From 16ba9911279a99bc285212e07871b6d275125cfd Mon Sep 17 00:00:00 2001 From: Anya Vostinar Date: Tue, 2 May 2023 11:12:27 -0500 Subject: [PATCH 1/2] changing name in simple repeat file to be correct, note originally incorrectly named Grid0 when the settings have grid on correctly --- .../HostParaTasksTime.png | Bin 0 -> 96752 bytes Analysis/04-25-22-ParaSpatial/TaskComp.R | 60 ++++++++++++++++++ Data/04-25-22-SpatialNoPara/simple_repeat.py | 4 +- 3 files changed, 62 insertions(+), 2 deletions(-) create mode 100644 Analysis/04-25-22-ParaSpatial/HostParaTasksTime.png create mode 100644 Analysis/04-25-22-ParaSpatial/TaskComp.R diff --git a/Analysis/04-25-22-ParaSpatial/HostParaTasksTime.png b/Analysis/04-25-22-ParaSpatial/HostParaTasksTime.png new file mode 100644 index 0000000000000000000000000000000000000000..66a5295d736e20c99a9387bbddd83a2177f3f175 GIT binary patch literal 96752 zcmZ_#Wmp_Rv;Pkxo3Qu-ArK^3aCdity9Rf65AGIxafjeeaCd^cySux?e{-L6uKV}A zcwX!^v%NDrJv}{D)m5Kwn7phQG6D_)6ciM)gt&+z6cmgc6cqF>@FS$DJ&*zYh~-8WT$UvEM{zD>|k!FC?*62#Ss~)qHTt!@`*34sfPO7Sinp{0T|_t zHNMtLaWZh};LW(kdW9y=s#Y*&@MJZ^oQ!$?t7s!`<6X0hoXDc|G@SN# zt^9950L8<^lUU9a7W{D&b4^QJqh;Ih%Hv-8x%d8>hWmHZ;|h5(=+M=mg))vI;w@vS zH_X0jZC`-k^8oz3!2^6Rw^cgf7J5$|lp1y>>P7Wg# zPN9`_<~4nwcjG2=_)8Kf?UvRc2ZT$$UPBd+R=fkJ;u7}BPU^y$6jRW8z)$Bco}s^I zA}@7}y6Fhc-iql+d#GQbHnyl}tK9ENzE;VYQ-uyks+qC%Uxhw2?tM0a@j9b5HRqb2 z;LJDqB}j7?zI}zJTFBR{R-Bn6^r}nS@aZopZ?H}}lG6Z#^ULj%i&{nsa0|?dg@_YD zO0QaXDKy}tR!5!((ye#$iQZZnkXeo!g3jv5!r7INBZxcI;_JmsjvN%|3UoWcWYEJ9 zi6KNa_tezOEkwXMFv~f}H_LgL-8fnArhI&ZYEZU#8#q3gWDqKNC%Kp?={`48A!$YO zb~7t=o`5&8Bbi~8pqBs#Jm3+>?J#^H$|VGo4=Nc&7)^3XqOkTS5<41QH%-pCL6azE zv4^*YAGiwseKR#m-l!e#lgwfVEsQUWTMi}6+vsq4*{FrLh^l6_%sC!9eKW)L1vC^-}{jJWb z`UFET4CU4Ivju4SQS)Wzevlt*Id~5yAoJN?+u_?BbIfwcvS0Td(B7bP&~?zYCveOX zvzT!^XR$o1%>9F~XP%_6k|m_EK+8j66vW%z(`_UrcYqlj2(M4??!sP*5s9VU^0B|l z)~M90%onTJ@x-RAW^R*TSv2t@xo5%lIWw%R&2}J(1pgP}AnO+Qz|-3T7jG%vrAoiQ zj+a(E9}GNoJz4lZ@psz=d|3}~S2($xaX73VM%jum�|SJ^Ix%xU+45P{~B~8ELmO zo8q|npapNT0HrR;Y!|A^gNdWtR^sgyYuPQ|*fHxP#|t_4y+%DJ>P8vt#IxBjo3H71 z+c{JjU%}5i#h>K82J0{!vjII_YH~Q^r3A;fnm=tw*Ps?W+jQQaU){Z~VQ1E%8nfSF z-${QW_8HC%Lkt9m@ec_T85t-l$UYDXI>a0b0NI0vd~hHih%L#6`M(wzxop_~+lSu$ z_v5Vca~2eo0F;D?pz=@XlMFatZI!yW`I}TDvbOs*3Bs8P4xNItP?6I;->k z@67-Ffm^j{Cx`)n1TFlZjUO4I-cB*Rp1R`yeE*;32%bge|DS7OfI@ABmTXd-rVC_N zubNMOBl!`+82*ibx0%x%9~(=YnwoNdw(0>L*Z^-1r^TM`PM25dhARpKKnIsQ#YII$ z0oe`HI4~Ko(4lc{a2eY=KWLXw{PObh>Zw;G&+LK8ixvH=4lR2B?SvUTjA*8Yf95Xh zfBX71#5cC^tLyNoKl1-}A6ht@6o~C+0q>qT|KGcE$Ag^fzCzo8$oAip6A34_#g^*; zJj1v`ddG9+)t2*gDeSg7yy80EkH!trMBSsYzkVV7L1P*f9J{I|gGpnzO~j;DZ6r1{ zF!)AF`khQJlSViM#d>sFg!Xt=O*bJoic1o5Ce7=USVrWY5(I z^EjTJg3m(_!8da9ec#u}#Xm-a=uOXOEx2(rQ`j)pzo5pqwxjv!j^`_roR8-QpU*q! z)wG=xS}(d0t=)AHd|q$owUH{0jx3t4hNzccJY8TQqhp2#Q{ZNSC!1J;2`VZn0hg80 z%o|2WufHFhuC}N-I64|%Y;=KBQ>p6e>Z*;0KU31tC4#}|^T#$p)0$|(0ySvZ>^AA1 z_buzl`yn$t4;ujvXHEOfUaYLFvd=>`;i6P@bh3mzX5l}Gbzn8++2(?}U-PK+h&rUXNRLCY zwmM&HTfO$a9%Ub%6eGaD<>lCoSK2u$txQ~h*<(NBU1+e)TJe59by&7;7`)mY?m3@W zsX-pkD|Kj7Qc@f)`>=*X2)xaD2LsH9QNBZE@r^iv zum`4=Z98a_v|Un4ry&nz<@#uFxNcsDI{7IXA+R=@@5$^Zes>TjuG>}^IiN#eK&ke= zleFX+Hf-yq<7JnAHM9S#hqU)iE&)6~a_x`x=e7GC$n^Rop7GBz)bc`lz4Ueat9|fd zjcJRH^MwI@+l^vFlf$m${tbe?kSxb0z-=d1Y=?XOF)H2u?-z%Dd{+*cX~up$lAC%N zB)_p>sJ-n-T=r%QeeagdVBBulZ)4o&JYqMKG}a4MT`5xx#YDovNU?9P&n?cirCIMU z`@4hWSx#?CrK;s%gTpFdVx;M(sEIapChTGBQC)j(3(-=)CPd(-N5J^XAs{{`TyJR?h<9 z`T+C5H(Xqt8ESvnAXK3k>V^MjQUfaK>Q&?&lH2Rp#~`ssRqJP9)J1DtLCA9ziI z-Gwu4nsz^%mgG)$MTEEk;Ff!PMZ~Jzxm;XcGYFt-1(H+b_+OnQ#KrB}r8#265K@Uo ztnxBA?0-+Ix|v=DufggD6X*#R!iHQ@Diw&kxYSE$aLsZ?ydSA`fX()A9<9wG=DIxG z*E~}LOOBcr0VbLDAYuC5x3hj(WwWcOJ$>4S!y4dVFRso%&e+yIah{;y3F&XR* zLex(E*D0vf)x+sR#6#>|*T>x??hyNz0_;uK$?sTAuET{5`TwR5EezukR8yt3++>qf z|KfC>7bv?+?|@CXk|e*VXy8-~cQ;71%QEMMPm>K58s{h&5Qp)Q#zFv{sUl>_@as&z zn?iBQt;U7HtM;DoXSyJ^;Pp=iCqagca)MB(GuTtKg_}<1<;=5C$gMYTYoF%L2TBC! zvV_eY2;?!Wr(nZm;6rE5nvL7lx$@RCM+-!wsC2$4OOHrwaA62%w-5`= zxa|F~6d&V%_x!@?U^J6+jlBEkHCRAR$QM2hUTI^W#Okz}faa69W!CV}F&^;7Y!stm zqbBRMY~|;6WX8754_b(S;v3PZP3HGiDAvdkL5^8K*Ke;A9z6HH=bq-nNBG9QW{jrS zZSNnR3Yj!P0@37hnKHegHP?MJb{i%{M;7&DuxM0<- z`n$(Se{>q*rTrf|ZNqW>!~ga3ODNDJa@HZ`306Rn?|PGW<>1s93KAw}v|HKmsJ)p$YO8Xo>QUsaWxi;%hkjdC*@*4Z)c=focECR~(8b;j+iz(aZ{cY3G&CQK&{9rQIcq&g~^Rm3{WldP(^wxdT*sC$^1GJF>ONLg)B_ubq^EyTu(h8c7Fk6tV6_Jx!d_-VBre%%kT zz24nQNW@;g!VQSx13KIArW>-p&C7sgmNdLfp1u`|->nf-Qqj8_E6*t-!UDnD7yw#Q zoROQnZ)%I5MiDuCb!BVVo|-wZjK&ei^T=rUP6 zsJL+FVLRG&crcE9*tO$XTP=V6?XIC3;wMrV^!-;n&fBj3+19>v^=hNA6^CJ3ho{5B zVXymDay2dcAT7JD52It#owv)7VVy-=$Vc7)pDt^WENTR)nfHjo;+7h9is04T+G>$= zdfd+iz=9Qj0}8a@hfGMRn)>>{1%ZZE9dD9VQ^xV&&vVR*irVe2%GAI=lJez*Bwt@C z#8DDeRk@U?dxLIBV^8>~^(P$|BZwciPKSiCQuyKnrnjhWO&hxBoOV~N8x2Rwf2fv_WjUnRf` zcU*V#iIR#6Jj8X9tL^9yp5^m$NBKI*P~~-tX6AS$aANgV^IJ`ci8|15j`vJHlRbnM#@b!EKc7^j%a z*~;P$PndO4eI;t4^{o+Lf@9LoyV^0tGFbx`5l4yzg^c)|^6+ta>${|$1Agp5KEOc! ze2vNSz-}@7Sx2*>;H%s2L;5C(ahXNEDH1+e92|0DbiIwslAw4uXp~!sRVjv=g~#ye zHjX^elg2}GSXmfQT&!5GP(gxY2EIG&h;Fcf#~?WyEVblM@Gg1eGMJ%o4WHn#RwQUJ znB9~9!qXd@t-U0kyXZGlg`%#R6t_L%os!D#VVh$_mEs55Bw;U;3nnqr!oXoWQY#)8 z{0+tj$e?#3~WKEtqBm|>df5##P_b7ng}!wHWd+zb%1fqMhdQ*nEjc)Ss^BEOWc+CrJV^4c!WP!IdPI$w^i- z-zt1fW%DntCUB@155u1ibhBIWg;rEnrOPrpjluW08vxB_=UIeQ|1Md|@OW#ylnuCj z`L!#ndAs_)s(chalkvuCP=v88S0L4%>vP-~|OD@&fkkL8Kz>8h6?p_cTc= z9dJI+FCbpLujyvCj@4#WSISgzOx*B$mx0aZ?+U3b8YCypAQqJAtaO>jjZF{M)Iu$!|Y zm9nSX!(KNui2k$Vem{r&x$oOR^b^feJ*kyW9%v+xk44Oul`^rI678D82(iXM(7f0J zAQm_p7k}(krA5lMfqH)HIL^CI3}$woOzL)_przf97zgpg~cI3{; z|8^OTPh*xpA>bys9q%8>XTaajnONrXI$#(%xIJw8MY+v@$@Bg7J|M(;6=cQ&vpk!Q zW)5TSWFj*lmKuz&gy>CUCN}Z)WHMQ{Vp4%1HGAcD&+@9T={o(9ys@Kv{{5xPqaxPh zA@_c_zc35a#mVOQ`r~kj-Nx`ui0c{xM$X$(7nka*tB^^BNXV|xEDve%m&3B+X`_b3Bawh#wfx^jdU2}m-9dO~2%fRZ-Ss3dXKZY2a^Bxf$&%}$2Ej;lcu*gvqJa%>9 zBAO3fCMHY9DUsQOom~h+ekp;D4o_7??{OjTU-VaTfkyC6uHQo#zFT8jD!Hfs z=dy{3Oa0K7&Z&izkEI_vUAoGW56nj9k3uU75O{C;mKqJt2*pj>+i@c?amEr#7*oo5 zZ|~x>=RPtg5s=R5IO{1dzqh`CQ$<}l6c5KeCd)XPG&(SW1tiiUBBo-5Upf4^`!Bc% zo^y`)opufw=}J7>4LD_T>roXA0v=JxEk_h%Xa=aG_OAOQ9r;AtRHV8o8hXT{6w%f9 zLY1tnB8CG@5EbLG2?|k;T6PB%4DmR9^#p2v4^nD;XJL?ar~{g;{Smg>*BW&hy%8sC^_+9Nj6G_14RK;utj@<7w>U zDYH>LSK@_SZ4X=FyO383EPWb#X(^lOPHw&RHx1|XaW3g|W3+s28Ha2plYO5&wy8p{O8)N6q;<;j4)q6i| zxsNjhJGiCs=!U*GeO2*r|KWwuFNPzNNc>02Q?ZO%B*y$qOcToJ#*j95h6!2+TPUNE zX?9{4WBNUj7kNl-V;QaTS~ z8fyWgw-03L-EFoGF>Pa)&n2Z54kU+=)E;%NQ~XeVlFreTmd9zG!?X;06CBPciasLf z<#%dozp>R{0zSKS?MnpG5yFgbw9>jqG0g?=ZFHp7!uRSNjA0ezcSdL)I3Lbj9uSS6Yqb zhaO7Mh#<;ktPpqawOWDmQci9`@qP}V8o;^RU*{p1_B3*34E~M7z|iU0Usv6(blGLa zPD9djTIl`ew&Qgpn4JE z%#Mspw8PC$ocA&i9qTmT_#hl3es2eU&-R3iQSU&8s3`vt>Z)lMwjWWN-Yl-+^%~V=JF#ph#y5Uff?!CDYn3ZbH|f_&GAURznb}QD$muXjh>6;Vx_GPLo_> z2(J2C%lJ6wig^efr_~vB?;vKj&u=txADYISUdqPt%3Szgl_Z+px|%fbse|L;mE7Z@ z^H~Bw4`iTuJrL@b`4nOSbvItN8_^2PIDsHtLutJ%zntuK@W;_uyjhD|DVd}kt_u@q zmqhPjrg&^DZpCO9nevzt`w}NI_0TWQzC}baPucYdzrRY%5y_R#=ED@)576#}Gp%WK zj3vOLMa)P(9_xh#S5(vF#rE0KP_)Vcdq>SnYrT^t_Def(?_<$|Pww-mk{kXUlV>=A zr8M%5D>WO&K3IP(;?u?;myOq1ie+R35dVvaKDl+9EdvO*v1EwD;^d~&dH8G%lLY(! z+7kGHwcKv(Z>z7W-#YF;bB%U8B3;j}p|;cTd%h7|y{~Cg%#ZRbjHU5SdwCui*GAF> zLA6$;{^S-kzlo3eKa18SD;A3@#QOce};# zv2UlF2@&TKnRq)HS(Kryo-`+6MJSiZ46PB77o|75Ww7RLFi6?R`|1?&SK%#b-)oM% zE}vLHV5Ese^s4|iNtn#HA3Rb-@a6+A_U)#ak_HUUTRX2;g{A4XpS)E(mqF5Lo>*>o z0WgDU>=sUTNty(_wjHXd9ptrcW(M#!LtG-5k-Yem!te^)0oA1MJr`u-$ZzVp+(!!+ z?FAK{SA*nZ-CYAVFE);jjzJqK>kog~wIaF-5={?V*kLmKd7M>41IAh(zKJ04_LWAZ zoV)0Hja*)Be|VQa?GNo-!<5KF z5K%jQ!~xT$BY~u`{^Uga119RUcx*=7$9B76f^D@xFvaJtCM#$g5&S$Y$M2lm`(;1` zPY6S}lSFT4kOa+mFcgm-Nrf*N)bvo9q)S;@rcT@8e!6>6MCh*hemjnp&bi+){#u6k z$+gPix`(=(#;x&IP>#N01H=L$@en~-l3ixA9{*@oPV(9ep(RAQkPL3!V^CNpS_nP@E z_L%JyBQP6(sj?hgH8}HZukWy}8RiD!{}!6yI`__EnnWTJF%gLU9b>4!HMCNR#jgyl z4&RY(yzAi&7Jt$po@iZdO|6?Woy}ab_9SviYyoGB6Rnn$B9N-_>8Lb_@^1vshuA;2 zF0aIB>Yj_$#ttWcZdFQ0Q+66S-BR6K0=f>LO2~2;9ZK3eBiap1f}htt$a&I}HayIL zZ|hie;apk`jK-R&_1~c)QF5tCKCGh>t8LfH^ngBzqD(rPIAQh{(*|EoH!=XSf(;9~ z_O}|C)CzG9%iB(M1|=*c7x`0Ms%*;t=;R|C%D>ec#iFNT__w6iqC66tZ59dJB`+|3tbBi>-xtCE zCYRx6uu))^>7V`kEm-8z;~>CQy9kyK>fvYlMT_q6;?agwYl`{Ow1H$mVzQI}e%);W zQKvG72uDG~2pr$RPMeGj@c8;lD@I6k>_ZSL*FEwzY%jdSv_^MLfGRuz`qqNLK&WL; zJEV@Mavl1YPYHc@l)Bt`EqEvlZ?sR#I->o`v6MBwGUrwAasE5Op)wJ7k3?rI(Md0g z5YYWGOEP`pTW!G|ou`ndIXmDdJ3|*ySEICGzpL$?;SA}xSQL6m4@;tY){gQ%R$sb* zYhlDyj~oIshq*tWJ#8D|M+!#Lg@?;+R0@Q+HIB$fV*?-n%?#_R7te+NX)=06nWpRT z2b=BM%8rEhvZH}sFpS3~quPs$VUjNI6*l|tz0?lgJ$LOON#ggCY3&Q)hel9YbZDEY zOiIDg;iOH+t2r*Om96Ag2bQ;866W4+nfhp-3t@qv2HOcMEJB&BAvjp8`UAF87;-i552olMVZg|1pfBu$KkS~j=RZ* zQTB0@%v|YB%54*CJU0`<4t-wSa) zzJ;zeZ&Ib3rAF~pWh;S@?|HD=j&DzfTQ($3xc4G!^Gl}_mlFOdq{>7HBdrZQ3I1hdhD!aXwD_KOVRKBm%hm)fBlew1CMAx|f<;hK1YZYQj$ zd;r(Bbu;lz&XMfVS~io>@b81tP!B5qi8vnjze1u2ldZU2pvVLQ!&WhAHw*f`&*iYq z41&EhB+bCGh7en5?|yT&)XdsVpPHSoH&)Se;W~*59~c$=kqjT_C(f=}E=+F1Y`T{j z(S^ERFXp~WY^XDSIkLB4MUIM2=sN1851PT)#Uu$mb4gtEAs;a-PTnpF(A-a}E}lo< zLAy+N-8>>JthOz?voB?HCGyJ`5oKfI&(TvG<${i|w^k9p(9GkGauXDOaO0rdqS-WQ)3BLn5fC|Kc>FlXnhz`fPFmD_qriALca#w|=i@??;KqV%i}P1uvZT2ANbnr?r&8r~cg zmO(nfjheH%AY?~^zU%QVM#2bsbG$`()IFWto}P*U2_MBq^VxL_u-vRnW-{RYgk<}p zXt1;0o$pvMfi!SbHZRZ)ik6|BDwPUtV7X5G{b=_XmG$G>TYJkU;=jh3a$@ z;m_2M$mqx<-VE{3COgJOd>WXc@^w)Q{v3~v46P}lOCqqM_~W5;cyajlB`sB1>GpTf z_H`Vn!pp^2CGIbTp&q?WlT>Jmge->^;<>fD9av#=e#`wUq#614`QE(C?pyvD>hANpZe6muO76hwK4{*AkB}OgZ(; z_>0Smz&W{aQtnxa=Dj#2g+6fpkjlV3-=mt_PIcuR311gWnIr$&L{w)7zxL_g^|d|< z;Y8LX#bJM`Xgv{zv5|VcHLw;AMtIg~gq{LYvUkOQr><;eYFwW4;DEuG%;b9R?PQq~ z_b-WXwH}RaeE1!;Q)x*bf{eNl zNtCd;)Q1kzP_n3nqyD-@)k1O7e1bTcv zITKXe96k>cQelZ)tl)%>T%1CF^Qwgn792c&oqfM=lJ1%j(l`5%;^Tw{@MQMO49G7w=7bBB&{q$!*=LP{3L}V2-h(4pDV*p znMl=NICP44T8%27c4JkCjks0AG-OmF<1O$B&qGyJ2yJF6%LkM$)D50KNn7*lT$D|- z8I-)fYF4&1XA8Pt9v$Nm1s%};xDDee(NN@Xibolu{X2F(W@j`n3^CY3}7tNsM!uWz(RiRT}9 zOH;0W%1zOrc^LE5A47wqg|q&WJJ@Oqzb~hTfl#WbgxA%!Z5|~O83g}PvZPKVr zG3y@tRCt_x5lR)&foZR9_5v*TW$SumFpt1W&zhd~O!#dS$XTd`e}mWLF`Fc{*-akK zV`j^A2|dN}9Yk7d!7|nx=Er02JrcnGOfLA{wTM%8(0^<&C^tFkCslb^@!Pol+icvq)rk{=+E(JL!EMrPLek^k=9x z3m6PVmp}ZDbXQznJVY~7yK;g+9ta)TET-Uf$Z|ci=FhRtwX&uHt($ra?#SJOZ5EhP zOd1@E5iHdqm;%m>r893+BxO_|<&pe4_$*v%eoST_2(sBUl z2Z1P_V3R2 z8M?^Bxi*$_Bjf==5g)zRlN#ji&*$d^3|y3L9dR;@e_^SQ}(YEWZbL?@j|DnO@I}~1uI(T%4RF}=DU`BLZ7mbs? zkBUN#s_A;M9x*O2I{q8$8PLf8tQ>H-d}?3K^o|;#b>=6*f%lVD^qP&`uif0vq=I$0 z$yY+(sQz+3n3Pl^8c`{P0iH2fg`5l={7(j{X9i=pKlmq9^grJmpALvdJZavZElYWs zAQ;al;)#uj%Hr(-=hk>hWdr<#<+B+GFKvU%Auz&1-?|$KilV z7`4$CZT+%~m!fpFBhxNXED=@Yz(1{QDWM^*t@z7bQP7~S%t%{oIn0;bc$7Q;bZ>=f z`uQNAuvEasY6!e(7}DH~<{Gk|OW?D?lA3(%-!1Y-y2xwh;Lm3u8!)2Wl?(7xx^6BE zE`)WLM)DJfU^;HU%9KqP?#Q^0(3RTc+MSMzSHhSekLADnEwy z_VlA-o*&@Z7xl0av4PO40tb9eo58K0v_tG1T3v&qGNb7Y(@rZ_|{ewLuL*kILVa4nJK!;xo14gFp= z)9ggHzToi`da+nKg*fhy%ERIn0syacy7(3gZh0PWPU{>v8=gTU1@uu2m{9yJzi3fu z5aF4Sb_gq-gQ>_U$ZN2qoG6k!+{~OOM9{;oz0;pT6viiX@gk*xKq14qyC(fi><*5%zB`gEG@f@tsv^p~purLmaE zmTRr#P>2=WI+o)a6<5M$(L6i?Zk!wO$!WjR)qB6T;JXR+HJeQmf8lknl}=?TUJO;4 z`7n^@`_pEtYI`0qINu2v%sdreHUKRBlo z3o4c0(}u37=0T2hBPMSg8gMxFIC?l&d=~A7xRFUDa+1Fp`W4ua=?eI8oT4UwOcVA` z#T-9gV)+9($X$3*$ykR%eokbQB=1fbZB*tv30&*j^pK0y;pI)TrMnBrQ}pjnzV2Ku z$FM~eQt1og3NOx#r{xghgA$zZR}&L6kB;QLD6t$#$fU-kR+~Qmgk7c~`W+vli@vPI z{H9M-E*I)qMej6*qedPIxAe{Kcc#00h*)S$AIGRdOH7IcQ( zJAW^vwDbH;bVA$sAUU)h=uxD;CQ@0k)m+j-EJ2N{>q%zAzz&WMWRV!2&Zz0 z1apOW#gC;`jtVhn3hYMmo{2y=Zbz$yN%2yzl#xFx+zNC(o@mu;j50`ytgdN(p9aK` z7lm;Odp$<+SXYod^j0}UJ*Fnz!!nIB4?FT$OabquF`f~KqsFm}A5G(-F|8aUm_S$H zu{7?mw&0kLo1BH2JPp8c{=n4j);K;LtX+YsVpQ)?9o)f33Rrl2RA&xPw|E(x-Zn9t z(KiSpE#NAetr=U`a@H(m({jp&W$+G`qC+F@&V;}fN7(pYH%nbMR)Sq`qQ6Pe{_+-Y zZ2!6oo^*-z|64>Ysde)pQ7vp;fsBujw?~M#A7W%f7o3CDm2}SX^~_5q2Hj- zbo{qD*ZIqOo7W0(Q&+i2fz2NFy9dD}oxg5pddP#|tK|%(gtN;*2W&gV8r!&xvD+gl z%=oG!5g8?Z&n_nmME{8H?RyB@X@-{>gTda91Acjda+^ZU4kMbtKr13-`JPcpBYQm^ zoqpskNb}}0&U}@2zOr8{esYh@99Y8pLFuO$B67#P;;iaXt#B7tv1molULM>& zY(u_*`Z|9DBT$L_$^8AG;{8klS(3}(9|b9pzU7fFR@M=I#`bSQb!?m;ct9(jnN6vg z<&Vl|HlH`=!oCa*ybF2xlEEfEh)!l-NIU8L@^z9c=X;K9{9rW8&i8cD?@41~imwks zZmT)6_x(+XPR$zlKZt~Kvk#de#5AIxjc{hGj}VBXR$&n5k&6PA_a?^MN|;yKKa2Nj zfCM@9wjhR8ov36auI0R)`$t4ME{yg^ztJ>yg6ayM^|fBSl%JpJMB2bRvp&3)9Rs;C z3n-C{G5%XtvGSdFPbstR87DLgm`Ca=SaSh)6F&LMu!-r1H3utTbYh8iB zDKi|`dhz-Pz>f z%1~L&nRs;K-#RXm5L#~jy^>_GN|3m-uhXn8Yd<&!`kW(8SFDNr>eosoIA@MY@N^we z(e4+pIjh~`5;Sk!2QotjyqFfV4joM}Jsrm5k&==s=ENP69kLJuH3|p5RFli5V^{1$ zpjcAjeQwD3HZ#L?yuY5Ky1VheKaP{KH$;`;vE<{k0Gi2QAOw)(=TQ6Yzs{qGRT_}M zrWx6dIA$?c>?`Fs?|r(K=Vjm3oTjaWiAljTYarM4PKNtYF*1HVg!haV(1YY-c(=Gt ziT|TUFrx(+D9ii`uGJh!q}ALhNV9PuVUu^ns3$BkKl+Sij-~%!!3O>>fd*o^uYd4F7Fp0Kfnj7RI2k>n;BKC&8UL5YdMdMc_%}|10}| z1}r((YTMiYq0y|Dj^e#r5Wp0Hbd-d{V?2df?CJiTfX}5$!aFUFT+41%5<)8TyxvU5 zwpcHN4pf04@hb>=Y!WbkGw$=I#AdxTvtiE-@k4L`6z&rS&ZmRimY)0tRwo$1(&&D1 zYpd4VHUInc2alHRDDLj0x8?OWRn-bDN(?gT7}s?#wNMFWhaGWv*{f#=;WmJ&c9Qik zjo(dw|uqF|E^BgeDJ$dN0SxMj0MC0dMLM>8_j2N@%tZM+jLY?di24-is27F z1E84@Mzg^t0U4KVz&J^Jj;yZ1j=&nmvXHJ;n?(+n-6o#k^+3#~`BQ=PrO=Kca0J4X z@A9og^S?Dh2zsAbg13v1sflkL+^%O<4w(TmNIY&=Mx4(lHC_o;=0GP(KqyOfORdOL zAwI`uZAXm9SyO){TjLHsQ1p)tL(czPzf`T#Wv3WXb+u$g;$Na#Swn;BAJJnBA)l`P zle6_zW{j)~7dTQ!D# zlat=|*OO#{Ol~HaVHcaE*c7%nPqp?C)%z&1?4lxZDr#X2cCk_!At9l*dMXW^<@p*A zq{lO$yx6!$CVg8;$zS21G3jH$%l~8#s_;CyTlM}!9=#UOBKy$=3H+l@=bG?j{sH{P zz<+RPwcTbnEJ7CzN^v(8`pqmaVb1A+J%C0!Xx4pNp*cOV4L0_obAsex;^`~E>1VaA0aczZ? z81?LPjP5ViyKcy)R&0PnIkz6L4)B z1;2XTC`d?3f|qStMo$~~ApwVgZ!{NU+S~1+`_RUY zv^D^W2xn`v%7JpTSAV`f-3lE*`zJ->bE{$}^uvZ5yS-M*FNpTg+6z_a1(@ zA0kRRt(E?#If~$L4#u4hJD$i%B^O8G2UG`WFIvVDiUZDDAX(w#uK9%pd0hyLy8D0R zDaz;lVx7%;eV~&fK=pJ8JiDk4&c;W86e2-p+5iac$LF?}Vj38`i6ra(4;abNd$`yX zO2++Hsf1*q2G#sYQI8|OFn2382xLZa9Z{IplRQ0ah7g=de;y4(#za!-3`GdV5t>nl zK=d^v@=BW2)UK!TRQP@xIRq~MdzlMsNhvAID*0nycA!i&?*!$55`><8c|G@Wo$Pzf z@Z})_6+zTBKQe!A!JCHLn5UDoXpW?WYyb{eb!|c*;v=pvFfsY4^;S;3#c?X5C5AvJ zT!1XsVV;d6tqaj3s@G-h0ehXuqQxSjI5E zm8*JO0k8K{bd|9kG!FxTG^>AP>W}5k|IFp(qtTA-vX@m9}pGN5|0I= z28S`T$M)N!n+D?bx4u9|2h%(GIuvlRK|(!(kj_>HjSVIY>|SR0s2kgQ`2 z@w^ZaJSh-X2VDklbn2g1!W$y+d9laZ@-5cF88T$#Iuf+R%|L<{$1rL3uT~tSW+b1L zb@3?U;)U|_f#}R20bn!`hnxmCCSSiN_|})YLCT8mU&$dkDrnN-frat$Jd8Y(Ld1cz zn;NGuh1s*?lj5VTk)MhJP^;j>6Z zm%VN##lT?jR(dbvEaNs#~w0 zcX7u4gSKa(u?|l=#n#%^)a#&wdf>(#8YPHo36Tc#VGbg#5d?6>^IXcKEA_;YzhqX| z)U2}Ao7O5u{1u+yLc0J9qzos~qv{IR5~jqub%#Mh&jSGfA=iN-`*F>RvbDmWc0@~7 zr!E2HlV+t5`3?vT3z~wG_$6m2^=t?U(`dyYe(4_-%ylI#JO1r@Eq?xLsyy(_A5!EX z-!jvJ2t56#*){V2(UAW%diU91Au_!)=ynL)n8E)E5KbV-bl(1KvsiDP7LNV~@rEtM z+FRS(`8hnRyC#dyPTGK>5-Q^a^mp)(gP1pt2WeBE$8I_DvGHJixneHCt$3Kqw2O&_ z*vyus6v*c)@$BQ%d9B@*e%04Pk{lpE zs3kJ4^T09v+ST18U7Mu>V1!i--@gf7Gz8J;81;sto!vtmP%}1e423(CG>r6ylqeVI zJuDd)xQWbg$@mM!)KOHjO2!r%J@^j6hm7pCP9O!PTK3u0_IneT^tp4~I@1vnB@OlQ z=bd8ltiB-J`Qfj~f)m(&3}}RoZBcxyRowHN8`t`0;q&)?hZ+#zkFMsHy+GGTV#15; zpN59%KMru;XP8C*VV>`z6ZRIt=u=~#dkLIG^!kDPRV}0_i&fzJfCJ2dXV`?S%f`{Z zos8Z<`B$s&cUelOlb_5;Z#s-|?*Bj~2I`Tk_wSqLq6f-wU0UxH^`Fe9^5r|@s4x8d&c_5V9V;gy1TmOtf!Q| ztU0`I%urB2rTXE|Lx;R`2}DZ|&d!ythM*^3T=XvjM4f{3^>~lVi?UZ^kF@auBo70D z3eQ&BX;lS<*u~|T?`zg#T>>|!jSLLTNj5~J@!db9T9+&{3Uk^-y?piLNxjoSa|8vJ zyjq8l5)-WUzay)2m}sd{x93dUB|@{geGBDOuS|^KZ(v~Xe6&j_YFMSy)HI~DjV$_< zbPS%QX>t~q%j&N>@!x+)cxP#E8W@!z*htb;crZeMu)xd3;MEY8BDZ8u>WBw9dM27L zm*qTVhLB$mU)-yu4-6hkD;e{O{O82X^k0VXt!L8+`)p3GNd1mL1 zqYtx1oV;2&4!AQ+Yo8|FDiv2YMOQVHX7fo@?TNS@mKTrMdj3I3*AZH-J-Lm@aKNk) zLy9^cexh_{*m+!*w2-sDUz)%~3Dwn#{mLgXp$09h4X@U_$Z@ZKSsQb#EC8x-g4l)6kZfeK@Rzx4%?Bv` z1IsTNGu|U#h(^)q@t_f(IbawZg-joQDOGzt0>_dgQPTRU@b2H8ZqH(^Hjq#j+Ou8t z8`*g@DNCHU-adF%TUz~^w3)(6iMJG?d1|_H)e_)Z2S{o%9%NZi^>N(5F z7BmU(Njh>I8dJ9WXXmrEYqWclBkfGahv%~fY6p%*zst`;ue9TThQ=SYKl1_B<96nv zZco zQLmp_ZUJmrw)^$@K`G>4t>HIg3jsD>SgB~K0Oqiy8XPrI>=^o;V*jj(o$(3 zx2W*PD;gy^#U80jtjsq5@P6`fsjN0xBDdX2Vs4O0e}KJF_bU*m5>C&bBgWwLOX@-L zYQfqOvnjR$iZZNX9~6We-Dk4s6&X?X4$BS*%hp!;1<;7HBA{W%^LpGfD1VUduPXXp zVey=`?V^^?&zH#N?CttPw-!mh$Jz+jtMZ?JQ~ucWtjbCp-a=3-zJYn$6?z-AEF{&6 z&jyOXk*@!I&8CS{8)cfSWms?joe;9W7#ycRy*WFI=Gd$aU0ldnc<;WvXnD4a_tj1{ zT-9WA#EyN9`DU&zWr(*il)6TkFq!;y`}&e*$_@oQ!Kp;Up@MRhN-B$$%Afc0B$!NQO=DW@Re zN~M?`3exDU6**h#Ix$aX%|WI9+fWi{eO1mKOTIxHO)%)ca3B z?_R3Tz}}k72^qv!VX-E9zDbmvIEIWkj><=n`fsuN!-#pYlFzc|PC1*3i%&O#go%DN z`cx~^LIs{~b2b%j}o&%J!pm|U^Vy%s}A_^U&1q3%_2RHI?Q>kSJC?>NjxMp9YOe2}WIFqpa?qiVepmaSS1lkfoyMpB}$-sr&sMRD`FQV>>nEqP%ft zwIz}Xf4s?B(O))skP3dG_70kh=lQE-%C*N0u44@h`>;?nE0zD1pvJ7t(1*>WT*2gb z<{Fja8G$N|?1BgSHxuUb55?YlwG31+-6l$&_9$}+G_Ol(aIeO#iHNWmKxMHjHA`;R z<~UufIQEIx=rc@#R#lJ{DNdKu!(Bt%xlv{2th*$^6%KMCq@`8$_PHcniKa?pl#!6q zi9oTU{R+k(0mYTq^eQrkY2>mM9LVbaIon8D9xJwt8o2dePW6N|Q+A2+j< zkB!4K;-`^|)Y?l4sI(ts=KkbYN14yK5a{n@|4~Ctcv9oDbI!cTp?4)J)aEfijvmop zgFH&tyam`VPLOOtwkY@K0NtUf6$~+CBMCgiBYj(vgasCXmT?A3sSICtn&r##d^=tq zXZ%t>amer#oycW|LXbqiG-9r%|Il%zjrdx3nZA4!mX%9EK(x5$-9@G(k8}QgN-`0H z^XJmYXhwo5w>*}5ma=7f-xZXVhhJ_hwL&x^*f?(AviQ#VDCZiZtjDKWWOCLRVXbX0 z%Ph;Z7`AVvrGV-HLNa(xEcknVTFfe>5Gp~cku9YKo<(sN30x^I!AzSEt4cMBRNjyY z-8}!`0y_b(df8T-B7O|@48)pvbBG1uMN+?WWz_^`p`p(| z1@4Jp&JgaylvAq@j-7-Q5ZHz!d4dS>M7r2G_;eOUcr})?llyNkbXmqouQEcup*IGZ zcTqtd3BT|yB{#a4x=;6m62-sj&LHekPl%(a@Yntm#xH=TCpCR>U#?(2XOPYAbHEI< zxM1*#VLWHuYhV_U4?wgo;=|ZD7@4q4D&^p^ESk@8U9)Wb)(_Qw)^P#`LJa4g7GzrO zF879}*azk982X=>x9~8$0v=WqdTl@nZZO?fv#Cs~G+jsODwuKa$DA*XlCO>gn1a#j z$7rgA57;}x5y8068>3jN2_IvhNuFtom?ZUx@2mu0A=E7;1iu#>N*4tpW*hb-|H)=` z`C4E(X;pbVVFV)=BOA9Ls%)vwWPfNp*>K#^NPiNWvTTK>ve4M8HHn~>Ho+m&O!8M^ zp?GMhlh{SO8ufhX7DljM`c;W`N;dKW!4YmKV=PR)j7Y;2xtS?Qt}quSECnmI2KeYl_wY|W}()tAY%afDz zx<%rHYU=p&JBCJ!@F*G;LXm6pc>S(407nWTVrVALSF>+=x`6Q;zu(h*|PGW#c&rX%AIe zAx$MWrVZvODIPpg=*@CWl&2;6O&waLS3|?b=e_1yvVNJ4v&2- zdftf==FMn?T&HY=s_X|4J&rN4=;l`wC6&q>1tmshB0(RQEFa5E+^OmOVvZ?Q3h2az z;xr>z2?v?)U1}$8ayPvu6$t#FWS7s@=^~^N&IHC64$xN1g*FL?gpxL(@0lz!y}NtY zUtGT(u`Ry-c`gat=yv+_cZJQT-DbqfM;eO`{Kfr%n>j-3>P242sAzOI@57y`J~}}Vv93ec;MEM*(W#sE zR0Z!d^f-xz7FhpLL@!9lap(JLhifPC9FfbjGev!m;tq#Xo%<`TM#zNI(L?-kXj*mgpQgxY(*SA@PzCm~7r-5aUzI z*W@Jon6@S@;XV;hBATMXef{Nmisx6$dT8brv@Bwj>Pl`-nwtf0!j%MxUDYq4s4Ww3 znwvW0LN5;~8gx}WA+sXC^l`7!<`B{cP7+K@&T10o_2K;BGG)`rXK-9}wh(gLeb5tw z(O1LimKCHeQ-+dPq-@$%{C>|E@8l98&Y3R|Ex6GMD(0aIv?<=7$}Sf?KY5QRmA>6k z4a<7FS{~+nn!i_=yxt+^%T?4v=yB5V3B+YECuWyV?d@#*K-H|cj4vslz-RCfVsaB@ zS79N?2=4){ykl+z4?+x>oq2(1)X%>GMVHdy2Cr(%wCDFh)Y*zhZ z8;eT(M64CgmMKBi$G;U1=01ijfHl`cBURkpUAf!ynXzFIr zZBy#GjIkd(sp~y+BdU*a~XY=TyY`c zDJ60GQEtsK7ki=Zc62kS$eTvltYfsKhM|hHrr4upYw^;aV-^w`=5+KAFLusdDb%3s z=Pcd0zCj!69R&0#Z-6UnrzI|pV4gwa!k&YlsO9mS9mA8_d|4PVpQhgx%%mY-dWzPh?Qtc4d37EM@QPo+m1XP8iVY!a@oP2!gPkC&(ROEnW=Y~yp6TJq#`Q< zE||7pQv4v5v+ZjyTDAu$&m8IccEs9e?}W9gF#U(33u~#1b?$WGeZ1hg_~hkEG4K7p z+3O*v!KT2Am-?C+>P+sw$hiZ~Rs|hV%-lh4Dx!uxnW0+@N=2Ix%n@Fcyg}7}`O=FU zCJ28(+DNZU3rm$FBbJXhZ$^kH-DujNb-E`dt7UE%JB8J<;4kup@%h^Dm97vwH{Q3! zXB_=LXM%8UFlRqH@A>a(IkSz#&ix(9!=N_G-F_=hP1%((Z&8&~SZ7iui==@L;E2Pw zP;H4GR#t{nG~IsX4VIx2Bh^0dqA&(o`egW4c(h_yrzI;_ez;Cqx#9n3$CsXVwTcQh z)f9+u-AKd8m^rW06#gy2VyoAI(r&#s&+MaYl-w+VRgEGD;ncj_I`eMn>$i7Py>_j< zd0kvh|5z+agr9U=+9G_y;e0p?dm=5&VI&1u2n6sUn;YI!H1Dvw7)jDb>y3x(90sZ$ zS%Ak;%ny_o*P7XP-=>-zThRIb@BjVx@6EVSR_*<%3j)D(dhm%62xzJ>B5aJys`qU_ zTyg&A4MT;^MF2Yq4H`X$VTRhT|HBVL4p;_^CW&Rsu;UZ#{|_+-FzF~}ZM}0}J^%oT z|AW|T6$d~zI)&Dzg#SOp?*~9I3Z}Q1&iUG6mGZI;CuE_ZF$w4u_%Pvh@EK6?AjatSRUp|cdedKLgXw^Sx{Em{zHeaH3uy?QcK%$= z6e>)CuGL}OiET~k^RA2lcN`Eal0TVP24tELm4{?yWlzY`($Z+&K@uhaap(4KJ(O%# z4}EOKGF;|U(NxKbUhQn{;D0ZijuB3yRD9POUfz*eRI;gK0C&P=e0tiIw&``L&R2c8 zR_}y7=Dlt?htQ`ghiq0HCLKLrYsxkKOzwXuN4&5BOb6G^zOSCE^@c(GkKiQK1`G;` zF#s4x@vi;v)pnj?N}vK?1%PdVG2gj*AIw*WhK6EAR;I1sIWPh^c{)wz`}$G#>6K%! zU@E&REBiTI|A&_daLf)JGt2fS(Y|I!6 z)}Me!NAlZxF4U@yGSlAD+&B;ij_GO^%yj-Q+-Q_^c5m!I1RHV<6D@7LHj%^4)g-el zp!I^mU@2|wOhSQ!g1-x8ao~f4XZatL9Q}YcvT^=CDBZ?@PS;EWmBI;!nIBnc^);bI z)$#5uMjNNjp|ZLn!gIrw08k+pF#4<<0H_*omBfORPHb+ta2oqM3Nin$3~l(9Tg3Y{X3Dq%AYUFXe8?vLNKXE#>2z{A@cA+%2p zfQFm+YMw(?mhBh`AOt^mAj|%0LO*l_N31&m&fRgq3E)xYvDRoBg$_|;(Ce#GSQJn1 z4DY6*lGqt#krRqaqv`9V=y_2?G#+5(cfTDFwL{5S}5+4w^K%BEE)q0`;K)zmA`Tx>DR55 zt=MEjvAh3el|A9n<(dFR?LU2t7~sBT2za$pCyw-znPXgdXP&7A0A2@PR8@2# zL&W>?*>C`+{je}g1^>=O^X-5qzTZpxi^xYE7N&P!|| za^wA<7%LapY%8wUb<(o1_^YXVtfZx-%74soy$kz$@ZW~r4|3eVDVq8irI)5&H_LaEUaz?xKLyNP&-!|CbGrTZy1NhKHvqC5LC} z$@HQ3xQ^ejQ_^^xHrFA_TOG(5LGbT~XUv<8VegrUFm11pa zg;()tSbq@6OR5`Xu4HA&-NJr!U%R`9)x1mZP3RBzz5f{F_^-mRvxYrhx~`|OszJcw zCI*aV9t{&1U@rx|oVoQT)#&`-WyCf?Xn@~Eg?(Na#~7pABnkaihx*;!Z2`6-5|3_z z3jL&_z+Dk!(DErNt)sbH&}VYvyC*Gk0df;vUC&eHdr_Yq z-qA+8lj%~W`oKJS^nI{otF>+s8YB8wotGT%YU)@+`d`_-d~6x(BXlp{)=Ky}AOAQj zWJFH@$|!QcK3Sg}cFGeI&Jpd3MPhzWNbnF)Y0eL&7t3E@n#pP$3f|wJ0Qi1;fN3EG z(DgtZ0}lXm>g9G~XE^G&>;Ni61S(Cbq^Lj^0%1cHX!=fPu7~9 z?n+Hz_#Tn|(_AP45){Jza%)La1y0Zvg)!}bjfWg<-4#tDe=>na3JcZeAK>qykej+H z6M7wwsV4-0cR?5PMpi3~k`O8RM> z@LAk{+pcyf#9HY=uGjRi8}GlD>%B>Xw?=uUEjFo6(=*^BVUh8+IV9vp1M__bJh~cy zo6)BA#Eo79zN$7BWT{@i%|~Pk|K+1^6bA%eZ@MT>7oDFCoFF-wvw3u4@i;pgzB1+j z;RXmQ0Pv&n*kTdgyqi1#Hmr9z$hEDEe0EP_9m6T;NUO0)tik>}@hIE`@C+wL^9kHJZ`QGD`Zq=WO16xiNY zi-a-a6bLZ_sLA`hp57fX?vC9GcA&zU7Wzr3qEP;cPj05g*zNzbbI|wA`9|?D1%h(c%E#;Tw3M&Uc9>Lfy(g&@OZL_f=|cho+Xo> zUVu7TvOzCXWugo?2M;uZ^=Ax6$B90VI2pFRzZ->x;45G>H zZ${}rzMwjpDiveZ=IeV0aa3Y5`5yiOV}T(FB5N|6vSOid$OVcYNTKu+`G0>OL`keh z83tki-SWV9;%uOH3jD4dtTzDAL$dnyskTj&sck!O`*sb`5iDRxS-Kb1LIJ$g7gtM& zZm|1nIBK#d7{P!>3dfAs1V9Y?f_Kp+J3mRBQY}cBlD;MK}9|)x?07SwgL7@r8h|WEaS-Fq5jfI-=NvduyheRQYy1W8% zaXz$Z=g2oB@r}ctS1S3Xn{)e3N?<#67N;|}w~)apmHnF0vVcKxjMTqc?l35G+^i6c zt5t9H#l3KgCXFHSqXvUpLZ2}izYEN#HPc)!%SJg6isS)%;4l zJOJ>+uK(r;Oan9`x%cxT2k*cG$-f85gHK-|_pCx$b?yRYgnR{%G<-ZsS4@BGM7{p9)`$v8V9G)Ja&cWyVE^e749$q< zI0CMiSM-ToQ@t?vbU7_EWY;oLvnMIXWZ3-OCW5)M3x06G8W=)w`fYXV;psTO6Qlq> zsj~!Vj8_@>O_WruB4>X0L{w%ij`P9N(;gdT_{%hdbsa~Vm?;dGCrOEzn|^nTM|M6o z04mc5aP;9p$xA|*Uk(hs5*2(yaGpoomm`+5J`sQmV3N(fuofMb@&5@JVz&Dj9faWA@DHb_Vq^cGKmlUO+|J4 zZA(>SnewVxpQx7gv4qQs19^y6Rwy%<^l{=_4?uu7%iy=DM90hGR@f18PH)Sb1lNv>7-g^?Tgr>3r1@9g(P^{20chcqnGzP#^+fyVP#-}E~c7u62X-@4Cz z>gF&;I{)TajYhJAH={oD82YYNnD{@4!3U6z-jf`HN>~jzDG8U{Bqi@YVT^sx%mD|x z|BiJDph!FWg}Z$B@bZrFdn4$rQoQm-i4wxqHPRnM4*fUBb^C$W<^g_ODngKli896s z_5c7C9`jG|5_>Sa5Z8vn%P zV8$~cWVhj7BR04{mU&DtKEni`L?epr{T!SG65LGScV`kjHdBBnH#z}k7zXLh6aYvB zcbwEFVJY$}r;i)0x7yl~djLE``>uw^5S?ke2w|YQhC6)A`+DjMIDsr#rs(^A%159RtAAsSl)O5ys)ndrf7pKW^;kWwMxbG47c$4eE2W@?}bcCjB-6Yv0R}M zb_-ZZ$rj+Y@Lv}B`*B3fV$f#Pd17H>o*9w;DW9_6y7O_Ie~_*{lZz7VPM?6;2}PS%E*kA<dsbIZiFaELIJUnf@SX>-hg#Vvr`CqOpYX6ycR%VmC+NB?sZY1Z*^XfYdlTWmMYE%N zFAiyVlxC8z4?4ZCW|62kHWO!>5GMG1Y*~Kj`6zjp{Ap z@fa_``T$1@*9u*ldFG^?qnYDJ&NF@n$MbD*2SnrCUkbop9~1UvcL7m+11WQs7f?)1>87tg;>N z#zvWa7`$X(UB#h#TrplRN6ac;ujh6Q2wXM_&9EjSfq0z`WMVsoSS;3%6GE z40n50L-}Pfcu96s^}z0@!|VJ!XqCt9NiL(>gobL{O-)0cuGjC{<)fd4mP9D(X`CCl zOq5gCI3>PjdRk>3hv4m85teSfD)=DOkN-6EpFQ2LnuWOhnAL-3H4x1irmr$giTEz? znt-IA1h|o9FyrLS5SdJ4S}B+*kXDG4#8~^a+vT7A>{1bAdZ-C|j zIN9Z|?$pQpH!B;~v}pmP`kWH}UZcH5pjzpO^iwJ(ooc^NRvMDQ?Zn^YKB#U>*>#w;~zg{Z0le=46p6R zL7R$CC_m%70?FwnHYqqgN(w;{hHjXu`Vu~+6Z zU{H2%XZVl8&+ZlZmmbSR>{$PZMhhva9<>TQ+QE=P!