From 7cfbd0eb2409473898f7e20a8c2517ad34ebdf38 Mon Sep 17 00:00:00 2001 From: Leif <4603009@qq.com> Date: Fri, 8 Oct 2021 10:23:05 +0800 Subject: [PATCH 01/34] Update joinus.png Update joinus.png --- doc/joinus.PNG | Bin 188140 -> 198531 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/joinus.PNG b/doc/joinus.PNG index 998b4b556eb5b2e6f40568af8fed175c40272e4c..f7bac06594caebbd481547d3415a6fc03ba0b60a 100644 GIT binary patch literal 198531 zcmeEuXH-+&yC+SG(iBuWC@57xKze-<5Tzp}bktC!mxSIG6e%jrPy&d6l+Z%&MFD9M zkQy*R1f&LtG-<#!AI5y(ob$?F`|Bj>lmS>Lw8*ys^vxMMJrhaXH z1XQtcp$d)IAC{#(%#i_ntwbJM2g>#2h}x|2o9@;_x3Ay7Gfu9_q+{zp&gi z6#xBtd-`{(s{j46CC2}M_}Fn>Sg5pH ztaC!Y&(&c1?A#izK%2W+yQwMr0XDE;o8VK;kxUJ9prv?q{QSX&mNS|kE>3scpsYayC9B2Zg2s^(%nC8Hy+WFJx= z@>=)^QWoQln!Z0GrSYC`?@XkhvFGlBELYJ?=dWQ4-hPQ^5P0mssMH0!)%=55fddYn zwlwjq8pXm`DczWn2cyguYq@Q+XN9Ew?+XOM-@VT+!Dv*8s55Ikc>hem!;tw#!qeqG z`&j6cBRl0(B?*Oc;Ry?GmHx09Ml^Osb=8!=$y{1CGUITCJ=j*B;X{jv*qX5XosD+bhdjS#KHBZ=W`Vi9fs9wZYawbbe|3dnfCj3 zqN2-jQ7@W9%}plRXe)%fm0;O0`k5GpAx5{d?{=-3XFn{;9ZFfz$#Yl2L=ld*6fp%W zOHifyLwJ90+o)6x)LW&Ttzlb{L5(qUxVqnXrl^pFT{^TpB4%{#U2}!{6y|U9u z`@gL!k5%yU{;1vFKjsrj(YsmD?p%jctCn=WWPWS~HngWkMPA4^`SY^s&)c`@)`mGr zKB`MPk4U{F96d0`(_X_anD(G}^O+-gDt2Y*f^pm<_fYY49EFY<@!0Wd=@Vl{3ga>7 z)m@9xk?Bbv8?AdefQ?j3M`v?J7+o}EraN&^YIH8WE`J-jJk>UZ zn0S7VqygPU_+46leQ8QpxL@MW(TQ>2eI>37(E9-+q^!%Y1oFjMXc;vw2jl9XA88B5 zzIj~p;=m@n;k0Lo9%p^llJIe24bsD#@KoW7=~Z(L!)Gvd@m==lTsqnUdp}b%v)tsB zoTC%vPVxIJ(chTcO7?kkqTvQ9opFE`25wbMVkW-D3c9%10h~KS=aP)gOki^@TU;F(?qbG67ReB?b;iySyvd*{38cS6f=1GmxT zOCFx5mAKH&?(rot?D(mZ8(Fz*f?>&+P+@xAMR1>(pr1s~uUE~?GunA_1j5on+Y;G5 znlIx{HvQi5(LAr2e#>O#pu!eUX>+`A9Y69&OzBpO7p#(NLAHCMb?@Gc@2DN3#>Iw;g<~-T2#zxL5R^-|o*rL56#0TI-)%BufzA@t(1sK)JJH;&z`| z>lN@6EHYS;&OgZQ`iS4v8Rq}4mG|uIRKZdU3>h5BFvJQ+3|I3`O8J)va;ltU8s$Rm zI_y{Q{u;*zJt~^12uQhzB<~cO1m@@Ebr}<~>9bv3s6>Z!q+}?_b$p2EK!V#T57}_3 zKU~UqSKy#21D>IjbIj_lJo4;#8PAIGk9Mmw5pS_6j|n@O2>a?*H|uaxT>R(7H}#-H za0;&S(A|>Z=QX8m5^o0XUxHouqW91x{_K=+*3GZH{rYucGEHG8{o4qVt5Zb9%&^nL zgF)P}u864U^k3He@1-)QB4T2ArtAZX1P-|;<-^mmD(rL=2OMns;`l06yp(5dW7B;;w80xLwrJ?mdV9Uz6XEafbzYkd%L_&NA;l>XMqQ6AG%xquZQYLd zm>bPLm0FOk4OHvfw6?PP0_I5EBe9l0)gzW-hRpM8wrBFnr`w6xV4)PMnWQpx)SyV$ zCEJ64N^G^?^CUc#Vv9FY;>Dfr)os5^45mE9T_A%dP%f1asL7c0xB`1dHx&8Gz{(_i4DLt2>)5fBmxN6?8fK97? z^|)-n4&Uiv_8F_~VV~Lha^`TxRYgn}#4+pTC9!5kGb^u`C&7798c-*GxbrFgwtbd5&DR3GEyv6W=(NYGR-$sNMDgn za1(#99L!dseIy1d@zx=*{Vtv?zKK{ZPs zEO1kJs4EuE3vtN&$s}v&kMW^}r_m zZs1Asp8`@&uZitv)~SnLycKSZJ9(}>^8sB7o?t`GmWglPI|{LkNv6W~);HQRtlL%( zIfhv^=;Xy^Xt&|&V7~zx+nk6ZWY~@Fhqy!uPCz1eHzWoX8{MeIB`1#Cgsf3Mg|;qu zhGF>Q`J-;fC#)0cNO8GIZnVeJqs~9t4)30$uKb5OSl)~X|8Gh$aN`Q~f0K(&j{nPH z38p5>ZMyvh>@l9D1{>Ai+EjgEb^4um2KL}MvZx-zvUB>Pe1jsXw`U*bscpR!3A|3lA5ML(t5f&u(7?re>(xy5qf zKIx(9+s(avq~p-1xd=;_Da+P4!$bS!zF^O$3PXC`%VzqsZu914h6aUGqBA??8V(t+ zEh$rzuETpxfOu)S-)pS)vDnrA$!>f%$8)Rd;AlFjFO zZxqP zy8^-YUpO=o(8F)bCd_qG`E*&=e$cE^FBT_n-@5&Jyr3;lR2W*T<(O{LST*I3lOE>FA`w5E`KFiM!_;i zzC|)(IiPSIk_}x`nQge(m*pt4rSsYgrpF0YUP<02Y8(IHm3e^F3`C}JmlnV_leZk% z4q831e(C8E;WZTD7Rxauf+-5zczP=zPW{sYq{+9(F7X1fLQyXb{gGajiWpfv*Ec54 zqygCcJ4?GR4Vadn`-5^KE*(nqW-j#Iu~iuj=j|W0juTr+UI@d&$?mc3Wq?uy95S^(aB?>rr&1q^8&H@a~YF z1kSw|69F&v=&p_v75@abFq;8{ni5s#>&$3!bD>63X9>Qw?RIUrWO* z5}r6}L}|oiF8;8{!x6B)Zw@UPbTa6*7%9vxEUFgm9ZMc_QCxMF&Hw}tKvQ_N2NZhY z(xpr47=e+s-MJ&>YuBy;RNpE7rL&U^!1NgTOi4OUq^xwIP#KiMht~-Oz|(rJ!uszT z=^=fDl?5twOsn?#I4jKSJ)iay{os72;+jebG+>6>H3{NCrdijb!>g2L-2~5_SW|QH z`DfK)#7#Qmx39cY9d`Wo+u|dVxyj0>PSP3UUNFZOn(v^jjkBWHu3z{1^V^W!;Bk#5 zPo12C-{u#9D>yO`*QRqM6fqoDe#ZyfxxTT|?#z(X+*xfCvt=SkZlW)&jzEmP| zSND(1A&|-l?^NBMhW;vAFg_1PeRU=I9N$abL+`5D={Y-QWSJ#PgvO6Md?nxbT!O{E zTpd@!*K@L;F?2Du{dv^(qELCa$oS1p9huYu#~~PGzggII<-fy;dRFh8@7D}zeN)18 zZO%4rm-)3^Dk&*ZhiMePX;Tv8hJq6^C~lFIHEqh5mX^|viJfsla{!16J(fK^#+-39 z`4MWf9;7evALyk6NMP2wlLAlX(H*4zE!*!I`4qkm~mVftJrza{Z+i=FL=)t~HPNq==14>x2m4>~Z31rEPCM{$-hV0#E~_~gY5 z@JyO*=;2#1lN{Of9-vIS#7-B)7D~}WRRO-E2+edAqNK{xtf%lTP>$%sMm{;m5{DER z%xptyV7FPf9_Q9{H!LIHCg}RYaHZOsjLYK z3V@BTO3E59f(KVS8(*a@`cP2uU@q$57r)ADfOe*;i#JIJLcra3m)PtIamaeMPh%vq zZj1C>Z{4~u0o}Dsvy}ddOjZtP73p?!hnrn~9l{S27bg>D((J5@RebFjlF@;2D z_Per)*ZSn$;8S9DPnO@$*CPE|gM~l=lJ#1kI9C-aaUUivz?B&#RELaOR@1HV>tgaz`%P zJ3G^y(?Zv|`OqF0Rz}bJqPoVxgdkiO;3YJrWo6SrvChoIlA7+mzKg9}FU3fD6?Ws< zBvUbi3cH(C{i0o3$~%{>{O4bOpN?CXW~0k!d&2eYWFMF4*GkMf0OX7;KMs#Ukmk$; z1Pnaoic&ent91Jyi5w&ad5dhT#ebwTVz>gSRgUKwyw*^4WGteI!u{HYkpr^>=yhh%zDWwNld(PzrKQOQwz!@W`Oe4&2EsE_ZZ=#N4tS0c8dC z=lhB;0P%03Q*WcJQq55J0H1O_AIa{36vdR|h2gA|8&-aD&eJls@DXASl}Sz;&}+fecD$MbtZ zbnJ9tM9HOhykQm@m!<2N7L@Yh-XEo1(%Cu}_d3@%ZWA%Ys-p#jcdPACoci#f# z0ILvT1ZDQY`!Db%LuPv*)hLBA2VYJVs|C|oDnr*Y%*88RI!ZI|?vKi<(Eh%AG_u0@ z00+u;wRUjpsFNVB@)D#(-{ac1^qN>_#Rxy(95K z%x_Oia8&H^1u{_bfs#e5j@480a3fsL6m@Uut_)~E?26x+bac+zhvxmQl#DkjP|5pA zp%xCPK%U9U6kKy{o+P{VBFsnO8`PJfK_lnJkObOBfmVHevXXo^u*GxnSdCZb>7(U> z&&_!GmKp=!>dA=Y4uYn2*YVZz?Pg<~nm~cNlHJss36B?sn2)Y`0#)?4>~<^`A4p&f znWywDifR&Df2_f(v2Gd4YksC%ijwm66%}?0Ebte2j@aFgH8hGVA`PQkPzp6WTg?q$ zd2rA2e0i%uSHN>VQjS_i)O>d-BJTdf&!;>1z#HWN7fz4PyTH<;C5YESyAG&d-TYmy zV18Gxd}RQrk>D|}l@*_mc8SGb+jwx**EdB1E&F4`3zIXj;%jQX)`@s0((fqpQGhKd zti?vFaI|vo`+mrMLn&$MIR%j)toeOuLXGuq8G8=|CGn;gU|)e?dNv{z=J({if!JqD z5nl0A&R4tdp@*vZCA|1m56R)bkGUguCE^1oh3et&VZCj2SRSHpby$*}BO&0>{qj1? z6008{mv}dI@8Z{?h>BtTi#Qb+MdC_><_FH?@k7(FGUNWCYvPz+y_|$wo46O0tsj1_ zEU)p03cIYF)Yy+}|Gh)9WC5?>5QH}LZOR!xLj@Pr{)|sDH zUG5bEb%G?$Pf;fF$aVG9!WY^ikfQL#T^{WAr%KMh4?YzIY=3v_GLi3-7p7l`D@oMM zvsZ9#<^Cs&yl?awGJM`evj%ouzR1%FDy&E?S zM48$@X%)_#Kpq9Ea@nCSj9-oN7@rDs+qDqbyL3F5|2Q*luPMm>%an-}k9olJABV>0)&Kc$Z|cu`PA$y1 z1hH0D+vBkG#~a<^&tqspmqL4vubpM{$9j|LrSuELR(Y4-36;@~Rd`yzlDcT-f{rpw zUn-DzdS#oWIPNQKs!Fal8OA*qJ8q7vS$9HT)2!)%Ck1}$> zI>$~V6pz-tg&wB1j!xf!J`Vk`Y=~<}uIZ=>zP7j$DoyXVjJ#=r$ypD#4?#7?RFyR@ z>2x(aXK~9fOFRnTHo+x(Aj(|*CR@jiPj_d~mnXSqYQLPll%u1lFNCKeHfS5Z{zMqW zd36undq49q(NgQ0eHX{>EZp8|xjPWHR<#<)Q|{+(zigu-+OqpGd20G@{|=ypT@Q<2 z;r)M;pd>;j1t1Q4e@y#aVc$?p4RlXflU4Su#MXYl*+OVPp?^Lquks=W%J~v|x3Ea= z&&zSxR zTkcjtiFlUXz}W(|0@xEm;A=d~xxzLmhy@^63nx=Jh`CsOsZy?B1KOGVU9r^4vsh$|um?P#&XHv(!ZXRv~Dn8YTl3Qn%v2lZlWZFws{=A_4-T0l4W6KRb54) zla7xJL)~kfEmMlm%yzbRBe2Iu4|1<1$Sb%Uw94hYhVCdz@)(=64o1uC1hMoiJzEGU zU?K4&>84ZcXPL0M{W^ntDFyx-?*6lAQ?O2OeTG`$0o*RbIlP#S;_9TEr}J~Y3MhXY zA|UH(pS&8TpJCZs!OUi@Z+fG7mVOFGT>$-!9*FBph=j7dG&=loo0Bm$iqd_=AmNA1 z#B0G(YYcJSUS!}p=j9x$WhG2p<4b#L97Z4FAlENIX|NvmQ6O^JB->$tgr|R?x74y* z0t|yFK@c83`Z;EIu9j(OIR9ZmsqMu0Gf3;qr&4-SAOC9v?NMgH=z+E5z4epN;NeuD z!^u51I^eVPDc;tObU?p$uXD-zUL_552AUZNp?#|=O5#1A8qjq}udwnzA_0`C_M~3A zOh}0Y5FYh_Obr1)vvQW+_@sV^kB>tS@-xJS#s_#UmZ@9~Z@b3eDeb#gHu<)jkAFOG zpL9gUI7TgJtxiuD7~BoF*IFD>Abdg9{cJ3vbh5G-;HEQ3g~}eSqqm7FXGHb9)Zn3J zLFxXDf9c`Yx}yqv(B67wymJ4*`-~_2`f>m)r=(mx$3*^rhPB*c9-Y`x-O~oU{weP4 zC~Ok#h!NDgwid`tMbFU=gn!o_NcjXxG98+f9UK3V`kcCO`OlF)LwJ?0Y&j{(vycz0 ze4=9D`qFQE>fQ9h8Bo-C%{(I{kUs!rs-KT$Uv~;>n$@hsz8qidhXGMJ#mwfldJH`s z>ycN7;d{RNm4b||Uf#sa5y8iDdaVTfIX-@Q-G(|}$F4hD0+C4*jO#gfPlAaVxclkp z!(#c#FwK&kbl}@?t0VvcKHoF}k~)=Bq@&zQcnY9-_Q|>!Oj$3obM`U30e=TYWL@>93W~jN_(C>e``k1#WX^iR-Pc=18^gfe9WV3q z)oha=Z@@fTMPFzXEMO%Q*O=#I) z`1LJ`q~K}K?XM#vSCB_D%L{WIQN0q94?y{a+61<6xwoCbX8?8`cfc4aV<@V>)y=}$ zL;vJ)qZ-7DtCW(W-7H<=dsI%h&y5}THsLknrT7L~if~15U1P}<4vovF%VDQfZA67O z^pc+amB*}C{F0|zHec%p-$W8KmnSjB$jU6Q#gECINTr}Hs<17p`mN4OZsdh|S$v00 zJk4CYUN__xGz~$aOd$%Q3In6MnY%1M%LYaC0TckiQ?0l{YA(SAxC zDxn-_TMTF6V!`v5#t}qC$tO1VF2d*9Nt;hLJbKuFZczeIMbe#{tL#&o)BBothUmcll2znRK0I|Sg(+ttzutV9bSWD6++;x_-r_V^}P zse}wj$CDu8s;52l%^PkWT`smq78yvRVsE)&gsR}n^01RN|B0rb_xQr{bt)`V%<`Gb zTK_%|KIr1Eg&P&k=WFB{Je*(3@aVSuxpR#}Ie0Quk5%{FF#$6KAH{vlv$uhjN!Byr zBx~pNn~AXWXt}!oGe|5v_;z8RoJWmCJ^0`D&;3?Er`vt|J>||}ea6U0hS04jS>NAp zPvV?SzAY)>4(UVB_QSYwM?d#nn+nTJFH?}FrlsX3Bevu4{-rw785XGMlcRlnaY2Ty6&!Hp$$_2j+{_C^-Amw7icLvLLC{bD2|UYG{|d3{lHKM!H8;Xk ztH}g_+I}VqQXtT5I0DdnuZ2U+OvtZMZgqe#vrIZFX%5!t1{^ET*y`bsAO2kH3+z>j zL>_UpkC(iViC@oL>2aUzJCnesii&W+9@cSf+@J_P6ciB=A?bCj*95`=pvb(5iezB$ zyCBpUVOxn5C~IH~GQ}QjYzg`;He%Ln%oL=+OE_PtvI$^OzU5mw2^WZc$l26kXGc!e zryM(=!2FQ4(B;~9i>ENyRjmXLwN%9Qr-JH~iY6d015PZgm7kpA17QVX%)-J=dTwP< zzfyATTr+=`Ql)y~T0_ji##Ea@?_W_XDiU;A--N{qfS_G zFr&U^g|CP&kPf0E;P#!w0Ul~%_umg%$rA7en{r^+oU3B5o)Smu2xe^$tn-^j!mU-M zQ8GqmhfFCbf(dBl!j#_=M6+{@Z8ckLVhBfYx>}=)@tWjnZ`-8gFH*9CAH7`R3G)L~ z23((vhd7`Nk#?iFI~JE94yj)cTOpcPG#u`MXA0lmG1hz>VuIDxrcUwbyP=i1`rCN0)mHNTiK`eOwZK7Kg##5Kwy zW1q5*(y-T|e{i2jBCk8Re%q~1yfA{~ZQ?!Hu_XczxDY8${*%cQ)jeFz77$@`>rVOv61q?R21hAPAK>25|WHX&UYwYJ$a) z-k)V6dl6Z1D4mgK*RsXdm&SV+8jv6LwQXv6gjFaiFBS}#1v?c3ix^Wuk9EAc-l~yF zI?&tVHM=Oazow}=lA75%sk6K#9n14BRUfxyiB{h$xQLNdC?P3q^|Vb{3LKWVZG2pU zxSrB8#%;Hw&56gkyrbj1$kXPY8I@JwU?$AN{W+)1tiy1}utVD<@CB(9RKi67R@|lX z=J3-gxn}AQrrMH#myH9YA9;GyxQ8yT??=o>)I$332#4ld|J(1u-iY`g`8{<_lr)y? zn>I$ZZ)p4!yxPheYgfbe(S|tEywQvlYnp25AOZ5*`p022Ww$n!j+F)_8V*JJ&^nu< zGpvyc{|w%=SXMC0qGx{>WSDyFielci<9Haaa@Ws@8FuK~*PCT4z@6r`-`M2PFmWv# zZCH=Rd_Io*>zY>)Pn`NX`_6%MT<-1io3m{9rfJ%l=CYb0tAM7(t1q0zgHW1`G9v~ysvQYcl@x6$o<5lrQ=jTJby;aBJEru#D zu$tcbfo7XY(Uuq}#DRfKcwGH5DxSAzgSBC7!9gz1<)!yx?&D3z(Sv#EG>F3x)0QH- zymcJErYGoQ&bZjO%sk4ni$6N7ZQAtd9>WLbmN63zcgcS>cDtE2m^faoX0T^*j~$g` zp!I#n?F$=sO|MXT z%SvjGor9bDDmw+EMYvxs-aE$b59Uhy+E}2j1-AU`m87uJ>VsAP{tZBM+LLiwX--aL zcz>{IZn9Tz(wEHOftK%uSE&V{WI|jvnhlg{p0T{YI@dbItA{uh43JEBFMTSK3jMLMu34oaU*$wR)8yTUcFiG?5w0fxWq_%Xs@G z1zBh6OU>+ry76f)i~JuIPlwK?v<0AHBo`VQ5?8xy)r<)W>T_ z7U5p^Ca^_0xz5WQWR-y6-eQ9pN;bJbpJWGv!FuoVnH*Y)f#6lt;Y?$p^1#IbZm8XfKcg0tSJ^4R}4R$V`HG|A4^Y;c|8&Fk`0l(kH}GkQ=c#XT1CG z)Gs50-a;Lcud~2u&k??~Fs1fp@@tZ{8W zP+QMsc}Ha;E4xzwQtssxvCmNqKzIOw$U**!Bp_#?dfYfcsCwLgE`kc^`!aU+_8sGX zEYT^CG!!xFILjW+Fwf!{#VUD%9RO>dw5vi}|@U-)KDQ#HC`hb81rtDX5 z#9CP_mZMDYP5`n2MLGKKbxOxbaqatgFYd%(otXeo0tv7E7D5O$89MpX0|?{x3w}k? zb4=>>`+M$boU(q%LoI~;C+Rwu>@%nJfIu? zSnN+q9){BJl{k8S?Z|VN#DBjD7k{plne{ZZgT`8b&ttSYOSi=l_rFLufs3Nc)i-B^`Z^1Ucm z+_|>WJMtP+Mf>K>o7%3tr0yd*<2m{Evb@zL$8k-!`r~JSA)b?II~zN^lLPCzrxK>r zWx3H5HR%0H$kAB|_*0;0xk~3gK7Ie3qX+1HDOt_S0dP)5TZttfhx3RH2#h81>rV%Q zWZ^6P*>+weV!*gzlzd2v{taK0R819Vl^e~V{&qt=aBO=VJTaR-?58&TtU@=v=)Yv>>y_VsJA-N;|T>c|fO!TReerVj>l`WmPuf zD(%LP-GED)ssBsFMgI+14>Di9_why#G0`) zllGJGq>1M>xvKoy15Fo`qSbEVwmsdPO&}uJ}bQ8j63n z50iK#tuu)naOl7M;)+#IM%-%k8{BnHve1I$fQ|vq`Lc<%acZK)e!yn$q(Gjs3+I)r z{LnUrcG*v@*Qa~S3lH=^yB!y zRjo98kbd~tUppl8MDbu;e9fC5d7+=SmZemNcw}-Y3gVI9^#ACJrWJ>yZ#fp`5)%>5vUE_A)c8V&?fvQg`{A;I#u>Jx22gZ#RrDn$GF+WJb(Rd z^nzq;lVx(qQYRr6^GyEh*_*BOg?;?UtUy`Zn-x<-5sVb^_rj+1{o)aLn~z_!pz>2A z&${cVLFezsZ5KBm;+Mu|ExarOW~tq6N`4XkIa$JCX;8%3$Qf?CV0QRg<7%UJd$3_) z_acg#01GqQ_$TkjUwUSah<4^T{78f_zG8{AI~0l=wBUev1OEw zYM`UA;uR-kx-T#ML*8>ovPL@S7P$lapwuA4gm*j-okuDnq<;1!WtI?v;rn@fEKb+IMwO{y>o8REAEzgf0`UdLpy+ugIJY@T;)bxgp1wUKns?{z9gR zJ6l;lkq0xrukqo86{i=Jm14ZWS^KQ3}V zV~h10{DOXcYA*5OQjX8JN~2K;O&cQpivbQL(^ZXBJ3hkUR{GLU)Jt+U^5{&2R9-h0 z4@%m)=QO3FglnWp?_yuN>=*a-xLC>6H%jVSS))eWY?f;;?IVlj9a)nlER&6tL6uen zVe||i^$)4b2<75pE(&`|1Xfk`14o&fFg&gdeKB*|e#-*hD)rW#N>fwrp#8T?Y*ylU z7rnsQP}RIr&zmeRVh<)3hhEQnW-!pD>D52iH*wh=7l?!U()j%vb%ohA0R@XXVq}=|SZ8s_c5BIi7W>aP- z@8#?gntFy{tv3+zqfY6gx(pKSZvyg>!`pYFa1AhP5rTjdgA#_~{&8FJAX(w`Tj#nM z9&xG}(!)7YSj#%cbrexGe3{+=(~~mXlC}}?I3>y15UFNIUsY19pf>5MS;wMg&bv+# zF=LqDWw_ovLvS{KL-}rhtK!3g-xpo<0c6;KywIlSEFjS+fN>$UXka_nc+k6^7k(_5 z>Xx_FkgT4*lxJ(giC9KNxe5f~_BUSbNj(^yCr|wsKY-zVSNWvnntj7(v4^_LIXv(I z=XA_pgWD!mUi#DyHid>b_Lq%_^QsF3?S%Iw%O>9g>@$3^eWfWdB?EeQi20I))iP7> zhE{rd($k)Ae|)|4DfUB{j+>+lX!DtYHUa8&jeg#`+vWU$IP!kh=v<}nis!dq)#f|J z2o!3o7g`l5R&df%I!UqRd(YQE93t5%=~_MLElcH#rci!;H)z#^wk%k6V!R(1`@GFk zV82D}$VNl);`JQ7Sn4~Np8L2k75S`$d#M%~w}jjaztHQs_*fk)?aw^b=UZGpZUR>U zBGIDtb7a8X?9wBmpT>UdE$BbqZn`8|PqG0I`poMW))X+;V&MXS)Jzbe#oXGO)4Mu} zuQFkR4b9unZPpAbJ z@dY0ZkQ<$H%#H`rl%?FrW!=$L#EV^EK6?TwPjN+CzslP)EDg2=mKab?=t+#JIIJnW zTM!o_dD`<5m1EE0#-PKfC|$0xQOX36PUoT+=;gvqV0B~PE%GMT=CQa_X?hM>J8XNs zDiC94U=!Ablkc2?ItEU>-*y&KlHtB(LD}y!1x@SNAEc!upd$YUgJ=u5MxeBSJkb=* z^mNl^<0Y^$Z#4%;*FD6HlW&0NQaz#d=p4gZ7B&NLu#~jHMgk;p#dT~QW(l><^-q8; zNLKiRAougAe7!;gk*PQ?tobTBn?2=0DoU? zRD-NApz(SyUE==D1hX89s-{$$KD0kOJvr!aJAT9=?@J9yO^m#kp$lL(HbN*Rkv0Iy zdeyxSt4^w&y2z`E^jkHG1t=S%v_CiK5h}?Qyrt%kbc|wvXC}cjxsE1#7L*794Cg@o zpp`Y=q5W~K=rs~J;b%O^^w;=*dt^h_UW)aQ&Hyvc7{TiQ>z$V8ENo)_gb>yS`>BK( zxSy#Qa0Q6$o-y_ytKq+9iHkkYQh;F}U9od^USV!YXAaum{F;F~c4!7MBQ4MdG|CL{ z*mrr`Bb8X$gi1ex4G0#j*?B<>QKrH+q1_MOQ`nxYntAnb`q>2pOv#Is5`?ry_CwCq zUM~*NjAF_E<7BE&Ab+c!oZ<^kJ?5O#Lt ze}u)klQT}hQ$YM3334}h%;`F2>qC!XHzhg5RN04`rNIh51wGh`QHcW~VxB9}^MdG7 zkblN+HW9kHPlmbYac3vE%Np<8h`z1-7qByxPkXjx!iX~Ur+?Rg&4l%Xvrnu9~dp_o_TG~`C#m4qpT2cB3v?zV+lJaE8n+Cv2 ztbB(x_KDsQ&NgJg^+SkpJO;*9rA zoKTe@^a8vD>{-NfEl*w$M*@UU@p!9CUCf_K%>Xe004e^<<0)uiuPrWI@E7OU%7m*?5Z0Y3$ZAstcUY`cLWpEzV5f&d|qH_9hKRKt&1_Mv&I z4a$_AEyM zSA4;g%c(&u0s@_-N3{WO@-O;I9EiKEHEE4CtSQS1%!i$FvA{go46dh0L`f%yrG(5c zgIt+7i#fzIdYY(7CI67MXLetgF}1)!yMU0G9g(90_CpYZY~+n-Us9ia)&x64`Z?TW zw9|O-GV|iq)G+cq&N)dsI+ZLye0XmS2#1aOn~v2Sg>1{$t-Hr06@bvk<~^&{j^Ku& zsw3A^r9K2)ff4SmW|zu2Ecol5Z!P}dM_Lwt#JB^yDtsjTn~#YFxCRW2B-WB&?@Io_ zr5M^yfkLk>dH7Okolp;yw|KxQ}&sv zd`boQx&u}Nuq>POt^g$O{P4f)Wr$WxK&$< zc^yf4ifjMD;+DMsGePt;W#5h3Z&+Yc+~D|3r^}lDpw8%U{$63zrB~t#aU+uBEA@Xx ze)iAG_0_iWHYYk8q!q&}1%BdBty9ca3&tJH_(P==7Vc?384CBrwhPP<5PPx#j54}@ zYaLb9LwsMG8}{r?1;)QR^uB9Ue8@HW@XWXWTW!v65r2MSU)`mCzsCBLsH5ZJ>Q_N@ z#JX|mdutW+dS)30-ULh9iD%mypZ0p~`yVF~pPzytUF|#BgczjE zYD|Ue%=47&l-y)FteQ(+|4C@r?*QmC#FVnMuJJR7!