From cf4783af03b115b63e907f3b8acf4377c89528d8 Mon Sep 17 00:00:00 2001 From: Zilong-Li Date: Thu, 10 Oct 2024 09:48:39 +0200 Subject: [PATCH] tidyup --- PCAone.pdf | Bin 336012 -> 338352 bytes README.org | 10 +++-- misc/bgen-concat.py | 31 -------------- misc/bgen-permute.py | 39 ------------------ scripts/calc_decay_bin.R | 2 +- .../parse_ld_matrix.R | 0 {misc => scripts}/plot-loadings.R | 0 7 files changed, 8 insertions(+), 74 deletions(-) delete mode 100644 misc/bgen-concat.py delete mode 100644 misc/bgen-permute.py rename misc/adjusted-ld.R => scripts/parse_ld_matrix.R (100%) rename {misc => scripts}/plot-loadings.R (100%) diff --git a/PCAone.pdf b/PCAone.pdf index f5d06c6e6a87a8f2fda1e49851fa57f0c363e602..6eacae24280f9f577c83ec1635ddd32d7e2e90e0 100644 GIT binary patch delta 52958 zcmY(qQ*fY7)GZv_nAo;$+qP{xPc(5Rnb@A#wr!ge+nnHkzwbX6=Tz;rYj;&&^~LJ7 zd#{e|$EaJxNZ!?<3I@#DYMD!jCMa*%unY$Mi1(P8f4lmcHN*&rln&dE5RaCW#VuB7 z(jSEWck6c!yo7%D1_Zd{e|}(8(TGRw&EIuOqm#459fts9HsbDG?`(oq4W=0miT<2c z=|g@;zHC`)m}wHaQ)RJuFK>m?_mjMpR{*==VY{9A&(0qDg>|FR-Vh-))R0(|rFXJ9 z%0vk_(}aSV{c-su?&|ZZrWaLIv!UO%H=NQYsKFvbFgCp(QmJXf<)68+c~(1+hfp{_ zqn`RGOyvP_{IB!pUqrn>M)hUQFGJPhl2xv-j2N@-9sZTs9O0vUB-ts;``8_i*UOQ{ zzC%Mu~@Htl(x$BOcwc zF^3BEtBV=?E}86`wAG^!Xxbfe#JC;o`&U<6koUG(3=Bv&APHG@g8GZX^~U`b zUq2!%H*C$2G|ln;y<$}BG{NacHx1xAeGIIbR@TV+$D3VCX|OQYt>t5h-{sH;YHizT5Xa>@Prm%_2+0 z8@n2_*xSPiESimyj|%-_2k5kccC|tG?ux=WS7)x*!%lH|Lp-=-tpSoKn|o8yJFdAg z8cW6R+f6exocK$R4jX7ooj2G7@Zn1y*`#HKmMSS}htmTQTPFxya~m`jMby-eO|3o@ z8M@}p!m*75y}nn@a<$%qCYbze={E|r zCDU#V*Ed{x-{&_T0{uVnO1ge@5ux6P>-;%vlisA#t?Rv*hVz-#Rs|gk8NoyDEO>M5 zGdu)vyd4b$v4tDK^2+Z1&n9ZTO<2ZlJCgDX>dMOY+pO2yx5m)johd-F%1BhJ^|l>) zK%meK(g$a&y=O$#l(_7Jad;VNPl0}tmq&pwGyXXbA0cEt=j&&W=lf%A5jLecu0-_j z!a%jZw&1rgVSF!bsW$&ee>52q(I0!f??2Fi5X^QLC5dn&I&v}iDc+1)0(qi}xa!Rg5P~x&!WQlYmq64o+kWoz~V@?ZWAT<~9 z*)0fAEsPZl1c78Jsd>5+8A)UP_4_*{-KFRzc6_+#^KSK0(zw{dnthQ%d+_ z@;t7FWp7_sEAY=-+F#%9`A&1B*0@<{o)rr*m9!mMH2x{9XMUo5cQ0tq`yM(R9mlHuPN`ZCyh!wW=$X= zuuf<*Vn(Xe@t1-Yl%tR`p3ZB5V{X{_4`?rYENdv}w7(egwl5jF+h7W@B6MNB^#O^{m5 zb&URy8Pc&tvndqNSd7h}mwT{2IZupQqE@C#E#bKg6^%Nle}oTXjb^3MwpINjd5%=B z=}Jmeo-viN#GiEVik@iI|Le3ouxC5@G#%GUI8}cT|j0aTdK)gVKH&Ql#)cMJVLR4;n3)t-aSVXCI{{nWd`A<1AZ&mGk z*ljNX)TbzYqy2Bp@*Y3!ly4I3&If4VV8v19(cp1$_EuYLw)D1B2OISe3SV|aB&BM5 zIPXNspkR|;x$27Jx25ESJ$v^rIy<2}e#xwciT>A`n%j(`g4bbP znGk$*XrPMVS6$Ms7o_4LD-F)c9VBoWV#FV>wN?VZyG+R6Jyx%kG7I(Te^#+58xBnx z4mqcW_&pjzlp1~djYpX~7ph+2_O#{ij|Yks5aP21=v-Dsh@E?=AUUk^t%5qjTuv-` zWSh{M@$;FSjlP)DOseZYK9aKlH=f!_!L}6USy!IRGby#5=gX-4>IUnYygiPcpKF0C zj>g7`#9S@C6)$r5aN4%#0yi<@=7AHd9`)QcbIkUHD?Lo%uARJWZI3fV+3gEHA70Ll zL%{ZIyAiBepH?yXzt}mYrx9OM*Jg{(T|O&%X{>#pI$|llgiyzg5d2M`_>^;JUWvbB z6(&D?btcCu%*&cJ!c{mbrr>;?=Q}qO0>SbN7QbtV%r@*9$*|yiQvUW&G#g{0_|L## zX1Cj5-v2?zDf5>!9Q_9)K7UoX7091bB*Xpdez=fLa2o19o}x{}u#9-*rHmxxrFoSI zSV`5rgZRB;s*?k^d*GqG?)0Ln2%7F59w%aZ zutVA2jK*ztIewf46l!7MD8^=UPy|8s*Jw3JQ_47b-n7>y+{{B39XpL%FHT$a`SgY9 zsu1;H670<=3n^pK@gA8ozVVD$ojvgY+5^tbXaks5=44XYCUBoE2vUR_5RsweR>?bP z>yC~2y-}_h6+;CbqUh65SljbXuJ#8+Z?0qNn6_2pOu1(mMjHghmEKc*WC%7b1zKoXNGMHs`v8qlz{SXA)Wz_x!hrU0 zP(}mV`$0$|kFy1yyb-LT?O~NS)=IR491e|7sG4Y%-}o^t9w>rwRz;wf znyFXwz%?P5Uy@m}xRc`R%OH0^zU}s_&e}lgmv%dMv4H1+N^$6O0Cl%MOf#e@10rq> z=umstbpiL9Ls`e7*{35Q?2ErY*d)Y&(6-*1b6{tHShvln3aSxYr#P$W>{Afzx5n*Y zOy@~40anD4)RvA82OlEE3P;#E5Br77;W9M>{Dnur?+nae(O%cCH?0;xqDoq0bKW|b z@3>dZFIi>BJyw}`2eJC4K7Kr7X%}pq00A==_Y0#!)Ny9`0z1{3D5BO-5Uf?3apVHU zKixf3G>9d_A^4pf9c8os3_f9ZnT8lD$CR2J^}DDbcd*41za#%geC&|EFtDY@Y08-d z5Q9M#lZQfp#Id@OtUZvsE&L0fD8^CtP7~l^3FhubGb@p@G`@_k+|JMkTctmsh4`GL zj11*s_D>xu)wy~LI}yL2-&{HTiy5X=Eq7w|Gr0)0_2R_m*V{=sPsSRQGGK>yE1Zy2 zZ{b(S^0%~N*3o#~P?kwMF4h4n`;`%bO%p5kd_M)CrHW$KbSD4SmP1vh}$@^ z*V)R@?qJ8x;M=azCv_CGWQ@gGh7hjFxj zcT%dx`(FDn#vJ-?f=}Q)z%fknLO*W^O7h>0u&@8NLI(3b{D+MP=Kiq5wO2Ck(DAd^ z>}(NA5a<{Qt6K%;ODg6&vc`}gxIOZz(yy_@`XCaDAvGP#zO}>2bu;}jF^hP}GLpR6 z7m=vxK4yH3-&Q0rItB##x@`5|gyK7lh}=0Bfm0Pr$8K0#BT~SzQ9p$h75Y}ZnAccI z`v?y6n=&>lPc!np2iO|+agX9FG9{C~d1P7-K2zE1uRW&UyL=Qy!3H%}=*ITvpTG|q zOLb9_e5j&m8Fk|*^X{67zad$#|EZ_@*9ynAht4GKy*%yInDyj<_2r0uhJru-eFgdS zC6D7Q)Uo^Z_bkArXzHc_ihz=A@JGbI!`gndJE&&R;yy^-Cp_6sUenY#fjNhQ!~&d%3UKM4 z6{j=;N@>`yT>_y1RReI|aEn+H{%7(TR(2!gK@_oW-LH7NWEj6md-6rL9VA_bl|{n> ze=G1b^e0ewbH?_ofss0eCb?I#3|{sMy|Fcy7BT%~X4aa!3C&i%7d(Ujy;xKgCd5>` zb!Zf{1>7st6F)yo#W!>N9xn{X>gDaczP4kzL(~%Q+i@)6!&|FyLKO$L&o_^Bxj8hL2*y7k-&BV6*Z4bLJ6I+1nD z0s<=RlmWSR8$<-BP})wE7ewru@kJTD;9m2OMULvKzcAtMFi;xBm2hqU1&MNazTI>p z;M06(|3>K>oDzRIFO69c0t1xme*``o8#nj=Bk=Vd+%`GUz5;tgl8~#}t@?-f*4tU7VQub{6uMLf6#{tUO!1Ny8 zZ%E05U{k^o?YJLMY-pr}jh1Cr>lZY?lOB017tl{B4-b81hsZTv_RVw4OdvAo;R146 z@B5Ncq>LGmfrN973Mc-4;~-6DYxoe3RS(s)b-r!>b^6EY8rjKp(ry@<%{3$$4a`PM zR$_sY$Op++pVTECHs(J`tks@A1{~Fa{Ky;2Eaw&&s1wU@-LRR%)|zB6sBvV3`p}3t zseS)c22M&hkCuB+U?t}|R2c?>h<`+oBCWi$j7U3=1Lg@?R?(ueV#>VqWTPTeD3+){ zYVydYLW5wVon!ylm$w(P4*i61AxMG!B`%(B{pLqbCptKHV3|LF}{ZL|?e{bbtRiJ1_;m z9RS6)Qd&w;N*p%&p2ULj1X|W8+Bd&JT;y@MN@S-oyvybtQC{L=Wn!sIa{8GV@ejl( z#rl=Qf_P-+5FEK@EJ1*WVCc*{Y=vSAeUR5bn`pBp@ zh;y4Q{HquNd4;LC&r(VXx6WO9!@C&)C4GOLi@DU=0xVy26^WGUb2zWOrYuOVxYUZA z*)I3e_s9?$&@~9b39=2N&pl?%V}s%d{C@ZJ?g@VF&0=~2&`+}hw>IL9a0>S}yIwg| zRsN(ZWu88*7Rr01>)xCfPSFeAz{&&@tSbMbukNjOmxorN8v3=G)g`S?F74ngLjaZG zDU)-`hsl|$QN3xdmHBGuLgV>vl2TUMs)nYpFx}d0*=hX|eXfRi+Jcfehixnc2nxf< zaG!>t;fbJOD@w991pkOKhJYJ|-<(F}MJ+D!B$bwW0u!6uCBuOgi~&KT926yl6AB^+ z8>hx_5QdbEG-Yfz+k?pgSy15vEiUqPDIn-0)8Xj}16kN4$WsN8>HE?t&e?ckt>$p9 zIrsgyeRkHe#<+;6+a>s!a5QWQ_*4X$H+S-H&m^gZGM6dJHhnOI)OWrsgM-7PH~0K= z{&TQG_!9m+&GoKZ^W@Red(|I#!!S=0xjUa7}%Ka7tahE=Vd9X8={K&Z9gwk;ey z$Nt-*EP74!0=teyc$0ltIB4=5Em0vJbwOp*ii2m$_+S`1+D88byN-Hh85_3hAJO}l zk{rrxf%1>TpDOFT23SXa9AfM_EF&B1A!!{m_xih6v|_F`PI^CdCq%7`g4}Z)Vr#S4 zvk|U#T~GRzUeOBg zuwcH+${O^%#@Vx6po)oK{_u2)gjtxB&N5XkH4Ii*r>%P7!;BwG9g}`>0z(jgUiLr8 zRcrbXNW|Q4bS`Jc8xfBTNQ>r)hWRlw7=+fRB(u6L==D)f;R$S&Q}}+(-9A%mhA{PK z`0^d7xt3^F37n;`A8DkP5&(aaKt@tBD!~qp*W0*F3Av70y6C1^mv()0@h@+9oqv$Y z?88XnX#ZJyOMcMk;9;@mfa{a$3!iX7^xD#d9KmmeW+VG!^!xVilpU6CkL7|og zl2}Qotd^>zihjQS5GO3o9MsdPPK!Pggor2@ZpLF4Y5U{n=^m&kHDkGGy}f1zQ?Z-t zTob40FGzoWX*XDb3n6B7LkLHTJLQy&;{0ZLg!wV=Jvfqwm@uK+GWu8aDpg2H7oJz! zX3v)tW*Fexx&t}G_D(O`{Om*>GG!rEiDzneBMHZ)ETx9J*~QtP*-i48%-bb+dOo9H=@o$@M zr9NXCA6}xL=;UwbhhjOv9uC_9bdbD=$kkZ@Cm>6}_X`904ks*x*J3tS@e%dt)1`t~ zG{=5eO6BKa_Hb4w=eo90fQVt<7+1k96PR?OM? z-2fM*Ndh8_=cZ4F%sVmz`55LGz2Ae)!p!*7*h1Ry5Q95M+udA}< z+G7Em7JNdK%vAcq+QC926Wkb1Qlz1&BPMQ2&?q2(Zhp-N4_-v9fFkz873O*rlBf_5 zqlFaKRQ1^5WZ$^K2D41)Ayj3n*-z*lIsp@U5-Id*dV9XE&j(IktF4bWG9OiNTF+kE zkPfuE6*Wm(?><^riCr|5uqC$YHW}<5j3$*L&W*M1kcSRB`jlxpxyw4XZ5$R%B5_sW zYllR^ooG60HPNm)OE9s&7slV%Ns|UXk#47HHIo+16<}qTllv&F=P_vP&RyXZwgED# z#o;PV#Whg*FvfxkK_|3|3P6m0V)Zer`|zRnnP`i1kRKI(>$v}lO}l+t&N^iTKM(8dFttZ!((#hHCeSy zv#Q&I@h5f;tyYdEhwXUF!cSn((I(~z-iYi+2fx5C)ziNyfB#1MABti@PaeB`fN+l& zZ&;GIaE}}N)<+iqL`M=c#+Uj}pSU~!$M@W4Wef{EUxee)w>tlIJK<=y1n~tDK|H@7 zooOUdOH?NNPE&Gb3f&D16 zZTx|?0dDi?tIEq!exX}!d3!0))G+ey)yK)~BY$h0yuO#=<1-m!~l&i4~0O5!Ggcv^>ddC6*r_tWe&kvwPppyA*n#_Yg4q{9@aSPz?68Pe35LPYDC`2 zd(|m@lGTtd8W%-BmdV}J+B+VeiIW*O-)xeT+jRTA9_C?4KMn6;(NNwb>{fgmo zyka6+->Uxr;$KU=C$B?K58Z+us~#R&(6sPn9$~bo;-%V)gWGVq@6m72`Ygj-I15Mf z|1)L(uW~ZAg=1l5CuS!8ulkKe2(WXp{@)!~j;ccZA~Q<&1D(G+lFKI!9~T@g-H&Pr z>g=G<#SR;5GbS0$y6@b20){KsH3JNtTMK*(PQ5^TYDlvX3E){Ct@ ze-iH8(!YLgh~{t-^wm1#MP-M=)!wG>ubu|ZaiLxkG)?_pNpkrLNnuiNM1+NAE1n{y z7%ZYis??;|a@kou;GoF#RyB+XC8QmiSYrX$MX|VfzBl%XLiMz@F>#=gE@-6r!VGn7c=s+GjF)bZq899g9A;Zx6dfYqmMbOXER zCQg{(nZD>^aThr$tmeRw45k`_?KuCHeLVcuNKeV>QY(*i%O1tyyGeEu5BFNUiFby; z2x38YFqD{l3hlRZ5#HZ_ZA2|a9+l5Jp+{AuU1%rb*38s2>qb;rSxh{2fob60kv&;I z?wIeHpC3%pQ}qr)@KQ6LcgqrtIi6zOM9izaRvN$SoFZB0ys?9dGY+3TZasZB>K49* zovt{audMmFep@xgstq7$&*`IAEBrOSWVv0e6w0T82L0czJIzTRf&!E^E!YGC4}yb@ zl{2kL9)cV&kA1R4pn{+Jg$jYOtctBxEUelyHTd-`P+E~?Zfj5N0R7O zSkK+mdR)$gydxSQo@6w~fU4Er0*UqfRwShPO0ceYF<#}a3v#DEO@Oh4gF4hpUIt+Y2-)IA58ZIOtq#e~8nW;9qjy9JKp)HW1SBjOeGn{Hm0&b$u7b zkZWfE!|VCo7^t`~7HCdzQ~Y>j{vFH^7*juV0vzRDF3`8ScLzPxcaQQXlv-Tc8sef) z^J7qIPwmkg!V+8*0tEDJIH3?EEWIxoLp+f<5sfgo9nMS+Dpmu<)D@#=$vXxtO|$rP zJuDv0S2=MSKUFnZh&-51u=P}x#`C1#1u_Nbm+AxC-qTtFvqfOMWAc!+8MOMC5dV-1 zP(gCiJ12wMBV*#{NIv9;swgXM>zPXLk+!Ye0yhA~Q&CvtYm4Tdfxjf- zBN|laGOP)mN^Q&c7|T1m0z*i>Fb~_His~L~4o_YkJ2N4VvE-eyW;q`>)KFE$VxqsI^Jhw#?TE`_R*349jhiS;vX#>A4rgrol?fom-strR+0}EHzWLn zDP>&FWsHuf;wpYQn`oA6r2Tx;n1M!txWJnvHAd$e0apJDjB2%dR&pj+;0@;ilLu9X zjM^V-9sWvwcH5-eYa-oe-5Lb-q2lGks z9`;*sN!)_JDYh&d__bj+ zCNauXHT7|b$z$`-NZKW&s$+O`_ZYv7DDsYc;0O{e6Mj{i9o6{7<8W@lwX%t(d=MnZTU50$*(I z=lmFn>$7Oh;GRSah44NW0^$mAPpiUPELSb3avQd4d+Y*JY3C8Gx>PAj zThB;YJssUHq!cohKXhkA8712#uwLpCy7e5G3?n1TKIKF)r`yAsj!IQ38jr1GMYLHS zTUyHgL*umTNeL@{#RY(zJc}^~=62jq)eLjOj8(^oRb^T^B2YuN(GW$M3qqjl8lOk)v$F|tiHDg%x-Uo_WL^Kyff*li zFN2l$=EPi#AF=Dy=zjg>LHz2?rk|Tm zo356ygVmUt(#RvLB~1n@p&8jxn(y#pEoVe=EZ3z}wc>viCkW}#DyK)~jh4k0KS9>W zjAqE68+H;H?Zft!BUZQpDZWjYSE*` z%Kv=Q)!3i!_FjAbTeeb>-rZK^KhuobqnK}MvKv!06hw0*S|CerNs1Zy$TF-px8rs|jcp>Ez{Gr57%%xXruvIdRT3agwo|U-u5aOzj+Li6wt6`8 zzgxVr-hzn{G+N%BwW8zyHiXlOmP!{7QLGPHEYby*o)+`= zT59>!5%{+K@-#dBPvi5$(tVqsPG~nZ?9i}~r!v#4)@v?Ti z)9t6F5J(hHiL=R|y##W0>8sONQC+<|rqT~jIe8|g(d;rtHjF6Ehl)ppxAtWIw7D(8 zk-NL}oi2aUcu{L8f1WnmlQEmAWhc!ki(7STj0;$)*vDq*5cWVIU1Ch(&eryJI9fhr zjeF~Ob6OZx$UZImyRhjp^tM?ua{YxE7^BhgR!`2>Y@eV~93P-qO9Js6pTFoXb)}xQ$CJk;8T1#&$Btx5<~f?) z5VB7ErEhdmefz($$eaU_m|G8~x)F)v#rxeFh{}0Bi0J0b1;GmqDyx`E9%9}t*)y7v zD>f%9a|!B<;RgPMO=TG3yfmqsKjm>Ey8`%B3{B-Dle;CY>$0OT)YJAFTt&l=;Qm>h z&56zKPfuV!@u;xr!pbN(uXESUw*!8Iy;t~5yr@-@og4_1YFrcqt z6CY{%9qZk=#S=9dR*#kJ5yr-=pd7BqUdcG({+?d|*?~lR<&ua)PhN}8y2h`8n6Dy0 z!VFH(yy5EG*+9LzN*}tbc|8ByU`7rKoT&_j(3-6!WQlxXrdR`^6Mv9w$=x#YMFhM~#`Jy)YiETF zAGZ?@H$`2@lypb9+W0v=)iI)Sru27cM-HsFFu(rWWekL7@xS|kf{gH4@HOG-)$PV( z$g~BU%(MiSad4_?d&GEIE19xdr`-efYL6ez8YHU-wiRzTrWqKmDnAa7f$64q2M@N- zzrH%dyJ=dh-&@7%dxgioy}=bM7Q#4Vn5V`Cw#OKPW`Ubij3q@DkgF(ENj#kCqai4zTaW%owC`RM&OHk`g2sE&k>1Uynv%Hs4iof zEz$4N>{y`t@DXli&r}cq)V|%?&&QM06sVC39Q8p`X=d~O1^H@L%o@m0qd#O ztNIL2Q|y3gxGSm1qWn&&auf|8m_ygrwKn?c4Cf$4+2Sqa)0rZRAX(g+^~N_tnX%Wt zU9RerC1?3Zjv0LY?waXFOX#Bsw;K2QpkS6L7TtjU6gt}DQkt|0(2|XwlSKX_?!V#l z$1G*7FoUzmqH)Vxmm1S6yuGZ_nk)B5Z1rW)$&aFSn1L?(MFSLekC+a!UTABAm++GKMm~hgGehp$GAPxx`3fHwB18dV`C_uGYg!up+2wq=i_wc zbdTVQH6hX&AvskkKzwldTj)}@N!o#GBJwbIsnTCGF}YRiu(}kEg37C7jF#qlqgq)) z=m^0osKu?*9)5~s2aiZG_!5~y#zHAkim|FtTF@#Tsl46|cxH?7@_idFSh%+`n1(vLb&_^tE0&u?uI?)IN})Z6c)J16#++c~sT^$tZ9M@ut6 z41ZxI=`9r;%)5VFSg;WWygr$-RvJFh(wVn!eVn0+wHK%k(>k3YOGhX9;Vxy>33XRl ze*WiaR=@=Xh>r5vqO)G;1|J~nblP)k`9%`;h9W*LQ|H0!M24%|CxotK&%%QwVt4gMOzqt-yFXWVOQsBxs6j1t!m#6iz9gcj)g5|izbCnkb<#%@D zjNw~@>aiUL&|VhIg{k=nl>EZF!exZ}^BNF7yLH$BE+WT~7?mXOV@j+vv|kdihubN? z`H4e)a~|-=hMV8H(s2@9kWs~gnkX^YVY#4rgfp2`)Px$!-cyzY)^i38mSLjTg z-(se_I<9iO0UHk+OxV!ib6Nu_dlMcHz%{<9pDAQ(}$#YSR=MIu={C>EpIVUWO4=I)siv*QbEvx=u$dnOD8Oa{vg;3}4$ zkX4cboFza5DxF1|duu*MNWz`GioN`R7rq~Xd+>w?n?%2vpopf0@p>CyO#fybqfiQk zmHYRL1xB2SYM5bLhxUwc&q4i(I|KFJ?sB zMnHc}-U2bWrFjeHyruaW%(-S8omUY7=`?