=;{Y{8^?!0fFIZU|wTqbirp- z4y`Ozg&&6HqL#4(q;{2Nx@ji(i2Sie6#vSx+?01z&)qwvXFe>*8!r@{c`0`MVv^2n z6M680iAd_TB*HPwmcVcNh}xg?wftZh4LEe5TH6Q+Dfg25CImKp?tR|$Rb4*VpExih zDcx^Xqx#z7ctBV;p~4wvNFIfJ)5baA2Y+BSA<`NAjlT1FYGuRI_}};3k^qk_Z^82> z9Ouou(OIPwTAr#oZP7pzm)c}B`ebJ+ju5ZAiIZXVd2?|Cd=8`htlp`@m? z5gqqV2FY%>{C=MIw&s{UkIn3Rt$y8y%>`*Qd@=~P@MPhKoTJ3&9I1aq3EBfolfISx zzIJyYAT^?eT51a` z@qmhWpi|a{`45S0{CWz!!1)C7bvVN?RFTHdaywr}Ck0B3?N*%8msL(TZd8oKBqQvX ze-;da8@`Z?&lQbwGqPD8dgpscR6Tb*-J>kA5Nv$RZNV1{ZC5U&V1Mq2$KO*gu#6(@ z@O!)P$*H=O$FDuVJr}(H@U@1B?O4*}ZGl=o!NuyTZrRPdAXZo4OVF6(89;)rm6JPj z{z;oQtpdKs?kc}Vo*MK|8D9UY|r>q9*Z=g5s9M|ouWs}Xmf{RsGPaAszsT`cfS0mFPk<|3+o44 zHAd7-Vh*9z;ag6@xwC0Q4&En`YcPd&=Kf#8f|b8M;h5MTSsn(e+voWN)NyNmlQLK9 zQSCij5$JJ{oVYLHsapxpNJIs0D3TrisF7>rGLx>s%+?ylRKe`jM9991S6kXwGp{O@ zK~S*G6JISWrfLKpXEa& zv#Z5h4D9i_jr_B(_ZCcc{$8S_I^V6DBa!hEBwo)5835HVejJDXu@Z@NrX!Y8!5H{H zB{B^o;xfiE&~Q8fO2YcmpLOzxa)soIa=y$eiL{o}WG)Vd#;Kv0)OfkU!$i%HtUwju z*Ji44)ac$Dxe!pJSxN`B;xN(=1+pDj@I2pak^B531MItd$6l~JW2yt3`mbiNCqDwa zER1l|FxIU=NbcKDa6v0#i+&s@F$%*aaD=}k z$X}T^Xpm&ruZ5|s!&IoJQ=5+f)h1a8T`pB^{NP&S0m@4l(F7mzo3zFGHs^idversU zOm*I-Bi>8C(hPjt-%}iRvE&kadLDZzS2qiapYhQ#GJG{mTu*t`d?NGtR` z^(vJu3HFisx8W7#&*{s5leDPN(ql0{&S#zEAsN_W4dZ`GfF?kW9!k6 z(^ki8aT2PdEyij63yO|bElg+=kyrFlO-@&v7z^fDP1UW*1($f{3amA$HED}f43(89 z{ovA15nHS~yb!5$n5!%I{cC*NLCX1@m@-tpN-rpz)7LWX(5Vhxyq1MmX7 z$cZ13Sl=y9Z$_IySD9Rl(^(?H8nNKqLdQE%r#4eXNo(nmJCsis$g)+>T{Bwc|3KM;~sfB2$P=B%sArgPOrLDo;Y;^d{t`38^KSQv0v1lT$^uyF_0m zgkU(5;Y=g)FHg1KKCU3JO$rv-f+p! zXWhM=PW{Sontow-+UM(?22oKcfT&&6`XTvWyS}%BOT{A9m)Pn%p|X{E#gCFcr}qB| zz+9qHshp_9hRAdtfoUlYrsw0-oQRyH`f!T{QdV&vb@EFNKV*?!OQHArOfxYiJ-F21 z|IIIqQb7_iSHa^6f7L+M(;p?${3Xb1sP4otp73EE-jbkqOt()>PLw{g#4n>0>UG$6 zYQRhRB$i4oJ6j$*ged-^c_mr1C~C2zWpnlpk@(cOjrxl?qJjc(o2Gg&NGu9V*IF4AUZXIBLZ{Opfl zA=Oza1&UduJYi7?OnA(?F}FU+Y(QWWkePmW<<;F5zrcF%C~QlC@`s34irg_OkIWBM z8T2CW+JrE&FfW2P?soeG?-1}5u?VrP=K2OQ2CuYn1%cg)9lmlV>hJ*# z2V!89+{(Et*)}+VJCdu2zd!Ed3}nKjzK-}yTB)>8bY2@YDP3PtY^%2gg6sEV5pc?^ z(aSV+Pp|npgVU^Z4Ii~|q|=G&XBoQa#`|-r1PmIKlmLonSzoh)zgkVQuJ&>ev=d2K z)F??w3WUrB$_0(CN3aMn$f-#)888*`olswwQXrh$Mm*5;YNESd17C_k!eh|=EI!cQ zOFez@5MIBz!EcZhPY8a$rLpBkyOg|K{~0pR>#uo!`eCO@@FVFjqHS&! zew9hcO2fa3E|kKyp-UAo8ZQZ=7YrOXSA*<}v?zvxh*Dmq$F=^9Cdc(20^T;Y@`xTwRopW+A3)qW_pOOK>5~ zy?nn0v2MCWx!a-AZ9Qm{^>(vkR}dmwC;ZjI2afSs?h`mdRz8SBEKxe5@?diZcXKv3 z7K<)h@#quHr(E|kQHa^5T^$-piC&frjJTk6@MH2cmyzgj1QLzWtq;Zs%!DxP5Du+xvWV1y8AL-GteXC4z3Yi91iwiL0qWPj&mkD-IBf zrwt;p5_sn;b$P*|p_NgsIFVaFV+3hGDkCd0tPxvL^Paip?!C5 z2}{%&%kUdW(*7{0AmkE;O8#TjL_8@I(o$vGz|&yO&Vd>(@kGppVx~o%oZTcX@-su< z9gO2o@_66)SxG}vIc3cpTix%_QtGwK>8&=XxVhwpap{>Wf&DuRn?J`132)45;ZoX|BC{Yf@zEaQqNpy)c2wMF zsxRICTf`nI#?6yar7meO}O|-ZWvQfXlNWS1><3+mFA;a$C zFRAFwk^kOpxGcL%Y(e_mTCN4@iCjS*clo=>q%i|ifshGwoa#1T;t^- zzIx9fq{BnJe!Dp%I{ft565qD3F6*N!EAF#ws3eBHsk3+*d!o@bbh3$@50(%Pw=R!D zQ`t_+kM%Yufw$n+_`Y9sEbf;Q+}hd?wfHMnWQse4-)g`knYi;HpV1~O;+_XtSVrDe zOK5~vA((bto!`)qpJJm7g8DhgmjH`(iTN-4vFWYF9cdvr9Slpyc47s8k9!Xl?Uh`* zODX6Svn`MZ9VjGIfN-%vn=#U~Y_CPqe)-RgM6Ir2aP!(0v?4ndFu2#pTGU#UX}8(s zL9YAW9YE;}BxWWR=6v3O)F| z>oxeKE1)MjS+3T!Q1t8H z&Kln6j+@3^5UD}$>zz&~4*%UR<3`t0?aon;{DNGSfmAfgT&`PW&XwKVKkWxjP-UVm ziUP#6rMU)OpN_uC_wp;6Esv-unKjY0RIjm9m> zdJS3oBHw^-BmQ01IdZEWYd_ml(JWMKMXOFn07~*__YpVZTQ0KN^c}e8$*UTdMqoYf3K=BziSZr6c9b*J^s)!`nGK(Cg-}U4lyrvcIi#*?R?N zz7`SPA*>Vo)}Rp4E}6xU*_lmeubLT{+YXJ6x@o9)IMR+icObi>IQZLIy=rhkC95yM%!I#kTQf&yn>!X!ieI z+%h2U(!QjAF=|I-i4AP|Oz8i62-#=$U!@|YlXVL5i-l#YU|DP-W z6Hk7>s-~mnN)1o`|GU2bbl6TuP@hfUYXZ=zez1)s|BjWf=&eR;0HFpH*XK1ZW_DK6TrU(ldGkgV{QXA>pJ`bI#>PmlaE|DG(I{iS$%)a9p~ZYMfhbYF{33z zINgL{DfA6^(Bwhe*V#H6u1eN~3kxRNFT$67?6uPW^R|5+|GjN($^CD)yrGd1dVB6b z3KenjV4L;UsR3n~)We96xVWW#=#YRhDUEm9n3a_^wNV%71Db1^)v5~gqinD_!I=s; z+ZJ|kNwJv`)XK?L)u1O_P&HNQeKDN8$YWkP+TzSTzpo!1 z{?I@-Bh6Te8Nui37vKmvp$i6jSt=XycjWWvnW7!|tIFi!B?V!Uy$QbFs3Jufc%5>Z zqAM&BieY}2=v(av%00^`{%i3COoK6?roOyb@uq8`m}lDtL@OjNJduaxie#JLYGyi? zA1-AI94OUWeuRZJ=|!H!?f0?vL&{`5bbr$V@lxV9o6iuN@`|3q<|J`gqT+$R%Z$I9 zR@Aryfih=h=@bCOK$%R5k9G^RkE9Y5)PD^O3Ni(_E61MYrA6kO&6W$v-HX6J8FR8I z3p}8Igg-?0^20j@-DifJqZ7@~vm0fO!w z7*Kg-RTAbeJ{$;i9+_vPEA_ePM572KRE&QbUV@S{D|`Pf)Kie5of!a&V=6ER4o$-W z&X#zQFHQ%Qy96BJ76iL{Q{OcGW#~1T1!!3G=@w+nm*AXDGYtDW8o?txKG*1jpn_7Q zCP|0SrSy^j-vx}11*)?k9A4|lL#o!w^!O7{%vSAoa=M!ht$>vKUIYxZ6a2&3oo zTm*bj`XLN$K!se2h=G?w?$4B;xdJ+0NX@YwohCjy;dj^a%&vkgg6ZvqR2o1CIO;9I zzqk{5Z`$9NcsQqT6UlT}fYv5!XQx9G1N4dY0Omxt6U9%N%LLY<5y?*uyB7KL{AHAS}<-6wsKc;D|swkK_gn${0fahOQpfEd9d?hGy-j zSrGR$4~zLUs3heZEr_~U=)JouaBo6mt#{n!Nj)zbsN6Mc)0;#_M%(XX5fweX8uB>5 z=hGin8hzki-svQP+M`#=Am|cziIrkXge6F2%QExnUx**1nePL;S$JSVrD z71E8~LZ_w23}N(!;s32G`MaQeuD~ta(hs|CV8ElNS;@=$$)R^zV$NZcxXPTj8yryp z7a0}B_)_+Vc$ar7hfgzv3LXtDtt{75hG@khm%(QKlR{rW^t{oyGY|U z89_5)lqBWVTVkkN5pti6np}3b>Wwcj&H-ZIw;vDk zH2-}6i(?#313R-=%=7JgUqwGw02W0z0X=Wg!cFV-{ryLR6#HNGA_26->^uC*Lh>n~ zUH-W#wWR&Nxou(JFFZCmsIf;T!6YpA5g4OF>s`w33_n*CkFyBWEudh>on0JQKdPV5 zeF+(ug$s$dLWzjxJ#5=70OsB{Hyj>r*eU~Z2RKm{3{ZM7(O^n{1ATShmD3Tj?nRIi z=)3lX3G=inK$n4%K>Empt@+EBL91SPe`DtEyl_a@1wnR^zZPgQj*UsxV! zc*t0R_1wyMBCO8`MWw0vQ61=2vrDj(8f=!z5uWsmVT4+}V zb$ZdZcC@LfsYd4+rl?D9br-)3kH`&v)6C%K$E+yr<%(smy&nd9k9mH{D*$I+3zCa5 zrPxItAn75C-;N2&4gKDL@fW zUv$`=fP#iD0U8>EVy-y=vs=n{cOZ(n+Hjh|Upg$=@56A)$NU3-h#?7mnSC|SbvsAu zJr{d=Wo;B_`mY%hdU$Y3{tL>#lj>E+r&+^!Lgk@~$`cY?JGwL-{nACJqj0vj+t!-Y z*U>@5r6f+2SU8-PQ7nQzAR@GggNBh-TY7JhbWAA12p92qYN1mF4Ajqn)<&6Y3>rPR z!O;=WOhgkj2?r3ZY@4QvRTif%i^zbI;?k{KkM@a2N`DoI@k9W~cKAudn_Y46E`k z@9F88@AdP$6eX56YitAP49>w0>`gZvJHm0$itpQe7l7AE%+0M8UMTz$WdiU@M1zEY zZAXBLTPHs)x1}t%=Nwo~`vV4+O?q!qjcK72y^Do5!?8t`Rx;@3g@l=i_%^#H&v;9e zlbI3@zy6>TKv5}$X3cSAm8ISzRe5WWO8$j^S?5YIR$kV*F0xIB#HHLU$%9>9cpTRb z`PCpjZ>wR9$wywY4-$5egC_rgof9yP-tq-n-BygUz zvuGS2dm9_keAOr&T(<9G4v$mmg*i1fTx?vN=5_>T8Nez*aN0cLRy1Qex;@*05c4T2Hs?+->dMhi8WkKX zYMHol-=e2!(o|NcFoNgkl6Hp4+4$btrJxDgqO?qCa3A0VSNsZe#}@gSA7(?eX-`CX zO}Y%a=gTJMU+oZ!h=`adkMlVFc{4A|Oh?f>S0p(J;0TLuRsi=(YvhU{Q`rh99Pb3= z+NKgB8+GfC62#K4(h%`v_>hcppLApYmjzHkTqu4xaY-{F%oo7Khy&V3Tu=Y?Bkzf5 zzd}Jho6g!|!8Gb&u8_5h)2GuZ>nFaT$_r@(MMJd9G2w1D$FB_5Vrhl16&>b`dpa94 zF>F9oD2&RYkk2`1ku3rKS>`#2@>z>yd3}`U{Wmpwp^-_yy1q`)!zxj6aBw&s@hH5^ z6S=9~?UQ5MamO14&Ug6&s7eDvx-Kvhc1*RHFwBZFDLubhR~-ok(U4=q6Ny&8LVWfq z(d2`jPR>{2b>zpSsH{_zO;CkHQ|%ksn$)S-f-fzP)Je;XUS$7rHN4Eo#z8M5(OOzl zP)zsHkaTB|9DAKsy0VXN>b04jy&Qte;zo|Lo^8{O*tj#318!{>A}N=O}tqG;WB+i5l=e4%OZ@n*~O6DYN%aSLvE>j zmf3!oz7Q;raQ)x~*)$bN>=ZQgZ4Hi8 z(J?I9csaj6p4&s}g=}Zwf+vUbJG`3DunJ^Wj*XNgeDSYQts&2=urf4g^LdNRW9l^( z3>)Q0M+WqwqK_IHP~lv37tL4*iAeS5i)4dTSp2IYr)7THg-j{>Asmr;0w(2&e>04^ z@GAwN7(H3%6(TR|uf7}5l5vE0?Y$ayfUfva`GElT+f+byHi*i0$89&mJU5|0EKK|3 z+Waad!yr4#C~s-GhbT65QS0rEv}J1cF;| zg1fs13ldzX^4+;>)~x;w4X1lmojUJ+_Jcyit2%-H8{Zh%idFrtdC;UW`1gxFZUld^;RWCqd!U)aEHq{hOR8U{CLs+(HlAy9J}CT5*+@ zwA$$F)tikA1$Tzu9}22FYDWrI_G02gw>$|I;L^!r{FH{?DhX!_ISmg=f;QEXZ+J+$ zAS4(n{IDCbDf^-@Ee4VzB!QhmzPo~%zHSDe(=&oUzNTf6VLjhyV3tY=G>=@rMyUoI zjywqa;qOUei2SpH#2bB81{L$juDwh_H^)@8Y+ zqDWZRS;s)yItB1qRsO0zd^K!Res#gO_$CbxxhiyUcvxu%NiJW4mme~)BB7|Le?hP+ ziVs}m@N;=zSTSV?PG?L6=cOrZ$NYFle6(vICNIaZbt>XHgYg@ zRG!nKBv~g(__d-F2bOxrd-Z4fskcr|oT7GDhS;OyC|NSeV{EZhv|={}CsMDiw)c^e zn1d4ptQ|MpHCRE6#yBX}z1Qzjg84FM#4T>|n@cXdmrtj4RTqRD`i`@JY0;tOSWrm< zFpI5oKi>>pO$533&aF0mJpdYsHHivo`v7>BX_JQMtGsvj(+ML!r_>~+$-_N9fKKw0BJGSRWI9D#HtOrK|jkTJa~p<)J2K4-jHhq=IXL8znzhuebP=yPO zB35*s(MQVRjH=&YH(2lDn@U=Y$Je_ot-cH;*t&{4PAqB=g7$rdgH?I435D783*b5O z)Qo-c*dQ=XS1;@SY2PF%p`}8Tyt@_%QkDn8{iq^xqs`iQ4{jkJVJUMB5Rp%$;89lyBHS zp6&H>FPG-dcBYhydbb$KCC0{hJFQHOei&b-NqoIO(HgCdnoyO)ZyHjUJ$LmeKGdF_eFBaTV;8k-1&&y0Ga7Q5P&KJ)yP0jO4a} zy3gMVYZ9WOQlweOiKp!H6Il_07&4p&@kGXOm*n&XO7J{BpZ@XosYOQ?Oxmpr!YVvZyh!{;tX27>qk|1_?-OnKJP! z?N3F(^7Tf=Fd)Hmj0LKh#4q&$H(9&Qx&#C58CD^FY!@xHF6in{s<~+Hu9q?25) z{Rk<~?hP<8!Ff4yp(S;RKW;1mrN$GQ>IJ9^wl2?6J=-IREdOT(UH^SLC>a!6u&?UM zyB%s8*hN<1>tIDGvv@H%p*_)n*2wdWklY5D!IwxUbnxobpKJ=br6SM8_hFsiuGCSz z5no;6I*FWrv7}U1#Fx-MU%1K~xzFdyKK#MlR~ zx|0mQEOyqK6wTw--dPBp+p^zBYV57gw?w@J+=6j|Nh|Z-=dvHyaFov~U5Z9z)^_O7 z?2ua5?2zO_en7n~v?!X}F7_ayf%CUza(OFr?2lDZ*Bg7@hkU;u?p0maGS3-E!rpMw z2@*Hqm~^YSPS!M#42S6gtCFfxa`=0K_4z!To<+WIk4Nq(@5tHzX>!ipbML4%_s~Nf z0}qqes30So@M4{$f*<`;QHO)x7bgEqxcN=s0h zk^>W9d*xk46Cn|y$!~dwp_*CU&}+)lQ_CTgQS4b|@7(Ue>y^$;EYnb5prOF&*&UkP z^J3z&Kt2xwW`bw&0k1-NFQFY3eCyjtx#$#c8PTCpCRdPC~Mv?xDk!;*#L9mn{Mpnt!W)d z04xJ7VtiLlF~&oZk;h~XQ$QB~hQ*H#j|=U1DWEB(X<|>NJ!LDWw(uXX?|pkh4XDRe zb-2hkW~6;`S(usAMp9_2&@qIhwr6VhM||s{$)PDZmz!x0lb?Z8=Nb=>Q|`Ez|7B1% z=*s;ww%Is1ekhegt}0?|BqP@eG#MXFMcoTid39@(`s^x=&+=!_>RE0ypB#XCjf5nR z%^#97cxv!MSVfRg63aP#ngf}718tRP3<^-4vU_5GQqnZmeaG#gOiX&P4Tq+NmwrZH zZPnzKmB{(odY}^{079V#`7~do(>RpZsCMfz8J4V|oc{j#m0lQ?vTpzeGb3Eqs8C}; zDBY&~-1joGXO^=Xe4EWM2hK^|EI$mo7rQw&&Lh(u%aEa| zP;E71mHAx_0oyAAymSUAaN|p0dFMFfW!LAzXK6VYYAMx`T<;O&w*BV6;MK(8XXI!s zT!REODuu@tn1;8biP^xv&nV|bREl*%mkx5vouukzAExbWMjKAzGu>n*(KYu`*iVB~ zX0%h!*7B$%hEdc{I(nu>D?V0%H=#@iaY&E9?ZGM7xz!*O;5bwiF=`*Oyeg3xw0+9* z3J?$nRc*E{?4}!1GJo|L3%@3~=}?Zn*|aWqsejS%EeN*l^U;DzrB@9R9iU_+*wkd= z{>u&LBggTl<@ph+n0#G--6g5PTtDb+Vx3&6`@1fokgBizbqU+7j1U~~6&_s-x45eA zF{A2{Ah>#IO@}auMM-bR*nz8sel;~jnQ?dCym}NKc>av=MN=0ksu(A=xw{Hlx!4fo zrT*(l@@};}rM^No=LK7*N-NaRs%gV!!+s^^XU)c7b`ZnqCF-tBaC;j(*{SM&u*X6N z5vHvOkM%Wlh}}(DHNn(ZIEUwNs~5kW3FQheNsBzcH0^8mi___R?-_@eV~`we@0 zQQRGKV5`Z+X4g56Q@bf@2<<9XZou2)e_C;I;~r}oOVtCmGZ4z#_$DiGr0w*aBe00(6gLYTDO0KhdoYubf zGTdv$Fc^6;`}zmyXL&Mp=E7-8wb!X7@=9;#QZTKLL4~MM8Ensj}ME_#Ai|z_8(MN zsc>8*x9D^iHY4P*CpTyrntyk44jCZl5i)`($aw2=w2RO_ZLDY&;07V067mMUgP$I& zr*JN6U_Mlk1XT-F)>=WNr8#gxXfn2aS?DTR-0g_5M=R&87h9Shw&a`e;tk zqSl)_RsQuN@eb1W?~3~{$N6VfrY5N1;*l+=3vuE=ABFwDG@YiK9mdu1PXrK$goVBf z&*}oap9oA|aSA+Y0^55@nJx`YkMzYN83XmOM6>Jdj?p$%62R;g7al$PJ)$hX zuxXzk{$dM*<{5jWtrY)ZsX@<)u_EP(S7gC|%qN-;W0j1QPx!mty{+s{kAP0#vcF&ZwtMn?wW_>iwh_PM3~Yu%)^|a`M&DrE4;vMj z+4nC$3B`c5c_AUVpYFan^{?`rIqMDyT1blR#nvYL+g@1Tx2$72u ztSkZ;FZwRd0YN?uu90tjNgR-iE9c|^=z&qtJHVkdd3Mz4{*d;6d$i;OvflfEWEx%C z!SWriEUA=RI@Cjc$-e!V=9|aQA1OEt-!}}|v&T)QS!s6NqzfTxfxzQG{dvqP8xjL7 z#h<|#+_kP^Sc3aBPVry>BpiXS7}=0AsL~Vuy?!@Pun*&tc{s{n0Yw8`MLuGY=Fp%L z;ob0Mh}M3r^+A-PcpX47ttM=NKqip4p+ct!STga&(;G8gPLiHKz}QB)h3)JfRi$Bo zH}O%afTO5nu1Sg{^VBmAbQ z$ls~2L_3heNn8~r4)TT)H}(nQK5?@DlJPV7Q|LXahTC`LV6-#=>?>b1gP&r1=AreK zX}`WuKmWi)JL4FjfV*?uAo$ap2R1xe!ii%gc>nern8bd!9+>>=ZmSZQfmwhvi_Zfx z#g%ngzclcg{|gHxScL3{MRhyYBgNIEX?aK^Pua@|IzcB0^mu^=K|c`4}S zy(c7^Ngx>G_Hadv8jl=&34Oc!c<3_hb9Qhgwau4*tR4C1}w} z%T<?3!=9#3gFIZ~(|2w^0{nTeCrQ@$=iMlmzCCd^ngzMfdf(dJ zH%V7Zr4%ZN<30w)t%QdOQS3*BnE&BgJmbS42ak6LOPu-i|3CHI}au*HrwTb}I$*I`j$ z$W&0~97wva@6feif6o``9B!Qe?+H%@Z^C(Ni+U-HDZ4^RqN7e*SXCri`MT(i@E87L zTSBr?u=5<5ZigG#n=HC`QGJ_GWLYyhy)9|O$kCAC3g@6SKq zHE0;-n-g0Tl4;~Uf6Ge6VZgv4vn%bIMQu6zLs{>d*oO?`&qW7X4#yK`RJT^)eF84K z-(CRUW#Yft@JEWdGL>||lRj#iAXJJ;dw;s50w}kU++qWe{jqp_0qKtOdD9XDt5l%m z6YxWH9q#AqlZHeAk!G@U>Jba4c1h3AT!yo-hko7??y ze3e87{6D7b#tM}+Hc{+G zv&aR!qMsHRYSyZQsvp&u9R-5Cm49yIWa@ zTV=w}6!jE-wxR(DT-1qS@4oi_?I^m%&9GI(2MJa5etCF?fQ*bEBb%>RF1@#d(k z8C)90Y650~>95cCRd{h=RJBxT)AQnDD(Wx_7QC!bGta!LIMg>|LTD|;u)F;f6+Ii{ zd@ITWczgyOAH4n~{`QXXUU@SCp@Pl%%>?gHmJ}#CImh zO=6l;Go?}LbZJFqQ59nu+TjdB{3fa(@j{;Uf27eOeJTZUC5l#gu1I4=q2V0h9V%Ka z)Jt^N3%B$UD65nRhkGB2BTNlHRXxbvX$AhpaEr!=mfIgCqb}hwbAJDiyZb#tR4^JB zuY^Ub+~|eRd6x$$tY1!z-qqb@Zu0g#o&Z~e)`9iBki(`R4nbgVH8AEXRn((1TkiDw z!QfKPZOd)D`Un{Qe*y0ET5;Uzf?S9y{MA4jp?Gv^oyIbX-$fAKDr6B|=T>eGs4%MW zJ$BjLcIr;VzfV*so&P_|FLw;0l=+)XThm6O8zU!n8Nq}$h3TT09Qwl7=3g`1wz*%= zOi>NwTX%PNV+|vksA{*l_+#i*eR4hU1Xrp;A==B0%oU^Zq&ZzVe4uU`-%j6bPA6%dB&Ua-$(#fpOnsdVCq(U`Dadi&mG$phf2}MAm62`7|P(?$a>~Z**=eUV% zFygmXb)m)lxHG(0aOqJ)bu{VsWVnmGLsKlZ!^>V}EW7`TdZUS|N+3QVr!sE0q~YaX zeZOXWIpB$mO-L}{Hstxmk@-Z^he7TAEA;D0#Ztku-6jWy?m5!;6_>zUetWRVaaAZz@OBOB*?#xw$%-d!zqQvVt;~9%BcALs*j+s=oM;B{+05p`S z8z)Pa=6yf#a^!rfU7IIz1Vf=jE}zE3ciw)VqpPZrZfC=dLbV;yKd>Th&jHAYe=pG` z#~xq}59!?iuTBEkEF!1{s79}ft?9tZVWon^A|ZJFHggZCql?e#fj7#`kyCV+O_yo6 z&+4aRZ8HX%Rv08aMuBSe{|LUGOy0!AbVdn^qToUa^wlx!mp_97N^k8xa=iS!7sf zx^j5(-_C24G&HDhxYBR}7|V7nQ9-5sRbKADaq2#0a6n{TK8L%;{r^CH+pYgT)Z@c! zhyM;E%1gk@)6WsQS@a{{sQ%r$PPJh%f6aV)1r$bVe17&_w~O3jf-Csm(0U>KG`!rA zcX|NT$HslD?$SfgtE#KR*yQQ1P*s&WAC+qp_@w+FS8_E7LG$;VA&cEyUPsH%VE#0* zm-jpxPchjTA@rn;`sb|E%|$jIvpm;u$>y8<`fqSljzu@QaY~S_t-&cQ+=nG!X zz<}hx&L)7z#257Z4!!LM(2QRuAb^=6pk>kAw=eZBn7}AeyK&71G+S=D8x6T&FxBz# zF*{H^aK+{)=o)%uZ~W7KpOvrYlhR!eR1i~@{*0o=p#cp+awkT(04<9k&3i5woJ62DVPr?5x=oo_N zsFfPsq5$j~6|QfQupH{Y45F{Rq3?Hd!XX8Sv+6 zs}~DiHCtGe7v78mO98->PN=G@1E8^gy&crrWM9{QSSI{S0bmjnGXWI#sVCIaxM@5T zaE?NQT2hv6EF)<>1pv*(Ae;qrWZh}vM$=(bE=r&>2~E>w+^7X`EW_k2lM)+u3j7JS z@81^H^2?RrJF;4~L*L_;dU#gQ){S})Pt{S?CC3M;X!dJKbPa!phSoS99K7!TlY7!w z*W#c>7H95mVTsTpGdM8%1$x$2bW`BJn;P*EsDIJGWrE8t5bJA^dl-FBH?SOgn1UFB z>>+RyuD=ZfhVU&vWhnk2{;@dhToA&TYnb0gIG>@m%<-iM^!E>?p2!Ute__d3)Cg!# z9nTjrIu2Z+5W1{w-9>~c#dGWIumTFKM)B6I5=Nq}pCuDSd@zRM8Vvk_z2-HbgexZv z$^d|J${kSGwrv;&86G=UiA4C3frWLw=1#5&QQ1qh^9Tcz8tiT+?@=v_NQ#XAgZAc= zUkMCvJ;`CKem9F6B1Ge+L6bOlY1xPjP&x8h(TeVMb_a2MeepC4Dq{GbKZ?GMfF@VBEwEcgpv{@K{%G7<^v_?ItDWyA^{;ry+5N|6 z0M#0*Tpr$B)c7ux88J^3zwwa92{VNi$27ChIbG1x+Sc2lW2nLh0azFXO3{R*B6}b0(pc#MNBOKybUn(lPDQB!ONKP; zPKmmgyDGE(yAhHD2&>nvSyE7e9_2n1&=_Lh^km3t6Wi&!Q*x)g@cb{^u(|_kqRsK; zIE&*_D_P3KL^^#UUa76BNEr&JY_W57bHQODeU4{5?Cu1PFaA{<(M`Gk`3dN{iUI3i zgTt0^>I5YRCfSJ5!>x8P<%V!{CJLC*oQc^;{#=e@)Wqd7jDK7?p z1^x4a6Nx>i8?PftWYJ**^|a_R)b9ikCo-5e_EKLM+S*oo>6Fz7K<5bx3hsk7l-2H( z04rkN&7Tc@x4<9{Bi}2jM?exbYfbFjNI?T{@f$jvv0#Q*D?08WGIK;b^eR8#O?TsC znyKp*kWI)^nE^gNRF}Xn;hJbonKCKaV9{hr)&02pF!fSN&px#pnZ#R$Ks6D(Z|!aE zvdplNuy|fB?|JJ)fu-iC!#1OKC|TAUa+DdRxBgxK(iM)teteaCLO2|Su=E;`U6`4h zj{sVusx!+tKN-`UKN9y$ zP9U2IQpFZr5M_*j>^iKBbydHIedI=azS*VEmgD{j(37evWmCoy#x~#>ujkZ;75opL zePdHpynrzpwoix6cLX2m{B`t8za|65Wd@~{UV~3M`(txt#X=9`~}T#9>wL4Vth^04^7vMm;g0p`QJkDohRH?IDE ziy*0Ri_*J9#q~nPy@Me0O1zZVc{*fwGf@D@b7Kwa)4}faE z@ZaLhjP>t=P&)7td&v5;Yh&341%-W%23J$7$x}OX( zmOboj8rGe!k<0fH7a&NOAss0&44Py@$acGJ&!8)$e?#&Fmfsa?9K{ha>BI`ucb(j@ z{SP<%Wip44-TTJs8`DQF!ujUulpM&AA|(tb<5|n)q^f-HTY&<8fq5vLm3Am3w$$bdaQdnqM6ZVz`LJ$cfWV^j+sOh&YIWX z2_CHl>}ppj5|M~rEFZBR$@!73nL^-LLKD9(Q!5PG-N^4YHJVlV%PsJrQ`yaK8w6Zk z`*%PgYO_%BB(}^C!>o|8Kf!ti<;98>AaP*Kn;80Hpxa=X{*sqmT$yljtyc;1**(J z#ISS=RF{kUzC;BCQ8v_&u%(Z?Q)H{Vj?R;&GBJ~{e~&j-Ih*9ch*uq>r+Elk1OfYV zKz}K%$GX$7*y~jUT)h~yn)GV3b4mpSwfFuHF=T0ZM^hyWEF$lx%#rnY+MyG`m86Eu zG@Ji+Lu=kL^x6p<61z9#Zut=nNzhF?L`Dxzjx*ke2z_09_sdtiQ>vAMYZAyby$p)AUYC6vllx07fR%d%j1PuXC zO<~9Lzjy4>HLBEFdmmz;b)d}}B`kc9wL~d0n#}bFhu!b{XAx2PJ9lV4oRz=pdK!7n7P?P!{`%pZ7)q3oPkjU?%byh*jrzmQzBh1th!;3yRXKB8GAxVj zIzE<;!gw4Yn=b~othz90C1p8W^+bCXY6o)La#2`O;roqhg*uc$7z>3rlaz^t^O5fI zoV@v5U(*m{BtsllvuA#7{5?VZ&a-z0VW{<=iK)d#TQjGv3WzJipj)ZpAlnK)y0>5 zS%6SKk49w*BpGYHLjd(b6cjw2brT##IK z0iQBrg9Xl65D*$jw$IKmD7BIt%aKC1o7Y4>8pw6PgBQz6DorJd3N>A?H+#S34$&4F z$(UNNrx(q*do+%C1Wz^69PNV^oGl7hBQbG;%W730GuE6J-Q?ZrxF}exj3iY}N`W&_ zdM=U@^>I-X8pyIS<_<-<6ukHzvRaPcG<(u)mSjSIWMfMP9eAj9srm&Y7$i8}Yu3Io zVNt6rena=%1bULR1O{lNe?e<`(Y{(g4>W2Vb4&>qeLSC#iu?eaZ_1fVDs!&nN`?qW zV*~sCK-%2AlIK65-r?;?x)CU{Le404EO`}p-}1r&B!7T2j@Fl~@`;DGJ*0 z*=!D$8voh#uk=+9lJDMrMFSA=Ga;M$L34NSC0%?cA<$g0X3u`w&u(VGrhh`7`y zgt&`H>Puz9F%ic2c(oey#es{xeNfi*DX^EFfnPa@E|15rhwPh^z@r(l>51d>G4jEq z;8lA^7TvG?G*RO^1hCX?HlMr+=;A zut8xgQLk7Qf_4?fY1;VaYh^aPnJhGgW{}!y&tJT6&t=-ys1VqvG?%+huyItp93V)D zNZQX9A=T6$o{|1)q4G74-0}2USfd43Oy=^+dG%x92{k|HKcdXEqnH$o@n|#ia0_%6 zM<*{y6PAc5<<`zSsAb%$a{b!Q=&S{-l4?U6$gzCr935ttVORO^!OJ}ITd-1+y966J zXt9&5xkv$ZhR$K^U&=Tcp^Y(-yYUXZca!fEjY-;}1Q*1eWdkRUsst(^FXAV~mUD?j zUYg;Pg&+5^%u^)XR1nYXe-lZeM0|7Sf6=?eA7+3ff>l8d9n3()c5uGC1A59B_de?F zd9*OnQYNx14*>n7CYczHX`&(Au+tP$Vl`r#eb&yo@+c-M#eYJEp3{Ls{aCrsA zi%v$_Ru1~YtO@ZQZLu!t$p14#*Eia_>Y5Y`*+aQR$*4JD*&mx}~8V z6?sn@2*_*qr2NB^Rhg3PNTa?!qvB;ZsH{ zV3sJ|oKZSb;P;f5wrh9#bo+-RI*N>7mK!jRKb#CC)_DP$_T?+ranA=MWnu{`xLwGt^V0!j<4mzQQ1F?{v8 z<+XzQrMlF7jF+Uq;AC>ll&xzSEfQ+>sOikPp{SE&X%Giyh?Kom(~g{kFY4^>23#y! z#S>))FQ0#)dW{_fuSK81p+}L}J<^d;wdgPXD(!Ob3QV*2lq7;caQZSPM9wK^t1uDb z@DE8sT7u*hQrf#?q}w%wYwoi`_;qH|fWp|AQ>G-yo=O@hQ0$8_YXA@$ zLWJj9Y%YJHt4F%LPCkjYLHg2gmsXUkA*EX~uem7e=^BIN(0AyENrFYg_UcU^XkOzi zzmZLT)&EQ~dEoX{cau?mv^okQG5^`T;^TUQT+k@a^F957ol!ae#GP1YnOoegx~3ZS zW@M8Ti5vI?^jUxb!esW)!NV?nNL!d=p{lxd@*NA_hT~V34Pg||?VnIy- z8~yLQ80P{pZwoe0%8gCF<3pa1-n6AUqq=deb_(T0sEt{voD8V*;IgK#OAH=jF7No{ z;AUyg*}@p|DD}KaMNBLEsTsG)PCh6etP(W~Vupm7_AN5lS5EOB!sm9N$|+z7CJTfH z?QkC=LSvgfi{-BfV0{Y8#3llHABxm{MEQ4qi4KF}+Ek-dpRQ&~Z{;Cfj$&8D-7rgJ zbzbg85F^nI1Owiru1~Jb5ux$aNmjYKZl4jUomNm1;41s7qh1R*htnh@NF_P&dqz5^ zHu+0oy@^Xk`9q0+GU(@Xr=V(804dU4`{(+#Ok|{Zj#jo#IH}U$KTNj; z1i32rdOG59aO&Zo$WfQW#3Sq*_rm&43)o6hMTFQ??y9#K)tq)P7X;LWE|d}tFk<;Q z)MibAD^knlT6Y&idj5`()y?}kSC!f0o22y7)M3IZe!9yVtFs-$9rH3Sm!zZtuEJ>&cl4+(EI)@hDbk9-+IJxDf30YYrt;N*)Dz8uc*n!QP_R!?}D$tBt5c5o6Ymfi#9e%Rm7-d zsBAx>b2~J+ku-(NNQI@unPYqp!9O%k@w2B!8{=^k3 z`7UQJ|0rM8+t`IKG4O@Rh5EELdkHjb+|bnWie$^5z0-dto*Ob8sf+zI?+dG&t3s^t4It&5*fdnX?d zP%6PzvVW{1OyVsE8f3&>`*}=oh~Y1n*c}&^HC#8O{N!P!(Tin=c5T1|DG~tG#o~TB))!ibw_}-w) z+`T7QfgFA^gPTk(8|VAdNo_nPET=FI{%Q2q3SCs&qSN(JW%H%b_Q5Si5)vfzHWPwL z^nva)VDsY-<{X-&`ke+Jjo|V3VM}!lEk>lzZ{lgp4_epk*IMZsccn1`wLzk`HzSl( zkjWJMX+ZtU%YSGTX&yq2+Sm7y-6ZTef}Ue6@>yiJ~GSL&dmdupiW>nvx`jS2~?s+JugHW zNPA+G32@^{XdCZMJ2^L77>86eef?b)oE4P?_vhMp7@kG1!yv5b!>AtoQT&R23^L7G z&;`0d64Apa(&LbBbtLSPdwpR_H5ZCc#OLKx|C~NU3YA z5=XhfsS*Crh*Fq4uDkqBJD!Nr^kJAdwM$=z>6%;&Z#^*>1bjOEvSmzbt9B_+cw;qcFJ z!dzF|FjpBZMijV=aF_D6Sc%6icEP2z8;$&p=jIT7<@AVXgDcPOzAK@M*1Z{Ug3pf3 z+*%K>zpblIt7Shin`p$G-`yt5{PP_0(W{sJ@!;VU?zX5{T8Ab`IW{p2c)PjcK?6052GQ9jy zDMg_#ndq2FAk1Fe?hj&9o0uakK|?O%!u3ZO5Dti>m%?r{_D1lK+vpQF4Uo_I@5A-xaPTU4_X~; z#sUH2*qZvL)-~^=oR=ih_*%pez|xZ}WWpyu6L(q?>P!IoQXEiFEvJ+$P?}FcYX7O~ zPgon%T@Y|vkO+VI0``+f=1W_qIF#@M&feO`=R>Ux+k<~UE@>5OCCLn}0I{Sbt&Lkt z{Sewp%*?zn20?%LjJ&Wb$}=??Am|Pfxh4`+@j92HhHSA9VPPu~X-q#x-4(TNmN=>8 z=F=#tYT*%9)FIDbZFdteF9TQUa+>0^&2mRQF8|5&%i2G{9_{I_mmlm!Qvn`TtJfP8 zK3HDp99X@JK{?zHSyXt~g-1Js}Ao@q&jvW6XDn4V`fXw&RbatyxB79fidQ8-c$%ywSL~hM)b%Red zU%4-mhh#svB40_dkiktouKSYvaHV7%OKkIMo6l!*NC?PC(;YpEq-_*fngXWG!e8YJ~!=${hlNzeX5s{v=h)U?_ zX?lh--u#dfp<`5(>W&y9wJ?ZuSq_m&?cD3YW7!K#+>vXWL;_M#N_l(LNhpQr!zwbr zo6xSmJ-_L!>1vaa_QHSlg%Y!m{Y)qpd9O07Tcd_x>&E;HC9$d7Z?0Yks))Kt=ZBFbYg&N92WfKPwGI6vo8ie10_xN3TTE8i$D~4I%259&+wqjuUH+&@ z#MJpS3hQ!*!~`8$-CF0RO2g~hwJk=OU<-}W{u^@;cAjQfv3yl>wwIpeSbkg4$G*hRMG{Q`K_5&GGkBl!TJT<^M z-QF|i>;ZfHkMJS{=UAd^l+p@i_q!=aIdz?gD3=4<6*nfuH{eq_7#P)e=)GKpdS1xo zs+8x14~`~lL`a;D6twO6<$XNGIvZQ<_E(<&4aR%nNWsATMEUMwi{)R0>Dw6~g|ST~ zOWZ_=r8z;K&%_u)z^i+`G<+0#>=|D6jk^m>X^SPVV7m~Qe;N<`RPh)6v5W49lG@J` ziwb*tFwIul+M)Iq)ulo*8-h|pbACFQ8}$7ODfTr3vdSeQOj7ndS(4r`6;F-&R)+q zPl%M)btP0n zcEIl;5+X$C`5ncBu<4*_eJ)M9RNQ=-=57o9u8Binwzr5ELG*cc(MDf;?LOH?cy)7` zvhv4oT|ngyi_g{@YsajM7UlK`l_L!^oATq+3T-76>Ki^5A>4@Pq}Z2WhI3ijr{9r% zPsh1gkg0iMXITAG$jAv`d?+~b&;c8eJ}z*G_NCN2q0&v62&Hg8@kC`6_0RZZb1@ow zyo((DZ9r|O_6k#toOPRsB`RTUI0K{$Y?EEzL*LbW+D*=Vri~Fnj5vfq5)3dhWS$HxFTOH_4D%=@0X+wl2%y zk}2p4M!wPk`{F!o7H^k2?^(fosqzCM@|JGBx&W1C5QYi}@8^a30LP?}d@TtBGq1?Q z7OP~9HJGV^jwCMWtN&Oei0trn;MC4)H7P;j){CyDb2|DJJ)$(9=k-?G z|156UePC9-;*)24EmI!q|6dnC5jEqAdj=$FKt6Y#%^%faH74Ak@1QH%oAf3H{n+#s z?Je>yYHne@WaEBtN>&xD|2vt;@d7UCRXI97hh6cFOlu$@MI9qV>$~*dAjxF6EM$%C z;R@)`lvX5Skn*Bty+ch*-Kt4izwvE*%2P0#yFS0niwQK;Z18jnvJaj+0|*o>FMQqJWQ>+cZbXUtg_GrJbfK zz}?+q?2e*2p3*R*0c?+JDVfyiXhih4pKFsp>3%diUuU2V8J&iIvvuu*=t2Ba ztyqAOux`-(eZuScr0x0_T8x?Q?q~B0i9P#OexZ&VxRHwBVlHDAkl_ylVNdW&qiIAA zw`a!7ZJ|r*#^m3hFXhYEo2g49RI*Fm%k8@O5>uj$51P&&O8({ue)winSlGCsF`cu7mt#HpR6F-~FJ{_nZmT6J|VN`nHFk(nN|*f8!#4xb`^ z-6mC{4hePO_kfdKD09aA%JLv2{`j_?|A0XZ?eT zJf>9ofX5vAxg56_lymh9Uh_CgK~$or9hzJQzO`%+Eiqz}R{^G72)|iB_E@UGhp;os z3)PO4{+pRBW}b?^Dcgt6N>}^_M1d>t7yB1_YP=z;z52}=NadLZ~fE(^vMQWV_oU6jly++(7*~(^x#}gI@4h5(G1h;4DfufP9VMy1+%P-RWn&fHnxRvvs zch$UJFC4~NE?Bh4%>O{?jMf=dC-$1c{_^6qdsB zWDvK_kHSyK!*X$i);#Ty@m2LSX&y6S;JMJL-{9FqKQB|tXWQbNXkc3S4xHt#={_e6 z97d6jI86yzA4mJRm$c$&Dx7~;y%jEp@^#mz&P@w$72Z0?+|4wi%o9LLZJfo*3+9;2 zuPjcYhAENP%1Q%?qEICKV)Vg=CDYQ5&2{>NQ+WC31*m9#u=W4T7@D=73Kq`6bxYw47Q!wi_q?5f;|QZNVyS*k>rr0 z7Kn?lM&*@b3Jlbx0W1}gBKXb0Jy~l@n?9LT_6q8TMopf%`&38rt|I%KvGCec)XxUc za?C+|3+FeB`#z0mN0)|`lAYh(MC_7hgW228;*m6~zwaAXG@NuaVG;!e)@48s6bP&H zKK;V)1p?-&l0Rxol@TG98RZ$t5YCw%b;JG-Q|B0vXZZi^w8iDNY}>YN+xD_;+xD_u z%XVwkvbEZs{apS2dfxV;`?}BjI(>YP&sTnBV(h?HkLi;P*4zyfTC^#8TJch!jyt zooed0qjbZ81nN)^hEaI}vYc*5T_e5Z*^B_D0{z|3LltKYZ^d?b)m+3yc6o@0<2&b0 zFuYC$7S4R)XcqfwLFnRt&BwfIkuVtr@x9L*2Cdo_Cz;C@u`F^5lMt~9$fO7J{GO~% zw)*-?`PS^1rV%1n21-U+yDuos32ujql~)mz81?6_zOhRs$9J`3tZ0{zPlSyPV)U1r z&D{@9PJz#%fP{yRy%6%uyRZ@OfYMe{B!a{C2TZp1xlg%}SastM+s^foVMDkW}7xyb+fk6sD@%%bZ)XB>!4}gE3{COGs?x`VVP?pQ1*>wDGfiF>Jkp=JPGz2s7pjtew_eUT#W`5m&GVTy17Xs_Dgrv z%S$K7^IIhGK3sN@b${dE%);I6PYfuh8?SVJ<9Saq=a7^kN=5K=Pgm^x9dgtQTcscI zWr(g%`;-Z`B4-(g5(ag~k>KB^5+!)F3f`%K1qL@d5dWKN?o+>WVx&aC+cYv}_*?PqHdJ8!yy~+8bdy+cd9bH5r#G(h`oBTBY>FVX8AL3_m`DgK+8Mzt z1Qf^S@p+g%R_1a5etL}l(8e^K#jG^G{PjKn>ENfH@1k;@1z}N}&(c?z9P0W~n|H4- z7c5vf=KQ%^ie(0~hK9(Bootn)HebvMmE(2ojyf64#J*<;N(t^i8W6}MvCwsjg1~U# z2N{&c71B-S{E%03W$nlOonXGCx-4ntnVNNLXV4=$JNq83S~J<1Nn2?S~_?Z~kc&FZmk|k=S?(Z%|W;yPxY2ir_ z1hM?9*2xWv_MWGob;56Y5giTB)O{$fa!tiig1^%1RCzg5uf~@bo8rUEQA+d2ob?8X`qjKs>;JT=h*Yi9CjWNt|E@6- zPvF31-=mxdi9?1^CX}I-j9pmd*rcwcnP1Yz2AvZDsaiupL9u>;vd4RSwo<3ZX3Rxe z+w1pNSt|gnpuXlhph*bt{O<&FVQrARnHasQrz7RIACjcyW1iy)>=Agrp@JDnT2HCj z!Y;-(l|DGWbdvOKlS6wOtDxM7dktxeaM5T;q(Mj50R7(6jIOrqs(i1%=D#P|gb(ynRLM8% z;Z1!>HKZ3Dt6`N*={Jnv55BZ`ncZzwc zGzy?=d!%kNZ$Vy?`{0(?WA{yf|HVyaG-H|UqVqJKq%{6XlI1mq3fj(Z>2~Z%L+SGgPU250~={;vCPi}_?t9oMER7Z zN51YNSfHd?%=M#&0L}eST;z~zM-=vmGK!olcQxq-6S|p2APhBC+#D!dh{}GkA0d)t zy#8&!-YR!N6UHLK3JO0Qj1T~G8nvCTY1^y4*w(Vxsr`Up1KJ9ETaoty~!il9=Z~o}q%1 z#d7$>CID_S$%F)I1r)l{M|o45Edb2jk@kCl(vY_`sgoCR>k-rWu`h|Fc|@)V3LCR* znr_h8{ZB_-Luz*J$PZ!9gee6(yLu=!_en`IZGU7CMxKbSpjC3QXflpD^iCTW6O&RP z9g>Fx{;^fwbYc-WXQ~joA;~X>$$f@0)WmBA_=JKyNN67ec$8Q za7o6syBdNy>Q2lt!$BDlLH0=$@E-C|>z)S|hjA8&b6BDuNPNJx^R}5sY^{iOF-a*A zjP7%vazt{32D{71nGlq8fA5G|}66t5!BCFXls zspkb6rx?~308UftLp%tfjd)|w?c;7{^|8hT@JO)L0A6!=f-swy`;@@I^8kaa)%&!v z9QQ{_w9LQHiVTz455IIA#vze-=Z5J{Pyb7|%?kaN-*X9;(Ac@g&(qb^v*>*ZBZ+ce z@LNnYmW?`69E~k9OEdXlcyy>N9XORqsjel zV>NTN_xyabc(VJTw~g1KW0vpe&-X777f6A?FaIMW&UO{RP%xB;1BpG06yb+`;UXtL zTvo$KAGyf@31yd1W(ydat1ijw3PNpG8_k51iN@!C)b&7;h355XhIWR6(&;knPA~xb#F4bO5hH{yLAc=yS@Hk6^1$Wwl*9{mtsaRGU zOh!##9{xpjS8KOOZ~8sk9iY#2TRD@UfJgym-9NQ8@(7qe%gitCFSoW1;Kd~V0t0P@ zjQ8DnL)ZrW`t>mhO)<3=R2uvSz`f^e6gG~TCLp$#zc=f zr<~pam2!F4>EC7W2-8;ku;`x`@Bzkuv}(b5m{9_qZ*}T4dTKArrXmu7cbi-{(`Yh{ zZelhvBr*yus?F<))3>ns*z5Fl@(LQsu&p@MUq@5v)CibI}iwt>~5Dh zvkhorzgfpTNaUA}z;wXu$t>iIW%{rVK2||TZUW(oOS0Z0?j_?5mC6j$Xz(AlX+^aW z>A7EHC$FZ_F`V)gb|nA%!9Yt8Kv|aU$#wzk(&92@5=G~gC1?mOCg0aKXZM2xqDmCU|R-Lab&s*DHW2Kxy zD~AHbmqf|}x8)4&+Ysp!)#EKz2MB<8dcQPX-}*pV&gpaDFR_3s2l~?sxlNyIxz&#E zx zVHzf#a-)*MU4*?9J4OlE<-F0lc$kb17-oqhKwMx1@?3T=S}X!<14`UXwo&L|3!%dj zp>0wk$E$52vnngwfRWCs4dwmHTIcn($5z3dh{!fC)^dSn1(2xsZUT{r?tW#>2Bp{P zVna;c6S}z2MuSQC+OPMy&u2267fRlD&(an%SWsC(V8MTuDLD01Ca&CSx>(A}U3{Ps zJV7BbT)*^@EfEFM?}9?DBomHLw3N>oeu)f#~vMzy@rc zU%1jCzXD7$YqDgSwg?c@!GcbiL<-ZvCF8?