@ea|v_i3=%4W;4_WK%6ooa{y zrAA?ty!az={h2zXbkS$_q<;jVb&kH!yLT*m|9r;cYd2vhj^MK*<*7yZ8mSV-5Rz%XX6>FnUi1(&a8@t`tG9Nzpr|&DfI8yNzN=v|t1Sb_b|*q!YBW1}{Kpz-DUKwB}81~DYZsG)xBb}ZcP0|~P`u++Cw@R^^Ad?TcSu9CiJ0w1{&@I>_9BvCPF@^U;EXR1(C#Z+7$$bZ+WlSXs$uvJ5x z!#ka3^jO7Vz4W)W2S}lLISJ9Za`_Yc#Hh&XGGxJCh|k}OWrU$c!a+*@1(q0I-NB+N zjt1XRfhHO1$lO~>;c~BHy8V-F$h%dWs4fhX3OtEuv7B2$~9Ks2@vi3(Qtf!9bwYCCx#%N16<}dE`)FB+*nivS0Djd67vgi=}y-x6r@8+`&R2eTi8Lj6poNL>_pP5#jfQw4so;x8~b_J=UXCPz8!k* zSsv{ZfE6Z9U2vnEEr5**Gy?zE=K`<>oJ*D8^?ucdm`i@uYyQ}o}Cw`@GqG2Gg z0sO)gJq+;ny-p98EqMnO$;QyP)EL1ZakT>^0u)N1>XhP*$3V)U^IWQJ3EBtV;2cR5 z7yJ~hnqDBgKjTvg;6jE95BIywTh-G2n9X`TebdZGoztXny(!S0_YB~T5{1$;?Lt&C z2m^gR55Df+U)v_QIHM}7sv@x-ZJg)njs3$=u7Sjx{SxP$m$lA!(~hAwLu=4XM>0=PoZCt9;JYGL*hZIUDTfsbahaZNNBpu~Srrl2Dn$YlAubMp1q ztvpEq=yY4eI1ceXT$CiaZsUKWtbXC*mr95`n}%VLq73_L<#NEe)y=6xY+e~Ka@VL0 zU9+KD=OY;<-QThu1&*qko=WzDZ36VyGa00aW-WP-y;-TwGh2%Fn&py7`IF zjS0qo4P^NGq+y_v+&R2jEkC`O4MbOfD?w@nSl}0VvM+LdJ?~YN0ezPKJqkbV$*JH4 z0Pz0aKl*A(@_{}OG-yzhN#>D|fIhp2h(%@SVF(Dncx}{7EO4J~b6?iD3^IyfG7MJ^ z^|yu`Z4LRg{u{N=snG-)_PKh@Q3kQw-<)eC52mHC`!bkB6E}!BRT@avQ*G86K^y9wBR% zUI3$6I4Wxo1a4RD2-xQEmu=9TIY8fD zaVO<+^bHVth`}AT;JQG{;tAhti0PN3<;(dxZ_P`_wqnhi$=Z(l+h}nZTn0k($dcht z3gC|LjcKS`AqANndMwKIN@=jXpp+-TrNZ}mfuVa_z>fTvN7}+!=Q_v)0FVBBb%Km{ zMTNN3v<*o9fX_5I=WOeaz&Hud0ciic+uemRs=c|n-`P#{hQI<4o72*~&QA70)B6j1 zr?kz-D+t07F!sNko*dl;9K%(b^g}R62!lCtZL`w!7p9gu}5smSf@x>0DVooyR>SU82$ew62imMSt+Id3k?McHCf<(mtt#)X$##Hn{ zE5au6V=w$5vwN?3Du5=9vuNDmc`E1gR8&aNefvE-t8znZ1<)JQ30C8l~5@=SMkYie2DxmjSdOh&SU{gpS37B)|Da7YBuFLJg zX|riihadG|({yno_9H5)625NugZAZUWP~at5JX4poouQdv^w6k*2r3BTp+L0D+C#J zuf8iNi1$dc1X>236KEA1q6$y(E%H8lD@2e`r#@K8dpGf0b6|c_ajquIAOVj ze?~dgtc#H?p7D=amhxKi z>}Go^A$aZ{hm#hgu_2zQxQ|R=Qo8ZWTwG0UO70;lHl3n{26=i52Un7Xp_++(@CNdDi;gAKzMg-^(92>fmtA73Yy>&0jH3&j<~#OF2=7R0b)j zkwbM`4|Eu!g6n_b%!%6hT`QR_zSm;Ecwy_&fX&qQ=Hf)(d}{BBog7E`-A(UJG0vzj z)(|SUr&`6leEq;lqGmCb+|ldTq+RPnyQ00#wBIP5gW^M=^C5UcHN96@5650Ru4sRR z)$H_DosN!&a8yG=fSrT;lOL}+#kMr!hF4WSPE-ku-Jr~9YhfBz>}L6O!EYemLy&b% za_rbgzlTI;v(*egzVjZWR6}jE4*~jDH#tjt&>q-uJsbhzXgwmz*c|VO33@|WYG7q#1vpN?a;UM1Ctxq>BdZ?&Ik=+YWHgRHXOhM+MHr>CSG(I9cb;!tsAM2db=+WkVElKy zP-(ueN=M_+U_XD2A5RGfrs6f1fWz=sx6H%hRGtTYapi`L@owC+ZaeUPOSoBxH`~5H z9j~bndX>U7bnmKu{Fs1AU-Pgg)pC$SviBm!BDpLH$!?b&>PLAxq3SyFBPdWa2j7{D z*bMQ6HpeR@G_*ZNs`w)7mowqZ!_sBu8v;dcVbSer!y5u7ZA^qvk0Uj2vaxm|=pk4N z#`EbM7JJ6x+QX+T*e*}E~?pF^v8rR zn~~2VU)TvedDOLJ&H|u=A{t+{D1{$*xR}J?2&4VNvIbiR@-94Av9E`8^B;=B9_uIS zZft2lhM=y&|83-^cl@2M*Y_y2tIrob^l?MAqm;YM{P*o2rRglzmcB)z=HBm=Mp)B2 znraYsecpVl%BV(!xkNoQUpe=^k&&-2G1L*Swy88iAlmSOvAy+ANA{?Eq0%@w5Yq9p zy=Ih&_|MUr9#>q9EXInTnn?audrEwTPW;_tr>dCpSZ29kfC9%xx#7dOUQPOE4e?Tf z$@*6G&oyKyqZ7oSLxOpBj#ggO-O|m>c;o)S?+++_pW;DVkGZg1KWL(Hf4{`OAnr;K zix70QOiazBGuvz`^XVn9zu*|wt6GFnA`DHPaZ%l2%{U=%qlCMg@@%lU4vLtRsW={) zX&n~+cT}*)8nu5Q2wJE|`^%lyidRCta(2KDnlA^2oxisF^o@6;ql4sficnncV&pSd zixiwqv-iqEFbGNeD>7OC{55~Yyzz%>Jwn%m!rbHoQ=0X&p;j~X8rMYDJLNsc=BXj( zdK?KmpM1+Cvh!Rj^2(8=%|AxFjjpbCv%2iO2@p8RM@+7ju0Zd^tmFgx#hCBZwy9C% zPl`6cV2J~k*0HMM8kf>wi7P^Sr;4-Yt3i=Fk8UGmW;hBT?2dy*hv;UE#tU-;_d?DAFI1_+9oH)Qy2c87#_4yKEGyE&pSWK z>;hM6)tDn)@(y*vF#9X$!f^R|GvVj_BeECK|LGw{GFa%1C*~5Yt#&*1I!z?0jxGd3X)V z8qoZ~`8tq$HlOkUc33afa;)e_Us3y?ySA5sEd&-3nlXgl!o$D$?5Me8XV}!V!PhZk zV^>_D>|UG8{$F#;5&Ls^pB=QZGJ@pMNZ(@^qlct{GynQqkwnTGs%1Wb7!oYpxcKnt z!n-h#)B#vghF*WqUbgpbpTC8;jq)EfX+HJF#9+mw=KTx4Q}|5MSLC3% z2TnvdzNxCY6>FX=KZERwYYDNDz(SKj5V$i?*8o+So^B>=obELdFw{oNn0a zZQI;*-Ee(C9SRPAiiwR#&nXJ9aj$ZXgNp%p>Q@PdSew27HcJEeWWEF(cLe;@f1SUp z>aq6g<>Y?EWD6uIOU5MM!_>rE{-g-N7o*>{2KFGfSW6x0kNF>+_~#YdhX_8znv#}F zniptdDNh76`4-uSW&xs;lwSNJbdCJ7)-0Ddq@m#lXCO>*r_5ufXlWoh@0dQVItxu4;u`?25R;J}NL z;AgEH8zQy$+nyi}G@S71LyR8Mx{S~P1eZKC2U!3an_CKCIC8RBoU9 z8a@|LeXwr_u2(`%xWG-3bVho5((v}nM?QlE%YI~Z)g#ZSatN$SyWUHzsEQRypjvj< zC!^eYMLQ4$$~t|;IP%r{^A+o9!jgaWD7yQwDRt0(uq2Fb0XWn^54gr#&5pF%7#C7U z#tJ>tY^Q($z9WjM+Pi%u)}`uky(|rs_*@Tw(=uZ4W08FA^Km@5y~8mV8@wiG)p353 z*EB(df*>gAqPp$=IRl}m{A6v_CPp)A_@B?>X#HC;+(cp;MGu`@T9`?D9GL~P0$u!{ zGE7ez%=1#MgC+Sn_E?1C$?eMea+ z{}B(&hrwl4emOKPst`${jWATQFk zZ=*q+Y{qsG*x>FLhe_lf&Ri4LkG{!{j5pPeFe{;g0MdtY&4YHb84MA~w_`kRkLhd# zY2%is7e(s47rm@#RO2KpBz-5lKLdFKwN4*<`yls#)k;gw<8Ad4b%~NxuM`sXiS3+J z-EcgC-Wb5GaF1EW*FJ|(iIutV=yGY_TS0K`7uZ!M$NA8A=r$qM)gTU<8@Ox#Lnt%| zNDGiX^y47Bwfruhr%E8xJ*Kr()7pa)^#g4f!W~%8h?aK|)9Lj#C+H(DesM%|Hep}; z@j5ceMditrN})&v%EUKD2p9UVobfOB@DC3AxCFEs?{f&$eQF+WPemTkT0SCNqy5Sm z%&kHWas!`Ij1yBqCCy#>?2Zs`+1$1wHIL6a>S0C-8B2_jk;BWVWq0S@Cqpo#sN0G} zo7hR(C>V9*|2(~Qo`D{rQYcon&R=60?frWQsc#ae320R@#thZ_r&2!FOe|kDCeEC8y0*Jl#>UqsQu;hwQa_U2 zzriZ2`14L#$R#3TYJ0Ye(UhMasH3Uys$N7Zp1x4L!i5gJ>F+gjGx~mfo8hGp4Lq;% zqWgi*9$xw~pE-bU?p_w=mvdM&dQd3fg37cAw?doAT9 z6!WLvsP-3JpWbQc-5Ox*m$fuJneCrhXZ@8uW&Sq1T*ECW3tn4$GrTMSfioHW~9-|yIa7aYK1YwlbN7% z^T}c9jc)4)BlV^MgQDlR1Eihw4-crWmz7^!==1W^mr%^B%2(;H=$JShVKP6}t76r- zb3aKudxZ@1lwq}&sV&QTlypb#Md4Z(A1b^lheO!X zeH6}h>29km8B9#)!ROvkeX)_wYi6%6gV7b4coqfL9`d-WA%z|9` z8}nrMQhV_p_aq7d3Qem_6MJp15=u_?JjCA)`)^6Q|0ZFZeEGw0XX8hG)T}Q_3^>+Z ze!iIZIyAeR^Ck3rC&JxJ?^c@P=o3Nr86BPUrV`b~SvTWHC=xIBp$}q`^iTPgRWbJM z*@eF1xCyC|z z;{2Nk&g!vM%(jRK&IjLQ0SBGg%;OJs(zT{v?;U)^?=6eZRv4$0EfVKbdpYZ=qnL-# z3C>|dRt=2o4JwU9W+M74zVaus^=T2ky7>};Q#4{f$2<5<7k4)E6JH40)~a&p%92v1 zO4`^%DL?kMftyP$%!ie+D)$uv3EP|dwa;C`A`noGyj5RTzNSDh5hl5F{eu$HxB1E9 zFc0UIpBiU=$7W~&&$$1+VA-4gEh%~ND)$?jusce5&q8Nsk#9xa{P*OA1bV+Qg;G_}F z`Gh+^SmWEO$8;SJOl%a=U!_Rf(&X!3K!DDu;pxRb$)iH@8@xs}8FZh^Hj7G1EbQzq z$bPsiTR+Z|r7dtVv)EJm+?%bft(v)HJ9n4_g^Y#=$(%0=2nZymrUHQv!!A6Q5sC#d zT^^S^?(D9OheNgLV+#xXK$4&0Y7tqwt;`9TlcXkXeD{lV`)9{(j2@kvgTZeYnLoS? z4}JtC=QD4=!)+T-dJKwk#N4F4Btp$!K%9Xbka!3sXND!8!Sm(1#Psxz#r|9{luRGx z<71fLaY^97nEekSg;Vj`f|pcg_GL329UZU--)^>A=k~)PaX)p9pyb>acb>ulgfMkv z%VAYMQmE4BLXXt|Q&Li%9xmqYNX+-8cfhE-nP3+}`4sFdC^|K%cKs-R5oxU42EBjs zp3eEcv1nV4AI~pPfdYUU$?7K5eU;IGJ9T`p^>i-DdizXgaYM4|HZ~o+w3N?dn&h~7 zl$1onuBQ@-7m5uokg(V;rNT2;Nm9+M5WfK4`RHhkL4*7y)^ ze^ypj?qM0k95P0fqRgVf1ZpUEQ=2I^83cLO;^4wvaq|IW8S zTA3a3yU)I+-vAWi48qO~-Q+%@kdTmjW=H6UZkofUsIB=v3okGIVSUId&gXq^FUw|h zb937dmfFWZ{=s{4$=5VuXckon|8AQ15{JE`<5I6}=J#(bPYUP7?FVSomGbb;6QYp} zFFfia>erj-uy}Kum|@mw$RZ62wI==crm=-u?kzS;);b69-Z#1h`li0Uy9bvNv=%EJ z_LU(bgZ++n&8@5mQ&knZ;_5WxZ{hs&f3?v~1j5O-Yt(TZ@6!KJczXSGZM_r#6!9A} zMf4(D2BH8eTR%O&U=Rtsfs+9!a9G9$TORg1FE{N+deWg*2qhkz{vA$dyG}DeKpEUB zJmZJ3%Vjn3An}sIZ%n zgGUM{Ki-@0aC6Hj-%Ymf^+!)1Nn)@4zJSxM{px@tVTsE>S3MrA26UUCcFYbVa zko{D+;?vTaEVq?j*biSgHH~BZmLi;Umo!rAm>lRCtY@>|!Wrym9^73*lA8`7b z%uL^c07pwp>*vp(EwmL(L;v*x9iP4-!l{T3M_vx-v*gZKr+#;Kc1 zhSbYXf4;kI2d-$|t}kZM4-#*kpnTI$z+ zIS7-wfu{rKlCzNe4H)d{wyMabbIgvza~<-R>1BEMIZH&PlSW>!wZ%QiQ> zrOAHdjFf%xU-U`~gHwJ9@h4Ct?u>PN9xjQa_%d-keWGVOo_{(ovMNQ^f1F6{q&j;|HUjSsr5T@k_Hi5EhgjOHnZ0KsA7YeD@`!?vbBzhX zNfRQS2{OuqF7IZt+a79F-j9d~K{wWyBnA;G7)Ypbv*lyNQUyxRX=k>FmZ+F?=Th1# z;bqXW3cb&4M-8sv276BSdAz{miDNMjX3b81MWh|v+48>7_wx!@DG!gr9^n_%ptb|t zOvQ$K;tR=Q81XqHNp2}s#m%y|Fh}!hy5_tLdK4GwdOsZbxKWrk;y7FE73E0pD+Q~K)uma7)u)pb_qZ4lekC(Z*oFU;;5mlis%~146p>a`;$E{56 z_|`h%{)@8QqIvIiwH~_T^jSp)+8ez(qF#X*raDs<_H^Zp9C+U*Vehv?MeAr%S`p9;!W&2*mWZBWv zq9ll>H-Ao;HBU|HA|-kgPC4TJbnCEz{HlysGQ)5G-Clm@mW+Irkm0|zIcoHl@;aCa zs-jvt1DZ$4Cdv7;y=l1~Aq->*iV|BMWT-~9JyWfwj&;9~y@_A4aSV==scFMzMQc(M+!Zl71cOgM~nr;_AP zbXLEPKjtAtOI7d8c>Zb)9HuDG3`&YmvhpuLECo~A3R9XmEh*7hrF9f3Xzr$wclXIF zosMW)83smX`pyaHOXdtmy)V;B$E2ALmFNqZ`PN${+9Z0>b*xcZC8;!K`9-kwm{0eL z{nD4iER8#;WOe(>zG1u~bH>zR>$H39hqTekk+l@tOl-P-Mt|dem7L8)iS`|PZ|U7s zoAQ$%540+^sQfNOf303JS<*f=S@YH+^d#Xd`<`E>L3rF#aWKyO*Z(@k?>^(uJ%6gI zapmOv)Ci+Tt4}%*bYVtW-J=1RW_Hy?0u^J+CXQGrjrv-=P_Fd;S6K;OmNr==jpBD2 zmja=#T{DFCkOF-{KUXZPm}oNU6QMP=N^W0hLbl39f!+mkHm_y9*k zQJ$=BJWDqwyZ-BuB#4iW)dkgrmM7a6NJE2Uh|{|^$uxy9=|ShD3hIVkcqBH2Ufnnu zDfQNsPu_JD;0PhXWH-1MbZAV8kiTdDu~;SiN1_ONDtRoj5@;cLzib;B8wHwR3IP5IJEi=vTBHFsA1`P9((XR4P_H=M3k;O6Me zovFawOi6HPL^jdob{+!;FGa1ZDlwet4}47-I=}cP&lWw~%xGrQ+0%?NdX)O*@lvjS zR6W@t<&xxb5I;}sd}*oQ3k#IV>!cx8nIv_!?z02Gi)j6c1XiV?@5zF69aDrjC3G|cdwlVPIqkHFwi;;|B&D*{>N3k^ogSv=*hkdo|$>WZgRH;)5TY81c z6SS0AVquEXr)~;VHq$oIfJQ%sD(9^6aREX9yB{w}UFoZlg5O?JUN378Cy!^jm$TKR z8Ek!$Or|t3ec_#aZ(w0?baT8{ZZTg}ce+>K2WNT(;X=*)H(vgdg)>DM7@9R+GZSyS z?6^OnXP~>8Hotf;Do};(Fs{c%+boWW^sS}mV)HQy>1HPP{E9cJWGw|mb4c^-bojm@8Oj_!#B^;jcpL`WPhFoB ziX<7OTV;PW@N!FMx9&3QOIoA%Yq>T~VKrPOIT0EqPignFTy;DNLew*>-Ra$np^XTO zws1p`zKR?u>6n~6$LM~+FEGF5&I^TU@l+lKk_=9WAV^ZUxldiX7BTgO)7YF@dqK{6OY_aD+W<_D5eY zbrN3rj|_>E?`T_TU~`bwEw9XL((u8We5981LG0dlQ;=B|szpzHRUn-}-%;~)1a1q6JfHXmQafGt<3)7KAIlOO`K(qVIwLJAwc|W0`%52M;RJwt4ix66 zX$Fhxb1Wg9qhcK{SR?DW|HJ&W^ZL5U1q8)sYaaCgy20$Z|CvoP2wO2Q`cAK%XfP~- zLkv$-87l-~D~!SRSP|?&e^)}ne*LHY!eZ7FBbfH>?Ch|g*s_(~hRTe9LU0Hrpw6dD zdAWa~4Cxi;5ZnVD=wG~MC9((xCowDS5bKG@mva=2=f3{K8-fL5`#wK>{O7mes^DD8n8hpTn z;9g2hNx7Gtf3dlYCTM2|bqtF>$gnkJpo+j>enj+D>3w|O>li>x*pxpu5|tk;)z>9I z*R|9PIel!R2pi^aB#_6P+AU_IMSv%mo11eFgKAO<&AUs7^>Ebhg98`diLYtTj}Y^x zFN@|}jH#ee%-mdt2-Rbybrj1Fw`9lK*=xT*(fe8Llupk6L;Kt)a(BS78XUMAe`3{^ zdR?eP>m)IoqId5;hc^oODWksorR5jU2_=KJP^3GJg^5tsly-d~!2}{Ipd30+Nk^@( zP`%BydDX$_Lkg~8iqoU!GdiUhsNyiQwN+j=xd;Ttzn(O(eqI?i4QPxHs2^_!dhFD- z2k1yR3879a*P6kw=o&CLaOrO)*a3F1h>{4!))!;rOzy^N4<9b><-CIJO5ogVtDih^ z`~`Wh(No*IcQZAB@FJZ5RqM9jFLk1YtzD3dvCM4J*`&XAodCYyhEMaJ54M2-%N2~h zQ36~9G!BT^XM1O-On_l{&4CGuoXHrpjri4EQ+%Os3&6p13ebnK#tXO;0iUB$ke59X zixYeRX~BiesNWE1lL8cZj`{Yzi|E{Wul?^#CmP2aOlNl>l81L)`_~;M6a{-dJI_}g zykLBU9PJLaO>96*Ee=7@wQvXj38ACC`=*TQ=~-8H=NpoD-fN)z>gnkPQjUbH&P}SM z^uo1@W~Zw?-aC0#VV;zd(l*iPhF|;!f$M+0Qe81HGe}~3sDnO_LMF5Hhj3y zjGSRovK$)T%Eot?8Vn~kKvyj8lFBrRELaPDo;j|WA4$EO((0sd{P`p8OY?<&rvTX7bSaI_s^W7s-r>S6<5RP|(zRoyX_UGec@gLf#jK%dI+T33_f(5hy zl0Qd}+@cE3V!OXCb{$Tau^y9S-e+|#YrjMR2IB`-MRBHHl%0Y*4!F;N@_2QFKt^43 z3>OFP=$guqm!xnhv|^!VkBd`N9`t8|TLK)Gx?XCut_%&9Hp8B2XUMw=xia(gS+jytCBO^Re|@tmNsugmv+DSFj6|%%8n*mJM%UvZ9aV(Qn1wg z-Nt4>hlZA~*Nl~)@yphPakh{p(lT7-7<=Wn>HSZicgi2k=si?Q?wfWJNMyJfnQ0>a z>OHaMZc~lnoY|qqEh>(3RH^;(LZV)~Mq3?@wgD+Q5e%TIIWv~L$ZM_Z;3MUUT|Xjj zTgmR#_>>V`*S2{lJu?*5;hq?u*Al-E<`-%6$X8Lt+^Sew}Yb zVdfuZS+ZgL93{Ha>JAS@pt5G|D-GgUj%@NLa7ms?4~sf9D;15xE zAQp=*P9Y=waW?;siM8^qU+`<~s^y^2UC!BKqbKbJ+Q=p1zJ_1*IS7JF$#xV1Hr*YEtY}y0s(+^I8 z2D%0}6XwMS&5f3_H3;(e?IL-d9=E!at0d~ z{1+lV_L?yJ|H8u09t8h`D)qSHjbE%1{|960an)0fT`c|YS02|-s+np?qWQ%vN!06A zN$X}l^EoRJyjdq98X7m{WmA)@AP-&nrosyL>;_6p0q*~r!W{hncy24m`qsDdA;RhvKjTMN#f{84fX!iFz30z&Qe10 zOXr!`AJQ^I%xuiCHFN(*f3JAW)zVhuQo^DDE$cv)+*g};Mx1J&Qq4EhQ()&DGVce~ zR#IWJ%q%}C7fV1&dKCVWK@(S`mVeE#Y74kA@ad3Rl@I4s)w9liy)5ds-eNpuyn+dA z&Jzgk{9KXXEAeRLd+DE@BqVq2dG)joUw?)3{pigfTORpKp~G{2Z6cc(@jGOPSQPMT z`?_g*A60&l)u(sC1Z5exox1@H3H&7Qs-7!fLIsXwU}SRjtQI~Wcl)koEK&;D>4C z7n2UY(lyh(jv(QPyO%W+&p$SkRF+-%QxE6ML9^z*?-0e_d0yAR923#V(RupL-S2a{ zPZ~VXib)Qu?W+&l_zK1C?bskLg}%L0s1o*Eee7*c9?1_-0N16Bsfi$QSQb2(cvj}C zc`99HU9lK|S+mHnTq2uovqraWrku8;-7e1E{e0|08A1u8%b`jrXRXnBU!LWZ1Nuka zXtL#~!>{YNp7W8y^BxrzTc#9qDzol!BO8$!k{hR0Wgi|Mt$BlVFt0y{y!`D+=NLh{ zR$Ll-B#ASpPcRsx@pwt6>8%c5NjGnGhD!gE>Sw;vU)?G5UNGPs9`SqOHO>mm3iH&T zE89(O0;1IIsr-3VaY@#It&H-g1SHf}DSDZ`=xxX@Y~5E#Wqmn8(YRz3+R(tE)}fJF z?h>8AfHcqvs0iqA!75vPZRG@*H32_D)aR{%R!5zzyd^%Zv_M3_vj{VN?|}!Guk)<# zUok%uWc?tI7Iiq1FK%)k1j|D!KJILix=qB#SU%nrU;coZvas7h{1&O- ziL~ET3-lAA2XWWU>;J7U3|lX_Y+8U&Y)C-$^mR{W-p6p6A;*&Dk^?nT^7^DWl5p4q%8?U9(dh!4@s{&7bP_Z(*s?nOG-gaR^8 zWhSo$_02d^KMwURMo;dvHY;J3R#n;>G z;7>$XLnL|K%0$=mK3wlDj{8D&wn7;61*CtiViL-=yYHtn7@JaswtgQqNd|^3Zqc}} z!ECL`X|2Y_)NuzehLWAOv-S%<28{hBND9kPZqu9G_nDrQ1G~?CjR6*gzAdmpW@(4v zMqDDN=A+Cl)@YaWAhc}dTt})~Ey-ULN5$>_5gDV<+snU71%Rx z#@gay_N35Gaa=Ur{kws#XVGDsQ`gOH3?x`u>a3dd=1DC(aJOW|)Gnbg9_1t5*n4iW zvAO-U7iass5{}!GrRwP+3#l|0o=JP&$0)|!@3>bnmcLvAzQ9VO4|W6TtTcV3H2s%k z55_o8>XK<1|5RNR>a?%;@EV2<2_VZyJ+oF_fwYg1zo&LpPJ;l}5SEq2G*?77;PrHO zXN=g}A~R)EhLa;%l?FC;A!h?zehsU0M&|9K02nFYWx3Y0-1vlqlcZb>9j$;VVIqcK zA=C~|Mwr4(S+t~s4FhmP4-98z^v*jEA0Kd3vvc4y&e*NS|q z0IiwX_P(RPKO=Vegv8$4c$Rb+@O5YvP0siC_k(^hgpxi{>u(*(bs~Z}%%sEu z{%%_CGaaFUW8=>&D_k%_<9@h#(SE9cw&ylhR1k5-Ny|m>7#bSBxN+A)WAIJEpe+zm zSh)khyO6N($B!R_z&m14r0YF-c!&Vytil+DNDXp_{$f!502h$hB=7#}z{v!GtT$b1 zvj1t>cOsr0g_fHhciaV%HC@K{jj zL;een)XZ15^Z_>BlpuS?|A7ghut8B9STpaBt%@A8oe=v8@%>a9ll`zugah~wlJVPL zJHWQ3$zUC_z9;9<{Lpd;$1VM2B>hX@$*;Z$ zqdS2rBlHRp232DYzSxz7U^b4e=Wipe3gQZsbYGx^>W>mwK)c_ROm6Mm7l|8eI;^AB z7CAG8T?6SnZ0u=carwQcd{8f1>d&ZM$rr5Ycu6DlJ&b%ig-N$?-Xc&WPF`JxShcto zS0~Na`j4yGX^*tL@=F2h-YEwsA36{pQB4aUX7nPANG~kobjFKg zi)T#*j?qOwI8<13unQ=z*v&YBOCpHKWaEsrE8s<#*v=82zQ=S(3B1UT{X>0&N3Yh8 z_SZa{!#x|9jiJcqTn54@@JG1Dj2Gj-I_q`6b)SvxezkkVK>#(80vz`C_ET3&o}R<* z#+-Cac6|_lsNgXI1&zhdz3{ii87?HmwQw#omQm25Uu?-N>C?jLZ zNFxlY7w^G01#T%z?Ec%?cii)DG`T$y0jJ`yJ4$UD3aM$Us;aiw^ z4P884nfVF$=_#G8M<92yICFoa0MXzdxc$KCSa!td!lf# zO`ld*Rl5vOEI^jIoa_v@?G5smG84P|cj3K)Gaa}DfWPB>-&K#`w6VRr!y}WNANe#{ zH;TsrOj)pD7Q6b&T_Pny1Ij*C;P)2YX%b04VSn=dPgJtRK_2x*ViqUI<9z><=yaGz zBk2o}cQSYHYGlRhV~I?_?3A)tA4lDcloIy#VUurl`?p@ti%7e8d%c=oQG651I^=bwiiyus!*t5N@zjP0?PKnqiC86^zYzUi9HaU@1rxWPfJeJH*nG4HZsPf7gBws1mR3bCw z`3vOl1QkwO23iam>v)6PYRdk}qT7@CoW^7@wkR;g-ft8;_rd*W@Ej@y7uQcaIluRT zj%Yzs!82DP{-gIN5wzC_NTumJBzEMJR7vdnsHuODW4W!I9PD*Z`VAIPkQ+Sj^ccP^ zt930Vj94T7x$F;?igH3`F{JtP>?L=Ww0DTmuOy!%H) zRo8`l+(k64`ooZm-&?j8arL9k2|GyXyMgf6pt&~Dw@t5rDqiS*n0uwew$3GS`>C3S z@kXtz5$!kpMh2D%wUO_lavJVR_(Je;m>Ec~D?Zdn^0+kjrj=#+bx?PP5N8Mp<^JA> zcWYviwlJdlyUyM4H^vIv=$)5y?b;qM(e1b!