@8X6uo7RqFu!L$eid#j6jv_-)1lAmrLP z7zG%3Ykz+N-z4|`vUT;Ul2g|ui$-&}Ub+E)%}0bQrOE}?BA2>V4T=)4wMYG?w>GbQ zjYbcQZW5oz*q)3V_s>%exGD)Y_>W2!{#%XHbF3kliC6PU<2CzZKJKmZfnRXpu}hi% zb9TKrcCYeLB93OW602V6Z>#}&If#m&pqe8I?U!;lFQIff;=2)BD!O>AK$7H`(fsmV z^3b2H?V|3)s_#x)hbf`;rp1ojgxl`hE-n12&!4=aEW<0YmQ@byzDZF|}mykF* zsoNR()~XijEeYL|2Xpiow>JBayK3EE?Hu{w&l2+8Dv|lSSo<0ra#{hRWm|k~+i+ct z^=Yo4iG3rdaOF2+ziWyN=+5{L7I*Qi&}*~r3xNq*ClzdKj~OBrp-D2C93*1hfK_^} z$&Wnx!}4%`n*p2h+S<%YIvR(>1uj)6X(3{7AO43f&sUD4cBQL_tOEb*V zE@IA`EA5Diy9WTc-$b%YoZm!19Bg|f#=9h577ME!a9z`sB?xTd)KSPAKHqpwMR>1 zpOC~8!cVsO7ipS+5|C_Ti9MA{7b!))9O8{H?1?>>dJZ7Gy=$sx>}i~+ft2}OZ}#Sl zsr~CZ1MS_4e0BEU;;RkBcD@8%8O^p~sxzlrzI0>Uq(+aL7qj=cQT}HVRF3RS>|z>b z$XBT{$?(7eGC&Nn?X~YaW>>yq;6<`(-_WMm)Pg7gf$e+qI2cE8quq3F5qfCP-+L4J zu`lu{77P%=K-Nq)n=3IPgKS1WFhq#uZ5|5-$PWs85S0lqUeDo5d~HIW&B1SVlUoz4 z>I&sRKb5KS^}b+y@1wq`xd+fo5VewBm(l?{sFnMun+H64D@3iZHaWX~&aW?@w>Q4~ zy>+ed-?9Y1zV&3X2x&D3p!7L^=y78oI*ZO&@d7Q7!);+Q?<$iJ@6xI`Ee}xJ@xHuY zBK}&{BV~m$26!&4T;@V6nAxK&=iu0S!7oLHgptuR_LYyC7K`QXSun>C(ydc!5)P}& zzj$Z-GgZ_035XJK2$lKK)@wO6?9%)_Xhu629Keo^E%1DGw_NL%|2_thd(ySD-%GFA z(gAJFg<)5;Wopp|cKAaC|JhA@7(9;ht`MvG?4f_~*wt>de|sAC<{Ud=fpuuqdCv42 z5LjD%O)7OFDGM^?YGS;QMKhs5CQ&2&kfkB9{5)>}VcIx4ZwO(Wh;FB*J1negV zKw+5Zc$g`hP(1{fTxL{ql3Ydx+g_d2e9oHaz3riYz`*wG#(wUo;)`jRq2E}ZYcNoz zpBSj4hVL&lAYq7UE2Q7JjwMH$7V-!3adXfdA>5&vRw7!RFQ@biMWV8Mu4%ug6bDl$Js|@zIbFt=ZLLZL98< zTA_q?Qph<_UDnnxoObk$MLAs&hD~}O6Dv3g1`aqwC*o%w^q3c-G%zB8aebFFB@e^O zxua9E(x(i^Y8ivkN-X}%+WMpC`r-r&rD}ZTsQ6DsE49(f!@sMKH&cJLj50OG2aOs{ zia&PuZi|b_6;cIRt=m&!PYsR5rO8-}c^G+B4r^hE2I6n2Qc-VENQP`l zv$e&r77=yqYNi0=7Xv!w+{6OpH){k-WsOZDad|T*JXy$a!(|XqxQThMO zId=HoupFfDx{qhzkgh*3+%oG!uzb#g*AcrEf@N*8#=DX#L6XX=xCQ6zwntF|MEdq9 zyg_qg&|O${gMiQ-$%mVQvq;UzEv%X$$5w?N3pZE08d*xL!cN!XfyM+T!?4ggiGx~SppqcLZU&pmFZ`a5jZ7`Buo1@{W>_lKto_gkn@_0}*xymp5a1`H-N*riPaVpx8tFLKgIx{-Xx#A`>z@YH4=HO|HBwzHOn=fw zH^mg*qX)qv;)*q5R^d)}y4uF#1+hUou*e5PEoFKJ6on9!T~+YEu16<{uzjBFm9PD? z>y;X7#GCKLoQ=GH#?V!%(`fO+PvKd!3&GbICmP-vSeoivy^ZnS=xzt%f4kqh*j2Bo zC_0)+xa>ryH@y&pqVYCBvq>5w2pZ3^L~CejfFgIMYbRyL_4`)*c>8ESVb%{iD6pi* zR3oG0v+HMU+idluXrr4yDog;0gkSCgN{mfn>r{DZ&y*={;x1~_3o*WSk zdA%1O#kL44_20u_o#6!#2J0gwvbeJ40O`{{y{XHWnYr0Uv`>|D+aN_|FSHOnR)DDi z9xbDl*&Vr^GiLTgdY^QX04-t8hrkEFEhe!Os5I^m8B zc&8g3v12G>DvQeSDw)H49X8r31|>@gY;7ank$i0P+LTi^Bx_*fGP}^#tVvFqecTr%BUL=O~Q2K}S zZbVFwM;3?7ltt#}^IM12*D5~QDdY0IJv8&K{FXQyMgb*HiD&?pTY17(@|%bX-cnGC z$c1&C@P)9@V26g*(=`#)@x6|aJP#GEi)Dkis|g)9-5d}ADv1&h{3LD!w|FRU#$dCB zw$|08KAnytQ*V&|7QaJ;rQy*JbLnwzx{Ju@NoeV`@DjiEg{}qPT%rpO?qjjBb-W;e z=+OKxyQ%zw?Mc&p2y7){g*2wBk*O2;=%wD|RPK-_;`e2@1Y*YaxvqwR{Gcm*w%KK> z8v0hNG8+)1#FeI%MH^fmF+mBLxKMS{D3{+hr(9pOq}*TEeb$XPy*X4VoY>@94fa9g zaJAvnQ&wH5v8uh53SAyc%jF4*1%i`z>d0CZ(+_4Tz+9#7#Ck+mhg{8;W!q-UoK<;& zt=apcE%z*PMeQx*p8fFwy*QM*e@V@6^vo486Ap0W{qu6yOb*n=Qiw2jQnsLI{zwrE zkhU3>#ZYXtC9rr@`S(3DW?#BKX|!)x0aAy-V%BX{6L|vSW7mc_s`oR?vtd6TjYKY; zp>@$@q`D60-p7d{V9a zZ#y6_Ec1TEo&6+g$d1f&F+5BJ_E7!Y{_2Afo}EQu*zf*97S2OPsv*3MZH{Y$HC8lC zxpu})%o3hitwryr1){W?RlRC<7Q5uZooICgo_E{kw*9r=R3VdPZf*Hx<;!i|Ixg*7 zrfqI*MaA#fj(#(qJ#OD8TQ`9(Uf=P%-!HxF7EVg@?A@gN#&YJ`LmPVu z%o@H`uAwLIbwh{QO~BgJ&j_WMc$Gpr20=%vdo&eCpu^fQ$hA)wQJ+Pmj7Iw>B{0!( zLdB|91hN`KwCETjjwFuJ$|;%lCA7KfG?*??H1#$za2koE{D4a>sp-puNhfBo2_Ko~ zmEqMh@b%?Irk;{Pm?g=t*YeA?i2ssPRY|RXN%35QHafZpz1*BOMYbr}y@Wu5p(Irm zS#1VGYMdI&R^UivMo{ccO|Klp77tVWXTpo8N@uw!dJJ2lp*6Az$FA;clw{ z!oqN7AHhu#c^53MnPa4a796C`n7bln@Yf(8@=&st`gwl#GH&z8dwD$SAUb~fAEzl< z<=e668M-{9I0ZhS~TEBsFwUvVGzz|o4whlFnAUM*`FN{#9`s0nntS2 z64C7uA&v2>I6feM7cVe2(5v~ZjL4)XfK`&aGjOhxoi{Pb6@^}Wno`DHqi1C~(uyM`;hL9Ai^CutSR5klvR$~?+0Jr5pmj*` z?pgSTMU2Na%wjh1N$c^WJ>uNrMW?)f@bR}Mwk+2H;0N%Bt2;xt@218B!83xemcErAU ziDb+!esU6oIR}A8uAfT8OQ@bCO7n+fn8W_SZj>I-)%MH9SC|3A@f&=PAXVzTAcf@5 z6S54f@&xlyl_p6(-_0adX#7byB1j45TKAhK z;!70t&PfD%Oe~g&BdCq!s1&cvb;m)3NPm)wF5-`MO`wO`70p`6z zeu|zVwb&?~SN!Pckgcz@@nV#8iFitLLUccWfl`N^yQg3xcnTS(xD?Td(qxER|23BI z;Simf8q1=q3^#=3MGi{l!@ANa`TSQ_W?<5m^m^h&Sb>;3vq&cQ)syDa#AYR{)8f-2 zAp%lP9_cz}A(6MSD30L*zyyZI*7kwZ!YHskcMEa2oUm%x4K!9Hd^TpKPfnrzgjZ{S z&>~rVDO3=`S5{OM=4_2fj{r7w(>tU?Hhq5TjC>Hz71$Ek!X${xYCFh%PFUWQ%%xdutlq7g({DF7d6ZkeSyYK@WTvCtDf}KtICQii-Imgn z2<(P!fzQby>||0yG0S~bR9KL&gamluWM-W<=2%QJ>|q0D!q8H*=$m&w;i02{^!=T^ zdpje+8$zKJ^39rtVl!Bvt){J^`OUOpXax3)OCMg7Ls!Y*p}wKvH^E4XKrS82d2iN~ zYc){B9&IRWtuq;|Jbn(_$six%j%4I1(>1xkdchr=oD}O+TbEhrX|MpxO%&aPRoQYx z%{$6=`9{01^&5SUhdRU1V5hZzxt?e%JB=J*qkKW=1(6k$!-$!6zB%hV!F8arM+7FQ z+&Cl`?HTSp?7G0Bi}htua@@h}FM=Rm$#fgu0)aSw9$q0%y6hJ3$a=EOS*qNejKkKP z&K`4n`@JEupb^SpXGBkMuOdCc-BAc5@;Qp(F8?n(Ex+K7LJwJIpqnUvvv`VVW4|zQ z4}zLR@sr$D(L_*4`$A<8i-H-r1>MdZ%HG zXr=&T&`DJDzAq@0xqJED@$u%pp*$}9)sy#mqOpnrYMSt|hs?VJ=%5VAR)0ri-)Y^- z1rmR|7DASC*82zgz|xtkPE0dg4S= z*TO(A_PN=Zi#$!J#YFdyp!^XDx{Ej&j2-MNu21gGsM&rzy~eK@K45z-Z+yWc8fx4O zY5I~{r~NEuA&Q@v99M)A3#riu== zsh}wbRP0Nc`@Hyn?XYh!=i72qCHX7SRhN^2#}()bR8{|y_XZt_$y-*0^wF0kNVL{0k0%% z;Zky>mFtt&dQ`A#hP(PX?v-N6$Jy^p^pAhUFUhrt{w+v9)lg@V@{ac5DyN5PogBew zk>EJF$gDRQ_4=A>yVm za%Ev{3V7O`SqWHESK7WYkb6a3$~73O-T-ch8&;=k)z%d^tSBxhE&(@o1QY}n!cOuf zAiFFgn+Ot%CU z>exoigA^kNS%q5nq)F_LJ_@=uKE=$5_c^inW1}Z;W+wn>agcTTDd2 zR{!meZ@9Tl7&C_6r#Sk>IL;dDxX^cFP*`+iP=KRv=qAU7V;7Hge1A7AntmAI=n@v{ z=(pM5H+YL<*cQj-o4p-Zc+Fkr;X|0%j4n zQs&z~TF%INF+CX@rVrDXd5y7Sc&0z2WbBy%jEZq!UT2({A8@cbj9)-C zy}p179cOXJm$>Oad_I@0%F_F*$<5z?+p)EMpfV(JcNBy`RL;&)EjNw?JZ10SJaS7Y zfjV7v4AL!=k`gk(xN|?TLVqg_&H?GQ`V_v2R%l&NU@$-? zR}c@WLL%rOJc^$NDWIhm&D`Xxz6Yk&+Bjf?Mw*U&%zm=eUD977qR04Xq<2>Sw zTzI(-5`asMhj=xlfvz+Lt%#L{%mL}OdJTD#SP|>^c)cFdxcCCtE98O^4wm6iWG|x! z;C!wR&VP9*E5KGcUc@=dhop5JOQlYxal@gqyEs&iJFh7l0}pT76d3I1X9_-c%yhU> z=<}~0Z)ll#lla6WYeHMxgSK+95U(kJ08AlTk^m&xbrg_z)S}jayPpWewm=C)yL(Sa zNObhJgh&X2$bHde5mmd20psB+T*x_H_~cr4Ie*l_`Q3$+xLj{|3*P0rB!NZDuw0-% z*n`$`G1}fj28*}Z8XW`)GZzs#>;P`3rd07Bv}PUO$90qwwT8u&M(ggU(FQM|LyJXr z79G$N`^!Zm1}S|N=~2m^yAzUI)**ye@;BniupKC38x~yC*!LBTK(yH_=>wZ`!k{@R#QCRT77KS z!J79yA;Q`^g&ANDfv_4Ijk`Bo<#<5v&Ksc#D zD;VOl9-IiHj)DalK1VFMMTeo5YYeUN6ZqsAzM-MM(j(;P5 zxK>F(fq-9Fzw*Kt_?pLYoPIpe^mnv&Ha(BFL*{)9LltkQrGZ$d#6FYnk-@@7@JZ4H zaX6CYt(YT8)ldW+FJ~&@Blx`WaOvq2P{Hkmf_MQS9THMG{!;6@U2C*nunc_i*Onw3 z(~arC#X~}@nl!OHL3=>R1EV1)uYaJhzUdnpFc>p!HVh$s)my-$FyJGOcVt@k9WPh& ztxSD*^_Gypn6(qXnuNUs-f;$wZM%>C)URwnV)_tm4oP9;36E4|RBl9`e@R2=r$k5B z8>E*I4U1son_M*upJtpt^kKQV<=90ih5Gc$h|Ouc!eAS>wR(HqK~qW7Cx071btbQo z>C;IeE&U=)5crQ#_4rG4R1@Bybb+ZughdeXVOq`}6WoGa4*RyAKKBHsj_5AE+$ixq zw5g-P@uNO z+^%3xPr@aRhc(>%7RV8*pnq^*cJ{tvD1auwF@xCvq#}e?%B8|A|noS-f9jAK68OkyFWFqW)n9+6rd)ps4N( zE|i^1ahA9V!LT(as<MmHP#HRcPX|6}FcP?t$AaQpEO za1Uj|1*lk-spWX9ynhhmVhE&)$d~H=LTkpYvu4^`>@A~NlGolRdB1LNBsfHXE;TuZ z7&?AdCGP@VSb9WyngmlZ8pT25Cs0HC%=OML#O{F25SE`ok=dBpiuNijQ+!6;tjA~+ zb;dSmpm_KrRMFD9gsDohM}a-Dk(QQR{ZSj0{(%WAEHWHMOMm%W93*ewfs2*!{p2g8 zcPabTbdUgZB81|TY*z<-~T~PCga!2xtnH_o&p((6*MoNl}%r* zK16OSJp$e$tUx^Q1N5QtN(i%_7J_^=qJe zFVbrh$!MZnHGdu!!i4=^pZPZgodFc!anbeWvlnhY%{vJ<0ekz_k~y3)F_&f=R{_RK zHHNYkkg-FUG283p{K}c&K$6H3{zgHudN5RZ(N>k)V$vGk`0Ayka$K z*goQn0dlL#tId-Tp5!dg_&&|0H4i?r?7Xs5E!swu3%b`+#FoDyv z9e+0Dnl;{iVPQk5Kep1#5kjfV&di}*?PuE6>fvXop*8A+f$X!t;$~83OwUY(GzaY( z*db`xI^!c+ptbOwRLL}`m5(jI=p}FGI@2ZDeHVFyGCaam=Gj}E#I_d}5`Vx(K_VnZk>rl|R3uq^FR?6#I(D+0JgGT{|)(G*fSYa!x#BV6m#>=e^pjgc5Kl zfvmi}`B>ZDLuHV3QB)hB(`J4Io=feVx;m_kd1X?wn9?k7ztcW|=FoQCbO@u@G=JDm zeOAF%(bLwmpaPAFQ4PV)8&e56EwBH(ZmK_V&sk04vgR&*pzxQ$+p zv>3Ju#HmmTF51bf-6H~)Yo=4A@_#tI`6Hj}sozmZ{xsum$Cl)V9|oDt~jKXtxkY zQC6Rn;mlkoz7n#qMmXwExGtV^f;4Y+5u*!R4eP7yyU z!ISca;qHEyH&<)`&U=IZS~bLGq!?4l>t_KMz&W^|`)Bi|`ZE{nuffM~V|(*7j$fuV z&&?PQOE@Bs(@NMFyUtr{Du1e}IdDWc31xxBYbB4(bEHE;lm(BPu)Y&bdD_05sww#` zZU6H_Wl2&-oUjx0$@;j|)xl9=ls_eZp7b!KHTec%OgOOKbPYb_o;u$pi-itr%?kzZ z-(8*0JKg(Jw|kFbFZMXp#g~WI22hvGra zQw7o!>#>&tCuL0WRQGAOrfB(&1y>zM_v5nj576_0`GH(KN2x4)xA*~(RguAmRW9Y} z*PxJVF`a7@+Th;WGBO||3iPGGl|e>@8a>%k$lfg^L%KdOL9<2`QMUS+EA0_O-WgA1 zYM5WYws6nsRfkfZZ-0Nfqd-?4wJ)wFj1n46)HGrxOaP*;O~T>&{g4q2Toj~lR})Xl zVUvr5Y%mz|a`W?Z_f=JWyzWliCzQmwU3&3C-9kSN#QmKMt5p(m&L??a9Ob#$>rcs4jI{5#W+j! zRpIOo->hAopMRFZ-puS$j1hlSW$!m;-Ic1phx0c~ifLQ5IM`%YgK}wT;ZKMSKi`5_+ zTuYz{SF}i{8~JFlp(DzQB-fyNW`vKt> zsQZZNDS!3ifO=U2oxtZwV}L)^us{n5!Yxa5cj!sI$+75@5kW?9Df+OY@yS_Z5GjnT4>R< z*h$i|sIwP}-`ZQ)#mR6?Es88}`IT*CJ-efHLw}7smF+xy0&yfmp1g?;>NC(>dd$SF zV)+?ATk+Mt?|R2=rAzt&@|V=m3?Gy?96oz4tAgTGQ;cbY6lB?wh?IKts=>ESc896p z;Sb><{}*uwHMD3qq)3LQr^JOXToC0$cN(V0foIkDp@PzrET~dLZSu`^&Aw)@eM=>_ z_J8IuVn-aGx#1`rb>c;ddK@|^Nut8oXgF3@Ut0HGxrG9DE)BqH>1=0JYuDKoMw(=3 z{ro<1a`7$kAIiq9<~eRezM0TT=9dGfo3xeH(3Vk20cj$>q@y(H^^ARfsn{gsgHfNQ z+ntaY3sKz0x|oCI^+iqHa~xS$hi^Q*S$~JIbzw*B4&Pb!0%yI*y2EpfXcmVmD`V<> z1r7K`Ma6Ku9phKIDc74?A}oJSz=62r2|VG7gf0P;K9PuGJ$M%Rjvc~i2|R)OoS`%zYkaL-2?Y^YD&`jD*gSJ z5|zNu(Gu0xvkezMgCaF56xXlDt&;E+Br<)uJAY`c%5XhRpzp;tdy6|3v)}ujB0YrR zux8Gl5KfPe6~9TQj*mMXe65o$Tz~IAxeH*Cxz&2%Xj$Yt0;&G}g6Z>} z78c>2^Ho@9Z&@skV)>8A+me8Do!NS|^Z6@uBs&BbqzLk=)#6Xe#(=|{{el8F`5g&v zXsk0G6S|UutTl}SCR5~tTl zAj9X2*J$nSf@shh_GF}GXbZ_y3|67tj|F-8xmP648?K9nEf5Y~U9F&?GCfHRX(?$s z9a%_*t3(aU>woWMenyuYIDfvZ8m@G^`gOLrplDzDe(X)$RQ!zWBuEFkLYojxaaMY! z(s-%!8Ep#`g83KkQ`RVj+xj_w6pztJx2swH%Kr}RuMS=RePUc~3bY)vM3}mgWkc5= zfBEIGu7r8G=`?Mc!(r{bT|v9PnOC$3M!~AZQ9d+zdMNlNGW{1Mx_|nI$-`ep+3nMx z9WCE6{SVToE5H8Bg07UV{*{VSKIi^6pJ&5j|9}}?Dn0r?sC50mXS9SC6z*R)$s`;s zkPcj{F-(aA$2}qA$)t%xh&>tba14&eN%x+hoj`2!l#_v?xsuoe_PirV09#sLe*DCK z3w#9i+e*R?Y=u?eBY#;#R$6cvZDW?Odb{V;oGjYJ`gJuiVeEY}Q1Arr=#4?#X_jyM zbp&(%z?9`|)sChJiKPtw`D+|b8=5^CHrsm<#W78JaC2uT>wolQYw_%TBgZf`YHt;^5kg zwX%lGxa+c99Dj*wC7cX5Mep}J5|FhbZ&Ch|d^pKnybomp${}m6F~Sg+BaPUdwDQ|7 zR+&PFquq&V>DuJf^swSBS+s425LY1fYH-GWI}WE-rI23 z;9p8)xl|(EoWY9aO~m~d2Ya*ctbcd2g zQt&gnj(?J{4iH!TKYMB2woG z+hC|sr8&oDB<-cZoRN|j38`uEs&~jz!eFViYP)V8T@?gA5JLAl$Ksfd*Ro?WB|e%@ zmq_+}t&C1@7!|U0xFs$8(QwfU6}A+Un3;WS^c=th>&Iv)|gCpmdC z(5D_5YrqVLbabzsQG2r`V~yE4PtjV1ax&1`SEHyjeok|?7Fy}5Zk41CcF`g$mrCqX zr+?o9bZOLUf1(~?;iTlV^z;;cI_XLFsz`sVwLT*`Z5|ygLg}m+PF1if)Qr%9(@3gn*(Etz3$R%Cr&-b9Op zd!QhPJJ>`mt%_ua=v+7;h`khj;tNF2T-^HYn>=lVQln zFc=Lv+4(nZZOxhQ7wk3WW@i|4Gi`f|z54$TGlcH%mmwVm69P3emqB&}G?#mi1R#G% zH5wIBQCt#@(Wn^IxW@%iTLDEyiLA1!(6ZUxw`ulG7FiVmX<0-mw`knZB;z(ooMg-p zbz-7Uh!f`)dCbZG8q_3{|DSVy>sTK9RlV;n-~H}=C1Y%D8JSGx=;iIReBq)oixw{r z+2J2N!Nc7%nNqtwV&XUtkI8dFLSw_XZ4KP%GSS0hlDj*-zvZ$q*2Qz2%L4yR zK_Sr*LEBvXg9BU^j9Wa;Wl2ah{c)SisE}Znjhh4gKiJ|Dvc+ZPW*?VTE4+V}uW*^S zeCeuXE8NEY-q@G_qgM4BB^$%I%RIQ*iutmIoVRQZt!dZst!}MkPF?P%VW)Ne~ z@QeeaVjP*ljGA#`hB2=*!D#BiPiNoCSNvYN-fv?6 z0sT+eh1z{FAZ}ovfrWzx4>H)Z_B#6x{-(p54k@Z(s+Fp*9cMZg44!{5I8*($+Mw=m z@^t#wkmw;lVZGfiva?g~k(j8TcSXyPc`TRgNrEavp8-Pf!39_R(IMbW>rNCw9n)5WjM@V@r z$G@Xl1vqFs+Gy{-hpd0cr!l}K?bYivkP3$4U1(1nju0;(6M(GoArpuVk?-DZG(sw; z%hhKK#c=FsNillh_zGME&p5kZx0YY1#@ZD?o}?4(;diQ?`Jd#)M8MkQ94%iAS%HwY*o`rwH zdAJ21XP?c#e6}gn?C=wUxHd_w4VS)|} zkeK|=^5GB#T(tIpvIx$bE|qfKg+!xekDH&tDSADFDP5W`hkr9L`w;htn&$}HFg9C1~OO=nwA)N}mLsQiEWnh4)>$iDt(GL-apUp!&i z$=#K8&E=;BIO|`uJH4i|G0y^AN87wv8koCzp4Yo%J@Hq^Cs6yMxmcD@mS!t?8*9v3 z>(G5>6OL}Wg|9U>*?)