{b1yKwKti>37T<;{XY^!*Pys#EDX9WN zz_@_Hz=0zF!#1RWRMxF7kZbP5M=#FVHWEnaSyUFuL}_WC!|7xkdtD6`?0&))1P2eF z-J(y<5*)w*RpH5O{L!1_pg4W=jNCCJvubhEb)6$~05gWQv+8T0U?=OgB^?G@5YO!wSxA6M{K^Gb@&)b6DNNx}; zcumybOTy2u|0(3K(KJSX+Ap-J4Kt&mrIc&{w%HA5&BoI;iNfECb5DV3fQrBePK4U! z?3Y~4xCMX&MwB769@xF&`CGMBTC7VHR2S(!SPTJU%@q<9930#ds;O=PI|<2P3vZv9%)56I}y9{KSU)R?U>#hcX9=FFlFL7@0E@CPhOvh*vFV ziaMk53oy=dBNxEKeEVs3wSQLIB@eLQR3C1g9KWX%R7_0G(d9!I36XvZPY_0Gdkwgl z_YDAq(_A0TYWT-6J^}T)KbF(hwe{qDxxYdn(i*9T349C&g6pCIKg@vmdLH3ev{&Pk zyZIj)b*)-jDnHl*0~A0@=K&L-?g}+F9yapg12@W*4QRi{_3yv@?oyV~ zFAz0>g0RNCiGpgX>Vy;Ra?Eg`QVEwB>a0;nJMbhOUDGiYn?DFDVM6_o5b1hunc8h^ z92_fyT1rd>vVFTKS%}_qb>qp;AlmL|1d)2DJ#mcYsmL5gR? zs2qh`+DP@U;wCCm?V0rmV@E`;Q8mQIa)f4xe`Tm?aLS#NM9*tFx@?-mql0H%49h_Kar?wwV0`xl0uH>7R3R_T0tneij);iBW;vIPc|g@1U#!*ZT6%J`tbz{=Tp;zKf4f?ch~Ro zaCs2RN#mNKqM%lfVdPGoh}yS(q7D*8RfhwK?TW>!l9#D2R!dB)x+x_hoUO?nn7uK5 zG-@2!)(+q=nY5|vDHFzUbn-N5u;h%xJAwOnQhVg!jMQS42Dlcb!otE|A|PNv*>NWq z;`9yOyf_gCU3gHGD=8ILE|q4Ou#fe=aSj9uhf3g^#WNpN_wW zQV@R*B!`&Y9M2E<1;fwkg#J)vyh{d_O5z0@3FY#++?8M!WLIRcl~L&;H7c`te6Bjv zbwUNJCaR*#q8pyib#zu-IbX}#z zeHvRN5GPxynM)PAL3>E3P+MisWw{LADk`ZWo=0Pn2OO>teu`ndRwYxwzjuOR%;Kc` zwmD>3*iE$P6yJseLJx@p#*Xoc`FI+WI^7OsptgL;V6>;F>_AQ|0C96Or?CkR9wX2Q z3q$dFaW%UyoLRoYxWkv1Vp8oBcij8;W$DNu_LRrJax$*Dd*agiwLT5sC1Opy!p*xp z1*#QGVn+SEXH*X)du=cA4`|qGH3)K-Ua)~l=ZmP}LWz`hQDWO<`%5~|G8lnwB6+_n zy8d>`;QL$&mHHi={zlL-93q_4glf-lFsg)XTDQ*flS(=+$pufwl}h;fM4}|$k1jy~ zXPx0}sNMuuXIDM2}?_d<-p2%uwwZ}nt&pR)G?aXen0K=`sLpunun!UpXJ z6)m&hVB7!wbg1#kr#hQAbpUp)>$=RlS8k*HE+UKMVyx!+d)5J_MkN%>-uZ3-)}>@zA2cYfHL{PCg&J3f#0<)ra;f&IrUZOIGa^7SYPloyhQU@)_v zSIacICIE2}#e1>UXMl;4#>5?y!wYpBt`bHVr&nBLts2CX*ghqxDj7T2;sz(wsIAPo zk?$X~CTBEs`5Mu*#L$~8v)A(1GU&y9j~lsMxx;GLN^^_@TbuIe$pwMoY9wo!y57w9 zboCR<9y4-!bwEVi1E2X5uE&vjz&G=xxZs* zZ2u`kM8IMe1rD|}WwQHW8oBXP+7iXPx)*DHQ=)znpFo6f4W?9khIevXMINF7k#ZAr z%xd8k^Oe?IG9|Iiq!hz4;-GXto{2UkW(i0rSh}TWq$Lz}mF;{&5=J}~id&S!1tf%Yu=F+Z_C0W)Q|V%`xH!tA|zR1d_H3RSaP!B z2g1|03x2p%fD$`z)6=C&>HyHk?h;6QnFzlNgvPh@IXs+jixli4QRtQ-RdnckZFL5D zA7)xu|7i!dz}i4S&T@m%VA%MoMZVr%_o@{y1S#bbcWE$ZV*B|>BiTPfWXN3}8oDoX zdNIAzGXi5@3#N3}Lek-<;e*AUOVZ7?_(wJDBsC>tV#W zG0`eumeo%;ea=rrhA*JDr2!aq~0O{YAAXW`4`WZbWjz)r-7%VC_I(5J`Y z)~pSeYRjL@%NV0HD<=!Z8FO9FBwykFD-b1OUuC4F8gf0WSUp9e!(10PsD??I#PWA1 z66Ttn)#?;Q>1KlsM-L*s|MTrOu(c|$i=Co4@ z9SR}QEW^8ess!_ZU<&$(mG-A1(SgxW-&uTCOq70;eVnP3@86zSJc;FV4dsjDQ6m%B zRjg4*c_jlXq;@^C4xa*OmAaPU6GybZS?_9UBo!xacvm&wH0&*hQpJI_HvrFg!>rY$U2lk0{HMo64K(G=fDh+s-Q^L7{Nd6?v*`r~N%} z&t$OYyM=Q3uW>HA{M@4D#4MQ{^``-+m=c zR$x?Se62MP!Zg&_}xqQx8vB#jo{P00^#IWx|Yzh=)kr`+?pRX_3y^0@uHn!Q=t zhc5AXfcNxfLpk#0IDa})LI}T$sCrO-$27=hR8G(%9J#b*>CLi}E7Ea|j7v>>Aa6OC z2$^oD_uVdxOtKx?zJ&vs@K>3Ky9^=JlcQ?7*47z0dY$t?NDBZKnM$EcSoe zlf5il>xYunV1HOm_8=~8cDI9gXf=7%$Zsz${W^c~!=kiEoge@Hsj@zZWx0gkeYZ$$ znbw%1polOg4ACr03f(5hrNR$cxT8#}{^Q`f?%Ax0 z9ge#~eWhtZFQHnaxZ-=qW9R~jS zfr{7vdTIZ(idnJEV)2SvfiQuXPVw1qVPbKp2yj8Vqz2^&f|0Y$97Yu=)`>X8oq12% zG_bbx7wvUVA8{g$)@m0H(0yB^YUGk-3^&||9l%nD^QjMr-7$N6c|48BE(LU6n(ekS zGE!JR?wm9>l;X3xHZetVD4nwM?iNR<^iL)~_gJClZB^i$g@r|oouy}~9gOecaoXPp zf4*LEosx=lx+S|ZYS_v1lBf4eguijUH<>b}A&slUuhe#23N?(d6#6S`WTYMw$^{7$ ztO-u+aF(EjF7axiWt!}sg=iK@P$2%6|c(AT6A=x@G7#1;mu z#-vj=&dnI*!+)2$xl_1@Czj=g&MDwv~T4m&Q z?ovxZi4S(VrS>xYL&f+?O@sjs#N4%<7hpN#&L;YH#mS_<>5;*|Z2;!fq=F)4Dp;!2 zB@-*qoyz4T!@EoJ&H0v|GTNf)W4XXY?7bcx7gh&no8YGJp$JeyoG;7$uA2Ee7Tf54 z4Sup&9_@4e=Dg3QndaLrd}qf;iP43&f8CTe;d-yDrO~AQ$~(^9635EX$l_x7nY<+e zmarRmALN%M&?x?rnxO16eb0AXR^i$G-de;)c{~C6d_a>xn-#VZI?EzgM4Np{kuQhp z?iQpG%co`q>-j}4bm^v4cyA7NZIEz(SUxM49~$xthMl~*H=K|gJ1!6L5hDI+L)=ss ze=xPRCKlft>_hvj`=S>ckINnbf$KD?89%Aai=XT#E#kuWW^2QLn{<7uu)-(Qp%N zuJ_GBbT_|>&%N-cdcjMh^G%2(2 zJV$*7ex)z7>CrpiQpn%ES5rZANBI>eXVsSyeci?SYk>dcVTU^@6})j#%-7|8YsFx~ z<{_aW+0f#B&H_HQY|JZm)9-pjCxu}8G$fe0%);UE`djppgy*-M-jnpfcpQN^?PE+l zJZy+X&7_G%zKjz26?H!mYP$srR^_-9j0(n2L@-O^0l6;^piQOZpREgmZc360ne0Hc z0p_X%9cVJ%1-)6);pG*dJVfx%qD18fBU!XGd?|~B3en< zrg-PTM~YaoJaAT1XJu+zg8mI%21}SiQNGV3>1A({!WE?5m#*(sNvqXZ^2^CLV22M# z3tYtB*UDe)TQ30L=MhX&A|TRwGQYG>xKQPSQ?XLWz(wAFf)#sgWX4`a-T0sPjp4u<6VaqijJqWlV5 zm+LfAgh4N#dHt7LPIZ2^zGM0M#88NTIpkh4k$wlSE&I316DRNWRKHWTxiruNXGcG1 zk&?otyA>*6;1QV>$kppkV3zi_9OSO&smZ}P4rus;(jqPeTGHC&Ka3dmK4-3MR(rOV zE?89l&}nx&0TE^9NoZLal{pmI%Ob{<(s`;xP0(GUtZYj>A?s!cnO21k(lJRU$3MDf@ZTyw7FR)+ddh7 zJP+0aY}eFmRV4&tOg_zj-;VpL?575On`^Ic?oqSF(Ia><!3Yna@y6$CGwqdlMe!@M1F6ziwma!~O;`%nJ31)OiwXBx28o^wKQZbefT1=n+ zTqDNAB~!dzSLCo1ujS8Xl~wLXHa-7NOlIu!T%@BP^|8V7$|lVU2BTLQl<%N}m5Q#r zS6@lZ(uh_maJ%5n3;*K>W9<~JFbjv?x}pdE>2{1#N+rjx5I35gL%O4!1-Be z%F|=zuQMx;ij}phF~Pg#bWS{}-4l8r*H9f-2vj2WE)Rg?S#fV%S2K7P#nZOPWoBkt z=Pm(PTwN9iPFo2S@%7DT!E_dj+*0*UQ73>UDG+8m7T#qm&3Oh4Um zX+(gImCF(RuT1q&Xd&Y4IDX z)<%qv^u;ALz%q(Y1fQ#_Zz?#=&xMevPY&iDf5VJ%jE?((J1~EQ-uVT6&uEVt4k@K5 ztV6cqr6?(?1QQ#_Tevpl??g&ey&x5TX_M+uh~$2wi82;C;d=gybkJbXkh&`QLAZ12 zao3=7mI`&|7?Foy^KWNqQpzULB)ehIb_bG_nAYt;UlsBT%X^)}iQLNNII(=SAlH;p z5A?0`a%l%gMPQ+=0zdttzK?uf$mj6Ofh>~n&^35#hY`WStA|oRKincPQNCW~yKt)W z&05;Uham}QKBXDB^gfpqVhA)7Ix6@L~gLOTP78awW0rAX!M#4Su~uK(v%`+l)^n3)UH?= zQy)!Nry8`iN>w;~5LJP~rz2S)T85`G-Llgzo-!1PnxS_sg5!hvCapH$p`x74akBX3 z=?h{5O^`}lrn|O})xFo3b0U-ss}%yMo3l?_XEM5dciV&+w-cn8ZyMjWJbHCq23fIS z-Ye2jZT`?becE`PhcHBt!+Bfmm0`81;cQ20!j%&7g=gc8&+!gKx8tY(#5Yia`doOX zLdwM;(HV0}Hu!v-xX`NvLiX7V0@u>W*!KQCXeQ^@cp1}^L*}${zbTVs&h-bd`z2cr)rz0xu&uSvquuYE7Z6wo--1VAo})wIzfBy^7ndSDa)`Yoh7Nc$#y=ud zMQtK*GBabEA!j^*GiL=KHdBtA(U#)Uza>1nac(hy8(sdR3@i8qW~&kQSz1ehGjVW9 zr96N$0aI1f2tCABOaAzm3su%qjXBm-1Zl7t%T`r4R}QdDKXk5 z?zxJPb0Ac0N!Y2Nm>Lh0t@xEqmU|6U6g(n${Rh$M0vbA}v6$6wk$5H6^ENX3FE%rY{yz;)`|k!( zSJ>3~SKnJf;8fIZ@Dff*!ntzxr#=IBy@hvSFgvE z9!Qyp?C#Th9g@Va%b>JbkrX|;!(s49T2a0@*h)B;;LiG*Dd%-Rt+1Vf1h*xL%U;_& z5;Ws8SY>zF&r`v8aacirNfO_dEg3h#PP&Oin8U>@k2oor41^K)C3(45=Zim&gD$$3 zc+{DR^(VT*WF(~vMH%E1s-vGGVlOEtNHR5ox<&rUs}31AjwERE+Eg4psZ!zLGmwdx z?7V+w!HekhN>51Z0}n+!>Ic7PgSsrl3*oQ*9)teoB03>-ZsIj8?bFA}<>J=ub-C0s zvta!)X~B|#hA>doi#8U23C{aRjTXLo)K8C^9P@LY(JAnK1tu?S{R{RpwBtmM>!LNWzrwfF8HrlQ--~Kz;0FLm__QxsmQ@|mwb}Ezl zUN0O5GVsx7hR#Abg*I_VET%oh*?$Uz5!AH%+kNAS2*@O;Z%C zcBKD{PM7*$VK{U#R2jM?ax<0sjzlp6fjbU=5!v8giKDc8DJ*PYN96O;RLI|P<-T*l ziGK|wPIKDHaLDLMdEGKkmGY$M1l9F=TBsSJ@kIQfbHa(aoshaPG}aceuT&DgUAKRU zPrP}bOHvS`lt?L|2(zc-4i+1-X6DfE z8>Qrr-O(}8DVKIdM>f&25z2GxetuW5fe2Gt=C)Z z<74=2nsYo)Ow}aHRzZVqk67ka)17!T-DAN+7IPJEQ_51})@3i(3JzmhjtKc)2U^xv z1hw7r%0p-VPtLhRZbGBM2@rcT++togkd-w_xo2)NUeaHE66M|blAm&(FAMcxL8~|h zRK%_mDT!?I<%VwhmL3s9ZUeqnA*{nkk#8>FroDxzcFw~E{pKRohr)kVf65Q6lFz5G z_4vH^)}!+U)0*6NO<&9-!K)nNTF~$+ring~5bf!4-*=3EXUR=fRB(}rQeBvlaPAU8 z=BO#(X{#~{CNz*zj7}=x5dM;QZOC2qsMKcSr-)|?-lcvi=aXTN5ONf1hC3t^a$|7& zBdWx`qZvE-4i!E|-PLv*F=lWYG6K0RA)8paYjTp26KbH4q~X`*=GUT-Eks1qASTDT z-D8ZxG1STOlsz65gdj~=*&Cib-#tb#h{0cF6(%qIP?wXaIG??>CGC&VG!5ppsMh|lm%gZ!fu_ZtlY6R}A2O&O1$iOoX zzTRNI-rl4TIKI#8d45Qt7A{ZxQ{IzQd`fn(ov-gHU#H~#syD;)w)m8{t!9%-3YKa& zfIaX8x+obD0!30rcC`5#Qdt|pA8+6H_0nQIPwp9m>6oXvEh{xOF^P(XF}LTNF}M=R zfIKnh61~U>QsSbyY})<%)^j_%B)<1GxZ2(5`wQ-26KTg?Ta)SjkP&EOltvBD617M@ zbach9NeCtOdo8EP0P&#dXqKLJ+Hb1zcvWmv)Zz<5nAHsaKC4G{F?G&^w}G?S;O{P> zx{e#Ht517~T;0!<3m2m6;gf3a`t(xa$!3H1I;N9Vc&I_~+D=N5IiBNI)Ot=v4S(MM z=%J#1Ei%Tt7GnQPa5TpA9NvG`2K%kpDv*n*HocH_AT|kH2 zf9)n$lvW{SPL86)5c}mv!A5}r7Bs@Spp1~Jss-GxC>>#>pUKchj+7iOn@6si*2lS)gVCB`@PY)dXq$}`!U_ZKXAeZ>R`c925fO-^*V=qn#Pf&GbriUYi{k|quCQ$JJ`_Dhg37{QT2kkh zQZ4k3_>7cR*eLd1YLK=FwI~_^FXZdI$-gjO&yZnUTL_4YFy2yQ=^FW)1?ZfC&k#UFF5QK1zEksqvoGRq%E})Lq4hc`_yF4DYZjv4TEW(+Y)NUrox4@ zf&cI7#x>;yn)K6&{pj(SW!Igt$;bjR?GlA@DyR!$yQ$mX~OS%~--PyXG zAxBg3K>2l-04869U*?YfA@rbCxKDiyRh`JP-Vq^60;igl_Zw!Y$+nTtT}Jp!_JPqt z)>^ntT*^1jYt=^@G|ZWQkL4}UCliIFyU)t7Vz6~8uI3y6M%^`9AWvu%%LPkJR%Iv8 z9xZ~$Wn?`0agL^vM;~Sys|zTXP{`SO-PyD1$I|O@0^GRd`(v>7hRDIbdZbmJ4s|>E zezHxbjUQ-jXC$|+rts533|*n}F&ZaT=dJS#{PE>p+^#sbwdy*R^6-wx_FsqCD8d&Z}{zbOgsIPO6=jF&sF*6@CuQUg~I92|O*t>4MY>oP4yjQD#b? zyrmvzvt8cWce8>?8Tt-UOs@hm)1e3yy2P6CrY|G`5}m#<(+;09?j~H%gbg{$9XqW6 zP@soBA(|iHE`FVPejgy5LqUF6>3ds7$+B9r1n#FWp|ZXNQg3eBKIS&Z9QUz$f=ts_ z?GGkWCuk)WbN&z2{GdyxfjbwbbrfWJgcraF42S2{u>>>t6#@jv|O|Dcrp zCC~@Bi@ga2A|BOdiK}6-%i+uuI5IMv}5^t`opxo;J4?#LWt;No&Jon0#x&Hru z#(+Zbw5D+%SQ-TGh(8|r1I6nTEZ7L4wnSLd6?|yxd#w=_SO27FB};yY9W00=5kSO) zxj2=5h4&jU9)G$$>pwa)`55w;rU{P)pCvuo!9>fc9&%&Li zh5nBmy$T61NGJz^oC`lk9ztiG1BV-EivVlp&1^b`yaS^7iygA{a>!8|8i)mNz1<(U z*~l{biW~@M8EY%Igsryii6)Zwa`iWx`UC3&Kv1E62J>~N8gBaIF)~db*zv_IHk+k2 zw~t#}50KgETFVcY%T2vkF)^oQC6Wu+z(%;*r#04{iCX~j{O_M^`wRG%?a;cK-OU3a z$Sfp|{%(~9;KF0Ty(SreuzTJAy{P)P7ccO4?QJKV0DaXN&yoZOgAmL%I5CVw@pFw5 zW7?5b)ST^qxV`^sm`!9$j{VB!X4M+IZv+H&YuLEBw1A*AIVB|pdw(1U+3v(c?31iQ z7!TWN8s@Z0u_4PhEGTYPh>nhq0sf)v-xqE`#P>h9HQdVpmptXi*2H}<&x!|03(Z37TyORceHW5 zzFQH{i6okaTpe5q!V(i=(>JtfHNOP?M|D#+AkN3GThw&WpVARSpliQGIHk|T`M|C z?EX0+Lk2@SdNPweTOPu?q)h%(s48sV512e~+pbm+pQL3$Yj@Uxk7}tA{>{^(JL}j};79E1MN~*Ztdl zEsw=+oAD9p0iZD`oNgsDFVfelDL>gz*XxG%8DZ-&vw{75vGJi$KRo-)ycS>}LWo;O>4ls7JCKP1p7#wWUAxT`d zVuUzn_#ml)3IX-t>lFk49&vmG_rWU;pci5XhTYpgO{l-rT!LtI@9jTCz;5T79e{iL z04Ori_+j~+-J>nmeiz8lg0(po96y=mGJyte6t>B#Fifa`a)stdLDx(D)9paRDo>Kz z(rs}7QRJC&zWFOP+iR)|H!3;YHMK~I6KYM5RV8zkw?eMyYg&Pyc7>C%EoIvH&EJrO z(LdwKxA<32j54mxt)Ly-pE~$P^lks0y}f}4spcPON!DW`f1k==I`v~5QStC-#})9? z1+tj8J0*1Q>1k+WF5FKR4oWJ_X{fClVXr!4B=wqlevh}Ydm0~IM8bHID1(){h9=As76Nu5OJroXm!dM&1FaOiXsLEEX z;1AF;bEqB36u;EAAnkQR50oVn9JBS5!#p8>dhbZBvNEubnA%_7vWX8^1qadN1DT0 z*Zg5)84ewukWx>?;b<(nHtfa5*_Da27SVR!9lRlnvwklUo|=dT_aug;mcYaPyANx% zab0iSXPr!O^hyGW#J@Y!};b_>=d8OBsaN7hE^!bh!asc_5ak( zep?cH*<0dW#=X#4H{USFk7_UU33tvyN^ZsV8TRVS}HiUuqT-@OK9R;6i} zS<+bQhEg5`wMaB=hpa#AEhdNQ|0p4c`dZg)fVOC*Lei#1f9*<0S7(veab-3^Et`ar z_)i%E(<6s8)~-;+*G-A&3MO4xR-{}rA0D;KF+m$>BUocAr;g6qCHsb{WIEf)f9JMX zbCutl03XtZEmmuA%v#i-hj$mp68pSCnoYj-3KBm(P$!i5afq`}EP;e!){Vz2Tn0NG zBG@8f&tmp_ZIzJ~{5=R+!verasoSy6>YWchw!kX>HG1Wp6C{O3(ALZ3_1~9Fi|NCi z{MxGrUVa-bhNPwC+wdJsG>r%$@nkW2aF!xsd`n;A9PVUJOX5kK&mwRu>*QOT>i4?N z_;s^1hRo9)X63P&dxidud(wh$0~Y6+D2adabejZ9AYTBsALAz+15CuaTl4FglnO2xR8S2rKCSv*)&%3Si`1M+xiX{)p1AG*Lw;v zf_^gA3`Neu?C~=B{45fSez{F#y0s^QddcH;@=OE#;~GD|ujsjt1C_I+A92sxMZ+p% zuU`k|Em}K8Rw5_nDjQi^QK77nD!^A8+}d95JK_(12kvou))>_2%{L7sAuI7AK@}k6 zI)Sr^er>Q8qYYmsmkJ>Nx@4#+b~J6Wlw(-~bAR1%>b%ixg?$l*laD((I@8ETk_4i(0za@^Ia+iyX&GWUE$+LZ;CqAd$#1B3g zypLu5Q9G{`h?xMrJzxH4i7+-Xskz{-T>twf`U1%OGzA0?j+O8Z5IY=3@=2dX<4Di> zsIN76FB>+q5FCHWDI%Bk6hoRF*+OanFPLxPFJ}+u&kVx#J%S!Y>xP|0#m&H>ZFLZF zZfna;kWa=%6`R7zI2P&xi+Ccc4UPvNk6W5lQwlkT_Vti2x0p?1$=U2)&iMWB^ymW* z`&QbGE*);8wJRzF$$7%(0)VV7Jd`}%9Y!*vH!ie`czXowR!0zjO$F)bdq zoVPpOlOXk6bNE*u!Xx?I0vLtQvb_k&{WE>&_df$+_HTsXnnNie)Z^GsyuJYuI0!2a zNrX?vPU!N+Vzd!t;|S~H-q?h!A`p{;w9i34Gv8N$O%ltYrwlGXb(~ zI57^}H0gfpv0Jr*xdUo?{Hxq{g_Fte@IΜ&og=^LtX-k#E+N!Q``Du&n&{SzGTh z+WNV=77UG4`w3RgEBN!5D%U@_$G<-|S5>nY)-pqpw`LMnw-m%$FyJRns>3!;)+7a< z!sW8NqEa%l8hx@qUW=B%Uy3E-;*>du!bO5r#8hn&lhU$CBdl%>2s@pV=-g&*>Zr$P zQnu#=58OqF6$9e9iKk8akXprIE{0o2cMZSdDojL~$;TBmHSRySux)28WHi6WrZx<8Hw%KyY`r z5ZvAUOul>WsdKAt@rSBi40~pJP0#A?_jxJK?f(3o;n!od4l>#AZbo9+kSs1e9qsir zPA5!be-NRAyj;!9pq>pyOudzeg$*~S9&_y2Hrl;e(!Ux92cmh|$2!_}-8Rf7tH)r| zSY4KmuecGbRSgch#yL-04?c@UHN@q{NgjF4rWqD;*X%uzAyp!af$%d)4CIJ2Nf`Xb z1DCW#f)uak=7M|Y`K-254M5*tF*WWzbATbq9!`G}@hFs#*69Sm6{*4Y-|H*^a~Jf- zU_o>PKm!pU^B0HRS`n!;kz5X~z2nY;hoCqckH>YcbPh0Vv^vR&!n>FMvExtT;+m19 zYr*SY*=H0(9lRIV!+N$O1p+s4MFj=pSt?>RVB7A5?_S^v^bm!4h}Pwqx5q=N^#x12 z2jeX!OW6wL1%-xCMrrZ0NmjS1&qwbGfeS)HOt}ONEAzd>?PC@Xk!e3e2j3Q2O1Rxs z3LHy#YYHr=L?We>-6QXs4(mi}l&zm^8t>#^Zeuu1?@-|cg?Gwm^Z#knvMb+!6}^5N zoL`hu*Y7;$G^RHNe~>!1OpRr?OTY|8=A7&gTYI1Le%yHPka%kc)q6MkHFI}D@BK#f z^9H_XQQapfnjG>bA|4)vge}KhGU@~g{`a}`yP@yPi5XkekvKTqZi#q@W!1)dD4n_c zEmR{xgCMTN2y$gF&c<;0K~FjGO?^*f**r;SUldeDb=XNYgpNgEHd78J+_{5OxUX*p zjey@+=#us@I-9}^DB_~kGUDR7pi4+@xP(q`RBZR~%mLU14g+#d>TDi2^$bcNe~;2N z4*}EGt10E6qZ#ObH3QY4nBCN_m!c?aHfc_@2S8u83rtg2v90^PKHXl;$S}++c7Uy~ zOy++pf_ihqfnGZxo{@yi@z+Ixo6xO)x>CFrA*!9a^!c{}KclfJU?d>DEenCycyRA5 zPb@6O;V7G>G(}5^rLxx5R26BH54=aIg_9QwpvWm)|3rE8*?+#NGBh7z$N0-hRs-cr zM~E=z`;+!fx%88xDmPw}TM7ASkByGWQ`{zVt%AUCsCc9?*FvC8w8%2XLJomr22?$S zRoh0_4zNGBad##Na;v~#4C#fHAS7n;K=0S1kWdgD01xJsrD8 z7tq9|I??&-GO(u@jlkFM;iZwIbtge)?g#_-2LZpgCeQ-leLS`Eqw#sZv$2z7JGF#{ zdI{j2jtyryJnOjEpEsHC)ogdIYC$JiDXsx5tiEGhHWA;*eJ_#wZk{)$a^T!9CPssv z#*JizhGE-#b8R(?kljiZVP95txWo~)z71i@xn>Ma`%yLj z!nmbQ6!3kjJrRf}=SfW58IVfMD|1MITgcp@<(@l~>3?#f_78c3Ft5=$bP7LI1A8IWwi4QuI8Z$GR0nefGj zF>@q{B>n*#hdWjhE9gHCm#M9$C6q=Kl$}@CPpWBm;v(Ru5e!4UW+p8onc{zZ)b>Dm z`h!2esVO9$k=bf8MUrmky~A;q@nkQGzF%?2=iXV|v?p)Tqkbxr}q8YbSI`YByn`;OCVcr>8}? z`->ST5hc(H&C6z;hhvvNJNF5ktbHCA1Ir%G8f?Y0BWIsg93-6@C7Q&AMtUKqSn3%S zqSW_GMzI%?jl@LpUDZ2mlfgO!LQKc+VgQ3QeMfoZ;eP$ergcUe{Evqh{H>LS2^sMz zi0=gq?3IbzUNKT7fx(UweJX}cLhfNfuXWHQO}&JeN$8KCgb@+48>lMpo3_L2Ao{{g z6$5Y2LK+)8j z$sno2D(dGWNS?gRxDy}5s)fBElDew{p#}w2-4gui=_@2Nj2S-=!NSS2 z;3{MRkKO|uu}#T>qTq>H=er^SB%YK-KW)0X@{4o3)CtAn+_e{Bm+A)T#6Iq6Yjp@G zx$kNXr|9Wi^jCec-?2ZZik2NY<&f^?WG%@wgom$*XabJ zu&GJWvOaRW|1}$?q)VU+AKaP#tU|_$Urd3*2M1&*o|JT=$?6Anyyvd-)ZsCefsvV{ zz$=d@A{Sc6bt0^%8yLrVJ&mDv+DF}VnEB5yfuEFjY7FR80Gl%9&>8>dc0xVeY3T3b z3(NMozDB!fF7#aRof5WJ@11(o=Kc4s_=t71XrUyBT3iXS6RCS(gt&$_QBeHS-IJu& zr2Qk)u0>VhT*?ysC>id~wP^Zm(y(YSCSf{^PbShj%V>?gB)=VzFl~zr@mTP+MoqZ` zC;Y@Vk-hZBkLUis;1X@_CP9vR^JsV-`%p;8H_K25D{U%-oIKfH_Yf*lMQasVw~~eU z`@lEtIg>3WrB&*@T>{q`=?XZ4_B(0tw}_r>UM}+rZV^RAo$_EaSGx9v^W=)-;bblx zR#<*NZC*<-r{-)uC_QG$D^qFkT+@qXl@IV`y#n$vC~U`E;5i*TXtp^e5P%dtZ&W*( z^%4sHd*rt=bo7{N^cZS8rUF|&5zg6|da&788WD^6geqx;+j%+Cx36nXlYG^q+KwJy zp30^~@9&NXOzrkQx9(?^Sv9y0ZQWn-o5kM7L?>3R@p`-ts-Y=DQJf0KLA`uR3Lx|+ z{DpMoH1I=+nGr(1IB1Yd>J7 zSE>8~L8E$|dY3Ui`8KQpj7CTnDWFFr6LKEJy?!X7M&ciut&!qGV_>sNZckjMa)7)m zb-=3cPN^4w93r{@rUxQ*;253fT>hPHjZ7MAHueL}+vLX$=AL||uu!OlDdF0b34-zk z`!4Y8RjEM@=*-5YiQYOi12@+7Y6V7o8!63fmx>vt$dH^!A#()KirUWucL$WuYx2^P zo3Rp`YztE43%u_B&n2;yKTrleWuA?yC4;U(`;aiH}+Qi*p7F zyKHQePr3^AS!ylR!i>bviM$>eStfFzCLVGKwwyHfh>zy{_GOrKYiF}1#oVnJD|qyK z-w4iG&o8?7lT@s#DtDyzr)RoYrA|UE4~KU*O7pjRdUu~L(dUV4+fK5nq@;Cb8Ca#& z)hxM;p!*~hweyw)aRD3FO_j8V2af%J@%(r3092;k=H1PCo`aMQH zJN@%Cx>_eNQd<&y&104!+n-^Mp7BbKYV;1J&DSMmCR1FFV~08`(H)(w8}BX*g%e0^ zrN6W`bV-8=6#06Z^xr3V3?#dkI|RYRm7zsw8Krc9a#ONueE|D29gp4lk}AViA$_;D zGdM_8P?aTu>?58e2rj4WV#G>?WZaNKMbh=4S!{#7YE#$eAuemB@#|RS#ij^M5|U$4 zI7SXjk)?2vC0hPo_owvTEqpjK54G8Aym`NpxGEfu zV%CBnaU+ty`LyGaonl#;QG!00UF>iVYE_WSC0Ce3L)EFUIL&3tE*L3MD%p0?t|-0U z;*#IV?IP-rS+Z8pXOgkuSQJ>`X43#8j+@^e%_~Q_MF%>gQJ|G2vT<5ktjj$ui2P<4 zng!n4>HawmU!;5UH7?PAF*!sy0;x38j5q+9w@u6dPOd| zA*dgl%g;duItmfJ)XqtC4W-*M&k|CGU(C9Lp+-`6L^WnUO(9_RvIX>oCm%o-@wMgC&tq44i*9=R zZhlSZbCYl(tV5l$+vf_GkxXutq+!fr&Qyp0wudGaH+PhsDnzcH` zo#axHGf;Nd|K<@?Tn)#0;q|3%e*qKvvXCl`Vo*I#Dj}ovHB854;xAD(Qr6;B zR%U?w!}aN^2_>si$4`{w2*~FmFI9xQ?3G_G66m^G-D6>-Qo70jjexNNyI-*H7V1G6``q%N*KK99tbh9@Te>$CKRASMO{L1Es9 zAFn!mumd`_V*l>e&Ef3sKWg1SAIkKd>aI6WEJnj0Rxprh4$i;R-Cr^RWB8}-h^2<_ z?G?sV(RRZ&(1E=1Dso9kJ!=C3Zkwfy1^L>6iVNu2DW_PQVLFF=H9tM$s6r= zW$GI<9kLMLzRisHsYapF_*AywhP7KGiDnx?lDcc#-K((OY0&F2>}DHow5^4+D5wkK z)VF@f_zLf!{MBQ6rqoGjN)RD3Ras(OzKfYwk{Ttqp57toleAXqifHVjT1eC1ZFt9p zFa4YB#tMt^lOi(kjSwGULs8L=oc|Qxh4xv(lYi9Qg%7gLjYCn25K1$P=2Ek{#&#Ve zu=^7vc@b*z=~I z=V`9I(QmDSyB`^rF5pgIOKp>%Y6{r&6)eBlko90*L41QYo!6vs^5ZJExxyv;9)BiV zM?1y)UPyzdn?m2VW_Xp3wUZ2JAEzF~#TVy>nEm*MgI0qz0nuH7!~61iYMIx-^WEWT zmqYscH>C~gtY5+gR3Lrc8W_8^rUA8Cmwktd3;pY1Qld%)Qt$h#N{_}J_ScL9f=n1k zF1IsXsR3mrUCOkWEnSLRz+oITye0R?H%#zWqXba{40RAr0aiq2_sOmdIsi1y_VZc( z6Z!y&Y;#VTJGnWfJo!ydw}qX4pzPDr`GAX6h_;erOoi?3dag(L-!*+@e4W$3Wi>@k zmWV64tPaQ#ej{fx%Zu=LNE&K;zAH zjpmT@YVVgjUMVG?FkN^jiYLu!1REYOLjgIWiog0hq(QsQt>!god%A%6KC`F}E9MLb z#U*=>YeIW2pAF1A7>BMAg|E`9+juZaV6yk1GXLCva2lBV$q?%CR}yaPeU{}+Rf!7C zZ|~T>{h=lO3IC7gG;h{xP+Y(EOAD8!O$|NV;c%pU` zC`AkWlxBtn5it7cl2^>Y3(C|5IXdp|&%f9nHUcS>=+E~W@q1cd_e?R-J}{&3fqYhMkd$b=o&I8J%z=_}Y@md`um1+qBwr0e*Fhx%L zO*f?Vi$v1pJOt>mnUv@IJ^5h5Fj6{@Cqry$E(@l1h7<`r7}viT3im6f8H98AG_#&j z6TNLRA<-MGUL zK^=45yo{{GQfNiKY%db|H+7CuxVhq_s4%-JHZWQj=f2HwSA)P7(;R+!`Hky_c1{HB z(o?Osl#H~8u1&y!zP^X~q&CI9bLX9n2P`SpZadwb2-ns(O&*gUHQpW*DbdTyt9j8C z#0^=fFpIN+INsEnJ16XZM*0?M)jZR)E~P;sS4XwmyHy>TbC2$_)PM%CX3ic^wdX=TPD2(*fg8cfN} zhAL=sQUw^aNCj{ODii&qPUHLC{!|&wY7L`ni0A&au2R}*BImgA80{}i(xoNUkLlJ_ zSFgVLAl|o;&3n0&IGQpd4OOKFRkf5PfS_2DG$ErgkRed>U6(t7;{OB@LI@V*b?uis z76g~xfAA*-*oRLZ<#s`rMEc9_^wvk_odhxG6Q#iP#V-firdWO>k1Dp@0MD z$GWCF$$$*J@=3p^M@Ok=i~5t#;y3sHc{3d#-k02yE0VD8`{(_27Q1Wt4QE<*R&vNkcPX(W=bg0vbq@T0TBV@*dL&z}qGAjcl3Exy{ zMI>@bCaDu9DwI*Ri4_xILZu$Md57^ZsEP*b$SC=B+sxEQ1i%kfzv^8&e%;?nV|~LQ zn>(}ZzyD4EG2j?M6pq_yrw-BM>fK6N*}=F4z3yAmw&8_KajHiXeXT0?xSgLDfbF&L#_UpwFBQ;L6aN2}eXc}GxW$yAZUL9myt;Q9ks!*S`F`?(tPQ3Gmu*u8-+dFM+-Z!@? zlgGXpGDS|95t6T}lLtC=pwI}PyTNPvxNHNP6b(UUr$Fi*yEL_RA6bF#VJQO<$((HL z$WD5L!h|14$o5wkLRJCT<2%lAsOe%D<6ES`OTK!XtoWBM0B)o9cT_d%tTf;iKz7b2 zsVI!k=D}4K3n(0V<7GZ=y?2Mtl<7AUOvKYDWKt4 zp8JQCuuGLVm4doTWy*oGNn}(a5hNxn7p;B5(~cU@L%yrzO2t_dt14U}@!238^!+m& zB~|Zhl@0tm5$euo(4TIOO0^c@$X-t1rZop66+rkC&Y= zdi#|)|1E;;^DG@;FSzo1IxHE<`8g0?p4|^CA{Y%##)x-JBz!%S|7NDPyRc8;Jo-8O zH{Vdp;-N~>QJB}>Fieza!!@X#^x8adGxV!OjfDrPQNznBm~zL$LR0gjNuE-2MIHgXUlkc&7)$&Lw+jW_S9XA^~{{Nt3}6o z(7Wnev`a~`5#F9#GyRT6NluZl@{7atU}IgFuU`(JUP#an^c*UI`IC$XavMFFJ&(VE zp>X#uw#~B7c<~uX)^u+dB!Ao3NbXu|cndTg-QZ8H)XCbRITEDrysa-}NnvSo9ODd! za&Y=8PiRD$ne+a#e^!!V+Eo-t$00)|M?M}Q*c-AuuI>EFQlSv!AWs9>A^ii6MPU{H zXgc1$7|wldt96_;ct<8spX`(|$qp?jmqUo*SGs!qgGW5a%qn_xP@e0Jo*Qz=MW#@x6z6jpq#|$x@{Au7Hu@M=s?xUUfaiUSvUz+s04AI6P@Xai%eL zM#L{rG8b>wRN$p?wNJKCKbD|{SuoS^C}RSb!=gWpf2>C2Pt)10|3b+AR}2jk>J)uA zk?!jXtwn>dVH1fE^)YU_uqM<80ho1NSr%naD=V{T=1iykRU7x>3Q=^Pj*UVC zh5Jf>tQ4fE5DyQ-=n7s`3i7`vW0f?}gule+`99_OTuzA(pJSEjWHM1uiA~j287b*OU>)efCN58nu>Ni~8XH zqd-Ie^%d(9KAppOiD+gIUyB5FsiACveV}y70M9sk7-c;Y(FX zG56Ajgo!7t67%-D8&xg0HI23z6aEkw`QH7T1zURwJaHaE6K`4oRd|?d`eQ`JRM+Oi zo{d|0_m%S5^ve2dnopph6Op2V`jl=z8-31`=r=co-h|R74|mm5T!q;UdURx zoe$#Jq@quy(W1!V*pTTBuw9#`oPVkyK`nBh1j z*$Lzp3&`3r2#bL!FfaaWkeCnq$tRiD(#4vK46PMm)H9cb9t*96mFYWBQgWZNrTGiH0F-nj`;fCcIGuc)VUscPi5E3M*rN zSn|9(p#9_#oX}oF%`ZYLY(Bv$!tZei|G0ltLI%Avwdyn`rf`g=KRWaRE>tL*9XmM8^5yrK z@Fi`|uvWJmI#8T64*)7ImSt=Ry(~I#e#J9HjETgE!_g9#E)$*~|FGmWsemkwyt3Jl z?@#xJdifNNeP#CT=qmhI zP1uLv$=RH@8;W#pmvUYE?oUT&zb<;cndmD&1}DE77($ z`!su zDbL@NNx}gtAM-bVyRa92pFgdHycWlQQBOqXmh`pnfLuZGM~0^|14g;Vw2KZzAyFan z5^hC|aAd6!ic}zoe2%3o6$08}m z*cV>n-x>Dg%1y2#K^%qejwd`>&FyfCv##SO)DbGp33T~jNjUsdXcaB&PI1H^IZ6*L z4Al?FW{h_F3blFNLik2fwb{EUuCyl$9*2T1Y*Trzsiv`i;^4j6T})D}knS zlzE-91`%G?5?ZE1sgF*X+6DGmH0EB4HH1%|hu(Q(-@URHf189Y8>m;6mBYT(?%|XM zL~MbH1bALnt$)314lS=XawG3O$NIg9oG(0?S~r}oHZO8lBXds02sey|G||WrpL3j{ z+;6^;77gX>Fn+Vysh6hHVyvcuWcP3Bsx)_)e`E$r40yx*_L;v{2{85tI?A&6Mi9JG z(h&A^pZ(H3ed3T7FWHPeys4-kCAYNo4J8J{XM#+BVzied=TPy&OKMEi#ee0(o~%%3 zB!G2P-km*14EetALE6BwhjwotO>9aV;UcKdzSIBX-2K%a#j^ZrtKA^Pr>P9Li`wps zGMQ{~9Z;3~%60JqlPl!i^f3N=_r>5dy~gckyRLttkUR9l3)jVo$_+>8>9mWXhc#rd z&AyjzGTj8{s=7;CIqe)ON8%$WPi;NM9BgMqh1;C&cdJ!sgy$f*KWHvwP_1$Vnsbqz zwEITC)hztI7`~TbwQS|LbILY1gHM>{4U>x;CcXasqY`YO z)yLlPt3+;Bi*fXGR7e|k)9;1?t&_zWc;7zKOR1*5T<5&sV1NHr4I1|d6x5LrWI$M3 zIJP|67l3_;o!6}VU$l8?d#PHY`}4HV3XPzAkSG` zX62jAwB#zvT37xP7tXT(T9}`pp`|@MT91+9U+klKDsX}M7EZFv`VjBojrTXVMavLs z&3dzF(1!Ils9!`=8NQNLS}DzU8QXwgLC|jimcNtbG!YNx^YXO5o5^e}XAsE$Ub%M?^*jBW)sR*aL17 z<*xQQex%Z*ih$QlSbaxHpy#kopyd0G1{7B;S2jL`xR{!2YN54T>Ko@O{`s3JkWicm>9^>eqow8@vfq z-T7pNIdoo}X`Ap761wzDCxG@DaXb9ub*}boX=zz!IZK{upz>%}=83MFLyN~-hsRl1wUzN4Bsk@%n&y%=nwsQ@&wGE(Ngs=N@({3y? zI34nD&enB;sis&GzTxSjmjL|Z3X4r=@)F~R7(AY%$UrG`l#6gd5Vu1!fYHRUk;jJO z{sw{T?L<|uw4}+VXdd-XY6g_1g7>5bJ!VJ`fuSW;s1fY)A0`px?f;%kPxt3F3l(0M z{a<(MM(MBTY@NmkrwE}~wd|(EqGi`IOxfxp_Lu_&+l7CeFsJyWj#gExS# z4XW?x=ts0ZZ%MoJkoe8Os&E^9-DkG9w^tsTbEMAw-U{ES_W1aC^fTsu2Rv|s1GR=~ z0Z6fdAob!I?-a@p~prfjc7tR~KzrBu} zmw^_mnVk<5H>EKkVUSK>8PnL=KYZ+BTm_DcZZ3ZCBb9YC+v}`#bT~n+vj9;Vmg4m6qOYi&MG+M>h;Jo}9d-QyYDAGR5aXZh)_G@M1aRZouGD>Vz!(Rx3 z$zUBX4V0M)M2g)J#=Qou|4^;dqT8&M*~#y_%Hdaf=#qnpo}7;ssrc|;Xbn2E=m8a0 z2CoP6IG8UJ?0qHG24E8{2cobp59C*59iWtr_CEW9?ID|OR@I+3e&kSOeTNB%rBIB; z=Q{wF&SEI^_V*7Z=D=N_>+KoO5)N6Sj?HQJh>PXZa1e?*v;!Iyy;ELIl;Qc87d`^OmZrivDD~nx}-n_nBy@ zuf47=V#U;D;c$(fzP!SUvcmZJgMdYi&$DY%-qlhOMrx>0Xj7i*{DKG;sKS7~c+saJ zUDhO2K~JP3p}7j*d~g021t(p$Fuq8qL}eXUkM?w7KX z#YaQ}{;X;M#>-dWd_B$qql@`_5*^lH6Yv`fW=9L{30g->3!tN=EzHWwQs)^Nz6#i_ zk->)rR>UE0^LDzyFMc*U$WPeYAo_5Jc3ejte-NdD&^p~x>U%}A`1nCCGNrU`YA>x? zjnKM5@xGnYLgeFa+_R{ro?b~(33L^&gO?(qRnpa5F;UAc)~So?;RE!(DF(ek&CE3W zLob3B4jIo1W9q;dzYcfx;|)P4qW-t97g4+^6-AG-qVKdc#)hY}RO{OG8K9C*uIyD- zkDq%E>Fy!6K5e`G2_=A1m5aMKXnl6BOvQLPyCE4Gw&BGy1_otW?IXhdPiOP}@(<#> z7tOYb6O z?A?^WJ5g1w-Me+Pfya!Ddq&BQI@oZwzwhCvwIaEHEtNp3TyvbM2}0%7|2NpVZ;zAk zLB586K6c5w29b3DF}^`BGo#G}L6yh5+)Dj}FEQC38Wom-;@fk!%Yqh^u~XvDimji$ zNV9&LaI$X91W|NU6}RvSHC#}3!2QF5L(m7%83Aa4oGCNzDFf6v&HaZKv;UrHmAsem z;76givl-@eB zA0;;a!UT~?Q%3zwoUQV4(4oT%*w-c_K))Vdx}qg8p4^>bGQq-vtca37TyUJ$AkxcZu^vteX4F<>2fnLzgU%+Zlo-GY3biA$EW_kEf-uEzPi!Z{QUgim4b-@mI;RRPK||<3!%&gPOyJCCy<>I z4S*ZiI>jRL2E(^y-Di`s-^7V%!_Eq|c*>d6t8Ho*>=p7X#J97XoH{+Ep6%q>AHzkU zAB5WI9H3p%C=iV*N55!4hUEX)rRk6@+FGmDuTzE#wgd&F)9(0nnbx0yWR!?b6_E_u z-K?|Z`eoHb)VIezoPej;cND|}aHD0M5J#XjsifX6p(cj{ujV?dsAu7lC{p5?e#WG# zv^DCoF3S5jaj(o7=kp5+e#3bo%aHZ0^l9JK8fCwK0@UgYgPxnRa{$g`3XlXyH?KKH z-m(5!Ybx@6B8o#BLD$9f2AtG_P+VnQtKo7D<?k+9cL4ZB$Zwc180Ob@MEpuwhv zu94_!cM+2<1(t9$6$Woq^po%Ar6~8?Zvm5CCP`@Uc0c6k&^OIz2kGXN$h{RH*Gpu! zNZfJ~RSyK6Pg^`iHX)tCSO@$hNz`b6(Jb2R#X(~J{^W2{J9s2u+uqWmxw=xP1zRGs z)P^egdH3*UR$&ppS0d_Lo}1R@3DLKZz$LZrbaQZ7wn>lD9{!9s`9e}0yYTf`q%w4xoSut4lye*J4X07{$RO|LwlH?#I_CUEWD#Go z8GIp$O)i%$;G;CAG^RFN4JLmG7*S%i4#8x?OZNn+mff0hkF;Y}ZSiGrW;XTtR% zo-mF>;2n&F8G=pEPVycg$A4w%T;S)#^V!1he=XgPP>7Pr|4aaB54MsZuW@~>m2L+d zmMnmIdH+4YW=YDf^O4+?YQt{n^mPSP^XZC|81}=*=hhk0-o0$MKhv|N=oIpWz^Tf6 zp@u@3lHva0^t`d4rlV^#Yg{=VU>NNaK&kp6g8JQv?9(D}_EpGUNxdR^?`1H2lPyp- zU`662;5i_cX@)&GO}_O2ItlC@`0A6~JBCi9V3G4U?^EiV_M5^r+fuB@orws~6ckonVFA=f>@^Bwxe*i@ZCVT~1SRtL-Z@`ndq~i&y9&qf&VU zqI&ro&Y`JQ32AA5gL3GeAEkl1o*3JaW+HcEAR-d6%*g1iV~SSH_SzSN)Kv9SGR~sh z2Lp_(Sl4*{h$gj6_c#(nUPta`B^yd*GBQ*Dbo9NiKK8gShP3*+y5hS>VP6_X*;N`N z-melIsmowTv@~_))!+)Kjk$h`UP9sj23bl4_ecj*BibU2sA)TB1uItvj9_0c&k)(u z(%3Z+ePoFGoWfUe^uwibAZ;+W=rP*-Jq~pQ-Z#{>Z)s_ljU)Q9-^UWIgaq;4A~}cS z8lP=+kVilN%=~5VWa!_8!ngcc)(;1Lf+?g}_!FcmiNc8bGlzyvhE!;6VlpvXgyq2w zqIH9}M-)_lMG{cz^mP3tCBVG@)k%to{gHyrA^iwYr2Ji6E zZ~GwaRu6k8tlLL#9!y;~O3Vtf#uELWy56J@AK37uM1@q{bIb&uKfIQ^#s09i^KA}0 zdwL+@ZnN|AG_bk%yGbdrJj$vmb>8uJR;(TPt=d=dRr4Nv_D)b)A5X#?go+mLRs#pld9#};SA^fk zp2ICJOA4`JhnT+a4c>gcg~4a0P8RYAEf!d`M6S-QdGk(9p;D~0=HSS$x?G`m)36tGB^oj4h}4E6%f; zuAu3>Do;WnOR|gap2Ht02m2mE&gVvt+wCTub#vaq|3*`^+UprHqtOf#Poov4Du*|d zzGYLl?f7xkVyA*(W=jsoa)xVv+T$5HUnce!7|soI`gQhQcsq5xD4|^1^Lhj{Z&zYK zyJT+zNuWTY?;&)~*x#B^qvuJM-Lmn~pF3&;QzUlw1)6ya!#^QNEe2WOMbVCTrNw~+ z5tlR0zB7B?z%WZQ&P)Z?KPk;4qHj`#^Mpb!LsWtHGUyF(HoWe^R5*NLC}EglVe@Ex zyxGu%|h)5?^$mFDRy3{|xQts=L5y4)9OHk#S4NcE(*+gIe9Wd>=7 zfEg1?`8KA8{n#Zc`623DZS8!(Yz2ON<7bTYJiU-XJ9|SxqymlnUz@!dQ_mD8!q}Y6 zLmJ^hdaa$XPXrGZA9ioY7wQ$9-fz_;>suIva6?Skw;}2|6|)2dRCf;TQ;t9qQcQHp z5$FSdH)v93uk6&PC+OO5m4wcH?