*{ojqa@YR9BCcNA@c*T7 z`@ax+=Vy0W@lrf<=^EJ!1@tZYU_nLju*Z*|!BG<2_dhOGcWE%CXZ=GGZ^NU>a z(d7gFlmNFqyz6Dg+U)f%t>TG7Kb)wj-H3=d%Ez<2jk$_F*e|RZ;gVM2pZ9!QLw_b? zm_d#+5-A=_xcYOTUuMhZFkEK6R#Rn+hV|hbce9&fbKQJZ+`;nU>ZgkFKMo0E9oud8 zbU~+^%mWk?9oE|g;l63FEDb}F(hjubP7&p=Pu5WMm1D_yV+RdUv~#F$HG~V}U&4l? z9tgwv-6HT6wg;I~9NR~GJU=v_=t|AO@b&Z0-k9C5il5*{ubWp!eEx{YdO2p2oWAGA zu4(1-ssCr-CU=R)1=1HP7VlWTcD>%bD!YoiaPbgPyzqvn6wQ(8<%lB5)8k`Qd zKrx2RSQ>V^(oHEzznIW6c$lOe7lrC&8kIm*kTTAFaky>sAjh8yHlKq6vO{b+|3`ba zA64EqqnDsFjK744e>tpaP1s1au=?kl>FXFl9il9k0@MD}8kEDuhWKHMrH*2PQMKe8 z;x_fJ_xTeXV)5U%#Qmr(zDp6D!6Da?T|$||$H zS>fEWK;+;%XPac(j;=$VX9wo&^~SDg(urO%9Xqo=p{3u@^@=& zYS*>dq9c-Kj7DuHY(gmi`k5Z-XbB(9_HWk@&~WHDkE~CaXEgM9TkvUKCHOAMj@vuelbVidO+c{6kkx8 z{lV5B=Z>$v#q6;c9D24>WMBNa{O)|0qvRvymjFaKFEe+st>^M$(kCryeP7u_C^6QBL4V33j^h}_$Y314sMXpm&5a%>gY zR^lhrp$0-o*EgE*FG8~hU^o>uwPpF9t$_vSi!zj;(-8%dxiv}N!Y!Avo>J7`?#f-f zNB!rZsU%(NR*Lz%sOc!m{CDf~PKnLF(Ss$cQww)z+aj6Oi+ROlVptK<`21(%yivsk zh`Xd1_9%ZDRwQ(fWN9-X$r0#tA%SHQ6KxkClj~_`({zj!N_E}LCh_jVbgnP&)K$5a z`y%&n^%YuCgI}itIk!XzDfD^bCsBjuhJl-3kq0VTcVodOR@w7ip=r( z2Vka><19zbg@3$OqSilw{NmNU9k}8wb$E4{JB{PcEHlzWc{`)dfg|@{Z z!EznsxwuROq{BcP18eM}#{0#^#pCSyOZ`bC*GmC7MnpuUW#6{PS~e=9L)o+8v>j_p@m{MQCrI&(D70{(|j(<=Y`VydZJwrnP0-==o4nKeWx(~FmY4M^*eI0|N zP>Qqh;Kd}cACHb2V8O%q)3n?jH+8xgO|mM$Xbdc17J$yX5p&Q50eB{a4{MrahR%-s z{Q1qpdajaq=@{f5aIV0NG9@yS*OTe^Xki@$R(E5-wxCo#O-p{mc|&OcCs-6;nu!Em zeLFHUe)^nDpl(6-%!RagV_iv1$=E8G;z9U>bTRp#KCVHuVYkrlIv)6*(K)v07}aC! zY8=QYpJMWE6}v%aGJ+Yq0_VAK^FdD>`Sby4SI?A*@}Q3-45!!yL#ygp-3UCZ($9Th z^TzuZDx8nOi6JlOo=WFUB)bAX3wFZCZr#ClCq>3a#MG@l9pV9(^fjzNe7X>Iswh?e z&!~URoI0Mc0mpf+J1Ol@K+Gqzciy8M8jg++OU@7zoAK2+>N4kZk4F}+xqyWcyRYf9 z*u(}o*1GEr8gm`G#O=ou!M}j+mT7RA4JBh)Gnqcp#lsrTP~isLVIwy(;7NS!b%+N) za%0!3V0Y_G91d0Ah#Vy4wpRPOA9-mQ^|7fb5|#$(5`_hlaOKl_bKHcTsq0e!8=1hh z`M}_Zc8?i4PJ=ion26#xR``WzZ9z%+d&NE#HN1gII;RG>SKz3#lyqCuz~R7VPqF)Z zOrxsmiVge?Z#|GkF$TZ}q2JgIJzzwClas$C0%~DTPtWlzZHEiCm;M-@sZzEtU1txFFbKv1-XF%Dub z^^b(2U2g(biHIQkx8^pOLh^%H?%PH#S>-_B8)*UgH~>_z3{0v63X#YpGOl*m3graYt+#c+PkYqFYR{I@ zt$%G;hhflP#t!P^1!?zRrthEU#y@;rCVfGj-${`6-~Ol1m(>=g3ez1ypoJQynN_C% zF_WGAM>e9mAj{H*U`u%c-vENkDQ;+K$!7;~&AEAihc&?p%E*DJr2nyw*xg0*nK zo-b>xFCG3LCtu7W@Gvb^?vzZsZ{cr}EHQSQ8I)_WA4^8rBy^WATXhv-*2=f7D`@Ys zD#aA-JdU&M1LHO1lbncuapaU8AF_pf@O zg1ZC5{5xGR2_Ch@2CYyMF%YZ6g>t*wxnZhu~^= zip_d3oM@G*$qsf>CxwHy26Ia9tb(~b>s6#1Cj-=w9^LSCD`+MNTgoQhV*LC)bn@qc$K zZOGvUr{Kh{=eYfqZ(I4flAicEE^m&{yprb5m_p3gYDXz=7)EskwjK9=wpZDljKC8j zu882%UakyZ5>sn3FRI(MWih=rq}AMRtX!!jH(|qVS~F&|_^JHC22J!a4z?+{8sT@Ok2GE14D;22CklTmmtO0pti+bAl=B-dJ~^hS+( zzWqjV0U^=PJpMdRiY6NzGeMCzs3V57uiQ5FzEC8iTLY zy3>7Me4?wbhiQv(YyJ4H)yQW0MFFY!f(wq1s6(f39%_eBj$8}NVZ5@+Rn|}ZX0<@bYWSL=pyZ*U>gzgqJrkVUk>}u!%W_ToHw!tWoF}=@w zJ!~DC`qb~?kR z&(>)EvcmJE;)4L1gY}*U-SLEg(+osotjg!zce2DVGytb7tBf4@^{J4AME^zMWgK>E zG;5~Rb2Vioy}NValnkc0qO2;K|*0@ z=|&0Z4oRs&x%yxP@3$Bs z!7U@{m*Olb62H$Tt(rsraz{P&%oIro6LGjq=kZ)2+Dq`a`OH^Oe2Hc6A+K+)H%KT` zOI`@w_JFEL)5wbRySY*}l#4KRIZcogT^q_Sd8A9!;*Jwkt6-Ar=236#1xmExRX^Z@ zXH7IMb1>hZ*4|V;SgEe+GQinMX}5~gc2j-wNXBlM{bd~j-oWJ+?53LWe4NzZ@=_|P zVwak@jtR2I(Dx9yQymv~J09@rZb;0S%WUHKWftL!p@KPgNv4z+1aOun*g5!wXqcjr z@dGcEiW1uevn-9ee&46_CYa?m=f$<`wM+^BRijj-d}MVLFg|n9ej(UC7~nt=ZS_$* zWtr5_VPO9H!Fzh$jshxd|Evo7!S{3pFlJ3lFEusFZz17F01fTD5do3=p z6vu&~7^;Ti;`TPMKZT?P4hbmfvxQjwPEHeuudm4H25^QcOLF7K_pgAC41GOr%k^_2 zr0S~fiMw?w%|@KvTCsxWWJ#_=($U!L)>CF)>Ok2i6eR8gdIVB#-gpCn-(yH*sF>fn zCk2)e%bZZh%4Pj{Vk(|q{Zytnq47#ucnlN3?FUJnB9!@U6&RYyVf`Xhv3ZzphIRWG zvN)%;GZ<(^r7H0H)I;znKmUQQ&vd)Je<* zo@QMVip4F3)!Tx>ozB07$D9s%k6kpa^r%I2=pcDEwQmV!GWY;`vPyyURHEXIb3HO1 z_)f>{ZGX!vg6_VB@{Hzq7I;tvfl$Ihgno)H%kmv8P_R}71eQCF-%nuTW1 zHD$_>`O_q$;t(+iSJcx9>)JMSwAeg+1`s9!M%Ex}CpLlVgRc9s`wOaqED%TwVnn>B zO4$xjy|Fk$)#%GZAfIj%=tnpFywaByn2D#g>1T%Y2{AtA9*sL5`_n0F6Dmsbe~hmC zBoqs}RQ79dbAnTyTrtH|AC$T^8ydpP(=&b=U{+v3R4pXd8oVvCsPv~~)vwfFO0eHr zP^tkn-E21eN}kB=t$SIa3N&`jlkKR5B765qOn6cl`B3sKpKAQ+PatmFFRt;Gwg z(l_`AB-_kUHG8Q}oyFOzf_rmr)d{PECbP=z??ygD664l4kM$&ArwqL$#5orvc=zrx z)6sxrA^>R$#5F1W*{TZL@-P}i33sy-z%(TTV1*V?PL}9;Y7T#dtn+PwUQrMNtV7FPd`iN=QUt;) zLA}|rSW+hs(EWi`v~qq4t~c;5=l$N=@zep1Lg1=nuu%^gl9&hK5Z1 z{HXp77m)TQph7{&>-6i;KqDG)oKXjR zTU(TVU)@wCY`-30dRuK`JuiwYjo(%QI|k|4q6@Wm$dzZmpx|e_LSj+?D8PnFxxFfV z|1`8?Vc{!&rSMOqL^-;upq$1=VWb*WJ>SA==#(xFV*Sb%P`et6-^8SXRc4vL0e;I}I$h;4p(F-N~kc#!VaM%?W@8K+E@& zoD@&(DzHTFWZF@5!C{8SWRi?9I*1S_3jw<)`4l<5_G+ zC%mL8@dIH@D@f=TI%6~%3Qcar(P1b;&z4S@gpZ>0&hHn}U^zOGux94Tfn%z8I~ zh5uRx+}Bdoab)NC?64Yq(SH?>X~vE4#Cc(LhNq}BOzZ2DIB*qs0=yZG z%tZxS;c<5XY>faY>E!twgtX)g{_@38@{+YYjAm-m06-se$5~POLe_h947V4fj%l1$Pv@+l<10Z{_A=ut%iJ6BB zhJc%-0f(ec^LF*9YI~|6vC^>7=Rl0#ld<3*W?t~#DZ>tynwQZttn>rj66c`E`4ci0 z2+V#^AXJI7grcTkgaY@1`Wz%kUL+v*kUwy8nwk!Q6x6oM$%;SYS+_O&D@p4Q`z=7R zci(HHBO>3w^fbSnWD;re4gT5d*+4MZ_xVS3TG66bNMrk>buVl2M_w0$#`XqoELLf- z-_{h)B(moNI&Hy7UevFMH$r;AR*Ob${KOW>J2WTP_y;jjfC>Z1#ivw~pqN!9Hsg)Y zBHz+@1FZIsx3#deL{yWV;O1E1bC9z5$PHTc12@6R_BgmszyxMu8ZG%WC9EIq7$g*d z(-%mfzZcED)Ja z47|X#Y2LrvvH}t`{&{ate}%KhPBs&3`#;5dfjm=@jn{xPsbd=VXS`R3eiC5t^bI06 zZ?i=CKDGb3sbL*0_DYlWlv}*6vGFu2PqwcXNy)lH9w?IlQ=bLbapk#XXMsTUx3Z(g zjFA-4$9@PIpLQ{xR%Grl*5_@;8@Go;(-+5^hh+|a_mL&SgndrXqkNuFLQuXSxpdwu z`182x%ovQs=~sanDV$IF5ZRRn!Uvies9A!~K>BQj-=2*~Lt$1)FghR7a%^LCOmW_} z%$vZcSlq6mcs(6(lN>ue^9r(_e1-yB97kpkBb~t#m5S5Mk`nX^j6S_qPn~-QEJNYYgr%_KbMoUP@{fod-y`|9a7yO^~~!wb*4d%r{o!Ej*Lh(K6~jB;8&r6mns9 zA%xO(o!nDYSXQZ&AmABqnad`Hy}p9^h)fPo7hJ5ZmWmCEAb>O%g$Ib=7L<`Gu7{9uZ*&tRk&s##7JT)n# z?_S~FQ{kR%tp1Ohmd&j5|5J5aM{n{U!f;oHv5?+mKlls7tm#|rgBW|di6rfX9^k^F z5AXElSSEv?O?f@^RZ*u7+Y+ydST}17JlrEgeZQUVFi5)YQp7T#*+yMjhdFPhd#9d{ zFY=nmZKa=KV|GFt3^`yXbJ+FA_o}M72e{Uy8uLr$%FD70lrEh5!doPO(q+~?Z=)_@ zE%3suk;C$vnUUFLhW{B#YQ+j7WWnr5N}Z*>gE-5mB$sh4?~J|I#iAo7g0m|=Ib$|f zN4ov}R2S`;9n;X0(fKKS4T6glOtmTstisH{$FmjeW_rbfY%bb{Dch(w^Q{UdPfz9k zE_GfjH$2czeV2;*4WbvwQ>@uwkdnDpEZ%aQ5yyJo3XZ@2>0lm!wW$m5J}H`G5?ag# z-Oi^zHr?O^Y#*tfz%BH;+Gwb(kr8zxqAIQC8da}jP$W@f?*X*zfDvbk7XijX&osv^ z!us)Z{#a^XDu~+xk!ttBb&`V@vno{6Cz;m|dW>mp;OY5rk5yqJ^LJkO5xVycid*&& z4R%gl-MT}jlgWOBA-Igo_I0r`lQTrYee#pmr=ITJhVj^;Qxl@>#gvr2H^0xkbbDJK z#1hSk1`M_QKGW&kncV=1O88kM&E}1|_{Vq=tO2jK2LGk!6fVI$C%C8`zb>IOUTxQw z+yQY|(9@MMljZL3mdE}}HoevfGH&;qmDN7j7JC+}rj`C~tr~#2id+i07}WzYpUwguipMg3vf=!%EpqQBbg$2>}4U$ zqPY?2HJofJYLZsCdwltGCGsepB!B2s&B9-=C?OoeO6Wl;=kaC;9tBk33!K#3-80_`xb zYczT9%=1e`D1SRm&}Q#g@Fpi{0JC94kds=lTZce49$i%zF6y)NDtA+o6#uxrV2B=5 zAvRPqV(v#durI`>W+ivJhjI7k^FE|P1zx^wS3p_Og}zlG?1RxhqOg9b)xf9y8mBmP z&DqFSt>n7fZF2Rkc?zzX$UXm&>$E5Z;Yyd6dCrDzWAvYg^Z&y6Lu#eDLvUECAHEq# z+~z5^@EWga(hu2QgQe}-}Es89d*j?XIa%1r<7MHrv zO{{8{?;s;)fK3mqH5AO&-e4da07GI_0mcP%>Nl>@vEq0y%8G!quP-Ue8zWD258&IGXf)dUD3TK|WPF1E@PZ6qFB&%b3i9IC?0?R?1-}<}? z8QE2vNZHqmdl28jBbLypVbAk#@T<2f9b0~yOOk04qtWI^3<{5jfFu!QOHsvnWl~T+ z4{qvlMzfyX7P3f{lXV)b9tL>GwUGoxZJ-L6;xaVIohZB93_*kkkT?RR6+Jc@SVt_r zrg{Y2Rlh%MtpMFCQSjvCuMGN}Y7N4ejVqd( znxa644$^c47L$&KZfM^KOV_mCv{_V_$jKKK7S{ObvYC%ol$VwLb1|XNY4x=!LEVFa z)blL@*rGlCA$Kk$M6(CU`M~FCXQvEBdvlR&YU)$n)>ghJu3WwT`ey8X1n{c8 zARq!1vU_tzv$Lh6A%C$8@JxaK06tcL?6y-1l#C5@9!vpGEA37PfBNu3VqTE5g($Kx z;vM+dD<2Na0s7FiT9YT9AkhfGSJ-JYZnYiA(+pfI)`T-nVyV8A>u@s^wE(F}&6g=wbn4x6P0!dkE9P>6imU}`rJu|u ziEmGeBx3+wDvGTT&n{T(+?E#}#Jkfm)CUZv64$E)W`OJi&2DeLZA(QW_;HXf)AJQ9 z$&bh;ythfVWQ@NQkRoMd7eq9&mk!)-K;#lKJocv=`$N`*O^}at5O;SThirZZ^=kIl z20AhR$&2*>&bM4G!h3g&&O{bJcxR@Cp$&*OAT5Uu*S!uaKsk!`Ii^jGbAVz2WE}%! z1!&O{leD$5M5M8^$N2hQ8|bV9Rx%rLOb#jrF65~;EVvwvG=u_SA!Lda=AUW+B%nYy zT;Z3$_FnT(8$5Z*a<&y5KV<(#7ATwh=fxCAy>%zb-iL#e3b{i52W}DGhV@z67bO2& zapy$=mrN~(F%B50)Zel<55Tq(iL0bJ^8ISS4|)qUo7qWzCqU5fns=exp)R^;i-Juf^Lve za{$w6r;sKD{?8oH7%||?M1W#B^0o8kY&lMj+6zOYv?D>YPh0a3n9hNEo^SRHy2dvY zXa8jdT#@DU{!+(Jo1V+w1@XIW;v1eKii-lb8j#0@Ng#Rc2*uNuY|a4Z0qDnxOt){s z0jU#<_TUllsiUL7OEAY+Y1~%uSs#nBz18d@U{t~6QjaIw!z4943_F)eBc4jf2}9+NeE zRZHBv@`pmaX8pQk!d8w!(p>rtWxf~9XXW-PU#UVZ+3=1NW_po_6rgG5`Fvs2g&E*8 z#&g!k`|l*}OJT`gf)(6@{5V{y7INVi84O_DspD$&^(e7?-fEas;#r(89Xd1?+YBdi6dKB7-6aScZ#8>Y?^5n=!KA943~?5Bod0n{WB}|BYs9V5hu1+#%%4a z{)&eAlSjUV7q$Ys=9Pznauq>rj+UEP{oWOzriQi5i)Q?J!t2@1E&yxN`hB@n-%~o5 z2fw=ao`)z`usDu0Piz&As1u%*`qj-j#fukS4|KYsTFm4JJ^YO*aZbnK7 z##;Y!;#2dw`8eT^gO}S8UdoaI;%qY5HxfU&DmB^6>xeb94M#0>&nPFTUs8+q{M{J( zKm1$tga2Vr{2x&1{~nN&`q41N9nGGpr~d3}ZvmAAj>5Gyf4IScrIZZil|<)QH0)T= zd->5;U-o$ETHKd9AicTn@2}-SX#P;0n3>UWGyH&pHlbv#I3tdkG%0cU(fX>Q3H5R1 zf`)}9*TJzEB&US*I-`ArA%JQyvz;T3MUZx!eWMX?X`ItIuY2N&Ch3tE?M0PW<{amo zTm2mgZ1cWVX`M*HP2zSCjt9%&Rgu#Uu3Ko`NE2Mne_CifE}9pb5W7}v2-Q6+^c`G@ zb=}~%Ds>O|7GD6-^Xb~jXFIK6yv}UvocQg3h96QgJ(28x@t1!>9lEo)*@{<9S=b7) zCEq*qt_!K8qO>~U+zIaFfAmc)c3^X8zd9G+BkjMIdRRzVY`LKKBddbzc%bFbOZ&8= zW#8PP$r-1&{lAv^q~Hi_WxW zeJOM<6Q-M)qj23g3D#9pD>*!SBi4_AIBz7XBst_f!&m(A>~^t2JO)?;fB+v?Oyz`S zCWYMkFSU@Xc>ffTw|VyBKQ-meie1nB*nBT46sR*247%Qq2eD`OGn;G`fO73=^>MS z&l-o;TX&T|Kcm%n*!eM+0h8+wJ7e$tcUDj7SbIOP$;RXm@v&Nexx7cO!5u!9TZ5NI zM5wG3$^GcLHZvpU>lh;1kMEvZyXrljSv=$6-JENeOmpyndKE!a{g%DXerBppPKd&X zgo~Q9{OuPvl{_+4GxC!QMy3}QLi}s-d(Ax}JqBu73EEJe(0EBK3r-%ZIcY6DR8xc! zYF-%LGd<$L@xTnCVtsiW`w8gMpEmpwh;w-muc%cG=+R%0O{FuKZ%xIFcuvW)0K7GXSiHq#9E<=pC}&L^!U`5#Q4Z8=TTz7WmI!P8IDrNqSIR!KU!DmDRcyS@mfzDY-i7Ss z7gJ&xLU`zej-K|lV(NxNM9QaX zE7^FF6epYOQ5Y8NU1jfU z`imt=^hV4}?pnfB43|+aJY#}KHc|d%6lKBv z2bEY{7XPm~teqlAD=+8+$cKQc$^K6-)iDaD?05DDOf*^zeUF?aUDg@9=Td1&M?9;< z=t5@+p`?{w%5=L@Wo&!RyKoZRfNp z`ODuZFRIXU z!?eQwsv%pL+~U!NVMpC3iRQ~Y22V=kN$<(T`iEq91~+}0MnWTT3yATOVk^tqh!tCGXi z1rTrl!=`chibRVg3;?7A!U^dfVi~4lP$AQ`I_j$Jb_Rv$ad-129`OY#GGvU4 zlJV=t(~AJo()xXqgoTUCt zp?)p#MK@F$l@14J;WI z(4PZ_DU#Fw@RQMcaV(zI7Ug5;zp=`E2mpo|`2T_;LFJH{G`H6xZjWUD!>65mCHW;dgB<9pwM`|j?3S2+GyF+-3w*dA@05up>E+lbmDHB9ov2`JFfT|x%v*GUc zN;y4@EMQ3P<00x>LJT1g;&cccjktjKVH+5`B}?+#G6VPpC@Py8tF=hHr>gfUQ9J=# z7bDoR`T&WrY>8~9^#p~N(Vu~?6JUTu#?qMm9lqo-Q9_0eEnja4s*_yq&wk)L5*bdi z09QFu+`0;!j}ik_AaIAVK|Ps?uArMY^ANA)AdHi*lQSx}ceW|U844QPiL=f_8$W>` zf8evO`J|~T{s`G?(dHkx>c9mRsior=&ZhJjPhqYW{SN<&!|pqE6lu1JZb*EI%xv)X2`H&l&_;c1qN2LgRc8eWG@6y5e%Utij@^g>A#Cblzti;KIh~ z6*0Q!>O@sfD1x&D<__hJ8)-inzD~2_-r!MX_)nHxeiezy#Njl-5~sulSuJay7rGnR z5N!7n#2C}QQlWfrS+J=VmzfEYQYQgvO*FTs4tI}%gO%GY+bow@kARPng1f>6U_>PE z*A1M^(Oh^js|8j~7MKy!Ksg}^qEsD0_OB_@ori)o^@xndQGvy2h`Vn^yTbdCitswg zxP%UMTZbNrcU?6bVpmFiW>RAYo`Aeqkb4iM>6&@WL!$7(5!L`m>UFuk$hs2-Il{O2 zUgef#EUNetjH@uNyCOW6tfXz0K_cU;xoM=tRSNrxUJ8H84?8EJcN3huppWGhr`L$Z z$qTR{wKk;Xt*39r&R0UrPStd#x$q8$EG395JbRvlO4?}g->(Gn%H_}$S&*|dq$c^Z zxp#ObPl2*B;4{U5XSJs~>&Eu_C+GD~EkBeG8A7KsW`}^^9mD%MLm<(Pu@%&@=&>Br zyx(*mSd^0wZ75$3rE%eLQ^X+uw3TnhH>@ajOzI?)Ng$I5q)s`_nkTR3e&UcJkp&Hp zAbsfoMz&rDdc43CMzRx>V!hGFR9940V+Vp}VW=0r(OJ_pviqfHK~Iz99stgFH1N}s^7U69wMW~Ar;6wv6jc(*k zE;Ppw6^eD0%v``l5mP8~rl!srCdXwTp9=wgrqnqTlpV_RmQ-jYAuDTKK?2Hde;VA2 zvb_RdX+ip)NyYHl|aFxxBc+8QFgYMW1>J#dRzrodrKvkt;1fSQQHk9j^H5^Gk&GEM!h;dH>; ziRj~@`xJH#vG>^>SB=Lx6J2QRCglfQ(|~CG7(0$@4yX&SDNE>-D$7kfPQ1qQLlg3o z2at*iu@0461*-rO<*bd6byN}mCU21#qiVzNOjl5>9aXRUIq+LGfe3nph9|}vYapS( zXak&yyM%rx7VG8NmX!*n5C6J-6I;F~Viv`JVce%ACiR$oNG*;~cg z{E*(aWkog}J2|WYQ^wd-HKmbECJt0Y)Xzit?J-HDrZaj+LZ=hIX^4=42QJy9|KC9@ zAeSc6eQr#ei8XVoJumQjODe3gI@l^rWuk%=lKw4u|BiiJ6G1gT09kf9*qAGXe~tNR zQ_Ys7ndJVAoTi3-P8Hns%#@o><%?kOo%iyk-al`PFQKg3?R;gs+w}c>yc;`Vd(M7% z^YbKNT^NGRvPaK6Uh^Z3vmw&b&?|87J`2Lopto0V?b3W8G}1;p!hkseWRr2#Nd9@y zRr@-&nYn<5euE%vT#Iw&_xqjb`mZSrgE1f!V zU8xodHUIq*`||+{js5?;OlvjHhE z5^P{T5!s!5WR&(seuZ6MP#{4%MHRnDu{G6qZK_*1Ibt%_0lcl4>HDr(^dYt5{@ zGURI0Gg!XH5zR1So#t%(^A$yk7J&-jhu!$lQ~Rm33@oAi$x?PL89QxU5{X$5uy@J= zH4k;`OWV*8d!oPsRDmLQl@pgkaMo!?E*ZEnX&|p1tK5fvN|w}jo3gQhpe-;|jK2gj zYDk{XcU2FA()BNe#{$8GXik(b6q{|`4X<=b>p2-)D}El&ctrb1wc4IHLcGK1VEOYj z%39{z-{@Blcjczye)vxv%o&75?h)ns%XYr#+3=bTL3xy!t~j~{qogt&wd^~%vwC#s z7#`J^zsRpB!YlRsTe>ZdDf&HN|KW*S;~#KtatpAG(SN*iKbjM#_x8Q00aMqpE*!RL z>p&uFvG(0MRV>!LX@qT%2d)wwYTk6DsmQs?*nOV)K<+7o^eTd94f6xUZuk{T^CvDQ(^5P4oCU)t=J7^Y6$*a2Vx`WdPeWs>#lr8V zw;5N3YZj|0jfq+nwfh=2QP;Y^=UjW)^&+fXch%G#W+Q}UKn*im!S35CtF+jAL^OPg z6u89wa%gxz`4sCCvkt}YuzEATYRolUWcc7MtD04&%hryBDqvK)m#tV|EkYOJfrsuI zN!LRehbtGZY2_`Y=pR`pL$NA(8RSGDiG=QVs0Fq^_g>@WLoC>B>N(TmRq0Ne5Q`87_P)a|Bmoeixv!Ogej70q)+cxyOeKssXVy6uX_o-e87Ye`k3u z>X;wfcXPvo?g5ix@O=Pi3NS`Kis2+JBwH3njG3 zeN48-q3r-YPeU$+zHNhd6&%HUv?<; zcL=5Trd^5kF6q{QHKVzjBrxNOuj!M7IlTc}0pNq#i0K>3-Pj5dDyhN##l$516rNnu z12NXB=l3%Q&pL9nZKpdHp$1GZ^$uoA=|`&YG+;4Co@|l1*orZ5dsx!Ch_X>!6Z6X( zC0)X;=12B^h>sa1oP}byq@?Z!V-Mo83($ z$_?Zbnmw@#cK^+wddat6GXnjo2LH1I>iFoZ|4Gqf?p$wve9{=$`naPbNRNqL*HT5f zY>==#Ihk+>Ff&T7HSI7{XMz_<#7DesqPImegL3p{1jGq7@z;q`J zHj5d$ms5PoV6`)pZ(B5ecy6rwA1#0tguu)mOin`X3R7Lqnz`_XX(JG22}R!qC+sqf zH=$GLJ6ltc>$c%W(BMmKpA=2y!cam`xgl8H(1!0WxmljxwMqyKo4qNq?+rps)IcXF zfCUzH;mrJ*{i+&TEQlerkY}S}&XP0C1qlsC6@pWR3U1%))DxrYmBk7h#>S!8Jg=(>BK>aXY^EQh=dGB=TX z_om0@B3lK7b%OMeHM77C9Q59iDmGAK4q~Imw)9chZD0rx>WT!f6U&FXoGteUM00Qa zY4Uz!J5dVO!PT5zT2gAA=8i&>fD;p3oKU}g7l4CBtslf}g1;G@g#fde#R_90m7o^o zWLQr`R=^nHHK=(OgC3T9v<@;@o0nMPZDo^TB#!aY@|Ew+*RRFD=IH$M=TC|)xXbJ3 zSBI+%_!%cXLvp|d{uk>2Av8O2TrY{o?rADAMT4`#bI-=uCYTlxUQHqM0qc2aTZq(b z`SR8*eJ5z8cm}o)EJ7F*K5rs;H%>|dE{g)JFAZ75U1oL=*66EscJo}4 zk^}|2@O1Dc(UyxedP%D(X0e?G$wtndPME)8~A^&J%2VU$Q)NhcCs{x8LkBPVxT=vqKI*4v_sB=T?`I z3Tiq)f(hUj(t(=xi_(}1m5QdA27sbz-5c1on8}XUPFek*szHtr$fMQ71{J&gpUk!0hW#>pkAA^G zpmwn0xYjd;cje##l*b>DY1r&uGTnZQc;#+?r)|F1h8%IY0Zm2es$((uyPCcfmi#zW z;G_oi99n=~7NRVzVv8B_Lr$AuAW$g}=H6VG*=ppVB*@rW=dfIk%zY~9G%>mKFgNd+ z@S4KIM0W$g@tb|U&HG7)!I&15Vq~pwFKL4_$6(dlR&KESkox#CaPC70Wq_r(L@0LH zZN~@-=1dd73($LwZvJ-9rEQE)8yuxlX57TWl7VA`2N5qc&qR%&Jxs`|=2z(faNS4mRKEtK#Bioa`=XgsP@=g>yY-gMsHF~~ zkpaqHt--L6@ix)Cl~a@iVqU_i`h!ZkKf;pWQ-o!OaMkyaO$Y&W1~aJb!L7WsQ1t^1 zn58#}$d6}0nY#U4#+buPoIR5?Mc|zZPQyooU>ECG1BfpfJ z8+H`pyLl@i7P4i=M?n{L;_w+|$KeBgLUtQUlcbf6+omlEELp=n{OAjS{oH;+WyWYH zY=Sh&e;TE##VfPUTk16~e>98C^!bV?v{}CaF{sP2JoSz~ z(-W3GcmlJ_rJpekAs|fX5gj^9uLx!OnrX3zh|$v3N4_7(P1B?3SQ+#<-etYii@hUD z>a?