-|chvaeYk;ru!Yru*=d0j+a0eMtd%f)T1?b?unAuK2UzxG+ zZNJ*k#uI;4bw>rbxGHa-so~J^>{{UNnip=@K)jI*em!NQ!C*`^?ll_rLJG$Z)WzmP ziNH59$CW4pHyGChR6ZcE6|AVhfQGTP@pY{yVfn zGkgOLdX8*GUljo*0$x@0IDZA5ak%9H4y=o&Nf;7*ihKPZL0`rYN~&%Zfy6zI+Qq*x85Kb0!+_&yJfC8^Ye%s z)HThczv2)LaZXc>gxMp7)ezd0RJ5xOZbJ!&gU*TPzlT|_R;zNOq=Pu9j^<(&4w6gf zyVNS;r`!p|HDgbDRJt+8kjrV6fh0>IDsw+CC`eDs%lrz8DZ~tAY-CJSY~&bXJBNR~ z3S<=L^$}zii5Z^=Z7iHLpUe_-J}tY{(1PP}zB)G#(x8Fsjl=jRX-JdoWXH!HIKD$p zBe0Yz88by(d+3Ix_BdSRe)Kp<kk-eT)FUC5!I(PTAtS9AwN!*f!r_GWu)vuAGo!IKtg{kkxgxdOdKgn8=_@hf1)I0NluqSSDgTH;1mM;l9FSIsrw)5l->HInZQM9 zmDtDJ1Rudsy_3koL@Ish`KPhJ0?U+_$wiBC_`5qjOTEeyekElsNm5XpORN{kSYE6GJL^(JNZlUhR{7%i%j=@!f2%c zB~JVL-V+V+#IIEEtXn)lsx=tImO@UfkO&4tQu2Gt)QeBgFPTRr zE{(VoH{wtHk^YNmxD*vQ09o3@oWQ+w-N< zbCkFSN7EO#Yly2!1w@wM9kgNHyh*#3P>hk%eH^L$1n$P1@@nwOo(JQoqc;CESwq|) zVyB!CX&T;gR$6fUim23Z?;CnBUi>QFp0PUG`SB{l(^1VIjq-5V5?+lVLbs#MeZ5*A!`? z%KAq4k1yV!l<0)xv{_K0q}@U!uVTe%_EFAD+$4&-2FuY!Nl`1_*-!d#c0a4>?oA@* zKi~b&R-$y$2E|aX8Ij$rcLP6qxxr>LN0CTA`7`GKZ!0~aq~d@1gwnDVoobQz^0=>CWrv6N*R${!5L?s4Xu!28Y3^SX6G(FQ>E0W|#w8>6UB(9Du6SqJ0Ub z9DTQvw5##<|HFT!E$k0>aU-eBNCAU6#VIx^8Ulf{TKE7?(2~4P%hpPf=Gxj{EyT+- zX@h&1ku*1sOeB=P!>PZoib`KSk-=Koh~c+SrC6|G=}IoUKgP^KnQT*TKZ$7 z`2sXixz`_qv(|`;;VkbH3vs5{v|!qhpq!IL6N^>dPZWGrPIP{19*tS{{`4HIlZe{X zVKIntFwz&i7fB3nWiFuzG3eVt9ue$ z#qzJ0K(T+Z#89I*86lGEc4NDTNr4L9N0)Cj(Xoic_PX+49ZCL;Ba43T$N^SL?Y^tv z%X1S<#vk%Y1JjT2G>KH-{Tq=roRL8ta$cAp3(x$ZoyN%LWPZ1%*|4Q3T;OHjZ71| z-*`a?GgXls^;#>AqN>9E zAq;-#Oh)2vp&aT>&Dn>D;=uHWG!-*v{n&tg|3q!VPV2x-+{U~YS-Prk|V6LpRA&2PXmjtJzWDqOcCH59m& z$#wY$Yf9@ihv10rz#?n-Ht4L4wbp{QJu2)B==>v9^4CuD54-;Hy{dcWwz@!w0Z(`j*5255JhFWsErNd)JSfr-QF2qQfT`pyfpGNszEo_} zW-OtZu!+BC)`{rXDzUAyYmf0dJ-gkc(bX-<%%2{y)u5hh~+J6wfgwAah z#5p|z3}wJoLPmuK7xuQnBs#U~_HKXhRlnc1AZMMm!^{~oOalw**Ox_}T6-iJWfAvc ziuL7D`*&A`!Fq08*xc8JnLx%KNJ2Mb31mb97Xc|dHDm!B1BoR<4y2`JXSKDdKUw=Q zg?fT-wWFd_(>u8oM0LF?%Bs6A$h+?L)G$%#H__S+Fgt14oWDSV2KMPwje38wp?jU0 zY?C4s--*i2`Y}{U17HdS(h~oc#hQQ1vSZVe4uMk<6hK}jmP$|5nFZ-Nx2<(&TXoOe zi&N=ryHoCLYwAG?H3k|sP}yGGE8A6Y5^8j0R`&`u@sc(u9$9hRdvK=r;B>Gp)+zO; z|7#VK|1HbhmAM+$c z$p)Qym#zoBiZ+WV^$Ol4fD(O+)yfJu2-SNH`@oQzLY9(4YT}Eh6@L?{R&CUeh7Ghp zj&6bpJtjS2F|AvsAko%F)62G2c+^|pGK^;FfsyL(tenDZD5pZ@Qk;KQVxkkVo%B(P zWrv7M52L%q{vh_j095i?>2#&4A|B#}B_Jh*JmQGT#^Y zGBR&AVF^c^z8j0<@Xf=>WocgcyF--Z)MHV5-U^HvGzkl&CypY!I2oEW(oZbk`WsKl zYIaT2>dfudnR0*FBzhuNe>)aOX|BM@%GxS!EoBnQZ25!nu^U&?LjbV@?0-W;DSxiI zspgoNTMHMUIjB6?8tnn9RVmH5s2-_4AwPeN#y4$76bSRA4vNy@Y) z)3LJp>gMMB8o)k~Mh2S#ty7!tChNfXRK!q=jM9#|j|1e=ds3I`*wzy>+z8`O6vD_^ z+Rw<-xmp(O&5g9>S?D2VGCoCCB>g*CwD~-zO2~i=$TIBKCB;At=hqNZeYmcy#d=C4 z>n%9;(Yt?-A|8cV(Dsq`5QE-=u{(O$2hPj6;X)^Y0Uk+P_n0;%X-Qat|>CSoTA_zQa2{}nxm9Ws0sHaUumC0CZe zKs>EmUg}|KyY)Rgvw~M&mpcEKuV%m4Y_J}!@Z0mgBCfU?{fz3s`*gz!>1#(Zj`gEc zczh9=fm_w+*jbpDll3V$S%orGA5J4pWsHBYW(vnIsQ|M+JBhqc+|<%~me2WvXZ_6B zzsED4t*OY)JW$w4?A195MbV(=5@V^-Y1zYR-C|lvCP$4rifuHI zU9YnI^*?Msz#1L-nN_QvN2fRZ{=I+sQ$N4mn}Vl4EyD#5SiL4}ee}ce=FKn}mT!Lu zT10ne`LD>VUkkkb583$URQr+g=yzUbl3YqFLf;f?Z_gwL9oc>KG4iJb#o@z1>hVX=^O8<>O z4>xCukCYxgR(8rd740eyEZYVvd%k~gSPduMA`Z1+2R#G_H9zkGL_wVxK>Gm4JZ}UZ z-;v?MEb#tdXDoM$rkr`1l+BuM)9;*E!t$QF*1+R?trN-UAD?#wGSqAJ0$~qr3>(hr z3cv)V90s!dP#u(-OofHbEoU>!f&28MCB)v^8SWH^y@)8KDWKghwBtufOC*0=)rYHU zRtsLRY0XZWN(IZ`Ce!{9&tLUx4tt{t?S6omxZsU-(KR)7WzDn}WEYEWrPKvkq*v?g z8*gI5O+H4Ngf1#*jcy1$6i^eCIip}p)`C0`x%P)pDtrcw!5J$}yG^MthPp3%XF57A zKtN1bL15-4;C7I4Kn81I(}91`198oPjVWL3v7~$!Pv_xT;~`QQ3SqYsT2l*CVb6;} zPS!ifWkDL0?Wd=@>f*Mbv-HH~REy&PM?U|kPkY8MBCd$Ge~L=2hTmELr$#C|9s=`FMN2qpvzA;CH`U*~7Yg75NXL8g4<`9c~8Ot1ZP*(g-?m zN@wKK7gXy-Hrx18J=v@#JXR~tiApk1Pn1+tuCX|$yI+2I z0UdyxiXqpWTZYq6QfGe_re|G)=U=FL0PL%9H<^vISK#)cxE*l&Fr3YMb+z>%?lkN$ zM!*;=V$La}P6K*lGhSK&9Rv{L^-soV1tNvNfQmM(wjcG@Yze^Ye#c zo`UzYJ~x1#?t9ek_9Z2{clXVTdpT)l6?44t8RkDD`M>)WhvR=UH9tF}AU*q%)#m4d z`&5*bOPA%+UmeAFSu!2h(FW{TP?(u@*D9~$^~0?&g^+K^Pu`aThJE{{xU1ceRWws8 z`s;}eUB1au?O#L&6W6$yt*{R01plr1DXlg(HYOv}8rZa~?8himqYZIX1Zb61ffc<5 z5UoYJNG(8?Hc@}}MQS2wpq{4&M0ylRO`yY)k!GdhKeDp4d+5$}k?Vryy$eozz+g%; z=cHE@LIYPHQMoN7I3~bH+;~~|0xq^6ynsQ{dUaNzxhG?~JZV`DZYaymQwn`;SBCWK zlhv;;^m|3@i^^B(&1RD+E!~urb>woteq!dag3LT~c6t+9p1EItVd}I=)<3^E{15*r zDjk<09R(8tH8qz(b_6q*N2dgLf4ppo{oKW)mn~l%= zKS;#CZ^mz)Cg)M^&vHi8cmI%#!|M_IBGmKftpB7q9#*QsHxO6 zYC1KOvZLlv^Qlj%1=K=n5w)0FLM^41QOl_nls&bQT1Bm<9H=#vBej-VN3EweP#dXD z)G{+lM41zjUyFi7|1!HR9xc|0|7kwcJlb4qzT5nng^xwE#8z^Ke}12S%Isk7_Xy}| z*>hp9DZOfYPw(B_XLz47%l9q!^aQVRF z?)_e^qoGgfL-6kvnS&%PKh> zUn7lCN5(-QD77Iw6V-8$2=NT2@it^ZKe^TN*^%lf;E494_0zkwXCE{etX{UF;Y5G- z6kj>8TOVFbW2?j%O{xaKI#rVjvA_`V7817O+185(g!o++~m08jTIJeDyA}pcPi%9%078Rt^c9Dlq%3@RXS_m z0yj_qGX#qqhWM)%s#F&h&t6FzvA`-Z}@4edPq{2hpan2^!NVZe5O4iI zYX4t&5+7)PPr5ZVF%%*pJTImsg~0;_d+F!*n$B^RP@l3hkk}`Zo*%?djzEqtMQE8p zjNJIU((|DQT)d-$f`f~L8n`kj$jQji>U3HF26VA1Irt{eTedtt9#TQgB&Vy=bKAZ~ zJxNZ9f0FO(adgD*J0eBT&Wh1(oGb-B=(ZQ*{>aJ~tpYR_klh|+hx(%a`FWrNJ(H=@ zE4c)iuy7@2*JHDIEQVMJg3XGi-~KUwbIL>&F-%~TL=XixjDLz16MdZDU})x zf2caWnfJ{%h~_Mj{aH~iDiNa^WG_97OIFccJHkuR-Irpt=7h8+v@#$dG&CTfGPI_q zva*IFK-KM^)BHPP-o8CRnwyxd;9^0QpiaR5{2x16N*tt+I4ZIebGZUY%hBhcfBtSK zOV5XNa+_=rZfKVoL``idt4++ipzBije>UY??=Lt1IHSlF?7=SB&DM88$}IQ@=A=z% zp1p78^~fV|6230q{{vHdCH*FR!%WYU!W>wrSh{1(YX2>;6;>Lfe^i`@$8ZiVLu=N_ zQq=3KY$Mb`Yjo*ICdUD0!!kiOsk27YWfI+>FU9<{fhJ#if;zWR&Yz_#K^Mj?e_uKY ze1Y+!%g9E@tC)^L+Djcjf%El~)a&oTUh=sI_3F-@Zalex7X12?$?E8@Pk)6+?C-oI zvXh2LQv8#h6LusgErxJ{W{V^*U!d`bJAV?MTO-MYZ?Pq|m^*Hw!%@%|*XK1?MOS%q zNkYk zeTvBddzglxvVc(ESm*KIFGeC{`RLKlT&HKzyCy!Ixc0;~G4G3JNKGU7O~jEIFd1+ow+ht0N5hNUNjIelu7nGtc?{r-_BJvRjxPkeDmc&S8Ht~UgpScv`O548@0--3TAuFlou4rC3$tLLrx0b-3#rsr)QGj$EmBV$rh zHe>i3b|$j^+IHAZrYMc$G70>IYt}B}`$>vz7WIf%rG{Bv5A}!HLPX?5p*ElZhK=os zJZs~&hE*3RL7r?l#SNRqtky;^9mDASQg~p+x*D@)cnET1A@*MCQ6UbQho^t^XL5xP z2)-js@1eA*0Jec}n?0Xb9A&`+%(nt{w9)*ayTVW|P0w#4wUF?ER$dVl)nPHh_%_6^ zT^!a@YsX2rk@jg)4bp*hL~I6XlfjZc^;scGg$$Fu$$4oRPAK;g9NT1Txc|0lGU{kIPrSF@>o`e<8spw@}ucL^E&uTy_xQ3)GuP0)C z#8Ctreuu|Jc_sDU7v#Skwr+IRkM%0I6{mGytN(61ONFK zm!>hpfm)c!(7QZ738VCHdWV!m48JV+3PW1WMZz1T;l1r*)jbe%>E6`-hX z01%MGaPmRl)QDHNzmn-j_K}qbI6_wLqUWj#)IqG7wTQfMxIc!kxqj#C#imN{19qb8 z>N#(u&Qhjs$y^+^=y>BV7$2&Vx8|t2kML4}FMS6?-tU4)Z801DUib2xw-B~d>9;v! zmiX{vSrfVSj)~x(lIl5fmlX79>W1wW-Y(2x4;=v!D%R#XxM~F{tTx}(Bko8>fF_&8 zo3N~nu}sl2gIl4l;VToRYE}qlz#%7?zj9K1aM;FlKe3_u-c#2+lPhk`rms+}=&hj- z*0&%A%sH@Oq@V%41e7b2DK#frIi#XPI?aQvCcu@oVJEkEg7h+QdtQ|ns77!xmzc{K zbp5p#U-pVP3DU_Uj#t8IcI4_}4uncOW>*B|_OeaKo?M841U^QT<}V3202p0j{kL5- ztai^ih#~)JWBjg&2lsx*5wR|m06SoJ@{)=%Dmg?eX0EyDp|p#fHAWKe@s}NI;k9ZDW>osu7FF9jbLYD|2ac0*Q+oUlj$6QcUSRb}cP>hC z!V^e10s4;Pnu&Sw)S_cf`N3~nk@$=^qOn;IE_XqK8r0S8K=GcTffG)kTSw>ULljz zSeOkWrvaT)_IrFAcERzI%e9P9ypodGr)7vIbT^KLV|I=J&8Y^FoI$r-Ne=6OQ`` z#`15>ERiy^Qrr&KJhW|4@T#9f2yX+I>tohLZkA1h6XtoziHNAM+71qxU9Wx?4<9TS zJTnVM+IdL;Og!)hHD7JQqyv-h^wrI_ZG>D%SQ84DwJ1x5rUHk3XVvl}x0+i7vk>N? z!FaoB=Uu1Uinkyd7K!yFJxhlJF~i2{ZNisNKQVY@#i%3e_!5uU$3L8;=C zKPIX8X}RejD;@c>(o z!*&Ma{D9aZMeo{#|9zddynOeg0kV z7~}h3A39xJb;^m{RbU`FNuOFdM zlHskmR~nt?RTRxA`H&chfk`v>7j6tw{@1JtY_;(Gb(SC{y@rrEG;f6O$2@T+;o!JpNc%e6?4b?GbTR*%xcksU?SvUADwv@MuKBq*^mrt3(xr<3$Wu?#b=^&jn2Iu zu8_9D#U>5AW4<&|z1_ZU#=})+aQYRor9^b13HHzglHn_}e(uE%;r+8et zG5JS#$r&<{O!c%3n0$pQ9-|F_`}ze?hLX3>2Wo~}o22Qn0aCz9rYM|v^3yM~gis^; zK7DMmIrc=+eMjbf)O@NCH%r!JLA0ad)G9$BBiOqq_Hewx4w$6#*#Yj_8|mH&D?ami z5tDp-8B)#h>-P^(-p8CLqcP)piU=$3XD_DIqgg!MZ!FiG+8_`HQ0*1bW(Bqg=}nG^ zO%QIg_mWPVKp>e%W`XziQr`4_!$j?j%3&EEV$-#NRVo-lxc<&#SWGSyqdqWEM)Q!r zc}PvrymPU!yJi_mXXicuN^m`IZy@NuH{;OQ9xFZtWLoz0`~u;!2?}yVrQk_w6E_8y z@4G2EiC-#TtlxsLM@o41%)A+Ki^V18f}KybO^VA@UIm2f%9=Cs z0w90mPt0CbL;vEr+@b0Vm0rls^|{?e)DhB=&7yF*HBUW8ya)e#|1UjrZT`%GvZ=Z0 z*y!4T6rP}y7 zDPBgG26s!xJKX4MVauZvAGq{Wc)-K?bDoK+3XjEMGc^Wa|0Kc1xx5f+Zpx@fna`+e zDRcrm-ZXMehyxrUHu1jPZPn{8Z(<(e`&gi6|1XHMpj?BU~3j6;te z+G6{PT&+}RkV{g9`=x+a9QHa&C0Zc}@f>Xv;FuWn-(bbg`_F zdjA(IsD?K{wc|`9C~IyR4~oBzv9NP2MtuI7z4^K!Julc>$^}_a4w6VMr4qJY5BUaa zdPC}C4wdyveG1BpU3X#WcSl9aH{uv*ny9))3fj%PvHK!L`wyqE$k(mE1&Nf-gFW4O z&QK4tx)HaXa9MZm2##JYcJOQ@9-#rX zNkM`*;*%M7&92%Eeen{Pl#QavuF{xii2coB1Nj&61ofk!wo-4S7U?gfEh=LbVVa!|*# z4Z8XLG9a=L8WimgP2F-qquAs%vINbCRX`b_jcd@A5(R2eQiU^Q9AcAGmCIOt6$q9$ zKCr%L6dk^abOo}rmv&jYuJ%GDS*Dr;?>8?R48)AB-F{vFT(K{9wWUR{*7jY$JT{;B$y;WaI}i3 zbE(n_T^i8j8;wyUBp|g$;gG6vcfkqJJWY5bIANPQHK@($^`TmIVhc0b)ijy^a+eBk zFn~esY3_X3oK{~6_aE1N8>h_5U4~GZ9=dx|2<`QAtB`8^A&NI6HD#jKdVuGf*uG!JCGzqbIBdSTpRDo(w8 zL`euwY;rge&5Efr`O27C1NfJci+P(qZ;UaVPL;V7-(ghgGZw85P6X8ZVJmovJagvR4bY$$x&dE35(_i%7{z^nx%$?Q2F zYh-@GBYcD8P5v+|t&un=r2H`F=o6ImuB6tyWyyYv^w9j2c(Vb>GV1{)2?V zAP@vp*o+5c*Fhg~gT%m|3kKpv_~o+-3P@9Ovx$l6JfS>c4o>iEg1-hjcux(-{n~%Q z1t%-0U+;R|D!%EjA$$y0>84X-XoBHy4~MO0j=v7*WEsb(Gt}i5vbP#=+{Ac?{(-vb z;Fbtwsd=oL>`tw4P4xhH_N^@I#?gM)pPF!I$;VkaeP%wEZ~Jf}zP!0^=+5BrP6lQ| z!B`hW3l*^PSQS8Txz(AO=}#qENDcyk!L?+5@=kxpOG-@ zGmD7t2ekhrAs~|ULI3%HWrNj!4OK?>JJq3j6^9578y$HE=K=zlv>gBuh3ji<_I|dS z-D?NHs}9z0qiv?uFx)h<^Nzfvt-LR{JG$?+P_BdsnG2Ktb%;93%NR&Cm*BVYx@~c+ z1m=#>M!`ZDkTraR7l~l1Q}0KB+vg6dO(xK_R`bB@z=P+Jr)jI3rIXU(xD)V{u8 zk`RR39R=(Wx(cpA^Mf>1zY15W!^9Y;b#uiZl?ASEQFvYcz-9$iCl0H%8lC{JZD&;x zTdt?vx%=c_njIX+|N17-85a#D1VD{Ql(p0@#_0}IGPP?P2SlX<;|4R!tD>oe4HZj-iqDg>W3*UQ0aEM;Nl z=1vGXf632#fH208PvM|#$sy-<$~pEd?qS*5ad9U1FQq+HdZfjS8+9x*0=WINB7x5& zJCUg=0to;TpvCEt8)!N(Gfr z(vpW!V&{a8tM3=pU#BwhrPD7WLyU=L!{^HP0oBv;Q$jcSS&f&G2fj6f<%H2DqQ&E? zmdGj1vuJHRuF!B4!b1b z^^9GzQ}u76O44{h@*9K$l~wu6xQ&3&5@w3ul5W~PR?Cx1ko&To(iRKq0|?ew2?7+l zdD#lyG$L}_Apjpf;nb4xI3jr&*)61EBTaxC1^pNclH~6?O9FIo5eL>v5mFc}tX^`*0p)sg z2S`_ZHDl>1W1Oh?E>>B{l zaTv*Ot8h}JmuSb)=s78w_=uaFoK38`Ptx$?Tek>c1)@do(bs=I&*JkHlC22xcDBnd=rSfHcb6sr> zT6qOia~Dr%SXMnBj!EY7$bR2!dp}^nhn+-)|K-yE0h8rN|Kas+qa&g392eW{MnM;W zKx_Gj1pgEL$KZ<|2c<_m0qpbq&B&Ho7octhb4+Ne{n;8ccqHgxG@fYuM8abvb z7$w!a$IhG6^bHkC<9@Jfc_ksGFC8X>C#FF0dUJ(LlRO@Nm6`(r3@n_A10>vfFPm-04Pems8Q)e`ZUKwbHJU*?%#|{9p$IgYayDhJ zqwqxWmv$WRJYbU&(oS4Qkr7%*XP*A(z@L&-Vu})D@_6smQCpqrLt3A>uf$TBUMf zvP5d1$*TREd|>ih`HK_+P&>G8N_RZ2jV!EB{7sq&3NT^Q3VU%f_?5dFi6xe`r*pVQkh>yAS?2s&9fJPI6xL)O3TzrOhK5Cm9|m0u-KIP_z1YECdQ{(Lbj?Ln`$6A z2F&igxn)OrZju(mV_seX!|n+e==3|e5BYbYUc4^7L#gZ0J=4`M;y~Ll+#i@^#;i$q z%R+{5s^KSdvrWyiSX4tG!w0eW80-dv99jHzPxd^UP~Xom|$ESUno!{Bo1bcBGg=~b`l zns;ew-NGv6{E6DV=tY}lu38`v^Sr-CxOkrzqie_iJ%IYtaS!WG_d6!-t@>$bagnVb`nheG64DMZCSn~4CGX-HB&Yc1R967lFaK0Tjlx|2`}dxWV@McTt3P+|b9jBtXL3#%an&-ZjL^%2aq zCV#{eOB9_KGu8H}xFr$VU3=SJLO!ze9qlTSnb$jZRqMhQm#3w z%Cq8x_C(aris!{veGwxxoSBKaIXWqP;W~A+pU2tga;k3t?!*WF$&FjeyAylby6geD zR+6U?c?{r|%gP6o-Q?eHLaPzP>tJr%eT?in2${`CpX2J+Ra=^azQY>Uy+DHx2S!a{ zo8Wq><4v;c^e7Z{_wC!*a7w+*@^Dc5zhchXbl*qFF6X+H3epK%nQgo1$jOBP_&KPv z6J_wpQA5mkL*3IG?-ym2I#z)X6djcG#ZG6sQ*#XoTum{I0Az#F0_viB#soCWh%8pM zV=AXM$<-Wx=<<78ZrBdox1a@4zruQIn_jE4A!x&TT`BL<4B@0l1*+%isvvauU5!rD z=BUgh&NorHu0)sQFq|~&Sx{|iT=0V-T&AO}?BTL%e=RsewL0?1PF8|Z~w{yjR^>4O$ zJjUF|!LGLHU4a?{fvN~b!~Q4wZvevFfc^&T)|;Hnys-aqb97Y&rP^uCZChXD;qBL} z_}!}cibM9PN8HUSv?!x#P@c*;0y+toL+3F0;SMhbn+oSvig@ zixuPNIiI{YxRo3}mOtLw5w^LP_pW_stGDr1iQo{doO&iZm2{VKXIFC@FT%TmbuI*5 z0#cHQ`YA18!n7~scxA!;{^I2aL94HH&^wumCr)hlg9?4Z1gwmi;axVI>hf1>2i#d< zJz_I%@KjVc4%3sd&@oQ|e6WB`i-+rqWseS*x$SwsV&?PL=c)eB!