$}P130Pb1&EFfe7sK!Ubdq!UT*v*jY7{g$uEt)O zeP_|^V+~y(2Yoj`JW1eth(3Gw2zC2CuWsBF7Xn2ZW*sy*fQeF^Qzr!*r6Hi8uNiud zRP20zt*ZU4;gy<>+PD@S|4T)UR`IVZLWL~#%A_wZOl+lCDa?Tevd5XK8+7jESqga7 zpyY8{gF+0Q9impI2zVTCV+iKVD&*FiEK}-4JdZ8;4qxiP{hB48_)qAhVXOG`7>vd=SFd9dtT8 z0nF%%g#w|c8yEFu{t0y3TURTvj(}nxXv2T&d)7JbXDt7NoTW8k2;mxEFxqcvX&0s9 z6N|KwXwDKc>Y!*O75}>6+JvTUB^gs$_vN%-##G&fA=Re=sp(ir2C8Vk)S0e#YuigT zap*Z3V!NxV%`#nI>LRi45U9n{$m*4`PO|25vaeK&lgNe!Rh0~6*wT3kdduR2e=}$e z?G$y#)oT-YtR;=kl#72Vu#~qd`K=Da;4OEAf7>{U&{|R}s;Y*M%dvJ|s|+4vVmxnL z|J46c@iLPZ1j|ogZ@`@1r6C_FVR1V6i`|CQpQO5W4WA)^WeiA;&>5lmA?xc8=x9(U zD3al(JP#ft6BFbQ9&JbE6$b(E^stxLHv>3!P$r|JqXlF#DHi4#{(b7$OqeJvU<*#e zhq0g{CYsGWOMXtKOyeuiUY@Pb;#8=Gufu_L%H!40br<6a1{Mv$X0?w^@>PR}Mwqfm zXI2Zp`(Tcqeyg@J6J|BF>4jd2Swn`17(1M$(+Wsl`utJSlJcPXAr-Sx37!z>xV zQMz4&*|+1SJ=bwt$75k=bBtQC8``H7!E<&qC-r0Y(4gIpTGx~J<~w74ib?|6Js(Uj zc}h`-2#MzzvnL|McTpK;E}&ZTd{Q3^ya5=vTwJpPt=I9(Sb?|FWSS*O8^Guq=Z!3# z^0VonH>Y-L6WVYXSG!`RwO?h>^|m2oKU7gcekJoy7Nqui*>VnZu&VfXtqXYU-7y#& zut9B|ipdyzM_;XVNiv1;mr;4DUbN2_wm-FIDy$XT5$IT$Z?(psv9yyV80z{eq8=ew zcUia1HkSO&pPHDjmAP#H1ja$$e>NjcAKM_GVN}7Qv6^Xq_g%Fao7&<~v%1kLGZO?p zqABSoX}Ge~&vdx4QES-hj%}cV6%7!)2Cu~5%th7dzw&mY;EMaE1^58<?=IdXyuVQ`Q{`UvN%WQoiPsItZwZJU4NX1lpK)no%nR9}VT35M39U zQ>PFy>!h)rBg?3d=x0ci2K~4ix@V~#Z&_!X$tR-$SGIgff<8z0_WnZch9i4ay;oW{ z4>y4UgSL%QduM!QGY+~!2!j-uDI`Ss41skdF~=JiDd`zmN6Q<6jKdx!&wWU`4!A)5 z%H`|Q_qm<-|FW3~DbWCE?s*I~VHtLSgkx_QjvTB}qmOst6@*@2i#LCxjBhbTz-4yg zK4M4U{ZsQgaktGUn)~ax9qtHkx=5yfv-7ojXv=b#$hRLXF4Z?mS}<N!)Eg zh@y>kM)l~?t7E0gzM2p0>T;PZ{8)`vCrJg;27^nSZKI`%ED~{{j~{dXE`~Jp8nt_!e;C)H+f6z)Pq?W8Lx;Ea$!Y)cDFLSPsW_)0h7|#^@_RbnUe?J z_n!#1SCIIv2D@znP+enIF0qs^S*2bs_>|wsWzy*_m@mQ%ciNzdmJ2>VI(mY zw&=a3Nj0(PSyW~x-vtSsOILggn`pR8cDZ`G~UWnNxo^q9`Q(4(|eVjz> z&m)}t#r3De;UF=S)s4>)TNp4Z{>B)?HvhSA?qG2T-9ZJlac>jbyC<r-0XSRkHhLt_xtX@%O9Qx&)M#^*IIMWHRhOO{HQ6( zS9wj3CN0y8+VB2(x}p6HvB>2UzhDI}?K=c=^UE^kg7kiFvue_&=j`I?qi*-Ci)f_L zs1k2zHR+!Jn5z2Vd_QGy8S?6G;k(!r%F zsAR9LCqD$tPA`%#KjpVJUu54IZMwFD&o#<9S*WlKo-q3>a2UKICEQss^=+R}C;>tf z1yYc1@^4IXsY1!t&(9m2Pw46BBp+Uf!o{8qzTP0sHJ2uU*LVsG^ndIMekl9m!NWfh zrBng8)XE#X1WW^^7*z^~Wl=NVhK{1(h&TbrzVe879^ZVnA`qBONUF89<8**VF-b%+ zJH^7%NC)tB5iBg|RYb5_UeMOZT&}&zsi=tNTRxnu+Q&7L*zV7=T+sN7HNW;oz6R&t z2f^pP)Tn+a^(q(o#{NH-2zd6SGFwvWzgK*`a0?@BhJdq#OfNF5wu;X{{1>(cp2=TDvLI!_!2->g7rTF+;lO|L5-Ctg zu@>k9<;^Yd@(y?!JL*UIBN}Pm!*ha=jiyPkle`{^Xw)!;d4HWus|`nCWn)xQVkrSjdAUZKdWMq*lxdiV#Q<>)8ox(Yhz z=tK%6M51$5_)niZF=73>0DaI**3sOLk64Np{*ALt_6Uwn6owa`?Qp8yG_v^PQ^|S> zo>KPqALJ!zFA*PBhH0!9|Ct+{0FmC^s)FL;oP(yDu;p^2&EfQGHa(ssAc-j3P5KpW z4;WZjcG4&SmtxpYY>P~nS!I+z@Q^;Js3=)j6j8JCDpUebn6RtJk!vh~gCX;rPpIk^ zEugIZ{W}VvP)TUJapiMEp3i`RkO|=8a47TOeabFOWW`S^%035nA0=WOcnvf!u#QlZ=WhJ?cwh{k1ShZu|h?6PU4r<0Km?P*s^CD1q2~@a?dw#61ua5vdN--eE z`6ZGL*;}L#`!J$#u9FxT2Vt2Y!vke^7QXvSi2W1*D^VAmH-NvNuCPXxdAvjE432*1V{rduOyeX=~6GDt2JDg{n`z&(INugjo>Z71;_xB zsj;lIc<|4~U{D>(ObD<)E2%-ZjaP*TC9M{|Ue&L(G)frWRk!O?WG(7ruu^xTR-iMr zLo3v;vO;qu5&Z0XbQCId_v=kclZJGo$eBuFNs+^c@om%3XvYb(M?@!Ob@Y!}dE96U z7WkGH7KS`yQcJT)^rT1Y5LJvm?B)VhYZri){sI9ji6)&AOBtTnIOX#`Lr$8Efwu@M zrS*dS)c4(fKMN)RU)>@j!@huyG8w?^TpstXb(gEbXFUfX)?|Q?qS|+~T~K0{s?dNt zgeSl1Eh2#J*;+F#(21*Ws);3q1`FzqlVl$O1`jl2D~OOBW}#co z4_n~iY%LcX;-N|^z?3xV{1xFJPzRNyq($q}yrV~kkq-2%c`4PakDUYW6@c9`xHFO| z8I{MIj@>WT%21woaTLHGg<|RjLVziI$f9q+=RgJ>!$zBJEfm+8qh~AwEK7L=xk82O z>^mPyE*XmRvm*0f4ov->Pp+s>Q|qoxuB>+$?Io+7-1hpyXoZfB?j_K1HOtg(g8_%H zLAm-Ju{?z6qRldEy|E%*-f;fVrVkEbd1f-;~^SwFEi$Akcx~iJSQD&)l(lZ(mL#ri? zU8RvYGAjpxac;t<*5}a+#exNRY=k8r@4NHIy)r)9SNifvbQ*q8QYnsksRdze&PX~Q zXL(OocK%Ua8<#$aS2uB;5RQ{sk)aivRp6&#e+_{OHSPGOY^UQe{|LJB?t^h!=8Gd!Ax;g z6AN3PFQ2{Q&ux-$i;=09=#n+#j1ql;g>E17FrU77e8$H=O||Go(h11>IgI8}OCn+~ zMveGlTCLgw+w{9HB9!k;#@f$FEb5Q)dGuOf_Re!a(oLmpK3@}|<9=nxchrF^KDsUj zBB_rJD|ps$SD=21oNHi^a0Zl=vOy0214>}+?dge#P(d1>;1m8_1S6p|nY8k|3U}uV z{qxF+%JFpNU;fVgnv-v6SuW# zk!Yfo>(H{9nh)&UFz^u`eP(sryjiZ7*G z=8Rk5C+oA4;}#XTi;&U4HYG#3qB8sZw88swoK`raCuZa3c-KZLSgH@Cfqgb!#1kyI ztMM}IaPjMEah@y=|NG8RIc< z`?A1CK6kw@4p;sc?^afn$#9zJtcB>;*|@r`KJc0iu%C3C1ou&VR+?=`=ftZOvO zS?+#jmJH6+Z$U53%uJ4*J<`(e5P$JGMKIitmr)osSfh_}>an1}?B=}7SF+%sO39AC zB{o#;+@lI#XCJGP&k%py7EZi6B=~v+1DslLrYTm75QhxE_JjlK`nmyW)G4d4vtjny z4Tx#HUZv*#m}WnN*zgGma9vT4Z@!PwnlC(No9lXdC*NYabE8SeQR&7oHMw`l9BSg9 zS-a;p%6<)no3V%b^N%* z{2`%nI_)uEims+BU_z4UNhe(?UQdK`3u-lwRFMq1l;++IdEASGVzl`uWqzP74yZS_ zplPW}8SSwIi-E8|S8av+YenNh!Q&ct4~QDU1O8E+uQ$@BI(|0kA%`Mct|?O_>*yO| z|5XXEcrr%OCtexRrXjU?6;3gTLCQV}$S6D~AM%X6f3n?V<>&FK?fV?Zq*FA71b>oS z=WkxNBm4LZ5C`%(V)wADrdWc_VwAdqD6b8jYcT(2(~A9PCfwD3138h(zlj$$WC$yz ze{cR2TYepFJDW=a@RlRs2f4&?FH$&F+wD%XXOY~OB1=aHs{lU8ZWYAGOTXLK$8)9F z6Vt5Y6$OTXej7aB<+6_{s6A!y&dg5=(IYtZeM^%f&kwxq?dZ$sn(iISXj#HJe#c?V z+|Ucx+0)k_l_${p@yRs;1{>j2pMy+b+pBxE*Bs8AkY8U0$v=?vIRyAzXiQipn*|51 zOVgasSHG&zRoDEt>H_TY?EwiO zC(aAf7df}m3e>B<-d;0H0wv)AfPTe8H+ZV^-}qC22W~e5Em0n}cR+0j4V_$o*Lop= zn$6eGR>Y!x=#NBM2O@v!8|+wv^fWc(t;rd(tQE|)kL2|7iX81d@Xhk?Ce-qkdvRR6 zGd}2I>R?&z^3S7UxF)iSd{xJ>p{FYiKIX}-|L=pRcVAx8;;1~g5$fi^!4IyPQ z?~VNn)6AdtzBWWW>zsa7?-Og>ERLvHvvm>atu$LnoqBA`p>5b^j;ox$Z7gYuJVBpr zc{fS+VPO&+lEzc3@bR~ZXbIz{=%1pZV1+anMdv1&Ihe)C%_Nssv=3A!R*m$CBPvJ8 zER|Z&#YC$rWh+h2+UpoX8;Pm= zY|QWQlnH@eD7}B5p24AW(i}cz?qp(me@t#Z^kC8+?uavRUSAwON*R%OUF=IMTG`EVy#u^c7Awc52bcFABs)<*?NsJ<8d>Y*bWM}G3f zWpn<)mU(Xe9ii#N%0miuDo2XWRl7#rL3*NHls*fCbbMuMc=G*?vUaLG*ZG?AR@G9nrDl^% zBjwN7zm}POxlO%se6B`kpUjeiQC|8h&MU?^9>DDZ*(*D8518 zT`ciI)+#hXqV~oyt1e7trVU=jD3j{8+=EntF*Q;4Kp|dUu$Wk;;Kp!NRK_OR9#TZL zhwv@b%6#@X+inN(Kyhd=*>v#doCW?bg1;UTm~Q8RDz~NcwQ>wm;Yp59LWw!XV_r9S z`U_sre9X`8<0-C52wQUWm^vA1-B=upJDeCn}7OLib`Ahjf zI!%JA19e>2gpgI;V$A~k%ula;4i_USDpq|Pm=W#L>g2cQ5Z>5m8 zlxa)0x+_3W!z`+M$v#`;nqTzccxFV)Bi?@dd#|h53Wj7bk5v{&<+o?&<|nro>NR{t z3=eamB&Y9aW9@C4HBG~m`b7&I_f2eJUouh_IYP#GDqI$|8~@eybJBilb@IjD26Q%E2PeL&@Z@>HPo=+ZEp|$uBV$@;EFSt$%3|qAKb_`Qh=O!C-MTNZG`Jw?f^Xan!=lI(BC3DZ z5Ub628oUF+4?shlCu?VVdbfco0?>d-T)J2X_!U`aszmL26@PEe*sfLhK9kM zK-|i(tKz2@2vrzIS+|jCX!z)@P49%*eBd}J=F!Q#QQijz?`k-6^d_*<6=I2)D7RJXeX%W{(h&Zf2_2qA-qr` z*AN^U{xo*3p9k`X#{a8DAs6p=cP?i=U!GTt$cB9Wd^P}QJsuG zyHg>Fcbfn18_`CYs&w(oWLeSCY{y&>9omW9_t~J-D}FY}K`&vouo{XC)JMRbs?4=a;TQC3hJ z*IPkWGE+^rrxWLv73)_vV=of!uVClOgjqEy=>1_S+_+O+&iC~-9qd>3f1H}?y2^gD z-zAMSYV`DxpO%pjH)r*!JA1vibw{MD6qhtu!Q6aQLzcyQV@NGGq$NV)xZ9SUb8Wc? z%Q0|iOLewT6;m$OhQCcYT-Qj|#ig&`!rR3SJml|TZ;R^P zkjToPTjju*n8)-gtf|VZWe&dCtv@bSdBJ4t1SQzC6_e4T;DFl*u37g4Rjvd>+pj+JxtVv@4s>BuIZFwEO8jPKxRC9sz{6xnEtmU|aoAZDZKkX~ zSjr1nV_Yp3jYg`6+6nt$V3idxA6 zue2%+S=U?Eu6Nk-A(0an(vH!$6crT>IEDvKI}xNZ6QJ!%b1ERX0*sy2Od*c!tNHDk z%>6;ZWe*E8Dij6P^Lae4U?5b*dKLZ*Ewg05TZ>YFWoya%3x&}v2Vc!q?1++`c!v?d z#Y8bh=EX7+hZvIbpP!DHnx%~NeK4po6e+(8;j3hCwy;L-=`ZivDKN`3aNisas|=a5 zN0>Kf{Of8q(VK;~KA~C9&NfQY_tN>JbII}M_I5LOOs}D66@RMPtV$8ZH4@czT9-!x zvs;muit%JjLA%?RiQmkEde(l8#0QmUA z%eFI~t3V-XVr{h88*^So`isl37q3lvPIg?~rRN<$7RO{+fio~M)PhgmNM#GOOl3pD zc*9EZ68ld<0LC?9Sisx)yi8Fqv(j)dlc&4|)=-sUPf}CaMCfK0@_~tA)JEZMNRDR&NV!Jg-SV;@ zZ3sWaPnNJ!Pj~aZuUYa^76c$aC|Dz}2Vx?;Rm({_TG7*+=J0Yt#z2__Sg))TcFV}j ze`^CX$b+Vq!t{jPkf9>9>akHO5`8-Ul4V>Yhn_(?C*Str&l|WG+Du)Ga`MZR2G8ns zc}qh&e|CmZZ^SAY?t0PP&+i);Gtf$61&~6IY7L}l0-$tUC+$WRO2QMioB>n+W*=}P z|6oTDKO&uv@I56`&11P@%E#*lwD{y&1dqq70gU%6_MGM3+!)?K_ehO zD2Ee;-Ag&Nv1|a5Q`VW8tX3aHy z5U#Z(rWOxNj;w^^*|TS(pwf^h?vLSXC?1t`>18AAK-`Lik8uA&Lba*NRema4Hg4M(p7es_^;zJp$!F{Q_Pg(>D~OoQf&$(Bv^qR!84;~T^1S2& zu746!Qz?#bv>vgokbZiqq#EJVGMb(SX8$`nR z_j$D^11XaDk!sVh+QbEJtpHHVw#`=+qK@NuuvpYM?6^H12)fcp_T0$1Nh#^v=dFWt z!oFvh#!X8E-JtIyidf$A>XXTl@pmPyRWg$7RA35SdXhV@VMCj6kh#OtOxElpThXaY z%I4i~_O3IZ);Cyl;o&s`RABCCF-Qf0uD0>`3OJ;FxliM2?c;X;R?2VJ-h#}-0|xH2 zj=!!~?gIKTls5*Gw*dG*{xO*?;4MNmU&JAUq2_B?v$?__PoLQP1}ogD!R7TfhblC> z!c83o{i5b@?Nv`dSPf=9&x3HmF7O^@;xVVX^jwd>3u7t3BU%#26wHE*j3e7^;=B)& zbOZYLhef*0I&n%UISR=Xo616!u9ml2Hl6rQfGo1f*K5$AaP{ptucZ0cc1z zOdie7YNQ^|K-#VLL9gIxUcC5%1lMs!MiiPnp>vG!)$zKJ{kUY>C2+BJtzK|QY;xG< zgf0SjKF2`%&Ot{Y`F=T!VKR~-A(Z`NyM_c|m69jZkd_%&gw@UnWW&9`MKHXO#aNtf?YLKY3% z`iNhoj*K5YC&;-2{f}oYWjL{&r5yp;ymao%TV#Ey)7Wrr#e__(mUC6i`Fz0nIsSd` z&N*$IRz@(SfKcFkcSiYJisNcGbOw{a4C1ak?9W4~x;YNj`jcPH=8(UPhvtOM(5+e? zYxH#;6C3!dzw6IPzzc1#0z=j=oC-PECWdH_~LzS2k{_j+t=h`Qsu_-jshSYN{-- zFD-w|o9#oDE0B9C_1&{|9qh4!W+VL@Z0S^b)OY&dRyx98Efo4V(Qw(UzHzzPtFF9o zp2n@Mv>1T=uFlDPu;y@D$96Dy?2l?{FErkp3Z#&iTrk=G={8&G#T7fH!Hqp7&yjAG zEAWM{w+wAk09QErM8-^7x_LMKhhA6zEX(ZCXl^C>2_$+yMwrDPlQF5ubBSs2#CIWF zd2Z5GbFLg$Wn(0Bnz2NVx!pxFP8wG!;juaItOOIBAI zB2iClto6VMHZdVtOm4Jkm*66ZB$<8m`{%#k)4A&rlz!?&nJqI6zR&k=grPtq1+OY4 zeWG1pxS4YV>E2-#F5c+CjMclG7ma@PIP41o7Oe&+b|@jFj<5@de;)|Ia$LPPL?(rxSR%J;_4rv}bpC;+gCv58Y~-WIXr0n9Y5xO_$FP`CG2C z)DSw~MgI#;{>~AKScl%8PK4E>$Yb?t+g_hw=MV_VA>B#zZE!@gFvh8FRr{l%6w_=1 zcc)|Hjo%y_KVE~pVz^h7%f8`{e~EY{t_;De&{+Uz5?NsFcMRpoC7$*njBT~xZD1U; zGlOUaoR?>QFOd0dvAyXM$L(WWZvFR;2D4C(cKE#>mT=u?{?ew6If3s5CaGg&+zEv2 zQv*=clPmRsm7p$(LbD`vj`#w&GrsF8Cp?}@X|wD*PF50(K2h@^#1U2YePmSpL8O+y z(2(W8QMafmUsKz&tkTU`qJ?q!Nx5fpB-1_;7r_#;*%7Wuwyz7gBc!0lUrPz^|Gm_{ zP4y$k4_x7C2_IVeONrk~T=s<)Z(R1e!pCZTz|Hp(#1iT2cGlwzxPT43;#W5^&VCc} zV!tDt#ByZ(H)KFsr@rh+KKQN9;Tnw(?%Ur#+Vh4U*I10I>$^9{A=d2!p%l>f=+=k9 zB86%jyVdTZFkDQ)sbB*)!HxrHum6+IEkAkk+xZwK5)b?T5sVyai+TYj?a z4#!{IfD?9#^&dWoNf4-`%CSe_iKasYQtUuhs*pq z@fprRULVjmnt+8lKVR+pk08JY%W)FDO-+AW%?Iy(e`V~Z_j2&QP2KO?UL}FHZ4d2r z4Hg2N|HSIA6p*axFe(87ItJsd!+y@8tm-BAM0x%_E;lr+STqH}vkzt_CTSo=jsgWS z3O50S+3wb%KMw;|?wN6S)*nXNzN4Pm2mo`_y2d`1`VhVHr$W}xWm|vw$l3)oRCIZyx=0Tj8ldu_ZRBzi817Lsx6aKoW+DNOghzrH*tN5@}MjckWjth zox<`remE=fKu?lz_(SEtc>-^*f2Ht9cHj~ROc^c`MQl2I>=vRR-j?YwHtNqQzXRZO z6ke}Ki;Mu$$5wm_vu4%idZkXI3pS%XJv_vUsm}|@e~5xoSTPGC^=Yd6b>QED#N3mY zjEwds_x`j^Agfk7SZsurX1ti_&6nIRlAD^2dl|QYszOGda<19;{o9kFDHP4L(l`Ge z2Q~cX8J184Jsoz{{d{$#$dCE?XG6Q<`ySu=pS0%e71}{d-rf4ex!lam|ZFrfGRCX1N4?fS-fH zh`vABvka3hvE$Uob!zJE*)NdYBN9ZI7Y-9rwX?l_YCDH5Ns5hyR4%F()V_;@8&a!( zW4G*uxD74m17q6cieqoX*YujQu}tZiVSF+hPzHcjj1VATww-|+&I7y^J~C5Edg-)~ z5Hzw?VR|#|I=d0S4YeEta4vmjXlVFeLgH!T$sqqMJ&2Gd2H=f(3f>`R7f3TRGg=a2 zk0hs2*eCJMGQs+IRHIM4sKW)6NHiag!ac^zd4bdEWc`$0NGNStFl!U*7MzxcmJMlwqWqNaaRE`r zPFzH84;7HgL?S8EqA`|UZzMs$X`WKU^J-m;=I@rC`~>_o0Z<5l!t zlmY{56X=_rSJl)cp)c2OM@XGz$US-g7f6AO?lF9qihFMf|M-18hSUVNR1MhEyai{WSHXX8 zfT`_^GwIZ=f!>1wmT13;>=EZC$zS%%C5@O!>|Ue^n=k%9vKy2gDCG_f7+2j=ypN>AN7kSh_+WG{ z4KbQNG{XLeuNF!1BB$ SlOP!IBP}8SrdUkR`~Ls{8W9)( literal 0 HcmV?d00001 diff --git a/Analysis/04-25-22-ParaSpatial/TaskComp.R b/Analysis/04-25-22-ParaSpatial/TaskComp.R new file mode 100644 index 00000000..eeeb1cd3 --- /dev/null +++ b/Analysis/04-25-22-ParaSpatial/TaskComp.R @@ -0,0 +1,60 @@ +require(ggplot2) +#install.packages("viridis") +library(viridis) +library(scales) + +#Set your working directory to the Analysis folder for your project + +#Read in the data +initial_data <- read.table("04-25-22-ParaSpatial/munged_basic.dat", h=T) +initial_data$task <- factor(initial_data$task, levels=c("NOT", "NAND", "AND", "ORN", "OR", "ANDN", "NOR", "XOR", "EQU")) +initial_data[2] <- data.frame(lapply(initial_data[2], function(x) {gsub("Grid0", "Well-mixed", x)})) +initial_data[2] <- data.frame(lapply(initial_data[2], function(x) {gsub("Grid1", "Structured", x)})) +final_update <- subset(initial_data, update == "40000") + +host_data <- subset(final_update, partner == "Host") + +#Plot the host task counts at final update + +#violin plot? +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_violin() + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + geom_boxplot(alpha=0.5, outlier.size=0, width=0.1) + +#regular box plot +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_boxplot(alpha=0.5, outlier.size=1) + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + + + +wilcox.test(subset(host_data, treatment=="Absent" & task=="NOT")$count, subset(host_data, treatment=="Present" & task=="NOT")$count) +median(subset(host_data, treatment=="Absent" & task=="NOT")$count) +median(subset(host_data, treatment=="Present" & task=="NOT")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="NAND")$count, subset(host_data, treatment=="Present" & task=="NAND")$count) +median(subset(host_data, treatment=="Absent" & task=="NAND")$count) +median(subset(host_data, treatment=="Present" & task=="NAND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="AND")$count, subset(host_data, treatment=="Present" & task=="AND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ANDN")$count, subset(host_data, treatment=="Present" & task=="ANDN")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="OR")$count, subset(host_data, treatment=="Present" & task=="OR")$count) +median(subset(host_data, treatment=="Absent" & task=="OR")$count) +median(subset(host_data, treatment=="Present" & task=="OR")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ORN")$count, subset(host_data, treatment=="Present" & task=="ORN")$count) + +#All tasks over time +ggplot(data=initial_data, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ partner, scales='free') + +# Specific host tasks over time +host_over_time <- subset(initial_data, partner=="Host") +limited_tasks <- subset(host_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR" | task=="ANDN") + +ggplot(data=limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +# Specific parasite tasks over time +parasite_over_time <- subset(initial_data, partner=="Parasite") +para_limited_tasks <- subset(parasite_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR") + +ggplot(data=para_limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +#Tasks over time by replicate +NAND <- subset(initial_data, task=="NAND") +NOT <- subset(initial_data, task=="NOT") +AND <- subset(initial_data, task=="AND") + +ggplot(data=NOT, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(partner~rep, scales='free') diff --git a/Data/04-25-22-SpatialNoPara/simple_repeat.py b/Data/04-25-22-SpatialNoPara/simple_repeat.py index 08dff2ab..4dfcbda6 100644 --- a/Data/04-25-22-SpatialNoPara/simple_repeat.py +++ b/Data/04-25-22-SpatialNoPara/simple_repeat.py @@ -41,8 +41,8 @@ def silent_cmd(command): print("Using seeds", start_range, "through", end_range-1) for a in seeds: - command_str = './symbulation_parasite -SEED '+str(a)+ ' -FILE_NAME _Grid0_Para0' - settings_filename = "Output_Grid0_Para0"+"_SEED"+str(a)+".data" + command_str = './symbulation_parasite -SEED '+str(a)+ ' -FILE_NAME _Grid1_Para0' + settings_filename = "Output_Grid1_Para0"+"_SEED"+str(a)+".data" print(command_str) cmd(command_str+" > "+settings_filename) \ No newline at end of file From 4e19897eb3c7de41e316328ca1988c28f1ef13f7 Mon Sep 17 00:00:00 2001 From: Anya Vostinar Date: Tue, 2 May 2023 11:13:18 -0500 Subject: [PATCH 2/2] analysis of spatial data --- .../04-25-22-SpatialNoPara/HostTasksTime.png | Bin 0 -> 71176 bytes Analysis/04-25-22-SpatialNoPara/TaskComp.R | 58 +++++++++++++++++ Analysis/SpatialComp.R | 60 ++++++++++++++++++ Analysis/SpatialCompFinalUpdate.png | Bin 0 -> 54074 bytes 4 files changed, 118 insertions(+) create mode 100644 Analysis/04-25-22-SpatialNoPara/HostTasksTime.png create mode 100644 Analysis/04-25-22-SpatialNoPara/TaskComp.R create mode 100644 Analysis/SpatialComp.R create mode 100644 Analysis/SpatialCompFinalUpdate.png diff --git a/Analysis/04-25-22-SpatialNoPara/HostTasksTime.png b/Analysis/04-25-22-SpatialNoPara/HostTasksTime.png new file mode 100644 index 0000000000000000000000000000000000000000..be2c75486e462cdf146e247e7ecacdf2fc5591a7 GIT binary patch literal 71176 zcmbTeWn5J47B@@`F!WH;Ff`IBjf8YJ(kMzP-Q6hN-HoJlcO%jv-6h>2@NPW!{hafD zc)mOz<~PG;*fV=y>so95WARm4Q3@S}2n7ZP23=qaiIC4-#;0^-= z!Y~&XSGE+F61VRd#9&}}!^1W7%}6wGg;N`=8L5BzPZboz zU_5fi)qGMN518M5{80UQktz05jcC;1!BV<8E$7CcJoA^rxT28GqSe^dC*4ju3X77% zQ0AN(gL!6%hut=+wHVtubpN4qh-{n1}5EvWg0jpqH^Y~ z$@S{~?VcWfhfdEibk8wn#)x=^cv@KEjjs0j!((XQ^6XXp^^@uEa%CylFH3=QrMyFw z>mOhq@p`NDeL$l31IV-QZjgHfKBYm|vAb(wvq|3(2lS@i(6F4#vW%WK+nBzl&q1 z;85Sun?JSehG{5{UaDzm+n8i9tLqHRm2THmWR(i$3}1%Bwai}ipMAM$*naU5&hv=b z)SQ2Ij4%IVh$z!h=*AhAW}$G8R&hq6*n=T+J#HV3P>?|yn!^B_*ehuOuf3r(j$_ClZK$T$Wmsim{BKAoV>j6dDRQAPbc1RpVJ74JvKZX`36%CG=Z)i2 zuCP?9nLME_p}WqaeUGLlNvk!Zy|S4+kh#&hQOlwDSt|p6Pb;m^W=YM=<{A4v2WnFy z3ucFb`Kfff(WfrMo!Lsm9UdLDMoJ$*QAO@|lx_1wmBmakojGPfdXqq*uI?@qIi+2^pa5iJRyQY}5}a^+ z{bt1eN^6r6&r%=!V*3ND((0MD*Xoi9h;$wW8^@gRidGu|R5Gs#DFZ(@y9FFx7C3py z3C&md_Sv6)5=40CVd%jnjQhIF#-DH{v`yvUbjoh8Y8YcZ%sjoOHf2AgdvJ5(9ZCfU z!wa;njx74$O}ot`;{_PCiDp|cmF^t8UDh&>5BLkN`5){v5qba630&*c@nNo(!jIjX z4Zrd+-Do|ADHSeoxl(nZ>v^{V$2;xc-KnKSG+ILb`%>4%ie?#R&ZE`f>HfjZ^BjI^ z1*ReE3I2)31-1A6%rKB3ct2>%d{j_?VE|r(VPJ#JVL-quSl~efJb+x11^4d}IHfH3 ze_z9HJ^ylA{XP>0Mg&IYji|Z{?14U#k-El=u!tK4o*1^QSW)&hHV8KlT%Lnkj;B4o zQd{~N_SdD|9iRs!9mmi-`N=ub1fnwT~23w|8p6l9Vnmx!MCsp4tW2)Hqqy6L;Qca zwye&Ix@tJaJ&OPl4-dioygcQn#|Or=+lT9w#*zO1LNRwoOj%jkf$8bmrltH$s4^q? zVD7s=2M5QEfkFybc7Z~wYK1}TKzDbp=8^Rg?c29+9WHiNn)V7(8$vxEM<{3x{d^9g z&Ki2Q!5EtOzK6ZSOjR8no&2kPE{{K_{Wb2_NBa)(!hRxUl$ADXV)HfT zIO%-$L5dlIGVPCdj6x?J@D7iEZgo5(PDiS$tIdDUlr4I!cEH}P`eTMQ4}1p#V2%Jz zEaTGwx^2%|TzouMi#k55K`C2nON$`C`xO)3ix+kRUbf;LSpE6=`FM9jzEEX+a2TmT zLWb)$q1)9j(>=qdJAB9E<#f$*J#!Za6%{P+kF0tP%Gv0dvw3;c-KKvg^5x{4u(7eh z_bF@bupZl&v-MU>DH$GTGBe9vJFj2A&O|{$sga|nqYHj&9$V?RQFQ_qCCdO3RjJ?F zv1~(j_scYMyzcYD!0c>dJDY*`gQFkzNt5I6-I9v79N_pwv0CBoxD+{!si|qm*RK>` zco7j0R7Nv|h%uBo)KcGMspLv-Zf*6x*KPCQdpPOF{Bs*<%D})7A~S<;=+XHaWA!@` z`#VrLF;9en>lU8HOex`qj~}tUaDOCo2G>s(Dw$qhUtBn#prYmi?~i`{bn>e8c00A^ zT`vl)Tqr(kK`@!ym+hbFawVE&ISI_V*yW;`nq@k_s5Lq0MYAX_z46t-FOW5pG``^5l-t|eQ%A6_ zKQBdEFgf9h_mfa#L&KPL`$OM#-$T#ydU#<$&eYp)79J+oNV_UNwE_vn)8h+krY}4a zhpkw5rE#|z5Ndw{Io&SIFhW-ouU0$#Z}FQS$*NevQ%G zyC1L{ zUtEaRQ#1iz@hTuFNb~F<=%TU!9J0C9}cuM5(3SYZ*?-=Sb`966;CNMBC3I+zGuZ$ipCY9D5C*W!C{X~Q) zpc#d3aBUQVFV-;r+(|wLwYR@^b#t3|{dB98ahE3(dxL+=v*OYHbrUQBedBwA)Mj*o zV7KtOo*R^865-?ngIyPlM%YEc=@GF|W8R(D7Z(OAyr50*`$yQt7;C;yR&apq(_E!5 zq|P7d6(yx#t2P+cBIs4X-s83RQ=)|P_eq}hTaB55Ld7oX?(erbloob)7C@(I{& zf>}d(oDJqjsC-(eq6l2RF#Q6`#alZVvDCgG2=wvSbnxAUr%l;*poBn+X4LV?)zyr1 ztS1%7?PAw>iZa-*BV1fWP>BaaxA9y91Qqp3e93var8QI_MF9*jIP2$%ezUC45?>J6RK{sPA>vC4akX=_>@2ZNv{k5g=Cqg|wlDvCSV)lj?N%b6UKX8Fk!eCoifmh3o8a-$ zQZuKk7@l3+iO5%fCE?qE0{LVy99sER;p5h8vg}_h9Ae(fRE3 zbS;r=0?6x=y4J0|n^G$g*a#J^S45)RFSam%+AO)z7yh0Vuj_N@3+8u}bw-_VcSp^~ zW;3O4^=3MzxZOJW9yq_vKYchFLg_(%u;;Kdzn*{Kx_XRuka5lBn5-Hc>5j)s9hPNP zRr9t!v)F$-UAE-`FTR>{SIW!BUCi}6?T6mwtu2*Sy4&Ih@l{uEWxK-CES_O2sn9B{`yh+LV1nUw#TDdghZz??2D|gxS_md{A<>5GQBs z#N?#;`Su8x$Bj+-TEGP8>({R!R$L}}`Y(clf(>l6-{N!iC`u=nYK7MrXH|WS}E!?=QqGI`Ks~9pUs;Z`jt9o{K5JymR z7gL-?1E?6aQtI;`^G%88k6bO_9(HE_wJ zoLQYMCbMa-<6mEe!&pR61pLnFsy%^lYl4ueAOHL^85(_Qq(m)^UEx%%%+A4iIlqJQ zMX$*vIp)0@qmTXV#1=}w-9N3gkpOrK*_DH5>1VpYWDJem!02dXbB*O}#3~_NHoJip zx;3taSf^Uv>tLs;R1T|t^jgb{(OLI4$m2qzec_`+pl84)SF`87na)Y)yCK=pHChi_ z3qzZo_c3ONk;ILpuF8b_sJM+PY%UPU461SlW5D~AA`^QaXDwkm?@z?O2dI2;iRnsj z_w9WkIu`2)44MXcD2QIxzVsTqy8iG1moY!{m2>XG;$I|k*!nxGJtyJk>i!5R(mIPv zPgiJcY(zW@$g`%7^p~f|(^ORzD=*)A18-0m6$O!%k;(23#w3P_yW7~X8OLWdTB447tz*WtfekwY627F zW4h&gYzd&tEcYW!=G8Biwo7h$r5|ku*$#`7zmoU;7~tu zBB){<=U4MfV(2HM91`kAQs~ogeL@QX^7nIL4hBy#x(*EvX76OUM?_tqS4^C34V%wZ z8V7)mVc`+SfX)?JPB|JAK`czdM zrhZP@DrimXNKQ~J_G-)dQ(2cSRH-kB?PrrjYEd-G-fHM~xhF;WwlPe@zIz_hoGi_e z!Re(y96y1JPf`ZLF(y`FxwZY^e7sG(Dmri;0ySa}SW{JfsHaFd{rcnz`swoa%{bEg zZytIHXx`}k=bx<0WOHh=3LZ)s}*W1Amj~8mcF|rv(nc}N7q&4Ik z>OeSOBKY99Pi~;WdsDuX4DzXEF-_+;jf4!aEi7o+hCi03rvqP`-h>4P)UU>;1-eRb z9Yl0GvZJ{ML08$p@)?4^HuYA&O1dGPeeRDWx2}rhLV+uQ6sesBOgp&jp_A_;k$Xfz zvyk8A5lWAD1)?Hn3n{?M3It>F;l^Oibh9FkFzM%B7GG)FvlgRP+R0WYU{Oqc*Ak%R zzVSn~noPqUr9L%p-)_Ur)m&Q}*0)C34}FaF_AoZ<5~3{zIWS)%8U_l;;8Q1KxFz|zd!pk@okc!?*LETl&$A^-_~|Na&O`v}!*p4aN_M^Fjaw41lj4h0Dfq5~2#i*WF)KIBi z>&lh^wp`OQx7}i!i6-3|yf4@u&F0}2c1aN_KeI=@AuIlB-tve1eXu%=pf|Ll-zk&J zk+@_Ys^#mBhWhR+<}cG>b`$oX-m%{oGVnylwFbQ^W4&gut{bq4#u8#*S_~a{{1y}CZdep zcH$?WfB=p`!H-4mg1Zz;c;qp(JQ2<)!jV-xQE4SArN@y6vmw-LRSORyZ&%8InzMx! zbTXzx{-|K3=^-I}ygJLg$5|$>D9I&zPSGooYPrPW#3HI|$>G+CpSF*`*Woj_ z*3z6PJEx_+N;2>zm6ABbo!(BZ4+Qh(sLG8tVb#*08OJ?WV};VoNyA$gXTM!pbXGkoEa#6DN_Tyy^4Y~1h-H&+f~e36nd0~qz4s#vsMbCo-OloA%@lOPkFE;9fTJpQLrLA-3ihDQD4yMk>}g%y05Vv9uC?8JU(G*$84cUwft2 zgM2Fub%45_>{DbD-G2BmycPZHKogz5p^SM^&ZZPPhz{CR`kob}cI91jo z+wm4z86QbCrz@!i86ttF2wgd}GV*EjH7)GIYqkAW%|5;ifU_R|@)~2S{6sUKzG8Cu z5~)_MSV~>X%N%{cdp^e@TLf`PoO^3iN+6P1dZ;eG`9k4OFET4?i!cFZ3+c_7)BuLz z<4MZRD}Ns3JMnOJf}zmFY5xJJIjJjGB5UzU${AWGhMcT;}UXgNgCK2%)Nl`IiAB`h+ zp>kWfEJleVT9bCAE5vIJ^o}I=&x-~cihdE<1bWP(E2|7pu z@)b7-QTNFcnFTM?Q>*xIc1&*V9m+`On0}^`AhTtTDKq9Z%sKM693uxIf+SE;XI%V- zy5YOxzS*TmH6Y}`$AsOB)54HJTX>*iU}j2h^uc4d-;4F|kqFc(R6KX*z)iLsy68dP zVYg1=&g5wmd3@%1B|v=h+uoA_I5KcwF6}q~0rhKa*@1VYmvc?@yp5+&D zyFmyh?p*NIQk2AqMFVG%=;kAy!RXU`@-Ht(gfH$8!b+JKz!<>k)7Sk7jx^^{ z&qF!~jdz`k2A#z_4=K@%!J}@z^-Wr9g(>bd6}6?y!0dWA&&$mk<)r&XhbUDOMu$qM zZwIJ05YQ)h-ot=NibhAEP+GH$H)_(ee3~hw6DX0VziGuYq29yIE<4@TQKJ>jXV_dzU z;6K#)tb5ehShtT^(p=NkqeHGc=jT9FAz1w;je+_NBX%C)05VA8yM%N}AVV0c9};#z z6_06TZ!w-tMjB2)Wjdcyq|@sM&HG;SgF`H_JSmwg1lW5iqvaM?fXjJ}#qicB|COpp z79Owtw!GhVRua?*9qv*#BZb@YqhoP=6T@g1WwKWERGU#5?2M|RX9J=E(TG~EzQ5`F zzzj(O$WXVeFs;^*99$$;i!cxMXd{*LA_6g<|}3vAEF+nvodm819yhwofqINE1~q8_Wt$lci2(^B%OE3xk5 z>~GhJBef;w7HF&0zUI==qSB;8R|A%2b5_EIcp-9EYy-KN1yl)Y0#${+KPfi~gbqNq zzgR|Bfb4?mpfqO4m?Q%PI4lwdB3@7~x^On`-gVFS4_h_=-G}QI#*6 zazmP364-6O&51|+MdC$a9YN^Cy8s7TmPP!<`{}4*1B2h?1d9KqeJeqi!H}NW&xa7S zA1^qaHzli3&d%u^I#NqmSACPE!;d`Smsm$sBJn%KFES;CkF4-QAK6mXU$1Cwv zN)0woZMoq~_O?E3TQNiAKtd|oe&ANwulKZn1MsNQu)a9^{^B({LMAQ^4*k^US#TOBsnkiabFc9v(@8*=dQz5@G2ZdvpdzP0C!f?&Ut}40+Vsc78NV2 zt*#IqSG=^62!=){%uiVNLH(!+0NDTV;hSO_@?`KK_0AwjWPpnbo_7JZUrN6IvrYc$xG!x9pq`YUx~O#oPCmqstDyYB^^+O`}t5&Dyu8YBk&=-5~^MA!cHZBFB5$j8I9{o zDF9WX>CJ!j;2PJ-EeIkB5~N_2$=nRDS7qGG@z!m>+h??rS^z{ebD(T64HX~1pSxyS zS*UbpUZbG}&%wj>J&_Vb5|Yhg3g2`z{IW@l!j-aGE)ROIyEyoBxayYOU_ie9mOX)! zj*WhyZa2v+H1ik01TS2HOdK$ReY&FxeSBc5Y4k6SbpWXfEtpxiE^j`Hn{81USU6&l zjx-((;`v~5FS8ri?ApD0eFGe&5;DwR^`4+**B#RRnKIqLcV~64EeNxPs8-oFi)pvs zW-)WyZA!a)J((Q%`Amb+$b}d8EjQu*v$npLV6LW|gZXUFDMEVJF>r0+9c}!^(yp zrxH31HWa;meG||79w5-yTM7_RUyL={?>rOeT&`y(!n3(jn6e5A`Oj&2y*G434r|vZ zO8?(je|89b^Y3TrWa;y7f2p*%$p5wcB zl$ql0Kr(i9ae;7szMxDVh@7?Cq$n-EHe2Io7wuTa@&WaeKb{~}Pu?7RKUpgO;#rUZ zghHnv7)m^CdTLtm6aw5Uxr|kAF=?ymZyKdb?9NAeeN=pW$w0|On-j5uQc?MT15&cd z00c$u~I7mlnh+ylVv*9aY1;Tcyk;rN|&ocDSLiq#RtF)p( zQg3f>3*f}ei!xSg($6>E?QD>4ukHS5V{9pcRABeCpL_?B_C1DIy=Q4@X|RFRI_72I z>9ZOf5)yJF1lnVG`7(RKs(B=OSuHsf9;%#V_=e2jh&yFairmxWlpj1aWV%fG#%|&# zL}UxhE}F%HRVhPGr}<-z+qetlcSD04i&ZCJyAE;>;o#&%Coq1^%bRq8vN11{CVr!2 z?Y!iOzvTV&@CV@66CdLa0C6iqe>2-~-;ULe}OGpsl%j;19FR-1B~b`5Qr8 zCZJCf=ePs}(gO=VB%&rJ)Xzo;P0bgMdlP{|5@0!MYHBufow`qim&YraGBZH^GuxZU z=dxXYGvDIM`7Ah>P_%b)INyuHY?`g~iN}$o%4R4C(etsy1Bw9!?tZucVa32C-r3b9 zrS)sp{V}R8FIrkEJkUNNY#BjIqp^#tYjkRAYUAVt3s_yOgLV){@^(s1X*|);O9nVS zNx#>2vMFG~h&PNBzN4?m6K85tNPR`J+|3O>97$sLPhficPMJWe8R()*z;Ow23^8$% z=3n>JHQl0BHzr+*5E=t(>@N*C%H1;K6BP6j9jd1H1{y%Hsc&Eyzbg<5Hc20MTo2!z zZYVfLzY^`BehwnHs{Zgaq26WBr;Zf&&ky z3y?_x)Ha`z^>L6mVwZ_sDTbQh;O0S|3Zw`JR7troS7*KQGsV~Q?t%h{XiBJ0)b2;wY`dbANO{Fi$9EJWggLoG zF|35dpn8=Td1(CJEXhvgzvK*Cu9(YoYkqAyPS69{BLS;p=(F@{2h^LYXOP3dZblI9 z)o<530NlJ~28=1bBpL1xm$St+HE}U9F=hZl!^7=szdsVtBmm;`dariYfQmj$DTV9n zc@Cfw(V=W?uXyv>`$J%i`P+8lI=kaileN}lKG1yd2=j8EAswU*CQ+SV=iEWdn3zYp}2Bbl!=?NcF{Z3cm-(Nt1)*!(bl zA_YlMfH)C94w5mdBPsZG^xF zkDlZbSI2LFz9Nnw_6_qw;MjKlf_d=7M}{AaTrz18D^#dVMmZ+zpOc_#MTDf2F>jVYn|vpui+i)UxT^CkO&v#4k1Yc1cp5aPY;3nLWwyuXUK zSwinw9Jl@)yNR5olqsD4aWq4r{m&WdY@_>Lej=ERK8Zez6YXpVkrLv};JdDrsWrHS z-!P*mDNDOUe0$?wt={p~a~yZE03n-njazNT(+0okuv2&MU9v2=-7ZjXQBU4+qpo1T zt?{jeLPF}M_^I}KZ90!&QI9X2uteq})d z#6VjnDG3%FF|QMKpn;u%+DJsFi7!OFR4ACN`OvG#UwO+02$V!tYX|E+AJoT;m|pw5 za%Sb(pKs@MBpplk>(?StAIt`q%JApcC_C<%6Me*5Sg zUqVFroXKl=Hh=~hR51y-s^q{sozNIpfHz8DyIBuq-OY^@ri@~aVsa@tv4m@9ilXKP z3hkjLfC?BWl(Wuat0wK~Sp_n??N2C4mmFif3>$nS!&yZh`0QUDM9}{IdArfm7U&x?E*uxkLID+%RRjiint)^BjIj$o1~G2*;M{33#okB3l5R5 zdSZ$&C~M$aiKUrLdj`sT$IZ%g$uH$gdRIW6$SQ}>Gcc^j7-$a233FSDfg=OdK0er<>cz8(G%f!tI35Cp?Ry739xY#e$>oOGLRowLU6z zWdDR^VYx!(mlBA`G3a+)9F0=lNj>$^N5%={>n6II?!2505D}_?POXq3n5?yA&R28E z0d*}}qB5%9G#}5AnEIx{Xn>V1b?YX<@$m34_^VNmPHJKQnDzcDTqJo2U8mgzmC?-^`nZ)mH`3#Yq94lgx^m`}jOc-mw9dN!{<{L^zs}dDhkZ zHO^+cMfTvQ23e7%%*x%b949@?c&*KEnq7{{8M%-3SJ{yG-NS=*`6Wch0zjY)BFPu- zW=uE}eT+#0AoZLuT#cAcW1xMP#~S3ic6!y~w96`LgB|1zrciH`L)K0?VYchdM3qdHyX*cm+|L1e0si`r71$==RZ+j7n1F?gFN1B+)g&-9fXDPFi9vd}TX9q~ zV74oLuCcNCGF+eM)!%S1!*0UtWX*+F62`Pf9`Gu%3SAWFjA+Ul$Sy7XnwI#g_Ns8I z$3ZqifxFa)Gvig)XMH56f-fv>SiG&gU>J!e_qR|0obc(WL*fOhS>Pw9;%KXthO`cf|q8D&L z=gX88)-joR~rE|j)eec5?{G)wL6yGatIKJ-n+g&Urc81c2jsm?tYQd^-9XvWRT2hlLMlhE&=vi<{C?W(*wL3rd&p*Nr0PwJZLBby-MXOH* z`V=Ebaq0}<_X{A*t1)mw_!WVU?vl^W&h8C$wWPJ?WM)Z}qYFifVt7 zd(M1|IH;$&&FCL45Bs&rU>NrS`&ZFhY3OB3F>$EUi;{Q;GyfhKyPPH|$M`?_`+kfM zAYVkE4qyeCe`1$309ueG1gPWzm}j$w-U=BR8G?!H>+k#)@bdP76hNWj6Cg^^f(;7` z+rsK?feGu9r0Ln7p-6u`VZBnmMQug>LA;@gAMv{k?yAILeMIZRWX&(kq7BPNXW=?(+_L>6pGy5qnomT-zOkEh4$_MqEPpkAQF3Lw>!W%nde6LA%gi^`uh zpmZL-^%jZF-H1z0kQii$M9wQ_I9Kl}4jhv5v$+29Rh(}#NRKWmtLqPC0*a4x{xZZ5 z=XsBdX1#)l%m>rpM9a(V4)Ccx_X2(nkARo@B^Os*fl}sA1Wk5WAdOtUGVmsr9*ZXJ zZ;)m=3-(HGj(MllGkeo_!bI_8b`wD1a344R?T3t-ziRzsfmqCi*+3hRvlhW1Wm7u< zPSaY4PcH)7toARW23ny83@jA*-(`mFUX(G#NO>vudouWDzeDr`m{GRZ@!TmRR5jpU ziJ1Hw7boVC!W;xxi5$h&bAms{@~JMDht!K8mgLr z1He0>>NyTn@oeF4pXshMw{<=%Ozl^Pen>RSlpT^>+1GZwUo&V8b}SsfUKTr&jl)J> zT^kCWVxsmD(j?#+O8oMd>0C7f`;d&J08o>Z|BZf=0|gHcPe?>WL78rS6@=5v1wc(R zP^0?I!6|CM#O~>KSUXz;ND)lmzOHuxwoWSi#1O_td40?B!-1b0L26I}cB%I->8KJd zzxf{YWQ3V=IP9&{Tur12kx3B_CM5O}S-Fr3uvj?isMWqh&*tQ*O(TCV&ddveGM!(a zIB6j-c;QX~*o9u=7(5OZTiPZjqp<$%c=Qdo^5UX?r%H2J5$06 zw3*E6cu$vvQ|sU|;ylGJf!VZGhu<^d!uJQ9cYqnw?BVVbK%j4c3o7U*a}OJgEgLoL zGj#{^qPaG?oKn)z(%LEF8eyQItn*&op6|TP*YhXqg`%RM+&~!b($bj3Pi&?P_d?E~ z)AYbJVn zB+opSTq87@s0!ig+oefT+%s7Ccd$!=VpVxlM*Nk4K&pqQ=U;^We|`s5wgmH1yME(# z*p&S5K`5AjVwH_gN%A~K{C^2qD=;u6WCbp@Q~U2x8+8zg#=7#9^jF<8`aCP zK%ZW~#?gr-Q`)~WpP*(@GCpdlL4~{e(gE~3F5*FlhldKjzP>!0%XVt_5*=29lfW1Y zJq=ADUf1Q|8a|6&7SI=|XloNV9?Xre3&7`}rdl<9eY~n~e|tbjhXCs?26IWm{1#{p z%k&y2RPp)fz;k$TH=F-Vs=1~3d}T>;21I{n;Ar@mB!qen8C7@4U|@o6rtI>!ndDg#