#e{x)dwF#OWXpQ4KJ@{RH2hXwcJ<5F&1Q(_akn%`qN_Js?+TJvglPzEoZ9fihG zaxHZ9?5r}3sR8uLUo3H)xHs4@GIwagP;dQ<@WLwNDESwI#mBN+Qa&_?P-Ynf9?nl^ z#2SUy+7qJa-jK-b2yy9EFiHEFiW4NN(AaZry;=X2pRG~|Tq{D9X>uo?u{QeJ3p36YB(pS?=xghfwQ%_$cc<)zn*xZk3GDr!fiHFaZ55(%0&)wHU-Y`XwXlR_CMrbG zqqEi+zq@UIE*)0#S@L$gV#RyGd!bQ;rMUeo87$0%V!xPQVx5@JwnPzQ5$FlD*$S-9 zF+j$Mxtu7|BlVN8&Jju_zwS$($5#9~rQtFxZ=n9b>y?=vlr8$(NvNtZv+h4ox1eCX z^8XEX-DyY1{_}Ds8NsH= zHDjBKJn%Ls=r^RoB$He!ORnI+La(PTZ$WK-`ce-zTp@739%_(Lq0dq7%9Yy`!UaR^hrjs~O45jVHEo1X=GjnXcV%ABYAeBrDk zo{Di5h4{-;e_f8B2@-gwg8FM^Ur;$AC@Q%JBW#-Yf5c&2jBm_vfX1%h48xXzI=E9lRL&3SDzeE%M zia{UBdT$yfsg~NYzs~5;JOm;hwnvmHz7pByLjsy#7EJ(I`Abj)Wh%MvK6l%Gxqh8K zV@!3L*yxYO8$KIh)%)`gqB-5Lwk{)bmJ;jc1gm9OsIJd72Fe@vP74V9D~XjVH0n zdtIho?Z)@98V#zUM6%L%8yb^!wc5L;TbKDalY7Hc({el-u=SK#2RCoSK5wY#S3((h z-^#{QMScRz(9sb6%W&`wqT>-)%&#+E^f=j`2CdY>dOY5=|0jD20+OFaI-5(Vp_$WqmW0%yqQtF+K3-%BG^i0!d> zan!8En1^tUlJ{H%4NIQKDfXEeKEv#N5IjxzbL3VhF-3t>(k0~CJQTig7dEPpYsB-4+1#v(;PfFA zdWmraPx(+hn|^Z;(^`pYMPk(j27;`zY5!Pt!m3xMqt~S^3!~zf|Jt(16{@S3tmzru zyY#eyZ!mOFa@cl!PUY9C@31V~otR;>CU*DbrztlfN{z`lpDfT~1)~5w0w5UKCBsbT zS3|7bA&-owm_gKDO^Qmg3(;SUGUr86wB#wMLU_3BeLLp9l-dlHYrKhb@i=|2FZ`tc z!HWh!kA;Ne%rv9=!X-F5t8`V3QT`q}QO5mBt^VXHfpuR5rC`@i2Nt_StIISnyBDV? z?bRI1t3ZUUekV_~voR18_x|ECXf%hr<8NaoD$zUN7c|LYP!K};&VBpd?rtTVQffNR zE;|z}gg|HVWRhGupr1A7nh7Vyho35ILJCySP}AR^!+yOFX&S!$>s1|otBM^2@Pk-= z`c&g>9xmeNgZ-A{2@(uLL$=o$Th5k8O+14d(56TKgaG@B4Yw9aqf9^iA&=bVBOukX$70ih^-8K_Fy#sZkm+}EO`8pU67#B`=St|4DpTCcsGll? ziRNOE)r;?F!3Up_XtRh=DIGYt9TlNrEl zBC1DlDyuhVVss<=I=`m64`M^Ioq8-{K<+}w(tW;W;D#Y>;+nqahRBK1zy)!l>LjTQ zpF;wVlZi@tvv~k7nQ7UHQ&hk6sp&1rl zecOG`?2(a2e0x~Cw1JzbQzbm-aj)oGKsO5i`g3!du6`bIkxjSaEm?IFfV+D8Su~T@ z2U3=+V?b+(=j@=)lbHPntgfs!tA) zjPM2-%ib=Jr6&_W+d%s4+cjg6xiiZQ%Y}=97TS}1rq#o^fR^8{jm&sKSSm7t>5s01 z8x*KNM|AA_S1+>WJ{>3K*I2IxEFvfL>yOM*LtD{W{x! zmAzaO#FR>3)B0Wf1h?EOd@>rl`bA%yJWK$$WKoa(Zlu0EdwM4||0y2gdj-4&0YH80 z+0rLu^$D25s^`NGxXBL_bx7_}BZ}o#k&#HChXl|Q(bOon$43UL#s7A2h(Wf*L#tFg zza@}+oO%3pa|JZz@Bv{)u#{x@>JEAV37C+@GcJAfwg7fsb+}nHzV7!sRKTcf_1W_svJ2#;-1YlYO+Oy6xmM^I2`xsjv%c#C%2l3Z{ zIOgM~K1kL{^3LT}*4&->flg}R81(A~Hel8UGPn2JuIv~5ulCfe_cU>}i&ecc*J{R9 zx;XESIMY*}zr3MBl}c^~NzX`9zxOs(Q(U7MN{dfqULx0MkM>yhAu`$a4>I#uQ239N zS9#V8<#-IFlKzp7K@d_-VH81#aT@VM+9ZJ17dVMmfrZotaqwVGgo(9`5Doc`L)E(z zRYsxXb!vKWca&2nX@Iv~A#KQBwkNw3=)?wRA}Efa8hMT8c9jNXgFnPLJryut9nfRR zfHW!4SL}&cQFP@WdF;*vJ+EjX0(u{YAV__Msvz;yaN=_+)Qm76+az;~r1we4xL_pM zOg*$95~jqrp&AD}+S3<=-*zAN(K!4Sr-NGpK1? zM_flISm>@LNiYK=sJ*fOrIH<|LbKTr(KO~eHcwD&7n>fzJ^Mr*kA5+w&%TEhYlx(N zeFjRV8i2Yq=Xm?ot7R!6NM&|tdUu;FOndEYy~ zq_Ufw%P*LIzrktE(Q+Vjy#&9Z2Ba*?hgQ3$`C4$x`RABG_70~7X~%EL&G};IFzs_R z{w2C@2i;7SU`_x`MCoMONZ&_!6O0wfjw2(hz=!niA1TTFmogqCsCD;{8b`D1*QGT4 z4MC`m|FcmzU92YqqsZh|G{Kw&S-9s0Z&u_WXFDah^E!Rc`h4*0L~*+>|48g#&X_M~ z-TDb);GMJ^$A{@*Yzyk+V5SJu;(ibq< z>9^s=alHzGGx<$zyV8cXv2TML7E!QOHr_1eKzNm-dCwZGc%WjA)C~+W!JRej?$}^? zxYP_tZGiuqzsl@pp)D1I_!9gmmkq)0N_XNi?-olqY95-?mN;;Euk*ZATRW5x`CfF% zfs)c4?a^Sf{-?b2aL;yVROqHRSpt&Y(i$=8N=d!&9ORLqK z2!(V26=2h4gBg^$wE*1b0Me{aNgLD1J_JWGTxja~<1o`3 zTsg0D_(w2h1`~IZFvF^@2tJd~^Mdx$bz1W4QBB}e-{oIs5;Bv56K z;&CEr*HOfa|KjS}n{dn0*l$2TtkZFBZTf{CjAoJhNA^>0A)eo8t~Yv2)3l!WiALDs zpP=5yqB_#w?985SP&0L(D_Lmc^AY(Qi;sx6d2_^>i=NkeFLVYw(`#Qe{d%xIfe}J* zMLas~hLxVM;`Kf)m2K*G87cA4CKp3PGpfbQ$&C9mmdsw1h<+^eP(t_0drDK}r1f^v z*>DN2+0$p4Pl9+%?hY%iE*Q=m^*J+}$q(if^^8}i8e^HO+Qm(8O8rfV*ec$>O88%# zeRnvO@&ES`84*GyGbuYn_9ofuRAiHo>~Y9AMo7shWMq$HWbc(($T2gHJ<2#Z_Hpd- zd`{Qz`+ctK`Q!J;b6@_*)p6YJ`*Ys+=ly!WhVvJw9CV3ASdB!Kkgcjubb=)V(@l1F zGIT0H3zxIysBU6(S|?P}nZPm4q(F+X{dVk=qiCF$s!>3T;xNTlH>vTLTpjG%-ZY=_ z4#erCB&Bo2|3;1TBld=wORj3S_uZQonl^bwvu6#R!t75{r}JQSL4wWFQ?6u!ZOX)s0Um6OG@Pb+zAm({^ha+@xle>nrD=fphA~+ zZep7yS$L++m#|GxdxNfwlyAHrw&~9YYV-|mON?)n>=&H07$+E_qJ`Xg++bG+-8^B= z!uk7=jZnpz*EB`E(M#&w@^Dko=k_(1@^49yc`1`j3K>}BBY$^n@RrE8Ju5_3_-}pq zc7Io-?}`vfIQ7B_7Z<{ym%5$5T9OO_&^>5WsnhV?VVrIg%SB#^eoHBo&WG%o7mkLX z)1-E?v+d`oUQGelo>0(mRkWmX^1K8LU7=}!4)ifsI)jxCV2^ecX8t}x~AElxrP3rj?BQ$Cj7aiDv%nR}Zn6gt=#St&Q2xEMT_fH1pK#X#kUesV)G zVvBWga_+84(i5E(sUtXZk$DjVkk`VOP@7mG}WmUf25WyhXr5DAi)%Uq(V3hVf^*O>`yd}R^*Q+?joV3 z7Xv<*6)aAJjJFIGkH9{)5+zFb)HK7>nj0~z&}7%Q5h-tKX~@U=s)n53;8(K^>%&wp zL9$Cti$zeMPwoEVpCoy#9Yv!SCeNg&Lqahbgnbo69_G67!${YdbGL~nb3VI)j_ZWdj;VqW#du&t(k3o+7zavSu>;2M=qLQhst32332xfEXoY#ft2 zAy=_Mvd;$$$F7xa@M|=&@twRa?<6_lQKNBZfpLas8Nn@YDXu6)6_Ut?(5K)2*4RwG z(OFG+Ztle#-z8e_c4>`sgYtStso3=LPY!fX@J?%L@aZo65ZCvL6TctD?a-~#e$Xzwv_}~xz@v`2 zYZd;pKdoALoYbkY5UJjUW>NZa3B{rlQWmAljR~CbmwH|Y^O%Ch+uL3$yeK6(VDJ+_ zQ2LxkxVc7SyWN`Vc1b*##Yy#%Evx!zXd9AeX^hG~dC1&ms~4>kD%>0I9yIThW!hG) z2O1U_=C9 z?(;#0L;wb+#2{vXjR?$@z}#7gqsMUN8#$Z{*Iqrtk@T~Cc6E4Eqz3EqcEchAcIIZv zDDj3%Bl%PVule{+b~$4scWUG7p^#$>7~03Yu4VNT#oP(OxiU@L7`{6?IzoP4(3K0? zd6`RQVE(F+Z;WIk%F*gXRKs?>3y?Yhcof{$IXEW!WX(c_uc z*D|`B>*%{`z)+clySk+mE3CdM-ntkI*B|r3bc|9>nu8KXVwP@_&$)+jpxr3o;?M~n zq{OQ#=)oHUGKX5sq<@BhMZKTgRcYIY43XWm+qI=!>o3*l-&t)GHh%QtN}7%drnnx+ z+?in>e;nUJ#ZVUKxnIh41yBcWbv@JoOm;|eukOxjAmzipkSshL))L@A;V>D%QyYg@gajH{`V&q z)fP#vya%5UuTu?9O%f9X*A)-R)CZiYxdopi1$HbOxs4BmX8+?m>NhJ@RviA=Fa6;g2`6| zOmC&l2K;S$D=L{bR~^3)x*@BFSKpijIfBteJ3wgEK822_%&8MJXf7MYkuQWhLsTVp zPn>GW5qr$3T)T4Tk4*W)+ZP|G#Uw6Zj#Fb9q|?>>Or>8?e7qwwF}>mWfS!U{`Pl1b z^X|C0-8a@hygf9oOzb^EFAY7%k96k+Z;`sZ)C&5&dJ0@>IsE}s-}^EEWJL4$U=<9? zKJi!(4B8cX)9ks7pN(!3;0ip)lXRy&ryNIrP~Lj#G{z0YKr@YA3)u7vX`iOF2RxKS zkSTs*5n_Bc65d+6L5;`c+XX8Rvf?LTa^Q#F>p-?prNAxo94mpayVg!g^k#$gd^-%! z@{X$@BtTa7w-qG-t7N=xy93{n%)cACcL$inby0yd77=(!+&AW*z{)$tweyzvQrr{Z z1)H=8UJrkHsh0I|#hK8{JN z@olT@9U*%FG|c&cSR3~6JF#(UcIoV?Kta$BVxFwua$uH;5r$9zVI0(T{o_glXeTVF zK#gCI?$3JVfT(1m%j01!;bfMY}a5Nbk zz5@oi#BGN+{moS3tpVE^Z?kMcOlVy|q7Os!AO^P%cD|!!r~nG1pttgqUu(ELNaqV^ zK!Ab(@BRcXg_vY#$j>n76}(p&AQL#tF0d=Wa1?J_5A%S}*x+3aFc~F6?73s{$_)O7 zl{;3xT8>t`Z$MxECr|EdHF0jggOqJg(}}6;&0pH|_jmwGA%iu6A#%?-#D>hVXlmmx zTJA!kq~+X))G}aY4I8Z4nvjs7Md7fv6*-T>;{WpCmmKKkL&&S7$9f?oEN>wA5I8^t zaNAp@z|ukR_tR{@B7sfoiMwqtdU$tw_JQm|gmABXZMUZc!6gX3;V|0?Hvs->-4sml zv-!??PU$~nxkVhta&ekY-3lC}d&PVlIKy~6%Smj;gBG76<*U-#`sOXrj(Gx910O^6 z=45J47W?@ovz$taVXkeM9H7ZF>k|^RXZ-rPb$+td#d`Le6@>fJTT@<=AtYMa-+3cX zQVP&*(C|~@{lP%a;MbfbU2f4H^hp*MU@K6~gBWT7Jp5yI$kcn7^0TV0f<}>Z_`A}h zTU^%8UQWaZGhVDE&Bw0+_zLmyteDz(@o*@bXAMROf+5!Cu5g>s5bkPSrF%^78>CHjooTDEtEt%IgRGBojb%%b^IMxL9 zF^&eE;!c^i9l~h=&H~>9H((~CsVLnNRiW{fCFsXoJv8{}G5mWbDoE0uylJ(+c-*H3kO@lumQ%O&$?6_I*+^%}jjCZ6BzN9? zw~l|s@8X6E$jkx2-30K)>hn=jn~;p2*RNSiTfh|JZyr?g54M|T5H|rBIe6Mfl6@Q^ zt*wODS%wR-C7uT4CU2&uX5ZC*U%J0?a02QtsKV8|6hEkexBErdLCeJ%2f^h|1OAjp zF?Ywytw`|x-1AEU0rj`&N6wsHH0kzJ$sXSR_p86!m$U(xHD@H6c=TRI$pGIK8Sgtk zC!Zm02;h$N@5HyhWAVhPTXJj&|Avex;Dvyf>HI^0z`ybHk!7C<0^k%_T?)T{zE*mE z1zdt(SSGcYHzY6jya3~^tFs3x=Sb64K4wnnvkmqU+A_GO-vQeR4{&_W9$<+ZlIt~4 zN8baWqv{hli5YU0g+zK>6O|uKk;-+M@!j!_WAJ1Fv2ym;!-GjA3jvA&SeL+uq~Gs$ ztJ^D!m#8Qw{XsTpiHDJ)O#n4ol2p={SX7=-G2Ys$J3MYbOaRvJUg;W4i%CHrjaP1u z?ibwz@Y&4wT#TyChC?9`pc3B>M9EMtu4NEDQyYt|&M43C)d<7mK6Ey`IQXMaBGQwCB; z_mkjd4s%d)Ka-CwLjrUsNTF+8H}L=iS2)$B)y~Hk0(O`gO03j5}iV%oD;a3{wR6%}oPh0geJBx-%KKNh7rSXx3;QT>zM5Q=!6*X#pCDbND^l z-K?^fnM9Eifn>l;lzltr+Wzed?zuWV3_jNk|0Q%bu9+HD-z=o{#9^+P82}GY2Y}>q z-%@X7F6t6$tkZQp(lU@g+TT>&4w+rLy_%HFJ~;41KaAI(o9WSb&{H!WGO4z)wx>C_ z%j8<2uiaTlAPzJ?S^~AoC^=1nlNMJ@^5kt*zg6T85qjPT?+oC|bd5)xF$Y2?gP>HT z%ulNwNy2@v8swJn_hzL?ej6Kbzv%V5?j=Z4)TDnM`HU1p?d@CHU+~QF^BL6Oh6PE< zrfZzzvoOfGS zCbGxvBr*Kc@_?SL(_pNy&{<^mH>)V_#K*N1vv2%Fh5(*oJeRv5_Lh3#XdviU@J8mA zL%6lml!U4^D=L+Q>3NfhiLtFz@?P(K`$>075qlXUFdzA!qlZ21egjGq1yrZJJcSn;UI2ui>>$2y{1iKL5bPJBMrCbB`bFUcVIo zjW1^jDdXMQHaI+eCR@;4dj5LO^iQkIyO!os{}vX%jcftg_q?Av>GSNI zHa)xgMa%1AL3cbBl{3dKFITTb9LmhGay|4s`1(D~KG4Gf^yXt%lp0xtOBZVFhA!mc zpJb`0-6ova*3C#tvS(G3n%zU`b=u+D?l*Kd`GS3f?2~BXNmhu&2HYzfJ*v%3;~3^f zcqx=BYlDG!hlVJ~(A=2Rl9*>?$x!j^l7*MuSVHVi=G=B00ewbkW}G(vu8FhI>JJ$K z3Z;dv52f(HQQQ5ahm34wnFj>marD?roVt{^C$y`>H9~qIFP>8{%}>jCHfa7>0f{J} zg20QYC;ca=DZZc@5VN6vk z`Gm)=1Kx&UrWau>)MsxaewF88nP<}iVbIu%sW))cmTIc3onzcN}hk(cc$a5QMAm9G|ou*2A!?nn+ zzv3k`q_){y2*==VN{p$&0PgSpfrVfoRPxYC|AhV!(wHk}ad0^ib^?KGjg=S@pN$k* zGD;j~L==oYJGnDb{_QI2UU4Av2*k+T+dplp?+*tXVn*c4Zc=9gnA;z!a!VyG{IzF= z0EypSwca#|p9U&4U?%^{04S;rtK7$&$2RuWxt#Y?jcZ>U+XfY~^WlZQcb{@I*V21& zlY8mvhK^CaZFNw*7g7@q-a(c**5%C2FdnpndUPU`fMh0%0QT0Tmw~tPK4uqX5lU2ZYhuR6RGQ0mR?8oG}c(`A+S{oQiB@@M!?&CjgP{#RR*u7V*Nb zZTuRW3oPcG`ZaJk#t9-vwq^z}E*Pbz{)*m4VZqF;Oy)u26{)WdtMUakAFRt9%vrBk zTIJd|!uEZt9vEgDakSrJ=E;P55*PH3PfxJR^FDB{1$Yb?OmS5Vhz|)i&Xl$hb;o!x264oFB~B4Lo7-~ z7$T>Yx-9;x$o2SCoXd)r0Zwf$(?0v04hUNXtvNV9zG1Hh0MpSaSAX!Pe+Pb<0zi}W zy~UaC3~ZzlutFzQD3k6E=K?i}l_mX}6iS^Nv>%-WKYc7s69;(_3$zR0sMtIxm??a&UN-* z?DUBBY!1!9FVKH|>)7{YkuTZz6<0!vzX}4UM&K{j%_Wv;W%-Fae1}yDVHb`Md=@2E z2qyAStYcw+ndCuK5(Hj|Cz6X;yV@W{I4IvA%2Fud=hMK801Gy;=o^cHv;V{ug6@Aqm{*?H3HSU`!uD=IGEG=Z?~-9NcK7@W|j-g~e<5o}-D#)sy?}L(YaMCF@$l3dquV*`lQ-;ho z6?UUtcg_(EGVh4mPhGCMm;fSnv)!14#7FPX->Hq<1%BZGNWtsjBahIzl2+J zMGJtl1T>>f%|ov6OP~beRo^=!d9v5lS0B~SZH=Yn#kJ!(D_=_eE`u5WV?e(Z?H<7! z4uHsCz&K$_@fcDA57yii!zn^*&@DvHBp|?;C|whb?*F!tu>Oqp-(z=AZCD^%!Yeft z)n#r8(^KGY4)Y;-X22AXO{ML|<;}ZB`!WFxN1IkTcI!D0V&Mo7O!{RGOoZQLGaoJ* z#{0Z$=F`CYu^$3rjKhnJIGk5O50uKG8L($8KpO%;k6@bi3oB>Ddh3Eg0L}nUk0DlH zt?LQe=d&~op+1~FXb!^@g_gDB2Fy&sUl5yq`V#N0uq-@z@>^SqS{(AK6*`#&Vwqi* zlWhOm>G&GqTnGudgT*4T_y{w+Iw019>_M6)kG0CGGzlaPBw78%JBS0$iq_kX`HqlN z`Ahhi1bZ!|Ptuhf%`4Z>_4!6VPA__|ykayog*9a_TC?@f*v-wCL8ZF2Z-v_lAfKy~<5om?yX=-UFL3w8vlj5`C~&5^EvAi$_k!CXc>hCJK*wNU zyu5D3Q|ZL&{ey8f5U&{`Cntw=I{KkV*J(^#-tm^yz34pvmAP{wERII!O*`%OG+Op1;37Trujg80?FNuRUW(h5 zS>VL}^_)lJ?2w`-4Y-E<%PiO6uP5@Fb|tCMyx2z+41COLEj>k+&VMT`X^&0YyGvX7 z6;P&(=Z*lS1wl@##!3PTOBjR`XgS8WH z%VF`5A&DSHCq6Jz%I@n|*^hVNwYgE^QRM*_{(i^9>75{C00LRodz3zh5CFy_jQox3 zLec=u67w<5<5geHX#uPLJGTD^fKmOh9*`+3k}T(`nm&ow_dQ5GAQUWWSpksFXDTKn zk1rz@T&_y|1JwaMl9bccaq}U@qA`S?)dP6(;3*hfSN_49@V)k8VOly=CD%Gt=B<^) zN2trqk@707hHSMmn9pRH4y1(a=^EA-`X`ns!M2G87%%XQi4TtEb;yZ~#hX6J5p3vk zFEsqL0FN;sMdlU|PvVI|$ zau(rDP4wKzNQhU!wM?gJih@h(pdQm#Vca_FIt5sG-lB%2XK!Ab)~j=4Rc~Zqv~Cfc zlaU;q1?beM?Ay-f zC+e0!TnG_$Zr@b>xpmEmLlOPvcE1)W^Q%`TkGL^|b`MW`WuhMUTD|!$MM~X%{>q7c z@X(vNe_8O&4!!@Dun#2!lAJNL<3xl^uOqBj<0FbLL~Y2sTK`2h140)IGhHTax=8F^ zl!9fp<6fJrt#6!BBlPKY;Eiy1Jyz{lP9y&&lS^4z^1YjDAydtL4vZ(Mj#(_AaR76l z4nOI@;6Ak)S@QADijiPbwsm$g*wT*FWC}(DlYcy7hjg=))08SJJ}&rH`YqU+%yR37 zSoIU`lkA~yX`+ADTt{nzY)dc0I``oW&&GzGr2pS;Bcr3>A;7U;NTvo9rBlHK}d?y25uzpSVV z>KBgEGDdcY|3yjizXA^b51%8fZ z!7!+2N4T1#*nOvfu`eVMQ#QD>BFkjIGhG7%7K~Z&#R=d^&WP6U76TY}uy*%2f}qHr zcGO3k5SBBU)=*RLR*1|mNRtl3EzErra4D$CGa6HS8vW;JxKj``LrRrK^k;j26rbHJ z5Ge8EY&*{yAgVH1i}y$HeW^I1auih@H;Fu3=69AR^WQ`U?R0xlW(+JmkS^VP!&=2T z*3!$swnvi(og7UbPaw%Qr;PK7cKNg|k;{=;e`QHAPtbnFVp_h7vLx6(#Wrb{Kjkqy zV)jk&M#4}DZy(}!&WOf?UGZ~R4}wYbFVSilX#f4<(LTZ)W;&#)kP3dqm8IV2o^;B& zvkDmrT~;kX>C+iuf5X6fh2iC>ICpKNZj)@!;z?E+=6B_priBR!(Q{J^*7CW!>DSLV zZ3#}^<6JPZ_cy(@fYVClZBihK?#&g|LO+SOF7Rqw=FcuVvC)lR2&MoGmA&98bO~H{ z06s_pS@6$ROH*IXKu^+58F{g642FvGEWJ#ZB45eoy0AM*mHeT=JT((yJZpowCAewJ z-IePz6sj;$7*LSt&KdK{Pu`~`j`eB-{Kf^ zl9n|21nqKe?QA3bt+Uo$)s=u?mVe@$@19IB1^nB$ z{*WjY#qoQuSHr-2Vir1aeK|bAxsojExmccL3TC-jt7e^Hk4Qm)q^5>`f%=F|k8?T2 zs90tH8CB?jnQJBz*sqtkx(v2nd{m5XNXn_u9218$7NC4wB0u6hQl)yV;S#)SsGDV! z(VZJ+I_k`2K|2#7#P02GhBpSBV{lbZnN_QGrX|bGpix_isxmO^OGPk9WeyK}{4@0U za~+O?k!!X6u@;8FWKN9+=*h*S7?}l5fa=M>R*Z1+T^tR7n-y2Co~%vQ>NTxt=lzEZ z5U%L_Rg8)9^IbKox6DAn2_Lgrdr9{ELcv_g)Y|;eV#<^`m){}YBtHyKo+Sbh7ei?w z@5Z+=3>yWGVGoMz)XK^q#ydGaH(Udraf=N=wLO5Wh+>)+>5iSVHMB9)BBRYX;f=Cd zurf(EQo+0T4mw=w_TSl1*8mLYKo@qgV@s#q-qw4z0`ll_6(urP{mrhsA!V|z;$mc7qe#)L4?qFaRa4G=2mGciLZp zDR%sQW8eiombC4@xq0OkVg8gQcrF+|y8t*z%^pQak-&A(Uyj~Qr?~Q+BO@}Q672`* z6~N2sp_bNPrQjDX`NH9n`8nzni&6vbId-p)mAPd!p3+GsxeT~kmMz|nhH?7o1ZP@8 z9|Ns}`b6uzWOVNB=Omb3pC_}{_4_+KYhYc@dmTZD zqeZ}BN`9QrfhDnbGf2-arUh(jyRTVuTUKB=X!jK~UhDzp-hfe|M~9C>216UtOK{Ha z4J<$j*AGtcaXfgdzpC!7qRccfK?5_{Y&pLpWS_gt`vmCM`jvgPd0(Nq zHQvYE3}%v(oUjM~L>9660}RI`@+W~HbDJR&#D(QBv8px#Pc(<2QUdvwITgB5=jO%u zo65(OU`X{?2Lm2X>Z_>^hB}>T(zUd#u^Ex|$%@b5eRrpSrdDJ(AH7rq6Cgc0Q3Z5i z$y_M4jUWdibp?uaQeXZd6W?66nzEL|d=mTMH%SXC=&&h>J8K={=S-=pTBHXeoAgvL zq9n9M;;7Fq>;DgaNijr%;8+_-D9yico^XQGtA_dnRx<&>f zVIu@mLNEreoS8i8noGi=p6!KPSA^|ayUEOD07UOowz*7I6>4~rW9agnf(Tr)4x>@|BS<;(E(j_7&Vep3?w8EtDyLB&(xE>4!IYo6mg@bZ1|8W4 zXceV&#I~=c^J^0JSTcvwrQwSj|PLVrRUOzUI$L{r3M8gL*+i>_9B!Uweh}r=ILI?&+ zt0fqe0)!hNa*bfcZKV*t&x?3iIS4?Tn@3C{+D8`SpHKRbB^%#1lU65E zCyEC;J2elUKC?OBJvdnsVExkV^GnGdq!2_2+xB}*NS~>&^s@J$oRSTH@?BiIn`&{p zJ^-{H3e+!=@5T-t6EI+5k zh#ab1YOf1}JrELl0ryCYuKV=Tc*Xl?@pIx{Bl~|bU%)8S<{rp+22p?m!r9%5q!E#k zme}RKRgJJq!xo642dp3t0iaA<_WlH=>G1?_8~la^avVf)|6o1Gd&h_-j!iy%3!K{#(A5-aE`-bO zqM8ZdrHt3Rb5?0Hc{a|-=EVw90BeLOz~q09?zooizY3mZ_#=@gHWc)d^F<;6b{rH*KO7RjzYl%#CK?v{we%q=E7VqS+j(n!9KKMBX6t+690#FTnLQ;v}RfO2)qo zI74KCKmq;2iLFpo8zrA>T^#dGIF#`NIXP!IH{5ErsRyJD;3*1k7C);9iinIZQDN6V z1Qv? zJBIs|^l(Yfb$YY&-2^M(`3PY3{HHvhgf7l1!C)FBz;}16VY)~@x5Uu^CwCp`9U>5I z_s5&%Yahqk+rMzMOK!LFbkaLlR=DsKC2-9EMZUbeyjOnLPicmgnYjaWfduq$=BNB1 z|Ly~4T5ESKXJ+-ShZ$!!e@WDhi6m2QF^g_u)BSeU@Op~1*K(B>5#?oNfmU5n zunuZ(Yr>c}3&3;a2UsMxLsp5(9M?ioHn)q6inC1k7XZT73VwgP;H^a_j*?