@ZcrFw|c}T100) zp*pI*eT4e~3Y&13;Ue@NSLEU@+# z$urDDv+ENn~zpa;Xely!?Z1 zv{y>f<0>C6Adi0m)+YceCQU%f>8FwD+O_zR)X-CR-#6~}g_F35AgCxLxO0*-mjCJs z0}zAL%uZQR3BvA@F^3i&KFs7dP9Q4Y~)F6S`~hO{=y+92$E z<;`76^O0oPEU~EuT%9P&*nP!oLZ~~DGl4rOC1qq49(B9vsHg!n>^#IUsL_qwJ%LpL z*Mle$>HB6Y3u}sykhX!)_z!0ZuBXq_OX+zy!X@mIQ|8b>+l}T{a7!QWg2{m-)R{RO z9?ugwhZ0!Ncgs6Tt9vfsa^~AarNf?Y3nTh9Qfh8+YBjjYC23WW)bhF3eUQ_8WxvsH z>)lU2aC9Xhoe}|6$_oobxlopY(y?^?62w^WXlNd{+>^)pLpj(FC?Z**lVNk3T?$j+ zP)3$CK{{O@?9ESpbKX$&jBR!T2}MgjNMDowN#*71`u3%;fUxl+sHO$Laj7XPszSENnyA(=)BZcD zeZSlsqWbJlNyNEfl9V9*BXsp{Z|>R<7VpvXP1D?Jyepmq8ORHT346N>lSU8&#?_$W z$(*O_I9qatfQ7jh4iW1J0yJODc91H5d-q4!bwyKJsUFOVcfM}2wM&wC<&W4hl>oJC zJuglYgfjt7KAq=D(_FEVpy>Ux!bMB88{Ue7UuQnat8fp8Eg>CsVfDUn5ZG1akUjj`D2g5&z`!i-O2oxC;wlKOZW`yuInz@DD}L zwpy*L1Pa(E5cL>_%kH%fv|?%?u=Rdk?SXK@rbq$6&JJkc3Nz-;$B#=lDqHbyU|dAs zdnL(HG!mmjTNSvTiKP8rDKc-}7cuPCx-*-?zW5R{k4Cq|6F1`g;pz-|#+q)!g#he3n4c(g#Lf#z~FupYP3ZZTUM6n-D{L%upKc`09<0 zdG!JQ=9b^5120?1ywsbQr{+@)VYYYz=X|Tb-en3K zFFWAtIXfQ6f#o@vDkeD+R)ph@z&WFaEfn5^D4NV8s-aI+5VG*-i-Aw@cTm$2ffWks zY9~e-ASrZcr=-y()-;w@2XKtoaX^SMMIZsD&2sb+XA{a?yVEGi!(5H;A@tlOQBm$g zjmq-mEx+?ozJ@LI@{jMRYOWWc{)EE|c}ZJ2BfUZM{k;G#A(EdE|2P^6;qDV-Tly?S(vMAU-YcbOpAeL^L3xp5kfH@h zPQiq65+;RccbrT5$o~QrqAlm0INIm-;tdwkR#(>6W+r6}_@g-TC9A;^DH;Xp(7TU8 zqASbMZG41BmDqt)`IdK9X^!_>W6vEcVezLwE=Jt#svP}8^jv)3dA&eU5*Z0Ls5*aX zH7&&Zmr2hlM|Myh;A;~R07ieU#4rVjnuxIjDMdNA_Btvd=|qD&n>ee`!irDHf3(?F z>B7S#CJ80kXh$0H$c~-X5J8X_rq(ABia=i!O>)|9B(kDgicm(w8dy(YCF<3vv_~?5 z4B*VA#TSUw8@kg!WEluvnTqpVNwcn3Hu0xi1Ov z%+gz{2;-i}{uUJPrZ(ksN}=$s3S0f;$KE|I+O9l8kM3on<>n%yT5H-fALjVJx9-ft?ic-Sg+JyOp7(<(WN# z4V&wv6W=mVf*51d3Ep>N5Dy0cr%?M;Vw9(ik=SCZn=TFujmz?)reVOMUyMfjmAq2w zbMb%J=@upj5{HS0?N2-BOPsHG)ObaZo`_n zial6%g3JT`u`~t8=STl*aiQPUu{D+chVymQzP+M!^JiACZ8dj+xbCTY20YxjOBQ^! zJB}>%H!d8#wo*^E_O(9Xcpa)Ny@{{P!O0R9?ExC(eo$u7dJK|g6-9mNCp}p(ZiddR zmRJqWHkIMn=xYM*MMMdk)`CWR@mgX~*nD&6CDjFbEu*h)q=)QK)7{No&Aml{kslFh z0;Pi$J=xB_f5-xG+V4kw1odKSXPmwz z%ZKh(7+6i}3#C)EBe!jnAXnyLu3FJ~42kaS?oc+awXL1&>p=d8A7Ae$;PlH;Ey98f z7c>gJJm7#n8D{w&!4-CuWwIL#FM^KSUSv$|0I+g84i8yzU^IsXUow zH~Tx+#A|`Iqg*=o1m)%JYPrjFSIM^cFzQ1oY*;3e@fZPVMoE{o8$Z)-LV)=S_t2IK z1kM~^(DW5=B!tETfN5d0*kzpgn)3~&h9uDF{NZgF@1xIh2+IT3JYIK=P!Uom`gt=X zh$*MpHv)r8S3lbZhriHotKZrY3>G}%8f-uFjzoA+NI78ztq~XQ0=4IeD)evPJf>o! zGkP|C?jeBLpv8aHr8oC)Rc#EL^hd7h{L7Ny&6wP#gq{VWE7+h`y0oMgCE}%IqF4H0 z(+A5OeO%j-%AY#hVfhCxKGp{~0an#j+?==2?Z{bjM>jCx6KyQ>xNk!OsxiP`A}3v3 z>_sU#EATaIpat!E67`-lYLvx42b>uSA9#=DTQq=1J?0m*BiG#3WmmJse+$*Vl0iz6FLJr{mviwCqwQi=dD%lYLPU zX>)7U*JnEF5K1t13*$cHTUtF05IsqU&j4A9q~jTK70=eF^lw%eGfIJ{`UssM7SrNT zbp*hpUN_W9zJb=~d3flf&75pCBK*cpA3GvDB!;QRPQaRn`nA@$T@D={l%zyup5#xp zleh69XMu&0KxS+dF%zHI?g!>Zd-TCqP77R0O*U0TZ(tR@UU%S)K2*1{->q}9dlUMq zjR?JkRJ6wO_ZrRSUOTI zM1=6QJY^&THjCRWg{C@))O@~9o)fO@YvYG(thO<@_LOB)2RU-=Pd`(;3Pf?79!QyYL)Vwb?KrCNNAtx}rBQE^tC`LM$W zJHe0nt%KP~yN;-uErV!jN_*%6E%Meeq>#V6rKMLtZGkd|(tm&(q%2JF`%s(if&#O1 z0+h!WmG~=938D;PwulIvSHvff4@5KpGH`gSeJh)HJcPKEt(uycmX|!-L=ABB{cD@^ z0fe<DFaeM*oLGltfmyzWr_PMetR9Jh?3!MnDiV8Zx5 z6zRLtW5KVx@&$J61~;!@nKRGBPYB?LLy^Gol(Q`%VfBRHqn&tWV$BFX zAbDMiFov@3@^IHH8a*b~tpa#FAl)X|BuS2YRNlcYjmp7Zc<2zkl~lZpKdt5g zTFlqSkYVd_-y{)QcK_OGKAI4pe=y*iAbtqYFaCZeqG!2cUQmZ-ECW;;=GmIPW73hH zyEq(yRHl6XdBc`bK}Qi5tWRN6 zw{NhE$s?h+i^)Ba(vG4po@@SckOyIBV`q~M2_Duf&7f4Iyp(hG6Y`y1%zODYWe5D7 zPqt$vABD*isQQ$<`}?M2_aK*wdwp*=ajS7l6?Tc;Bs38-d4QHi+{;_FI#TKz-itz< zr>h7ruJPr=$d;Xuix%6`+pC$xu;Y4cR??8a7Su_mr|N#<$@PT{xYd^e6;i_1LdfCM z3D89G$<8f)``5@Fk-R~|M;^nN)8SuF*}d;!VS~&oFB`4GA7{>`0iz*V5mzDw$ zT@KeY*B0i>YXI&KcR9Fuvv8KW8009n6v;K_Fdn$@@mgGv>49gdwiPjvM>yyWW(&Ut zB1J5WB2J9*efzXVcVK`R9IN0NQ3Jx8`VKoa1eV8LwYYLbS1%qCyHRO19cm#LaY>Pg zMCK@VZ`h8|47S-K)*mPel&+#W^VE02#`Nam+vz3WV8B#3YMtihZM9O|w>>tv(&yUh zg(!-~xT2q?{+3cbC$!hda%L$6*Lk-$c^LiLiWvEES@MXg2$rjmzM0<_8g61+40{)M zvyLN$(?HJ22nWO#)$^K3&NY9g?2wq`p^do2+1g8wOB4CN8D!-;nOq0 zm@vEE<@>=@uD(P|!eAzus?^o=BWNXWC9D>M7Cvrh>xx0g0Y|8-!3jzY2Ak13+PxOE89e|0Iot2*-+Qrq`%*YPf zbHgqfMpi`wbIgI@Q6EU@_tj|jjt(4jqY!4SToDsAGpG;+KO<}cG@YXKR8>9oArn%R z0TlvJh?N%<#_b>?8lvKf3wGOnBDPzW3dRzh`1Zl0E+6?dvxRPIPSR)6!{p14?}?9u z@c7?gQR2I;dVt@^efg~iaZ#b%8TO%1pQT;ndj15q!H1$}7GkMPFqU#a0#x;<7cPGG zwe!`wN*Wd@QGz^DO1prSu7fQ8s-Y69Gub|I0_6cLmk#h32=ER9lbL3ta*~SkQUDOp z!{?`{UjB})62wOp32TH^Y4>HbYRhPPaqMl}y+$4DUqD1sg*8EvQjbQA4$L5xOb;{qG_e9mBAI63RR>Y${is7+G1*T0HyVOkR5 zh`4Y_V>Be0b}1+*B8u*aP2{L0G3#V#=A28MH|n>#@E1>_yXQ)9(xfdhW~>cY>E)bx zTWL0nbb#{aA6*X@o-xnvc)9Aj*}u}BtkVTV`Vrk@bB_{5aro{Fv1PG5mDFoZDQ~d( zmKIW0rjhHQ7lt27FoiNRs0M=z*ETUPGyQbuK&5~|7p%{qUM;7VZpktJU5N#7J*|1; z(Q1wSb$8aW^TDi%5i_?QTHs<*29Ua{os|UeJb*B!sPG^Xo*2T*g?yU(uP2woCwX)X zNFZujopj!)fh5Hg;0;^1nrG}yAWP75_IuFFKi=K(3o_xx^e2SUwkJ2OPLtOcL~ znDZdb)j2Apknl(uZk)YwO)$`REcnn?2?I122@+vT-4s>W=F5R`)zfm(bMe;-BIF4k zd{6fZL#*`+6<{LcD(=+R6?v3fA<7Hp6)^cai2Fi=M(LAkU@VO2o$lF5q%~T=mPCVn zi^B+`I%{0f|DsU=F5#&eA?qj=+YuB4gC`+4a(gRIstKseA2WXUk$^{4#){>QEdU_2 zv0YtsBd(luWGic|`kmbT$#RNgk4K(Z3458r5j!C}c!rXtwr%o(R%eQi_?~ncDjkM<=v!9L) ziiuy#+|HWU;06|PY&~|AQLwoo^Z?+78gX{99J4ta<7CcCagQlJm0vpSLEG2?seqc1 znQbQd234bnhsDU9Ni4<GHO8SqCIaLKT}C?? zR%|gkUJ~y@>H`a+9!>MUSXuk=U$MQbQLnJ+copw5=)_ITV|UgPz4EJCYJ$8n^!C64 zcL%BF88iehAHyBxVe1PK!L>}u9V``QjC~0Ciy5;vycCF1{}mB>eIJ|4xlW&%u zmhPDQaXVyT?Dz_Ijif-QlsdK!g>rWfFb|HMr$`(N9EX&Y)_XmRt!=K~B3(U|8~XZM zT7UTypdvjNqguOPjL!|sO%}ob`@R2P@B+%j$;FiB2o8n;P>l?U+jG~RnW(J|Nyw7c z&??jKh#*D>?asGBCIn?10EMo|r&ZK>2+4;uLIMT@-p5b0?pX8AXlSY8RL32>jE$JG zUA3?2TweCG__#BfjcD)uli_8tla#?R`_Mi6Au0$N5-dolnV6lJfS=c3{M)%vyJSbd zo0;0Dsgp4a@N@2QnFach>JRs9Y~{eN$k~Pg_#*h{NbnDU66Jq(NPn6z8Cd9_TyWPa z0w4*4fq^pA6dS3Dsj0oAIwi}LsP7}mstOC$!@^wH#EBQB*d-(ri|>KmDq01p5-Jv_%67kNJuS=AX3)Q7exx5wzbtAYn8fh%rNcrdh^lWm8@tKLeEOe{~7@7vHxb)0{ z@rlxf@rqDUV4w}@YqGXP#u1#vxsrs)5v0T!l0@#vH%Jwt*a`Bch(P+m{)osj5&Q!< zz%hFP8r`e@9FM&Wuqf~_1n+N?9G$;aeAst0Dd?1`{{~g= zyYPtsM4ETQW;`h}9l^6b0*L>8@SCdOcr}4&qt+xL#f6(^O`dN7B?JzN?q}Yo>YQtq zuhD@Zqv-G8*>jj42XX}aVpxpPz$p!@D7gzmw^i>>G+^x7k)!g_g4Xp_E2DeGfCwWj z+9`&zeyP7mRMnwNwOczz;IZE=2w*wIoT#S&m=j+M!6KYa7u*UTwNiy+oB?PiZ zAr+q(wbvU;%V7HZCjQhU3*Ng32Ma3yvhG6Z>IJdP}DX6 zhhx$un}kpH2S?it*B0Y>KucgfLOV)3AiMSMEpW_xV;KfGO}C|ZoStZYSKrK_a|;C& zH4o0Q_p0&ha2*i1W^&n;VXy>q(5>0o6t~Fy@We1YE?LfmAw9xF_31$3mp^)^3Xdmq zJN7M#h7vXJswE)GDyBMhM!^FYbJk1%%pE!%f;P6V(2LCr4T?V8?WQpis{vMIPO$0& zunc6)CnYthv+tf|>~u&JfkinL%kXB`ekIb4cSweT-h!#S3(vd5-9p00mEo7|X&%cC zOn_voZWrgb1t&a1T6!Usz^N$w2}{|pk*@Cbt4puDC$^T(bdQ&sVuV`MlnQwOC2Eg1 ziwgozq2xAE4{=-Eg(8jB^}n4`cq~_0RA)k>^^K_(u~24kn5(0fD2m@_osj|+5QNL? zCiteG_3qdq3hQM`2d;v%b|qCaY`@zM*&#{S7H#9#l)1Z;YJ;`jze2cG{HBB?Yu37n zG6Nb}z$~PHJc~O)D~*gyoJ7C?V1DJ%y9jNA($w!~?6K-|ixXPd8&mY=+Hor~JnF*K zxl02tacNmqvhVDW1@n%Tt-T%Idz2?DH#v(hn3gryR5$!8ySA*$?6}vJOhT1CWnSR} zU5rFKIdrpyLMROkCtGhY@MFVXU93@Fp?TqE4Uv-Ar0U|M8#B!Hf16tXt6TG1zxo1_ zFDTjryyy?mj!^tf!=v4U>efL>jP>!kako9~VPsw2bH*P|Uod&lAi*ak2(Kel2smctRAb#{ zcj=>W8|B>Xxe|xPfX}ductu$w`?F#rW99pvTlqqi0y!pNqzDC#a>sx8HN029NvdE_ zx{AK2vl7Ki-ssH!1M}?<+mXV;a)|w5&o6_An!|t8<2wAhIP})hA>R^&ununb_eHKq-*r_4d2 zv^35@hN`WC8$Y)MrW^-t-lr@N2SM)7mA%aq{_1BfGr}i4q-8$#r;ui=gxM?6CBafH zJenJ-*9gMJb)69uEXT4fE2oK)7Gv3qHGu<+I%-BRfqrcjRAduAX*Oy)(=zzIU2!-k zrj8i%%gg8@=uB)nv{8AnbPlfa{-JTuTf1u>r+KBHRZ8Q`gMH{Om&V*%^|~*Xn|mZL z=Nk|-V(Se?g27~1LFxH*q{dD)oAdtyG!4u0X97JT$fTAefLxTDMR{4Lylj)alC{`l zEqNvHlz*4m-UQ8>Sssw@OU?&)WE|j zr2<~UK|O^swt+`b33Cj5XcOA}Txio09u?;<=YQcC=!YWA!G8CIyv?dv8rN6LKA5A^ zzysECj^}9{Xi5>+iS&Fu4K%SdGLB=hJ|I`I6mErZ-=c-yd$BSx~(LDuGY@fyEC)eDAmfc{Ws2U;o{p-~thhpt(M}9-oYrQ5aii;Jm>bwc zb35Q0My!8QSx-k&J&?5$e_Xn_MyMIX2Y-+|86CJdFVrdKS?CeU!Q4<^(YJD7E`B-3 z)JBu=mKLei-*i>hYkhv2f#(FNHEYc?VkwDob|uyFry!?Gp*%*bGOiu?T$X<1iYs9$ ztSGF88NLqEDZvH|N+--fb)oFrWvy30z7&l6Z>6#Pv3GMF3wlzRoqah4^#fZ3Ti6@Tk2vz#a?6YsUt-x$y;d zTP<*!#X+HNgTSCLS6c|uYiJ0cEwo{~7A7e02DYqo<9!m>MF~RdQf5u{>dS#Ii{&h{ zUL5v^=%LELJ%XVp%nfpfx__e|&<0-~Wd)e%__iWMujUVStlpzMe^E~3+kaw@pB3u3 zLfSZD1d7C`xQN2bqkAU0W}W;y40hmLDfH^AXQ0$b4R#VL z+DISADZjZ5?BGXBfyl6*A|)DVy)LMSZ#5!95?c8hqyTLMdo?N|H~s){y*IEK z>f!BI26bX^#jpmah0d^cCx7v{yT-ZwFTjndNh3#wHCmUvz;OcB3SSmRDnD{Lsw>fH zAF92Y&{Q#`#D~`24}EAy3++jpZrSs_@qdp*TRs8Xh;U7-TVr^49&N~V$8I_)(I1@o zFr9bfA~3UF;IRi?4jl`&|LnmI6P?ep@9dj!mjWTeQFu$^oxWC&v46P1QRwfarRmCz z=>Or@&s=)A%EjvRwg;z0a=N&z@B>>Id7n+H>(bu>g&qC8te#$v=8za*6CdkvSS8Q% zaWTpAD}No~_vyvEJcG6r!?ADK9hIqH;`!dm{{G>whes#H%_wJP=On#a%tmw1z_YX* z&$C-N@A*rf<{`B?0Dq1FxBF>!bzMQm5oB17@yx27Bsd1^JIpC^0B414JcQFmnox3D zr8j2@vt(~Jx+)XxY3}0ja|aG&$qwH8Fo9QSaJs(my?fa#g>);!VH-t0O{+&_NS=~o z@`jAan4}~lGjc<6Qjl9RCnc%Kx5s`qo^CdZ+>&h*`nrX_lz%n!ncfQhw|m2nC+}9Q z@XhGEhodh$(Ffz{K%a9&ANB`lgBgxVX6)k=t~h6%+DTIxk3(r=SU&o`s$x(4$G;rgMhXbWXQ>mi75 z7lJ+xhwl$+3g0bele-{`{vhkEK!y`f7s>`vws7!N22mDG7f`H;@^qS!TfC^7rPC_Z z=Ex1X{&sr}*5BnE)%840gNsbFFDWUruhCb$ASBOV;D3l&QvzvOc*3jPt};DY=~zLIa`uX;S}!oQ~-@V2+n z2c)924=1nIahYzg1NqbJfXOa9u-@BL!Zh`EAewd{ns(4>1Glq9`4B^>+ra)t8~E5^ z1)uL^!hZ$%5^SJu0bR)Vw1DKF)d8ptA1KK?2H8hHzN+xp=9Q6 zI#jLANSaSZ1Q)o;6@3tM; zTbW+jdxLO2QNFWB(m(FAhi`VDepo5oZHC$WESMeba#<;sn-N5hi8}N`Z)M>pFJ7NM-|Z7F?LR48>ekljaxt5w^%KA*xq4#U z-hY#b`T>or?X3Id;n@ND*-?=f_ZWBo;~8TsfT6kqn1kDOo&Y-cB(VG35zP8OA~DKz z6W`XB#HXIgC7iYvH<#(W%&u}WDP}0g=mreG9OaYlq_hk^e`|IMiK$F)vQV3)Wl7RM z7Nc25s;Vcdb(;DBX$lUK^U?ToT6v}~p??~9iLF6^MLq%f#>G7Sk+kM%rIG$Te0jR{ zaL{QWJuS7pcM@)GsZihQta|k6_~ZNU8mgoJBtumlhFWGwc2Je9epv04t|!XvJ%z9j z*r9&>^y$rUWaOTR>)6l2xjW(poOOc#W9u%??LEcH>mT6K!I^8$dxifyA)WiHxPP_N zo_crvp7Y(iqwI#fr}FJRw{=io>)!EJWrHGdy9R(9yIXNIOAa7!73Oqb7RC#b^ zFIZA#W-m!ZTRb!}WMnjEV>ee|qI5#jkHZV3aWHvK3H)cLOG%{plG-hKr zVmM)DV`gJFWi&W9FgZ3bHZo*3Gc`A6myjI=9s)Bkm#`fLCVw_CK0XR_baG{3Z3=kW zHPqEpP*D)a@w;#?A>A!0QqrNcij7#cO{6TQ$Ieb5*E&>sUZka=P;UJS!c&m4sBFc?E{ zAckTXhGPUqVw4zmMcmVE451Q@)}M(%>kq_XELxrMn1G35+ta1zNy3jf6_YUqQ!x$G zF#|I(3x_gK5~g69*#0fm_YcEQn2kA@i+Q5VD&3inpMOQU7wbv^e&x;#%o63(s80*2 zSZ`oBj=+&vBr5cu?i@v@ji|U9T^UWqdLd)T)|_K;oT$`4x^q0Ic9EJw>%w>+B`!TfNTSqP}?7)@ht9sD zy4rO16ZN}7XMa&W={g69seb7kD5hP1e~_3C%{m8*>DoU-o|wL6IuFD!%oo$|hptCp z6i!BC48~ysCSo$CVmcOJCKierV5{%6He@#DiW%Lv!~X-0dc773Wo~41baG{3Z3<;> fWN%_>3UhQ}a&&ldWo8O9GdDChHVP#rMNdWw>MR8P delta 50650 zcmV)DK*7JT(-e%s6p%Q7I6giKb98cLVQmU{+U=U%Z`(Eyz~A>*=usYKj^7_|bJI5H z)~0C_WWd%vsIr=3Uk*0rrk0O;)Y13FyHw<+Ubgq_}GG#(tymq9|M=FWvQJna%z={vGs@h!A9i zpjID&Hjylv6N3zO3QuO5#97_sm3@|q7$c5U_q0I@iwFcFMo9PLzw)9gPwnqy{5?bYQbu(@e3`b@+peow?GzCFi)&C!c_-${ zv2!Ae2x#Ea2?KxH9#Mpy%01`_BXOI#OVdBBRxlUW_uxrTy;ek9ZD597RMbdj%#Nm#A_Y`#&?d5F-#%Lb5XI+EE zm$t)IeLlvnf#C6WNrAXjDrg|=IfhVce&G9TrdPKA3BTOd~OU;2;G=aPn6zDH2avW zE($v*8IPAqn>1Ow0b9i&-pZkxZKOE@TJ->eb zpX7-J#q7FcncQub)<_F8l(sWL``@G-_;V6vO%Wm5Q)Zs>qjg>^9p`s-wQ{YdTG#0& zX`515=jx&C-DW<5Yv8j9Nq}QmfGgRFkuD27wu^ZPx9gSPDvZqsLz&|f0;d=ezYmkw z3E|~`g*BtuAdkpG*ysPYa=~WZWFr=lq0-&X{-Gz-6pS3=2<0AQpBJ8$7wgvNg{od9?FRFfV1YE% zLy^0-efvRh0}oDuD=|`vdAPif#OwARbZu>airkR-fOQV`3{k}PA z{l@FSPR%0!bo=t{MiI>*CDl;wu1(Mp6az0!p(rpxoc0uzr+8Sq8TUR*H>1~YpF?qf z57Bix=Fp#J3T8-u{yaem+#k2oB3kb^M2i%v~~V*gV}4hgU}2W z?Pz=rJTQqE)kygAm_)`Sd!1c$6SJ!Q0?2`4_8g_nn>J6I5urBJ@epcn1sZs15>ZYO zmb$MiV6dbMwd=CXyW?BH_%>-WU(o7*PJUquet(wU*$v7G5}FUy|DR!x02B0R5*Q(n zBz<%w#DUo>)~k#E1WcfQOTYv@GWRbI3XKu=g*@eogD96jqL27<~LDXt5Ex3R36`ri@6?ZV?qv+g}CXuUpI%$w}Pmp1@6tnB5o$d;#BcMe43c1)xXrGIVZhX^sFMReKQ z0-I?LF=Z7IWnf96zT7IJqv(~>BqI>6Z2EWyEoy_bG#nC&8oX1dB8`lc-K&Hg5n<2% zk;ZQQ_^EqU4=vAsJ6$DtfzoRAwF_@uF;I#O0eOllq?Gn=!rgfO)lZ)V0YF8AuY)oM zhcX5MhcX5NhcX5Ow=xC<$t(ddkr5<+GB`0gK0XR_baG{3Z3=kW?ONS)+_n*a?