VV6CN(>puUOJ{p(=SnZ%|QX$LD#jt_mA`eEbCwT}fMU$iU!_+>RHIFOEsQ?*!xH<5UWl51Fs3gJY*DLa*2` z33LC}fvXUoC7Q6{63TXRj}zDpbfH3Ez61;9PfmnBKz2XRT8(xxZmq3}?u=$uoGkbB z^o$M0(%r^qWEiZak<8J-0sM!$hEV;)y6ToIL)|E{0V(&k%cC9#O&U8(gxTz5Oy^(! ztC2H!E`3Kv+y%&|7c;unD!@z%0O~>}CME^|T~#bvj+~ra%u@iuGD7CIOCe@}i^iui z;EG*s4MI6XDK5RBY-~!tW;0-Fmd+nKHyL$$XU!!+9+u4l&;RS3>sjr1h8RL{PI4Jh zvjJUg+Qz=|5=w%nARuoScM-!`n7Pk1Yoa3 zYU0THyYJLt@Nbn<@bK`ET_-v!H$K~nvd7ZNcj^g8EuRP2MbxDkg`6yI$t4aBHm-YT z0DQ00AC|$fzt!J{1a!c%gN(e++HwMiho87p@jTrEa5GZciu^_$Fgi^RFWUwF-Kcy& z7ic)y17X}V)aNjq0I^I~LAqoLeY03Pn#qOkTq7cG`P)$9#C2JyXBg+wTT=yVJaLSE8IwbWx=Z_i8yFg(_j6^d$~Yj3hHd0sDF0EB}opk(uABAcLG z-E2foh7od_0W*P2ui4zMK3Q5ZdmchyU7|%80J}9k4MqA-vd~<=7Rs~F+r!2!6EUho z8YQP98Nj3gJ!`W_;IZuBuj%B)#bKei)A6skGsU$dKiZVHY-rNu)<$iNDqp*2MICr; zo#CYt=AylU0M?kJ_9ric_=o3V0f6%{2fEp*dTYZ+jPHf61KOXFV4JCwe2#pP$g=K_ znj>44z)R*q8qTQrESr@X2E1wlth#_=O(Ps`pPYl4k=+qxhqsC?!G*0zr}|!^9BZN( zU;$frLtKiUOp6}Yb5vV>uz)iFPWn zvn-0hoz(C3jelOl!-iRKi=&P!2qH2?%LOlWzPFC)@pz5tPcU_GoafJrf0#Wd+Lw8g3qs6xQ( zRm&=PQ&t{Q#PYlWex~t>BO@bo*{q7#IXm_;d`CALHmhia7z zc@J_ydUFvN#UM>9PFt~VQE;f+dGR~OlU|F<*V;ms)4DfX7Wrz6#h`9&_K%R_sFN2V zBnCN|uMNw+xVTg^s^0-RNe+e-LnJnc1Qpf{j?&Nx=qOr>z<3Nje-V(}*~Oy$sBI}f zFr+2?aG~Y~*lhSB^kdJMW_)NoKV!lQxpIUl2JU=2qct}{nVkxL#L+~^5cWt2ISZX0 zdc7`KMysfhG)K6d?UWUQ5jo%Tbf58)gs;EwT}1Ch!(eW4aa_u{__Nw50jg}`2Yd=n zM~gBm9_Q%c1nho)2P_xr%6flq=0S~6o&yJH&uHlVM*(Jg2YwK)=X*4We(SA#Yj4Do zCh@m5sOkwE-^(*qoQ1}ZtN_$YrGQw07M9Vk5X+#7LP2A4q=|mbb!!8j1$9 zUG38nG>k&2_9c}%6#y%wVGtDW86_*Sj3;L6#;Ef3fbL3SvV7&**8bot@6RPM;kb{j z!IxQd%Sp7x0_c!u%3K7dYoJJa9H{#i7YQtWBGceGQdhCA%!Ccl89e3`;KeD?&)5P4 z#i%nT4R4l%0;Dd3Y4*~0;=(Gy8CaV~ZYsUmu5A2|d6ztNknb7Nd z07icqG;-OFr~uay+4K6$uYOm32bA~c2^>YD;4>G;p=zk8@;y!a`+ki1X6FhgxnJ{y zaNu8}IjbEBR8x*3ru$RPt%HOl^G0GG*J7>g}~G|1no*kL0U&fN|M!p`H+^IS_;LdIcXX{Ys1EcsNM4P zN$YH0vZ-&$ZO_&?(JUe`RNZvwB;B{DmvdB5e4{^-XIf$&1RD#UqjBX2B+qB8FkFR3 z{3?u2bLospXYYj`NW+f(UIHd3X}H~B1cXR!vA=R`Dg$R7FOANM9oLQTc~(MU2<8lr zRD^CqM8A@h%qboSN$e>0Oh!z*n>h|q#^$)**}bF}JJ>tyjDZ6@^6CbqXY*eH4l^!O zSHwUezNSONUxZFj?FNY`gSGT*5^b&TGo!O@)s3jcBMT!YUVtETvbViq!fxf1)K37{ zh8yLbNmUjUJJ7klEs%ngq)Gq4^Kpo0jZjzbhY+tQd_K&&;k zyE|hVI{_jC(d@tpDG$L|$3Ex}w6))~GdR@sk_fC|qmAlUSlCg7i&_)c=539&a<)1{ z6{NdUR7sQvCpP8Smynzy;XXs2r{YcY^H$-oDX;|3hEP7}Octx0isn=D@OpwvMs*45 zEy!iEEj*a_jk7RqV;6Jub&c`h3x4mqckcfmQ(qZYRkXEBv*}GqcY}n4fOL1afQr(c zN=P?Kmvnb`cY~yaq|)7>Ge{4b5T6@kl$9QW5D(_{w1SgcTd1;rG`(HPl zY?s{u9K<)72GnFSPFvrpO2?!Pr@Q=-=k81$P5h-gLE#iB@-T?H27USC`>$UaUe}uh zOyk+GYcTrI0vqP9h%FX(qJLI0Nh4PxBS&FQ4C1y*QQA@} zL#G1NudyiZ6i3<(q&)3*<;Xnhbler_YSp4Cqp~u!nSY_UE$s3+fhsr<-*445i5yl?BYtiy|8@)!;K#(uN z`?%%B?J|3B8Tdxng<>gQd{O()SE5%V5uo<^CP@k0^}-KVAI2P{o`}u3Aum9~Y7#tc z>zSl)ab`uB^7Zq`Yta_+csP<$Tsu@!K!?6ER%CKV6js>@&G+}h!Kp~O@!&e0{JZH% zCpn+(0?jKtW8l!y!fPD(%~tDuZX{8T4Iyb2=L?= zj4dt%H>PEdeZ~57^OOT%8w-y|g_4}JG94BNU*g|TinZ#Q!z5Z*0F{3*YB(JxvjHVC zc;>1ozMy0HR$X1KOL%^=+7pnt5+#5}L<%~nX2?$-w^wdwwCwB{XlPvDb%tvQGb>Zb zo^RUiZI7-?tzc`98$Rcn6=i1cfy2V+c9h#zM?e2^FsFth^JgQ#hSubfZ<|1v7dSR8 z@eQq%QDq>{v#t2(Qu$S?n8irv5DH1N%i#rnBvyD2-2c#wz}s8xic)d0{)@sE*^Qxn zr*{f$wr!qp$<^d|A#cohg39j&QVzbHkU8fhH&{#ivfeQY&@_m1HV=IPY(5l0k(%S< zfo|;K>l_DppIJ72u};#bl7Ldnr}{ZCyV6>0$PL$g^GLDDSvG*e8Zaum`ks$(?3i(NuMuCr^4xA zkRr+6?R;saYUPIaokC|>U(-^?Ir4s|(Dyd~HN|~>ba9EFL!IrfnDg|D?OI?r6pgDq zoTwqg=%5Mf@m+AUR!fjNr|)vo&eT2xM%w&8!#@H(s?_F@OdMKWM zytrtsm!Ewv!_NdUkm_U``ccvGAP>}c_}5ognyxf?f(nRydmEjadbp*I=hk~&Nmv~`7SpP!j%j%lzX~D>o(P=XOZT;%RyHRmC^jn_!Q>~J9 z4rN050z&;`qh*W1M&FGr$ZDtlEsiW%I?;495s&(#zmmHnoY+@fq-^BKXCd#+T{#+( zZu}=m(aH1K?gb`c3(x{z_KwNw~wv0Dkh!Jzz!iWj! zYfSVrS8;{G7|nb$U2uykk_a#=56<&G@cYAA>I1s9dp(U~;;Z#iOzO@vq|t zH-F$oN~J9KW)pm4juj5cSNpr9NEYwzCLJcvm&O<8^)T+ZiH)WegV<)if0lMYM&fcj z%B*(B9el4_ExL^UH<+pvGESoX!^mqHNg5|4uOTCG%HPrwx`p6?Gu0b4L?QMBvBb^g zKCTpAB9CB@;lQ@gs^qVr+y$$pojw2Mbz8Q224sE{0A|G)sMg?t)5RzVj1ontTvO7& z3@RBfkvz&_o_wXkdTCc2(iK)QcVhW63a<1$3p3+dDosEwCC<>a&b@E?l zJWuMTn|4!cW=9;?!*h8e%=`D99rjrT)bYn~_XW|4|9MSR0YaU9RMu9OFX!QC1r$ zb6JA&9}4;ps=6$jVDOm(Lg-qf0xg?FVoFx$VVmH)#E263;x+P66p;!A^B!nCN>uHx z!`gv;o&T6gVHA4j1dB>aB4m+{e0%YMSrCCoEs|Vlm`9x@H40uV6ZJ_JD(9BKys}$TFk0r?V-Xcj zZ>jYyC78rRdE)Pr7d3QMomyUtgn5z7Lz*#C5&34dt& z(m$A!Gp34nx2*JfvAGXVmeQOAfYkzKREUj_y7fN1TY&sPoQsi zZkAv~^CyLb=c@=?^EGDr{!(?f)U@y~qyns>F02)T0?b?$6^U??y>G5`k_FFIrrTu@ z806MRL}X@6Sk&^Qg;O8+1B+BO{N&*t?+3!U6dHoiA2QBC{1*uXJyM2CEBrb(JJLJj5s%l$$lEV z`GOfbd$LA}g~Iapw*xA=b~UV}fcaOE;9lsP0Av(8ZBe8OM(PkPH%j5;{J57Nt+C%o zctZt0WXXGq{0pXilfjeLl{qjrQ<#=wv4|+7Mqk1r&g@D86zyW-mqIUJq|544L~wd z#l%jonB9q#DxEO-n^+e5wH9uAKZDIsF<; zbm;3IB5Vu2$`-Vw?CkmWINcACBhT>AKA@V=bSD+pQ~CAhlWi~q63V21|3yy4%2j$r zs5;BIs47$%@QQqw+9-WLL_WvJ!Nf$bQgLn~iiJj^4H0eRwTiQ<+H22O2{CA`U0{yg z`}SjttK8tw>-J-b!Gd797iryJ z2XiHR^6zqX?HA77`0E-?lsE~5F8K@pZ=3viCm4!BDumrAvj*-`ZsEVLeM@1tA`zVK zhq*S$>eLVv?Pj5B3cYgPD*u+nKajatymNI>!zRJ3Oa6tcaq$Ph)HIRo_hTS!-Fso18r59saYP^GlRPLf#{cOBz~K z(Xj6L2FNOxE^oYM_(hjWcCD8tJLYG=jm?3c%D}v z@?NyT`Ci?OT8+!{ibX-;N|huca0OL#%kl}op5YmmP$9>_r_n>+e$+Cm8RB~AjSM2( zK=!`<`pmOB&L#Ar?#g7Lyq8s`STGl8DhPvk&7DQuf7`_}Z=$;#%tSavqLa;FLI|}- zpJeazcB+ngZ4G#D8t?O{0S@$pf4l_nB{OL6bp zl){PNt~X!xyySVl-jx~Fwc{Z}$O~jCs&-E=#9~{w1Rxz()7EYxq^ZqXXt1-xxx>L% z7H3l~9Udp*Zf4&;ptRfWYZ^}^C>b3zI?NpOBAfpL=NEwgz5p{d%RC-k$m@*pC^+S< zYRU90`$F$yl;5<0`bxT}*2;(TsY8Q-(m5r=qTuGgU92*Yx*1h=40kcL54S%6-2RRl zY0Y1dVFSUJBZ+hREmwWV!@l>|6lT(2j(;am2lytst!{8n@GN+CFAl4ZT_NwVyZh<% zZQS3Vn67p3=+_^q8SYfRF0%Y#%CKS4%KV3QV<=xl4#U>|Kc_U^^XFgh?(eU|>uKkH z(G;_=@(JpcNwch*+$}J`laqh5^TE27HjHJ0=tzAqYQ$u36Enc68~;3LF7;sPcR+E4DI}7V`j6q@ zC5Elr7=EGnHXV`ce`4^F7p9Cg|H4TAlM$#dni(C2FQ5n~323h1RcLn)DtnyS?!@YX zy1PD%LI3~BF8mYjBN5GTST;B|mcO7*G;Lz|Ml}eZ z;@FRHIN78BKDP8a|7n}3H)X$Ev(7sI05?WooE^I ztd};!h-@XD^2%s%AALIkA!z~9+Dr#fvwn`HNqwGqF6!8Q1my#|-m=$q@>T<5 z(L;z*0T=b!DfGey<_V~J5$1?i`?SHt#1sl#Dl$)PnwZ+N++CnwZ!H_`?u^fhNeGG%HGTb(K>DMjC8$E8 zuK&?Q6PehR0%x^$zl4Fkg(R<_;0O49CcqQ9|29`zHT?V1{d^>--hDz@r&Ow{s=5GfPn@%KdX;oVflo)Y3W2_t z$3H>-m_&x>AEJ(rhYNWk|ACOJr)r7{GY8*itYzZ}NBT_>sB^OZDcjrVtNxGfJ)wxk3M7I;6qe;Gf?4r>u{G+6&ZjFjt+FB|&JTg`>y}8z>5SRQ-*F&IIG;-|4rtQl= zJKO$RLd6$FPa8q8Y{gE$d8=~+H#Ck=Qw6I)~FQl#I;1=aJ#_jBd?Xo0RFpjIe z@-RooxvFlJaRjK3t~7V04FO!+GxzNF8Xw&;4|UsupCs*xUTKV5=Fgkl zn$?2Iv2PUq?dM|A|JkV3fUt3Bem<$vaS@=8rempc*w|;kH1JP`ENB40Drj`~q5o?Z z(5=Rwou3a43=DA4g&49KG)CoeRKnuSHz^~?;}iKM7BO}R&Y>97ixl{XewEjB!6*?`#Ca^IM2|j`rw1^=1oQtCKcG*dfk1=$;oG$6P@fId=zeJ(qo9-^~ZM$Mb+SLoTYYTkwaQYS0&@1Insa$_j&5 z@cin?^`xt}k9WJA;$yMWsrF1~MSvC(>vTtWY5h}_z5OcNmv0p_M0v?!fNZ+m(?gHX zSST0c0k!2q(Bk;@n>XZ#%Ponv?boJdp`}dY?;B--EshIfJ_VnzOtI*at$t32A7=GF zFoa%E_x2?z?Wa1hW4@li!eoHio7G#Z6@}x?8y0WB-{=wo(|aueC|8vD#V^ ztupPec1zwvL+{QF8r%;tS4&vO>@VHk5I^w=oNytkqV@T?xd#5DjmYinz!*!2&tDFR zDsU}z;3xvTEoePa?FW7FA(YNryM`~evubnWp!p>ctdH(I6#)`&cQ{u!Hx49Mqiq;> ztvQ3Y#Jl}LE*cUpeH8s@&@y&k%L|$D$pjODT2srV+!uAnE83gd@#+Udt`fIEs2}7x z{{){GWADsWP;68NODx9I_Z?mi)w#{OP*@(OL5CHNWo;a zI8;gb2EA;{V~CG8$OVe!B7*|!u{56mpDHn|z1r8|1$t9W#x`@6fdR1M4rK1kMx*!w zNxG}XswJk*+qDjO_FBg0KuT5XFr=Lz0yE_Q98Qw&DRv{%5&;P77py8KfyP320jcEh z{rmTg-wBGfT;1h|@`}~s$ld>Kw!q%~ijJ`kN&`bf45up1bUH!7r3pI_O`1v&h!kS8 z;`~D?$fFu8`u)uEhigi8tGX#U zLyXTQf`>au>uv{U|6s%TzN8mTkPbJX*`fCp#AdLvi*4OB(90>$MHtrpd=9b#o=Hf6;PXtTe8pN@tKkYtL) zGHT4pr96T9(lEv-L1DQ4S`7AM%gb%zeB&2}xmwW1f3gS=1Y2El2^?^%2nMvU@0*w` zmw_t6UOjUwno}!Xs$&iAu`6UA84lvxmnNV2yYg9F9$vfuYhGS`f-ydCl!0xn73|tr zX!5xxEv?=VOd%E&gy-%(hAa9-vPwxxljzx3Zc4dk)7alKuInYiy3e-p|mCseT;fkc2+nXE|_aCHs; zm8XK2E>Jmq3OdbEL|dByN@bn~3_=c{g#Vbtb4OEnV>2=+I?xFQBMhlw)~Wz*roBI= zk*uIRrUa640u%p`s6gmcqdK_n#?EN1Q^$t}^M1AKD~xQH(d)P@*BswVxs@jqvMtv- zlN{=-Hfb|gppa9$zR0S`RoRm^qxJFcP2wcjG;H3k_=Mdmosa&PRK$%tqx&-(Q?%mu zER#j(LLMyyXctze*wzcaW&uyhG^oxIk&sW&2wZlE#B^$2o^=RPil>x^w4sGBpN{S4ql&{dy5a+W#;}r zNyk==1NIi2t@{w_z;Vui^yrgUyhKyV=^rd(2hpMWo{$-$o{Z{7^=WW< zBz)!V15zHNdfp}z-9W(<)-kL08C+kjk_DU6;|Wu_*x&h)w_N;FM@@GrGpXwV8z=qD z{EM2`cxCMM@Y0uBtL@M?h6T|DEfg(jCg{M4LTg4~Ch?bEIXr%#IQs!t(4 zQgW-w1oIG z%=TA~4I-!M9XgeAe+a0&RD}?t;BSGCIpzGlTB!K#WY7iHb5Y=~C>48B(^|_23u+N|@b?I1V)Lv;N?24dH~AT`xaLQhA@1|k3J}0yqS$3!WH~~HRx4K|TGWD= zp$BVw-7I^JYEPL&qGeP*sRiT0w_n{a_xgB_C=2hp(b!KuA-Bt@{!#{RA|&51Ki*jb zy-3dtk0bsEtX0tXaGMO{Ewp*?MoJIYOs}WBUz;2>^3y?lEvHDYxm@4Nwe1#9+f1cBGw z5%2m`r`THTGHs*g=-8mi>I&^>ZGFtp8F<^noNkK&*F56k)J|1e0+&_p9@LjR&ka@U zHlhd+?J(1M_EdPCiei~+j<`y7N$v~ufBrzoMlc!ToD$%ePnS!6SMN`bH}8%$d9i@Ry8qAF@@mfP%~8-9wBpC*MZEtCis7zG4` zWU?r{L_LoAFW#Z?p%vmwFYbny#gPx&9*;(6yvuHuBn3rccoa&tM ziGyhs61FiZ#8`q-tP2Qgi4SS$qVEh=nB_?F^h7I@3ke_;AvidL=hIHnztc0)#s`AX zOrFd&*5K8i5*df-w6(b@Wov7@rL52bcbj@Gwlj8v^xjw@cER(U3b%jAUEcd64+GepJC z-)>)J8QH}s25&Mi{EYtE{tC-4Rv1>;*?t6@Ui8CJOJL7??}yuaMeC_CGe*0};H+sm z;4w~ROiqkfk)03*iM^rtd(%YYeYyuYy{K*~zB)ZtgGSvvlyCay_6FFVVjxsI{u6)+ z6U7}tu|geVfkSRl3%ZMF1{*eDZ^!{}ktwjz_$^5L{7xzSRutpS#18b&1=9rGV%FBy zE)uz~JfrgYwD1T}zTd|u%GmW;x+JGiV@09;%omiUGU_6g|M9oW>!UQL=lzx+>gdS= zW00DhD^6PGchBqA zJdWFBfN4H!wI`S)BjJNsC-svQ80ro}8=gJIRis`76CoiWXqE_~)n;)^3|3G@6#zJ1 zIVfn3?Jb?f{<*Cv-|C_79P*|LCE@kt_s8OmLxqb8kUIJ93yhS3bYbr?{KayI_gZTv z=$>&MBYuawkI5EFt8;7D94_072F@v;F_kLrmpf)k z7aAY_uB4n*BQ88k{>ZGRKsffnW%2RO36*01aR=o~!cLh=_v~Mu1}q$tGEwp^swa5& z&lge9dX0i{1eKkTUsOPHUjJ)oaBv^vY3+sRj{_0-ld$g1$6~7OjSWfl^gL3GwjGjO zm;}$dWUIm~QC9BwBhM|ix`k2!*84SH;UJmarBhvb9l2TA`dP=Q_J13CWgQ$Hyv+cuUZcnw`*?Amk9_gvSg4>;aT9MxE@2hK%H%;MZQ!4+izj zqE^;scw(GpjRS!8_$HwANx3CF@cF7UC5jQ+K;an)QcEO&m87lx zI_S`!a@Ay*v`tW9;o5mtD(qk}x-L}JkCui%cA;p-EV$u8#A6PYTx&*B#v%&=E?`Cc zxa||3ShKp6Dt4Ej-%l8P1Tj@Ss8lBfxQ;w|HH6$xQ6O!FM-+lG<2@G8;x>Q4meQ_g zdiC=5Pa7zckF5vO)A+e+^joF5q(||`N4+1bI2S|tsg-84s1eN8)+`MsQ3G=u=>q1) z&{-9u=*)QHU^^wkRD=cJg~Ym~;xMofHbZ6Vt zAR5m1mNNEWqe~;3_w`FF9uF&9xj@TSD#kGgJGOgvRubDDmehc#-ya)cMwbZUHiO6s zkh+ti6!5$B!Agkr#wJM$Rx(@b`8LRi!T!Og$uA;X|Vg1fX-w5 zT=!{Mih?vS@?C&=DemaHD3j@QA^Ufk*DQb=ulN-wY|W3h0iE)%)J)qh!L9E2%8Lkh zq@>VLCA<@H0G|A$dg`Q42=^Vs&vU1Eu9egzl#1mJkGEmcuSkOLp*j*HnvK?CvowJr z-$}Zk*ciVxH^eF%}%I5O4;atGc!Hr6@^RN0_$KU0sFVFAe+LR;<1W zdvVI#?PP1vDh1J?`s33THH1{vkW8HkzNB;?m{)3rOmJ19J_=_6==C7DXZR8%`_X6d z-&Pu0v(e`}QF&zB{c6|j@bV-Ua_3$ZQ9R$O+P;UWBAoT4ElX~RsICq|mdrN&QGAf5 z$82#mh%Vr9kP68z`+N4`I3rNi=X0jf;cUD>X)uiq@~a6lDdJv%C=>06qN&>W#SBpe zWArjv${XpNg;uF^)%}K)s&d8});jX_a))0$7t#JRYaSd(>_!{$XZ@aqQ&-tkfVN~3&O3{8ns)0B!11@&-z2&3CKqb-hLO;!GM;LBui}x zEi3cHDDq!^5*FqZe(G>Lunmb4He@0;GNW(pp1VY7JN{(fFlB5&8Z0vNyKDxMg{#z!DM~PJNAQ_v9zzAT zRmm_>qn+pE+dHMFOe{I3Xyw6~zEO9NtJmeF1X&S>8lo6Oa&cb(^ zmH&yBRmr`puApIX;o$!l(l+(ZqABt9aTUdD_JYMQ(N=1o*Y7+io^giHp~0I_-^zQ%V6{pGh}ZdQc`4FrvH`J_!> zC(cb-g(UfayiMel7D?Z2HZ`0e%f4d#dL}fX_>@QG<*avtem#3k_@%L5K2j_&VJ(U- zgLi?C&uQtalr@lA#OA#{xd *hDZmm^C5netdl#)Wl&Gc{Ar_;@W)qO>A(#5=N2 zaDiZDxpZ?J%l=lF$pULUoPoIe$(KV zciG2e;;vUne$|M9sQ8Yx#>)lZP4eH37$#c#w4kz7^J^d!gQ%#c?qO6k993FGfAJ2S z$^Q34KGeU7VH<{?yiBPv1pusjHG|*O-b$|Z|2K^kr32OPmu~XtMlHRFZROhFMf~3l zg+l{p8(RP}xnvj-p?G+bK+KT`03$h6Cdm!U|NlQ^LRFjEqLT}Liy-9}7rDQP zt)U`sp{RTR(r)FTYX3(d6WpX2jFk0A9Lm1b&dwdk=5v7GIe8Nj(Z3@sMOj640zcfy8H~DAV`NH zSzTmqZ^|Cr$Q1K0R8D)P)>c07wE{%3O;?J*BN#S14?2AhZ(0>h$h>+#!=+jZO8S2vQ%OW@;lwZsV8w?I86I%n0GOntd+5 zx(l{zTKn}D$!U6*Kmfa_d2GPzz(6#Dd{8%kX(y~h|ANm#e~AuaDffd>?;h^XRg#4~ z>Zf1zCjJ|IMf}p5vG*WWMHoBe_F|W2?)3694-lSTetZCaAm{TfrM-zP|F0CB#t`3- zZYsFr+PcU?&;*Nn-(L~{JC1y9K3E>=&u_uBmw>&aM$Bdc>&5zT)Mw9SLGTj2WIpL~ zK}|VD=fzPqOxfIX%rPV6nEsz&dY2NqY#yOnD$_8tOhzyuZ>W z;0Z$X#KVfUO6Vmkz?ya>6fzkA(N%K@t5#sp7^`7(+;4kd{$>^as6p?>L$@$1F?~%3 z!H);uT9YR15D*Xscdtx{z`QDaM%B)jhVjf=){D(qkX~dsoiQhxU7u2HHkZF+hVlu5 ztx*T}9)G1WqG>H+AX!ZlQHyvuq}1C%OU7p#NuG@~ODXMO-})BPsMeaR6&o~hk_ms- z6%;o`npO%hgY*>`fp9eZiV46buvM()G3%6*dV=XNXKtTP*Q7{@x?!M2ibtn*H$ z$WvoJ!QFY>0cGAO_*8H;h3p|JUBoTAdTZ?aLeK48IOhRY$)O}TMetxNL^D5MpS@fQ z7$cXp7QcE54y|9Ncp(3#cnW5Gpvhf>49;Fq4LA^H&Rt z<9zsy3|9Xb2KZ7?puGtZ1))+lp8_wu;s{~X#5%M;oa_-ULpl4!N}&lQZ`zt&17|DV z+6BG(9JJo$TF(KKku$p!bLoVyj2l&k$D}TKB^bC>XI>{H*bwTLYcG z@Vj8*${9|%l<^|SE2;{Gsa5=B`zvpQsasGN5B^ul8dxvAF%sXOcgT{TTt=ppl_RW5FI^z4=^TrvIK8ZtaL?Ks(u;zqa$Sr z1z=@;@>?YaN^r-P3tv6|mN`ZA^(AT*Xl9oX@-Z%gEr*Y9V-3N_GJ-y0nHqHEGH^VX0^F;w`j2Ach;yf2Vywa7|`_5RwAhp(@#{rzFc zsa%VpQUE1OvKMl{h}uD|H=_Sw3w9WFgM%}M&aJ&6A92(*vWy&vX33MB1lo2HAg;Qi^ZDvy?;|-+@;*6TwTuv7GrHfxOD(fU{28TJQR&9e-s=Do^}|z1 z7^9k$Iop0zH_rDbDZGACc$mxTqG}P>H4Q~dlM&9l2l&Om{xB6!)}opWB_%0S@RPt^ z_%B9IT;md0{7UezbsSrO44kYjot`^iADAqhAA1c)@d)LO$3=WrzwI4fpfObZ^mNm$ zRH`M~tSA}2seEX4KtHO&c}zKlwA;B&48h?%e#hwG^MX;pXIw0bHKaHE157&0pcS|! z_AyMIWn|K2K0$*Cq8w*fasNTg0B2+=IgkToXj$_8^Pj)F7@-EX4Q5694duUmK0cqo z5#tT`>H|*n$(G}G60z^5Fkkk~?z(>~i3*`bwdlNY3w$zx&m&7O)tISFe&GMm#8?A! zjO&FxL(Y!i_l?g`_*49u-$tX+)xG0}yYNUaQqVy&*TC3h=2(yUk7^surZ;YTKU;*_ zw6@_F5BNHMn6Xb5^_W>q+9}xFzWv-m7koxO0sBY%P`72V{+D&`=x-Kc#-VnPM%>kQ zJ!JYMD(v*rN7w~nvp~RSu~%GTGgcdnJTgbb=@>=0w3f9B_(2J zV88O;`niW*i7DB}NbAUd+bSXQ8cI zFj>&9IkD_K^A+v-ee@DeX20GgkhcO^gZWpSLCS7BG>O|n16Ll0GIwh`BZ1R&RCG=c zrrl*mng8(ZEZ2)#cZ8TK8Z|8{o>F&y;WF&Gpk zN-HY<`!p0KDP&ubl%3^bp7X>uJ=9<68U`n?)^dsxh+8xw*M^>@85(zU5OIaqO)O?}{ zU2?Hkh4@03n>=M|W$AH`o*kCUQDaY}39p zJbh*4_rXKOo-AKcb2rKHVmlxZL1o5bmV=+Ol&1W<@z?&DyH^#|zm*`O8Mh$gOnL&J zN;C4Sb=;EgpUd3>nxOf%-G|FJ?n{YGa3-J)@<&kD5#RRlqCRL3;^4%#GdS zw+RzIbL~dQ*lO3WO!)dbILyioGc9OL(Hy!F3LowrN*vP{(@1HyuVX00QYz}HOGk20f6<|1D zkN;cFi~kAID3yMKOeXJr=SOsAoPYqkGE<^6I^yc~QPYTY6DP{X2Tz`GihnhzFB!}a zw9=mg!>(+K;$IsrAu0ITiGEIFYUwD251>D^2gnz?bR-H_PW_jDaux<&RD7y@ACTkmV>TzAoiZ`{ME})4c{2I zKy;)x&C(W4sQh7O-4kfz87R2&_?>TV3Nd0^<20MRt|5nSH!>fd>a$>o=*HJ^WaAJ4 zW)**81(c#?mqzpD-P5Q0qAd4Uz`dalIZ|ApM>WHw5Kf(N;1?cM3v}R?k;GsqktKb! z5Irc}*!{xZK7qP^dTrX|zzW5NREwqm-fSXsl;PY^L?X@iIT6rGj#D=wfwPGsGyX1= zv>_*V{;Sy%S&8t1h3wa-n7#UPDO}{o{!N&K`SNz7Nz>sdexb6rjYIY9S-evY3FJ2m zGuE%Q1V1o-brZO#4;O5^>??6jlG{A)F;i0?BYdt=lN<2NQ$0_1CvX1}-&ZmahIk{p zlZLapEII@XWR(4h*_S>8igU`}&)m8LD3ur$d=wFltEu9GQS*0xAE0!&%JNDLxt6Rh z26>JPm2ucgF&fqT&wIor*UWsSI#&|6ZG}gqBe-u@be3{SuVAA^T}h}Z)fyhjDxS=U zD6lcW%v|KPv+rndPQ6Z$3s}h!CYJ#Mfy`eW8GS1$+!y21_@?e|!ma0wtV!e!Zv$W_ zKSxv5P&DWc(NVQZe8$jx*6j6f{C!J|ES5Cd_gZV6w zd=<*)xDgUpD|RSub!t4o)jPTZKNQkUc)o%GIw0$z&j96 z9U`O9WS`K(<^!gTHT8w(V7l0_HTo#o{-i z@c)^<3d-9P5j34e>c)26edV25P;C*V$P$B#to*_aHGv}u92>XD;}9>MsGG<*_njos z=WLu}opsMt^t-4EaY)@;Si6rV+XhDH9_O~rQjk#vB94UEOyKh$Ia2zuQr{=gjh{#= zk(>r=qD0zLCbM&HpA=Xtu3#R&qUYi(Zks+2{*>o_bx`F!^sUZky#=gL7k$i@(N>S=yBs_x*{qQ(}xbFtIH-|*x~ zW*n}`>Q#T&r?a>et76+JJdH)av1dz%)!K6DCzCJQQnao zdDK-J_>-1twkWKGpU(EVfb#4AvH(c5_d{#`+;rU3xhAP5WPVPY(yW$OD@WEc44DYM zXJCpNfpQz?ZW9v#g@wTVI^g9O@4t{iUShl@<=cT$vUu?)AU>xH~LAk642;DNt? z|2-nfA|(Z6Q*wZVf%AKmo~a;qp#%aJk}OnQFv1!wHl|fE%zhcIfDP5{Re$&1At@@r z^~I?K>@GY4F>M9D6Q`Csiwt>U+vM1h>=BCfhC5OHYSVZ8m8~e!S^NYQKL-U?&rRn^|^K2eCwjmAL9B~u0 zi3V>BYV*RFQ!Cd}(U(q+WsC*`wV!R8)w@a&$Ab!A|DCtHt+bU_0$@^hWGBD_ zZ3NtaiueKmYV+*|D&IJ|J}UC!!G6LH!9NRdM1)2&)Mou6FCKi&n$^tvb{)$rz~Q$; zB{9O}#4X{OKLyWz^)A1`2I`3W;~6ZN>} zx`eSowa-(Lu+PR5d@(BR`R6{Ov(iAf(pUqYkrW0xK~+`%K9XTcwD6ulIU z|EQ&RH}#@bJ088p#J|QNo?2VVa_WFsiE*+Wkj!DzWA&_%(2eN6@Cet7IJ|DKGaG(6 z>rZZDZuOpVo5q8eqH;74!@PKHSk(Q5&+WuHK%v&Fg{bTUwQI7+SQqmwtAZhN z2OEOf=8_BP>*rJ$u4suYvUJP@Rc@ZWIlW2NTb{#%Mx0PhtHS~a!5YCyFF&WL9KxhBcOI1KqYcqZ&ZA6tSkUr z=(00GrJU$*|Mec3fphQ#cKIsaT|A5)=Z@r75ychQ$FfoG_4kttv07+}Wq2i4|uRUw%hciVhh|lJ&Fi-m5QGir+3b$8cQ>z4O0$;kav&rz>@7`S@(pXv<<>4Gh%X7{ z^bn8dTWV69%;Y@Za>c(V0#jWPj6p(AG{57EdMx~ad9c_JIUL8dPV{A3ifK)>_U&vP~ z705c}^i0d4=p@Z38E-~%$Gm3p7_s83&v)6mg;)id=#QMB*P&j41K1=*^zt zd6X4;Ef(ma)kzHE^zKu}BvoH4^c%iB;^mFLofI>hF4cfX$)IY5tlrd+`boqe2?jb1 z8<-!UMGJ)BqEo5Ip^CQA64vTJaVKE3EzIZ-V1O>Pp09q&O5Pm_%N`%B{(o%!bySpJ z*td;K$sjcd(lJAKC?GL(cPNb@(%nku5F*_uouYK7bazODAV^5Jg221^-uLso?{BT2 zYx$2$UBflkwXeO;^Y|R6u>0>sA0vdQ74ip*{01B`4i%j>Kg zzr%MY+<(s~TJCqX!{l{y&dntzE2Z;LGvepMe3dhmFbVPF$C6e{b~p^kie%7a29<-6 z%2dRvt_MP;NRu@bq}uEqnd!}GRgmFb5%o`=1<4OxbCpTv(*KO z9Xml>nU1{@6mjENBQLin=sHPvvD;6_rp@<6Sec%DDL2B|SdcUkqBYZwdXsa8FVd$7 z8A-R~Kw4eY0$t~mu<>lTqH^-!b93~du##q>5nFXuJcX6lH{XXRTgfMD7uaP3A zKrTazNmz{K`|%;R@)K`$%^ zQUmhGz{Xh(F-DXs$sB&a@5GAon*6~5nV~e^=CBtJ24qKZ`0!M8a4k)9o5kQC%*qTK z<6}eSfKfcIX>XzS!+rhxm)~Ft7tKzxdJYv|CDgf!{8qKAILPv!$iYnMCtm%B13}z0 zSv{cpQkVJIghCYuTJn6wLuynG#bG*e82rn?v)<4Y8a|jrI`A{F_Gn0a)Zktekf3Gn zA0gosQ3LiW`tXXch^*KpcY z9j`|wj&b*m{bJq7+u@1cfZ0$d*#%kxO#HNG0bXqav7;{b^rpVXw-KoOorV&D1Uy~3 zL_xf>d|O_>pP_H*vax!<`+fTO24NLZ%5AoIz>yDBk2}yPsaTOu*ani`NeS+S77gv{JXZ8P6qbOnG{#6rZhQI=HiIl1eci{E6_{hLcb$I zi=AEik!wilSl^mIdwA=OE@468eG~HmR9rTrmXz@-(@W7hh(agGs;9=i@E?HilK8ql7kLfLS6x8}ARZG$ofns|IeOsnKC)vG zX+?Cg?)nGp0Sg=f&eI!%|Miz;ub>w-pG{&cH)U5X==ZW?G!7-PF?HkE_NG|Gvc~ew zC9$P5_YBw^QNIzxk>1&!$U}C{7Z#Gtpp-9!6VRFA$P+a@xR9AOj0gHeAq75dxrAV8 zGPK<+QQs!dG}zeduO3}T94Mj6k79)?^w~TW6ByYOgLz`UaQj(p5x`MMv5zly`I_Y9 zz58yl9YXuwBnT)h7X%4XMKlo11UW5}_7Aa%7(qp5I`+dDb{&>~+_@y{k?$~tIYV+J z@^5LpCy$1(L^QfC#?Ne}vo`aQeY)m}v5{%vDzEsX zsE+yihYYIP((VRe2UOBMFf|T&gi~11R`x#0{7I>1KgS9B&wz^5Bmol?aAgZ?47)A> z_^Nn)d6)vF%vBx_3ygg&26_BP0<11{;fHIjUo`SU_m%cRNB0-8bLV+U=$MiremCUF zS_hB#Dll=#K~6i41IN4s?49tpt3gE25SYfe?u$f|H|VC&D9MJmpb>wcP+DZD;6%dL zBM}{J>!V?Qb`9U{-aQ$?!=ce|${dK{`@%(3H#~;!&`drMcr*knJBYMWd zGkeL)FzoH`q0sE_npK>bdd5XD=}F6f?KLmgCLW(G+`RN^1#`E9_S-Pkm%-xpWqRBWYXjmXp1?T#r4tLY_y9m#EPV!9A{Q~8XNg26awIR zZX~fYjuCSSga7TnGtlfB|Q zTiOWA6~2p)!AbDD$^S5r1D9qi&FxC9w?*w!vR%RRt9LMe)z+}Sq9;Yyixh6EzJ6Ez ze)ao&{nfQL{CEPis&#~JQs9=o#}%OcsUtB$_zom&R%T;aJ*A%F)Z&_vH`j-4NEfMa zggDoG$tiBSg*valYpDSi5G*}zq}YhF&x-z#cz~5&o`_3O0?m>BS~dEOB>^q(M;oi} z6^vF3<2oeoO&E8uUx4%W&|6=~tmVi@1}qfP57!be9~m+>?YdMMx+r9pFqsfQbtOb% zVo8y6Q1=dw84wlS9Y&cr`xJ%4AoRym~m3(L-w1^;5~T%1$XWxBM= zzAKt}m6ekF5h~jC3M+3=;5C}KdD^V%OU;XnFt={iYEANfm+gik5 zrD7eT!oe6KtOr-j+ZhDWyYtmW$SZE*1*WfM3(Hdo8)&!@-lAjK)*%^df9IH~hagRPURw>YeaxO!ty+Em+z&4laa zh^z|C`%P$Qd9S{^wQN7Fx2rhj1+{r>6)JNkR=nw`l!o%x9MZz?!ve@&9Oq8w>K{Tg zcEP-4Qh$cNy^RyJ@YVilCL>k*l8Au)0eBi_sGQT=?w7!Xk-k?)qvh}Iq^j{Teuh!{yM zdw;;KYF06XJ&v+VC7j&Kqb1`mX)er%hy%V^41}0V1+Pc6uX@4gNwWmy80SYv!03k* zYIh^I+24Bzwlo)h+5g%OV3k1_K?43|zol#82XI0B2CGMucBwuC+4i?@YXo@SW=Dej zKr#D!q4q1J_wLU+zH|0#%Fe*xhq&>v)ZH7vMcCU zmQzQks0l+2QKyzCsZk?c1jxX9S?~^47WOCyGR@6{$CT07@3aIEly!tjdci?K_q