=aS^;FA zdfw)pGm&eaUTk}1h%yS3%NE%L5P+W4UzvVgty}PP9rrKB(_*1B(ld2i@DC{oFP&iL zKLZuk(|M972Apx~Gs6ZRi+FO5EKuZ(TZDGbn=KG81+G2dZ8;P3HXy!6UDHS|z$NyY(!07^h z?PvXp*sVXHnwtM2l+DM^&aO|@vm_+REIgDp+S&p*G>5>8^25ni3u~VZEx32t+1dK> zhS_joVd2B#x#Rn%Ljq?s-$r?W;cnwPPfv3clf+xRRIUr3#p2l*`QZcE2nNR6SacHK zb9g9@hlc(-I{PwCZit2mW+RO_BhiAOU?29hoNC~K7Szp0pAGk8yT-@q@lh)ac%)0O zSif;SDAG!x3MCFdeh3zg^gt!Epy*3O+^kdW4&JT?KxF}ML8VXDInMsxs%;+$f-0K; z&?o!*p4_Bsyk@m1yQNALQ+aceXPOu5hV5{!mM)LCd4y*=Y|d@im_H5u2PgsC0Jd5> z1?ju`au=_$+QyUA#=m=477ND+f%Mfq zX(~ohht{pr{;hdH14M7MeneXfR5nn9G3&iLC`jaM^x)9J^W8x3<00On1iv~!xDX`f z88y(E68~AlHKdAI!l{h;i>A23*ZFQuNh2x}h<}GY<+%c)|RR#2)A}3>(sEyaXM;#c3sqA z9Ks!Yz&=J}gsFbO4!Nrkg--hIRxHxl)perpGD&7@Dn+sKeVEwq?@zK6S$G3R>gKXq z!Dd216)G_$<>#+o?;TqY#kgZ(b5CE~HuM()RVbKO_6aF1mw*9r3B^$(+8adef-jJm zR1@C&ZgPWEa4zr`LI&J#5Jah+CT)iuux<2y*-T&o9(%^MPSpfV7ud9=_{ePuzVx`< zJXx?K!q-a4tGAQt|G=EiK%`BvajoZN0YwjI8RT5p2b5Y~lC}Zz+&&Z7WV!6E=>06e zb#>WCle<#oSp8mQTqv#?eDn%GdfU|)-G9h%75p6xKvCx8RHCsJrp1(;z}VH*Mc~mQ zTm^-%c7R#|1i0F%lA-#Amv5_amimEAQOj5H-PhJMTl}=Ov=m5%kMBL&_a(3c7s-*u z(0n9)6iCLHr92_3>yFeW6MB!mcklLSIZJ>bVNETqKa1V5C^XfY`#_3>72&P11jvMs z`WaY$?g>%W6D%JV=#xbq+gFG49!N>qw-8ng-@%tmkb}&@$yr>2!`j9*qPk05oFpo# z+Yk3ZXjY0O4C%>ryrf4uYy*~CU$R)XiD=L6G3qk zWhNc8cMO|9`LhIgEzO%L{cvT>u;ilO^1^03tvGNjoe%C*xyRX@zJB`0Uq@vr_fI=< z*ukaTb;E4(9)hq)vMHX?tzU`V(-Fa=g(M{W|8!R z8{TwDXGaU;OoJV%mdA*$RQ(Xu+1Ugk38MQ{UU^K#eNH^RtXtMcp@L!WT)b`^Oz_#3 zI<^fpQt(|z5~(h#PwWmK+RB25|W7zcAK9gc;cloBXLD=GYU~ zq4m*)6Vi@;FyLfL2_@l6rhXijAFFP?B>?A^pQv|R<PwEQf6HY(=;;GDN zaz8&n@vi?P%;|kLZdxyfWyGxL{s)R8XN5!0J&3H|$I`F8m8(N{lDrTM$>PdH^G6_h(yk(si1`>J-@ zVY~@Fq)P5Ft}T17MmBXs-85tSBg--~FAdkh=W567QX~9!>v<*aMIYo|Hz0NYbd5O{ z^K$5MJ)MaPn&G|FaYtbC*nL}3h^j|OOJhaU!gzeCfob`J91}>axolW}H%#kyw_I>~4s+j&Z%ARmAnv>Kt znIVdh`)jH14IV-SHs0-m>r>qXF}DV}ga{Qa>#7Ks;;&#I2XyW(k1|_0B#bp!8%6pJ zablTRP?abKumjyh+@wRrQg`>(plk$RQ_Bg2tgLC;7rPIr4N88vyh0w76KTj>cTORQ zQ}JHxRxY?}25F!g>BU}K-NhbMl~6L)V4Qm669&lDYDNawpYFTWI|R3az@1qR z-)I)6zMOan&KAGBd@V9{d-+<|a>$Z8;zjVoVy%n~?_5GjO~1KX0=LSEs{NkF$qirL zDP+XajJ_Tf&2mzz)Th3a zR+V~_cW7@>`VBGp%<9g+f3t963e*tQ-4yGCk?1|_kFt}HHOp&6L0=lBp0ioIQ9luo z7BD=16eq;oXjHsxQtuX`DtWed3jrmAs)Lqwc^Rwthb0l|XPX*WRGnl<98>ewXT4L> z?z!{#_;d}#ko@_!-?c8AeNsUm+Af>;h-SG$zdbU(1nS&ko2lf>>8op;Q?H8$Oz)LJ zP3AfhqxVy-(Ko+}{C*1>PVgz2DkEqGJFTk`l@{!qQSmTIW>s$C$OxC09S5;qL{Uf%s?YF&QCu)lOX}m&V9)dSP_<}g zL1bSQSFI)Jwl@B7F=9fNdJ5AOGKVedr=KWtlSq;x=~qmh&POC~6d9@<$fC^cg6{%c&c)5Sg6eYs)usC;`^cwy6$cGFn13l!R44e z$<(MX_ekt^hm85vxj}Fm_Em znkX}TyBRR|1je(dJTT=Z{H5V?*`;5GJl=*1622)4_7{>#AJktM@0IjTOA6}k$&MRJ zv*;Utw^a0$2kemxq$o-Rz()DDI;gp4ii#IVQ61#V$I<6mH~DBS78U9%`ug9x#-Wqi zNC$+4X&kKHUBzZqdk@(8`_E1iSVdHKuDyx9r>N3J47I1FkOeUwZ_ba2Cf3Vc*= z<;T&|(jI~a!d5j&)2{IV)Rh7!@E;S|TnAWs zAqN*J=V6c_w&z4&{rDC>d5}F?`t8n+Yck7Karg!_!|E;{8t^(m`lKYDVxWs8+BQlK ze0$Za;X72_VZ4kWTJBsN-)ttUutiilRU0K8-y|aNU(55qg5RePL|IjCCN4G6eTKf+ znr*5(-R;S&cFpRusVsalPCj?wx;Da%@7F7QH00W^jhU%(45qxv-6HNN`u1MR--aaA=4-GdxRQ;h-6QEpxyD9YEAZ3a09wkjw<4##SE zK^*d64Ei-{5BQl_T8SWeb#i%^KwM@yj;t`LU)_*a!fId)76G0VczM%5XWk^4pGL(t zV;i+b_d#Q*sjdAN&yN9=3zTNZ{L0h3;c_6u+#a`z{zJ%m7|86cp~Su%z}Cw(fKPll z#hG8gj@`&rE(JdNEHm(9AzCiV3q(th{#Zmj=7~hvEUIu1XO!~+To3T|52sqrj1T=Q zQi6`I{hhvcrr^?}oD&DuDLo@&WzhAdYUt2_#q1ZTIKYhXLYNF_!Sji7Y!!`d=fl9e z83%CIM$e7*^z+qpeD)5Q*)Z@iU+&pNic=`zlU4sQTMoA^51W$=FU8FB^B&fNRkc$d z4ab}2mZe&>t`Nbn(3had;3+4w=liu*9v*a~udjpaf!eHKT3uh~`)6W;kF5DJ1E^LZ zg2MhK+KqUu4j)<*4SMuG&jMmhz4?y{CQzMrz_q;wB3m!si;J>{C??(<{(|&ZvGem| z!i&Iw`7LE!&+@(f(Y2x?Is{#s|FPXacFOvCQFV}i>YD-V_E17Io!GPsA?OCdgN{#k z(x8qDvAr0p^H+)Wm>Q^GiM5^UK`V#{B@dHZju-*Z_5<6yt2oeO9>at92{JoA%pFF~ zwH7?dYdA*E3jT@qj z7C7E1w+yN@0G|VSnYZ6jk2&$Dh@Upqb7;on7_DSc{GEs3FIP6SU|dv&d{zt~l;$VZ z=0B3>PHn)ddGy&k?`{uOOf09)zty8eB@<#(NoL^)BZ52$0~dJ9XRL7>&vIIFo2Usj zJbnxZ<`&?&TSA;^Qt@es;*MSM&O5R11OndO8n;6}%!JTyh7;fZE!SBM5T*AEFJT&K za*eu+_9Na|Pu0z+i8MPN{E~BD*0fQv0M&E<&ce86;}{0l%zo)9h2%5+L2xl#mV1*l zRkC0ebRkF|P)tCt8_6h^TcWLtEZP`r@V%k%FMI36js1Ga)!V5}Ct}O67cVXWtjqLj z8mcGx>Muo7+U*LZcH;L@Z|)5W`hr+y2NHp(SZm{#5_VXBluQd&nhG@Eil7qh?Nw<- zUo4D&*J*7a(L4sI%*yX<0C$SR*5Zl>JQ$h)Y}Wy*Wnd1U!^1Gc0L)bc9k}D=z-m~k z{U%Y+Xbazjs-4Xmz$`OhLf5r-_wGgY72SdLV)bnesV#Q#^$N(A-A@TFWW8GlmZ85S3GmEx^K3}#ysx#zDZf#kapo>qBvigVNJRK{5 zNG5*$TH*ipoQ<~$;BWwdo$4&}GaREW7U>57!&I{WSScMsGi(pQ4x;zRsBGCnS^?+= z9=uP3&bPGrNRa(lX@G*@(L3MTViR&w%gIlVvn>~{vh8{uWcPQKdq!Hq*BMeb1G+6V$@K_oRqt^Q<`wMXe>HP1@%?#_>2zepcHe(XR}Yi`sNB)O6+ z^}g6#wW4}QT9LrptfB;9B5YXB3v}BxGg0xPDuu@{yo;v-51w$1y`RCTBVLkA`fu@2 zq<({TZ^|epGK+_-%%X;$HGKchcb(x@&tMN5F4pTt)9$K28i^RI?oqa~I<0Ymgz+Yrfv3zVexf5WgU6}EmErMn;ZM9zkcKo@mSf~o1{ zq^2Bi>E>7G*;rHyAD0ey?C+sb9&@93`C8WgJH-R*CXN2C&jlkrzBcVP-=O|GEwX;L z%l&A`P<0B*QqpTW!;nKcz}Xv}%sG~J{9E8qN9lx3qbY!UFZ@7XxXDtm?%nnOHurQU z5C5O;K8s!VzlRGM)Pv~Ce-D0z@F;nO{~T@ietjL!`U%%anTqQum(cw&W5}k(#2F@d zZ8q79H67EeC1CC5W`%-(*XFKFrYa@b^>U@o@(m-+XiQnfBytw_$?nHRqh=cOw!K$V zMTey5Qm7J1#I{Z+wj?ur(ImGg6k3~F#;_r(HLGsvUz($GupOyHA*vohExfSJOc^Ix zQ<=YBP5!xmnoLw~SN(?zFfwIkTxHWHxeS{o*5a;IcDyky5_H^FbyRuNh?8VW*T&o1 z*tsk%D5q!>6=qoH(>V~=bkb}2cP*ljFnHx7^oj!Y_)O>Vm*~1xf)84kW@LS37La!w zy9@^@xfoGiW-=zECXKM3ky5{&AStvSvC~(>)g6X0;+YmxK1t8=c1bsQII8nzgR2(9 z+6QRv*&^!K^atK(!H1mczGiOf+ppKcsckqVxnq^gzX(0hZ24ZoiF%|~L4@28sieL` zmJ@ut%s3u5_4f0?x`(9cmuV^6yCv7|l6`Z1n z{(;Y>)N~Cvd>W>V>x8j^?)I%c{W}l<;29GlXq;D`qIh?zs)Em{p7=r8_XhQz2v~=2 zB4;gslFDteh}E153mKu7W@k$I7Y*LtL@|^RaW+(^fCJakqi9cCBxGJv+1FDDUB0Vw zzz{D+g&gR+xinT9g(55xizic+T=A|W5W4V9TQwHJF2C}5obS_?abS+sy+;=WdE{guFSVqmsX;crA!!y_d()N4SOSW^ zg1WgXYDvwQr9<1ELe{#^wPki}P-E*Zo(>_?^RcUy-zg{-#v|s109RLc zXLv~~+9I6_v{(Fm>^+*k&bPWs>PE$x=)iX}nPkAzpiYHq@m&90wYroHUaF1k{(0B4ZI_ZfnLFIs#TozYF zDqUJT{kvrghP7=U(27j8L5?pO7*u{5^7v$8n(g;PP~x87^AO8dm_BSTgy>9RlEox{ zAdvh2Q1+H#QFd+EC`gBtbcaZXfOK~$rIe(!q@;AGw4}5!Ad=FZ3Nj$w-2)CC(y-S& z@AvKF*gv;_EEw*-*L7wYEc4ZKM?U<&LZSTgj?`HwvnOYc67*pdi7x(Zyt8I8+SbL1 zC~qc%>%+9Mw_KY!lwJMTs|!qBCjLee6c@_ocoyW6mK*PAEF!VhcY^_V2ssoNlW2mc;Vtakl~7)58nQMgVMYew+<2pCuOrV-sbZIs_wmLd}j-HFGWq&`dN8 zV#q^eX1L)wR5Q^Dv9a!dtTpjokJjlJJK9EZ<`Jkw{_;56m8McoqdF3U=6M`QX5~$6 zxk=pwxFTg`(TaV#rB$YMhmQK=ZS5BijyPHL-%M=oYL&j0B|rtSmvat)bX!OgtEd$# zs-)HA-py-|vT&n1q|?HORv^wzmI?Pclf8qxLKrv1M@JUzU1CFK)JU3jJ^ZV8G1xsN$1oIxyp^#v z5=CXEVrQ+q(eyB6)EypvkIF0BCu-quvr7RaT0>@4+SZA|B?C4xd4rxqr|K+W7nWDu zsa^lZ_IGNGyuFQ`%cGM=3tV3VS_*K-K)njnb!s+JBtUI2hr5evs)Avdb0#`Pm066E z6(SEfZM$tk1w!`J7{@5F96Z03{>#gc*W=t@e{(+8hH~btX;9*y9(oTDQC@TsShL4T z6|z!vzy8}(sb{hJ-D4aJV4(Y+RMLEZd#{hgCkkyumQHG({H70UvKlPYV|!T=(%nq( z?4yrw+v31^0l;12cJ z5R~cIpU%R&s$|i@n+;QiWJPS04q6XI&27shj4{hkvVrYnHAH0{h?m-Wwp;pV%y3b$AK=$L0 z=eN4{6r(%4#IsFHA2;Fv$LMa|JMq4rS5)-9Z)(ROKp<`}`=$B-rI|qyt74}}LypR3 zrT7uJU?#GbQ|6jL0>k_I7{pD(9*S^^(0h1&1-)_BIk7l`guSiAw&@l7+g6T6)#6=`>n(3U-R+P zBe)*GX-a_e;wv#Gy6e(3@>%)G^(O~h1u#O*f|e`b|3+_k`Vd5>wI46j$`rxB&{LA$j$*12mj^qIp(woypqA0c{H+Z&j&ms)ok( zum7}vP_q}14>Xt;OS-LEwLj^99zx#*iV&@>ez#bfO?+aFahZCfH;0UR(bCo;ykc7c z=Hd^CZp9dm%4+XVjQkld9KhqDxVYE_jE4xj#B?KO5+}=EILuo(;8qx{d{I_}237R& z(d?-z{?G$V5RsJ$VrD|XQWm4GW}c}b6-+S;jm{W}xZ;*eC>dw7cH-_k1b|LHl(FZx z-SM^#a?faz1j>pvL?-K$7T#|o&hqGZBr0=s!T(^sbx=@(6R<`Wz%bFw7gV5AIrSb) z2gHc@jE#xB`?@z@1f1x9Dn7@2gwT*&o|Q=Dhb_w`2z-%jVRgAU*H{%N6(_O$WFyQ|2v7}7$eE<%|UO!eV z#jl8cLTCdJ6E`xcx%4X((w-q|fD$6qBTc8nV&Df2KXvju7Fo zFc49*Q=}y4)ahIdnm!%+-Ik^FSC_{E=7k8IMFh+OnGf4bjG$eWO!wGvYDqtGMDj$( z&C=n#sAT|Kr-_mGR_cF|4xr8FEe3AJ?GZ&gKvVm9?$>$N!Rd~Kd4u3?t&|~ct2m7?AUo-8G8r$)7V+RQ$Ap~3mqYi=#AU4AtT*IcNntZPX$Geq;O7AJ z7=Wg{>UnHrV8Sr8Gxo!x-@yfqyjg3QyYiUBN^x3AQIS_d!g1@TI4~u7oqp+1jIw0Y zr4+(sPaXQQ3!p;f%vikEk$uGA3kZ>T8Zm3JG$(_a12J&j1Mmd->5OKj!3EN`Gr%Z; z9$+uIm0)1J#zfQPgM(-mwaQRU**WHZn#YKlh(@mT`0kYGTv7gt#GnGEdAiCt_j;4> z!kUS#<89y2P^>ZI<~6kZ1{2Vw(HS zf?1s_LA&fU0Ld)3-EQI;xcL7YnQKi+|Ae$iMBR~;Kduv0>jv@_0I@MZC@cqSnHoGC zyn05nU$JQ{5%BO2$_%LOfpluIKo5{&)`w_Y1e9Qk3Oe ztL@eme*Ka1hq{Au8+}i`T)Vs!rOr-MTYa0#eQS@)NaTqEqb6!wHrIFk=4=Th*|^P7M?^q0ppzMGGwKa+>d+30e0G4Kf0qBW) ztOXtyg5BKOUv!=Up3&zgmqc(X{2%YyKetH>P}e(wMJ|0tm1k9pqRo-XE-GR!1uU9t%CgJD1_t#!Pt7#TY~DvCDALUUk<5$1=LP=%saInrC+`nAI;h`tEt8 z=_qqBJ_c)cL&$KCqhBiDLdZWcYZK_EI#NI}K<#GHC7tBfDAO0nPi#zRy^X)r{bA~svWA0Jo73s!~%_#+* zD^vEL9~P%XtdC^Ge!I?A2DJX`f>|z=ydEFevFh}0@RkJcJg_c2_gP8<4+jmJks6t6 zxeKJ{49V!iWqy-yq5bs(GA?)WRfoO|VRP7qsP*c!VnII{$`e<-$*IAWDl} za#7u)go6cO44l~2&#YeNNW}*AQ`aZls?2V)6ppfN6QzSV4MpmBFHu_@;qRo`CKLhs z394&!2mf9h2DPw-iO`h*ZYusycgdX@#mzHCOH0Olj4?XV5; zEkKWg71*@0tqTaivFse-&vNM@whk4%I!F0@r4o1m>>BHBKb9N$U%}b zlk3*321M{L41&DTsn`QN^VFEoTWkauS9Ucsge2wQP9;r5tV}}A4z>o*wxeZ$F;{y# zg$W*$$73Zv5_*_5hXie2*&#YNRedrEx~gR{CuTQa)+*H|I+wU70= z!7^Cj+lo24;SB(HH#EpdNgb}lN3z3mVHV&81>LIIx8&6yY_(~Z@h`reb+X)@y;8Jy zo7Jt*MQDmyJWy0jd<$OlwGRD@68(&^pt2&A^LBZp)2h4EE+<=rF|0a(4Q^8L2Z?Tj zGQe};#KbmdXjn_2-LfV7{3va;HuC1Ci!ud_p zk2|pC0y06uNI@~vB1T?(+_cjC^8+7b7`~%9es=97GD>gU|I0o2ApaMaj-g;%Uf!;N zehJ5)Dh{=-qB0MnHvSRygc|n`hiENgdWKne`X-4UKjb2JMZMWt)5Fd~&byd#!TWi1 ze#e*CgU8KFAws%LVT6XxKR)xf`Xv%Tqb-%eI;A+!S|o((#Q9&}WOkf9+?Bm`-XJk-LI zLwk5g_Hz^ifG}XT00=Xcr)ts&py^B@~X->rGeFY3LC(@o*uI9_N zaJ^!Z=ZjKUVoz0VcsUeuABpnitTSk=zTB_H3MG~%tbl@kO4QdfZ{<{S+P4$$!S#a$ z(g=U;e225OuZ?$+=GJWOv zB9$_c0M_Bm0KtN0IDuA176T(bAX%eJgi*$XjbDef%G79LNxBEZp7L`&4Xu z%0pHAOVZ;;&fedLKH)VaJ+rS%ES3pf94p8SsTSU0WXbFRM8EEpXcxd%CW1!|7tGQN z3k-I1oKv(B$BBkGO)qLMUNmt?`NwTtqqxDN0nCn+fgLky7MhSY-%L8eptkfl#&ank zex%T5Km|I}_IOE&vRJTcTLj8TK(DE0TH#U84XbLfS-~@RA3c+pVS#9=&TU1Xz1*|a z(ul-@$Da`Q)JdHwcvt5Z{*GPH?iV}X@(F>nB*bGEccBge%m;H`KLf0Kh_~m@lTk_Ih2qY`@D%I0 ze1d1X79yop-ZjX{T}GG_(X>SqHPjjSX%LgDw|U49eQEgR&h3DQ< z>kMU!ukrN-q)T8?z<&iHZw6_abooZyZ+p>_=@+>80|D8Kfln)6HWe}*?PltFNDB zI6%Ju9k0orNmdh1eyi3#`yOo9R2g_+b=n*^B&+LcBGw@Cp__lLdN=YTBr zC!+VYB{75nL*uU znP(I&S?~nJB=!UD&!JhI$M=uaLJ4>|0?F&!5pNpBuFWKwI}m^ITtedU$f-kr6Jo^x z*hS3VYI|ux{5~9nUIF+I3Q}qUBype#DDpxpeznG;88&i*3T*ts-|G85nclw3LdU=Z zlUSG%P&MD)a%CNM=j1U%b>GO(GHA|reN2P zd^<0E|AYVdYv}r|K`wtFf@$x(F6)dzWMP2W9vA_0;=P|wRJ3j#oeaY#Oe<)8ko*Y; zt3%y#%aF(3rln&W+Ea_VV+LME2HHAG#D9KF6A?%7NYBKZS@I+)!R-Be=wB-nGmMOe zjVoAQzyHNjq)ndxbbwyj)NtmDm!ODaW)*Y{{Q`mt6rdPPoqAR&v@YED^Cv2TieL1G z<#?hOt?XP}MRaeToe2Oe^>O9RRgthDzdg9Y^^T{i0!ZQ%d($||j0*xM4L2^2H-N0j z)6AX#z^(g@EAfah%m$`8ja&yg&>d{Oau~f~xy_5iFl2iVAhZ7(O`;h23x_F&IKc=R ziJ;dPL98c25EuH@`+^Ij&ry{PF=RzVyKZCz1Hferhy`9qUt6@{oQbLvI zc`Rat=L&u@&}{dl@l-hk?GpEW7`OY)4s%s0;eyD6bRp1?oB$3psi9ZGHNVSCcnmD_ zeAy_i%hf(dYTvgMVdMcSa;BK!rE_+*86a60b!z+o3`t=H-h`&AwMF6Aqo08M2Dqa@ zPAN`DUik|fQG?ybKcDRKU~`kEXn#CthLyi+k$gXkKxUCW_vfvYsx#vW=5pR_?<4jI z5rK@XY+YA7&(^gF&UFj)CvyHLWT=C+bzj4I%AlbPd~=EaI$wKW&t(dqVQ6S_tWfC~ z5$4i>(yjlME+s)bluHkii@1X4?W^hoQXYJ}8^P$|11!_e**eF8@SR9{7%CtC0dzB2_ zspx*uqfcrE@_OQlzi+B!pYlI(?;9#1fc+i+H9pHt21QdIMs~5v#MsZP4yLSI&J+}* z6CfD%p96e{D*EB$Uk6gNvB zXOstNNw70*C$;1Z#;Nao+xc35#HlS&sj4Bt(SmfhO-sq!nYJA&sLY~-X(4uSdb3n( z+3x+42c%(|CH?MNdJQl%<9LGY^wL^@8)QOgvEZ-4PqK1B~3;Z^22s9ZIMp)E@V+gDUaTLoL6c#4xS{UeX6L+ z9Q&8hh<5L%z8z}T8L7j!mj#TECT|IqY2@UXUNeYlVeD6j+nm?xN5O>`eQ4vFf?J#z zv_Fk%GZ4R2ra>ZzQo!v3C33Y`|Jya{|FdhUA21f1iIq_j!7?wAz&8CY<~kCU;YJ3* zMh2eX`eXj8UMr?_i-b08rf**vl{7h~R^fcmuVKnxSQMfN`WW7k6w+|LqjeMhhQI#t zjy#@oufLP}f%a7jsf&X=I3Q}~df z-Bdrhm8EF2_Kl7t9{HNu$6m`%dE)o_V3Iw3Uc#eRZV|^ z<3tAR2C=k4d1Ywuxcyk|fq|p;(fMrG5x1ADbomdjoc%hc2ZHk_^TeB70{!~PD=W8> zmJLS!z~9TfUDcpH5_Mozqn}eK1=OPIk;LB-qK%Z^#&{`tH<=znwhlf(jf_@q zzC*u@Yg<&I%i-nw!bB~cm~qZz|6NFYWQ1IJ?8X7tFWq%BRyWFT_C3=j+kKjk%KBH@LcpdeKG zKR%4sr&PtA@hHu604}RW#!+2RIkJEuo z=q~DrG2%&Qe*3)vQt%uJ$0|NYe=VLLZ)y` zy58_l8_$2VF6M`WAhL;raP4QTCC)a@b;E}QKY#2NRdaGWlSed%qNmt^Q3apgE;Is= zzd)W>j^4xKHMBLsqrdib(9|L3 zWrs6{6uDTlAfH2#`fw0YPxi@U@@C69&T}%}>yN-x3Q!;4eAs)aO=(lZGkMpTOG8NK z7C29JADdzb1{{!RtVv(Hh4=i`&iRz+@OO4+6hQk{ma}*>NpZ0GDC`aK~5CKA= zri*vR!6BmBLCo<}TPB)3S5wolkP>}1_Rs9w7W7W zAkibo9bg8AW19baLB=Q>#J>F6n|ZnJeCx8E%egmULFq^e77+CCugB)d?@E}S@@SnX zjGN)akU*2b(Ciz9D840dnFB^g`8p zXnEijy*Ec*w^iWe(H@Dg@Q9zsBq;=_)akFH>qwxaUihWFM z-{RXFS23h8yP{O_yUdj_EbVRF^(8;#=-v$vCke=hs+S4xPA^#b2H$ckuJ}O8VJ<|N8xOXmSu3<-qs(RV?qiVzS zR%tBB(Uw6oTAcN9D@T&WxP2~XUUz=U)cd(ZAmesuT^epnK>nO!%@&eE1l;cDJ`(=B zB0$GS#X13Uu2QI6o{u^TP)1qQJ`I;zYP&#~!~qIAW-G1A|IVarYCJs$#UoF~9Dq8& zD1WkL=eGii4$R3JapmAVx;Pat=Jy-+yRbeStQofhK!E~vL@f<FaVM{b_UAOmHcf1KBLlgnA;)>Yg*kf1Z1` z4H8;jv!@3Cbt&c43tY;GIJN`B3|(&;jCaRb#GV}eg!+o42URee=#MroC2ti;kNV4s zU)Y9t)KkbrkRm>ID@8sdmc9`VnNrJ45-A+>X^MZL7rYv>8H!=StbrH+&Ae>4|5&ak z`FUpShjEN%MCIPMQ|W&x>>fR*Lwm?MNAF({z^EE0e%D|p3I9!Wn)N*q{pj9 zd3)Tsa>QT+H~qA0%Oqa9)~mFM^%46hHH7q;F@x_-g*k&e60&sOzVqb~eO(Aku#jU1 z&4bnLuZ%!H!kb?**%X=l7hPft%;WmS%G{U+qTlN?AFm=I-@Wc!{W7Sf3Q0aMp_Ujq z^%%kk4eXjFxqCx9Dc9g}W@BK5qAm*j)~xA+#Tn{xBsxfIvA@~Lz_?-eF|wwE>|_4d~Q*n006V%bLw#y9N-4FfxD^E9GgKMX=B zBCHMci8Hm&)ip5JemomfY9;uv^Cp+v~A^dh;<*K zlOG!!2RMZ z0JA?Z1_QNXa7KW)5th0e0;d335s27>)sgCgS5t5gg!=;lo;W6aD{0UFlQw7tMqW@$ zdy5l7U;R(a0sR=G-OPb8EED3h#bIja5nC&6ALsDc1Ot=7q4#k{ybK731dvEXBwc{8 zhsPt1@V?(#xq!(ok6F)i-r+4$Pm>BakIK8tcMUetPmuS z>*4u2%6pgDloHSEL>$bgHwUfwfEaIxFWRHs_lo0+85+g~?@@#nI&dS9e#O9a4^cmJ z_;7!C3@R)rfDeAmw(G*b&alEwvERtr+WH7cJ@CObEKRHc^eh1UQCKdcouLB4oV=Sw z*wJ}aAk7DA;NoM%45@@XzJA!}%HpnzsA3Kyjk-l=6iLW`)B9rGu+4jhXO;N`f(hQP zLS41fm=j+^GXDj3AC!`p}YLw2Y7Pk^0) z&JslS#1Bw#s%)o7vas)2sZr=`lTY1mZ717VgT-*P=r*!eNO#AIa4E1t_I%yF0j>pV zRo8*Vr|0ng;P4Ueh&H?L?wV?T8*u)QZuQm;2T~ZSMgutSwpZ#F1yKhJ!jGh(mT!Q| zmI}Che%-7*1hj!v*SbKso*-n%R~Zo@dJN(5#{#N@s>*8P3BwK0WF!p?d9|;~!U?vG z6P^7ws4j=SI#3u|(w{zlGCu@BsQ-2v(LW1(hNeqJMk(4LCZ!`7Q9T5Rprf`aZw!~_ zkyCMgVYaX?gi;B_LB=K|z~-;QpP7D|5mqg&OmFxNaEukbRrl*k*K$ZkPUW zd7H_eZ3V(Ags@f+^l%a?