_a^0 zyihYHO#&o7`c%hl+@_t5KQw)bGZ~6U=@|2lXMR}rf8Sj!0Fo!39Lwj{li0FEUkI*|0uyLYO?41M=OX6H-rmN|| zr0DH6UM5ptFGFYm3{Bj zWBTkj)TkYY!)QAWTidj0iw$V2|Fhx!x65GK3bd9&#UkUl8{P(H;myi_2T9De%7fd$ zkYTxJe>!;o_;7Rmm$FD>Xx(FrBw%r-6QP40RnsiiS(fHOW9uU3sg|&v;xx@+9VBX0 zWxk&$ltGXQ9;Z5$a-ud!HJao3M9oAV3&k=qjXxtf5zL5=>i9Ktq7`c5fFe&)U=0Rw zU9k$?Z6~am8BSH#5c+I?gWx&{UN}Xn*`HNKW?H4F6s?rvq)Z~gY_d!wDJj&_@>sDH z#TO~;D^!B!u(w=yS2qe^v4F}%v>F9DS?YhMs9+>tNvO{qWA#THnRlhBdipD${&VPx4r8FYFKg-v?AU_Am=ivoN?i zmRtmp!VQ(0`Ce{+t3B9Ro+jST@`QuaKs(Qq+_(syptUS4rQQ>T%pnk7{rh=OBxe|j ze%-aZqo$}ALm_Jnl-J?97tt(E!96-Jg6yOJtT~YkPE@LF!`BxyJlSt3)PohKFN?-_ zIHX<|<g@;~s;*2c6<)X9Zfd`(H!v`X*IT^1s&{J=a+qrBJn!p-XO88&x>y~TD;PHSbKez1 zxs6T?E}ZiRXD(G9{vF&b$zS(N=_9T+_==QtpAq`0-WyL$uC{DcYW$>g1yR_!G&C@VjvEFdLQul%6|yiK_=Q@NN&Z zAOYu0Zr2kQKHgIoPTo@|N9`F*BrnGw!OhRk$JgY4=TmOb*GWeYR^%5l8s2$>Rl;3u z0-BgJX4u>zuCdgh>^xgCef|1ARPfPRusoJI8p{kKM0Lj$o4J68ovi-n%>Z_5ERuY| z@4gwFmN%DZQkH(xOIy`9?~0~BtH3jc50e-XmzGQL;U)Gk=Nuwyh_LvQX zHb13oe(K4-toot*5IwozNx1oS>`j7*%PjnV*I)68nj56J zQMR!L(!u8g1T1e{l-X=nGib0jzWpN?+|-T9(rKIEgL&>KE4Zl|s(S%(W>z5cEH=CP zJ@r3`w8qY)n*sUzv(X1YS0(+ffltgci+=hClpo`k7QIlcB2#g2zTO?jl~y#7&vzQ zK&`QIW7LYZb{vkFm@_c$@Mv8*El|^I8V&O(Wqp7%M_b9{&K7flV2~6D$c>H^ZiQT* ziq|nLQ7#UT-aH1kSgywF5Pax#oc9r)Z&p5m<#B~9c3dHoH!AGFd!uzBmiinUMj(yCy~>>AE-<_0}6M=6EhQt>?NNv zJt6~RS6nqGatTbu8IwNfUpGMvyn$wmBtCI9=M$c@U1!8LCKs>&&|oqHo*2bwgC?WIT=$nCmJJus=Dk3md&MwdD)LZ7w^}tFhF;IJ|!`_s;@Vr zL#X!|;FI|RfHSd#Ap6^ez_$y5Zx;e5PR7@iDR5$$Q~h`?S6~hL<2gvPPd>wJi(3J( zUFWnYppE8*B0TwtPbV|y6pzS^A6X~;Mhm8{nN4QtjBIXTmYcPt6h~^ z7%DWuP@%$?jOxapVc}4J)ZJ~}SM-{08jy~b++bEH7xePB-fvojf#$wjlB2};SH>sW zA;|04YixZw-z{0}6Xf=eC+gU0x;u$ka(s(@!VzQ`Moabu96_#PsS?heBLJz=JO>G_ zy@b8OWSVf_&l47oz*85Fz*A>gVmJOo@*?~$90AORDaPi0Ajcekft1QyM^J*4OljZW z6Be$(Qy0F#Qzv`w8O%slj6Z@in4ONV$r)rEa4=tW2H$(begqRgGb;$F08YY^^=BrJ zISeTvp2{)}#wK6S9^*vLl|AOL4cU_4CnYw$z;IA_p7|gox;ogjW@7%GMc+0JIOp{+ zVP$IaxhrntGxM*1;F7Z=1`m_a9Rh?)q9hMM4AmL*E4tmT%7n# zu_IXJBy+K&35#)X^Th%dioU1&=&~*-Cj&&A53LKzQIfEK_sNqfFy0^i9snYJ!R3@k z1Xny|dVqt$QmBSaOL81wIdC=T79V_&mdm`8TOrJy*$?r?zUrb)h0^ZbyI~6|+P2N+ z_?q6LIT_yeC%>`-cIq3L`Ua-HfvL4`#-`KpHG!#I!XD%D{{g1vtj`3das`J$i~kvz zn)7>*_Xi_?gZ_2`Qvgnkut}`W_|e0h&4c6=37iX$qrNQYoAY{@u=c2(4N}d{?l~Zp z$V8mT%t5NuLaL|DxI26iNM&zy>o*2MVE)EleB5GwrgGOR=AwWZOo7jGk_T!|9+8qf zg1K7)HWv(UHN9Za)}*K4>2Cy}xxI2=cM%9QM3@yPtz7*f>Z%=d0edtyL;vw>JG>^> zDXt@vv9uq}=sP>%PyYqQ32rc#fKCJy0XUHnB!4qCH8wsz3UhRFWnpa!c-rk;ZIhd} z7XE&J1(Of0J&m>K1tdDRGfmQTCvDS7lfAtkx|uty&DwM^IDoTBe*HZ{F9_DVH8z{c zBx#xe2Xu6FBt7Ry57>L-Vb6y@*yF_GVT45F&DS6}g}+Pv_td#o$F|svBjU{>hA`u@ z2Na#k?+JQh-fBg}a#&7_o}AmlV?r7R3kC2r|9?7{=0Pa4^1MsW`@=X=IRET)B#Q)Qpdb=L zP~}V|g4W<5qEtCl%Loc6i!jt3VoI3wLKyfyu?no9@c}_$L_2YT<-}}Y;>opt}Q1TT1?wW86F|aU1gmX1h<)4?Q`lMX$kUT!~PJWI&fub;E z-r1$L3UkC@jGit2nxK;xPaYL{GMxp4O=gefF_^@QzyFslP?=QeVjE}G^!3><-qSO1 zSHR@h##DNl64KOmL%6GEOd>=v?SE8$er^>X(ijTkBn-V75r8(V(Kwr}<9fcDU8HN( zB4`O(%c~JuKw%V;PIY%R;8t@fI3gh0+X=yDT#ZW&$oOf$F$Wj5pPKb`B7kXr4U;Q^Gj5yUDWUfZ$#@xbU zMXN}mZwt}4<8mMA|ImNr|GB45`e~FoHs(Q~V~9dXa}b*Ph%nU~d^*Dz%zIvx0MnEQ zlX_bhWomHwG!-}^W5<_}H#)Q9(@Gp6dDFSi^)jgy zZm#Nj^Zm)mrr0c#94)R+KBQTZFHa*tT)85Fw`9>YfwSPL!c0YSC;5%J(2;yS^w7@}pf+4U)p+bC!>Nqdfn{C}Z zhIN2w?rxNX`AYEONu>mrMX4WIrCPLXjD`xN(Qwc@q|sGUtAA&XX^-4$1kP59~EcCG(QgMI;!J&;X-~@m0TZ^kx$dB(5q4102wR}D${mq5;Y&bCXJ&j# zC`loB$=D@fVl%HCMAQ34@?WLL5$xWQLt(Sc>1h1-?Cu?CY$VvKgf3`x!lIPJ6zJ%b zSuCtBE&#yyU*>QEA)0j+oli#CFoP9aKzn|C0Dmho2sS85mv57KMIH<=6bGO%;9Z3e zSI6{A2nh@CIq`=(`bD?6ZGGd6zHnz%9L50eje(zsv>t*W6=AQRrpFB;J}5Q! zi*m?_Ck%yta9=|n2LQ(`I(*ExDCu^|`BZnxyDYvq1~H=uMTG9(Er*8>;zQ<1d(-T} zizj$U%perp$$P`-p<1N8Kh6~-lxy4Yqkp)91LXIo8MtCl_#_cbb>15o-2k#@xX|gE zET1LIBwq}%0@6grx=KdLHf%oRD1J~En=)Ol>IaA9LyjUnVs5l{cp|8|Sy%ays0J$` zxpeC4+~(<~~5xWNMWy}N<>Fcw6Al%gStA;lc>q@J~IxEZ<&=LyrMVo2fDW5uTFA^Dipj;Kr*9T%i|Rm**q z+xB%C4dGexmHqn4etl)XZkrjO(!Q=SYbX095u-zX)k#&OR%{3`>~|S2*5|`U3Pj045hDADRCOe1V96AAdN>xSVDrGC0Wq-lI@(11IX0-ALGSR?xvoEA8NBjp2|QXR0CNO)a4A9pQ_(80f(}$#X$LE_@d^1#@*C#e%ttMrFZV#XS~m7zw8Lhh2R~l3)aq=6_z(?}-F6e4AU< zFcM5}BXzoII{2kdCSYm^wI*2Hki{QZM zF)XvIVtkg_)qViW?0*&?lVx`G4%vV+9I{*f^(for0s;o@b;pq;1`Mr;@vh3@)U07b zdgG+nj7ERj__JrzkNDiI!Ia*x987%)j=j34@Q~h5&L;-kb3Qc|^`24)&+!5j>)^&oTy&7)UaS1)4{snn!$<=F3bI zhV!KP1`N(#{(t^xRwZw4eo6P_)t`G2igJ_HC+34UIMZt`xr6IR?G7&7DYyDzwOQ*^ z{k@!TKE4J?Wvm3Dwi2XZWu?soxi-_M_QN?}?E`~kk)HdMCS{V#iseqQk0)uq+19qk zbzG|=mbB{|bZaQh#<=#(AX-vQ>cNUp#;M)A{uFP3uU04lKTsdtb@DujJlsGvia*t~O@vBKPLi z+b*~FxQx^M)h5m3>`75B5IlfBRQ26VAL)JiW|+TO1pt+FKZi4)*9LcOC>#*NTHlXC z2!@atg@0T*?U^R@s#USgH1gIC2}mb#3E->m1R8NuK;v+-t&_?^>1{tS5;FNUpF)43 z!{sCS%FTRA@#HEmJdr;eK!q1HUoW(}eWfG!n|>JsIx z0^>1XR=NT9v;9gxRqAqU-LW!{Vu@N?&(w;HcG9E+Tp&;&WWPl6H%=NQKmJnWarMtl zmR}I`if-b$^xTzvvkdLwG)P*pT{cb7;c5C>$t=0Ph?gky5Zo1uGmlF?b2kor4^g@Mu)R=js|e$z$eETC@4L!Hd4{qC7nD?fhYh5N{qMA2)DS;8J^F? zT*h%EOExnZDI=>KU6!S7sYDrpHADenxrSHN6|!j~`)b%;X40@M*~~1j$T9D-4^Twr zWJb<0rvE}8c$Fp5v`(|FM6K223Kj~TA(q5<9Sn$Ge--*m zhbZ%SLR+(qIN~dsOcT{I>rvnv)EP@}Oupb};4~$5hUTng)_D48_S7fH)MP!duNhg; z;5d(Vut23%)*0xJR#|5p%NQ4u<-6IX=k_9P#L=a*%+cRduVP>;*@BYh75gl+Tw05U zy=dBgvgA2={-HNo=PSB!GDDY7f4`6tP*`?EV)(RX=crIR#}b+*tOQ(vY0a=AsgIG* zQyo+0jLd2B=;+*7=O9{VlD(n7;|1GcK$3wvA~TEV+4tYqzkZxG^$(NDbXmW;y;$<@ z`DpUC{&70LZ04^SQRSQZul2L~$!k?^e!y$5>Zj9Rr}a z5u_`NkYtRk5PnY~+wRGhzDf+wyic60`3i~2DP+4{*+{V~izFW@L*R5^1J*!^;%Wo z!M%9c_Tos(tC+pGtb9(o5x!2KVqxElW5x|r;yeKv5$7!tiJ=XrkiF-{F@u6BMdtV= zh#`2z6i*?0&y8cY3RA-P0z=IC0*w5DM>+0{G7=#!g^}XKe@VSTVq{js{A4$xp^XxNdz_d}Q6%GIM@)`fW{e8KdE&i>pn@RP4^ma6B zE=PlEI=`-Ye^>u7pG?P>qu)l$WF&luD^Res$V?$VLEAEt|8edX|TeBG%g$17&BQOf4&3`>=a}Tr`O+IHCvc4EkFY24YXwnu`v&*ZF z9dN=Fgi8sTGrcnIX{pHSKW`o6I8ItUq6v#bdhqv>c;%oa|u9?bDGZfX;11>Dic8p>&$cYE~0O>?2x#XPIh9udX< ze;M)Sap(Fh6UI(Z))CI=G(j0U(JWUnW~C1rTA=Ho(jJq{V7bzskil}5+W=@(j|j{_ zN3FI%f^;6!^)+Si+sZsRvdd}7VBiH6!UJu_Rv0yjv@>ZH!!Bbe!kkX6adFz=RCs(` z0Re{lG#YW4yCqPu0h4z?I~exCM-6u z^(dxI+}1JeJ(Nq^J7*8;DZ*xEu%0YL;cPoG`1{{3{(vyN@$3c@4)dtZYhe;I#s zy{O_Ji>vE@Zc-|+$W7y5plVDRFb#AGQw$4LGpFzw(^)gQ7!MW|Tt~gZ!PO*q)sXRQ zT*T>cd}8vRXT~5XNLhBqV56Kr2P7}i`$x>)RpQ$I8kh!iL7xQJ7bWj>{ycvIw0VQn zN8~9d(KD!Rv*N)VBioZW;Bg`p>KYN34HcgjvYya_DV?+f7w1+kTV@Z4fB8DKCk%W@ZnINwm)fNkR%kUnsi z(qSlhQUsP*@f4F|-lO7IpSU8V)>V0`em|YRy&6y7FEE`QRv!^WpKH}w0#I4`bl&q+ z0@r1!KJR&+Br4n^7ii|&f7w7M1?c!c?hHG@=^~rCdnfgR#7CMGfaon*g5-^e}{K``OUnuV&|)b z+%h`MlX(~A9H>g-dN>g3fBd|ZKOfzUmW$Wl{xlta zhtABGXW!1yF3*Czsec*VG+T8%91nEuBWFC@y}6ZVJXw$XH``6;THUs5H_f)?JSx9# z#GLWG{QB0O@z8uvldf$t>@?}lc)ot!hCkz(==E(l<4OCTCgWM>K=O90@r;`;>t@m! zXQjMtU-(z@e_?F5D3`bcvN~jU#r@ala`Bqqe&CJ#=XfG<&ew_qboozNfo{+q2yRhlgcDIlbDK0j=`~ z_=W0ubC>9FwtMdGuxMzlcl$D+y58>>!!7u5Ty$7z^p>Xds5Kwv7fw5Zc!rCgJM9&N z^{^poe^&y(BD$wK?1L+c=3B+`w*8IeH}ny{-H_gG-DeZs>iX^*{Nic9N4}VR@I7^W zFWiZVPntuRd>^Lrh6<@iE>tzjo;v7jR6TW2+Nke=*X^s1&#tByZ+3Rk9+aD1S9Cpf z=x6lz!ekF&3db;!r`RKxJf)sG@RVdv9c(qJf6vv!g12aSXtg@Fu{gG|ICV#;JZjo1 z*LvR28b(?h#Orcd|NVdeA@ck>*jORWo7|4aZ%`X|YJKA5wx`x(>eX9`G`>=+N`9tw zq~X14p7nK|x8w1*cSU>Tmb$mvaJR#*tCik;n}=O{t9eolhTd1LEzGAM8jo@q-&@TE zfBT-s4XPvNL2y8Qj4Ljc^wnAi*SUVze9AZ*Og?mPrS?2m)l;kaol|eE%BL}UFu4Sx z?SaaDChXDL5(N8dHqRM_bZDT9u?2pu&_mg_&f8C_H4cQD zzFJj|Z}p&}fAOXdl@Dmy9#XIaj&Ilbc*hSnd#jO|S0?sKR(Vglr`9=tMExwkL0Jh# zIQpqsEEoBc`@DXTS4p@8_5D?IbtR=uQu;>9fYA>c*C_M6cK9`=+^4p@IY081f9{LH zyqPTX=g9>0OY>owzt=u2)|6&*^AH8eC2~k$Q0W zBG0Rq0@uppuQ@;Rt?pr&aU+x8pdXfL+kS;Yy&typszN>c&hO~SkyR_|iRt{VPik9G zt>_gF{rNaD53wz~#IB!cH9J>#0Xe3~!d)3jwPF4Kn3^)tFHZ#w-- z=XZVMyXMn$vAP~UeJev1nbvglEc1DO*LS@;^4jsUUE#imDBT&%VW;E1f8&ELHv^nW zT^Xi1ZU}D6I(NXiJA7bAnKG_nN4f9vfv&4ywyR*it6=7!g6$Y==)rkalx7>xAxE|M zVep!d(3R8U6kTW?@ygg@>y%7U9J?B?%ayUW&tGlEGPK5!uieTqoZs~k@eaEka0_;hg z7@^nBYS6M}J_SJN2herls?Tew)?KecuGwU9tD&`R=pn$+d8Qj~f9!C_qE#mwB(w4S zu5Y3bccL2#R8J^yt6WQV^zs0(tvKH@9J*|qyYw;j19e@X;rMWe)+qAdDoBS;;O-$ukX>D;LY9kug2KifXsW8dxZu@rsS_PCp_{CRt<`go!M6Dt(nbArQ1X>CqTL-PZhOY z&vw*t@@Yz|rrP#H`Ufi*7M!scBrDLmwfwp6&)3L~9dDU)Z>2`m;-9c^lwc6GE zcKyFy)6YMJFHy!x6v9NiYhTVXh;oKOl(P$>-N`S95=1$SAj%;G(eCb-qXnWIDG=ot zfhcDOMA`Tkf9*y?*~rf;J};Za^maaM7NYFEms2r3Y_!&_0tCIzCv_LE%Rcd&a&%^q z|HpELwbx~9UX=ZK(e5Lc4RujA&_&rW7wz71+3*%+gIko1X3_3~lzn1R_Ju{+2Nvzt zVcEzPW#d+qjapH*6L)%5Hdyb`tFl4c=~XuftlnOzb6z!(tc28pO_{8m=#NF{(Y4z)}fhWpdohaLKA|4c$ z?kg;A3p1S=*QU92U+i03Z+oDX1Xbd9hco@js+QW$#)F+zvbVQp7t6Z4{|}K3pZk}wV+0cdGdP!? zcmy+-`C|kwe~lOg1c6N&MPYf!B9CQ3gjLGJMcCbMhquDIEbmnW5yS_W1YAYYNOLq% zYm=k(Bx*Hk4W3hThh9(9**rYvw5Ms$%=!MfbLaQ_eZTMf?j;GSlpsmc_idFbYU#4M z;Stf=Om$XZ@cihM)VvIJj_YHvFr5%)kituD0w)m^f6^y@cwmP6qJK=fzeEt^^cTcP z2+zCXm)@?pObpL$krD1BNyTMuEqv8KARuVDHd~*Qma5sJd^I58xAW(V@pWaQUb)O) zxmul+uFcO)PgAP1l9j9dBm9+XwE5yqQLc=R zR7J(ifARk}y-yd`Xmc{v8KORqrNnX~l2j8(L<*5cWJq(|^rFaL5q?Af5lAc}-XcPY z)kFlbhKMAhh_yrv5lg6ub%e}~APFg9CMj|wIqtT>ZA|i-q(Snzw9)-V_hQP2s-h$4 z7A6oKnDVXL(I^5ODBU51=aZ9x(;W0WpogM?!ADoddhOvdsetau{1I>_T!h1?d&B#DaTyP#?ZX8vNj1f){z}f!PhbU4cqzyV|#5wO1vR3(;LUQsY_3A1}fo*bfKb zcpQ&j!Sm4@XbE~51)w-?NuwO^#4L6be;*2aBMOzG5;Wt^#AD<$5C4G^aknhIEjs%_ zE4ttykA{_b#XUrR6IFEZ!Ce(?;LW94t0YQx?HA)mcWn# zRiYpo$-laBPqAcLK>XWy3Wr}tT~se$eVCh|ki38CYhn`Q`DXq8b12by%`OpCf4AhL z`e=GhwxK8yP7HF$kA{!opn71_frMRYz$}iAShZ=tsiv{LZeM4??rn++C^s9;t>;hL z4+1lMDn3{dPe+;FGQ?ztYxM6y3KMcW&&i#Fk?ywBeEhzoL10>)*3T7q-mp9~D0Q>G@#qsj42H5f$xDe;^EY)b{BWyX?R?^1T!`4wu+^VJh;FSD7ozxH7Rq z6-By5(fJ9$goTWu*$P&J=3O~8#tp!kg0@(uKnogeyP;9R4%Bv49{hCW$&i_WbMRE` z`&GarD*=vFvRmmTzZeeO>@GJOvJni1xf5%8V__(!J z>?jwvsiHV;CPq? zOU2ZP$qe8RS6`*#U#D;hOTTL@HN(r?A{6n{c9J*UNr5S@o|I*s^KPV8#$zT_PY^2yu zUE>mAIod2oQ~kfjBqsf5i7hC*I~S3Nyn7$XxUf1oB%30$*K0Q<6r?~LB<N`KB4OQTZ4z^tX1{s1?wS8J$4I(MeKgw%%-0h)(F{eHS&peN|HWJ?BsXQgU(^OQ zU}Mla8m!Pd(9f_Q)m6Rwhk?0#HULwuiAtQAES_B02CfQpe_wzRL|7ItR+I=qC)b*JL8#-bI+e2HCRo2;;-G}n~*l_d(@|MF$_THj~%x+Dsx-Pb1g%!>* z4(q82?i;9?f5oR;%B#(lz|=!!lLAR;*8AxtP+VxN*imY%VA$UD-i?-R;#D9?TDw*O zfseL!?L1%9R?(_&EN;t#R7RbvTEGQC#>e`b4C`jJg2ey~D>azS`3meu>n-LQt{NN^;_!eNZ*WDno(>PY=N^mbi-qTFD*NiayzKUd zO1`F==c}r!y?((3yl70VT`~LHss92KH+gspm$G976PGX=1q+v`cmyezUTg#ze_`g{ z5Fc@!7K`qTyRDlqK#*ds4FdxuKto7H(0GHw3WsY1)Z~zSC#eu>JM|(JMa9vHR5F!HrBNz6 z(}AKEQ%k7_DHn>P z`_jV>OC1h4ye)B&R7!3*eZ}wo1vkm+FV&_0st0FNAwDK{?PXQF=gcy1}J0oX1%#?>SM(4 z1P5m6>$4IRGAi%Nwq>fc*_r7bxour`TQ|StCwivN2Xf~8we-m;e^fgq5hKtQIZW$6 zO`eLI4zNeT3$R6%o5rCvaLRBV>mnwLF~^C2;#7CK}#d` zC5h<%kdVfBmmeEYe~9OqHZW@Wtc*QLj{&P9cc>D{4`f0hM=eA8d>?_;t1W#B}L(o4lE9pb+w(p(Amy%KcIC; z`R*C`hDD6$Rm@^G=y9Ljr=Zf-+1%HiYgO|_V1V)p>xW}+e@p`V`I#*q3V0&w+3@G_ zKAhv4CDP3OI1n$0StO9R{wxvW&{J|@mAIF&g82wv4CPQZ^4h_5gMreoLn9zmuuctZ-w zpBH4ASk-anqe@+pV!oS6D%S;&Z~$aLo4-Vm5zM)oZ8>doPk-C#v72J@P08FY^ba|T z$Lo+6_Q!