GIq`S#aZ9#QVgzd$3=#$3te0PS;TJd`HF%UxO z`4F#QndFgL=fmd@OsdF{%K%%ca>965MOh8<&2Svc4D7}Ig<8TB zw3xV?+E`z}+2)I9r~-2&&bf3Uj#VO8hXwM5sllERi=p?&78lgi7jFme5QvFN~Ejb zA!pv^6;t_`YK_O8OP|SoNk!%rwYXG;XAh1y7^?6BQnuzPUmi&@I=5koh)@hkw+KzY zjEJ63AbW;MNvvJe11Js$!kkY$9-$;)B<@PpflC92g2G$+ku~uZYhLx}=+BMpcqkf%bP$$O(^mia&Ql1 z6T|AsTQn}pgo!ZGP>^sDLNd%F-NvdU@4ufd`WLojMwMcibVXPM*T1m_IDSp2Cr^MX*phvxDtdHTP+bDvMaXktIreK zyp4TKdMhuL6N6I^rX?|L-ONy*HdGA>SlP#PS#w;W|B$)B?#O_}OeQyx z&|O^CtId&5Q{X0K*b5PT%KX}#!#7hsAiJLGkty)r1?qu0ex`;Hwwwc*@~{6d(U+=e9IVF>vNhQtu8&2t8{M=AD3@wxSKVRYzCprKeV5-cB`Ep}1mSnv` zWil3lkX!yEaXlpz4-$me^Zzf^CoSD>-|+`*i3{p+zC=pFq91QF%Z5Y>hu3`nzr-!L zLp&&GYH3^zz-Z_AlU~;03c%)%2Rm zq(CVReSCdDYf6czMds3tPp1776insC|GDuNW}v|$pDzCCGn4y{=e>}x02dqbcv#Jm7GwuAf#)A_^oTtBie;I?-O{kPuygTYg>L&4_*-^Rd{$wxug!s*;E zubS(4c@CzEVgRdsEy2@~EAzqYs&way2!#T*L!!Px!G?9w_8Qmr1MRh`N0j5_mGB{i zY&k`jKpxB!e)FoSOgN5qH6FoG=RKGy(mb8{MYl57?19jiDum56^G;Kww-jX349ZyN z{ry}t6SCCmnlhTzApTcr!xw=v-uxfY+>QqIp!bxtvIT1^XG#R?3P9dD`?~uikOZJc zAPw}}iB3!4^+WsW?cbAMlW!hkx@`2r7e31eyM^5!bdf7fBMRgutz;r@@0-|V+Sj4& zmS|qpxgjLvy-|j<1_5m!U=Gb<_ ze-Bh^7UDR%M2u%vg6`rJfb@rz0C$ZbN7)t>&zuH#1Iz{j93q+bP7blVf7QIzj^o)V zTA$S=nlz;C8L3JkNcfTb$-R{yARVQKKYxAkPah&QJ%)WGTo0V#u^Q8?wooA#^Fshw zF=jA{jpT#QWHC`7QeyRYkFDGJn`{p)LJJHpEdZ<1-lL)f)BsT`0PNl*z&dxpnJ+1` z1g04-2?%=)3GkC)>AAlT^vPyN(eI-KvrND%Nf!9@i`v`8S&dpeULK8CMg;WHLdhu= zulZ^6-#o$g-XnK6i3nh#3&<=Q@21sv0ps8#&vLvk56(uxm)m%kfsSwEHK*VuwS3CR@JDD20ey!lOO5Ghh->;(KWT-%b z&$w-z!eJmQ&)Z4j$R`71g*4cWp$5JRM8(K`Y8(_D!iY}Igxu3CQoWJS@ebnD<~n!+ z>9%;4*8J{ZqGu|FcJ*XcB30nuO6#?ou=KeqLHh&%;fbISFi96o+m_!hQ%d1(i6{$;T}ASGqG=PH8&Npc+z^TB(^Cl|y-MD#REb2Q}SHXxDPhlYBOkyH^4Fe?mpt7SSEHSZ)M zme;rqT<|)`P~C4gWE4NG%;v08zy)KAK3JCZ3%{21(BVRl_pieNpdd3xMq|WnT9Y!h zzc#C60)KQw*gGYz90L)+Wqur6WPRT2}MY3A>+{j&KCb0j9O45&Jotv z(#1`C(mxm+Xa(;sB5nh7iEwDe{0~3ZqS9^;LqomeTWtqkAXtz$o3*bQCE#&ig1e;L z_fOp6dT<}Z7Ui6GJH+0#sDfPwc#dP_A}NJ_cVYXQC?Q&TCTLR6i2~(d0TvhBr(pP? zz*VhHhne@wvsyNE@JZItAS!|PCQ?>|I`(CdYXu{AS#B=DfDe089}uYE^~i%k)IPHRYg_r{suO}pv&~7K8lk8MQ^8%UX!MJG4e%B=$1xIaiI^|A2RKHsF3f1Rp8h^1(06)#?J}~jM1S0-)@JauK9ORQL7?^RoI9VSpwjh z87watgW*#iJs$J?m*pCkErdP@w&d8}0+QcJl zp;z{K4daub%sf3;B3vUEG4SEcw>Yh`Kf4|c|Gp>X7~-N*XuFXx73yyi!u67*~N8-4+QD93~KNW_~S>e$)hv|mvk#Uj4Jg~2M`Su0?y5qsn~@ zCXgBSV0jlbTNo%Ps-nSAYMC`V@c1L)t9%<+^;2Ll_wU7eE)X=7d$S0}1`y&Wew)Yo zAP(`)3_^8`7{wxoL-Ll-5goy%=YP@>ZlPVT2Ur{@mNdSxT<<+sel3r`bUCvp7TaPr zke~^{uGRSN{dbS=WuEgBVn@q-oU|LrrHLYD0HpI-$Tj+eLK-6jM`m3*!2j56eRhlS zLj=|^s(#U%M)PD<83(T87Q-Dl@$QkQ5Rp#g<^%{e(`t04+PuD$jR$w=j>-Ytr zxZX^^nPu9sP>p0VheZxRQF+z<-T|i9^K-L7w2uq5A11YpD~&;qp2HH06H6YRi=8-Z zYXA+`TrJp@G!sXvQ$Ai_wGZl8Pe>Gz>{pfA=5$|pImtfjQ3N##mg`r{g!PXmGhx3n zRf~qJ^-duxVQQbt(NB=OV;jSDKf=c1cQe*1$YyY)Jn+z2<-XbF8pLPd`&0h#k5}Cj zW7u*us?4Y>U$GaVwDunPhfDj>SlHh*-!x`HqwFn9`GB_1bn9|0B&-3$nvLIP&vnDTRTUF)*4vc6u=m{uYKzVEKvDQ+jnGvenA zl`NwCMUe=E35UP9JSKm8(2a5NbUCL)*#(M<7T4iQI?%+lfkkh#)gvYkPyW?C4jC3P}k{9;M}aIo@CD(oFi{RpVk{a9~O;f8W~cO4q}kn-vj z`_w*l@p)Z3dqj;6nnIf=7UQEzAk6mY{w};1Wi`6|$_0SBK+kL7s{8q^CxBhA%0t8x zRZqOh$Bx2=G>4pD*pD)v3E2aEblu?YFVtyf#%3F|@NF@O__pb#<{zCA119Qpp|LP) zd{nMi39$>TGk57*HUC^{6(@cuSFP@MnBH{yTeEp1Bl|XiElb($;PIEYQkTeKUXLg! zIdThY1FPF+wBc{fyHg39nM#!1k7bYb^TpBeI(c2s5O8~#19xn3I%PaaJ{sC}J+VDC zA4}1a-mK)$QO$=S9ztrYr+R5UJ`~TUb{U$n41qDDT-fnkK)Wuk^@nk45 z`r)@*jvNQgFe9$2`mg9CSI25tMO1TM@?}xENshSN{Y?cWdjmrDpYSO#8;Pd|!hT`W zQp#tOC(HrF$Yvx*n?Y94#S4=wWbMDUGTlJq8dqM0*ekS zRW&$uu##p6zXe@otdT%AtuI7chHrdZCKkG{y5AD6tW_is=&VCqxOsRiO~jC0-#oW4 zk0-O=P6!*jC-2hY)H|M{492rPE7~oGs>C&Z;}gccRwlLU{oMF+>o2)v@9-R#kRP2F z!>QL`#f~QaKuhl_*AHcL9#36nd!aFuPKvdrO1c*0y`S`@57M!@o;;n)HkU-;=~~tN?g!=PODbdu$IZ@ic_AODTs()>1{+Y9!8)qco2lW~G6HWte_PmOhMx2hZ zNQ;|8HLtQ4bWJ0)S6Ie3jHcKr9PR6m)b;SRg3bVfsCl8|SD0>gQG1uo2O#iI3;uH- zC#&D7{D-83J`hp`C%vv5WieTJ9A(b#M+3j?OCE2A5DJz|VJF8|7>JSZL= z`$hclcELcA>9zPnMi-ds_^UO9*|o@QBabiQO2n&R3pWX-!dURC^T)sp}XdSG4R}%{L6d|>vwCT;7874!Y|_CleAzD1}H)q7-(1^-?Cr4 zUF*cS7s7xr+SqOEH*Iu7+EqS)tN&VRbj8X&)~~f8@LC?p6ft;|+bF$CfGNSR{sXhM zcQRjzL!^JasKleEGrklP9}U6x*>t1Cynk+tX=0)6`K0*FuMO7NbpoBpc@wD<@uL;{ zKUf{>A?GnhPhT?Py(xv(@LEq@%QlUJqgQ`ct0@R-5OIzAI;5iKl+|bLz)#5}-sKONTFc=%L|~UbzWUWuo735F>>#1`-Fq)g(!=ks*GEJ0 ztKz})L8TekQ#=g_kx{OBwf4km`STncy?+9B@-JI72?l7p75X1^A1Yq7%x`bGi^)H6 zdF}VJodxSKXTYi0rbh;WubG@F;yEx+kqVAt2JrEQZ;lzp1V{YnLT~rvvwTjl_U9^t zBS^SZMMXv3j#ee~t1Y5@jJmavor_LW*Ur%av$0GbFYX1Mp!%KzMr&z;B_E57c)Kt| z)Yn6xPmm}&M%?G$#A%j-&9%*#hWVc?x9jxVdrcq}I+Y5a( zIL&7?Gf{4h+5Wj+|2p}H8rOHHIVs#;RKLWMhLpZoHF;_(wk6y4LT-2yYUDb>)8UGaPrveFiLk}5u+vlM zE?l1{@nt}oC6p?{YosGC^uW`u>_b z3_+QoAMOQ-Ae$+EdrROQP-`_I`SGEt&st|lvBk*8IX5e-{)h$f-nz1ls@vTQKujM- zCzcfJk9<+wr`?mb&$;{aV?_mX8#K)=a@~?FB0rj{rkq`g?ziQK?q{tXsc6D^lq^ef zpYkcm+la7Qab;C&f3c%OJVXt^f8$d@tAtInSJa?R-y#hYKYF{ddW7HKyXY=fWu9lU z1Ww;}vmy06U4_2+zw73)eg>2@JjZlPO!P-aQJcdO3g{>iAmQb8q5q^*J-qKqWAvZk++Zn|iFxX=SP`cPP+kJ>^t4ej&C zC`?JqP+0buUP#f<I;OPVG@G%(|6#UfQZFc`Wj6Q zr@u#oGyQ$U&pU(LQjb7!^c*f$&9VpQH;tGh*PifQKOa5JjlTRZbx0fu>Bu5Ry0Ceu z5ZhpsJAqAt`0B9rjGBCFe`M}4=1y5$))CZYBiOh zVnQI|N1tPIe6c0?jQb@ z`f>4ekYa*C6{`N+N=K*aWHsaK_Y(5j>+B~V3UsEP%;3T4%4PEgc|)<_IB9RJ|7j{o zs92SYr&r)_Kv!VMZ|agT+XMD^&kK5Q?-Qa?mXBHalnX&&15l=6o!DB-@lSAsO~0ZF zo=ngG}`>kpmOMEhLMV4*m%1itOm)wr`YCsJM|2tnsH8vf&}oern62`Z66LbF4S zc&z_m2@iVI)2*?X8cwqxxF81t;43xv-_!5i3_(z^40^5#?8ENDf|ukSG_eQXhX0Z6_0SC3kNw8)ll=(907~23wMSD{1NYoF}!&* zZ7$Vw*`$p>_M>L#Yn5Yo$Ri<|%a&)|ShhV2QLXcBXtg_6>B#MhF~;dlb&3{*HmyZ# zncxqvrM)RjP#ci{2g$DA0VNx2Q06}aJ&PB$Hs2rLsq9d73*T?=!J{Mxa`3TzU{avH z_)jqf5MZ|}&#N*iO(RM=rHtyq6z-ICHiz+<+a?orV&F%&Dx}7WaIp`#STTGdDwx&9 ziOFdaJd^Ff{>S zUJ;^@65}?b78M{jE&$O~LH3V-|77R9BPYDyu|MI^PgEwo52O-7p)jM*sR5=>J7Vir zz6`nUExhL8PC!M*6*?a)oJn+H@_tdBwbxRr;hpkNrR#KZeFaGqBcIS(usL%Ojvb%r zCi=u{ntOtCqS55#41&W3$SK9AfB#y{Y~@}Cj#FjAw$pD{aRhaFW*)XKtz&S0;#R1d zuE5u`h4I70?VCinE+1y3z}4Ihz8A`JiAgnLhZYRf?_9M&@(EO{$$nf z{nr-oc&P%6IxYbH$tlo4+xf0zTmV{va@gYAra_MALyhB$EgdGX1g(&aF?SnzHjDD) zWb#0KB|>q`sedDkXNwhSKRYDWmsGP_*}Y)U635$ZE(|`64_MOZ_9~oC+OsEO+SuXJv&3L{q%h>%?vT^cJ*a|l;{5#KhE&1hrtLCR<7r6%D-tqc_MM!*%NG zrHB-v_ho!`bK}2?5B|M!6%3^I*@GUDpCH|)fKYJpOhvECEY2dvax^_IVtq41h79cm z$4sLPUU^&Jn$b~pAEhL*7;l6-!Q1Eb);DKKT~#z zmLSFc6FF%U|;?~Vg z{t`UBA08-rfi~iQpIDkEFdXAuu9#X-7S@gC|HiMXl7Z=ipwq?U|NJe0vj)&Y4IqdP z2i5WcIx#Sq^n7pr#exIO7RMYLRMdzJbaxQ{_Y#29ZLCfl)2W{%^k8et(&%^f|J%)H zMy(7D(1|b7m6Bu9{10sVpXPl#9!mKHVtzU0+spsYpMoiw>L)}@6~FWU-~W8I6yl*$ z9JJjcVFg<%HFyq))RquMx6KJxA`~@A7;t&;0)nte>7LPi`Qx3CI6k=EI4IMcpPrg4 zrcZkY`SAmF$$K1vR}O}BN4g0`KWb184*d-dmg@D^2@>Y*P&X`;~ZrvX@*Y zjMA{m3=7}@qc3=7-94eG@Qxg}!vhg~{W#A5=n05sZ}t2CW%^Y_03 z;ynbF|0`ouI;T@F?&a3J4VJ(k4_jOQ`wreeLMb1pYxchrRmnu8h2oG&0?%0icnQA% z6}HbHt+7BUpmC!pYhQVJuv`RAeA4^$L)$=x@OTrrvxra*WmZ8aiPI79myM5)k74vg za74h9`*xB-JbeymmudW-F8+0UKko^=4bU~sYjBfV)L|Gy_Az~p`C4tc<;7e>sCNIgqp_pGwY_{sz>xcCwsHz>o%ljzkuQ2qbkcp)iTeXsd}&|92!YY z2YO0WW-=%hYEZ>1w_(FW(S)Mry{4E)SiwbDIijYiAD9a~i^sq%2Y878pRI`oV75fu z3Yyr}YXNQQvmzOMyw#!EdbaA9Z*ixMO*XGV$VP%iin?}Ns8CJ;Da-Zbg-tPZz-v3k(9R z+9j#(DGqF?oCM$v^AgB_BuP~{j^Phb-BJdioyH&*_ipzgH#PC{Q?wlAnFHs-jAH}_ z=5j7b+9z_FlClLcv8pUo469sYEL)5veDCahJ0tR+W-=4mp7+sQINrl!^2(hfGwi;E zG#0F_v%!ga^shYuT@5TnF``3}{-EuN{D-)T?5Cq%@)y?`eN~%*KQ>!CG;6=XlKMXB zdPCuZovf_xCCEqxw*!CrZ@~`}Ngf!eikU4x?UmD?J8xZ39rMC*-lo*=hs-{2FmYTs z`-WZxpo%3r4Cm(vwW9|eu0&Mc?X=FrjtHHc`UXx?LPpX$iOkmm4#r4AX>3y;&5$SG zo0)=~$*6zPL~q8N(0c`e2fQJq9hmK`#xg~aki_skBxlWza4eY<*>ZC9*_F^ocYDYk=LtnCX;{e7es*wnXrH*%Q3>1SEo!I zxgRV!r>ggVYXaNLuT3lTeYLUIKb$L`f$n~dr zJA-o?xBn#X$Kov<8W54{CPoDuM?Tpz3w0nEVgb7X%`c3gJ{O;pA?ANO*AzK=nhML_ z*x~Wa6FKIW$egs0XEQ_3%)iE`I3sT*fJ}zGNZDwBtHF3dM;ci{A&(8}Qd%G`r}5<^ z>J%SH0}ZtIpjQ01)oF@4Y@CabAAzws^eFu!42(LSkGA4n9v;2zm~xB4N*3P0GGc{_ zTZaDCWbt%)7;~V5{ssf3=HR{#dvh|xmB?c%n?`7CcW)7sOuhhXD~r~b?I#0KNf^KB z-{S>tpXVJNElTSHu+&z>C#kX-;WNj?kLKCrbV8eu1%u0vBRW>~f|lDZ#ogou9B{gS zYpaJRGCycU@suRRH_HD^+CSA{A7)<^086XFOvN`5iG2ob05M#wG)Wbf5{z{iH|C}; zerJ?q9c2q9)Ac%K>=l6up*-XpZl?hnnjk=2lu0dd%;>^D z{S{5y7^sM)ib0w0^!v&=82RoZGE;lDY^j3ko6GH&(iy`3IJLozwalVwooyhtd3qs~ zz!b{{S86e`%BxUCjBobbif|)`-@==5&2E4V2`sJf0KdX*<1O&(h*l5Vg`>3gsK-vMh;#4ZZmO1LfADEEh zT}EO;u+HR3O>yXVvaE-8f*D(_e}{`9yV0we23LYj58q2RjOlAW$Sg8=-X*=3N?}w8 z>{<$?ECjh?IM|(w$jUiPuKN*o_z((&IhrtjK__B9+;>Llza!@Ja?5E#0>I{`#!^D8nFKiOG%l&W_8oUn z>byNZE0BL7{Fu4Aks8_uu{?h4(B!o=gqX_3c z!ube?<5Qzz|4gXNCvzNL#mxrgUNLbmsLQj^#-P-Evc>veFx#}U)RYsSt8qQJ!Vz&G zw}}eOqGB&Ig}yj{-w z*C_@%ST~tRejYAi-F*tM)+y1IxF6RJPAh$#T5b`2SSaPRY7B~r*`N~K1IhlK%K2RX-{t~ zWNY)PYn<#N*bGh?ddivkjXjgnD)ep1G6z1in=Eg0ZV(a>zOP&T3H*>kEY%MqTL;!e zOg*T&3$P+@ZkO5Nikp0yDPu--$RUqRC;RpD_}XJi#(aomSnkK(NV!LcPvnVlOpm__ zc(o0Crp}Tl^Io6pfi2`4e3Y8K``vGUw~n!|4A{vOfaIHe@G6)%^Wyh(H1^Nll}B!j zj#BNrylOFC!J>aw(H>!8T{|^Pfl^taz4Gl& zUDrONGj40Z!_V+LPnE{4ES^ zQp|XCDPw_HY-n^1nNQC;+EXHr9rC}HL-N>uuO#o0JT3pSJhE%Xxf(hAqP&ncj)Jcw zsKu{~eJoNCX!vyEZKLxZ?d=|o+^bi=oLUnE31*S?%#oxR6Iy<18h9w^k9I@Du*cfj z0TqGtj52XZ)DBp?)vU01w80juL=OAJNoDy&sOpqGwa+&6x;5%PkZMs+6_}e zs`qIC7%eKZ%6Pq_v1B-&duDd9*G@qS#2AFOK%Fx;qTN(36OdWfU66glacr)_Q2Zq~ zvNuB5ZqMJb=$(X*I7_7OwJJs<$oiG5>nnWku$(KzLT6L^$Th2@QT~b_3Xskm(d(RU z>OY7Nd8qmJa&s9HM$;eqe_Q|?Sm-A_kDjk-Q`jNpTj*7Phn~N%wrf*JY%??Z*yNh-&LY`_ zlY`2GhSKHB>>2SO0f1IZl3<`svWWLvPhGXnN+2NBJlR+a@hI&BVKXP>{dJ@agnsw^ zbJQKiinDl>Dcw`DWiW<@QpuzyDY_RP$A@Dv+K1V8(_(`DOROmc*^0n-*9(QNAw0bI zy53sgdFT$$eVXm+d{I1?ht2^-JQEy z`hw%TH$v)+j7omD*497*=0cf!d1HXDF>w-Nr!_$E#o)M)T+q*Kmgl3$1((gOETLx< z4eZTl4vb(q_7YtyD9OpN+4XWl@YQ|9iTZuOxl(mr$6@OwHJ|n4+quiUIav?8m?*|w>Vf7e!?m*Ap5LbW!9F+mOJ44=E68D5$9^J1C6Bh7JEh@p5^G3uxf zW`nh{avhM%n^DFvsT{P0;rurPkx809llom)Xdt8hU75w~k@U#imqy!=xzyR2tyaM2 z$+U4LT&FZC?;Uq~1@8P7o1LN-^|R{Jm{A^a-)?>Cs;5Mp>KmOIcy4`x)Z71a`+^FBZcQKL?LYEF`&M%(4dS2j}eG4Lhca4TTsa-Qi@swy7M7}**yG9RNSe-aI zSK`Qrn#Q0 z64dvd9P7z~t^cmcVr`ibj+v%=MqSy`nkEeQE?5%u$b6Bs(9t}pj0Qo*lun>%F^nY4o9EQ5jB}` z(-wMCv0lXW&a&Cz8_kaP@LxO+RU(d8(u6cTxFpJsz6B#KRxkJa57rZ#)$tY&Gt&(2 zyE%aFoQb8(efX!@>Y{NH*_5djBRUH4VDOCCeLj7)FUI~vc(S++jwkAlLWe8d zFa&?ofRYm+YRHEwUqs8WMF=2c-$pP$d*`Wz@Zx4pqi>GnWTwEyWaz8O z3iEC3;mS7Q!a%-RPdeXZl^I^xw>?~=^4TwM^Ij-(PIAY6zz%-5Q){zKYqk>TWB6w5 zQ>81@s9b-%cTlY%*QH0`ZF;}R0cBzc_g3R|i|vh3=lbOu!PohtjVwmf6#Ve<9K<9+`FUjFvvu775H*Vb82;_(T}lB?lTbc%fZYuG<98Jh z&v2D!d{U4T8-;)sueTXrjnIt`CPc;BI#PTRc(y(XPb~K^I%Xv;jlG$MaY40&zp~of zU^A@!o-YELzMn|J*veYZdF@Bc9~U=k!A;nvOhZWo1}6WFjoufL@a^@L4pH1PeT6e1 z;G>v)xZrmQ~*bRS2IJ1srLS@4e<2U?8SWlIWK(49Xw_@+j6-1Kg_o` z5FdNZRhYz^`2IaHXL*BNKK0G_`ZI9K9;oEz-HVa$FHbpYivVPRa>;M5&|8n!U69XT zBq=`wc=FyugLu|RV@W*Z7=6wuYQ4)DzT0apzCA}<#Gj}?jM^MmRq)C&_yFOH;D*3I zMW#IPk1R{N!z3gOGOxQa-euCJ835-f_sA&00V>#x&C{;tQ z&qKg5Q$X&4R}qhCuljtIc|qUueeIjZ|6irqJgAf_UM&iW8N@K7#u0$?G8titH&oT2 zyEf#hnd+GJZu+;oanAH6dYW&=Q-v138stqE6{-YyrW8$dW-leCBT-|II&}x8Vp^Fh zsI7_+iZ3~PX)@P#ZcfkOK-+e~!fn-|IcLIqc6Wv#zszCVd$QbnfVYNWuLKv_)KfaJ3+0q<{4SGmUIJg8^j$3QZq=&+ z7xwm(Lu)(o8VhX#A;}UCUEGxc_$&Wx;IvfTvrQ>#35|GRp26l;o4&aTR z0(8YT@Y8|eG)#(FqK4Syf9;m@Akwn!yZwYql^_S26A=$JD(Y~Vct_z5M}_eaX;7YBaVrEqzdmYlJ|_0my-c&WvO01yv)yuZs}Y{L5d0z) zGC=UNWU)${bd5q#PLU8Mb9dv|3>oMqolXjhhCDp>saC}`U-HA_xkWfdbbVBL`iDSl z(p*_-K$kr;OvK%?@tAAng@=z}ni?yO&7~jPD6!!hbm%PY#%@hp=d^o+l$ZR7XmdD4 zgmG%S5o|Dn+kvZ|mZ(cPi8U#i(Zg=#rlC;-oI*gKFoCrS*iefm^5m3QZb2cjkJSZJ z@E2t${=BDHn78lSY9>tlSQMoGYL28zj>)o|b3aG=nJx*M2(}GPtJZZer2A3NlVc}y zn6U@FtQ2YGdeMHj_g2C}pElEO@S5YZoE9bwxCYapE-*n91K~*scg{*2O#(HNeQj+Q zM38GzWTp#=f&}|AEInG(8>wsqbg9WAVU=^nHIne197{2L8@`THvsYPU!I2HBzDDst zt+k)@be4N;R@bR)V<0;R)Z}c@Ya$wKea@_=@5{7E0e%~g>;cpJGOO#>=yZd#sez)+ z^xAu$UJTW>cjo=sPxW4k7@SpOwNPbD)%vMfvjt7x_6^(~)G9P3Ee=KuVT}wQKot!L_9qAHVIz~*T_ArWFxBH+ zFwz3di~gUs-a4wvuInCFLO_rXX_OKqq`O3HL=e^DALZZDe{oLydna*lO>;bzest)jJasQ zFQxjLCX>%OX4c8N?JRq2g#CV*YXb#yvV()DNh$nD#D8k!yT{Q2-^=EndH?0CYW$~x z#sf*ZyM}Gi2pFFfGSXvMFHPU6=MVeZEWE(q)vi+HW_DXF3NgXgGzn{*$$OWZHE|hx zeQI}AWAS1pT>MMCjCB4*XATQM_g#zaDd{^kNansM@vCbL&lqgwU1`hKhP+knjYG&p z_$|6bD%mi3u;FHMKoIbJt*_c9av0dObpARmV`c8M%-Hv*)z07T%DqpdEs1Oies_ba z|-i*5@asvn&! zJfsR(|DN|al$}XjNSv|1VysEA8@_9yGqK{~;^L6CjT%`T^YhygiCarO@@A@O`=5iS$$Lx_yWQw1667scbxdp0TtYR%U%k?& zHY~0;DF=RHa#)W0%JJqtzO%mmQtx>iihyG z^dfSXm-P$I#&=aDu1+f^pPAkaStgZUd>k1S%e7id-{w4VIhY~;e&C=Vev)U_&^>W@ zA$ppY7oc|!Ci0+laWjq7>;?(x&=kot%|^GSV(e?88Xmg+GldF~s#4zld_|#P&&dLj zqnX0M{b$;#5~`oovwqBpPF1O>^Yb}bLfO7LCOM_aS>D*2kLTk(JH%~ANF^VblMj^> zihMulAvO2u9{M&d3Vj2rJE=NhuD_&y$knUwl!!21#x_^yep&kc`Qb^@)&vV{K2+E zad*CsZ7_u=8aORL5=$EYNVU_UmKfw+!nype+j7SvAbF~1{MeqlY5^jpX2h%I98#cC zm_-UT5Hsh5_}eY3%#~3-F3_opiWc3RR{RBdON^kRE4i`Uh6Xn>tYnu*LZ`44RiI1V zP@YAue6Z4Nsn1lbt?w$#EMPQMBqbIQZc5DFl0~pVCqQ4K^`l((NeAV7ZM8vqsphE7 zfV0jE?|JJe-Ya^O4wU%m-18|pt2~VSh)SK;ixgKC zYON}8)i(*$8Fmb2bg#)gFZD@ZjRc2ng-)56(@qn( zdqApFKYe(K*}8=-XmG0pX2|b;+Kz)MuZ=5G>>4F388-yhZkP7x)?}o9o7(MTm?&-- zP71B$Ut4)#$N3F7IZ{3K3b9Lrxq*WoIm&Mw#p5{OCMve$B63K%eFRJFe?MFU8Q}|>cBm5Ge?J6#mW{Y@3hfsi zU}F3~AFhsYJM3Bi-B6CQo!F*zV1O_-Bqxh9A~p5Et&-@m5gXN8NwKdJte)_X=jmTa zV!nEfK!2JB1;PzV=|deKoTCuDWJErK!Q|899&$Hys8}%m>DCCGg7L zZn{{M?hE$@$>k^*J5I5R2yBvkpYe8>|M46EoswKHey18HhFCaJH?KsplE3#B(Yof8Vydeak zG$BoCsA91kKKB^f=z}o*l)(OH(OwB5bh^+B?JJjW8SI7$))>~zIcn2jFKpKAF$~wq zekt^s3SIhlFpXkn+`XT6xnGe&e)#rv@vGSN}gB$(2fLRdI7ahALzPV zo;6OJ_I3s{VRQR}x5l2OMaF%Z17Bw)>C;B+okJ4Ax7q(Z#wObfRib9Uui)fN{>QJ5muAb$SS^6wY8yo}&vlSf2EWH%WiN#gs$golUc@~PT- zN$`3-THX|-*J=E3kKQkDkB)SkMfZd6r(y1k+~#cgVB#`lS+7mnXmx9KFc6@_C+2_B zS&8lOTrNTu6+A%cnqVZ-#cM>9Qw^?J=en@DWrj9JL7J}NkaLU7ED zM{s!f`1PzCo10?*bpBvA_6phgMFjrPIM9IF3FG^n0kg~ng7J9 z?iz<3rRxszd*MR$67T5diwnE;VqCNPqr|Pj0L*;GGht6^#JI=C*^ie06s#XAoV?%_6^#1{ z4z?H&a2cy;ux>nlBJk%YB`}lcQUoJVA98XeF^}F;FrM?TsJBta>#T-k0X81Y2xxb@ zEPGrnR|*fNHSntd4^1T@JzbuMhi3>Inavw%h+r&JG$2nYcexn{qJB!^_T~S(uYY&# zO%7T9T*DgaRu z^YP<-<;E3%;yf@xc-o00KLVnV)H5RXjCftwAR;a+5)rMR-olayW9=@p%^rNe@|Ana z$c)^s@!mP598q(9>O=-;>g!aSc9bxZr`Anp_y>zk+BF=XCqsZhLE{@&u@dLhR~2&y z^`Y8S^@G+^nrZgQztt{Q9Y1ezuG?6(o21Q?Qduk-^E7;|OlGe@qeb?hu;ts`wW2Cy zthMOj#~eeCc>zUS7Xqg{5Y-C|S7E799?gW4Pt`7|L{VU3z?rS^>#Oz7GXxX3hZ1q< z^aO`)Xw-Ma%K>v^>7#)Zo^i8|1t;L|UZouW*5*mqGo;1&0rrNWgB0;Bwsdt67u}8% z4|E%?4(9zyO7PHe9(l;HIqo@iB$k;afW_M{ufT;~8+_;z6GwMywf&?SW69H?2Rk*w zh6v~++!-}?MLKm#hXGw^xajx-Koigbw8Q;>SiGC0A@P2ssKqUxAOM8qN=_OToEq}5 z`fXtpOi&u^-0UtpNPd6zcs%G0^#O=}f3iq|tWM?}HEzUBtnlV@)fwv1}U z$vsqB2w|*~Rc=Cg9{-o=x8-6WHj@P{LBtCxJclTceb8xthLT%4@lA2a@-ehUAc_d= zPx@XEIasyN)#9hHJngkj7rC46!_Bd6Nm?==UyLy~AY(K*vf;a+gT;O@GAQ?1=zQ8B zY^_u25-ZF@UZXpj3c1r;SZjcPg#hjo|AO;c=(WF##qHlC%khwOqN2yuA?Ct-AWYw zfogjl;q);aWX6Lvd?D;y1q9)(Ra@@T@h^kVR9zCkJaiGVMTiI09Zq`8-7J0lh zFt>qfrm>Lo5ycDs$LOf~z|JGByrSZRI_sxV=0-dWSm-HG`ymCm5Tne_`;Ko@l@Ax2 z>LjK+sPY|<6Z+L5Gz|;I$&Ii68wi~Qww-;`lMKkXNWpF^w~-?e_mgia^IlE4Dl-1? z>n0kFXR;(ns^tf(9tcOc&E{2+s- zxtbdyw!Z*x*S8Tfn?*Gku$<&n$633X?%&oR84kNo|4*b#PsQT$Y~hskImt=Q`^ao{ zn_+6FzcAlBlX=Y|69grORYbHd&?uwipFH0w%l-Fgx{~ zmIK|MDOP9sric3*-vhE~R8M0BJ!bTac{_g2Lt>Bw!*@{BTm3)_mGxGCDrm=l9Jvt3rB zx7R-CSmz972A%BDdhx-QWpgv{xp^%L^WiyX>POY;E^AOv%E_R`sbwFn=Z!BI9YIVw z5`U!s6mt;*veDuYp!@;>No(y`jw0p}@K!QT%W8W59A4~*&EicwE+5<_Tun=!kKX-C zy>lE*BZo@xI}F?Ucnz}Z(zTT#LJOlF(L}v=FK?#F9^TsGp5R2f4n=*U6FVzjk$L}= z8}_m_K}V|rjWVmBN45La3Igm-Kg2^tqri~@MuN6Iq|j7a_kh}5z*dXgcd-+FKYNQQ zfx1OE8|=lR;LFw;siK3;K<9*Tlv~{NSURRp=O6IpA-o2tyr+j3%NKA=fBfjS6mu*Po z6KidZ)3wj18|Tn{!G_%pCOejf{~Gm4y!E!-*zC?ocORGAlI+GiD;GrS-}{H7a{dJB zc^~*>W+lBU@XW=7QYkB9&-RYZx1dcE3W962#Uv#?l@Tq14d+Serf;uMI&An8s5Ape!_fb z%=4^%&5T}!U;TXl{g=~*NPPFI1pjjqIcVy5lp3Q>w*106$KRYL z*cxTQE5#u`R9tGd1@wS*l55X%xcb|n;?owwC8gZH*gVmAy%D4}6Z1L2bl!M+^?Vt( zFZ2=tUz-EN3iSf&b(Vq_NjYRMruKT>cDU60KTo>60n48y{AdVUsl)%-SvnmY z(JInQ4G5J8h1TCi-}tmF0pAmX`%wM>ECbB|cQx`IJ=$H1fnd(B;HjM!VzS!rL;KFW zcX=tngg8Q@&u>jmZ%%)12W&4rTr>aBD^q+}xUC^`kP7bBf8KO|Ni}=AhEH@d?Ogw3 z_?ZgF>+1NKIe*Vrx)p{33zy3r4%a+C+OJpoUT#=;T&F91o2dH!00}70oIKDTTaSl~ z)o&29?`?anZBH&vjpkrId1&I1j{jo0Ai5WCJz;br^wEpm(ZYt)LFHkJ=#b$?U)T(COkJ{ml9m9hV-FYKSI7yV{QO}o6{pVwLQXbI?>wrX z9&yxLRU$%KscU-|VB+FBo$VxNFP+`GpKOSayPFauWCG)m*zMJLi zz56wgX**>l>kfR~Ooakh_A&w=dH{ki_hcLDS8lkgzOrQ%8*b;Kc>79wLUd$Wt2JJ` zia~~CeorGV!Wz!WNIi?!Q;}>fJTz7&NxjzbsDDHa40$$L9B17JqKoD`1vNbabwwz~ zF zEUAPQ1E&%$BA$vU_|;GZ5suo?>GwmL=-`SsGqyTO@W3SsiybuCm3UuQbR*sU{2i1+ zAq{yTi9@=_;}dadC_H*B*n0T?Iqzi7K=c_IL`l)s+fT;Oo)k@er1o{T{(0h)Oslv= zGP*BQJ7mjD)8djubC$fk%Uwl^?3^?FMZ>>`2i1#zW{M@&cofV@E3; zXJ(&Ch}!ir26!3uno~gIQhjn$;;UJhuvXn%?ephhF*)lLA9>OC9TF^Wy9U`c+T`NQ zA|*`-qsj93Y1SsYT?g)KLl3Gq6l&%)x(6)DDu(LYtm9;_3}apk2lB*2SMTec_u&R4ryZ76^Vw#?U=&&k>2o~fJ zQocCMR~6Fn%XBj>w;RkbYxXhVy}J#__7I>sENIY84^Kx7>ueCGjAs#y=YKS5b3mV; zwb=UU!0^UYSx^ge-muo1ixk4v<1nc|2k(~H-Dt%lw|QJCxD5%>tUhblk#Zm|#oVGB z&HLUg^ZpU-?m+Y;D1Kr_5E5@&`#)NkRag)lbhT>qr}5a+{LrZ@M_cYMVv>P=>xYcD z58;i!ajn=_`(khLGPCfOFrRyg9p&tt%vsbxfVc&Lq zOUL!AGu_vJj+P3@o)1LzVjMULH1~FoOD(R7P5~4}9teUf7*2%;>UtVq&rAfA) zaZr+>?InrUJXehq&YE+^$srEC3!68Rhw8A{Fo+LOzGYq_w5Yrsbir@}7Oqjra6vGI{;C2($2fAsdDa z?+sPR>@)MxQATm8>7hF_sF=s-QPHJhqmR8SdXQD(8`s>l=uJ>EZqG(56rI#odo;_ z-S=8)oT4WXy<*-!@?r)S@&l!@0Wq8!A<}NJt6??RD{^aneFW%_>;%!KjVx2LKgK30 zLMP=N0s2FE;^AbcKs$T8)x@)HxU}fYj8VLq%auH4-YaAsz#_#n%43!L+dz%-7N)M^ z?Ht6CQvGo2MVg9!EC7#2XZSYfDOk_#? zPea~|8%turz|a<5qVw5TQWx0;bxRyz;f=Cm8h4HrMmy= z-9ZbVPD4N#>vo}k^(y1A`9=;&gzsYB-q9IOh#$Cmu<>rC*ylMN%z9clbQ7A4;Hm4Z z^i#eQp-9DiF5p^OQiuHNb%~2!pl^aPvP=p$%OC^3{Wz&t<@AZe<&l2hR;KJnj`%*%rvxl@pl?$OOWhJUhs6Z+@RA5(zh z7Z0Oh_2{`Ba0H#Ke-C4a(8KkFJvr=@R=w$D`uoliyf9&Hv>&=nNx-W1P$TpY;Jl>p z5|l26e%AgCJm#?p;Mg#jWW_q|ZhK2S-i!VD^L{y@K1Bmod%{}zt`rgYZfT%hEeF=# z7E=t&rwz)bqJp(3UYrhSlGELpYPsh)_Hh28RrPW{o)%yy)(ByA(6m>Dje`;Q|L%k= z5a&~9=T!p;DdiG4+Bq1FwZMSaU;>K|XqOpr#=ioIX7Znt6UQ4M2b*Gt^4<*e`!OFU zy3mW3=Dz;>KamQ8oi^GOo43=O))ojg;bB7{kJ3YP2e#s$B}#i6O@`ChEvDb_9yXqk zBoqV44tfimp~iq3#KA-^1#%1loR>lQR(@k?yeAvE7Z`%OMu(Y&#{din_Rd=0!5)#} zhrSw$i<}(#U@D*bp=GT zR_*m}p$F12NK}>nn=yk|Hc@A9^7hi}b8+2!@rb6Y&E$NuafmC)T6gF;OZw5O_}hsi zz?Im0wo)$w8dGDB9&1)h`vg$YKp5cwsWc0iUhB=ZIPR%|yehDwYb`fkS8C2SXk`PO z2yS^XF)?2O*=c0-EoA+t#Vz-)q;GKC61Y8%+K^xpvfG3OKy+;k3=kM@2DL@<=VC<| zHN<%Gf6{qE@hz7pr>KbGZlTR_KR*^U=)S`~kYp>!B>w&=K*$uSz@R5=$QcW=oE2YH-U7 zKZ4Si(msVA=(=pgVrS@lS#TVpu@5>?fg>|}MT=lKtjzP6c|naE0dun(tzKv4QN&|f zguhu+&`GB$#kWlm7*C(rGaSmM@^UcH;L0rn1jPIt^tJW`R2W{@Q7Gsl|2$*Z@M}EP z#=?BgW0%7wK}cyd2RYBzq zXrEycz%go7j@WVA_@ZteXS;&PWJk}(#4d&mTe(i#G)zJg+f>Z0o&Ad8NqJ1i+ZBW^ z*f@W(b@S+fv%&sM1#Pa}T%zJwRix2n`ohI|DBmw6@mJ<<{E(Q*vZLK-%MB8DROpv#ktM(Bv;;w7o-5JdOwxl0(ty|g96=erYCgU~|WJ=={) z@{fQkDgv<0rm>#$IWfQlr(h<>pu6OR3t}~`?_nr7>jD;T0UZ>GBCYUVl?g7aYy2Em z^BMtkt;{G?oi3{!d(VhD6+}e5bmKbWCje1$i)H_hS$Dj(3w49_97|vi(*XaB-u3Zz znbEY`kO)^l%~y>ES6PG@cq2&mF4;S_#M|FPYTJZfR=WnC$^rSrM#pIm&3N`X` zSI70e(#arhI#V720R}}-2DOvW+N=e*0DWsy;8nBO{uT>C2e!w9*7#re<1pP1_V)t_ zk%x@IUMAs<*ApQ3`1SrIeFr!^P~R3z1H1HIwc?FGw{I(N(0QNa0@Nxn$)&vI6zB1q zxjr6;B%=z9iqzEPH}y#$K8epwu5Ah@U3;Hmz8|puli)FP?bviVi}&-gx6O&|>Nv?= z2_LkczWzlvgy3P=TggRvovn6PxX`^Rm-GkBBQaP6>~vubkF!gmwKq&K1E5u-y(Q|o z_zD@n+aYqXRa>{+?aH7^Tz;inh?GI$0v8`#?r36VBJBn;Wg=&?(YSF1skGCk4A!Lr zSNxy$E0-PCoH8nb^@-9Bvp>F6KGezGa+tH0Npx;S&I9wCJ^lPq|G+J!e(*vWXvaYpI$@pl^oVUNbwdds#@quPz4IhqIcSucjr zZA2W9)CR^^p>mNnC~#dc%*D1za_Z8^^WA|#8*v+>{xDA5?<1NWU~zzgZ}EJ6=GDB1 zdfa$bHN0|rEfr^}fnuHAh@QW)J~Lj|tUwBMY}aNl+LDbFnR&n6S*N>mZPT;;N_vQY z#=+iQM0`I1isLIN<5FQ&Qz1|n@F!1w%F~xxA%@(osf5PmxFTg8hV_xc1#SiWAcL_q zwXK_C!KhGvi%@Bn*I^WZc-=hH-%a`0sJ??`Y<9sX4&boFJL@|8oF2@@6LFa5a78tw zTC`tt(vm1LDsSaGqXdyYug+$$bCUS(0mbguJf616K^{^zHKrjWwPLk#J}v)r?D^uT zHAqB{(+LvYW(Seu9@R%zNEnJj&mm-eRK7Vtbec!Q>N3z=nd*I=Wn z@;B4umj786j$)gZ=Ddn>H-Nc@f`UE?Zl{7JG~-hZS((TO?+S{?8;@d|M6QGN_;}k! z5ZW|jMm*D;8N5$?S*Us2IJrq72HkFz7W>n^A9cqSy+35yBKb{WVj(nU#lxj`=tJfk)XYd6tHtTE0_#D zOS=B7dpe6*8G1HTM~6YgC+o!5kB8?=LNgxuR51OIZRHGSFX)|#EQ3cph3VE?rL^8b zo!-_a1HSXzpb`NBKdkKU4LR{Wx(2CSHc%!{vw4QP%5QrO=4{U#_P;%bKV^1m)KsE7 zCivtsjcX_9-PFK?UN(*BVS^@vM2qhtq`O^7%Er7u&7%(uN_{nH9iDt8g0YLnBW}vJ z6TxwYNIEiYoaSsiFcIv@jkoSL%#YZE`3?kjA4;=?h2Xr z$x4_ggW5_ksbVP$b5=$N4hV~$(q&KMcB;~TVKlp)tEGt)js&2`82B! zU_9}Dt>E^#S^1)sF|p=l2yI+nc<|&HSNZ_7OOH8RjDda;QI82y$JU&AmCihoT+~$B z!M*8mD`2@)>oduu3ANCK^u&IxZQU_xQTXt07A|+9uX8iQuN?10&hj+ zPeb%@Ab}^n1MhkmyTiVc*n9f3A7gZ>gt*AepoK`p7$3^(HEg37f@oSG!5|3#dqvGSCm zVd%==_Uea#U&S@)c?w z;f92g8n}LxzkH&QrtiZ5B_}9WtoN?)M8w9_66ixt_H0GzqV`UXyjPyYO*iiP!H-E*WH9jDKIb|@#==m^}LQ`>IpZZBGPzgby%T<%<83o#EVvQam5nJK`fbdX zynBYgbk5RgrYM=UnuJfrG=S1?Mnrj%Va_#&36#;Jlq0|cn{3{l@#3sK@ z5YL$GP=QuY^>0hyk2nP*C?jmsY}zQ#=~oDNu~+%a)=oPxghpVAzQ*ukxlyp7qWV21 z662c|gh4yaX_NCBcsUl^*J2E$flxaz5C;MGxcuhG4Op|ZW(g=k1I2{w+(u8|tVkEix8JPc%E(kCkHu=$R z7gyjoVYWSz=`g8jGU_<>L0rJ?JO@;pMJisfh6Xda^CSORrjtt13L$#CH*})7`ySpqVKg zsXb{m?lHqArvJ9U`{Nim{e}*?^uR1c}<(#yByhUL*b@sO6JnL9F zMrHf<>>^}p(s8bRg6YoKZ_#2XlwY@)^1*BkC+|M!YyjdL$5pZ*6>#oH(&0-lAHiy| zyyZiVqLgUE5nK3*_(uae&Y~n8-s-96OTi^6v-j_gld3+)?7T=0e1anCC!P_N)F%1u zbA%2F7RzmvG*hPD!}U~scD$ZvV(H9Hal>yr-tH&DI-}m>4kW|yia%}J+Z)lGflMVeY)5hR$}vFR@exX?F^VhIHpW&0hrtO|0Upc+6~doTT#E)RKWHs>bjV znPFrk_u}d!R>J5O8wVDrro zWYF*Gs%BnTC-(mR83%=;C>A?hkBF&-YO>pA;IBcU1p`(EzXS4!>G+ z@tw_Ai75)b7S9VoO+GJ?cOh1{)=vDx8Fy?D+|V%Ga;MT{++-q(^+@?I;}^69aAi}V zfU&h_RO{^x2N+37-I!qPi};BTR=wAEOypXlxz`I{AMSRsd)-Vr=(06>7Jrrl{II5! zzvfIeK{GHBytx0OJj|6YM5+@!-&#(t;i}aGPzIrJ%=;bCdi7tW*S{81pT}fkc}eMiZn70H`wAyvErYu;Fg+U z(_#!(+HFVyZ<^*XGr;na4ZsZ#q1;!7wH_9~`fn)P@BG9lake;)K4y`R1`XP(&=D^q z6nm6D)Dq|Yi|8Oj%JDK>fiJ)3OQ~grnvSOrsXI6mTo@W5I%a)<<$8KhvouBrO8;(x9PYE-2D?-VyKpczxO(fow=0*i^4Fv#^v~A$6+cxu7JylEMBAMxD1yIFWstb8Er#IU*j!w{OFy^;%!A z<;}d3RUVRAPJg(CGWAfdIczH`coD!)>DbGD1X`O(qC9br9j!kKca@=BuHc0;>avnS z{5aqPxR%_NYuYveV-69Rxg7?p^Pk`J`Vy`yE3(wX?Y`W5)ZO1JU9xl%ChmW;HZL!9 zLdB~GHl6T?Ox)HRY0_Jp3Aa!rG~JR=XTub9kEh@UY=J9jzAosFJ3JRT(!buaI0)YAZ1|mg6#-4>1e9har(6_PVL?K+}YOi#drx%gYX_t=EPS6 zIQSwI=AdyL9efi+h?i2i=F6JJO3S8CDB~fqM@XBt@;1kmff&fbseK8hhG!VGoGJI4 zK!R9pQPWkkkR_US`x!|i+^pf)C$O~Ip~hi19ewY?7fLkUfA>5%*{WW$VwK?4{^yYl zFIwG?A+WDBwLln#Q4)Y(=GY2{3?Xxq?l5ur@y`U0tbORxrmTtpGjsU$#bJqPL;`P9 z_u9p5pm_KGcwq=JvQ^WWT7dg<>tg}s)qwbT#^aydq&K)nX`u1tyV)wa23*Xr<;ZSe zEAPoFxXD9x_9N$zNK8S_UUT%Hb7_kPYtKId1PHswqX$d^`(GrC+sClQk$VErqLw^7 z0MM}I#!?(-IZ%x}QhjKm=NUTdpH`vus<+P8*{7OZnvO=K(7 zLp)m~6+Fck>G6!72IzY#^xndBSeRSAh{88%{I^MM0}7h7bLgiS+DC&*>xCgkRiY_H*0Vx53)+pgo(L ze!EVamH=kEXxv)2sonGS+oM0_)L`dZbYj1eYki@wNgjZ4l=Sa=dO5@Md6K~cx(XmRIp+lfr(yuV zoepv>b)Mayly_MVL|Wj2>JSycxpf&`Uv~8MFv1#FU-2+iGw%6H?7HibUvnPr!LU>_ zKsg3z4b9zWv=(k#7h`_b(J)kLeE=tBdEQ;`=v6Un`Kj|)U-sI3_2dbQIT0Ij_T;vm zYIL#x(~erdTDBzJJ%Jb%T8#Irx0Pa--(8^CXHs@zuPgZ zj695~`BFTTD7OQ*G=yANx4M(E?Rsv@R_=VTaf->SA z_#}H)Gv&Du7%q1`^=7sHqt7eI?(qt^3)QwymVkU`D)FF;DBm;?FB9Vh0KC94EV2-i z<8YuPPXlWW$)5GyudArl|=FW6m4m@R7Zub^b4%2t`&=;eC#$D(mqAN9+6AHf?