&uH)fQ3J5y1H@WWX7So+1bo5myYP^9oA~8*==v@*A-@EAwVuNo+0Vq-=$!XTa@ zs+okIP%d}}NVK*UKq#N6r2-a<;n%$;M~6Vl)PJzl${^48EtxFreGVtxyQ`XUmt*l- z^}k1Jy$FTYdE?!@Qn3(7-T@HP{C0vJ{u5{%pSzV*lAR@ z)iYbhhhI~AjyL)d`Kn?*OB%V{vQO3OFTH0+VIbWA7i5)$!!k41A)9V&wvK7%2smh| zl}!5!o|BZnxg;Hsz=+?SO*Ei18eSRU4JAxd0&hh~inX8}!BU&1rJ5g2V&%sfhO=G| z%De0?pWaj%!)LpBl}yHX2d7I90z;gUe|#rcQ`_1UA`=C_x*O)&D3)G{R>NK70ap$)J5h98Co!@|p7Z*LyC1E&YCPR^!6;vio-`jy ziv1{Pk_a*zT4J#m)38?Y_MnUB@E$ETKSp~X@}B^}L&CgEKfIutHfJRKS|t8@olllW z_RZwcmp@fKSzZs+m6~G6rAW5Ym>(&-=4itI6KzbB-9=*j_a{!(h@-l&28_S7lU=dlU#zWf}# zlVi|F-j`^egJHBV!|t$)s&P4<=2-W2A<_@cM8jOBlKP`g1aL#2_fGM@-$PC8wXDdc zONn}1QJ8Xw?hncQv3V$3k%Os2WpSD14=_JXx108enbJg^`7FwelMvVr;&4{BRXC!$C0SPMU`ntr%S zJlpsnPej0qVuOzk-*$+U?RDU1C!U;(4UNBcrC<6m*#yAwEXV>AVq3`7G_R9@BixtA|wn$|F;jNaIint6-NzCC>k`KRwqe*)Pg=f3oPhCImUqsp!^B_qk>Jfa-6{~EoE zFmJ=GLJkLME4-3a-d~y)82@R8cj&IWMzAJWe zf|+r0EO{++{jW_RllBlJ`5#A_9|$aqjh%%z{i%jG)|z>LGv&0P^#cN}g@{Uwoz~#J zf6mRCWDo(EWTJ`VHLuzI60Byq)RzqBYT7e*HEEx?iJ(seLxwkTjgy4ZaNYn&{@M569yQ1=fZ-;x{cl(`q(PJ4Jm|T1@m%VCowKQ(3$**;xq8j0k zEIk(eOH-u-rH<&WQO=~c0^&emWA~s?*q)SbO!^JvkFzMjm*rqIKi&VEhBLw9ZD*v+ z$^^om>RyE;l`H1*=|bIm7Hi(;w08nw7gOz#?H!M#D+{;2Gs2bjVuR{@QZ)df~()erQpJ+uO(;KNP zJt-Ob`S>~Yes)iw0A9iN)vS=GM6qfXZ}f-PmcLN1{h?282raQ@$^WcAd^~=LPLTLO zckg??Lhy+^C{o)fI4FYXD&SbQAZ2%Uf~@Hw{P%LP7Mt63bMd`$kKYx9d9M8Xop#Vip|4IH0R9-+5Uthi}9T0 z?wsmq%T1!p_S(BbuTOrtYd;2YiIFTm3hbHV1H>Mj$wI=69&}QlT=S?fuhKpq8jvK8v4#G8L%Dfrr?$)$wp`rH5C2DM`BI zDa0;+u3KG*oQ#MenSz8?=g>QM$xDnQFNF*41jO4xc5PXIihXxQe*Vamp{Alj8FkbE zTuaDUfz#c%>RNqa<0^A~I(<|>ujVO>nbMpE;aXJSqZNr`a>;wB4EdfEaXWU@-UuJ~?fKlOe7jUicUhF7m4or9fM z16WgLWMtTiEo@{1M-j=ZhI+}>6f26U_w{#YXv(=Dy9%s-T}BJP)qk)OOZFQ3Q^QcW z)9BPN1BWu& zJ0tW7C#~)3CVTGA1+c`YDj;Cb(m+>WQoHmuX22*KZiR9<>!W;^dmr-(=J*Y?85N~s zs;_&p%w`o{?2vaV8~CSRU{`ib%*S*1EII1K3gA3g=hY1hR5g-ho@Aq?rNs( z&)6-^Q!9=apYPJd60pfd^Qr_u%6+FWV4#DKS4`~fZw1lR0^EfGx6UoG%QL%uu}9+r zd*?%L(UW7<8_YRxk~COSPG~6YOeZELf`pd)+!Kma=5*OpWzlQS#WjWH)MRAVNJp~J zrsp2t!qt|QUYPV_#&OTWZ&SmzQ;cf zWx+eT{}dRk*HZSIgKNpPcnhBW%TP%|`!$t^Cj|dAf$lDSauDlEIpodDI*#Mx9sb3u z+ZC7ngR-l|xV(3qbid?tP^iY8swvBeA4~LK`;i)HYE<-isruLbNp=9ZR4cXeoCc*b9@$0k{0!1c1jp_FHmM?OXr!Q)XjExMn2>8q6?>Ql;>AsiH#JTO|d6`~a#2 zL%g(CAxEEfrBI)S)ZZC~x42NdY(7@)>`wz8pY4~XV!x9Y@=1s4NZcTII1n486eNe~ z>=NdZ`+pIy5!OTFe8rL&pG0wKxRGTfqvpz_!|>g#;6_E0?F9{d8FtBxelu6 zQ|#r(uv_;mRfu*hG(6s4NOpl$v;z1=vf-3VWJ`=&PwhyQn)N86DhX(a|6ZD0=|C4i z3m3M{Ove48`uV5;on^)n`eAg`gXL+cB_!U4~);+Nu|ABJj2BnLra!*am& zBY8WDi7!MafCWDWP)7URWQe$Pdp>jOwBaBKta!uve#dcds~O3Dx_phK>Z8IMxh%Y6 z%^UW}J56|O_$o^6OEJimi&3KWF4~|Ts(nMc?@f$y0vcNr0JOxTNz_LUbhIBhe~R>j zw8W+pCK(^mN#AB+at+cl;!%96V zCrO2zr-b*fz+jsSeEg(=EGpXSN;@fir=a#4D1)*#w1I-Lv(aTGE88zQ!^LRobvf zYqHk4PI~n4v*cNDzejx%Pn=&Z+AFN=5T}GM)ffCJp=Rl2jt4C?W$yFg)>>ggavZt9 z>BPcz`c1ihr^WP%BYx(%#~t>zl(vZjq6bV+GPNsKLl>;fL{Z-i0Ujxsl)T zF9ae0Go)!Up-Etk0pPI_P|F~onWuv_jO|NMqXUWO&%43dxdcv`H#?a}&HGUjAWjky ztYP67^z|)$5lsaEVBH?WXR3JIt#@K`or@%q5l0?`U6S!l`W)%l)cre*vo`1hy00b> zDw~;=#j&~QTnAUj67#nE;tKL|kped5M1S*;v@~Y8Mb%eaElyvT3K`lX;$1qij?;}*h60}Zj*4|^5!dj1JWKJcs}5D~fs z7xVU?tgG36NnLrI&9*X;*{EfB+sJL<~0uyWH*T8rDn)|C2`{<+m` zIkCgvFs;vlul-r1TK}<(rF6@d*LLWbrDzKiLxw&qzPN0)&=`-h|7j4Gr&fg|_wMgc z19fZH+%ExX?FR%4&2@L4pA^?TWU{FO5+z3@{gLcRbVGXxxA1UM%H=*!d=vghz0!YP zIAdO(_ji1djWlJP9Ma^tG~(j^kKo~aCp{zn-^N+nzM)dIAg<{WMUN1a+hl`k4=SNctXT;wI_y818r1fYZ(IjCGzC@ui@?BK&4 zo9`?+){#2bX*;iQ=2}iSw9|*9xB$6Y=YNGv^%ZO*OY@`JSnw%O3DgBjmImCU{2fIS z$Jm1aZ*aU*nBWQmL{9vU%hWsccb47{6OLmpaEyQ}E?r@E-7j*4zt7!Ygzcx{id~Yg zzP*Ug87sid?Zr;rWq+B)(rtf+HF6XjeY{*Sq+?!c@v#3D(Uqav>_xV^`V~=6f zV9O9$%nHrq6O=M=&wUWT3qBdd50P{umFh5NnJCXGXxSGz5U{>|#FwplRWMccPOdHj znEvqgvoAJo%sylc5pwj}T4lQ$TadMdm4A>1wUU(23fcN<*-tqRM~U_Ahq#630qzs$e*3d4eCc#wOCP@vI5TH{ z7i$hSFg!O=5WjsP#htR~4^PBD(Utp){O5h0LoEQ;1#wJzJIkZn?mZ%htj^1A&53b4 zttPKLcZ$MA>%fhe)X^J>PsUVsH;yTp0~TB0z4ZN~ZfA|=_ZQG=r==Fg@nwxhVc5PC zL>ok1ADvBT@MJ(nc`8DFYe72}Jj`i~Is+sS_1>wfkZ)dhC*G9=&A?vU*VjkdW;(~^ zY!kYgV)|A+6?&jz{TzkEIH*Vq|3~Id*=*G>D6&GYWC%f*Xw73r27@+R6}7B z`4rzOo3I+3Et+X8l}`E#yehID8?V7y`isYhbhL1VkGbk^|61i^D0I5lGr=xCNk@cj z(VrX&Q4%nEyz1C;Yp}&R7cTko>Nw($5TC9|LbS9UT8n(Ak}you@+l;Wtu?LDIY8pc z!25N}Y}TrfPd_NX*T2xWnM-!uHWpj%A=%mw=;bl`u{4ue&`puTZ}h^4;b9@I(bZL; z*YfkXHraM@6m}-)<5Eh9Xk(I|b4&7fQUA?yj#q2h$TqyiJ@|UgtFVT)aLyAZ!u%ua z;=rpMwIV0ww|sp{=VUrIvPaFUQeUfJ$D zeyoCT8kmcceeO%F&f!tSZ%A(~s-;U7g0x`pU9TCz?>+^b(@zGQe_^KKKvU7XywKj7 zz)zCfq2eyyON*JbIA)PuIfV2 zPWPc#&gi)II*S3EBF4_4Hqn^ijmVV1-4UW>ol4CB3lJ!WPyPF%$Vj4YmVp zmDSe={dur$5pC*8=Bun@MxARuDdWQXnl`JG?2s;L3bkT^Y4YXg$4_o2JsMAJPbA{E z`c)jD;SjZ1TIV9lm*y!7t+-`vF_NEQSnEIErf%@YZt2|Kzym+wZ+AlP_mDJTBYe3D zZpK$6<$@L|tk20{v1UISUTkvnB{H}++Z6M;f*=D|&OU>3t)EO*(}FYO)fjhS&(a@J zI@opS@cwt?bg_HmyAWG>)??<3t}YRam$QfJAX*HgzhK48Bm{7I_Jx30h8ilVxmCdQez zX!zHT2F^)3h+86@OJ~)hwV}CBUSA$uX7g05CpH&iZZGUg|7goh>-7Crw#=pv;%r86 zMwly^A^y~2&IMIa{}yMY*Me%l&dl}_Enn5vk|Fw-aAhUJBOz^8g zp-b}}lT)2;s^+IEG5dKrr|`W<=S45Z!Q1$*HP`e}%13kp!&fgGL@OvqcQbS1bFgY; z424s8MsN?8b{n4uWcKss4A)POr#J3cQPlk^pX9aeagVg(+{H;4_)btWpIkou^a^t% zy-oGrstU_Mf)`7Jxl; z{@nzhE#!^mC{8K9YwmBQ(t}ouh>Mgvl%ficR&-L6^kO#PX0yM0mES&nm9~-0V=(Xh ze6TFyTpy~tiM7leXZ-UUg_Zi?r=Ej7iL=v~tcQ=~=wh9IcKlhr^L8B{R-Kz}R=vFI zu81|@5|)(_{Gyb77$wRqClqK1T_{Lu1{N&d?IgBz?FO(KKRCqQQXu$<9V_3eNkIJ zb6&tTF6m#|Qo65hEmNtrGJDDO6?Yj=_uHY!hH78zE9?X)L6GN3TYcyuJ>i@f%&Q_T zuIJ}6E>Tkbbby!HkI&lw+JD!SSF;p6Hg>pDG5##>!4Z1;(k5X;oFSZ%#O-+qdSC}; zQ~M83S;`pVV%Fz&`R&95+E^qem$4?hM(q3Em{i94#|wEh&{vf4MmSu}(L-r+uWUk! zPz=3E6l(<*}R1Qre#;_H{2Q}MDE#fCI^vQN)-vlFY! zMa^SZIFN5^dta$m!M40#0dtASO2^Z{rCg@4T|#C`PgWmeo)h8?CaZBcrOYM^UlPm% zt{=Xe@}e5TDG$;*alee&rqr+p*Pp6!o@tDz{y#LGWmHuE+x1bT8|jviZlqJXQxK#C z5s+>P>F!3lL8M!{8$oL5jzPLZ>iN#^e*Uv`E#3gbIWuR@wXeNDJ3omYX|&O(P%c!R zKxt)dMbij+)N_57D(TZTDi^i$Daui=I2S$NmDOsA)@p{SqRg~=A!_&Q|)LGxA2>DT3M?B{z?8}?s{{6Em4J@vH0&9`o+B!8+0XI0ukx#ElCRb z6ELsZsUJ>U$!?G>2>6Sq6-j3XYk#BU$u+c?b!b~?t$Stl;f_h}?l{PqP3pB{xmWWm zN1lH6Hza~XZIdXhoh z+p1JLt+<-$2G=J8S!t;_MSl#j{6XVXeR{!Cm-k%%pvWphT5vtyr}|sl9?DHKtt+vf zrS`Df&f9FZ0xc$-0f$$Lrh1uURbJY-ZFCONp_{+#Yovbl-%zw8SHG;$w4A$*2x?CqE1-u@nj<`rDZKQ$ba)Kz3?OPDdsziFvw6soNb9;?Wu z+kxERB8hr}l~gf0s(ZBXtln{AU`wkTKok)|71O`)rbjrA^_GlqQKlY;?A8M4XTh84 z`UmWRcMCoxT6;e~1gcRe+{P{QTnZ7p)jm1;lz;HV8a(wD#Pbq8UpkgqRE)`Fb#zimHEJg7NbMjDT3>Lsf> zmgKP-B|Hu;TzwC8XOoo&k(|KBx1pcv-$=A240QDtpl&JP<0Mu^@k23W--}5W9HuA~ zQkQEKEmu5aSB+EjT-N^5ZX+m7qaFD^zyW7re8b1#BX@@O`$EpJJnfoYeW#_dQ?Xa=f#nSz0K5oj0f#AYhN=KU0XSIU zu7*rW9?7IP&cmU(yCf5YhpvU0C+*aCeS=Pnp;$B?hK!Z_<(Fd(iRwT=10_EMN~Q6Z z5^Y;GTHTHbT(Oqx8ahZ})0M*G#N^}%UL?IcuC+Ljf4<3(=3Q~cha)qj?G^BSC0Yb? z$$ieT<4DVGAx?5xjnruh^?9Lf8Kk~Ipw!a0oC9Z9v5@PD%Mhu|=JG{h4YVodD;rW~ zV!D>7I%a^(r&r;;&K1ofm2DDo0-+ArsbPMxP79Snlop3cO*wn(6@ zuST83lvv#{M}`HC?-h9@qep}g+NvOv*1UxLIgZNg?t)NR_yTJ>49FFQW8~)dxVSj# z2gtwOVByB}SBmk0fE($w;)jF45Zw6T4zJ01Sh3OE&&RNKUSBQQVaezEQ%QE7Yyk^x z$MP1gbh$b{4E*9hydPyKp;|qsZXq2bhcQ0B0W&ll z&#XvF-6NWVe4H*r<}{YOwI~9@2NU~uUxW^ppQ&_gLXk?IA`D~jcjrzYs?iI;O|+E}$a%D~(F#U}i0QlNLLchC;+0&XicF#Q5@ z*UXnBAXu^dDI5VFT40-I`6GQuV~`0nw(0##1oBYt^CQ4fCsDYK_L|%AtQR}sA|oef z&FJjYD4ih!Uy*S&HKgPh*0TwsKpKi7!&MH78k5c>g4DA69G=`*b6o5!etW%VLlPQ) zK>oS(K~Q+?GHao*{yt_Vz0$t0-yz!5o zX5}mz9rajuk#f3+>x*tgmLxG{O_-KDqhn-HU>f^=-*X#$Prf=HNL~I0{wpJ%b_pD9 zHT7PI9!%iv3P6eorn4XR8I=shZL8 z!vsWTXy7)NRb zlJ_->itG6E=p+xQqiX~2G5lyyAqob1pjGlZZvf1xMR^k_&qkH~aHhd@o02ZX`Q{Bw zQeLPpwMUdn#_jss3$!H|CTeYph3nn0>hfQ0^E$}EYDYE@hX82`EtP3z(b93O8bo@v z%k`v_Su@UPw@e)xV#7{jGL9Wp6d8~m$!$`kM1HTqn0?A zK7Q5&pS{DZ`hd?~=1q~AbQ8CQXxnr#@XK;}|5uqi&g&?LxYyikcv4NlIc?6&9fqMQ zajS1}?TsNZO4s1Y63A*0bR}c(%iaY-KWH;#cyxFnTvQ zP4n*vgZQE3-JnDboW>}~iu>LS1VMfgoW1#aD?%W-yq_Rkj`aee#vs5H>%5~pZ2m<) zAq`HzI;_ZBKrD?&TJ+~K3gae!wEKDxAuMAZ$BR;gj$8h4@w)sCFtaiWdPkI)>)qw7 z_eYWH0)6l!U*^6Dvniw8JP5jiwDUNux{3NLEf*oWo}g(>1JSgSOqx+BJ;}Mql&NL&x7{uAst{<=J_z~eUI<&1U_Gv3g;G;W9Dbf2M_NBG zE-JbK-ClzLG7T=Z{M7IkjIY3UKxHbCMmGAS7%;&>1~V@3|lNOVD<*X-DF)%;aww}ts z0<&J^gsqL#Yf&=8*c z9H#Bu{iP@p2s1LbcuZUScisgO-M1$pVxu6#8E!gB(L6LjB-v)jE(0%xnU{~G4EC&` z%tD+TRnk`BtAsV=aTuh+)QY*=!bb-@Pwd0#q$Kxr6I z{WW((G)koMCw7@r088qq^<3qsi zTl&&r(WddVp|K6a^j>RzTYM5+^kF!*Cg5C7In-TS{5}^01E24}n$IHsSt?yKuIn|f zWWuVIC~pU4!<&~5Ni38{Y9U;2-t+-7y7G?P$Z=)TV8rd7&e0Es@L>zf2^)A&*EbZxY$OkKPWs z1sl+(SoG3SVmk&`wxJ=ps$PYJywEA8?92z2r{nzWt?DzH41JN`kbd6BFVJiU2WLhH z%NM3^WSB$oN$O9OLvN#FwA;3uh!#c)A`vkxer$-TRDM)8iw8R!%%b$ErOW%LwUi>C zfL_|fN!&u`K)nn<1%_>skY|X;?_H>)9~@zhZFcb4${yV~d+VBU-WA}Txgfy>c5aK! z_(6wBV!jxpys#cf0-tLk%6oxr$5imw`-A__%O67R_?A&bqagp{ZtT3z(}||iC?+e( zlEZ~*E;9ek@ZEO6E+t?~+3w4Z<)Oi#v9e>IzQk$Trcn?Uo^!lxJ+rp3O2U z|DgW0M0Ud~{2+&p`L;vN@bGLmSv2?I$upCb8tTGSsxt7l?kdxuWHUb4a5nIX{?@7D zO?fV9<{4yP;MGUb#63gyMN6L|sek`)hT&BzCC3CD5l|RqccP88;hDYus)cmrs9OfR z2n?KS-uuLSi#8uUPpok;blXc>s(HXTAX**@CGCzsg%v(!OU(A1IsJ! zn0DNLax`a#Y}j(RL_$dRv&MmdlKcC{#62+^#C!J*be0B{Yzze#+r`Z2Am^G0MTxB` zRo=sKlm&)(y`kM<6N>Ww~mX3Rn3x><6q@3v|ac9)0c%47zgt*?qZf= z7Bcd*dhf$inS=lAGUL&e@>^h?b;gCGWSFgha#kEpO(MN@;0t5KmP*!o!njwOP+ImY8tNjY z&$xSqiC-pf+tPqAicUP4j{kWK_DnvR<&wV#s~%zT@E|9mZ-%IBZnV5mp<18uY|#hv zgD{`YpZzZ?xy5=hG%HQZgu}vU)QB0-M2ha^F4!VBF#K1p(Y8wQh=@2#f8}}LHyZqN zvXf4#NiR$>eSL)Sr zOU20D%G4h3{Uo;A++;iR6J;2Gykm)jFCJ*J zz7X_wKC4%P$V$B7fN0oY%EJHmH5`p0yX z%K`~j%UE-QBrAK=eHPmicUR05=$5;Tt>$Ezgh)vOz!CcX?ixb#B9RWvlbT`F$5Ve7 z&G=y*tKy!h<7v-lKugq5Bf6D`P}J-{893wF{}l7iXWEP`0$7ya5>s0dnq$n{jw%c`7Yk)AvnWmj~~h>m%z7`B>1fmRp2%7 zlIi2nleMSR#3s4C)pbkLsG79M4#zIi)n-GE8Tx{C$oy>(RbqV)-oMP4&dMCiqY$pC z!}|4WW~t6@2mVWt`W(zY?}M7oNR5CvPgw3P++Nd zK%EM0OS%4lJ|T$%)crSOjL9g@w2A?9q0Q^|&+JXP$Wt`20S#aB7d)rp500DeoSidW^{LNQ#5=pGzjAOeFd5uKefwLpxBAyK`AT-Tvd3 ztAcenWs*g2gRUp2b^lX>=I_Kp<-fUhbES?tHiT-Q-=Cej(jGI1q1HI*OpZ$N1;?WJ z(Dc5&GuXSi`8=tLyV;bn_|T`|#kQ$N{ws-!Wu?YuKhB~e=%1KXyO z!a+QnDIuzC;M?=TIN6(C)9iJrzj#g0%xU)26QDBLP#Yuy_w`5e_t>Zh8iRZkIiS%A{JRka>7eJMB{G2*%`Vd}}gaN9kdcGY^^qT{fOeScXsE*q8 zqiXBJ(_)-cO1^B{QXOl;^aXf(8gknoJj~$}7!H;;49HwD@RMueX7k{qa zp!H5}L-5IL=Uh0OywK80%KfG1Rg5l|fbZ`i?tzN=kQ*pgN6aVM?Twx7R;a(vs1^?b zo#MeT|1h>Q0_tsC!gKeXo6CVm5!LdAs42`sF6vB^dYUj?QKtjU$AkHC$E8g1mOh&` zvmrH1{g+3AH)6LBlwR?z&hZny*ickS1*uWLF#4MScuHuc;V&n@G2HH&>9LJJT8d`2 zx}G#X7sFyE!V!KiO2sF7Kc?`wTMovmgtB6PqZ!EfU;z)7x55*ddi%8$B?p1RstYc= zNI?UOVr$<5z#VXj7E{IVnzG}HKZ+6yjyKkY_rW$bvIA6NdUxMQKV3*{nb=sp?xYfv zk5{XljlglPRyHZtp=RzjRf+%9#e-hxC5@B65(R`Myb5C_tDdqH=CS(3XdZA65&hG- zL2AsO%!(3oy1AaFP@hyVn;o&cHC(BC^{jDA^|5mKBc>3N<2a8p;Q^7Qjg@J#1kE+R zDRp?o?0La`#(C!R`Jk3;6Wne5oexC_mt3FD%Is0&?rkeS1c+O$O2i9(DbIdQb1O>f z95P-eItDM>p~#(?pUd-)CEJ0Q-?1t<_~&_N9FjZNw~Qg{z*)OraWxcuj1iM)e1uQ(j{#fG3-{Jof!+H3*)1}f50TV3Ub$aa!9KI(M((DSq zRw=b8cIf@SWbD#CG|8g+n*BnF`9_vmT!<*Q_iE3hXwqd`L2Za-SX)h{5`B|*OFG8M z`=?DjZIGy@0_akAOvAuXA8r&v;X=s^K#JNGz3p|-FL+h=;ZW{zl80{m!xUp5Cnb+M z9!x95^gR$3Fy|*p zedimh-O2?5!ENHX6h&@#?0&b`h+M?rrzVmX2J4gY?9|j}1UscK`-uQUZ=xNX=3FmN z941Rn%m|wg)Uuqk5pA}N4BPqgAI-)0o^+W#_f_r~l1`&UjJBJaiifoJLNF{`eE$u( zsJ%B=-+I5+v|~uYe|t^Fp1GE1!7SE(ddYyU_pD+jx~F;a-=hC-`!P4;OoZ(^x2??X zt#)qXI*Hsr!)peoeVZr8dcFwe_9}kqmGqd2nhZ9B%}R!-LlYKA7D29QLuJG7Om#lS z;|>cXz7aiacxnqq{~MwKJobPQ0pRv|4AkRJH7p>+*^q5$Tn-R%3AFMP#G#wtztlIg zJi|E|Pdxskeesr28oVEzi#Ur0XB~GBd6WUgu&-^3$AH(}x1(cjOO4NJ8Px(4w}kWz z_=u(owe*@s$gV41K|_JO#;=~cp8OYm8K{0i=ZNiaW%WUt*N$|FVGz+Y)|xoGIJZ!S z(yL8egCK25T>8B1c-_B&f3db-2aXxsJ#D*N{nO)bWyJgo+%R~&@bP#2F`A&zK(Z)l} z6Yn)eQ+m-UPLWfX6DHaB-anyaU>PZPE>?8hg?n22VP$w<)<}{-z+^w)|Lkwz6k@sQ zPp#YBca@*cPcf$J@`~`oG!nT3s6VzW_G4H*z9O7seZMU5qY4foHjg~9Y<(u(sL$$` zAJ6dj($V;RykaZb*M-w$n}SaG$M2su4W<~kZX7L0~> z5Bf~;D%C*RRSa|$mzflrzmovyRlPeLPvWF%NK9~cxriQ{$84-qpoZufa=S+OOCTCx zR}0P{KUQPxtCgRZ+`iL~$EsYbW}06fk_nw+r%xC7s4H~=0OXiR^8GnSLsvQ^!d zg`&U+erqq_m?_*^XlC8vGkhXhqavoHH2ytt z3gw2}Bb6RKL()X#2tT#0?xl=j{az9ghJdZQI&IJ?`Ez)}cWx&Tn@T9)opF4~>RIP- zC*CJpTg%&FR`TkZUTZbwSEllOG{ymbvwek+=GNaATF_91)1 znX#CiKxMF+tzaF)5PA_H#YmYrc%FgA_RAMI>^Ln}-)4L}C8YGe`FJMGuI;54 zJ?1+dGclpg)_T(2{Tf5iF2JNJYZw;?szJu-KmlX2pVEk((HNj9RG>kHQxxdfnzrKc znNOVj7>I7iY9jfg=YclTao5tJSUb-`J(t^4>B2m@o)JStFAtMEfTuVpQo3P`_1NoX zn^vnExMQIJW?!sbnwuCy9dS;%^R7a3Sg0E&n_lsoYVv z^LY7mko~}2c1dHzbwBqz6$w~)w}D$5v2oQ~Nbk<1rE3PyX)d$NErd#>8pp7}-e`Fm=eGfZzvJQ6(q!?|6y zwYGGhprLB{BN2P{yZC@lf@XJfm@7{-9m5bWwEPDD{g=bDaH!Pim?7NJtVw9MsiluN zKKEzU;7!O zaoLp=78ysAoozazfrtFFlv2loy{|XsI@Fk>Zyl*bR~A!H! z)>2V;?7k8`@xzKW^F~px#tD!az5#5wZ9wg8Bqk?gI8Vq8rw zJb&e=he>OIdrQ*mB#57@f%?Ss<*lUZd8&EG;9fQ3is-+obM+ha?M(<;1u+liAU>Fs zX}1y02y44+jC-T}p4Sqol6U$;V&STZO}mL6XQYp}gAQn?+@n}enY2^*G=2{Z(NqoN zu1`B93P!lu1pu?tZACQ39z+b41reHQL{H zN0HzAr;+6RUi++N_S;+Hi&FZ-P_J%}sbhEZ2qNrTLu)-xr+*@K@UrOcFU>V5Mkt{% zk4G<;?t@8*%<)rerMfaQx(f2Shxw!5ME~J%(wb6dGpJ7(lz!j#qYEx3GrK*%vmYnf zfmeG#ms|oh67k)_ZvQ@vzE;++P;Yws zA>>`MS9QWAVHh}PRKsK~sz?4TW|L7)=fUY}{U*wowhsL>(#H6S_TR~VV(KSqc605q z?B3onhL)SWKu{cvkx_TRQ6aT1sE(tXjTRnuSio7trEy}Ax&^1Sj{WEV zi9;#>-#0e~SBm!oub52RiYGWR@k!ttWyjN+&w6$L%lGMV{E9yxMBzURye?x7s!hwE zm){UJp{6i(vVs{Ic@b+dU`Ldh}nIi!s#5-$;qw;=iA~gDy$` zpD2XTh-{}J6ybFhP6KLr!SREAA%GUoKoj<|3g;J*mC4n+?9I)VCuX1f zn_>sugkj=}npy@jhEgh|5NX!$&F5#5LQh%Z*)y^sFxf?}Gr~hkJXtL9@{gHxlJK=v zXLbbN1Yv-acN5FJnaYY@ikZkF%BpQjAz=?4X^*FK^P_$nK6~I_%i_gTdx3h_1sz@F zzpnboIz@42T-!IP6$O8Q(9cafa$oedzwYW45l_v6|9x^RC=DClcKrIqFC)Kx6-hjL z2sf{7k~mot?>6euBMIxqNm_JW0R?aj8U?Fyb+z=!`SCXVexk>h^=1tb-pF_pQrdbE zz2WWP8S|Y`$<=?MC2te3R78~-eI$JmPopW|U^{3XT}_e_pqa^+7YIRgukjYVsUgUm zDD{TAt0bE-Y}+XPYH_RFPY$nBmv@S%CD#!oeev-dmX7#7J-D4$8?G#ys-W~RXvEuk z1Y$UFL|(|JwrXKN$t1VG0C(lUsM5ea&K@OWDnTC9cl%-;_3N2#^tNy=-3X{Ce@Uxs zGOk#ND?hoQ{!L)gz5P9fjbn5b#18irsvIvtE#w%pB|cVx#xl8ZaO)*++R3r&fFhH5 zS`nJ7Tat{$=JA6RIYYtRdc!K|=4tj5_kAtzwJ8E= z?