#EHQtD0@qV-xZ$JSk2tAIxQ4H_iEXR%5&122)vFj~VhYUzDJ@XBE#0Ts7 zC3BgCqz?-qxLD>wInTNMbH9}fjE5lu_CTg-g^GE*qFD`EC@%-5LOgQRm_LAB~gm`uk6ggWLwhfi5Fl6Vs6hOxx&v#nok#- zm8?yRPul~LkaFU1*HIgZyp=_93>OF%Fg3Ka51bN4f$h0dfFl%yRm1L}vm@cNF*|)? z3hg7jT7QEU$?Hm>oDjaEyu3iOB{Dq{*sx9SkPg}O`N`9YK{%V=mcSMyL0ner;r2Fb zlW_65w>IGi+<%8%@bX)$krcW1Am_SY@MElCMZ2^vJyWQ7oI5YBCEuvlSCx{EFz5~X zLr-qajs-S$RX2K8VMRR*H)=P5^>*Y8UW{elkALB1*!7=lkOVCnL6l7qid^NmNLGtB z+^}@Rzo8nhG^YOC`8d{wBG3NahDuF?EUDBu!|>PC}Cx#gQhwYWxZIntfN?}CJb zNAlC#QW_J1-LN(283lx&NUASlxvvTf^7B-X056=#tkuUHjY)=GY~V~dT8b8Z^Ufzc zbbpk*zrA;N=N|BZFergMtFFGt3N~o1Zmn;6Gi?|efc@g)hgTKQRXljGZ)o^UFq0yX z%fNCzn{{P+9Tc)h>I+(GEoM89pTQ1t$b-1U8M&%-T@J9`aJx-GigmKJ%PREL+koXJ z3U9!wYz3m`o#Z?GqCM97kG{u4t!Zem(|_JnN3@llMpD?QSP*(aWChhQVrE@#%=%4m z9jNpnfe9`%4=F@PhIs9>6krTGiE7^S1%)wpF1*(6F&BkdAA=OkR$o( z?}+R>uUol5;&0a?8FHHa8oBU(b$@cAcAhPPWn8eop<#XIC!;+7)-yU(Xfhj()m28*aI>?sy{pMYexyvMs_H7|#k|)6-$1!<;7`l{1LoTh zVwbUF1QY=>m!5b8GnZ?21Q-Vh5AX}~3DdWVb_DwY1Q9CBqL;B_1QY=@m!5b8Hh(Za zJ_>Vma%Ev{3V7O`SqWHESK7WYkbA|oT!W$N4d8~jVRfojZLJG#SW#SX54f=-pdhFa zc9Jh)-$7&(L1Gal!JN`OgLH_IKv_pZ~exJ|sE! zeEa*o--(Q|vSMU1ncd0-o^uzk7=P`)cv(o0ckqPQ#?A@}+$?=FMI6M4gJt579-<%@ z2UvA%C+5M5QG=~Qt%op-Y||_B&b0ND?l<~N_v!Q|EVE^-WHQA%|M1twxw=l89kM+t z%x|0T4u{uVT_=tmOYc)1e4-p?jdNJ&y(u6hGCaV~!8>@f!@_Zk$2q(c5`RfQ^mA|y z33l+=;_Dr_)gff7!}2X&4l6w8F7tGlw`|D@56@BKey{8=@2FNb0^=+jD|7AnwqgOZ zh+8T19uO&KWWAW4j1AM5>Bqdn*fKmbfKf7b%s@uP*fXy(PRvkd7&Dw1!Hi^_85d>@ zGnN_0jAvY#3CwHEL}n5*nSYtW%wlFUbC|h|8#9lY&n#dTGK&~@W-;>)vxMdZhIDm;A7mmDMNKYpky*ycFNE z8`&$|8t!;cp=Y#>V6)cdS+DWE&i3}{{du49eXaV|_1oO9pQK#zeY)mT-Lz0CgDtFl)&53(ARKUh6D98G=yEw9xwV8Iub zO((BmKPSsglkKx-xLJDfmD(5fb{02r982C#w&s^;Q^>FY+9=FfJw> zLOGt-ZmkYKEby1KrhkJK4W~DJG(tTM++$V*dN(bFDBy@Saq%O4)Fa;3TqiHwG;D?O zbEu}*=TM>JEN=J$H~)vv=dx9qdS5lU@yBmFwzUsZ2F34*fFOv--c_pQ#uL9M?7bU@ zZwe()r>lF%b88Q##q76wmh}U&4&yj2aIr_42L0m z3EctbbA55n1AkdQw#xAW&QU%ft>alLbqb9e4wK!%VRGDcRoUo&X!B-})EaQlV}bO}R|3)Q z*&7rT8M!?!90DM`AhIm1YIiYUEL?%}*{2F0U(G6qI)6B~r*JZt;{|WPJ6x9}u!w1v z^VA1>(OND>+F8gD@fKU7g8<>}MMMref!n1iRlEzWna2vaj&h>bu(;A_-TgG$;CZxf zvB=J#J$m2(xoE@yrMDtABGF?{Tteau*h8~uyn_0r7s|iB)B-=)qm9GoL`AG!7L8eH z*;8?-zJKgJ0nCAAf$7KIYfUc$?m^Sc*=m@va<-3#1d&KpoD|b2E?S(zcDv`;Q54Yj z-8(qITyNWqj-&_n$Uw)V*n|G($P=xYhx3$hGVFUYzWQ&~pPYlQxEr%SC2C?d)#HuT zM|U5ndAF2Gt%y6kF3a3_2{M7Z2W~-X2ufKW;C~b97pmK$i`7T!Q*=qGkVs=3oeBGe z6AH9~p=&pQBVp7Lupn*iVM|WYA*kgVgKK;QK5?dZaIp9ICo8ZYPW|fdPt-4cj0%gm zfjZd-WjQF5i`8}(7gV%aT*SB8Dt&sG5JfGF-9y?smZ&s%geZti!`2ud(_%dgkD*$} z5q}?CrzD_2z|XB;df{_?#r+u0IOcEq2U8ayT!DT>xtN@S-amgHiv333KHCj(t25a-y zl_VNdjj6!JLR_?(G_kutyI;r!qaiytzkjg4=^Gj_7(0D73?=>4Tfx21??aAvU|I`~ zm830u9}5U(#{?HpxoSY^a7MZeQIUcmXzHgu$|jhy`%1csif)SO@E&_ zkypr!8KjVwei6nA{70yI^d&l|32#t3!?dBoA_)5+C3~+4ZbA-+{aR0*eGJn^c9&jG zg!nGn)X`vhqK#ZMx2u$7n<5d&sEk-+Sh_Axm&}aPbph4L839vV|%rEPu$#Dkz40XaXEth*qE8Ko^{+%Ar046Zg^);=OuV z^G*Etrkq;tPO(V#mu9bn?;kjG1is{+j&C9|Vn63C7XemOFS)*%Sg+pY2CF#2KJi2q zI^VsCoG=`}RDw^GW|=>6_(~O-7g9m@zxlJV;+qp276|1Xy_M6Zh0S*MY=8YqfNRI! zJ5i0obd_nBB^Pg1V21aL z>OSX!*|`*FiK`F@+p;5yYck8qppL8GUJ(%LAH8wzX|JbrvvFTzo_ z9{m7!Q6`*+ie>3qj>8+0M5VW}w+OhsuF2aF#>4ec}6I=c|N6ShD|UK&MaV|pvvsjy7(DRH$P zt5MV$+n|Bs;g3*7OY0&gE6H93_QXb7T5|P=ZB+XECakc?a5ydHZ+~&HynQDwR>JpF zE|WevIIQ~MZD{5mOuk7b2_0`}o_Dl4YD6yuPQ7*S2Q`_3Un}Qso=tiRWE57=ym(qR zW3~DqxutaXdxNk7amV*@EtOY7m<_ZLxw5ap@~uzwIH?(_WAw;|v(pa74Gt~H-If8$B+3Ah2+$Geuy;f(P)G~2ie zFjlHDn5}@cox;r7o+sv4z76&yfs7-=$ySOeqo{s5bVHUFosFc(hBwkRL&-b4|@!myjLl?ze zxZ-zYRgF*S8X!t3zwQQEsAJ6*EVkHE0VcBc!L+c5ZfRBoW1MxzPgJJ|j+%CB1>b{8IWu-F zl~NoMwN>-Z-mE;H-p=qlM*I zgF_WK5vpbtl0H&m?wBbBYOO`Iwb;@q;Q@36ine0=C5%>D*l?W#?Y_jrNI~3jI13RF zvMDSwCNR#MBB^uX;%l3ahkpXt8=jV2Io|r`LF0e=zkh{I{TX~!)Yy7B;KT4V;PN52 zSdALCuQ<6ofJ0Fw7YEXQZbgG(Wns7JMuIoJM#45Dr$MWZHe#h=>y1yqOs^+UuagYi zes0(=37`_k(LLI)+gY}=DthYI6yLqT3n_C2t-unxK)m;qr%dktF-mHGp5 zoSyBlA%9n`@y>G#8%+JNjb08AOl5Xv4()0`)2>zzKSK?zQAhM=pZ*QEkUC>(dNQQg zYuCU|LBrM=AJPJ?h3}+Fra`TIWcgJuc{|scE{Sft$!nD1aSqf(dy9g2>b3$=P+|7n zY5EZ*3|6C^oVuSK*(^Szp#CD)&f+MxJ+}})Hh%)*AwGg6cD$=1iQ>EQW$`p>_Qa2F z@Rh+;1QMyPy<-$8OiVEYGaFAYKb>hnoc029b;c3C?dIOYm;%NhmRUJQPXfxwV zz`g`Bb2IX=w!MeSAnBs0Ha?@x{4hL|+BtP~NE!3eq-HUxS>ArTeIU)D9l9A1La*tt zgMa$0f~}@aqB6B6#h{0sT*vEdhm#l{m!~&GQY}OOA6lANF`?sOUaUc10QQxTS)rzU z56TUO1L^yW`wja*(#`#0b8JI<|N2fST8NJF_6mHcL|-D{2ogrZDgKWn+sHO_Ada}5 zUJkSvwh6?sPzlc3DXZPW{FZBGP^5A{w14HpwbzorqmcYb+MUKrO;@f~orPQQv8HAN zcVub)Vi+mOV>(GvQ3JMiK@T=dGFOUmN@T`-L#7HHW4a=$_+$DM;hQW@d-%;$HF30C z0F%jhfvB++)e0OBQ|GC>j3F!0v9aFY)MgSh>S^T;Mx_ZS;^253%wN#9*TgGxpnqtO z5JOQ`pOECUJRyX3lmPI#gnv2LjKe9-<^GfL0)L9hfktS~JwU8Wr~e(er?uGcoSIG% zKPth4@`e#^K9{ysYy{40qwhL3M5iSglgX=R02jbnxR>)+^Tqnp7wWIVM{s>d^K_11 zrZvw^n*d8VB9K!`*c83qOKU2ssejpjSU3S?{>AGgkIi$SLqdcFkC?E&6HR&Az8tG5 z`7Le#>jPy;LRyTl3-pQlnB>)g5h0X6C4QFhAgML+I$=yWsNQrHKH#1>-64yG4r|SG z1@GHkozFVm`%|}jk6lb-E(vVSvQR~}IiQxif7jV59`u@WW%QP(Em2>m`tiv%tLQg^6{ z2j#GdMM4%B47oXZc{v4DRUfUt9rH0IajqAiKUa5Ako<^t2aBxzVrN+f>SjX%Ez3Eb zWl6#A2prTV?^O}+4qp-|##ukKC<1h&DdPwLX9|d%=01xx|Lm0$nSY}%2K!<&>3B*!nclHXMdpct*56Aa z#!(T0;6j&inmcSGVaSjUhPctMzq2TUb)zWU2Edq34eqcQ|4%M6IxVpr?8_l7E3+79 ziQX!l-Qk_NyYtgh$bU%BD#a-AM^)B7W9A*H`g=Hi!z7uuSBpbTwlyf1h8F&~*if#d z*tl14H&C)$!C@f#VAeU}=t*pnCwtdLRoB*(H3(3exGy@-lv7E`Id`dX%T)CymO}Kz zjYRH>T;yf-7jV+Nzlr0$wu0s#LW`m-8_LyW74}q)og5Xg#(&2|hqAvTbLde9N3$o% zByuhOCS1`Xoo?h|Z{9)t8pD-1WbA!9*6_DHVBIbsI@p|G$=eCm8unZkY*u&t!_1bH zmXsFnZ&`U-dyEEEczy?mt4VK4R5rk}@U4Ms*Tn_EJlJ|-Z#joqEI;hs6Q}l>>B{~< z_yy{|Vro*oIDfES)<7rldD0l*OEt{bLY%N0^!nu3#9iCxkEba}yZ@NuXAL+I2WFks zCDVxMbvk`&YRn!8{+l> zVr#DtCx5oY;i)T*#?i;0m#D|1y^_Q$jE#n)W%Z?X@0MFAVCT>Ptd`DpR<(AWU17LM zhStySAtx8#5dW!c+-9ERO5|Gzon(GJaJoTTSq*I&l@yRB;R`xSlU`5RXBUf2LLM0P znYul3@zD^$ZK{hpP+niu)IGz5#gBx`iU4IvH*!IxvWzTWe^UT{k$B1Ten6fge z&RfucPeeo%$J;VKm78 z+<%(l%JdRrYBC*IVz`LHT?Y;nmX--*i;HqSxJ?rHY-SQ%e(ycFeD^N6tyfc$)=%l{ zyOgK|evX!?ww-A>|0xuyQK7hYC1#a`uON}>OWpZHYgL9DXaapNw%J+Su$cYc=OpPN zjDR(B_6Bi!e5CkYGIe~^>ENrKY~fn>$$y<6i_Fc|^GC|U-x5gm9~X3=U|CS40>8y! zwzRMa_l&Q?Iy=i^aWu<+NZynLobAlkE1l0@rX$%wI4?zzSFIL*Qa1V>+Ts)7zuD(- zU_)b_>8Q|^6l9%A{Iqk|m1uJkhdVvvuVLN>rI^5y`O>B(P!2`9a_T)A?+#~nLx1d> z@6aw6lOAu(NZVfwwOoB@g}+}|xbM<)L09iQJoQxIoek}deHKZh^ z=yYTu8KDw2EU*8gm-(4pZs7Q`YJa%g?dn(A;{2k5@_pEcxT^S>SqYE|bcHr9lH#oN zOr`N+=QG+CCJ{yxjr2znNFG2u8!I#Sv?1^7K&fO=QNeNOa{-lYfW5gtA+w zK0Q*tbH<;fPgj2ZmjzuZUHuysrF_o$eLl~I#lC(syHtAke^BY#f6r(MEhyZ-YLZDf zm@gf;R%3_~2aSJBCXmUKh7vn6@WEJ|fRpb&Mq7dO&Q(qUisnjU2iWtrAOUP?efhED z`z-Jw)Nd~d*}n}|!CJ{0vVYQo!)Y6{gw)$UqvmANCf2{Ji3#KGkwJn7ctvgs;7+l8 z+ixS7{U@d@XRCHLg-I-B$j@Kn2-?u>$ne=-iztq1$^)A_JK2CECt8b-0(ar82T`fJ z(!5)T?tYdj9YB6dRw^xS;-jtX$|=4rYw8xzX+jwK7ve;QK6xEg>VF1k$v$*Qj)X#TgLzwh)#8c#GzkW+(l`X3dt`(+( zpW9w<8a26sChL?xM(y`7zmVmfO<9zp_Z0SO6Qd!D^D#wNRhdep6LQ&!R!UIt)mj`< zd!bg=a0z!`l8d8It$&0Qp{B@vK8O7>SL80rTapJSxC{57Oh7qg&NYS^VzQ+XyOUOa z+r=uA=y0?rJ|$I~n4B6?yfu@y%^>0e#7+%P*nj7t{}b&nK3h^>a@VC@CTN!`R%uH?8wi8e-B4`*1kEP-T^*Wqs7iQGb_qa|oGu&CW8HB{NWi9NOm< zf%JIFr8N*Dap}^sJS7g=o(J*Ig74j8Ljh?v3nB} zrvQEGp|J+ca8O70+7*$JB^hhX%6@{@DwLB!*4`RLrSUVGv$fDlS9Pl-b+8K-S-DhV z7d!ptr+-VKUi%C62n#19pQWZI=~GEhlA$64u-5vtsEDYRs!wONt*eR&ft z67If&9O_`>wX`Y{?IUwwzaaKf^o`9IJ#uj4{@i?pU}LpBq<7D(-Zs#?m&FEUy=u}7 zX=w(dAv-JYM(^I{^!M^Jj5%3p#+>xteZ*b^{s%64?+BN%V+0fdHkY1w1T>f0kpv)r zOf?!eR1}v)V>BuTHO4KjsI7paqC{3%RcP7l?%Oo`CX1|!ptLNalv^}zXp(W8Bu)}D zL`_W8331}wB9A%wUxAur^8a(rZyn2HzpD4$<-6a#uM~{EJ)=-4oR`j?KX<{>QS%op z3Et)xG|t1_Gx&Xfd1bQnG9wLCNUzv`NrF;xvhR!~CkCqL47A^-dWB&W8~V{Z)80qE zf7(~R&!V@1e{p2&6$-U}Yxwvv9v%~C1&73hZP^^K-F3W&#{_qGdVj-peT=K;7}t4z z8v=u)!UMOs`UUyB&Kt8}jO)VSDEi|T*Ac-%uIo1j_`Sc$HF%TjvW?!Z%a?k8Em`V1 zXUU@FiDmGn#Q{#xP?U4`v)Qo|(W*WF|3_nJJ7X zGmCkf@nU8(bC|izJIp+0KC^&-S;#D67BlZLOPOWNa%KgylJRC%F{_y=c8r3tXErgH z6fTOv5mjs^tw~BX0T?N=4M<8P`P)n#RBPE?rv+M5DR{rVq%F08M~d#he1I49U^w(+wl6aEZH(1|6h;sb~i}5~st&3&=PitGvlLVn>uacbd(R z!WnXmSwayUJyKkR9yqof=fhLZ;a6o`2t$;S`157_IZ7c-ysYfFPBChNV3$Bz@rpVR z4sLrNg5m^ng|xD}g5dpa2O(dFt>lV29=08ie-I9T>KxGXks=>2DDeh* zY95gbBU$Rj^w3Ly9*Qr~Ly5a@YnlV7~e0}Qznw#tDngs{xrokp9+OF6X$I%I+ z(Mc&);Z4mWGbWN`l58dkZX+yY2PR`uD#rdO5T`s1ECr9GmAl5w-?a@k!_u<2TM1|2 zpKuOt!be$W^6p)KbT&=g(b!xe3!5q^WCFd$0F;#C^Wczj7IB{+-3Rl3ENK~AV( z023r6y|rWrL;@G3-={8wbC!!GTxS8%>Dgn}r*M*9PvMxcYa{H3=W$TI=y)E53>2(5 z#1#d;NGiZEjb3exN_clyk|B8p>;R4oSBnj2nvWmi_+LFvH? z+~N~ED{33dP6=?vuW)Btbwz!y4Y;0qY`BT9)HgVOfjW28`QR&nukgYQsT}8O;9O7}8Cr9#^wxQ3<369>NOFyHy8qX43!FUqFcWxJQdnBk-;a&bjsD zx4N#tqe7Hc(a3*|YNgcRERICQBXOkk2D{&s9xOzEg4rCull;{Aj#iINL_zHJY`yhc zXog1k2I`C)*^E9K0%`=jqUv(~G7iKcw)@z(Hi{-;fIkknhlBYOGy`ij$WDDgMhHQ$ z!l)1AP|F@j$u%7Y4u^e*s>)1LZoJM2W-#no60suL7pB9ClF;k~tJz`%ZWkDK=*V$4 z2I9(pgnUR%%gkzMIh)f2+&!4^rY8(1y>#I)Ki%&<$6v6eR##BpKk(ffzH?>5!q;!V zj(u_BMLtRXLH;e(YCEbFm!z zDW!8AS`G14ZwE3weOFp!nmOB)!|BxlBvU1-b3V(@PfN|s_!5dJ#58qGM08|K#3*8a zKa0E!WCZ8+A!HPa=^qO%ES#{O$P}|bDZN|t$y58;T>MPy+-mA+3tUpiPBCR6hpmcM0TUm4Seb41{7im9fUYLQ(}cV0^`H&`$4tfo7w^=uP;zlC0pp-FyU znY=#ockg#Ra2A8u6<|z@FC^voFD)jazO48t90ZplQN6*qgw84(VHRwrTeA7E4=Pg% z_rzPWjh$-Js>NG>{|}cou|M9y^`s&_8BEq>mzcyT2mnsD@ID-;C3%gOtxS=|nwsA% z#7i`3{kxcvI6Ib%CzQTJsJ}0ZY9Av}z-sV;VZXm&6agu0Zv9j~Aim%L$%1g>XT0C+b)H@k%V9Bi9$5d`*4D%u z&<0nne?Rt@rpupHUWBV~Ex7R=uKwM$w_uKp=Q!XAEx@cMJlQQ&STAF4l;SmLH{$PP ziqQGmb3&;9M8qugVo`_OP3)l~?#^$+TV#|#2H;72S&buM`Yc_yM`Q)MA8driQ#Q%m z=y;WX;`FiMLfa)AzRkw(p3%{gsL6uj7-1)v;>=0O8yA>kVLNOC|BD>|kpU-PZN?E) zRk%Ne!50UTVYpK$gF}|atOG=~Z|Vb@is>_cs>7atp*CT=JTMctQSU??+Wf&>;Jnvv zS)+qwiy<|I^toun(Qunq%nwIyoO#%`_c)w?h1*dlUg!AnhWfeI*I+S61ad+XX4sYz z0^G8s+PwYMC5Lne;ILued^vpU402v_a&G~!2p z>GfEqwjA*q?7syXRwC(xZfq%i0auOAo_kuK7UgkHQzw zzNMTDObZ87DR32#UarG;yW3zQomvflyVv<>-)otdy+-aZvqlZp!MsCjOCwIMKAeP# z@Vn7P#FbM)^iGRmp^}iKaF=>ehz@-rKA-4icq{rHf{Iu*_a^2Zi z-nDk)R1CD=t{iA@=|T!I2bk7T*8PZ?XCouN=VCp$tXlmX@wR&J6HVi*B#RL+KeJgYK?VYYAF=Liy4mU zFx5554hQnC9rwExZ3a;rRlKV|CHf}W%5vBbRl7}lz?70q7Lfy5;)ADDe;27%tv8N@ zb+kZ^Y=CiHCOu{`wNs%YQF5c{W?M5n?5=MGMzQq3NcDF{c0m@DQK52wElMr6(23YV z`Y_qHO~ge9(cR{_AA6ubs(HP1szOs92XVqe3ypC(N5`gnZ+}GGmJo+M6MX8T_t(^x z9u?pqadHMd zEDQAyTEEs12wvcScK2Qm)7brWC#uiU#~gt4_L4tX{5mi+xl!tW)96@_PV|gifc?hN zKKVcj!ycLfSp;IhY)Xj>oxdj9o7RgCaCpmyfX=AV)j^RlpEi|cF*{6=kib2UQybwj z-V^vzGG``X2}fMMAB|)1^@GS|>Yn?%O_Y?>V^M!j2F7%ngn80qXOUfy1PwarXO?gN zou_0ayQ*Pj##VWMrW`zho`|*Ijm8nW%W$HirjlDtnS=^^et%rd`epPGKpX&jU)NE} zpRH=BJ}Tzaz+qbqEC=@MpeFg&s#BY6D~e~+wTTmlkbY!;z>g#GH5}jkv`9A^2WUv5 zI<>)awDeF_V`E-5U=K(o{Vf6V)aJ869vGj97-CaU+A;UAk5YO^>d+kBe0-W4Vf=_n z7&b%yDS0wm&!VHXp0+$2J;Y4JC&-GVcRP!ApJi7H>5vYYrk#ewXo%)~>!Pa;)|NKO zr$n;WhNB;UzWp%#VWQCiP~>vT0sASif(5?e^e+$CI>PKT<_-kQz+%ZW4T zwYsI{(iJEWu!p(^Rj}Y0k>EEPp?rq(r98SN5od8W=CMC7Zx}9&0`K=CHgaZspynU_ zzIaZ5b%z-pjVk)|Miv!qC$AhXjhrr!^6n+ovoB#Hwo`z=p@-vF=s_Hi;VZGhSzI6u zXZiEQQ{M7o7fV~^_Z+M$UVBYy|6jhE{c5*PK3d^-=X^w5DI5Ki>cD$+!*c0sXEB!b zrBirZA(@7owdmYlkei+P3Ao5Y8Db2hk)|?#Mp!F_;}@2L)tHq?-Xm^WX)ViV|H-pn zR_xv78P8UiXJzawXeW-^?D)bcFmeeoRO$5W!PIXo>0pDy=EElLxvzBUmV?PrqmEz; z4P?j5EPw4!+xL;9qddKQ`LpPBhu^RJFMslvH@j2t#Jg#T-~lUFg|3ZyFxI*eCc=_` zb%FEg?kxW$nekhJxBe*`-<)hcTo(1#i){RtCDn5>{LU1a3Dy6>gcVCdy}O`4|L@R$ zCW3U6iX`8q7?