|f^Uk#$k0nsy?xN-4 zLvS;=_IbZ^!ZGW*A9qa@sxy8Z{V&yurJgp+GmGM$g1iRmy%;o9>Z*)1@4-MQW?fvW4ei0P@@pA2%1gA@*#O-myF zgA<_u7*=rrcg^-p5g^y^@S)o35uH-D*?NzkU2UcBB{H6#!SGMgFY}o@Hm&(~P06(F!RsURiQ8BPM~ zrAM#;g2EG0Hs#ttXTYd|xzl1Am(F9$T_M6fZlbEOS$P|PctPv!Z`1}btyDl}6ij-f z@9nf*>gx>XCESgF$>Smv(J&}q#nZJDWT*-FoiqVgx_DH%bn`9fuAO8XD$(^MS|{qA@DF9ufhFi>EFRN0#15C z2puEX2zx+c6`Rv`IFT&?HfKBzfz6!2_#Xn=hUkW1LJ+1_d!VyoNP14JuZDaRm0{8u zhy^3yB=NhHPxh2+q;*)}n`(r0gp4*EHcNw1&4IVD2^eWtSeit;w;c0~ggXK#FiCM+ zA|Vx7FEy(`)R$Fhj~n#A37D@7)3@qA;N@U!MCK9F(VFXh}osQB_~E+uFwx04|F)%YQOh^az_1ewG+UL%_VcUo+-FnI!A9pB^0=W!B`QsBwM(|>q+`}X>OO9-0HJ>d$yKOebPqAt zS=PzQcaLrY4UK6T$y1-h2x5fazcI`iZTrOP|6kL{Ti6aWA`!a2Ot1A{5*mdl$QKr0Frr}BKyRCBC2YzQyeU`&_kRiImi+}a2;=_w0qo~gNFZcK`4pP|cgoxg p4HoIqJW5#^{#$oTpu;_2{Mvsceg4{w^bz`0YpU{|5^~gxmlC literal 0 HcmV?d00001 diff --git a/Analysis/04-25-22-SpatialNoPara/TaskComp.R b/Analysis/04-25-22-SpatialNoPara/TaskComp.R new file mode 100644 index 00000000..3ec16a09 --- /dev/null +++ b/Analysis/04-25-22-SpatialNoPara/TaskComp.R @@ -0,0 +1,58 @@ +require(ggplot2) +#install.packages("viridis") +library(viridis) +library(scales) + +#Set your working directory to the Analysis folder for your project + +#Read in the data +initial_data <- read.table("04-25-22-SpatialNoPara/munged_basic.dat", h=T) +initial_data$task <- factor(initial_data$task, levels=c("NOT", "NAND", "AND", "ORN", "OR", "ANDN", "NOR", "XOR", "EQU")) +final_update <- subset(initial_data, update == "40000") + +host_data <- subset(final_update, partner == "Host") + +#Plot the host task counts at final update + +#violin plot? +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_violin() + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + geom_boxplot(alpha=0.5, outlier.size=0, width=0.1) + +#regular box plot +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_boxplot(alpha=0.5, outlier.size=1) + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + + + +wilcox.test(subset(host_data, treatment=="Absent" & task=="NOT")$count, subset(host_data, treatment=="Present" & task=="NOT")$count) +median(subset(host_data, treatment=="Absent" & task=="NOT")$count) +median(subset(host_data, treatment=="Present" & task=="NOT")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="NAND")$count, subset(host_data, treatment=="Present" & task=="NAND")$count) +median(subset(host_data, treatment=="Absent" & task=="NAND")$count) +median(subset(host_data, treatment=="Present" & task=="NAND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="AND")$count, subset(host_data, treatment=="Present" & task=="AND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ANDN")$count, subset(host_data, treatment=="Present" & task=="ANDN")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="OR")$count, subset(host_data, treatment=="Present" & task=="OR")$count) +median(subset(host_data, treatment=="Absent" & task=="OR")$count) +median(subset(host_data, treatment=="Present" & task=="OR")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ORN")$count, subset(host_data, treatment=="Present" & task=="ORN")$count) + +#All tasks over time +ggplot(data=initial_data, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ partner, scales='free') + +# Specific host tasks over time +host_over_time <- subset(initial_data, partner=="Host") +limited_tasks <- subset(host_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR" | task=="ANDN") + +ggplot(data=limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +# Specific parasite tasks over time +parasite_over_time <- subset(initial_data, partner=="Parasite") +para_limited_tasks <- subset(parasite_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR") + +ggplot(data=para_limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +#Tasks over time by replicate +NAND <- subset(initial_data, task=="NAND") +NOT <- subset(initial_data, task=="NOT") +AND <- subset(initial_data, task=="AND") + +ggplot(data=NOT, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(partner~rep, scales='free') diff --git a/Analysis/SpatialComp.R b/Analysis/SpatialComp.R new file mode 100644 index 00000000..eeeb1cd3 --- /dev/null +++ b/Analysis/SpatialComp.R @@ -0,0 +1,60 @@ +require(ggplot2) +#install.packages("viridis") +library(viridis) +library(scales) + +#Set your working directory to the Analysis folder for your project + +#Read in the data +initial_data <- read.table("04-25-22-ParaSpatial/munged_basic.dat", h=T) +initial_data$task <- factor(initial_data$task, levels=c("NOT", "NAND", "AND", "ORN", "OR", "ANDN", "NOR", "XOR", "EQU")) +initial_data[2] <- data.frame(lapply(initial_data[2], function(x) {gsub("Grid0", "Well-mixed", x)})) +initial_data[2] <- data.frame(lapply(initial_data[2], function(x) {gsub("Grid1", "Structured", x)})) +final_update <- subset(initial_data, update == "40000") + +host_data <- subset(final_update, partner == "Host") + +#Plot the host task counts at final update + +#violin plot? +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_violin() + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + geom_boxplot(alpha=0.5, outlier.size=0, width=0.1) + +#regular box plot +ggplot(data=host_data, aes(x=treatment, y=count, color=treatment)) + geom_boxplot(alpha=0.5, outlier.size=1) + ylab("Task Count Final Update") + xlab("Parasites Present or Absent") + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) + scale_color_manual(name="Parasites", values=viridis(3)) + facet_wrap(~task, scales = "free") + + + +wilcox.test(subset(host_data, treatment=="Absent" & task=="NOT")$count, subset(host_data, treatment=="Present" & task=="NOT")$count) +median(subset(host_data, treatment=="Absent" & task=="NOT")$count) +median(subset(host_data, treatment=="Present" & task=="NOT")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="NAND")$count, subset(host_data, treatment=="Present" & task=="NAND")$count) +median(subset(host_data, treatment=="Absent" & task=="NAND")$count) +median(subset(host_data, treatment=="Present" & task=="NAND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="AND")$count, subset(host_data, treatment=="Present" & task=="AND")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ANDN")$count, subset(host_data, treatment=="Present" & task=="ANDN")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="OR")$count, subset(host_data, treatment=="Present" & task=="OR")$count) +median(subset(host_data, treatment=="Absent" & task=="OR")$count) +median(subset(host_data, treatment=="Present" & task=="OR")$count) +wilcox.test(subset(host_data, treatment=="Absent" & task=="ORN")$count, subset(host_data, treatment=="Present" & task=="ORN")$count) + +#All tasks over time +ggplot(data=initial_data, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ partner, scales='free') + +# Specific host tasks over time +host_over_time <- subset(initial_data, partner=="Host") +limited_tasks <- subset(host_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR" | task=="ANDN") + +ggplot(data=limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +# Specific parasite tasks over time +parasite_over_time <- subset(initial_data, partner=="Parasite") +para_limited_tasks <- subset(parasite_over_time, task=="NOT" | task=="NAND" | task=="AND" | task=="ORN" | task=="OR") + +ggplot(data=para_limited_tasks, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(name = "Parasites", values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(task ~ ., scales='free') + +#Tasks over time by replicate +NAND <- subset(initial_data, task=="NAND") +NOT <- subset(initial_data, task=="NOT") +AND <- subset(initial_data, task=="AND") + +ggplot(data=NOT, aes(x=update, y=count, group=treatment, colour=treatment)) + ylab("Task count") + xlab("Updates") + stat_summary(aes(color=treatment, fill=treatment),fun.data="mean_cl_boot", geom=c("smooth"), se=TRUE) + theme(panel.background = element_rect(fill='white', colour='black')) + theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) + guides(fill=FALSE) +scale_colour_manual(values=viridis(3)) + scale_fill_manual(values=viridis(3)) + facet_grid(partner~rep, scales='free') diff --git a/Analysis/SpatialCompFinalUpdate.png b/Analysis/SpatialCompFinalUpdate.png new file mode 100644 index 0000000000000000000000000000000000000000..fd474e04a142ccfb518868324a96226e9dcbaf6c GIT binary patch literal 54074 zcmZ6z1z1(x_B{+pgMfs9BHbO*4bmyyAt2qIf|LT%-AH$LgVG@(AsvSjq`SU#-s^ks z@B8~~9?o+(XYaMvUVF|l#vIen%8F7?QD30Kz`#6}k$$5B0|Tc70|N^|Mg;Hd7ZG^F zz`$czii;~-i%W^y+t@p)IvAUnNtxN1Ia!*hNQuF~@O=5Au5Ur4jw_VbT+2W?7C2o{ z5R37^8DD3kG7|(CN5LKF}|o^ zf=sQ~_HTXr#^=)Q`{Swa4aox_6Ls%4q8*pw67GpEhQjF-bF7s> z57%yip}s$F?&{eL(@|ahRMOG6Fo|JS*Xfz6ye=t-s}wBhKMjA;wBYJL`E=E^_53}Y z?;j>}OTO73y!r3LL>d2tZ=5{SC=~jpS)7?9c5lekh}%ac7-Eo)?lQpYdUt-~rkRm~ zydKMokM<&hibbRTSZv^fW<5u^)T>zXM$C%;F03! zM@i42g*rtWx}T>-sp}7v_YM@(Y%(k|v4K}aysWUsy4@4E&nTa2kK?G2EW5GTi3YL4QEy5Y_%?gABAX-X-fdnE3ddRxUdED8f7n>w6j~c|&T`6fT=5^! zUuAYObTV`#an6#mn)W<=ZT+V*w;FZJGU@GNmYB{QlK`!0uwYMbkExu}4qiwQiZP3q z8+R$r7kvFz#QrLK(^B6ufBa(SeY>*SnKfZG$wWjNpMs4;jwgzC8$lE@!i40(wyj=4 z2j>NDesY4pDg*kQk8K1H-uW2%ycWV0?r{htTnX=ZyMH|Gv|BTbu^wTWQCFY37uGwt zx$zFQlAZoJI;1O`_IJxpE73#&Mtzb61g6THou|iM=HVWH!86~?ISY~Jj)wnIr-2u9 zwd~1{TZ>^XfAfv@Lzpt50*?z751Mc9R^WJk2KIJqD!mvlCHZ}>>tRQ=3^V7`Zt!?} z@8x^?WO@arDf{usBb5i*caxc65FmKWv}E2ZD8SHz*T^uip_VZ4;1w+Rc>#VvEXjuZ z_Z>K;>?i-ehJ`@?_*3mR3kF66M&^yEng{HD28#cepSS&4gthjG-E)^zF-+R@Z|D6c zzLLjxa?0LK7D&_A(Z@^2KHrs!AHa^q(#9b(HSF&gO=kQ3cu(9u+wT6S-TAV4__CP) zQh$v1kT>hnlyHHVqj3B|2=5o)H3IuN&Cb9J-T4Q z8$|x!^ZxrKN)gCs-~ayIAD)O*1TqM#B`^EG^MX?#{r^s3jFI$hwYuoW;n zz!@7qEZNR)qqd>(>IH}eqw=QrC$U$JUr#PoRWd&;Z|_^@KNhUlWjrqP&!qo5{%jaz zWlwsToi@sU=ji{4oqe*|c^Sz`1B*@i&p`_VCW#8e$0GCZ99BEwiv+F@+f7Dg{+%kS zzyAjoU3wTJ1lPf{Gneb@?W}x>@aG@%Z(8;jn^mjmbKj4q-jMNnofX;4*GQ*`*QZ+xQZO$1tS8y=3b1X+c!7D@LfndX|~jbuWI=vHuly{7i*@ z>7sP@_^#8#o#%XuYiXU$yb1=f0PRAfy=LJLdmL=+JiDb9YG0l4{=-%3s(0T}=`<_S z)hZ2^V0tozZf*}dhv#d})iXbRLWaD98}I(19EnFD;?!#fW~e8*lL4oqqGEb?b-Wk4 zou6dDuIKWzL>(Is&rCUUYc!2!s!%DZ^{_*Cm1c7zN;ok(8q4!?$^GZ$a=W*>!QIjQ z{pE@*VQ;|Bj)i#2BC;af#Rc0BQ9}Xet%yB$85tQwBM$Si_{~kz>;2ksbkvE@I5eB# zEFH>2IPo`!9k+@vIISp^x0JGk%5SJ|Tx#EsqC*@gnox-N-Q=ki(`n6y;$tv{?|#7a zW(x6H&oH83VkXs?4a@52r0%bD8rIa-nk_atsx&zmi)$~E!fJv$>lB=sbh@r^A0_;N z)wZyL+i;Jb}Lv=rK+(fR_a59^T>DAF1yT_4{tIz$-`Ch2p z%D5^4COlQZ-3>vu2yE#3RDr@v?Iwquvp-7@GXXaT_;^V4s2Aq`H9xCOq_k__f7#sJB*p(B0HpR z)EY*&@B}iPMxrrbbzJv?yF=5>kH*FEw=MqQ$2K>lT6Po zLQaKuGK1WTrS`p&sP{=?aA{n&D)%K$kfD++Cc_TB3ccocaD5sioHAF382bh692}6% z!MH@lQvwtoc`$(90aT&hu7D>$(*&3EA`pait{ge=+icgmyXl@evoAJEcIlAxT41Bw zPh7qq&n&;0zPmm>#eH&{pJv}N|1~y?rrK?F?`P?d+xR3eF&Z-*!Th&c^n0|v71o=+ zcZAN>Gg6~d#w7P>Vhf7F0Us7cz$IUjdbJ|ok1qS%RJa}d8loO*6XJK_y-sf8~)XOo{=avEleO-m~kQjV@#KRsIO^`t+WR#nngI~m34DZ+PCQ!i0t6aIcr zO5t$4E-_za9QfL1?#GY*R4!ZkEmilfcjZw!Vj78T_#-8oMiAzf_}KUMFf>XE>4R`{Wrb_KVB6f*atz72nJ~!4$~W zGhXyQY(M!Sj=5WStpLZ2gFF$k;;hg7JqpeLv_k}Uj@K9$)&4Pnn!vBol;Du%0DW3$ zo8>N}n8rYbUae?VUL$LuS7;lju{%fh$~()ssM;?%nL^3WV`{&cJ;LkBTgRHh19|bk zaXb?wtHC%IZLWWVzev}!>=Rsv#`ve?{|5gfN?3ZO%)H^6|3-SaNSK5||JHmPtbf1e zPlE#QYGmZG6k^Qzy%U*~w!9PdHvPjg?}tdV&mUNP#;y%JPq(+zA1B<}`b5hG%5@tR z4ZL=#Afq#mE+cQT;8*=%{Q`vU&!#>$wGGdLD3&Ymcy~(g@_9J88m1CUM32+MC56j2 zRkLFIPx#$&Kgr42loCT>%OB=6h-Zk1msbmF{W&Db&}$2h@uwLaxI_SPdQtmP4;piz zDeN+t!`+pm=lM^~c4szBeMracA641b&@l6AJ8Bq~9q~{MSLfnorV8-lJa!=?JxMFZaN((j zObWIHr0aMpHX(!Ja?vXe-?~c<;bnmEB~gsh*4J^onVUuJ!I7cFi^fwaj=3AyU#%`% zsM>eu<0=iZmfG#B?t>HWo^iF*in4w+N|PbQgw>JT7G38@@>}UpqED1nqkuUtNr)S5 z#kf|4XvO(cR@vS96-VbuWJQI?c>Nq6q`u&dTG>9`9xsJiLH4s|ZgoG@aD2k{#f0$_ z#V3LQ>)8rCMzN!yyK1XawMtD1?6B{0c($9nQ3(qIj)aLaaDFl%cwnw@(JB^>8ES9} z_>xJ8iHrF(HI(U)V$oL8DTW9Yp0|tXec78>;Im%_nBl`C0{}YF;3?Mciz2aaT5fXO zFda!|1DWjk?o?qEk&us8hMb&ST&AG+5I_T)zbiWv$;3lw1Kq?Wxoy?Tv<(!kbEBd+ zdkZObUtSjgXr@O2wsEMpSQ<6A?B}n?PIqSrbZ;pYGyhBug<21nAi%+%HB;K=!TK^+ zJCvdSadIbpJxsFzbBP4a=OD-ofn?5X(jTc#p-k|Z&*Lb&%%EMTKt6?>rQ_)5=jsnOYQ677&MF=B~mO zVTz7UgtJt_Vq{d-QEWz$@xqT8OZt;8vyX~=z$vR8b z-fHtKUyZTMb}p+Rn6-SlB(C&YcM3i(oy=F&5uc+x%Wl9v6=$bdXIv8|UcP08Yr)V@bnSw*vut(XqA({y3T+_S6gRUtow{ z01&J;A8iC*3=k!|aSy!ZN=LgfpDB2P_sadYMpCT!;Qf4z?Ag7}ED}0E-k5B(H%vh4 z$Y%{+mxe;YWen`9aF~crHrG(U(%W}EMe)^|&K_xzk&zmZdA>qJhv}lXHw89xRicSZ zy6@+<5mBQ3f5W%2pKM0FrIdoz>um1Ufh)ilx;qjNSPx2&)=CJn{gl6pCGWY~kCLmF zOdmi=MI|FI9|54;NU=ak^oK`*^J&$g_XutbRgM75D8gLG9`QsKbJ7a5OzH!$&+Gmt zJyYKHx2ios3cIjofjptOjvd(Q9-03A2{h(k$j{&Uiv}Xn<;ny}4h#&iMi6PS=hY?l zpAvW?7*aayPEvUubt56DdL%~%YNcTW_~I7uMI7+4+I}RVGe03XrPZ#FtY^*y4H zA%o3;X@m4qV;X;D{hBw-)VN3v;B*p&R3z>9hklX|@qJ%jmQH~kne;szAI&DuC>O~c z;pvMXkFjHs0I)rUBhG4Y?xUTYp@m62(*eUs=%3TNT5?}W7*48WdPFiZS%9^N+2(AM zg1K~ixVx^g`bodL(%ESQKm98{^xAP6+ZXkMd~4f*NR@W0|H~;s<0MZyy5Ej62`b7R zfYcwaQm=e&4;m3kNqo;@y!y_6&nhXr!e`Ksr`IT>U21VvwbZG%%9m7Si$zJxgAyWb zEMwY;mw=KHldU>JQ0m>LX(yL*Vfuz}mbZ*PAawuWNuUWP&welp!Ylo6e-C}?P^sy-elLD*5gs9=}4qj>oIQnbhLi#PCu;F$$}G^@ip z<#zX8-pLruorPU7^gT~7LM9^drSHEIXuQu7@$hJp&lJ!m9Qw+srRQ(9;NjiK_39%D z>D5@bG#-4eIG|MOB<3eYVppN?dX)YhHf217_@Q)0^oo6NniSxcDOM9SpA$&*Oz6(n znEgC)q!q!6xZ}BzB(ceb!Dlv%(GBedOb3Nsm_ssbnqMKdr6`MN|o{GI{b_KUha|kCLBek#6VIvnt|kp7;56t&Cnx7kn;WWm@7<E+N~TD(Kx1@rqxAPNiZtgbLhZ&KbAJDE_SnYXzYS(vt|Wb3uB=M2;6Gkv@UH{*e->cgWSA(u@u zF0-DNZ$$Uq>A3L882_PkFe+XIX6forh1AzE-GNA@8~3-DNnrQM0s5*i=@<$x-Q^6{ zFr`|dIhlOP-fwch=zK|&*mwA5@Wc3;9+603DSX03GWcB8g8lB# zHRHk#0L?a)%jZ(cM%= zQ#moSi$4S$XO$c!TKyA9Xtt5va{ zU1cuM^N8UwEFu3b2Iql@Vcs2fy^oXq2=J7Vu_d+{` z*SX-0gv8)S1hhPm2dpFv!2HdQ*S~+XZ;P(bZ`D}#yS0t-=Xc+0OXv4AkX4tCZR)8e zZk9~uiq&WvsIOtOb!X4|&PQAfk46QHgyJFL>GWP=@alNO>}+R3rP4rfcd@zl>|jCj zsdn$-AdnEupb$#*W9V=MA&2SCkDPZ*N^jl-Eopr<$u-*@JlwQOJ;=XG`*5!s;zmrR zI_pP^SCUY#?dPIbH+s6vladg}RGhNQY#7FjswX)BCrxSyr(UX&fJEY>3@CY_!gq6& z{Zz>>FY-_7t$xbRlxb7wx4Nm1cYz!(4H-%}Wty6Rm%4nFL|5rcH&Ol8iBnJH5wG>E`xkH z>>_dL479%R=<_(gO&q(EAoi}PU0_i!*OT#V&}EqSB-Kt~ogUpbn?ArZ3ZPtthaJBw zf89V0su2I;DDG-7(KEpL#COFbj-C<%=AFkebZ=AHd+K7F~S ztYLdC<-4d|!IG4ac9S4ouyr7ysVn*F-aqKg5~O-BQ}~0y{783-(e7lvLd8bJXgUYT zl#%AXn{%`!zt|G?t(HTUs#w@ackcyk1xY$w)H*oo=W zka|3-FE2RR%Wx-7-@Qh4ew@)rO(u~N5{xoH>|nzyLMwQjDR;J;rjeEt$vnM5>d+iT(78uX*{1o`U62`%P(3kah1#>N@SNa9Gd^tx8dR zJ)aX^VNdD=|r`(H14)i?A&_89q-M2u7SctF6WJ|w7Dg?xKT^clY`K4Le|cWJ&ZiJ(7w?`XV0YX`fwX3P z_mEFPH26;XB{|_QHU0H^-*QFS0PKYZvyc%C8>8mav)w5(Kz*%rE+(W%)ZLtu5d+97 za=Dx{8)}`iEkVh^fI@jU1odR33D)Um&XP{MBFKm`Obm|F;fqKBz0!2or3VgRqkuMMJ4(=wdc)Qymo#W=DfB5GDh zmztP!ekpq_SwS{IvLn`5OHybpqgU#iWgIwI6yvNrezZUt>J|8t4-$-uz(`b6Bn;XHw8^h3SJBcs{FR|`bk}R6&WHmLg zEnrZRv1yedgEL{Vuul*NqRGVLb9wH5blbwhpFU~@eEjMDJq#}n(0$oPyQOJfYtLyJ z?gtqmCs`rFUxbhi+y!_sv3ke=N~N@2pVw$6lZsRC@3gu4`LTmJ z?YR-rReYo&H$W5PKM%)sP@zHVlWHI|VmigG&+bHA}n zfq}|lp!A+AK;n?9hyK=@9^^zg1n4}f>%V@}bDXq(NleV#7Z&G7v@&x-Q0QpJ&n2Ys z^|iTOv^0+^|Hu4GTtjl0OM-FX$2KDg?7NK}28K0HLN})tt(p`LAtZi&^OGI3qrd3* z2-(ARlTP`lzUfgTMd*DZrG=`iCLjSclIKn>mK=UMEa5YDjVUCmN;zb|c%BMrY=&)p zi*(B9Dy{4&5xYSr;yJnzwH+o*gW_|&c>e!DP*@27-*6gh72|YHR@mK#ER(XTy)*^TDirLZjfrFNl zJZ>yA6|iUZX#D5GE88zp!x}Bh1c3Og=(ayc_Onzo3CdhS2_+9y{bCansR7VT{8ev_ z_EBRzQ&6`r^40HZWvPnBA05~#QxyQ(B?nm^lh9GF{)SSLn^#Wa_sg~?O_U34@1||9 zUrrXwqU~y3>s;YlCq*JZjYD-DyKbn_ppJ?YVZ|27-UGUl%vw+IPbqVUqg7Feoe97Q zvc;(Yn}ARz9)j_zq(_4c`DV2{Q2pfL{&pB-`g}{(*(VXdXD_$h8@AxD!V#>?NtYCRDC{8=k9oHsQ6mB#OG2@*(uVh?R5#cuN zr`u5WBA?y#sQQb2qD?fDcckZ2#N{MRlC&x%MHZBg~w#Dcc$Y3`WH$YErg#hSi#m~W^iqOv`vntNt z%-gI|;9;zu`!3i7GPjE+q{goi49|#jRC2Oe^mgH&7Ryg+e{bwD144?~Z$4u?{aNG{XR6k3IjeV22Exy{bA>$NV}@0wYJC~H*QOn(?WI;L^<@14 zQ;3^$AiPh4zh*qm$jasZyehL{hfR+tcUU^RSyoG~z)Cxj3=$Kae!n zfJJ?45?E~s1+g~(9gJWYEtU95`z@}>0&;>Y|pf|iE&(g4jL2j+teg4io3 z5N+3S{XVOOtPC9`TIA@N#e7ZvstKcqM!oHV#wr#EGxL}OJ-~rb_$zs0j1>G=FT&mF zJlImL@;BaLMZmYcW3_u) z#+fUPF5VmX2h<(aX8@v?nfNO4vp+>(reb{Kzp;^Wl{NtGm1m6^F0WA+Okg-1fkY%A zMfIa80+C|IUjN2fAX7+ol@7&GNXD>kWpY|4>irdkR6baT#5ep;7y2hqJH$fswzX@W z8Lnjo&#oCyoYeTR{r}G8kSG%HOMq9`a*F~?os<&GXFVCM=avx&#Jq&Bg^&sZbZD8L8t7wvDIrI>Vzqdq0+5EC%=V z72h-#b`g-KC!3wkAv0fnZ!ercJt{yKP3q*$n>Ra2o812t(nS2B#Wy4FI?}W_=Uu@; zg%l%0yc#!Y#Tv_K3pqmZFh9ziiAxVhZ*ekXcC3_L_Bbs45mj`O2MkoUZ9&g$LNij+mcmOp$Go*ev-jMfG9 z3Y;YHKchWIW@5}?%UGIB-A5B&REcyX+cNgqM>*V(2RLXf&D}T1_TX1NTwx_t1Ukf# z9v+Gor=y`NQEpNTV}abG9)-b*`y+0^Iy1~;c_V}M7rWniM@Jcb%o_ynL=CWiCseNp z6nU?hC_l%h`TpQmU1&~7Gm+%Bmz%y%=ZXrX06)(KElYD09-L*crN(BWuBAn29IlRx z@w{=4xsQRb{Q=s;x~7nb9_Ss@!ntFFg=b*Autq^px?h zc)!0N%SYp^*6ByP`x{wzaIE>J58~M9%^O_ebcqGV(I~wjX9NWk%@R%E!LziSY<0IU z)^BalLE-bhup#7kD{Elq{C1y!oQ+K()=S0Dty@p4srxKFCIe5T+(fkv>KADIeClOD z)fFvb@O?DAIR-{Db=h!&JQ27JN?>U+y0v7A#5B)e$8m0 z;3wFj9+{u1E~~cS^o3GL;1?sFyG)l5fIj;hxVXh$vo1J()NPPofq?z*{}LIu=_Ck` z3i(5h+`D&Q*~7jGeXO%vZque$FQMeLo|%p-vWK@6blHhE8fXFTs1WCd69R0x54Hay6WM4tyBm);n%U>WuW>&W6~G#*7D|TmqNMgWH@&lI$#)- zE53kme3l`Oae-Wo8Dq1#zp@NHvB_UqhJG5;;Q3kwNOy=G%am#7ax$&-6a^!32e*}- z(hDQ2ziFH+!%S^r7bAr0crvfQ-JG2_RQWwe!Mz%Q($c@_5-qS!r_H{@oAtKIH0xlu z;O01IgF2eAZydQxakm?ZB;N1-2BmGax55%ssY>w5b?Q}wGF#jZO5%(E>L|Vq!GtN= zv2H&bSW4uIXWt1K$c#sa(>3_ANCe@>?noPAv}G_gCrMhvPF7lE$))C~Qw@G0DQS+S zJ*q~{I-q#as)kd~1U#v`7Y;G{$Qn*YRyH;{nSj@AKN*w(L|$P&ZJ&9@X4?qLjpzQ= ziTzjIPS+=9oM&I02=nl87a2W_^z_%Z#I)17QS$Uhqj`t9<-$Wa^Tg;Xq)({5H>}Th zCd6CZ4=XfA315B+4GyN0Kpkf%h%;G9f~@7lnO)|XwwCbNOkT1xX2q`=2b)4R@hPhv z^n~b`vV=S#ZQp{VJjWD7w=e)(WoZ6-y)^U`e~_1jY#vFXr$nm)E9!TAolhM@_z%-`rbc7s_W!hzoFGFHvwyXmdUrHsyDvtE$;7 z!Nmqgi@@R(X>{Z*F0^G1*VAH?^PwYN zw;oM4@$&-Wm<*QqHR^Qp{&bKr5yVI-WmPljt-MrYxm*kHlbm(ZBqk!?!i9+hl=K3z z0wlYlqbI;@pjowMjE{;Zgg*H~`9A6k88o#wVo49T(1$W-ja|XO z*4KHV?_0d%Pac%AMG|OMYa718%RXD@Ft)0cjv=Sc<9FF11*@t)<>lx&%XDl5VWacs zCnnD>XB_-RV^^;}SpZ81*6|M&Ot8huMW9pveWUDoi@F}O&+Sd8*~SUe^WlK3TzLf) zxt~6~&Gfse917O4sR_*IVd^mt+{@NXpO^Z_^9^Iy(u9(x6*E@ilstEJcY1a5x$d1QL8q4pj;+>BBN_Rbn%~H;^QIFof3l)(jV=5EN;XkcBf?QI)sf9)U zTti{|kdGh{7TAh8JRLJdMa`_k{yH>JDe@1K3`7=QVqsnyyDAhWqBcsOm!kIK(Mrjw zfDASX>K#KN;fV8hM;^IxsGziB>wJgvZnGyPyvFB3cK2eW7sIgavWUgB|G|Xo6k-v% z)cg82F$bqJNt61~h{IM-KK}0Lk196F@Xt3~q6o)>pBye9N4kc2g5gnP{cpWpMH@n9 zsRLlBl*>$?$+Y_{J*@i(g>=lY?(?~bl_V&|7P#s)I`hW+X!z;1t25{6ei7Iie?--@pWc8 zLP%N@PVx><)8HAO6>0Ik1*)|HZ6 zR>Q~)b9;v5u{c0=J!6@NsbRUnmuuSuI4)#(o!8TATwo+n?Qe*KjK)OS znYBpws4XyUdw`5NdW)0dea_9aby((88RPAm%SH5@itO2Sa6ZbHBpGQg2=?BUBs*-eWfQ3>i0inYrSP=r) zz3~v!dK>8<$5tA*eWGjveX-G0qz0i}*^2iKMYF>%w{(dnx`CmA*yC}9#HOBxSBDAZ zI+BPM3@0N9!+o9FH3rYiuZQpAdv7f@Im)&~(=PP+?9SVAX;7uU$$YkmY}j3_FleWT zDmL9y&sKX`EiVTx{}|&icpJ-?gegPoSAd zbT*WinH8G-GG6|Cv*&X&((J&1a6zl`M@x;nIo|?LZ|3I-MqcE|my?r|d7xIN(&}c* z>vz{Q@*j<;6qioQF@lgs^vE$ZD2T5T9#`&Df`TE2yA-E@p(L^&SM8$5E82`ZIyVaC zO5E@KTX-XF(%IMq!hUTL#DY2iDbi%{yK5K+{%W*m`82*$l+KgPNQ1$bI_z}wgLSmK zC<#6naqDCwr+zC`@0YLxueO^34`X8zdj|dBC?7rVwwEQ}n%M%x`gkNhXtP%WZRdr~ zJ`Pi!xb0h(^Hczn1w0~Tedm+4TQ{1ad!mwB58`ZTd7-UvCH z=@Yb;6qY#>wo|B6ACdcAYBEC1eSv9_CaaaIEV>hGU}z{dS1L*tXh-S^asMk0B`|1m zy*2^b7I5m~)ko0@IisBVlccjUOp%CtFH(3%WpY)19DGPPL+7lY-AmL_DULX>jJ`^i zrprin=R5er{&Z7$h%U~F=^)SC4B18wJdK}YP*j+59Q;WVZ2X>+;2oKP(}%^ zyhr`H5914`%vyLifPWl;BBKR3WtH9jELwgQFne#sM*Wx}IXpHt6ZfKHVw+VZ9<9*8 zF7}i3b^*qci)SSsjtZ>|YQnTl=1B~|k5FVknn+i zKVRIw2TGRgJAi!(@cuoySq^Rf$1+3y|JN zuIk=MNDVde3n$5KGp7)7ugEAVByIfqWYKJ8MkNd>(ozwkVB8AE|M5UGiX?Yj)P~yG zT8e}Hc4bMTMt}qewS%E{l2vL{lx^=tUe|--^1BC(sEMK?T2=dn;UpIB2sk4zvx8r4 zsyZ2n0;E@0VIDmUbu_<1%vN*qAAW?n%_4_2*a%Se;HbOmrfl6~_%ieTIy2h@T$4M( zO)NziaKX&qnv;u$@VSdxb?;cY(rn#009Ca^99sVvDgyXQUO@q>hLD7$WJ$9)!tV5 z0({D7^gChXNCQNuU?h-3TA^r3L9gB_0hdWf%@?kI)JC%##{xLn84cRBCa0zlxLgPZ zZGL2nc56m(k_M2HW1UrY17D-2{d-ZD@%xrytpa^u^Ut#E1)gbBP7TrxAx7lO)$3nYIR*E7t!Zpfu22(k$^ML)cWZZRk^82^GF%^l&%g)Ea ztPfU*Bev>sXLw;1r+YU@zmpsf|^56>=~Hcu#y(LKvPP zcPNIq33_+u<+8U^|10;olGx#GojMCL-de(~-w>GOBYMjG8;aa_<|x-pKU+6XU+@DfOrARFOO0q8&Lt z>fuLe(w1FU;KvgNwIb5W&W9FN&ExMv?tqM#{f=MhM9{n;x=ZfH>)~GU$$c2*Ll}>g zPxi6_fWPg0M%M}SaxBF3UQ;Ry<#?=XZ_Dh0W&^K@mz-Ads!8B9+iK!)uT_`K>n?j`#BUeXckjU^h7bFT3c%sS>*T<9TLI=m9F5S%C0LmDnJ-rU>$y{fZ}?Tt$_ z{XOA!=Rhbl=C#ra#ToCX!pguTN`g!88@>`YgBu(Y68qVNyPWZE=IC+WRy!J;Yh zbl{5-=l>i-fg<4Y%}(J}lY14de^mVZ^yp|h+dNeJTxAm(Qw&v-#v4IH3}DQgPQ2H6 zKbjm(vTAgPDmyxyh`F!=X0}B?R8dj%;A(`2B zo*sA|NK@E;j>u&-Ee-V0g2NO3E@b%nQC0sXIj((0xQ`WM@+IIVWUUIWW8`cFxZ&oAxU-VP-)S@S%Pc)9Pq z@4Woy@;|?v0~`bacW4TS`tMHoYwTBq;?$06Io^*D5wiH?k_Rf^+LZHS*AQBgeAJqf1c;^5})|-c&j~bDL{Gd;XhPEhkW%Ba+bUWX$ z)2~FniAt-+^m7-Ar}Xex;Z6dQi{ZgwtH&O4WSyd%LDvv6VnC2Z8m!I++ zi6f(UEYJ9o0=vGFtZ|RUbNER1XI*Oeb@-?Yz^++If;wd1&Qdkb>vlW8O|)T_p6VMp z&b#r@b#RB`ut`TEdE{0abw^4kDR0-ZOU;IH5w@YsRki;j>}fn9Pk_rCR!$_EPdBvq zC%vsKiRTO0JYCMFgpS23`S4RgpsPZ4h|mBjVil+;-d2_T9Y~k>}7hMvo+tK}U{*QJ(4b z35333y1{k)T_F`dAGOMSf` zMXq}|g|1egTm!dSLirSEU1E+ByhsMFp5k|k={z~{4DuvBh*n^aPv%Ntdb2#M+WpVC zo9F+}@M|_O#Hzb?aC*W-j04tctM4ur?CC{la0@_Lsl<|AUXz#p#x+_=b8=+ZUzAU> z&}d)3_Ps)WGS7>;GidX}`8Ql`fHUJ`pLo+F<8svDA#PXabDwi1s{E&RT*z9fK9Kq8EzxayBfsE3zi!io z4WowQUb$ELT%TB#piC)kshVo#Bfcb)w|xO%wHTObR(_MoWc+}vxgK6JmSW(Z^e1w>&!qw zfIhmWxw^fc{o^&ye=aWk-!Y8ecaA;C_ew71OdHXcDrWFe7gv2P1GP))FdS^7AcWH4 zh=T-qcAfd|1rpp!kdU=y)_$!)ol}Gj!q=N|PN2ySRpZdu%5JqQz$y>DL7&x!`}rI_ z+4?mIMs_}PTU@w#(DXPT(0xQSo5JJxRRz7br>J%z=<-nJg7<>g`{pzMRMmL(cyp~V zf|GWHE&hNzcUFTj9+AdgH|cU5s3aFiHbqEn33v)79<;*GZTnmK zar^H>4UEYCsie~W9hWEe8N%>iooTu0T1`iJiePUuCVU<->Vx3+zTTGDm zvO$gYe-9B-9Pq)9s^T7>BpKPA=c`RZr38%A3`1}KPhATQe&6Yw=-D$e+h27t=9!+7 z%f6TT>h=+mWXb!$FJA`NawBGvUi?I?RQWC(Mr>q9wf{l=)VkgbH1D=TyUXyNOg>tT z32j$ij;!3KcRDpTF1yhw(b^2f)6uW{ZuEVjqNIES#WkYeE`f&2L)1CCJjC|u-$4TD z`2}oiLLs}^&_IjpZ&PU14z$U3Tc|-}RR8RY?>GOOk$)lbT)9BK-IC7MSO$apqGRaI z4qi`KE2wCe&;J9?)&RT>y%N;e32i9>B)Mci?K!g^EimD-A0dMdRY1n+%u_-F|2jJWEFcYl zp*B+Wl$Do{2fBXI){6Uzuay-u_~-9fW%<8#HcInXfDH2d231Cc>VrsPL3(X%?LFLr z1FTHQND9YLLV%-}op(qV$%i{KXy4M9EYw&F?Pk#fRz>j>&|*Y*VLTmm3e1JrS9`Kb zN=ZQI*M=fbpxcJH01K`fMHm>uYoZNA6fFvW^Df}kjbCX5-e?)XiO?w~L4kS*QDq$M z(E&t9P1Rd1F9kAKYj}+^Eiw?IIoO^+OUlrWCBfQ=Q)p|aT{GnQIT5sL0kS_|yZ1WN zlS(!o>rC!U@ROifQP7<@90pd^unhIk?al8>^}?VJ8AAySrI-ch&|)!&-jPp|OjXR0 zSEY6nG!0?~<7gNl=fFuZbeQO9L3D+A0|LGJo#;2xHv(c;kQaO|MVnh&va+&a5hTI} zphwt3B^Z=rQHVuwu?M2M+B{E9k5;?)s8B0pSGN_ien}a$8RbL)GphW#IIYf3E@%sG z5@{}s_NRi|Vew#ANM`Ncd~NVt>dT9S?d!AM!mN@cH%e$twoI>C<>Jp015{m+iKCWT z>G1s-E;zQJiZ}_xy=QQ4Q3B9ryAzP<)N;H3q|V1TfU<4M}n7( zJTl2&$Phdkpf~|7qs5K&pr^W23_$g4Vxk+oY}Ri4*$&^^JfM}*vk+4Q@{s^epsv(s zk3Epo1*{}yzq+Dh#Q*)j0O~Ad17@WJNWAyi2nD_B0F{vp!6dPx&DE?l7|QtUXY}pU zGplJFHg-BnBgNIiEI;hz5F-dzraD+5PD(n^022W$G<(ye=w>Gu@jJ?QW4=7lOg40xSijDO4HIzx0)EP!fVXR>3vA74wg)m;Z{*d`r^3oD z>p=nz$>EJYv>R6wHIzJ&exJ0Gaj{ux{2u~3g7HPpD#6a4phUSt;j;K40?tkmw=v^( z+D=N-kv5Of(2OO?dHHz-44!uvg3D5`AUR#noSc)7I!A9_8 z2>I%KVNEeau(xo~DM4#sYY!cF9v7q`VB246Z6sJoGx~;tNpZT%-;VAV2R1|U$6DOy zNJF^sPIHMnA4%7D0+ZSMEO5m3b|{{Bz3_{JLAC*X1Lv5@fu!gJ`zcrt!&-$YG$JM4ozjhzgoH}BbO_R* zbV-B25YqA8bI$*L-)}9~a-FrnGxN+m&%O7xuj{wTSbGu@Noh=j0*!|7PP(8VrQVL` z=0+UQy^Q9FVY)vKOe+}DrwOf4Q{t!0Tc#DS*#vZeWY%ML8`u>|k-NGAhP<1`ztc_p zIsd;Gwqu=ky$YPhDKE%%1b2f|^CLr|5=*~-m-|Wd*Y%bTM6Hx0VFtnX!P2akU>M9Z zHcdXsZ~sf_#loM=cB#Bx8~S0z*uF%r*i-P$8%6_O~YLZf4jK%d!z7>KvKF& z9Hkio~b8&=rt;I5j9ht>a{7Lm+jEt@I?* z{<43!`9KIUR%A_f2h?Gjif(4Ffo(~@z8oTv{aGI5BBtXBb#hk=%-BHKs7fHqH23`t zO(0_e|FWmlXY+0*;n>LT$GBn|Roc~b#E3f}E_N-^qez@b@JkMP#d-L(+y1YSqO~1s zR)YroOTy46oEBY?f+c}ws@5!eb)f|ARo{BLAxb1-XX8@+@|X+1hB#ifT;B-A+;)T zSoafk4k)2vCst&K0_B-tfaQ_Hx4Um+f(woTgVwGaXnZPqyU0O#RDXKjqx7#k8CAU= z#0{#g0neRzlX+6?zdU@wn2{*eIR3H-%h@5)&L^$eJ?Oxt=$QjfIr%3uL0ybW4@!BW zM!>mO$`l6PL1xz(4q3*M`@)-NUs>4yKQ0Nfawl7evl5<}HpJID17j=wGs#hA>89xa zS04x?W>c$rudn7Ie^hd6x&%TNa{!y#C%BW%3qA`*8wtsP@|Vqa0rSw0uJUDQ{mqUsWZY%5pqi@G$n zj&*ltRRj!ct4oK424&kfdhWjKar|2zSa~lxd@dY?j!x%VExwsUPlG(|?inI)-%AtW zKRgdCJ_V)D=~smZ0|SWLKTs4@*#T9N_r$@_ppO{-3u}(Oq?~qZzn~qh$c#{W z575-N8X~u*(i@^xw1Fz108FdqP|*cI*M71%lE_WbMB=W4NSzDn=k^sQ)g4!uQHUBI z{sU#84+@3keYuEP5u#WE+<6;-V9g3Y-%r3H?(@>ChUh4Q!v9mQHgrCgIEY#%7Mtby z4M-!UhWr6uu(GaX5MPe0{we`+&jnVyRS~N)>>$W!{n|VP2bB_}vUF>8^r~9{t7LO# zKUq~2=Q82X#K#DQ_#IlPz+$MIj$bdW*^^CLM)hm@DHD5dP2>!KyC_MD~|XgqLKvH z6Bu7)Ntd%%oWks_pP zJ@Q8jv$+e>MXx7T zokDk4Jl@ySBLZWP1D;IyY6=O`*a5Nh^~%G2>ABfyY*T2)Nk|gXH-w=CQ3Z@U1Wxvu z&j$1yrxL`uz!F<#D;e7<^|h0MRHjkwaf(bVx>2)BA2uK6mn3WhqM<3E5>3Br2kMTL z(h~Tx=y@Rp22X=|hBkZXHJmLm-*2N2#EsMseE1zR#y-kew@pIttQ${43pkYKKo$O0 z!9Jw^78Fbbm@iwxOF(EB7nqi(h`uJDrhk>|)9BkcNp-uj8uTWqWK;v@te{ouK+024 zVl)M1ykjzIse5WPX}fw`qMSX=R`S&B)iEehe}K%8mUrcFBd>Q%f)H_HaA-sXxOZE` zxMrroBl?OwDk?f*YMY((!zLXX z_(^1CvjNw`#?KF)aB>49QijkJ@{b!%8zgDuj)!a1k3!yL5|~AuL3|DnPV_K!s>+R8 zT8``q0-hoaG&D|U>OemuQz3{Y2Dj1m-(#%oQtPx5@kHAooXSjIUR@Yq~btw()LAf)c`Cm+$0;)YMa0ifpr)0C9sm)QFvcS{xP!S)f}_^~!MRiNuk~;K)D{W@O;T zeo48z{H;}^rRpoQt^xCpTY8<{pN=nbx2KP*e$lM9 zLUMgiuDKU*Ji_E-l z+7p@@0I)7D@5PwluKDtPh z)Ld}lC1|Fmy%+>CzIg*o(B_RoqTZguDQqTXsJ9)%Id3FJYQczAG9 z2bpxivWqsNIXAdWblt*9WF9yGQ+3&=GT&xrJ-+4CL%+r#Wzd2uVig>y|5v974ndF! z90qBqv<0CEH`v%ldDHJa&gai1Vb0Q^9j?k)0Yy~qNx^|ca)^$gS$8PX-{7oL7ZGtJ zL}2_$U)RF_;m(VHy6?`Rq)s(V88hNc$%Gd+nV`0min)l{rQC^W3@#9cGa7;?ya@@HBWAz;m zyq0Ja@7(&H{9-1;dK^5kM{|n+XU1O*|cIV2A7iwOeN-MAqm|Acd*ds~6YE zL-FRpo|S0KSc6ZMB;xA#Wz2_AVjrR1G#Ky%+fUd;tY88lv1*ssIK{>RMHn+h6hB1e8I215x9$x{HFCs(&R`z&askR9q-vF{4Wc-^2w%rV{h}5*Z9$zB0zPDwx$D` z|Lkpr%dXD7$4$m?N9&T~#3_F7BbrrN2*BEak`lu|gF_qj?KLpau@J`vze%a?T-7BK z@CdOsKt~f$M4--weJy2HjePp{nVlpBRv#~iois@K&j)3W`A)!t=1A)_sMk{Ksc_WBd|mkexp`^rut-6mg=ah{wwm^@M>b@-(@NBRy3l9(bs62-@L z;t#Uq4oIaa*}$6meYk&V;l(GLds{70$&J>OjqoS^nfDIWE(jEK4v?G|C`nZ5nS-gT z-P%hVn@=tVtB3owZL4%JP&j5Ih&%m+w>xn{1!8+2bLpa*q>vmb0~t*Y0-}+D37AEE zjS8p%2o{U*Ji-M1(l3ZDAYObDIk0%euD5kPGUwD`3MIbi2`)qYx_1Ooc_v!iY&KXk zAIqFRMMM2U>iwaxBQKWmQ$<|`E`0$DUT1_4U_>X*pR9b$f+#{$d1tEbe8S?Brt;5s zTlm*eQrCfTL&dmp9Lk&$|LaLg+ok&A5uPCT$&!