{pU{n~$^w)`pn;3D||;)9z0n9d32YAl;z}O_@JW}sK29DJDezHIRx7&$yqcPVMa&A3%WqT)T1_h_t6Bt z#}Nf*wRql|4OwaEGGHvbK>CQ)QtM~^tvNfbh(i69rQDSB+F#-9)*nL8!F*deODF|G zBtcxq+BoBH@>(;`Y2epLCHbJrBt&(25{_+BdVRSs3-U&eor0Xq8(ONi6wju9qZ|f1 zExXC#-O2?dWqCDPbf*4c({vBMC)j?CdG3fKs#&5fTbi!aIs3+8ZILF$#9k1G$$7r- zebx-~zvLoD5X;^5k{4j!cKdX+tyadL{NtdOVLQ*7TTJAV`&W&0$&?UulA!yF0#fR# zB6MV&=m3c+lVl#5SWq{Vi?+{fKD%%-I%Ck7`t(%tKr1NuQB7n8_dlx(T0TXCuEQ6> zIH&-C2Ay2V3eH40FeJYP-a?NvVS0I7uy9*Ne$a?B5B=@0z12VoZs$JN>h8XDXf3eC z!j1E6SxJZsO94j)U!sWRoK&;C0Iqo26RNL%q@fzgX>gdc%U?)v^c%2V{^(`9bXH_? ztR)p$evBxnU1ZHv-;%BDi-FC8k6RQVf8~kAj!SD259V8oWXaPE3^0qRy|+vwAWsn< zufDn%{CUrcuSTNS@{*AHR&@5(ZOqNK*Fw&_>=Luu`D-tKAg1arGKyn+L+y(lU0+&0dAS?^LIoy`sC6A zl^i&#CI(|lqCM;V>sJYe1pIie-cp^(EDMag6F4B)2DH1J?LQHQHg@~3^sGSC8kQtw zR!e|BfC&sCOqi)K9J6jN))rXZB014yND3a<`vsVj6c}dq2E!jo>&}_}VG->8OBuHC zby_J3|E)8u8sKPqTQtT3gi{k}(iu$`I9le*iCpO!87v1976TpzEqI?U#stJXUTJz2 zY)+JWD=cH#G}Vjxo@i`JFXI4U6d+09g%1m?mPT%Vr5an!iRB6Brkg-_2$r5`e94P^ z%c@eu(^}<^+5C(Z(c$7P4O73kpqK*i`~+&#piQy3JC4a_7Mdclno?i;1!bZNs8-OLT^1H=sK^;g%ZiM?$$9=q{4Oyz=qX zsvCdYxSMq$Bm%K2RnCG1Dy?7n+YH!(!=svYi5MlEDEqS2dq%ZlcDf=J6`-)mpV z$G!LQ{H*&Xf1DGy=AWoD_X_*llL=j!4;Q_G^Nqq}wuxKfS^lv} zM23~iC&5>jOydu`3C^@RZ#0enfYwUt*rG&GgI9q3u*hEaxu<+8g*FLHLUu zRR8@4Bo)XI`;c-|Tia-!OPqf!=aRqv3{T|%2Le1G0&p~E?y1m6a)RJr7VC!wJQoJC zode(qPEAckz>IFqnN`&N@L#4336qRr4^%|5O$u2wvCy~CO=l|G(mZ{I+E`CnRY~zD zA~ z0uCAom};`6ppn*QZ2P>H<6s|m0^ZAKVtRBq*WRJu1iqda$8|8A9VcUuREtE(1k9A` zBor}%fvfly_tjWE0g-%sV7_b&!P&9v?}#Kq7g=$SfsI|p?U2d#n?82Or-$oGq9Cdy z`AO6AY(=-5lXV13YrePrHzg7pe|v9%gaf@PU;W1l5@6x20UdUYKTaH9MH_n30=*R& zlRAvQtDWJKELBMiT>^K`CJp5+aw+hE8GkCI`D2^Wi(GElmS%L{XY}cO=QqO)39I_g z%g0`-d2sSOE)+X@4-Ty3L`y=bQ~q1_Z>Ja;G8h%=#pN5`0`u>Z$9_4W{AUVZ$K3*a zz~JDZ|G$~B(NT1x$Fr0sprCN{kKbBXj%32Z!l0gj8WhwqRe*~bU=KtJ_^{Wqhq*OS z?gpkk)%|kb;A#MsQRm;$6=kHXY3xaYHov-lFaDgpCUy_{h(p>&wMi|YKl;KuGK7X^ zv%P&MC?ih+mi+Vnpp3W0y~67ab*2g0gfEdb6~@k~j#>6fl%EQYzQ02$UgAMvy^ z+43&p@Ow7O znZX1tWUku}EMWMsazZX%UYX>2nfMfVD^@_P+y1ZNU@YdxWof#}G4PQvKJLamh60_c zo86PKS{PSMR?aLTMYQ+hJz&)J6pKCl#m~o+vQ#W|8oTD{xd_77NbK+$d6JhD01QSL z8Za~uqJQg+Xf0qlPI-e!+cR3l;j?y5K!FBBVn(uit)uliw05pr`vh-&cs$OFVB3I! z?qCQ;y{KO)39UqL^GR2%faURibo_qQ-?{VeUot#!i>32D*$`C+;6C(y9xhwKdD2tU zSrD>21Qi0Yz?kR&($*Q;NS@o3hLujM->y$P;j!?>HHNVe*k89Xqnt-qUrCbxsS{c} zoBh9`WsFjuRF3~mqBu$_dn&&5<%;N<1)SLR#RDo`xZ=J*^N z`Up$Kf>*!>@N^;Q@tO$?ujy}Q_&mFQygP=1W((%MWasBPs3rll#z^G|jLqvAl;tUy zQfdE^9)KoIb#~WhbT4h&@oRiY|x<} z7a@_awf`-OTVhA*t>RI{JO8|0ql25K+cpOUKlmVo!awf4SCcYzFekF$;F(}dhR62~ z_eYX-VQp!@9sCP1Ayu z`wO`PD&(`UEp*&DC_j%yw}fUlHp#V`BC=A_(G{p&`iG~KDX{Y^RlTz*!Gz+Et)^i!$MyK&AxcQACxO_yR0QQgT!LO) zmi{Y`_lx7FYpivozan$Xa}j@JIG6(8!Hb8%r5gg(-#phhGnW2x{1)to-Z|BQ!E8MN%asB zEk956>#l|pX=`a|mGQizQd3t~cOa5VMaYTW71VRU7)Mo=B&Yv)Y>XqeC+h3Aa!Mf_ zIdCdvg;S!CQ!dT@ES?I{8g33*9HTRL+*qa|1|A3ASh5rGW_a@H?bmTKQP-;(A|C2# z7C17Y{P#>YR2bYu32%$vT#Ul`xIICu?TR8~AmTsYGW3e$BZH@)rBs0Wf(bk@;Y;D9 z%|9@I$G)k&khs5-T}Zm_$|VZLV}-RnyN!u?*%+3R=fLhfqj5 zQNd0{sqFtf0X&Z1&6`@!6rK(D&lQ_2z4;0^-tm|2eYnRU39()PoZhoA?LYnErRdsp z;@ScHCufe!TZx#je;loU_@5V`9>*754J8Lu^U-qr@;M5*$rfutv=hFpe=m;KOduio znJwA_NdS%qJ>IXMkI=54a`jq_BeeNXDuT7Y(q*msaXz(gGUcl73zW> z1L>>Fw=Am+-tNG z_LxVs_KvUg@dY6_ov(|CM{Ax((}anfypkC}o&S69=!Lplx0_Ig&F(SgzNM-1)t3u}Jgw;254I|$!3Q^(;nrs426xu0&$ zmVVs{h30S9zw1~Hf%Fu^tNIH?*$?Efj4WM+Jl6K(3{(p_V-KoIu*Z*whf4;XeTpQ@ z5gx1xzoUDRF29BXY=K2-J{XXfw55g z<)x>?K*S?4lL$`jLMIhGl_R%}kyzd*u85CsV&6wRd`4*$d#t>sFy@(zQu+}IK1W+%1 zeK1^%Q}t^))UpJSM`}Mq&@R4xpXE_DAWyoLhU`3&RQ|4+S#7_TQ=>pF$N9)W-~SJv z^o5^hnRK>mi^w!TL}428*BOL)}g!iK1F&oB!RLB9zAAH#St%+ z9kTuFDT>R(pzl*zQrrXh1$Vs;2mU?k0@q@#*=PBQ2M+qL6-Rw7XTsr;vltDZk$Ti5kRvQ!jrZ-Qn59|jsG4MsfE_qj2&k#Dh-{0O3 zOd8x=JQ&Fo-C2AhI3;T1!2m`YN2^rF2+2eKZb0N0j7 z?`+z1eEg8-E=I{i!>Fd8t{Mz0Q-;$t9LFLxaOWKR2^kuX>rDH%pdZv$=rQ^$=!EU4 z(R*@Jg)m8?uHJcDVAUvnmIoB=^U~-y5NRu2E3kNi3zg(4$0_!`%TH3rYl5c<&*|xu zi|MFLcIx5r^}0y0jNZ2&y(>5)>@q*2k4ofpL~k+TQwq40qvP_R?10A<^BEA*8<~6# zVa|+@AM@kvXAO$T8)Rf`nEKLHH_0OniY=1M#}0bdJ98AQqV&oU;fT-?U+(wKlIt^d zH$1a9=F3U?NSFOC*gvR&*cY3Gvn=d1x#bCNy!pvm|IUBh7-B6$^c=aR3i;W)53^`N z8&s0~gR$SA9WA-h8{U=A=8@CwPD@&#z35+4EB>&-AFQ!)^GTPN=cN|!+i|m(Aikmy z)&uClTsjaRMk|FO`7+;&^1M3OD-3g~pk&l>!f!?oGnjdDzJD+W&!_k(e}&z@y?6J` zbdOo700h@37IZuO+HOSu7xAym4yju$IfEeS*23K2#q$Sm%HN--7`05%J=!S1I~vbW zT;}R8Ix&r6L>_}<{;{;$Iy`lq1l5$e^~Fq}A*Taxbr&U8))Qi!Ufgq)P!la}P0J=Zhk$v26m? zalTX`mp?1w=RcHFCk^~c?eTnd(S=gfY5a}FELX3eOM6FyuWm5=^8TehwlZ!K7 zU1!1F>pQTmb-5Z^7^)pkR5blm07+>CpBh1;*qPp|VcRUz{P%GFYHU4f$%ZjBBcFJd zu`jF(z@$q#u?NM~Zop}{R9bG3NL z3;MhUX9VyLsAAuwNnq!!9)q@u7<~bX=psbF)|9HMsx=u8ZCsKts=?VKtMcl)xn4u zQI>59KQfGL?8d_NUH+`^Us}pQ^Zk2JLGY1i1B3`*Xea&0o3r^}YbSCwzkcmT#!%8G z<<|G3&}aBE#9NwLnKgfBzk=_y#oN!$M=-;SRHy`C6Y5b8*v3^@@5Lo_qT;c;7 zDN&UGJ#l}1zaAPssaNSWKp{a?Hw>3zY?&pCSn%)?`)WROTbP5o`VBIY)l^1PFg(w- ze`|5VP!COV${fN)t{tMhB3y-Pt@Jpe;EK!&%6!CThRfhD7Jt+zD1 zqAd45HMTJgaY6@wdJ!WGZoamYZpT*kHChc!;8gOsFZ>P&&Oo(6$23aL+T9rFp82)r zk9P7?r|nDL2_+LAj}@I>QT{1lsw2bD>&q?)=zr>NBz!e)6=7U`CYbp^!V1Ov-cc{T z108!7CY&6wz&wOjdd zuTt}q8Yrp!bup>vu#;-uEUYmRgBT8-9F?(v#& z?0ERVH>}{f9TOS7SvRH9lfHWY8R$Y?ekM$FIUAL_E5q8}4Y2=#J4Z!)2xuzy` zTe*vfseaqjJOzQT&wa(-??qktlaHf?jygevG0L`azv6tPTK}Ghp{}3EdZ7+QN8bSf zd_pjb;RjNdy-#OXm7l_k5k5nPVal4ko=?g+Co^G2fezSo+h&wmBcHZXpJ99579bO- z4xky`ytT+2-?=&bH3@oc_3gV5_@D02L$+^k%;hb-E4e6!GoW5_ai z_Q^T4ON@$}DscPT6kp7vc#clQgq#4k@gLiR-k4gE8_LyN#e0bE6Ov)mA+D6*+nm=( z`Bq`|1Ox=?BK;b_uyjSF3HbgD!XfPY`)+4+yVmAQp!F%2G zQ1%1*-rmIlPX>^?zCP?5#Q?k+=6p_gcv80>@gVGVZGXF+B56fj4W%03kBoaZ*JbQ` zcicg#w?9ezf)cTN+nRK=BxGGRUhtMvv-J?^HtLqnXbWRgwdc#ybk=!2OaByEq3gchXLxYkD3+VAqCBBkjbmtr+MjGYi2#CZM(e+C*0_o1 zRI%4+KYZ@nIS*?g-1SmDaIsw%=)cEae_B}Mbs;^vjX7Q)xqc8C^PF_&f0~A_b+ET0 z*RuqcOB&j06L7LTx7aeB&9ggvhUJxUkTg^+{T!a`>rX@$wfLXFcRXZa7oNR!2avXe*YaRMZOIpK~Tk(ZZu=z`V6O%0(YA5QA#QSunoe^xq|7xBVQS})U(PiD6-p3eku~7>S zV=S*a3^-=nj%q}~Dda>M652s$)F{N9L{G0k!K@W8L~n=>S%7_2ncH*N;K$UjiSQgY zkRg!0%on41Y<@?e$M_zhAh)l*DkR$dxsWpH(|D9!Pmt<2-pAwOM>c{yf$3Ug^+{h0 z?(cB1F8m4^r||DK$8&CcVjgW1yWzx{XOLO2sd_a2$Yfx05H?` z|ib=4*3MNNiws0o{aUz9xegAHHLwN2*N-o zz$WNSTl%YmT16nI>}os|BmKpspdo@1({-c056J<#>9(0o*+y`8VJqC!fRSR`f}SFJ zh|e$L72aBDZ>%^)OSG0`ZW#UHYAJGgS=#x+Pg-jD`PF+6MF0<)|IMy7-jJpWJed*5 zkKy2|VKO2uok46kUU)6SlHn?mg{ZcoD9V*{nvCx@{gsbPPtoSq_jX_RMiWk_|0PWP z{GC%|^?kzW53jiWS}%{4*^nxtam?SG|Hs!?hDF(}Z4V(Bq@Z+&DBVb>NJ@*yj7SJW zNQ0y_0!la1U5|8k3J8Ow3{sLqcMtikdG`K}WB+>R2Y*HPEv?@_%@R;w#lI<_z5%t?-X38F7s%bYiS&8k^FU)SgT@+i+P0%kDk4SAAnVzVDpcn4QJK>$Y#U!qfOYj zu$RxZylb*-{kWf*(VbVJcGSSKQnglqE?D>msIV9iOvV#4M}S&ewP@^hfWBH zbHJmUNwBAdCfMa6T&M`}0P;^3{;e&ICcsvVQhvA|#?c?8Ft&^Tp!cZ)oA1SCAwd#R z)blP@!tdDa)T|r#;Ks(oRIhCw4nO@|=^GT}??1@I8sBd5m?00#iWEjmiF#8G5fkfh z{VjR6esvSbAaMZsd(zfIRj|e-;=b@gf$f#n(>X*3<(>QnuE)m=_=zE-uT*Hc#Pqga zf!62PSTTNa z4fqBib^K@L0HNca4;)>sdx9`$?6nHrxN-9pYtj8qNT{M^7NV)*UjVQl(|*`KO}{k` z%8Hkgw%SJEqDQ6EyFW8XI=(+3ivRM`qGVQPQ)Tr~iT|I*$lC!O5YUW0yB}y=!=4f` zzzTm({3SrGHyqn;z-{%fA{#0UH(nrc_>DfNbXv1AnyqsvwruNil`njRNV?RZr^Eb% zIiHlfH~1d!5d*QaP-hM!de-cR`Be@uac`(`{_w z`krR^DzIS?X8>w<){rRXzF{2!@jk}~WNFQuvFn^NVgb9uSPdovjra!^X+(VD#0Z4g zVvD!Ak@)#dLDo_ggf9f9VbveJ;Pj2+hDDq$;}?#nZ$JR2R4Bs@mCnPUbX(nyo%Yj_kLfp3W}zLE9A9h%mP9OC*pRck|-cZFS6r z@uNcms9Ym&=mPv}x1U=vjzMMH`O-l!DYq8+qX?6aVswwAJVSa z$1;#BF1Eas^?A|7L)jM*&YqJ-;$uV~xDb;)vS{;RqY{Gq@y9rf4BxW1`zi-&SZoj~ z+GP`Izifn30P#ZIw!eQB|5wj)mCyA-rb(bP>1}Ybm?nkAROJA&8YFu-hS~6MB{lDR z(_mJAb;`6p=DtL}_&Yp-KW{X(#@2BiSt!0q@JrnJYiH9s$aR}}ipbxSJcJ?PUD3k2 zcHV(e*aVe;L_hAAMNJj45JL**epEtWa ziB!K%Rqpq8ZSsl2ZZE%_PyjoZ?Z>F?b}`|6w-*S?q;o?5_E};jv`E+M7cokZKHmUm zA+^1?S`PKBkYmmlw9G%rqu2t6!-yG?*d_#koq%Ed*w(#cz%|`=B2{4nmtHtoTAd-> zgqM;r#FWaA1h+I}EQy_o0M+8lJCJzjFl>4M_l0G$Sd(m8BYkFTHrdeS!D%JGqdR9= z!M1d|GZpGFf!r!XIT2z*+bU^t+fu#g_i+jb&ST}cR`wSaPX3K`W??Oa{4X|xM zOc*C3u`N8H>I1Uh*NEh&W2;HH^GMYsi7_jW+%3NsYXDyU1AK3bc)2O&`UDir@bV>X z(?diMrsr0`iZ*Za*}4R2o~g|#z#|g4-p(kMXrq7Aj_Gl$5Jq;^!MMPCNL-&S$*DV% zD3K3}hm_k)3xV*i zc1nk^$#p1&jP0^-^Y)lvHvm0GK=GkOrzjTE|49Vng8@6SD>D z0QO)YR*;pUU`cIK4zLchvP#Y_FnhRntAaYl>Rg$oF#6MtL%7hu~27^s5rw*5v?LH5MvqY%^D zpusf}-~_#%8w*H!_$AK(pqQK=h|r6`*URXk1R;=9y=mCnx7T@R5051$3vl!8Esd)sT_e=-b1}ENP!(HKZovBSS*q zgk1pzoZ)}(;yboTk^;#kz}cq5@aEXC z30|mz%Gr_kGO&VfICejHlR5sO0ph>@5I|>L#L{7rAmSdQFYq^N^m|hB%=>&SW3h|j znpa(7|3!g$p~eJ2X>G)|tH<^LKtO?noicsYdN=93gkQQ5kx*cbj>68K8Veje`$C=3Xn?`)L?xLT06~YNRk4x z-ZPC_2Akp)2tQQL;*x+JFqdiG_1bl!vpu@;&E1_KPJ53;6po3&5--KoUZsMccKve9 zOM75I(Rh$+x#4Z7j#d~uZOb7Dmr6Xg+upmlb?FU4FokFAap>LVvEHxqJsGx&09lgx=EFfb zlAoiD{cp5p%cV+w8FJ$}(rDq1RUsD##dm)IJ;W+rhb~zj`QOVG;U$ph`EeZw6=0$A zb?9K*&W8qL7XzWauG~KU*?0%nUnc+16D!-k^w!vmEEUw_Eb?r|sOU`og-m{wAWh&s zl1E31@OZIH8Q;C6p5><7P>!)tPa(n(yJ1hg((D_Yr3ZmE{7oddm7fC3bpG5yh|Q}k zCXNf^S!-AwK6!q9Q!`li^_}vcR-JS~rS`K%{X2S6gHmU6X!yxKJlUpZ3axL)%rhr^ zKCac>D|Nz$acFnu`3e)Cefbv&yWH8m<}PhL-^ki@_n8#1ZQ2&nckFxer^$8q&!8G(rKL82jb7I>i3i!&mA!y*uoGqwM=L>*n-@dwx&wKN|?`6m} zt2kR@WFy<{gVUxnuMtV#Bbx~O$c+}|@*RZrRCLeOOvLzy%56B*OLftHM{;T(G5ACq zvETIc7SZRM379SuxMO}+&asTsJ z{Py3OI;Qt#XOEEkM+P(E{qK_^|L2pY2fCtGxUND zh5cy?BW2rb>YJ0p#T&IAF9uxHTkD9I#FX5-uy!#zwXrg*m9OHmSY6ww8_9FpjFC@0 z#wDq@=6Az7U6Rf4zt^gIwnc3C9`rgo;>T8s6|n}L-y!ibFWKssZ=k~0 z7(CjCHxU@}XfwPOhqADIO?|PAsL42G`bK})Tm9`u*|94i7x|v16ILSh@u6>-TnKMZ z{cO;gFk6#dNri5$f3=XbX~?k{C4mBu>*uW0qAsBfg`Ps`4>eO!+{-up8+nt~*gtLf zw`qJH%1$1YX{osEn@ooVoMJh)6)ygzYd$+O z1ffO6CCc7wi_;PnOCyJ>!8w_08PZ|Io68fDPKsN3ky}O)#wN8o?`G=dMhgKXzewHh zsL#>U%Fn37JMlJMnk;Hy<+|!&Irmd~qW_uL92S#Sx<_JOQ0(-o&w)mSQM$5uON!Ao z%%5>iEcO)rT%UO$7&|S1GghWcxL9?l_a+6Nst}FSjb|fBcm0d#=VkGOoMSQWGC?Bi zM6KZWM^u*)HY#!*j*&=#to`@mSPh&SZ+ER^DT6@2e--z(V1LF>Q0<;Zq-qSVa!h^e z_c+G_>Y;&wFarZVtP{f%^NpX%jtY`W4Y^(2*Y7?uMB&q0?=nZ@ocQiv`R;kNX^ed3 ze95DRGU75cD6Rnss(I^J4XH$UIIh?plq>j;OPM*}Oscb^xX{#X_q zzp_Mp3jW`exAB*WB({k)_0_$1H=%jU?L46C-!-Fkpfv%WW$LGuT%MwI-LQQ!f0;q{ zMSRx5$Bd_ZKNp-q1M0PF$FUBQ?7@BP)dv%OVMTpo%4M8kBCfewrprjuTXBzlGK19) zzCNOR;vvZrdh9Vv=tkaWo}fIh_zw4{@58!hJTZw&U!5OCTNm=ikzH4E0=qBQPg4)G zbfgaY2i4>?k&`hmA`As%EkEu(+#q3XzhDZhzQ(SZHi&8e_A2 zLNdJbLXRabw5BwczxWrSQPm_Z`?N*N*$b`ZFr~U_XO@@dNdr3Zvu_=Eiv{}a65wEp z@B7<18aP=3Jjwe&mPBOLBgPsVoh2jqXN<@V)RU&rpvg&SfuY}`QQ#i><;$0vD(d0K z$C_Gm+s7UN5r6~*I2!7{iQ$clwzKLkGL=!K(SA`d=77E{m(&N1l*OX+o)R%Jg@hjH zzMu>OUC)|JlhUh6VgojZ&j_>ol)Rd|-40>u1ptg$Ef2ir%!8U;|WDYH{4eA2o8*x#SY zw6}|rlt0ym@~P#KpI=G&ItI>54^b|~eVCLC#!;LorlVgs^EyupPs>oLAo!c}yMw4> zZO&Wl`sS>~Zh7Lq*z0Qzl)_Ky$pLEOAedG9i z_~#X?WinCUgN#=XaUt#=4xIRZ`7+t7h=0e%SsF@(>^wrQRE@%{gzMiRBYiI$j41(e zHFJ8qlQID4K}4K7K2;+JH8elCDerms9i-;7E$SsqQa$#&R1yD$43TTCum93vG(V+o zMa9Y$BXI7zHD~QwYpLZ^(4ux~TP@pLd4gWU4VIn-hco$&o9pPpXKI8&kF4;KfVDQ!sY+X$e2SWxl;28qi9b>kzW^ zM-=z^kR`9{rb^w7N1QQA@vwE##2q@+zGoSDc>`Na3}j%myN9HiepzH3@FQbDeACZa z#r+^dlE~`t*>9ct_C3e2W5_1>cIpKIU_gs2JCD7#?4==9^WWXB%akG7V7~0guQiplOd%l?hB(;*cmaMKppmo9EGU+y zGQpq-gixEfe#Q7J&kAXB6d7b{`$YCw_`|0N!8odo0+?DtM?(C)pZF*d8JU7#Q}5sQ znDY~QD^l_Jdr(AeUR<@l4bofreX-sBv2YGQ!0*$p5iRWHeEYdEwY)4OYBhFS?W)(a zJR(A{8d^*|#b{zGe%Ung(8v$-h=K=dxm@h}xv6a!0)r`lte6Nb%{eDbJ`Q zH}iLHw5@xVToIz;&k909L8tU*QWV^4CAu8W`Ij;sln#2Gygx=qV=fFyb3%fi3xWCl zyJrLlMdLh~F?6myPFMej23{^1G2-wW(3t`-Kp%aXkwf>jZLDbX^kQ(~I72e|&0q5{ z)oGWecfhmMXAM2@3QALgr-NN=CnmJ*GA&AmTp4R?HYc|_bd}gRZlrm3oYD8O2g4Ky zGo)NW{NtbL_F`Wt3QjeJ;UUn+#lV@Yt3(puPnXJdk(xA*WnYx&I`ucMrH8x^iT%A}whK+q7aYqlTypudV-QXl${0n}%NXUC#H5(SF9Gto z^T-=#OKFxr2vP^0V#Syx_cy5!2*vkL^imj?i1cfbgIt*UJgF=1Hr}7d@XG0JCIo+? zI`kd=9oEp)q@Q?}9 z>q}p2j(@1|KK1F~K$w0Vo@hOJHsgJ<9Y~il$Q;-ObBCS*opbLk3VluLZ7p61X`GL0Q3c&4#W9y@Jul_FKu}_*@3sq7VvRhh`c$AOfz2f zY89wTpp0$HeF?2VVx;K3rSF;`1RRh1f3vE5?T|(<$L=>yv=9L+SBF8x7H*y_manR@ zktU!eHU~zFQI4=kKwp`$?;MZ%i=82@ zR77x5r03rT+w<^O;RM`Ou%ug*e!EUeh0S`Vo)lw-S>dpx07AiCf0k3!Ffd+yoG5*F z7AuV=mA6gWbPQtxc-Qt&UbcpVs~nq ztu2XgkH12~FuCLyfrSI$&5Nc`ITfU;eTiL`qsbf~QA5#-v!1zA+&Rna-Y@%dloxuw|-<+Xf+a!x?<3!m1bzfb8 z^L$FW*V%6x=$)v27l1IeRYS2;S8mz$=4FqpJ*h?5j{tvwF5_~Ug~f%sa&OM!|UiwBu>5iMkO_y zwcqgQkWdb4{_P<(jZA-jO%DL)_Q35h$Yv&;rUh4%ONLWuk zF|s%2q-8!=oBMvmo)CcP*h<- zVg-4{f$T6cJGU;HVe5XPS7U3pWu_(>B)A(_-An*Auf5zvxx3%;pKKYKO;5GVGMxfa zqq|sv8f;%RKeZTGGV*Rz?>AK*2afTEzfVfg!YZibpl*N!i8ICXF{XXN3Z2s`=(9^e zRf#K-<)HTA-HAzzQAO}t$$})s-HZg(-@4?u@X`kWV+}s%&#EXA5d^0ORGGi|brw%3 zI5x0rLAm?ccunDV{xg4BlKP@gwv)o^^fG3=fLrq^((k;U)t(v5gIf%SS~%wC#Mx%$ z8cyuzs}RVb#Ey%C62xQq76S$`bMxfOh|<#&pMR{t8D*) zWl1xz_dqK!!zaiLCM*OMZeHI$6ctP15BI4|D8E$sn!XMenll2ldls*X<0mh{rxLc1 z_$3oCl%@Ykg15EcHHH@dp9k%jj-L#Mhw<;D+d=6+l=c5U8T@}fNjvTbnR~d(xBFv` z&Sa*Sa`I+E`egbB`nioTU)%AY+3F@DPW*g$SZZ#sP471!lOT7w`n^o^z4q4EAD48Xq`yQ>a z^YGTPcsBu_<8#h2&T~y~P{&Ls1ll-{R;m z=)*xPoGFjy2#C=CKJM64JF%Ii`~5*J4x=+Qu4Cu-wgQpO!a{Yd=sLj90-y!$9H#I0 zOygIf>|c02!=DUK@8MfMq+;Y7l3ySH@Qh-Qj=eRE*G_&tYUC*2Qe1{shDfI3+MiJd zj6-K;X4X(d>89VErIbvoVg53!cPm6FGu9tsysD-;NalyFzef&e9i++)W(E^L|vV<>xZ@Qy# z7%eL`ZY3QL9YNlYg!4u)n0$2Gzf%I+U3_=Cju^vFr6iif zZ&ULE%+9LG7iAMp2TA#kB(x}7+ARUlslaRo_H--cPxquB=2uMz ztcI~AS8Er@ib(^Ve@O7%Tddv>+ZbMxZ%Hie9EK+un)eVe?5qf!7mpY3GKGwqHkGG& zved1mKlVfNhujZ(1ey^6|L=Lj#Si5AKC&^i>W2p$!