>%4?QFmx4GtLFP9~Ab9z%%>>3erLzKK)6X~#YSamv+91i}!W@Kou) z5$NIObkX6GBS%Y5%2UyfvVhVpu&nEU3x{ktSs~&e8@ACyaA4!J9zayoi9WOsaLltt z;PE{fBFuml?{AOcPSTV!FOsrR*J=5K6AM}1)6g7nY_~j-jQr_YM<9c|R?ZW4(Z;au ztRWvPP{LsV%MUU@iN#V-(Aab)qYSuDK3qr~<<4-sDD-(mDNO+#cAx`4LRu()*=s&n zUcFNAf(@&-(^RTh{uY_?r+EIRU$fZjmFVyzM8^iLuZ^m%t}Sh(wV=3Acr&>+&?dcH z>sWsS<8ScM(gbwXKyy@Gzybg2z>I16n=;c|O#A(LK}A zaRL0JL-PYNHUPJci~-VL2OIW(h3t!M45&~3e3vcx(>OX0&ln34!XOB}72ljvkOI4& z4|0m`K`s+gp>!`j)m0U>1fHQMHkTS4132v2M}68eeidqYD-@{c4(?5p`e z@6FB$3=e(}u9gc}jl)Db)-Tnw=HaVHj4*PWX>7hC`_-=BMBMo7`1xCZ!n6MO0k)r0 zJm;xWrs=cB$FStx-$J>ReZzZ&=Uc|gvjTqqhm~Ed>z5J#5USuNwA|*VvEABI6e$g* z1E+LaDSb}0USz{eLFO>a3_HeT_s-Mdd1svpRd_ zh2_%$$fXE!tU0AP1to2NMnPKURe1J=stdre5_giBICCj(9fVr}w+_acyjMp{7vgr) zHghgK5v6N$y%VWL1sS zirz+IN0)D~RQu+8xx(LAqO@!GwTs5v}i}1RsMQ4RbW-O z0Yq<;E>H`QrA?H7eV&?d8mMQf0g)aBQsU{bWTsgu|BtLJ>KwFvO~jhOId6l@E-+aV zt=Vbi1yIKw3a{7_92D*EEv~;Ld=3{{_n*f=X{|Q1z}l5DL$0(q8`qWQk^?Z{h2pD8S1;u#x-E8f6Wrx<+e5} z0wc-IZ8jqV18m$pyj}e~Z2~=Q)_AP9adh}}wS&#V)%K1n9X_=ElfJKStOyM8cl9Is z(NgL?@d&fgedoNhfpWE`s6bIq%AX1l^`aQ62i246P4%HHslHS{sy}5#vD5%cN)4pm zp=6Xb^)B@uHJBPg4W))rf5WK{s1eji>O*Q2HJTbjjiqdV?d9=CKe7E^C3m=PSiLK-efBioFl-a@D?-9_` zvgg8HQ+n0*p5D8;&+tBFmhW5c>$|3Jb-(xfUFtuo|7j~bt6bKSy*Z#zx=DI%;PQdT z-%-dIS-JHnYu&qp-c`T*%X`lT`3<`8{`mK=aecVM@~QFyn-6UA1~Y??4(UH6a>x%u z3x~N3L&I00I!j)Sf3gfB;8kK?g|eiE4plg9`7g7Dj*ejBEleogAVT_9ARlo%)81Fw z;Jw>{TM5n{DXM@*hx8y|#$aY0rsP=ivEMiN2E9cAi#R_TiS2w}pCB6rplmQ`{% zzD63Oj*NpqP-;VVCaU8g5#kw4<88=-esZhjvm@0}z!B|7>!){V&pv1{SiNjT!-@Xv zDZX-Gw?4d>##V_jnp6#db*d&6Vu2yzEhKEmv%7mQa=V}*p)AZTRT&5|j89cuX+=fR zu5)Wz=Gx+3f9tV``%lJBqz`7sxyfMJ_4>DG7C!tODfSV}>G%ED2fyUlt=X^>suL4cF$oY1(OEl+m5k-T z#B*OonSESm5Ou0Ue#Pwv-tf~_^^l}44_SA5=Rrn=05cZ%Al~|a z)c(KlBtFpoo^)$!VkksHcwS6N3WEm<_R`PqHJ#%sp+042AhAy*JwJ$_9Dy8PiqJBH z7`gFxrRPHrxOhhg1qT-gHE?B6kdu+2)#Buv95?~L&vpw;Af7}mS#dWEyOjBiWIq>j{bBH~L%<_;J zZVQp_aemP92-Lb4wML3~i@oA@4|NPxf zmYxskyby`Bz#@I{|Bb_O8QOshMArxg*mWLv2@3n)&5&xE37m||EM?*kKr6#hSsc; zrKs0e*+!^?*67laOpXK0hGl|mQfG~(%Otu%UyAu@15Lj41a)qsoIguff-a0(f4+1Q z_yXfcmywN*S1}!hw3j-50_W=|sn_3wz2tKb>eZb)-FR{XE%@~(lhx5*pZ*Gu*xz|a zWG4-gr1&R0C+tX0S`6U?%@#>szChyi)-(pK_F?ZZVhohh`uFq?(imvkJ zl7ytuRD5=_@hmWp_RX9jXFr3Fe>Qx)W;tGiePjv+c^=B}w1l-2{8xPqF=$u?>iN?} zqX^kPCT2et^PACZDco9ib7=XkooBBSC*7KKdh`dg?PvQKqH0WKhMJ>Ju!A!lY0Yl{ zrukI(1UbZ~t_pVc-?U8~qDj((rY1v@CRqasj3N_?x&4w`jSD}-gBAohf6HB9POy-Ns84Hq~?2AbefCIo{nxq z8w}{3woji1R!120kyb~ae?>f)`V2`Qumk!L$8VORUNfF!irWM(F<#ybT1T@?d6}{< zxfU4I_v)kk40U?4ob5pY(IrJ4nYb}>5iqP7c&GE2EG(Vt)P+v0SG;{E&*aM|+J{Ef3M$hk*~-4iY;TDPkx7 zh{fDO@LV6ciK(Pf2I|*vjKFA%(y)!$;SO8;Dt8!)c4ar6cRoBF55VtXDGtVEh?)Pr zoIQoaKl~HPYwtM;8Z%zq=W#E5aSr~l?zJ(IzX6^HbToD`u)AABeSPvV8 zJk~_;cW=~^u+1kq6x}Y9VwD72LTbLMlnIgeU^fe+L|>GBDL*eW<0j-2Z@NpcIi5HH zzvqMHFx)x;wj4YN2XeS$G@R0($~u`=QE+$vMf4t8Ez1@Vf4ID}=&RfN8bvKf%a0=U zQ6X7BmO_K#fJaMIc}&jIz5i%DavWNj#}m(tA2D;TEeFxMEiF#D@r@zI?W+Q&IKW6| z@Xw2WMHWA_{l?8lKTBct)=l=_xZk(3&AU{)p_sYwS?W)ylt>+)7-N}*KhO5H@*rnN%`66nDFwB7Q2TBV)_o*v{ zR2&(0p!eZEzD$Wd4qKS%)znZYM{wVxZIyuhPg~OJCI{HDRdx*km8C{XS!2IGs(|$Sp+E|0k-fD855|N@`B2yt;h&6 zfb+LML_U-S(H}vPIR{p}t{5|8mP*_dUcOMfNaTM<^f^bxKvhdcoyNsmqhF;N+F+XbS6}< zWob-^AXcW*w651LLg-yvJ|P9cy>By~qA<2o!HC95xDRW%Rabu`|Ix)d<&ifhd2650Dl5+e26FW94axRDmy;)C=FSJ3obOIz0(?;L;`a1G=#E z4IQ@<{?VlD${cOA{&pu^HayaxYRgk`ALF40TX_$JdEAGPT46N#yy+7-Y$a%?(`|Re zF7x8WwIp?EpA^A8qcF7REz4>^*lYFh1ebZh7~|4cqB^ zVgB%=M_&NzMfK~}iAFv#8dY_mRz%9(V$?WVt^GQ&FzVuyN|0Is>nJF52iEp0<`erf z2w8vY!uWZ2b%&o@YhV9uif~HN)~#|Vu8K^YmVbjYBquobvwWo`D_Wi8kdj%% zr3j&0PB_1{ckh;=0aQfsfTlu1xszBZJW?ithu+UV4g}#yi_$pT1He9q6i<)$&5V9> z?V9JOoQ1!cJ1AV>j<<#DBj#vL3dxl2+eoHHxSY%l)|8wO7V^^o{i3JLEF~j1s-gS| z);nH397moeia;mJvP;yC$Z?~p_u*5XO;9y^13v&7A zfXg4f_vJf9U@77Ws9}(zyYj0E+&WK!RSk{a?{BFgqHMQSba3;9_aqc|gGl#3jal3* zKXvNaEeEY5K*{^PyDwj-_Q3IGS7$XeqElOY$YC--{!(l$!!qaN(+U*ZM#7B1af3u& zVP?{en)dCSvf1m^xDH7aSFUS_>>eA-I;%i5{d;RyG-iDVP@8NVLTO0ko@KgXICAf* z#s-=UHop40yKacip%|&aHU~BeVlnVTe-~vQ;q#NmAe;D=e(cY&SGwdb0LiGIBgu zc*`mh;pia_FmlBm{QYhpBk+%a;JxyvT;aN5kfD<-UX&1C|{*A*UElCyLAXjW>zM@*tZ z`yc#FJSd1oe1W6EhzHiw@eC>U0-|{Eu~rR?njC~5V4l%1`7%#}4^$fyJj8YU6`U?A z@q2`pkDiYSqVlI9Jt;YY_0q>=E!sL>1Kw%@AjDh%#UCQ>f`Q`_RGOZnBuAY`gX3B1 zh|m>8@Clshe}LCu`4P_`Jvnbt5Q?AkvM33iC#zCgrfAKEIOLr86~sT}>=~|}P<$}r z%o}G47_nwc>qQkb`!RnCUk8dXv?q{umix3T2|^xY^y|E8hU?r|0I$p32=k&V4BHi! z+upi2{-P5qm?Lcr!ciw2B76C?+!x<>yDk7u4B>ytzr@GpCNOuZ0diA7Yd5Jc2LQP} zGQQwtrqMDdVDRQ^Jb^JvM zynyeTtgS*l^VoyO{$;^>PjTLoI|n+S>_A>RQ#wYEtHOBY_3s9d|I&u4MUa4i?m4an zxOKnT(b_HXiKzxP>&l79!1cc?Xe^61UHRb7y@VZ?VBh9DT2VZM!e#|CAG>ATpx#73 ztRQaKdMgYFVmow^E9_!wJ*q}V+@H=h@W&)~?*AL@#)YI;TXZS(T!a<7E;S#PZgS{- zeS)|GDK%o$6Z5W)?&D#+nf{L=iG!gRAa^7|+ZH9^@N&g^!cm>r62XE6rF}2a6jhWxh*13pc4l9VvbaeFQT5aeEHP_ zBIOEQFWjxVkd$_{9Ytb%VSsQBFt6C(00$JnoO5XewmGl6p(h*^-(u@Bz*@3*#*)`$ zLBcrGL4ibj>h|*+g#S73)?m<}o+iY?{l$kV{$zp>=ZX1*TNeUC53;c`%p%7MIjPwm zxdp;`{6WTL85AV>#MJk}QO<+WuaC5eSuHHZRdlo#q(%i@5c{vo6c*zj@_t{KP=iV6 z2>}u_H1}LQyq*c>f`5yz07cmLhX-KP@$EP?)~m`_VVU|39dBR6G~%3eVOcoxiui4j z)yEzh91>KWXBH`^D34G-_y202Z1iRgP)Ny3 z!^6_$sOq?4zHmP1-KOViU?_pA{Qh;l?lyFZRHKUynu^YDPahth7$A&QqP&OIsuPS+ zFfhgySTtWX5oHO%tyV`e83Yl(NcMmcTSN&hp8W!Wr6d`$gaWF{4;Jt+aNk~m0Rgbszw7)u6HD0{(F?$!Ax^# zl7c9uRh_f7abju6R&se5e@`Yh2epoXe*oDIy_IuFl;wmvDuhbXSAR-+i}LzqOOiu} z7S?+8hD@_SuZLGm`PI1!l~?5wq*?UEf!o|k{dqWP%zY$=bvQ|?A% z$rb5>$OQa+^2VjfMfBHz(f1z{b40b4yul^Agal_Q|FQ7}(rZH$LLm0P@71;9-vhJI zaIob`0L%x)ugP1e)3#K{fziiJeF-9LEquW}o6rRFMZ1b^UXDdl4`t3!?*1j#4XoAQl?$}(7bB`{?2cP=-9xP zQ9Cq?$5jwCF*Hc(J(|kd!Wzku8#Ec37YpA)KqF_jD-8zJw6q3C@DTJew+5e~<~kS* ze_TLA-vB033&|QpXCK4%0IFrr<}%nun#ar%q0GX4iZKUQX$)U;x2NqRwI&eJ4)B=v zb|WOp0&->rCA~GYjd}|3{bv#l$H6S-Jf`woZ3j_T;K3eGU>wx21!_4e*dWXL{eHwB zfHVsYCoh4DGUUIPD@dtu1Q=%sGiKhJ*a3N4+q^hK2AcXi>hfn`Cj{}pu{bRWhO+$+ zI0E0=ofRl}_$$ke8uMwXD`KZqVt~(^$!3<$=mqp$Yro#HwUlcW$(ofb)2JVLmj74{ zQS(ZP4Vo;-k6gka9^e~atFT2|v$yOBsGTLb7nrtAp6k)!@p)CQ-nW7u>8=~jf4_`J zH10ts^|W+3Zb_@EL;{NI(oEVS&19`JuZ<$yYp@|3vl%$A$v8dF<9BHpPEV@Z1;k&$ zR@`l)V__nzB6V83X*I>2j}u&2QMS*7xY}KPy{ybY^>Oln{-2<)u@U5ZR@6OUBdx4=NDQjEG0vV}$pMeCN@I^P>%sZ@#;Ry|G7U$>7u}fivHq}fh2&*#cZFUHLXpyY zI9bE`j)(sN!JqVPnqMoil}-I^%H72;?Ndef`<^51Bg9kVOXkt)OPbXXAVVV1je_FV z1O)-lugq#ND6;|aOb{dndQ;dFDbA;ulao!HoRLjN#^eU;2EV=D@hAr+kpoM)1yGl<_NX*uz$8HPf5jF#5 z%gH4g)?E8kBgunK<&^dsaN}E5(T1<}VK_J9%$|imzxTp+s?_o7KzMb3+Sr!K?U$%eE+oGJG@|IW4)@s1lav9;JQ=-tqbK>jDL7=T~nQ{@GSnK%D-HP&)k=7 zrXQvs#&%HVL}EXx0jAuzOu$c3oPE~@b#@<$o&LR)SHLh=8iL?%m{t(UCOuMWhV19XT#xj92TCS*ftiOf7c z-{^qGgmak)i^#c`#x5m@kfvjO{SdiQ9n#r0``C~-p5I@BtrwT+d*%Xg+4Fqt9R}m4 z$ImVV5%X7l+y@Dw^#v8S8fWd&&t@H?FQcwzZJd_pGjg*jM+#1~81bWa<$wBRexyjy ze{s%as`8)$fM{44@5)q#yThW(uvT;q5}}Ew5;TSEg=rmRkWdZ?I0x~%#l#Z zxUyMNYReoNJGT>5Z27?8fGWa9A>+{CUy8z3(i`rX06Ls7D>V=7yw$B$P*c$(#U=qz z=P;YV{DsU`XVYqc*#c@NF;2j^av(@aqlR^uZ*zaG3+mm1$4_FT>OOcwDDGlaWQo{B`q`WG(aX|S?LOyHK&X>;OM@=R4paiG9tI535-PGuL0*a zK;*|U`ScG_iuej^Hxer^A(;?mn}?@`CHGYdaccJ*87y14_%Sj^21n|YMUuF$3C{;P z=>8V zS|&$9=Yc>Q5e7v5JM+Ktz4LKUdem4h{?&VqLrzx+=6rk;I27J~#1au*c!9HI zO#DF`GOxx1F0|me5~3#n2drSq0tQ+r&w^$xOa~V+=)eN&P5^JwvLws$ZUSurs5!BD!Q0T}hUAK(?olF9iuuPjGQ(cm~_?s9G^R z&{T5)!!?#i6~@=d<^5F@3piMONn!T+OSC=;d=UfU2@1zhpM3y63tl{f3s-W0(|P2HB6D-K5hQg{XiYA-c|(4pY-zf0 z#cGExtH6cbU<)rsf9SfPC8e6ilZT3ti3NENbE)&F?@J%xNYKZlfl~#Gqgd5+3hsww z$G*8Q)oY4I<6a}Ph1ON^jtoH%2?+JEA~jj?y6!P(-rJh7Q7`v`zHVngSvI0j>%x-e zWDz`_+lXxGS7Gb5(RRY}GVJjp`S~1gRbER;R?Eynppvz+b~QI&mwJB}x~?R~r&&O@ zEFYPuBRK-h?7X^UM!2uj7Q$g(Tmr-H0O$Sgg>oJE+ktxivhW6_u1ohsS38dbZN+f6 zXPh3jA>BC%4dT;rC5fu=;H)Hfv67+8rL#B@7T)U9h01f=!~YB+dv)M&OHD^F6GCIY+1&H zWF)v<*>J#kkzyvNrvog?a^Caf`doReF?QoR;n0;lfxKP?ry;_L&#fgc8a9a&WYgeS zWP=2FJb?`KdOIFJU3;`zT=1{Bce{a}<&_rJLjJ*YsycNxzQ1LU21O|x|8 z5^~9_N!_mC%G#uzPRivAy@kb_EXPt_n=}08VDrOpn-Q;OC-^o9|JLyU??~<%o^j3B zRh66sM8v&QU{+-tfa#Dh5$NdnL}Qq;^2h`9Qi;CQHQ@*Qri)igXq7KTs9oYq$SSnOVxKRI2BTesy6RzYQJ!HhCc4G9WU&c(6V(?2ln z0WT%HPAxQim(E5~RHVNgOLa_gGse$i1o2bv;L%azk3;8)nUc&dodOv*KVT7()r?5A z!usXySqB)uL%UrLfwWdKJuVOryzuF{Oi~?%lGwvceut$f&w>&IXp;ho=MO;r@h)Ci zywYPCT8&>xm!@c&U&acZad67~SScG=IQ@fT`r2z^40Rj0_s)z75%U{|a|qh;mpica zLP|#~F^ezq;+x_zzN>DR+6*NOQL)E|rPH)xIaAFl7~eLFa5R4Zv^kJodu8@4tDTLk z>X@-erJ79b1*Ne9h>r?ykyax4u$Eqe@pfQ3w#PY`O%W0+FTeYBpIf%|x;?sxs2>1E zuXgm>V)lOZa=TkpX%_vSXnHRn#(UB$MOJ%48~9#^8k785+yKG#^yk&VO0o9%K&G$3KiZ14FBCW|5xM6k|OaB6bl?7 z0y^Absm1IcC=C#3vw*|qe@Ff=@XV63IS=XzZqQ@U=a1H+wE+5p4f^B0@B8n_|Lj&- z*FSp=;fFSG_qf#3c@1g=1S*{u3H~2T778%?|CXQCEvOejzsd7Boet-So0FT`AJtxK zX8qz64}Yh6f$ul%M-=iGJ(6BJp#wOuJ!fZ>1wi8?&iDaYOlo6tFb=u+WcXdhWuIq{ zkb$ivk`&p~O;B^vo5uP)r~<8TPFmkShjHR{X$j_N3T31y8GkOhSv~pb>iq*PF7K;5 z`AX=W?y?GiTSc3N8n+kHom@lZPs_*avjNgci>8-MpS@1k!dbIj7R1N> z{uE}G$}M;;yeG083fm&t+MrZjrMyU&lWogtvhN1^b@f4s z&nH>571E)p?CJ)7nWC6H$0h0&7(CYx6IQTYt4b$^7=8DBBEY)4RBrQJb7^T z){c};Oiew8I4xJSM(&O=*Hmqt-uAYV>)Y<`I$N%mIf>P=`JOQbX9+G|GbpMBF&6{= znjvpQHNf6jCdf8?i?sL{`h8_XB!#pJQ;t)OM>%caWu(SsVr9X{$?Ay7s*TKGH~^c6 zM{$t(BRq|9`w+&Fw48_%+}xf9GUMCNnP$z7#n{@K{e6Bj)%BbD${zpwtEM?NnndpM zGP7*w@!dwtMMsSk1HR1B66)Zq=i&fRR=4_#O4eCSmQDjf3@zx;{o9SlL&+3A6ev6l z3EqO#yzwP(Nf5Gsg4sDej3E|k(1G0}ZUvM%fO2R zgBI7y((79kblVLhnY>}PwzQ!H1!Wfki+O#JhhWmQQ08{{|N1c#)tCpFGESL2oWC- zQM_oJz(G0aC^FZPM&{bIAy6LfsblDJj9}$E^L6L~AK%Vkv#xj|EA_28iSEZGwoYLj z@2pXC>c3wbwC|RO2!pABd!QE87zc0;tipW>H4A-Za|$(=(MFMdBE9Ss#79TswGuUYAyZ*c{V zSiYD)$M#JG5`8g_9@AYk>evS4;>V1$T0?XfjYCJ|=qX@lM7*HgRW-tg*rmXs?Lv`~ zGz>CWNL}&ld_tJ-Z=K!)&UD{$&zEgz4=~1aY04pB=wP@RXdcR?iTCaw(q?$@!@I*(N+}9MS-i?MCPxkG#ZDMP3Mr5n4@Lu4sg1{#dKsYHTC=nP^#fo`i6nvkWCEPIx>6;QG%8aW5G5Uut!$xxCx z0{DUu1P3m|W6a-Q*>tmMhv1LEy}p&(yrdG^?Z?=TV+x#z>Q`E^+NsLP+Te$|{0@Ry z8ZTt%$yw%qf<-Jg(MjwY#sc=!>H2S4F-SxKe$r_Ci!cil`$+6?H1(EygeK(p;S(_6 z5iZ7JJ<8swHMlvS?DR^~LUAGm0}f_w3Z||snvF?^c)LOUPKq#YWM;~~mGpRTPoS7Brwl$LsD-!w2D1MEnWFan8!M?C4AY-U^EqEW~ zRI>=P*e;m4J>P?M)9>W387ngg0zt%GgG$8M2jlW}0uITXzq zKvp_e;y9UEBd#2reFEdY_Uj<{J&zJDxdE-p@|nbtsKNHyYk~{xVsd+VZ!6xBwu8Ha zx?_z1lOQzoAWR1vW}LlFmr@nO4Hs_Vr#lBcO#vVFwwNjhMmoxajXPFjc9#Xb&LnGBj32?RB%~hS9ayDwU3}FvT0GCgQm(4&1Pa5|(V}utX-7BH&5>Y65L5jv z_~6@GKG=W^?=J?kAn1rO9%S_j!5w^#WxC}bJ&2CilDAKND`4$x0uiWs%Xk7CGIwBF zDNgcJyhI@JiN=?No$IGBVpath)Dmxk%XcaIn$ujuwqPaN9rRbl3YxdsWJ#}2>j|BY zn-V691O)z$TA3^n#Z@!hEwJ{*Vj9jUw$x#DmocVqR;trxmoBwQiOQ6Alcbj%GiDU@ zw4M+ctMD@Sw>8kUA<+P;8sgG*AfzZ^*T_<-K1aUFhS3~IXi75~hff7e)JnN(Tmp{T zb9+uyc?Q-NATp=F!`(;`HWrHS$#rrZnIcRHT1fw8lmUhE5MCt`E9&5NNoB zQl)r*4Z&@-#vp39;~NXM1SlO zl#Bay=G|}NX3UMtTZgFI_$zKylW6iDQ=|R^IA%_ke8PLGUZDY2>C@i94L#UnWPLb~ zIjS+Dn;P*=G%4&u1;*iKljOJ`DsODD)=w|mO%BuLT7t7TI(_f8V;Umpaa;d9L(9*n zHuUv>)j8x7k+HB*d%vS62`2()u+-@@xhGdw_|X?~dWvo*B7E}|lDY!>9|kPw&8`Z$m{fiU$n*Mb*3G|#jL&C|)z zpoJuh3Wb0rPQE(F%-M!o0=W^fxYX?YYadu!9r4?