=MS@)`o@2XWNk1CG-2T5!P011VJ z0!@^PD%CW*SoPAJKV(tSyhaiZIp@tjCW*|9GecaW&vq90Qt6enDRXuGkskGf;1^%V z>&JOw0rzbVz~BoEm#lErZtw}cGmIBmN}l0uOD74{31uXmjx79{OGfR)ORbsqW|lF| zPCH2>DvbQc@HD)Zlc3yq#k;@!%3w(Q?RHb-YLty;35TI^vsI!#Ak(8C9F#j~*R091@0-2U0M4j)!&8beryQIW7v2 za9hPjGoz@sz}y~7sVX z$E)x#=*IU%^qtvi3vCw8*q2=fhrm@sa0{=WfuENNOefXSPjqrPtrz-y|LwPs6<4+9 zk>y8}*k=_W$3NGW`+Q660Pu!sF+q?J=+TpdU~(~{N^sdeVk>+)53me_aQvYXdrnA_ zE8w&7)>)B742tA^ywUT&0jW-OkxZ#o6I6d?r*Gi=uh28+SPnCtcLbIg_W_cHcE48i zljydAcmorOz*BgU0_x1p=dkgbnPQ*6I)D>#(`lCx@_BHmjgZ`|&!eK)Mt-I(*hIP2 z?&2pWZ-oA5Fy2&z5B>fwV6Aw8r&fo2FA8Q-XZkbqkmrSua=Mn^%^10x3{0UN=;XqS zW!^=U_@S-fH9ij}RR$B?91f!B{7Mi&&}>kKN(HKO7_FW{(8)y(=kcs710L?fDL+?5 z*#UEeG5&v=TS^9Kj;K4U-c^cjhfDLff%6YepD<@R%+An;ra&vl0tdeU0#Fx192=ku zg0^e^031ucfH8Jo_FqktnH77D5tK7@aJL2+M=AQ9p|qZoBC>P7LzOjR@9=#iPb*U# zyB5Uzg##qqqSnu>F+VEneTz`ln5-ZDSi1dh9t8mnf)^C|-6<+I z+Ua^7levknJAVMU;eYN4$BK|($P|Oj#25dMoHvj#w5~5^;)l%U=_im77!2klRd-41 z*dzfG{U7HM*4bHJxHYz2?^O)_MCdj(t&>kTaBP+~ZFJlCj>8*#2FBD1VCF$$t%Tb9 zpC}K^87ZSh%9A-`V~20pJ5}uF4>#QT^;Eoz5?xe}k`Hve$(i&o{3LuAibW)x!7IrX zFX(c51s{MUyt1+?0Yi4VzH1ljP0kMuAkjo{{`3l^QnId zVT2*jUWss!l3+`mh+Z-An@IjijLy9KI}Q>#_QU-4_3T zD z+;juk68&atO;ZaAXx9JS?4Sn_L@H*c8$?xfU_bY+Sn(8W7t^P^y=@r#*^$ruy7A-; z=;MsS)S-5qM5=ua+#QcE{x@FA&xgyIUBov*sL#~=iGaDpO5?3XD|Is7;{X1AMI@X= z99$gBIgx&L(v5xv@bLowlDrqpfBS<+(d)q^$2O6e|G^2Rk>cb3u#wo3wCmL)eN8s{ zg1-7JAK3To^v!~1G6>*LsDJ*z1cE{fk2Ttq3J1Qf#}ifAZ=hlIaCO6ncVMtoj?W1B zGll$79X1Q*JMdp|Vn@9E78MDC#LPkh^PlV41Xq3sFX)k0qBo(q2=c>YmW3VD?fTRHj z?ED@dYWmy1rWqUWnhik;LogR8%+vk+N}EnKx6*$cn-F?GDicc#A57v1BpsAVKgg^) zn56#sLnc3S+c2BNygTDS_Qh@&b>wFXUpEoe zB0@Jx{o9pg?C<`dj{OP;;=a~Gqs~|R_0D#-ssONtLG0K2cN9J5az?e#(+MI55JW^2pqg0} z)?mS|Diis;J0&a4bq|-F3`vw0^l?=d;CD)pDHj7r zTAg|LSM)-zwWNzT*a5t*I`U=Hp>+16+9_x^KvJ|$&x<}HlN6A3EMvr-MSS`Y zxu$VR)icCkF;RNs^Byz%?Aw)X@?F!8+|}`&ghuaRnR#+|u;=zks{MIvk9S=%uJmu#B)PHS z6tWQ&E;^>k-(F6X0e2)W?%Hd`jE5P@OAO<}KrX0V4!gP>m}Ph*X{wU`ncCE6aZq-3j-|XJYR3rM_~AW2cvk4da_)AQAXo=yKG3vZp?D2A}_CwezoxS z#_>(KaV9k zK3Ap+GNlS+Yy>Lu_wR|+#o%-gx9UlQROG_JA5}L!ksANxZxbR(Ma3x^1%^_V>BUJYepW`&j$t~6=x|x(0e{N~Jzuu=SEvSnJMG&iG;AcFnZe^I$zyR867~YsxTkKx& z&mVf#4lID^l@12jvrbT3xR;Gd73DclsVL|XkkKdE&3ZAC9ps1kq*9;OkI(jCoMWzPPwHCZFo$;uBwdr~NqmoIV$>b0TwJU~%eePKexG7cO+swu9Hv*LcB$~zfi{<>3&aVu=H zi6)v0&gmdmzBV(sD~OIDBAIVk7A2<0P${+SV~Jw@;rgG zgf)*%OOn+2T9$@JefPN zvLJ7!qerSoYq4*q3VMg#u_TA^QMHP;&n8JsXuhFLq&ZPjoB&yx_Bqq-tNho>1yNON z;=@)wynQ=^5wE`Ik9sU9S&a>v@Es)4uUx&tcqkxHpbA2wgZ;{TNX9DlnA46a9^k_e zy&5c9$V)RIL1hmsflMKPe zz;8eG^>Q23nfe4geioaHtRB1xBOUi;DJ9)eXc{$!&diKn8Ia&)ad*dt^N*UkGRuoS zmI(A;a+1Gvv{4B*&*-2w8&YDxm=JqKL-6{UEO{2Vi8dFDwdSn)47}d+z3|k{yyj}i zEK~l%oi38=t#f!~n{ggY*5s!WFp_(Arw|n%RTIewqVa# z6Vmfqd?;d@G@E{-(K-2x&6B@lhH}o$n1o=stHuEtN@ro3lD*9viHXl>QG1`;LOB)w z!j9XBBe%}L%MN5FP6}g*x%*GR5&In!{K#xr!Sbf7gm~Mz1;eJl`x^*Z5G#G>1OCKb z<2xvOzJu4XFcT!cRA2y}`B7szLuLaXBn7V~_v5UuVSySAv`vScNKjuiG0ny$_v}Gl z_y0raU1mt8I2&O{IQ$o|H}$Ztw|fA->i>2~p2^~#1(LXq_PkB}%K0t|$0Nb&vufotIW zX9eAG9cb5-}DbnnS_j@l6RkA8vN5x|6m zgD$wNN6Ct{x`cOub7(qg0GM|%Sk7@wv42qBoF6a)iXu^yAG{y5QE8}8RgDT;FOmtP zNq5c>aP8XU(t{Hhj&S9aoLIL$95oF8%>uGzYz)w}+D##Q0E@r3a7l(=4n8GP3Ky>% zVDe%LJ^|8;B{-?WPx7^X!Wqq47*p=VI6wYPBbB?#<@^s-QfAm(LnX!!7nT0~(@B5? zdOqk-L?T&l19v)*waO?1wg!ymWH&6ogQP=w`(H77l^hO|CK;F`&sQyydWo7v8G=gvfS z54`M|5ZjrpcV!U~Tw~Deo&qvuk(D)2=~9F}9O*|OY-p{_6(7)LfnGOR zL`*@!jvCqqY>Nw6k5x9JSB2}XMxMSKl$8m@foeiDzW6GsSNG|Ao~+&Q)RPM9hqynoL zS3xlI1NWkA$c$pVH_4`JrLY0H)JO3*QN)LSo+(uX&^P*O@B)C_1wApOeqI^$%;bt z)+1TkCShYFh%(}ou)hW$cBZcs!}ScCa$dfWRW23%{8TNjMjGpf6)tJ?*5IM{3Ukj; z&MpBGY!mqH#o$lXiWLB)>%dSwMsuF_7>?=o;L*Ppw*7#7j0QPS+V!0YejWL)UEL8| zb!ol8sO_EhFR!aydInivtJ1$;=~t4nN@J@%49&4_vE7FMQ5z=qy;1Rf!QXuxA1G1V7jR{>nNF03aK@^;QUsRmQv5FTm(; zul6zrM~?fSM6h4V_Hd>Yqj~ZPaM!DY2Y>OCT7NYY-(%!&$Ni){@AkC(T+}{f6XpU@ z<{6V(e&AFdx2Cb$ND`_AdeF%BeTn9bA+S@~(I{c8(IV%G`PKO-X-n51{j4DJJD;=W z0a9d(*Qr%TVdoS&3WV~L#oIC9Z~Q^+uBleNKYa;G5!S}?;Fay}u;sS}wE+VXdl$Xg zZokJFfAUa}Ab!Q^3}$mE4&P>MFqT4a_)dsjcow?N;CVTvD)y5e^=GqfEjb^`uL0fe z07Ksi)3?pyW$_{C%^YOI7|a9ejXqgwrCjmhYkz#Ram}NYb44=mj~?z-F?#Lz%J0Cf z4!z+C#@^u7*eSy9C8Ai`IdvN|;y<4_X%4}*&j)Q`D22NkLYFhyD~8J#jMsl>OnCV* z98&HV-gcC+#J?vRHBPF|H6~l0_~>mYaET*MX)u0W>$B6Dnkp*F6N&5hPrw+L2 zy)V}yHhpBb%}}aPWLvmX%J5Tz+pdQ9PC#JyWeioO-;Ms*aOq!*qyuo% z&VV&-AO2}UnITnkbktQx`_h%Q--eq$TO{+8pv63vs~a zBBP`B)47^LeRVZv1HQ>haz|Op**SxdhLTDK9g(0)KSAuwvio4TNRH#vl8&m z8ovn0#5B4I-G#^jpTNu~u|JlCy3sf!>IlqmQuyB*f3$j(YyIl94#?S8=4#Zvib#0D z_`Adk;;C!Y)YzlY3~=2{KS!sONgGA%;~amep>KL(7Kq?O(#vJTZP`P>thyaG&f%2W zDTyqwDhgcKp;(id#E5UPzh@@Mc}=eP$#_kL&j~ppebp>|%xgOt3Ziq&0r0I;_g>Hr zPLP2G!9sknFh?A7%{C#EQ>Scd8%s z+!La1LU0&}DL&7B#G6;GC)ZYc%-0z*Peb^v?efMm&*vM}Z_*&jMd74_>#r#;f0+k1 zre_*Ki0}$Zo983?F4ssQW!Am=iF99B2Lh&<4G>Ky{SYN5!3LS4Q_oZ;ZJOsW=7Xuy zc&i4f=eI>wLnK+h>Yy>NJu2LYO2SIP%+3CBWVt`Mln2k_D%?c5kP?FtWb5NogvotR zWARx_^fyQeDpk0PyI`+Rk zmh}b`rGt~nlkPfL=vQ(&8Oli<33jYrzINF&ty`&6#h+3Z8RlXnV)_gVUrOZs!W z_S@qdYb4PWN~6#_Tp}X+?66qpzjk|ao8LV!`_}daZq--73m65CBXKZJOh7~|@DC|J z0Osmxx}$hRXVQDwRi#O3A>Y0`J1C3M3-`Y)Z$xSboUolacR%?y6sl;?hZFP&OmRv& z6083Fs+q0T$iAtNw==`n%n7O+r+D%EvpF=C_5HCw?)sNWv)Gpnp6suQDy)svMJH4e zW53jUe%ad`+Vsj zEVkU%*PawfU+5+VrAo_8qi$2!maq6Y%Y!6~(bZNa*vo$eQmo8!g#F50wk%&cdR$3! zyEw6ddaYh>XnWeX;pmV4pYLlDJIN3Eg2?^O!FL?CMPlUKjN% zhHpOSoT`HX7#RO9?E?Vv4t_?&-nRlB(4;8fBzSrs)X#Jyb^LfREC@5Xm!xGTEG6?Y z`YIlY!*`6-cbcet+v?Tx?&U5Xs_I0G34ci$%#Her@8_^~xG~d3=-9A|)e z^=8A^8|O!{fnTAsj`#8nMaYNQ@}e>gDaMS?$#M6ismr|OIa)K&@ z>^SYsqOu*4&zM1z!TMz;h6np43kyz@|A7$svg@?k6iFH$e@=>%55cR#j77)L=RJIf zR&*5XjBF{)2TN|Er_X{o{a#HL;B8})HYK@zSkAo0t9R5&W=d;14LU5BEWte1Vo-J0 zopYR8`QlISUB3`)7$`*WR!)Af-5#?CM*&>C+e~aI-h44QicAiJWA9R`tclLAB|p8R z8^Z|{Z}EF@zB+AdxO#di(_@FmGWIvsv1GB(Fa7<^w9*hkwE`_2zjW!_JxyW5Owe(( z$*z9#JU0{yn5zm3X$_@Q8DCj=f?jZ^@`qZNpk{MO;VODVKGop+2D{tg3%4?vT00Oy1%foyGp_wZ4}qs+G4G4TxK;KCg$Cu(l0rv(@N8tamk(Yw`#oLVH9^>Espn6pt%{n15Tieie(rlJ_Hy-Eg5)7tje@aOEt zqSa~3@274i>#s!PEslpRdGA%zCq@))i^p%Q!dTbp}=QJ8VaJu1n< zcN^y`3U+VmBD$(xiLqWFh>xLD>x-M&Hp|f? zUr5IvI=Eno_=Mu}qhyThg%)V)@4%*`!xoAsuH$sc0oZ|pkYLS$t}*q`vgKEcJ4yOK zY?e2q|9LS*In)cZ7f8j;SH!pU+%w{Gsgj>kPwEeky@m~D{=k~!66`4TZ30wv&ZiPW z(zky*Du1+DFl*`W)-3mVbBQ7XJdBvqRem?_@Y1RnR`jaVsuWK4KJ$TFlIeNXnd0NO zu!-kR8HING6Hg|8?(>+9YIt84*lD#m*##i^sb+H1s4bI~J$n59(?sH9bk}U*z2?1# zPqu6GXLPxA)rRkBvr7HVvD}$d$!%o_D@Cn%hD z(ZsyRBL=8EYnX@cdtICiPMj4)mu8!ah*jOvsPGBivJ8{(;|ewZXg86UJtsf)>NLB$-uHrpbSgDEsmGoiY9|nQ4u5Pb3&@6(uLK0cPEm_vxI^bC zj3Bb4{4;oH@7%Q{sn?H-n5}aj-hN@V<(qSS6GOSS>+$OR?x>{7S(ibGZ{8>oHW)uD zIgu%JX(>9GE^}E-?npC?6FI2JDcEuPgJ#O^t?(tcWz%waVQgq=fOUpoS@@b^@^6`` zgISbt%Wl>w*ys1eDg;bg967FFi^mSQ_M9v|nK+^1ZaUFJup$#W%(W=E;6aQi)A;~> zIX5cb#VF`UQ6s(SG||PYE+a6YX+?DPe0aW|KTPvVKmBSg%Zx!}31p=vOVP3)S_FDUwe@K)chTK^HK>Xo!Vvp zm?o57b?0|q419msd`Ey-DvQ1bo2VvfMNfw}a7ot)R$h;!FeYQhYZbnPUClm4SAFv0 z47)22z&PDqlHMb9srxRsdBGD?0|4RkUX?1!&F zzQwIPf*5T752s>{n@tG7A}(@#ifZ=PsaNd;O+j>}Pj%|Ak>}qjahA8hDaGvuVj)uj zU;@^xK~d8K!1P5)B>*5(2ilgW!tN}*c5VZI*MW{V4f0@5UwHGpJ6c{kIrf?iDu6*E zV8EBD30{5~FdwO0% zDYj)m`tYm4D26ibLk4#p!pzqt7)dK@z{}a1W5nP0 zD%Blyyw!A2g5B&%_lb!&ETD$wy-Pa2Yps_S(1>|KfP+07`TOYOCjpDR=O6b9QuqVz zeVgql6o{muby!q(ATGiMR*M(Zsq?sQDLobObh1HH1&f7wfC%ah79;M0)+hz{IbGs)+cM*RF82a0CqEWWD; z6x7%jR-Kz-veP%1E&A9$4HXBgy`%jv!;Xh4@h&tnRDylA45C6lpH z0-U_K`e&r+Z%crKa`H?$`IDahj41lfbGnztFI84y42(jqZ)*lQko$8<7=KI4RQL78 z{E^~6kd1lx;z$wWIA6s_x?uipZ#oL-#j>DLO{ZwOO!(XTLOgY;$^q|yClVuk+c0{z zlZ>51dtmMl+nwvxXzjQ@T`4jx64W0p`kT=B_ObNBa9^7Jcs}AckP~tdGla1zd4hJg z1o+qNECifZ5x`y~`Rnm6)IE@Rqz+X^=R4V9OayvnH@hBq=qYOm{{oEqECJ`|a6-}H z!1kbLZ8T-_UH?T9hBf{#mT*f9{4whc3ck!pza-y4jnSs4 zm5ssBg7fzX-9H$GMrU8+WFL+O%;@1csX%2?|z_aG}B`Hh$~xwdI9olbP|Y0 z;gN6P(h!fn@0-mF@5Nm83 zVu?|+WE^ZBVEP)e8!y|f$$_;vruco|YJlY^(O^)VcL%NBd+tu-re2Xx zZmmrFh`!7wQ!=L%ukDbq6JH~v_U z;gAp)iHXx$$jmC1-yZ@98wv1@NIbICtAd4uK~>ga6)0WXyX)~r27XF$^ax?yGM+7d zH+*Koneg=)v#Yc3UtECflNAy99l(pwdBQ?WlZG>=gi&`Zn`s`(Ra?z-#@RJomJR zNv+l|Tv2d00psBlM?T;uYoxJw)GrAP)T*jN*jZgn>Eu z0}LX(4`0g^*M0B1jIIihoJG|b%hk8x^u47Y`!95=+VaHRu|Ej#BrNIAr+0wYi4w*B zAP&pPtPXvZxzoFPnh7J65|}aXahJYy0^!PUEh(~pE(0kCC`FF$uLfpC=rM$@Gz$&Y zw*={%GUTIGe3z7}BblaZtyLwPka`nBE4qQOyPGKcEU~0n?NK*-Hy)4RHG4rFLf3In zFz0GPQiADMl3?nrLQtkpf*O6A7HE3$*c=rHy+1Hi8sQR~*EA}T6@(0@6O}>~onVcO z)8%Zs&CB%wE_&C2kmx~{Dshl7bdhsg#^gbP#ZJKuT_FVv>GBOu(4trSlmbeWo*Tmc z6MyW&{MGT+pQeBPKUJ>svx>x#2__l)9PkS3!A?AZE5H^6??dB)r;=PYzEgG7RfY14 z8Vj&tbW70&_#ct4O}dCKdcdenbrzxo=om19Ti|O8FzyGBp&^7pfFdzeyewec>>}O& z+XtM8A?|G=RjV&M2~$l3ytfN>NX1Anu_=5Q&12G(*nSkLxhq7m{oz{CM#<@t%2dKo zg+`(gEQ}X;D6zr92kaWa28toeFk397+w>|VWQivDQtVgN=Ez+v5qUUW> zeLq7mGJm>1CgqE*Y9oXA_dJkqHJdia91b{x?BCS+m?Q537h7 z`_tRfu!P{Bq(Bo&m-vFcTJB^vR;qWY+6z2Ka%ceKAO_gBQ{!g$d@cz(xqK}Ymx9-TdEDk!`&_l9-2qb5(4nht;HT_?Fg_r ziB2B6Qz%0oeZ}3Mlrc?8&&T)ltNh?UI$iZ}4?gF8xN5~WrX?5ygfJz8K8HR`oJRDv z{M*{f9jSV>0MSbk{SjA~YG@w$X^y05+xzhDWdHI=&05c6bGS&pA+-Yv7@A&rxPkE# z2)tYu`i??5kp5}Kz+d9C&rRF#${goGz_$csIfsgW!DT$EUx{(bcWwH81@>90V9pfy zZ%+WmjU*5y``pzr#11+KxvN==c=>}VkPEf}Y%{JB-0nxAq*OZiWLxCv{T3Z zsuiz)LtG_uh#j;aO=0rkzrzecpm;V+k=3u1X^1N4IzvuKP8rEG--%KJgpE{f5F`@^ zkN%(K7CvYWxM=l$G5g2riy{f4S zwYvZU=Qx;#yyoKZ2a7ytFX`Y@rT*IB+V=I5{A)h4u|5}#yWoo;MhX&hPC%~i>dS|_%yU2u1t^*L}0N4 zEy=S2XGt5hJNL)4?x^<;@QI5K(NlJZ-;t>Hz{OebR!fiF0E%N8WRZIG127m%L&B@m z&j%jAq{wd{d84i*O{b226kE!SNBu?yDcQ40X2C0x?#v2uDV!dYP!Mmiiii%rt~40?mNhfHtN#z6@EPB}cM8C>;& z(?TYg4sD(d`*J&mz1?XJUn%hu-fpkRfC$mf!=qu>Vb`FoX0@ZSlr6Mm_#WEna?=3e zzmi7)W+L)ro9LOZTh$^y5-JZZ6f^pbU6okobDQ5)_E&&VMCa#Tb@r4Q=f%(OYltOv zhU1RfUkvrn<3`>SP?7(Ln4tF!H$Ca`<4}Yp2J65VHcl>rb4$7zTiiBe{4qoVfLH{~ zF>(Q_a?rjufYP@h9{5J4z!VitU>O8G07cHAnfCE~5FuVS!EgjD2p6ZN43vLXt@c^cDmN2E4`Fx7lGB_f*qpNy;{5IqHT6El%w^KJF znQshILplNA4cy3I7flJfj>g&h7r>_Sva4=%5t}g%3P@592Ab>HOJ)cbNu4gxVEK#%PtV~tT!g33_iI;iWI><*q|(%^`#`|OJu#P$7ku0<}l=@Z2o z_yuDztK@K))=E&iH0op|+amnq7f!SWP><5Uwx4v*!ND%!(}n*EYWfcjj%ry!(t*RK z=`2f-`DVQ#ga~n~dG#Crnh@7kv(vX)TVZzam}oNuSLr1nUZi$$RiitAwP2G$PbKiz z_hdsVVBl8`;Kwh0gPw=RD`R@B6cE=b4CMN$!q&{yes{sO$a-2}?^(k9eWp|5pTC z6T?Lw8_PDnABus z;XV523*E&?tp~Q1-g9rnoZ9ED_~)-u2;oJ`EP86oc7Ik=smSm%F)Oea{lz}_>zwWG zl#ACpI)0y6g4!b?r@1vkcrs*RT#0Xm#UPrHaTIVSk@mlnheD27KtFn|BtUYg-bGpv zOVmiO5s|RK3WR5w5idn^8y-DRq%Cc9z9eqr%-uakBR!DaIM8Y-`YP~9R!!|$@k>#{ zi)Pk!?p9*k^l@^Mj?LUGljG`Hy8M_3<-VlnYd7F)doJV6F^v!dftiNd8UBHv43~*( z!Ox4VB6*%`ehFQ{{(ejR*BPZ)h`f-XC3^b)c}|9u#tR6R_|G-u$6=&o$Dp=~;&i%& zod5g{8YA^eiK2BAhyJ%SL9k*JE19?w#p|W<*5B_}twzWRTTlDFRd;C9y4t}=!EdG* z(6o!gdr*z$K)7}jLIEzifzsp_B(V+NJJ(qbdSVcA9_-GNzSY}V+7CNc-gN8e>h{PP zq>E}7abMEN#T0C^MnIz)dH;Nu1`rU#qt7btzy!whz0tCg7dEYmlFvg2YPHIRlZ9BU zHwyl97-SE2B_BJxE_mv0UH#e+gFBW&Nn5ZJA1?Ituv5!XB&s3PAHbo}rof~2u!Cxq zo9K)qMhsG}UVK$vl-}6|RkPf+F9#lz*vx+Rgz)3&nwc)HS3`yU03*&{KmL(__r@f% zu<;-?%(t&o{=@`)d1KW4e)+~W%;8AwtcC4#rw;*{gRGRHsD$B}$sy?1?zgbpFea`> z+&b1FoDi?W+-vbd>(#FAtptJx?_f!eAPA}nkpaFaz&4))m znr|Y!lSm$yM}C6cKl70cD*PQunpZ)3z)OlAh4!!z3edaVmJ@L`v+i(h<{(dwaA6c& zrt_fPD1&>oM{rzWxkM;rd%n!P+}CjSqD~7J%4Th9pSznSmE!{QA;V-z-cEr7!oof5 zTsNN_2U5Go0VLq!s)4KLCGJ3*iki@W3DD^rMDCTqNmL#HqFtt$%lbW%5hDw!x;aNL z&_f_f6cP^qQhodx05BK_{Xx3$(Rxn4@(E{p>k7@i5o(lnjW;>EwQ>SrB2yr1*}I=q_m_$80d6XUwe zBE4OP32KEHr#_3qp?Q7PwL98s7%$c(7vzL1Cif`A#kNu5rRQeB^AmW zoVUd+N)v*q7rrbj2$7(ih+jZbv;jtYhoJd`^Fn3Gq>wHZLSlOutH%Jz3-S0LAA{G7 z0_h8y{AT;RGI@T!6FIO|u1n&29IY9IKcNBcnrT0}QB&Qv=j(&m&wQX zeZHUN7G;V4c{`hvNlU$cn5uEV&k4zQuiStfx7#fD$C;y)HmizF3O=5;GCqeY9$@13 zEedoWsS$8_k*t1`jMy%S($&|~O9?K)(YL)~Hc?XdKKyH;vbuO?9B3c^s^@PL!nH_f z>ACy7^bM$qc#^Lt$2FIEi03ey>AzB&xn+x*PO2xN3x48Ba+iYDC9f}hhdqHg-yqkt z*>a?WXTmn+JD|MJ#^=B&;0o(}XJV~eO!)l5g+32`YT zt&A@6p2s_x(~A=^d>Ny~^TTC5)u9J?VJYw3(6*bX3j}X2sbA{*Ba?VRvP4Y=57`@h z*DwnLvg%jqQ)Tj=IpQWL-m!4^J99eRI~ye)nS2Cx2O2x=YZS)%ofblkcw8VDV`f`} zV=~z@Ld6yai^xMDVc7S!{Hr&c0&l3TZypwQw6f-b@?#7!&Y1?iW^9g^3=>EUg%J2d zOlrb}jI3I1M5mk-OH%V!VP)au{gzlONISMH3DmDIEQpe7;jtJY^y2VcPO*-@lTU#CjZ z0>wuw|2fj`wVBJ-{%o{Om!IocqTy8Fn}qNUbO*Zg@x!Wbhj3R-e+E!|LkFHuL_0l8 z5O&qms(rp7xjDt(L>??u<4*OmW&;&t(b0q-R;mvRUpp#SLvfu~IVbej?v;iDHoQt3 z$5VLv4e7nM;t3hs_M1^q<}C8zHB`EgQLynsW?=p$`nsP<;1O9@R+U@l`z$u!8xXJ2 zqM%S|gDQIHdr#YfM%A2p$5~~8D)R3xm6o@e>O9_=UphJj=~MF_aV|e?rYGlQJuG!U z$rb3bky)?iy{i|Z^&v_KVQf%>wmAI4nAuN^&1S=KFN`;<-Uq8QBSkzZ_gDo^&H>E4 zND#)}sQG}d)#Dd$*L7-!V$kK+aX`^;CLw_*a+i!zYN(w4Y~Nvx9f_>(Y9rQVQ0heE zlLYW;HOt)NGVKE+xYKUAh00da$r`9jyrpU_7Q}OdWbtaIz|=d$mDB;USzsVr!}t{m zI{9deZYq1h{3{i_&Rxn6$I07SIMLz9`D>jnTz=pWY3&?*I_bJq`_cMA8d_&N;$PAZ zOYPIZY7}5<-&Q+HMlQA*QXO>y*_hp%m$W7}6#js%x{p89s>IL#X6EQ|36$bQw^E?GdP2w>00vq{jUbhe{YQnLa5l=r;KX~Src z!^o_|=x``8C7P$FP`tbK8+GDjEVfGSzIO51rjwPYsxQ60+nl&S+sUgOgv}gb<&D@y zvNlUr^t^>g_R-hNtP;4lx*U~aX4A9lH*yXIAHZWoh$6C>a3&H`w`@FnL?Mk;P1vtc zk>&Dg{|hxdO1Na}yLNgIdBgGK`{>12k1tAA)mgAFfVW2ZijiaEgZ>x43jhj`GZ^$bI`D$h=0-jBqf`= zeMikZG4@$d+kygif1$H^akq0Lm&ZyW8n5V3jw$``tMbebt>a$0^g=8DLLVAMA5q9e ztT~8kPUOcl2%>G44I*4=ig!*eyUcc9(Eh~sst7kRF?+`-aBoT*#2$Qen-Qt9A-&wA zkAfdG$0wio?WLQLo(TW4UaA&d=1r zy!%Qcwzp{T$r|8yz(KW#*71^x*f1ww@(E5=Y^0NZE_gT$JDY7ViOZ2&{SNP>6 z?H(l~8*X^I>|du`UoME%ZV@H6`wf&Y#Zu%6_oGq!BMN24TC>?|gSUJG{lCvbcxFJ) ztBI$0BmV2b*6Vx1Bd2I34KTgZI831a*xPS6%~|6u3_a*r8_Uq1dm&s_m5%R*UGb$m zlAUtq8itDc2|b6y%2JOEf@Y>%t<-LhXL3pT=9B$5=j;yrK~SJ>4<1FlBsupV*#q$Ba<+mri;xZxD5sv zq0QfXi=w>4MBvGaoB)JdJ1Fd-pmrQ4Bck1K_K~_T_-^Jw4xG6|Hlded#$y$oloAu3 zu5{s5z?4AWQCHLuC32OsBlu6~1u5Zb_%y4ycuZ5)S zt=`i|U%s21E$=30z5OBFdV4YXL|DB|NJYj2mV8FeGD4R8c1^%>aBa1ITZ`2fCiJck zfatUslXuC?a)zjZ>z?=#YIiL5$=h{&YNc-?K2?;;GtI%#VyJ9*}u=Me(8l~ z{)Jw&O;XDT6YnoSS07Vt=Cp{%R0k7SVKb5v56}nvvJy5m;qGs$+-4u(A1MYEuvVW4 zFq0P0Bzq!LPxYbsa_-Qx5&-3M0rYA2#L-;MlfGGR>d~xw`jE{ny8-I+pf{acR zB7$BgOmcqX1x?!FQNms+lR>{v1(SlVS!PLjm@nM-`QA+sf}#y5rL+%4Bn7F@nxheL?vG z(~Hl8C;RdgQsFD02VoZ_fK%nc99ZoYHz33f&ma1Mr{EqL0tucFw+m54C^-O)N?#^O z{sP0hDGW<)pF6It(mn;|AYiV=|2`}kl~@9klRp@6a#X`q)M=%h+fV>t6lV+^V%ZlL zt4ul&UdCc|$2L7+al~0zY2xA@>}j_I827X|gi@yoXi{!zJ3<)oHte9VyxipltwH8n z46)@LGAu*h%3mfCH&ZcjHVgI!zmb#EO~-&Rp1OD*$Jp&-aZ z5Ac?k=05c5dM0Hi1*Kp?9Hmx)JRbkOoj}O=%9@!Z_ztSIdXSL~MDVMH>~6e8U2lin z(8I&8_<}Koyy#{Tq%rFLd@f7S>EJ+X72TS&Y%vu*cOfzzH}9+(bY~wei=Kf1^@DZm zC&Nu0%Zzy>lE65l({crc*TKnbuXgtIa3GEm7>x>_B=llQ^Xl5&Ca$X)8qysU7QUE@ zsuqdyN}sc#oIjkIoLm_9f}It0c~e{D`b?UL#o>!@s#th}G@8B~>B>S#I*BcUdA~AZ8j7v(&bUTcU+kwq~v&NjVSPaDcWFm!o7&Zy(#nAH%Su3b( z()jV!(g#iGJ*A-;l_*`-g<4MT>rJowQy(V^fhVOd=FnG*9N2t;wuw|5tg83hF>m+h zdAhTK88@J%Z^WGz!LyMVrS+Odez!;u=1?eun zp=p_xS?_*TzPl2C{d&6b^m0D=oquh3FFI+SKwImMXYMXG$V>$7gC<|^U1ldU|arCkHx%UCb8T7xGKogsA7D?@lI!<6KWB_$hM{K_3$xJ?PjW4UvH_RI?9EX3l)D08xoqL(}u{@ z3h}Bm7fEHYf_tc@W5Ju=kAt`FuU~Gf6P(_>esP(dyIJ6HYmy!#L3Ah245pa#JHlBh z6S0Xk9DoI+D^aOjg)ktrtuS^mJv-YBFiSY5_YVoCM=JK;rxtqnW*&m&xXT+=9t>;4 z;TmMRuIX|**beg6u#sS;6g2t$W_tT?Sd`3Dlv!pUVXBcyy2j|O)uK}| z!zM}1l-lHO^A6()-L0D>OyW-v@3cixyKT5-vNzf9>axj!G_SATH*Kw+y6kgaBAj=h z${#3dm>@>Ba%o3Fbu{-<^&0 zwEo}frE$y^_{tJZp`-9^Y|355jY}91TdC4Wl%oNpys)OZATW? z1|x|i7WRI4S_KBL&wE!5v#`!siz;X-}dA}H0R+GAk`6& z1v=yb3f@o?3R<=U4>mx3qW^1WEy;snrWr7Lch5CFoL~*CbOQjhNKOF~^#5uDI93KC z$f*uEYIu_s?Llx1HfNT<3WSlyZzu-lw>YlB0yNq6tsmHdnWrusVLR`de8r4*Hrg$X z_T@H(vsHgcL9QL&DbJ$7TS4Z*c~3a}SHEhn&-X`tl*_Gf=qHG;U*3%XkuQB?Q(Ezs z#-$*W;t%%?eryYhGQT5`u(CR~e>r6OQj~af>^qR!hYL~;gYGmy)VvsNd<;Kx8Qb^+ z`=j7zt*oPo+>u}Lha|XCE3z3a*oJPZ)|cr2kaM2+76zB=8q?>cz)K5v3wFEx6h2c7 zC~tDIzQDcJN|G)+AhDA+C>@o|UueL{E zhz1y?OeUyFdE760P$%~AZU%Bs-7G>g(~uus~#Pr*D&Xw>y( zl;3j@u$NeisOd9zi`N$;DL$!@E1EUl3T zuyS#U1lRZT18U z(wbd|Z`#jmXS)1!JRA8qGLd;Xj30Bb_V{h`kDIq#_(sFsj$E`pN2OS0`WV&@<_py< z3>k)`S*e&nK1t^HGIevcMdcQp@O$PZjG3?&)O#)JDgQpENeE`Q086}!-#Hu~ea z6;Eeq+Q4v21Ub)xO~sRp;b%yKW5>_Ti=0MKYikvgpid`EW?QGp<4I~KAVu?5b@R4p z4UeB!DWgEHh}76;8)9FEP2cbvHJdd;IOf9hX!0u z9{5vO5dIW{hF$`C5JVGLdtrc=Q_6{?FaN~bc_qidX;$bcn3kXkQuLowL#F=eH`R_N zAlSOGVfxl8r0lw{;GdW8&|fe1e{M`hEelU0RTg2CWcH2ThP7noFy^^II{7;AhZbM)r2(IlkIq}Jsd3ruRUqivq~&C&DaU>(iiS0b>{ zbm2x4jCxMe$f)qr&;u;3NrxL7y*m|Vk{eWI((*H9En#L-GI$&^FYn6 za<(z|`u{PZPxqL^gdR=Dp@H1S)lm}rNhbb zBsk$AfM-jr9{{4j#E3m{?(EsWzRw`{F@GAmTiinLISZjgFXi-rZ9Gd89^z! zVFj55e4Ay1;Uns4OO2*1kRp2{1jEiS@OvWQnF)}r?dZ@_{7bqH!||Oh`67B*Q(SU5 zzf#2V>NbRayFn!GI&gyBvKv&km9*?fUi3iuxxZW-PCY5KSqOaSt1=Tlg&qKKhN0m( zSTI+%q`yXeROaG|jgu=4C!oV@0PUwaP@rxQL-RGdbql$mjK~F@s8mrbWaE{MQ`wqgzN`;`R56Gzuy2Ezi0GF0l%6+k zLUirW-|UW1Us?5NKLj_&!w4L2->O3*Qc%U+JQYY zf>~C}xsWib5jp8KSC*LWMV6D!{~rT;U$0gFQy$Eep7X33Q}6h7cf^|blE&0g9#5{ z%sGH@5Kpurq5YUqgzfHQ=4God}n$^>au7ku(E%{BxcoH z1UBm8x4{~791u|P3iqb+l*x>kXPNDE@!Nm}qi5bSr%(~ZDB&obO>XjMerj~_*p}hH z5D}?-d7n1=UU2VSd~0Lbjy#$6wE4>q&|)*jvD7h_HjjuvvK`u(A8iBaF;yz+JHkrh zPC2dj{YzhH7Q)CCkb3vb!z19)iuKmwe+{?7Feua|dk*_iIp}zcUMbzu;&>AElwk9DD2-x_XweBhBTGs7+p;E!n>3Kp!9oTk zbs>y?W{6F|#12-A)w1UOO@q`h4WuJaBN{!G9BmlyBhQdqj|vn@$u4^D?-WEILJB=M znYxG)#ii}{7691 z?tN()+5fD%<3|9d|L_by@aJ*7B$})8@asBcIQM&wb zELY^?L_BA&AnI-O!3BnYd>CK+d7;jg{DoTs;h&AjLwd6Be5*AxM(%=t-$M(E?B1bn zRMm_BOD)?^&#QD2dBDNefsC8CZn=TyQ#NGV9{~rmZ&x2X@9n#{uIi5)FpFd&x};Z` zCdeFg)wh~=AKEt>xU5y-@5LN9)u-NY-^JKU`CW#_nf@h{^sk;8U)N9HR(qajTsd}W zPy2l1yzIba$DCH2{wZXhjrjM2t6_>LWF%ht)NG`i#9IRXtnRIuuGAP{h1CFsxCOkv z+kRxLaz?~Bs=~HTbQkLD`T9Kwz?*}|%l)rlK3YN@%|5)B@O4*Og4keaza8xH)7@Y} zx#DU?K&kj<{-NF#N7a4q?=|@ta7V0Edy+g$LoW&=17lHe{n_<*>fqaCA`>w?a-bMKbBAih=K(`ks_j^`ngaW1@l$IJ{sc` zeLkZE?9DR7Ps1tIw)~%S}sm`h^b=kCB10E8OWXJ5{v@riNM-r@b?f zqZ@ENb!23Jkk@xij_UM13K_D-I@x5kNGQ5DVO z7K`^bN<*y50>1u2w~9P`{3`J!$Cz37l8^@My)N1EXF8K}^YgbKx2dhRK)6@y+)gQy z_qNb^kHGliYyQ+1V!w$3WoPX2=p z9ashmi=PB}M}*9m@F=8ah}zu5DO|?pug(s5QEA?_YrukZ-f_3_-mVFE6kl%Bg^TYcd4kTZ+Vll%8nzzcnE3v}VM8 zLKwThE_`=vQ{zcszQ%<_q+Ib*`#_{A+)XV*gtfq7L5@tn|L8u;b^X> zeA#ZLP)Is7h;T;+tJZ*Moqzieb7T%xd@1^D?YI-Pm9oB5ClTa*UNL}TOYr7DxSd(} z+Ihh3kOqr+<^#meN@$UCw-r&4Ksn5ZqI`%#Y*QWpJEOZDJz&sbDMymydKxMukJ|5K z1Dt2~WL7XYHIj~0eoHgG8u)^nOc|=Nkxx(LQC`|$4i*)W6N7+ zK03pq2ol^8ua8Yd(j#ad7r>5jBA+X1BspDpTSIQc&Ty8zSIX|AwITpqp3K>lae2%| z)?yW6HLzj>JdsG2LTPTp^B#sGmYN}xr<{X^_9opemI%y0q{|ng1qghNu$A(WGk0u{ z1+6?|pKemRyQofqWpiE)0v<@Y{PM%{P_xz#mTxZrTyp^ZAdQ@$iw}f(1em z;2>YJ;&K(8n4E%?x6GM!cnhx#S*v^0CPAuqb*pOaF(Wf;!PTz{^8xrQ!pGz?rCB3B zyUwd9ygtr+c#zguv~L9+<9N#Wsp~@J_h9EiAeG)FNP3q0?B^kWm(=HKFim@2R?cfx zif^Z?Z3%WJrq~K3>|1H$W@j$frrf@FB14^M>rK+>gYt;t;IO=ZUM~kkJuC}-;=cP~ zS8&yAl4`^hMZ(*PtHm`Wp%LQ>l|QLj2GnuBQ&tyt7MEzxd|=;|evhMHqecxB!7=t! zi=Unf=9Nd`McZ)WrG3g#N6FAGMWMKtQ@z<1N1dHM_Ol7jv2!2xuvEZmAS^PV}vGrI^fn9HEJHuL3g?)J6rM0%wj)y3lUO^vYQ?X&fu$ z+x%c-WaDDpg!2LT1X*iK8||)rVL2l5HmPb8)`@6ei)Czeq;aNj^0iud;(fg!w3YOE zv15%l5=c1qP||sVtl0*Dk;8qqvBA}B3i5C6opp$tT`zSP+cr~TM;Fj$QQVPL7Y&9r zib7Y8n7-Xpp^Tdyr*-cb*dwy<=&$T_o&GQkG&qsw zkk>h>Zv_TJ)WACUCG;(LgG(VQ%owOWxhm%5E+1j_Ykx~UO!2LeXHjh!XkyxyOIOqK zguD?$&m(tPzK?0L zxR(#4GfUGrv9elwI*T+46G}SW=ap(X;+F3}cUQ?8!i@U>G3G1AIi-0NpDAxGcvj@T zFhQY60+rBl<7#;(&+AnTrPQw&-k{iEX=dlB5rkgnLNkWHb}b~Qq91&7=gPy@R;E30 zm<2T*u#;oc2}2wfWPSbrSe3lzl0t}dUq6F9+UVPpAH2J}4|jR}(PbolNuiDOvXNF+ zv3C0|oHap{QI2Ycn<@j{>$v{6XYGm{15x@MCDI22ejt>|dyZm%uSsIh*9}j3V*3h5 zPut5w;`K;=oSo=bdDqR2;JvL`8I^={T&~s90a^>q0ZTb7g~;%u5c(?SU(Xs<=*if* zJD*fKJya(w6aO;Z?erq{DlCyUW-noheL_l;ZbVqcH-4RR46(Y%xfa#( z28_}Y5=vo_fizlhPP!^Pli7)hIWLI zZXJZLiDc*m<=0-u33D$2vn?7>`DwVl=oI)3x;dBg-pBjKTqggvojGTVZR_}7 z)IJ%*K^M|?0e$Ex(5;mo4|O+Bs*6R3ysy#X<9aW6wsDBEh!l+F=CsGBO)FYn`+xY$)Dwhyzd#X)_EhX4)Lip);SW}SPzRBiK)h#KvydK=&IGKo zr!ZrL{4PK)wxI_K4m&sz*An2g0L9;2K71fImxUf3aB}17koIApH#4ZaXPXE)?dE-N&dZc-FZ_TR7x3yxvm~20^ zp-n@KTKY&TgX((xir^rhtfNf?)e^@{WJ>~0z&UY*p<7&Clk(2~ol@8yb%)bh;OtKK zOWvhsh}Cz^O(_4zr-%E`x7FE}dad!)-@dVoPVkLcxr1*kKpT8xJ!=!+B3WID7y@0@ zXrvS+AAcA#;U;v(X;Q*F<7X)PIOG;6)KB6gAIXdf>Vob>`tiipqr0=Yq z{XkxCu*T_f_D9FAyEo%$gLl=J@s8=N2q>-J`5lRmgceN4<_XpCdjrWQ2adTcFX1N} ziQ|=oJ4Sn(lMEsEClpWz7M&PWrR0gX3V;u@p^5&Ax8#)LR?q(1sd(j|D^UKuQ(Z=L zqkqf!y$wZ7dXTsN!y7fi+_H8-eR=7-K4Y!%Bx`odA9KBVIM(bQeSBA&&rWON7O(o_ z59hK#GzkAS7Nb|Z|8O69A|fo$mD!Jf{Hz0ragmNo`x!F-ouQmiL&!us#1{57|M$-{ z=tvXSSk4|7mx%cp_AA*=I*NpZK1@$b-SS7+sLJL2RNsH}fC7e2Gg&okPnL^Qu;|=t z{`zcE=Px+7iM5jmNVjO>?tVakA(k3%n=Y~Q-_DMUDm zL%g#-=wmDeWuEj$HOBhIh{42$h?X#*PBO0=2ny~2`A2??CFv*i0f$GwHp3&N?#PLp zB7dG?Fyaky1Jk$9KDsSq%}d^zYn@my=8DP_Xvq=2Q0|>$fFeSd76fXG+F-OPCTIEP zNwEoPP7ZDK`8fVt6I$ThNgg8;n5(!6_NK16C5&z3F3abYD(m%n&k$A%4RqM)*(5|?{8AN3S(BG80mx1Epr2uar|}E zI+sno08|*NibB6APrBp4BH+6P+g8wA`_8GVVQPio$(%APl|Rmz(tl6=-emkpx#zp^ z_5xs&O+gPc6&eDKtdLgrsalBb7O^|)^%N{kJx_LOJ{bG@-WL@-uE7hd$YigO35O7^ zPhKHgl%CXnJ#8Z9ZSgW0SJ6ChkV_})1Z`yK=jT;?!3 z)jpx$SbB8A>vaXIwzhWHofOkIR*v8cuaos6iv;C)x6_>p&!$&Cd{T*Ebk0D=JI^rv zH0jS=SAM+XaHw#++!4}gtv5o)HOU2=4c`abO*iJGcE9B-Gt3qY-1lhw9NEkX-L}%t zBNv&@NFs6=ig~-&Y7~D74 zoyIt_?8d_)GFc3djG#CeJU8#{f882i2$>E;G1QXwO|st_zp3EAQ`AD(L4zt^eaLOg z+cyj=O^fid(i0Q*FxrTWt6jv)jEKT+rskCC_jMAq^LuKh?IX@@9Xef7*PO(7(UFCa zEy6^gLA#BJ(Vh9>l%!g6C$fwB%r_F|O)Q|wr+^UfTwj)S``r+9pp*|job@YvO++De1e-jcymvT%)dVm5VNpNn*o3Z@_U-kYGy zM@}*2Ueg?**mIBc*?H>QVRFj;MAUK;AIcJqA9>1@qoAu1HqPTAp17~gCyDiRRMgRr zmLZ@NMZ2Lo!YmKzw6KsNiG0^WzItdz)1^EGyTAzHcFUnX@)5#!jd}rDcDWVv+NF_u zninma&bx3FW#6}l&B(;~%;=17cN4ui>#xPs7@-yKCt}(>K8x9Z(L`h9oSRbuVV6th z60Jl`6I}N-!bUm82Wg!L4-uGi2bo^T7R@K` zdcC`^Ehgj;&UE|$dS8|iI^e#Sm72WD#Vr`_4jW3#t=vfWqMcgwj)E^W|M1L4sH=M*RFJs69P3#vf1@>4`;NO$g#&!9U!`r()N`Ea{v( z$nEx4o{>`~7sKn4gF#KzjpXQx32}e$)EK^LKZ$bF5IUP#dW5j{zz9vwIWS?n_yo($ zX_AXE^sMmgZ1(;YWqOIZ?WTM8Ar$YmYszF_*g3Ux2RphhUJ0K3s&b1_ zx2ZO<a*1!XY8M4N}=-plrQ;kUHY!A?|ihjRyyZ3H*nDGPR{z z>tOrO=M46D%ZlCeo-*>p0BJ^$B3oQz8M^5;P89}P7exQKC=VZ)dHgCw&gw}pGxG*9Me6p za}HHSG~h<%dU+tHBDs_i>k9yd?qOzVJscfVvk(A@LZ-Db&JVPcQDP^=28v(=&1nyq89 zF&gq|IdWKrqHJ-<5D{NU^fG-hr&76R#}jevD?{yrxWW*!YK{17S80a^^wNjZ0D4$4wi2(uuMga!)=;4Hggw862kgvqX48@)G1+qr<5jdE{pz2aj`? z+#~R{u@Hn$5i*6g-=uQJ=tpu`F&bv+KeBTBnwYqB+ovLE`zIZrVAiFGhR5vkZ3(ES z3a3yOMV}S2?mOKeV`%wgY_i=Pe$-G0W4a!qK4?kCH~H8SW!REr$WbD zKdbmMANVCO{LoE0j&fhVK~!D$^L<0#+pLjmfa#v_ismzXfaOY@3?lm^h9A6EFAy9t z^!wsmB*MjsYO$FJr|XL~eQi*{N5|pD-z1-((x|xnsr9YAL)PZRLArgffb^V$sk8Q? zxtsqhgD1d$4hhqUy-DL=fg!GEM1A??YOyD_AEP-7AvLdRm2odypLV@|zep*3q{8}+ zXh_uhypFAK(~e`vh85n6fjfSK&>(W*a%bR|p4)!46plj5>Zv7YviUc6&b%&BYP-fk zR{3BVmAFLB%&9)&r`^IOeY2*R*C&Rh^+MmtaLZ{W1u`ylw0CgKQ)cuJaGN&Y=>L&5 z418(vb4pvT_o~h}(wg18o@}r+Omdk#|6CLKs-;qftKjktRPe?n`k zEgx#=o{~fG;3ajn$P9+IKG3$HC5_~Z+JmWm^B$f%@#uM+vJ(|48J>dsSwy5@6+N=Z zxP*<2ei(O8voQP`6`|o9#MzvUy;vKwy`Nz;%1`d=6DB*e=PBb;^fCVH*Y8Wsx7kHo zh3*|dzaBhH&39}RHu+8|qqQ-i0xhjm(T|+GN21x#KRyG2H6)-SAkfP4=@D18ki+(> zl(LZ1!RJ)7e#?iSQ}!{}*1MvEQLS7}6DP-yq93+78uhewQsUTE(d}qb(#1Q^+vvR9 zBd3^k_$@IQ2F1UslJ|agvCj7ytnjSHslOwb9^gri+A>zOiuWeVX@7)s8?8HMNkuV1 z5O;_k+T!Y;Z0kM8+?L{@`AsSjHx z?N`9FGNico0~Jr>%|Otx{4BAP>!Bh4CQczYHABRhAa(ecBXz5NK~;V{tN#rug7@J- zovez3^p9e^7k`2Jr|!P>xuRL4I~HJh*4R&)D8(ykekt}kbF<{&A>4h>c*vo3k5;9s zCD%czVm6ECc;Y4w(;Fq;s!nk4^cXwLU_>hGI;az9u%BVs%yr+lspB~%{q~tEAF+Eq9l--S^F@W>JL(~H5M4nR@^BZxSId{Q%o&l*ZF_-hdZjG XON-~yKAiF;f&cWhjkWG-IN|>nf_7JL literal 0 HcmV?d00001