*>9yc-_31=W{XVr6dc8ik8c;nZ z0e3Fx4y}muCZZIU#%q1E5@q2$!W6cjsP}HXf%y}@elUQo*ht35>ggAYeNI!RMP~54@8x&Av4)ng#zWdA9hBJBqdibV zvb-Ot?7y4#0q`tO5vsJo>~oYKj)wJC)yr&&T!C%a_4&t0iEkF zuo$yect?9F9vnI{-|p|DtM^tz3SU+W#{#eg^!;}y;QXE|{VcD_5oh}aBC3-$V zlW%!p)`ZDp01~jsV=17w=oP&07Ckd-l{v%HlPk~@l`xv|Hf={rxUUq1XIq^=*ytIf zM>qDs#D*DQKiayq_T&fACiYVebpg!C#8HE z!Bba#_Y(je4hd$tz|gXdLxhVI_^i~7^DT25q=dmg*~e(vb<9e<#5&_&+{}%xJC^KZ zwTh&6`)WMtp~Z4@3LLnQ_>LQ_YzCoz`qYAa|Aq-!4fsZgc>Lol6(PqR>4G*ec?Kw3 zIl zYpVRHNec1tWR$slJuX;&BiMY({gxp!ni{d5!?fa5hyd4qiElzT3X-Z{8#I<_z5KEB z4*7A>nhGp7nD%pib`yS1WRn!UaRHcdLh*3k&suyGe&`V>+Gsy2laH0R!Ji|Gx~{KniDo*Th}p9c{aQybG|0baUmrO-s^jI>LI6Uwzc ztOtcn83%&>7xq16H^t#S=*qae$E%i8M_-$&2SXQk0jo(PRYt+}Sa=?D381oKG_c?pz*6D zF;vp-wEy<){;$bDCwq5sr|*Vmg5j-C4uyAt9}V~>**5ZU3bPEt0gyB!Ug!Kku? z4n2n(_irwbM9vs)TjZM1JgWXQ@+dGNY;#V7MaG9vOIBOi-Rz9NA7CmPu2E_0zEmm! z;D8ID^u0KD$q%D3p%kEHxT4g=4eH#plA8~}b1M%K*7T^}48&cO#H1-X$))Wh?mcJGuNpP4~3e)tK^prYJai zn-kY~CN+5|B`BIp1$2rR$BT)-TQr}p9&;)o5mB(Z zp;TlHcVfB4J_cBX@T_2btN5y;Y=hP`o-F*@1j`jyOVKtCD!VHN#n`YT^>`RjBx?A2pYQqmu5WfY%Sk&WOZM2EpU3UtV+@Yl~k)&2CJcm3=oBr#8~zuq6+xNutN7EoKI6ON46>d z$$AhKH8U5E46^52aOg*E??$xB^JkKyMpIAO3;*|_oX*1TtduHC%gh9xAcbvwSxAx; z#MQ1LWb2z3hACyPYv-#ZFDE}1Btk}>5cFpG4U?XJV(>qy?0znvo*(27>Yv*8Q(|2g=0B z#hkJU4~79i4G)Uhan+t4tF8`;lTmFS=YAZQQ>@eJ%C&|>1Wq*o4pLP_FRgkNRt&5i zt@0CWg;1u$_|3r5?20xLE|R**!a3;smu>Uc!I$Cd zO&~p|qthQ!Sn$;`>171Dd%Ami`B5kDYexYR44Ang*Tkh&6}wGMw{V^k&0{EjQTa5z zma$q~s@^%CZZ{q@ty569oK8{Nq})bI_$At5Ox}g+S(yq-y@FJW%cH(uCyZMoKE2_0 zd@?d1A(J>vMqYY72^skdrjp?|JO-Bhs3e(^WNF|Ku)n6T4N)`l+nC5o~K6M*tX7HnEe+mi`QktAVKi>+MN)-?c&`)*AD%`4?dISasu zeuw`S$8Z*JQ*1*qX^@DMj{GP@AbSv^tQlQarc^emu#BIdBaKZiduR*i_n|S)V4!FM zztqCkIS(nxfWs>QdpgsTB#My`$o)l5?I5=|9eC2uWBkx~a#u7)!@)3Ab*xn&1ONS- zzVV;h4d%xvH4+v6ILpGU>CH+Q^(ElexTs!KvI|GR#jW!l>(2O>i;#V6#)Q`n&QkT0 z5cmh@yR|X-RwoKX)o{(Ge)KPG_J=|jp=qXUXe%e7D(xv%g61J{Wf>pIo??wc3=m4eCDS|KQ6k>${d2`*$8KqA&rl*VAi= z4Rn{m_v_~xCEd8|4I^@vbFj#qpp|=IX~>$7N@`N4UtNpXmzX zfhk5gv1l(Yod>t}N`#))ckgybc#Xo50;IpIbu(XBGXJK?$i^iyI1_g4r-}SE%F4cQ zed>I9ThrEE=y+G3gU|>YSEcxQe|kPRP6+Eog;%k9aqA;4rAapDEGy#hSk95Ct8uY5 zmxpV_B3J=I1qV$L6kez8;R0n4go~^5?4vJ6m$1+o_*p`?EMI&rNz>fN8@l(lh=R2x ztAce!&h8kxP%Mw{FfPR($pNw2ZKlSgAPv)~nN*+qac9V-!9h_&aA*M3mpo=yfemn) zveA+-+^XIZ6(?3)x{g#sK5Yh;8h=&VvL8wfgM9__={ixM_(0j(+tHa{LFVrsx5*9T z+@|)D&Uaa#hB?)Bht`T=(6Z?4BO>q;BjHY--`P?DY}rR-OR*muE~CMB~^ef+oL1!7r4Sqfxf6oC!`ue20&uas3gWqIv*qP(P7@eY}9dc zFKfwm7;lSjOdXzAXDt-Pafuxl7U2-CoF?+Q4Z01>lE#;NXM7&`J_|j)^30c5YKumBNal~D4--p zY>rA%uad4nuyad!J`s*;deqA9)8`Ex+}n8IiMQHq=I|{>2^7jx+XJPvwdy#J@@{Kt zH%uylJZpGdgqXwM7hec+wcp9hH_?BB-sC{*W*I@4z>whr4LcGD-n|ytgLno40Wo)Z zF=AUPIxIq_n+@Rhe70DIqfb^<NX7^GBd(tv>ey zc*f=TB&vL3gfsOty1EY!h_ATy7&{FFti6HHAQl9>UARp8pHJJfx5=r7IjK$r#VV4J zlwV*SiU%Um0I&{88-Dh>;4O%4nwinubTPrb=Ab~(jF&Oklf#ht`4xP*Gt~{Sdx4-c zeZ8CYP*Q-rIO1s zPXgszhdmVVq+CU$YnCkqSokivyN8B{H6zb+@VIqR_30x(A3~|ld>#h z<{>TS`JaG=xLZ7a9@@v4Du?NOjm>N@i`32QHHWE2`QC#%O_a9Yht|hTKD&1&Y&Jiy zOib@wFcAwF^LZ1V4*1QS)nWc(%fG>DmOPhYZWJj7^x|?K^u>4DVE(P>A^PjFX>O2j zu2ns^@sVTosy@XT7d*IN@SJ5$r(OWiTEMmD|28yd91>|u06Lg75HJVxf6n(9U`Rl~ zob3NOQ)7XF0RgkHr7&TGVZyR;Fo;|J#C8c;Ihj)a%7Wqmm^oRP{(rdQl$N#1x;Vzy zmVTbSTyem&uUAO|7Dyfu6kJej;jA}f^RFHz^rj2e)0%51S5p$0w3Wh1XWn@A4zKC# z`^@!f+N5cB^45_gDbof*W+D^v!oG@e(w4MD?gaSjw0d@ww0j_9dYH^?phO@PHpnDE zFKyLq?1C}#ZfK0_4#==_Krf~Pi#wD0Ua$we&fE`VfGCBE$dXcV!2DmhtYtKQ#VjFL zRi60h4I>aQT`{+8LmD)GCEiTqUtIcm>c4F&Y3##h{PWStBi!7ONq!(rQd|Xjbb}nz zUdU7|eGat~m46m?nXOSzJj}9)lldC}{G79<@{oH-%o6jAJFK9w+2+&K8^T9HelM|; zG=4ZUokVP%lbtREL6THjO5{lp(*QOwsB>1PAITXB7Gg(?6)yG|IkG4O zTE~%?b)lZ0C&0yEw;)E~B_ z#fuV~c%tRTOJ7Vz9y@}|=k+vzbs9yUns#PcQDUvjT-jAH+Grv2q6%3Y{9Rvdi>@~piRumsp6r9Rvv;ZH zwd~ziW9o-@oW71jHQcf5Uzr_%awd;Xyi>J<3eY9)OgRGn0GkD_UZspr9J-JCJ~P^7 zX7rH(Zj7kN{w|gmPiFL;l@AL6NYqpU>;ic@rHa7qLb-Oy9>%)Io|HmKg-8BbjfJix z_o_ohM)mMf=dtxj9oV*cB~OMP-CyP|E2ExfcQF5Aeo9wPD)0thevdnV>5YdwOKa;_ z{O7G`|6|+XZcK>+%F}>R=X%DGg6nq((I~JbqN@1E;9^YX_X}&<>69G*)sy9&)?Ihk z?t`&&Sb$M%Ljp5^B_lf6*nRYT>*a3j{`Sy9Q;*NI=c#%uP2>TEJtr{wq+qNJy&Ch= zri9}%DqJQU6Gt^9xnT+5V&S_!6E-XKC$5`BW3u%pgF`|vWh=3q{UFj@wIoS*Y$9PI z$(yA(SHxbQIfp4k4Q6Y_@Zz=UNC4nWh&GXOyA1pNIgK&nX`PjW7MfYuga*f5a+IFB zgP}bI5GM(tL1EJ7t!PTfyf@EmiMoVhR4Yjo}PdtI-jdKF<6vG{^)L0ilqk#-j zbr(eMzSh3qapSu(mtvRz2->_Rg|So$d-ma(y)*-PB}Z(|3fPy@;FAnF(aIx8)Vh{V z{w$#+tUOU0EJ&;ThKA~x8i{Ns%qEmnSunPig}H7h_5807s_0%)H}*1$E&l|sVi3r(*7 z8%iy7kqTJgSzi6q;SLjO%2x8HCBj<5(*orhsgE_@B4G#8gdKmC>RZHWP$?B>sOo3t8!f$0vI+dG=c1%TM zG#nuwzHnem3BKsQh+#={HMb?T9xgD&(kPZJh3jdF84DUss+|z9v>q<;g3dxMsa(?u zMkVyyuPYUhWmbA(Pt6SgZskuOl)ZG0p&7_b)S;>}WLZgHxcVWF$9d^*_YMwfJ3i;n0}A%qIneFSDSI-bJQFB;?ev}~25>Ty_mF&FLtA)(GEOou zUT*+*R^i@Nnk^UeVKd-U7Vu3iwPfb+E0zfFx)+Q0kq!HnzMu3c*_TnCDW+y5Gq&8F zw!54Owo>*ic@E_xyR+Vr1zrP6(MCn_*oAkF{678dHX&VxA(bOdE-{-235HAtfa3&zwEaxEZ|W5>rU0P3nb*{=V85+86<2&Y zXRIhu@^J9-G;=ia^E8QwVvmC=kJ;{~XcW2g!FkCk?rQ{q&-2@+4sy>L=UH9kz6~J5 zF*3-}e=-pM%Fe=~%?6heVIVQ5+H1Z7dy*#cH;U<^pw_J?bUY4NU&rVEF$4u$fIUV* zpKk2q8{vAC;IKy?oT&t*7w&o_NunAF=mYaO28M{MNKTvh>kw-bIVoJno97Sf${r^A zbdhvMB~%Ai;J6akx6Fu)x_?+i_5x6Ed(f==lzCaFzryboB*<;hGi>vW!(%i8S^hlg zg{lq$x&$VC4&C<%cq&T<`>wp(iToVuuC2MaPN!(x>nSEkHEX;LNy*>uT4sQc#`trC z=4*gIg%D_W4?<7?XYM#rKu~HbP&?r}dj`T$p!LcZt@!MRLF2RYjLz`lTmnFzUO7Gh zVMDMG^OZxeuoE|UfH3#R=;`F$;Hn&}W8Pnrpb4pJ6Pz<6&Be9a)gCuAW{Ho1=(>ZZ z0$MV`C`iTm%0x>HF5swij#HIL!7IW=s+qbM@4-YfUdmuchHRUeK!@<0kXPrPD_6a1 zBTK7f-c8>^{pvdNdHZ-SNB|7+_g6oWJ!^Icp1S#rL5g$-@>MO;Ew0}*l|MrtE{Uve ztdgvTj9ff@z0Vi4I7#(erG6Us;ky4GHHuKSjhEf%doxYN$ta{=L8R|G`ACszYq;8> zdC*09J?fS!<$f5qYZmZv^L#Kg&vM54k~#gy+AM$EFh^OF^Gp4-i5xII#TQmiFk84f z+RPB0Uw`781W*dVOdnh&V)N(!;>xAe;kM&wRE{r>t&{NO(p z&Jjy%SD$Q!@!i8zxNxM?xsKrdl&;&{F3PEdnI7#dWkc%wb3?1ByLyw?oQAE^BGpBh zMccHuzsx}a2ZhVui3)&%*<%ZGt@5qHUK`%OzMn?%0)>@gdLBc7_$}h?^qOX#(e&)K z4W2TG^D+zjco^UJ%bkav#TGoZj}+X+7EUWJ(jUSQl@(=+bqo3U6kpICLXGQY*8FBd zTif+mtKR<$X9Sr0J{HdH88_i$igMz8&QX$k#Kz7599tL;KeDUNtPe|NGu96`=#{ypkbS?;*W@P=Ph83+$HA9j>gb ztgc*Tb;obbPF0rv`J#_r&hTZMH@^Z+CdFS@Me&K!SsmSb)LawdJKus-EsLo-#HJZu z-Y$dw;rQkL+v7@_!=UO2&Vcml4-3 zh&Ri{y$Y_0x4CckF5E`>Z2v{~?W@x&xL!|JeRT2uyVIGl>z|Qm%f6-fylkkj476?E zyD#OK`Pb!C*pXXmMrc<$X-CM+0R-gZ?zkK--gk!=7dduE{k%MrGom`@qZTh6^{H~- zp7uX($aYSATL$UeTR#QHV?x?9Z^|4AZz&IKES#!&H4*;p+gCIub>GC7yQCIu#cG%-Ft z3UhRFWnpa!c-l48*H2YJ5XbQy*h4S((k&DbkX{9`p#mxjRusE}1;vg9d+%7lioGlL zg1sv$n)qNeG4X#O8htayM9udsFQ5D}XYOP+ce6?<_4lufQmx7z-Tv#X9^p_bq1X;P zU^qt7qePd?Q;IC;g0A#*B5SmN(4Oy(9_Wc)=#4(;i+<>j4s>Dw24WBfV+e*~7`DUq z?9&-zMJa!?a|e8a9Wfju&^}`n+GmNz&KM)gt$;bLstc7kjKz4g>xr0vDVT)Gm@2M6 zKbw8h@Hq~{bj-j^%)+jijXBs2bJ-^WlQ2bGf0vs1-SH*%z@FF(dyBSz+WyTvd?ngZ zY$|>5H8ayNLv(Px`PvuXVn58s0xT3A`Nwqj$9JL=t4(D9)9m{*P;}-mQ!k=!-zEFh zgK#hwV~OazeA7P!Yj8C##^JaI*Wx-Hf$MPtZp4we2{+>^tjAIug?n)y?#I!101x6J zY``+ygLQZq$KVk>iZif(8pq-|T!fW46UXB$tisti0q5XcoQD%}J}$t8xCJNSWZa5N za4Al~Ww;zy;7TmVZMYqGU39qu;Bh>GC-DrP!qa#G&*C{ekGJt6 zHsU3`j92g~Uc>8n18?FjyoXJA2k+v2Zl?XRJ;jIk7@P4KzQ7iLe8aCaDzTi+<_&Q{ z578Bsrs65O>VwH%q8EQP*;{l?p2k3Ww72W7G*-vy!n92U4-qWT)s) zMJ5M`{^ntFpy=;kOb!yurPkzNv2nV y#$h}rVlt*;H%!M8T(KMtW@aXK6)QYTsekBYuacLCDFq%2H8C|c3MC~)Peuw^NoZ*R diff --git a/README.org b/README.org index 6dcbf88..2bc3584 100644 --- a/README.org +++ b/README.org @@ -2,7 +2,7 @@ #+subtitle: Version 0.4.7 #+author: Zilong Li #+email: zilong.dk@gmail.com -#+options: toc:2 num:t email:t +#+options: toc:2 num:nil email:t #+latex_compiler: xelatex #+latex_class: article #+latex_class_options: [a4paper, 11pt] @@ -15,8 +15,6 @@ #+latex_header: \hypersetup{colorlinks=true, linkcolor=blue} #+latex: \clearpage -* Bad :noexport: - [[https://github.com/Zilong-Li/PCAone/actions/workflows/linux.yml/badge.svg]] [[https://github.com/Zilong-Li/PCAone/actions/workflows/mac.yml/badge.svg]] [[https://bioconda.github.io/recipes/pcaone/README.html][https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat]] @@ -462,6 +460,12 @@ Currently, the LD R2 for pairwise SNPs within a window can be outputted via =--p -o adj #+end_src +We provide the +[[https://github.com/Zilong-Li/PCAone/blob/main/scripts/calc_decay_bin.R][calc_decay_bin.R]] +script to parse the output file =.ld.gz= and calculate the average R2 for each +bin as well as plotting. We also provide the nextflow +[[https://github.com/Zilong-Li/PCAone/blob/main/workflows/ld.nf][ld.nf]] for +benchmarking the LD statistics. ** Prunning based on Ancestry-Adjusted LD diff --git a/misc/bgen-concat.py b/misc/bgen-concat.py deleted file mode 100644 index fb4fe51..0000000 --- a/misc/bgen-concat.py +++ /dev/null @@ -1,31 +0,0 @@ -#!/usr/bin/env python3 - -import argparse -from bgen import BgenReader -from bgen import BgenWriter - - -def main(): - parser = argparse.ArgumentParser(description="concat bgen files into a big one.") - parser.add_argument("--bgen", nargs="+", help="List of BGEN files") - parser.add_argument("--out", help="output BGEN file") - args = parser.parse_args() - - bgenr_fp = [BgenReader(fn) for fn in args.bgen] - bgenw = BgenWriter(args.out, n_samples=len(bgenr_fp[0].samples)) - - for bgenr in bgenr_fp: - for var in bgenr: - bgenw.add_variant( - varid=var.varid, - rsid=var.rsid, - chrom=var.chrom, - pos=var.pos, - alleles=var.alleles, - genotypes=var.probabilities.astype("float64"), - ) - bgenw.close() - - -if __name__ == "__main__": - main() diff --git a/misc/bgen-permute.py b/misc/bgen-permute.py deleted file mode 100644 index bcfd65e..0000000 --- a/misc/bgen-permute.py +++ /dev/null @@ -1,39 +0,0 @@ -#!/usr/bin/env python3 - -import argparse -import random -from bgen import BgenReader -from bgen import BgenWriter - - -def main(): - parser = argparse.ArgumentParser( - description="shuffle the order of variants in BGEN file" - ) - parser.add_argument( - "bgen", metavar="BGEN_IN", help="input BGEN file to be shuffled" - ) - parser.add_argument("out", metavar="BGEN_OUT", help="output BGEN file") - args = parser.parse_args() - - bgenr = BgenReader(args.bgen) - print(bgenr.header.nvariants) - print(bgenr.header.nsamples) - bgenw = BgenWriter(args.out, n_samples=len(bgenr.samples)) - idx = list(range(0, bgenr.header.nvariants)) - random.shuffle(idx) - for ri in idx: - var = bgenr[ri] - bgenw.add_variant( - varid=var.varid, - rsid=var.rsid, - chrom=var.chrom, - pos=var.pos, - alleles=var.alleles, - genotypes=var.probabilities.astype("float64"), - ) - bgenw.close() - - -if __name__ == "__main__": - main() diff --git a/scripts/calc_decay_bin.R b/scripts/calc_decay_bin.R index 99888ed..745c30e 100755 --- a/scripts/calc_decay_bin.R +++ b/scripts/calc_decay_bin.R @@ -46,5 +46,5 @@ res <- do.call(rbind.data.frame, res) res$bin <- res$bin * (window / nbins) colnames(res) <- c("chr", "distance", "num", "avg_R2", "std") -write.table(res, fout, sep = "\t", col.names = F, row.names = F, quote = F) +write.table(res, fout, sep = "\t", row.names = F, quote = F) diff --git a/misc/adjusted-ld.R b/scripts/parse_ld_matrix.R similarity index 100% rename from misc/adjusted-ld.R rename to scripts/parse_ld_matrix.R diff --git a/misc/plot-loadings.R b/scripts/plot-loadings.R similarity index 100% rename from misc/plot-loadings.R rename to scripts/plot-loadings.R