@~xA9hPf;l8~0bnK{(pyPE(A z`^^$UzqwAb5IcNCyAnW)iGqCCn_k8Fc72yir#}Y_775>Ka;efc5z; zDM=R4ppSEExSiL4ZF?y_w{encQ_k84r|Va;v4Vlq21<_1T^bDkb5FC8r}DmEJ^K$ACsMRiV}g7^;7a zQ3e+~=I8ph7V~O5ApO&hFnwd_PvOHPnG2HOA7BOY5`Z`oecs#4S03cZD&&3E$}5(< zJRN$H5h_!kZ{&Xn@wy%_ZTVQjynU(43I;R763_(RKE_b1XQD|h1XkUC_>OeBHMlAS zVZE|*zK!Wut%cXh34M?c;Ee%y0(9hHS_Sz3mR^-@BqdKEMp7Z8DCc4dlLM;6%GO?w zd;aZxKD51qk#8;k46&IYSFp^rCL?qsHe>)<7f`IT3P&l*nX*E%e})h5(chKWWeDb5 zEZ6SP_KTyXI5sI;VBC2s3sa7X~FIqDOG|l#e z#SG_wv)`FiR+S!R7lA>419z}&xlPlp0UB_tts~r;?DLox?PvdtrD|GR)^zeVbgi&04QRLuw>tq#H^WF#;#gWSoo*nwghsVRw zA9In50~DfEQd{-p1al&#c*vE_-6Gl~b9SgfZ-xrjkmX9t^<0i6Ydp`=e!Rr)tBrZm z`ztQdZTfn98CLS}z)#(|AS%Gp}%uh+I*P zYFAZykFjd&)7YF4!RII)CR}(c7Md zQ=Zx+hL2zXr~ty)o*@IYv+FEAhGtshbPaM5dTC7onm=em&oh>rN%DIoD!hFiCyC^s zj+nW13#e!E99a;-HafV@q`awvh3fQhLCOA!+#|3j)=kr?BwEJLQuOk{N)j$ot{mYbph< z%%cC`U@`hchtM?|B-S_s05p%3Dg03sO|PID03r+v+bdO(`q&N6jb$pRd1Weu7_?rg zWKC}qiDI|PBsjP8f9okc%&iIY_)($SLLq5bWZe6eE@&(kMvRZURC+4z(l+PXlev~& z}i0CTlHO2+GkZRW4^ z0#M+e+>;iCOAwIwSs@uq}sv(XNz)7TW)`zrMv}3e1cm7UrsshSdAye_4_noGP)+g z*HbSW2Uz>!K3^I?(q5)_2%4M!!AC52!$#f#7MxNro@~Qajs)28Ky|SinO8)R`@lF% zmb@<{Lh{pz5jeNg)O&9sIKJ}TmjDERKo6ZToCN>>+(K@$QrF;dCFk6JK>Y0P>3)Q3 zGfu|Y50<+HA%7@awZpS-4|(l4IrLDOliwu|hZIb$=VH(Xknqhx&UzP1T7TCS2{m81 z#pBkoh6+|o?tf`%nauMY6n$>X(TaN%KKm5v72!h0S`CPD-7ptQqTMi^vWW`7%fO%> zV9a=Z+tIPpzT$P2}peR zpl0Ypdo%y8igGzNq#)JtE_dS^6F|$bWDFt%J;w8AI^sZQcyuE1tty&697I8OBMJ_hTDy$lmG_`9&wD2Mx=#Ebz)+-<~rTYtmJR5Ky z2fVyTnSMp7SU26h6e+!9*63z8DQU@`GlM~_UcR|>Va=J?TmYd*E**HNs$x%|O93%H zn2h^CMFy|m<0dgbEgS%83e%YNK_HUS^b<01s>w^*fE5n6+vUGS6W3KX3rq8vq~sdz=TeaVwBx*hmAX zqg7eULl6TKY!$#{_=Pnu^;+`y_p6Z)H9<#LB6^8h*W6~F+DOU{f^pHV3$^tC^a zVLk)tIuSH>%@u-lonmDZn{Mkb4MQke*5sAOJU_RvN?LU*Vl8*CfLM0o^|g59MC%oX z{!-esBS!fcp%c$eA9sY!dy_Tlt#V9m)|I%y{4l}ucWvkk_4(Y}|? zHBPr4Flq$FH#ZG$JeoJ(?XrjezUnF9eWA7gvwJ}X^}^T`2B=HD7(61&Qo+h;wXt|6 zI0RXl8-SvJaP4r6^`&E`+LElae(`Rq+v3+!f*exmLxj-JN&<{)<@Ji)bx$}ePE4e7 zkKHpPkJjSoG;!BOOn%Ng_e-nLxXBNEQ`}O>5G+9je+5Hm;%uEhV9sJt9*hHuoU@4y zJ#GXBbu378p$1m2&nF5(N{>On;J+LI5Gh5^TmV1a1w1Z{b>?0-k2k3b%Idw}!9~K$ z7K2`a^nC(-w}n7k+?cEEFz^F4M8_NYX*b}AsG%Y5Qi{@(L-~(xV`IQQx2dsoq2H(Z z$`ezb7n&u9r?ve%BQO(S-}A2tj4-9KO{-vK7+4k33BcsgWI*l0!Tea?9ThJE*7V)= zH#04Ra6U|&%l^8C&lD<}A+y;4gXM6PHQxsgBhGVbDnqbPjCQ8&YPu~P1pL?)T7$DC zX2@J}6MFWiS1Jf#H)E4A%G&^R$9R-10>%jez2}}Rq+y4{DItkxE{nq{>MI`}FqQ2E zKLkRSjMyWVu_>?sm{6t#jEBjrOjquO-ZgJrp6^&@9Ouy2CCa+L9vrPeLPfYfTzQV` z3nGr1!Hf578k~wv@br(GU2TKw2U3CR$4 z?*FzN%g6t+G+`~I*p^P+My#Qdcyl^YqXCS6KRU{p8^;Vl9JyRo_HD2=)8}-p+@wz} zN11|?(`zabB!<`3E{&O8u*rp7P_?0wE?c)+Ib$ijmh@^-=|U|Isw($>W{Cdc^d-J1 z(SBcrF#D~GU2^DG+#xea^9a7q9-k3DVl9+b{7|$>hFfFiDp=LZ>f4Z9husou3|!Wj zb@u@|$~o0KZagruW>f=Imt(WBqc{g*nkorOPDT#TuIRIWFDKRK#4l2p{VVVI_m7C# ze}yy{p-M=|Qq+I7AOCrh=>L2YQa?mEQyH`3`|W$|xW2<9mQxw~z5NgG zuR*@cHonRh>N+d|g_GB(t_}02m(0qGwca`^wc^LFN|bMOZ<-wJ<_~YK%^S!i%}3`{ zP@keBo94>Mt_hc$XgCwIFYo6al&JQ;6XqVuVYqI)edE)t$QB5kuSPE*4F*<#>^Q@H z@6xuV{Q#nEIP;{xEaTX>W;8KCh6t^tax$M@ZAG~Wvl3pU1tZ5M)BORGyybb$sj^Dq3y$d|53`y~BAos@mSd`xzlmka z4E;%VCM6H33<=i^A(gSzK0H?UWcqWRTaRs93^E$M69SNqCwQ*;2VQX_muNI@km~_d zO*{@x6=QnF`1<6OzpwzSp#bm!n@cCW+mOWu#D<6^FQ5#&{N5?6!ox7~1-eR?5*bfc7aZl6&lzG)LUkjlJ_>vb3s zB@a31+U;ArQKV`~Kcn*=6(G7*>!)4$j4~c!L5ICmr|^p1^&_-yU@q5_{mI)JzTqXy z3b;iYLoGQj7N}Fj@3?AvSjkfcm1^q+IxvamGkx znwXWjSU``^V#X&vV0uDblSXh{PMvAH!nFGHL(l=J3 zmmjo04n;G%XjAVhlez+&S_QE?4`+?vmEMeeKm7B)RItCLYU>>~V=Q0)?0%6c3@kv+_aAdODCUypC{t6o5< zZBiU~x#ldnzrS3GzZ+e-S{ zm@~?&MZK z43)!H`LiR zE|1-4p|^fOIj!{Bzp=(FwU)$_eF~-JeQzTLQ|-9h)yG0U>c^rZBUml7vy9%OW|wHI z(o)`|Z)?_(`Rp$Al$g`=iJZciG`T{Cyq<3UX5!dQ8k$Yp#d|tVlu179Q+`G(-{R*g zTd!UZeYy+Hhiee5*awg3yz|NANB#)y?@vn*z;RR5$3)Pgqvc#6ClHAIhu20teDO%4 zgz_K9z|s7%On=%ez7^i{T_k&5l(;C8Av?f-M-Z_A+9nN^zWc;^Ka^LD6rfUx_fY-B z5x3#?v=V1w&e*iYHvnI#GpkzP2oNj(0#hU6#5isHdh!Ni{j~V2445p}R~PTR_<3K( z{1CmfiB;>I&{ug|=KOVuF3mqx4&__LHwI;IHvV9B*`(z2znc6|1N;?UP8&CX-(y6d zluQ!aJ#1fnS3v$Tdy&KXykLxt>oGj!D#-7Q8LdxbEskdj#?G)+foUy4Z=tBG(y?`; zo9nB=*4!f6^crgSTQ5q10R;Zvk*8p4hN}bm5;=ff?pkscBx&5$C4OM#bkQsJp24Uo z;_+=$89xCmjlk1=nJR zo9k?T26pesl3$8nzVT!qckJE^yJnyi;%&E|=O;2@-W!G?&7OWO?&5Z2@(PQN)<8xY z&TV3`8~n>-3M1{!Q#Feu7rcuBu54CXZucvZEO(@8kJcfk(zbJ*cL?mO%Lz6J#IRKp zZQ7_mXAS6s;|)7V5!vJANoD2*Mv)MJ1c?w^vOoS9x6f}*A0>GCDzQq{jG=#uIO>*b6Gz z-yhJb3m?V{=A_rl;7J23@hAZVzc9xy0M+SfxEv}~wpRar)Jc@a%>NHVP~{0v2$NvS zF97`^`$rBylOB#+5zEcZ{g4{xZX+L>)tk2WPrXBq&!jA9@Io`SGqrbIng)yTgW@x^ z(O>Z6v2P+wph5G7hzz6(vxZ4w&45Aq0PXg{E*7)RwRa(FJO{ToxZcd{9!4VJ+0}6| zN@Tmx#r)enS)cSyJK;V-m`+mq z6f}oDjxag$kX-$Z)$RPeIG!R6z+GVGl|##k@X-FiNy7+-ztdEhzyXcm&=9Z|zyh>N z)RVY5{(2pt6axc$^LYe8OwB_er2v$fK3Y2Ld~qTZ({Le1g>ZzhZy&#t2zdDk7r}b# zv1}n76>R2}iHT3hhntkwWxyUqYUo-A`A~&zYo>t=AP-#t$0U*0vZNug;!>AFFK1oL zy(>?@jh#fOr>EBrI0OES_8lhB7DzkbB>+?|g-c7N0ouS6#s}~QX;2$rY&H{n1g(0A zA4o-R+m<*Bh{A2wHk*KEYW?F(lcM(=WiXO|j~_Egz<}}~m5F$CpCgcOF%l460S@z6 z?GXM&9<8Hdy@vTLLFgE!HjQFD{fKefy0q(BUC$f`O$^zmadt?+qGpmGk zXcdP0ob&rGr+_quP!Fj7Qs#dEnAzc4O&mY+3D9lr!a4xIZ~v=?C$_lDmOV<7-7uN= z?qLJSkZxWev}*^i1GE|7m}}v-YKeW3KpSR)0Sb6$3H*UCvw`JE0pBI_4|XzW23W&-YWQKX=@x8dH`?Av9YC=LgVM@EYrS|1?m z^~cD!816d&cybKNnldvB4IorS;;X4n_Ne$bnCRf2{C5~T%P(*B@e(+Ims{Gs-q|e& zxfm0Xm8uDr@p+V<`BXm|GP@ld=PSl}JnO@BSevEpOMInXf$F`=OZbH%q5=ptP8W z?MX)$#%ojJY(4<;V^H1k`TAphmq|DV$eMA5J3ET7KEd&xF!;o^(|TbmEF#3VXY?)u z_0L(K_t(sLfkH7?l zbe7cp-ALbFy~RrO6F|Isixh2?m}}kJ-|Mk3qR7xKc{&pS*e7FD&00wY#Nc-*0k9CK z0|?mTmcSI|Y$VeAGYB{Fal-4~4VGtC_Mf(G`qlR^Db6fsq#ek30`BoN4~OHOU%h{( zsj}dQPu~u>EtWqjwloFVGJGj#gBiRj-x#>(jm66}jHzHad>CXEgE)2a`kZDL7b9U3 zH|U{W4Dkn3M?->+KT`Ejg3}?ZHU)@VlqrKm_J5G=A0)PUD*5c21BxIf!q@FEWiAY$ zA#<}Lxcm1V zYr^uww7y`k&^$}v(-rJt#=F&Fk(4XQ_k)A|$Gt-4eziM!U%p_k(hkm?*t|PG?Y;Qa z_^GVQV_Q<-(@;_uG~=J5q{&Yu7ibjFSQzk(qkEz|MX21e>j7)8zT zgkj`cyO!~Rs3w~?q%g$V4x#XjFNUy2w*Hjyl+NJ?soUieLnL4`b^Tc=R+y|wNDHy8 zU%=$^cVO>l6SC^uy0wDAc{2W z_Hzi#7mW1#50VRt{|W^lT`Uv63)duDLzR+-u__}9X+Bana}&T%v0TIX%eVq^(tO7m zgv0p(3EYx=CdgDj`7LH9OgZ)Bk?(lN_6ri#T82-g*25E<_!e#OoCK-3%ACro1ePo8 zxqYQqPy>;#=?+EY<*n^v1n{KS$y2DP((AJ?CX=s&#j#3UahtX#@u?GxTRf8CNze^G z%0H5ue)}i@0Ea8!ga^$wd5<>E-9DmdzutBvwUrvJ_N3CHFWDwCtX_b|BjA$m%&C4k zwyR#()tR>C5y4%LVt(vg)}|Sut)5Mef6!i2tp9QMTMMz|w{NYw|3mAs{`618|Im6K zDUFl<4}OAMB=)Z#3dR!!ILk4g7q{i$^8z%-EwW^Bx2|7{LFc@ zxFY$&&e_5a(^8Xn6(}F7B3%+DV@YPY&@+`09H-3ok&ZjrSme^e8MXo6nG>yYMOBS@&SerVRX!Go0?3*$3Zx%rd7p4~;wLME| zQd{R-@CJnFRa#uXRImBzlw>$_v-#s=$(Qv_w_NELP8vC_w63sRCT_o(m=QbfsIE>( z6Pm$6^>0M4Yk50xnycY9{`vxVt= zJgPu~i-FvihYBX}V{Ed}Gt_EU4&}D?db(6y3nYL&`}l3{vlKP3Cw|VN<<@?YJY}*5 zFf<2(C0e8cAS`o_vy+R$OVbm!UI1aqA4z3y&$d07;*IMH zUu*JQw+ULXzb)fQf)ArCyjXr7Bqw@BT^>%uh+-WZQIJz_g+EqmQ>D6?*Uf_=u)g@> zer>-7#KNOEZLr2uh-0y|-^^*6U9^ zTD0Fyvku_b`QsL+4P>X8C_fhfv6v9Q4B2Ne|<+fHlSxYmK9uL*kFiQlbpIih3oj7_LgvjNCatbWuzcss-pYF z4zb*wP74d@(++*;QZ3atVlgS1ur%rBpov?u=sS5!nf^_8`^*pHH1iAM!c;4wjjqqq zkfUo(zhf=9{6dG$o_72{*4{Fx>b-sYrUcxQ799!_N=Zv2N=f4eX;c;=A&oSM0xBV} z0BMktE!~|;EgGa70qO2~&Y%DLzGt2{_slc%?73#Y*t4%Kto4iUd7Q`bIjs48dc|A7 zyq}fiQQJ<4v&3Ic!mhlwltGiip}b7Kqf&u&UX$t?Ec&%U_H&&X_Rexh`KvVsS6r)v z9|iHR9^^)NCim#dI>TD`!IgI;!$X(T#Ng{7%7kP_|5DH%F8H1(SUyZx#`$v7e7{YZ z4`C|i5AmfPQZ6^0RBB8lmgZgwJowX{ndC#KoSFB#=CqC|ote?B33HLkcDJN~kr1MM zu=7)zgoDNdy<|cOZyw5^G%(o(=c+`2z+sqYHkzQTtRitR9}3SCxRSx<{3tA*Qgtlu zeP?FY+PA*4gA-4zqJDwK{j>?2=yqAl2iJr4mycZ+>Ijby_P&KkBD{!2Iu` z7!`H;z-~$p*Cf2jMR!5D-9bM+oA#)N9#i%I-jw=7ekOZ}_Y8M+JK3!!#H%h8LJ7B5 zICq%yPiZfc;4BfDa|UD`wer#kXJiGr@s*D%O{mi3tXcH@b@+e5N>C{$j0*JyCmSDA zuf?*_U8#x^UCx)U10nKjQP+)H6} zBn$8l-)Zp9k>mA!*qo2pFCu@#uoCX&Sfw%EXMNx1J$#fza1XNyRLY8x-e4lSlbrYK z6$CYhif%T@vP#~a);#QN^iWeTQj)!{GkEIMQI|J9mwZb$Y}aE#1se~&CvQMksByzfO2<@4Wl*2`hh>XFo%%CxX-2>6 zKH0R%N%tbIjG0O~2F#~zY!-wSvfZI0ZhyN)VQg(zg*;Ak3-8_ON)j(GBo`M1FA-QM zx`J}m4{H_EW=ZjJukky?n%`7g!usCf6GR5r+Z_5^wsd|)y0iz}_OO2b#+SfJ^M?95 z9XD}|nzL2$GdY`0srkvkas9=)$!;+Xd?MX(%l1Cac6>$)5s?Xf=P6kTxJ6Qvp#J%l zBcq+jMO%@!N|k(HIR27;SH1clt?ww>8`j*aQ3{_Q>Qn~v(``BXu3)f@U0q$%UM_qO zU@pM?1b77^5-ZkYnt#gWuwX2Uqol8l@))muCCs3D+$)d!-<}n9pl}qGYI>U8izcD2 zmb9#(!tTz_TOn&!zseaoF}#St0?>kFs`T!{j*dQbnDIv#5OA@~yqOO-5{(OlAFsnRcNnU@m$@rZL!)O0}ZSOs87(V3Q&~ON9P1v|F z=T~gho@_!h1)q0?FSa_kv5MHaZ{SP&(AboxJY^TeC64Qc`&D=~ziAVO`Aj$z;P6mC z;@uo2w8~#nYEm;Czx)Ta?R%Sfn1-{7F8dg{EuA`C6yO^{Mmr|L)oq-iX`vS! zu7@4`$_Q%~!GZWS)blS$8;fez?k+4YZuLdiUWb$e^^(+aZqoJikI}1QoAtPdCv_L@ zsi^~V{CnK@uzipq63kcpdz~jfBOQeB%$tP@&YwbcN1fybShDl6W?=m3e$&jinZ_#K z=1BjxK4j9G0)nFmRdU+W=!6>HmQ;7X?i~Dj40h!av!q}oDFQzVp84D|D3i!SUwHXj zYQD>c;haq0Q;~eMb)s;{7Pw{T5$i*TfMPJ$)E5?jDrCgjG%iXUJOCN*8f|~e;W8Z= z6-@LpV6N%QO;1H~^u&7#!$7veA~&fcUb4|{hy!8o z5DgmWxY4}d+YOJd#@nmpu*exgaXRUImZhni{df;6kc2p(5Yx*cuj#6O0A&<>YcFDG zg+6KggU~{dp8<)85z0{YhJ4+g*O6wlo`^`?Wft4ZQWdbSSV{fJ=59*$KaQ0FO;rJG zT>$Rnm=?v85FjQcLxwJwh&LMz7yf2|#S_q1;Yn8ZxnSUg_I zYZ5fyLA$GdYMq^3Ep;14nXLN<1pSly7{p^_*a$-y(!7 zJC0b;qfo5pP_K&fUDs!EN0A*QYoh8t+HbF|_bttiqkmG79S$h~gMHo5B6)7t|M_EA z_(X<`M;|bSid~hXwZlt<>707(sbUmm#j!&&6-mG$T-}IxdDSQKj@qR91b|yY9xPDC zJC9nJ4t(eM!UWM3h{v%cp6_NdDX*!p`qcFkwq|!gN{0`|{nOCP-%6rUmejZmC0Bj3MO4HY>u=}HRntauO&@J)4hwm6iwFBt8TVy z*Y^D|9!S0Y#t2TI(B)#+L@e~hqZ?;biwv*)Xd!M3tYieREP5_{w7{F^_UrrR=uquo zt47uc2OZp&$rCo+X_FakrGE(3q+FX`m*_HGEZX5x-^EVgEwdOSIi&8AO;s0JE7dXo zMsx@;X9ScjqE20TPo}I_P0{&uns3~m?cZ9i*H^c@ui#MG!S>;qj?VpVv$=Zy7_)PH z=AO}i{9Y#Z^FPjG9lK|P_Bb;09V{fWadNt0@v7`7(my&hEJh7UE|ySkb~!(HH(ry`CE_DJ4PGoLpQX`rRj( z#0CnDstKE!8i`}ik=O3JEGe0uzqzOEyl zaX&rxv-?sIe7cslcCboxdW)s-7{8>Xq=xt0vS;k?m!WHoreo0xy}E+>gfgxv0Oe60 zAn(x?u~9dPb`CAt37&0c2j`!KMH`VC+6nIq!$S0VI$K7}4Rp72db$6-zfh9Df1~ev zO81w!`af0?na}?*A$27G^Oqf=hST3>kpKDjNu>YZnn~-vSEMV^_~q1Ib4HAb-jA7{ z#91x;JUbVu7?VuD;QF#({R8W5qHVc^>$z7~d_|MXMSs94*e!zl`-#i-wx#T&jlvF_ zpNs9p`2=m*6cW+yx2pMm1PDxx|27G&S%IZCSHm5 zaVo(-Hyh4cBCpmdiKmE1HPjqd)Jg2D^jp@q^DCohRLcz8*T>lY8WZAVut&UjNKxjT ztRos3#pw#u;$XnGxEsK#T&SF?VXsBhEjoS6NTRVP(L!2uz6N#B+ZNMMAf#7PZTsro^JCAX@JndHk3`Z6PnRFtbaO zwaNDMmVq=GrGbgN?Aca&CVKb^DSKKHDh6}Pg=#o7)uFW9*O@Bvv44@@bef(O|4~et zjUxTJmX;PQresU+>_pxtk{MXBALaEUpeJeeZ2klfre{^ecgpbNlajg(tW!9?se;}I zVgUS4s-la5hz&)GotjWEgLk?orDs*5ODHo^>m-c!i`aHsy^6PwXFJN|XE<6E3VA26 z18_v(<~(E7eUh&RZ$cS3UBkP(#xP*8j}UCbuc=m?9{j8xTZ=u$&pwN4z;!`~^BG|E zCKU4er#L!-t~s*sWt(bfYnafE7B+^(x;bISks>pGi^4E%!*Ps>Fb!8_j4c8iyCR7t`qP%8A+O?gPwKT4<+ z&?QE=`iFXcb|EH#T!<&RA2++8s=0HqVo3QKXq6%s%M6#t*wEgT?S|b}Z?Z7CJI+f7 zCx7K8EWqJG8v;}2n-h37d>fkI9RLRiocmSIIKDf0Wup0eU@qm~&29<60q3(!+`iNP z<@sUI1>P3f38tarH|ZWb*V&9dq&zme^ewL1zf{YaG;3(ZRMM^&;e4O9=S3-Hy3TL7F4)O6wq`gLJ)BKXIPUoxFe-#$6j_AEdFFHBFwRtA%AS& zN}3txvvhFvfu};I4C=Q_zrS?K;67SXPz#m-G)m{r2^QxkjD%1sQP|N%nN1;LH5g|3 z1AQY8!y9weW#wm0^I4MXY{}`A_I_uhV~pT@({?A0NC$Hm>fuq0uNZt^c-k<*W;9F> zWOw^!SbVf818g8%wGEGoMj)F=uBZ^uN(@qC$ScX~#ua}gzrB=*!4gbPii>N4tXAIu z{hx*7cef#63Ih-j3eDDG`w+I%;09$Em~qCLdp84hM&e<(#3F)8LMWZCNXc@I50tCD^66_ z;E)FHO?u(X;_jW|hC*_~`jBv51F2=8o5oyxQfqe}9~Uvw(`yQ$6Wxxc`9|UMTb+ID z9$Y1dpKlMV+`EGU-(!T6J8Vc< zC~?&(j$CrIYSA2+v|wv~YSU(B!nFRC74#)v0|BxYd)r$pMI%;G&iKz3gZ*ilkDc?gz95f*VUS)KGNcWV9A&eIYhk( zq8Cl_a{O1!c^pNaK8#8UEZk@}PJI-UUjXP8;eV)o;s`|SsoCe7lKa;j)tjrmYSeBj zT_K|?;QA^rD`_#VJEl(C9-g%0m2+qM!%M154yaW_A>}_N`ZabaQRQ*BueBPo=wMRq zTw2$ca`l-zIxNI2PMKOo7$cu;HwKab7PSm|iKofu>SgAyft2?O!!o&YTk;p=>k{y8!jKBT#cx)3fu~`mu9RJrCJ0lMFZ5 ztyKpKhXf~9RO&~ybV^n9WU7@ueZf#&UI! zjHKz>lJ?`}EUP4vwuzb$MZe;noE`2fZMoqGJLGs*fAo^DeX?V9(PWKbNookmBgHS# zF`aT(Z?Ao6&m%LD$^{5T6)NG-d_^nK6qr5nW4ld+f~Z@?uUDO` z!ml%CsFfuc*%(;0d8oOkE6$*TI zpWnX0*gGmMjm1ZCQ}AdB6Zu#1E$ey4X{Lfi(rNZLkGS`#B9MN^n+N(2toZwv-q3OH zDOu`__S%$%F@MmhohiBo6z4mZrSQCIg%1|897B+W-|1@0x%%s?{=6dVqrz(i9O6=@7vJvr zphGQA2xVf{ARN5liBBSRw487>-748n6)jmm8OOXoQNqk_WU0dNNF3ivP5`9N-^R_q zYS_YK6zh*^jOey^c+lkguyvR_NoCt^X1BQ8ARzh_lx&@-7|JH0!fug;qM^Y-*-;B4 zw_R`A9t7F}+iN~vWA#Ur>lbf@*KDp%NL&~GCXj^RnI)Zr8r`et_T-}93Y2?8r+ED_ zyxlSg6n|E4HPdV%0?6cv;6Dk(N#D^*o-oi*cptcUM^}v&_ImX2%stEK9hSGqL1-Gi zyTdW8QIZU5Y+sV#>GEOjAesBeBDV(YdP8%3bq1lXH$G@>T zp{}Hq4m*`utUVQQ^Cl;0i;qP zl;Txa?PQK5EZg&=MH-_95>njA+h~o$tx)eEWHnw6>X)npHymJTA#Ed!xM2=w0>DHV zL(;#Kf<|&r@Y%FF9o^3na9$gIPfCNo5By-0~4y-!}l>-ov#ujb6@8uG+&FeDaTII3BWFL_{z*B#OHuy(uyE9^qZj zVlzOrdD9;^$(>phqc>nqc_l)#t9paLRnA9IHxCnw;X$j17IleSL8LKz?a)U2 zV8yhOY|9fE+}GB0Y_4l7EIk81DPpKO?Uy`@pt?1CU{fpjFiL@-jZ=;c?+uVygF-!5 zUz!g5Q07aL6WIVw47on)wrJ|W`0=J*IKoc4o0-Qz1YauAy`4Q1iLW&S8Yt+cEe+Zu zmLHb7^N(yk;|*u^1vh#ucuTH6CvAfH|3y4Fq6l$BzlV2E6@xnA<@1TVmJ%+hoTWbn zxcUn{B%-T4r&|mc_q!x7Jl>@Qb!{7tN|Pg@lgXnlm)VyLCzOR9A#S|M2kBWQ)oD=~ z&aYw{7K^P{q>@Yi!h`g^j^>$CwTs7ihi$Q)?=lQe;Tymu3B5j#=jK=*TLvTaPoxd0 zljC!oKespp+}=t}@~O37aD8|}h9^85$b?7?&Ob<6(l22l9YdR7NTEeMsANIwwsTcU zB9tx83zsP)*NPE*b8hu^`)Lc-=@FifrmFZ2r2i*G;@I3=yfP?bwH7Qi#70N$+MA#} zb)fUC*zp+Wk;4zvH3b0Vrp-~XeKo;62S^E6@~$ks6|jv!f={47p8s$o9xl!3HGgyF z4#y}T_p`mBIT?oI&si6RSm@e6-%>*wfdFhPHgj2($GTZKhE@sqLPjSgMopg#cW=+l zdGcas6Ysf+R|9(X2mD;V{E?`4DEk@DRXn6w2y6AqNv*ppBD)}sNeEzAP0h3+H*B+DUK_wMKYM)mu>Yj2%WZ2LB^1uxei_*1fT za;O&NaKC=F!OKY}=pcV3!Kz@gj230x6cr@NRbuOhQ@Hzq4Pte0V&+K*!Fo=A=t7Ix z_kdS*M#uxjXA8#LN=&bP!~#Oz)nSK8!w55?7%|j^!xb@o1$G=pQYMoh%}Y$a_o!sP z6v44cIQd-xr{ceh!_OJ^B-pqf+D7fRd!x~He#Gg_gb28WrG9jcnHPI7GfwGsjX9?u z3H(`1OzzpA6n3PHc$W4Qv-&8Wc=E?>zsNf2%UhvnpFWt&jk}5Bu0Ni>T3b<3akknO z{W_<_RobJ5Egc3_9!bf%b(Imf=jZK)n+ccnb+5KKA3f7KDjq~cnS|NB;f98{gM|YX z{YzhBs(H_zpEQJ6z?d1{Dtmp-M26woWBXcJvR2Xeu4m5A-J}^YPnKj_(&Z-R&!COU zgy;L}q}a-y1*y|V%m4m20v4)JZYlqNu$-hV|7~jhU(}hmv;$T6*xM`*%19gzk~zmR zKEM956YR47bz9BVFW&wAPLAh#^?j0c3Y8J8Z7uQnAKh5@roawfp`lnh+is-I++Vm+ zLN87f=;~7To<^JACHftIiTjt=tm6}E;Xmk2BchY8pr+S{)6iBMi|euK@R&EfqPp%f zxp4rk2>FKO7OzOZ+9iPxSb4*k$2NCTY&-^N&+AXt#%O5s7X`~jFf!JEXgqB1J_HNjue6Vd^N^8MS_;{2rccNQvct*cO>&dKu+Ok-B>sEmcY ze31ICJND-IRH9R74qkM|kKAvkkD_ZzaULQPp1Wan-tl?Kh6KJ=6!95z-N5-D^(e(vxNY`Q zjle^s{Y2mVNyHyPubS?E=+3##S=DevR@{s)3s z5Bepg$nfOJ%&O;XbUtufEIEQDKP=;FHtvaJbbc;d6|6V`4>_8T8&2OJbbG{76!V+$ zi_U;MS?lB$$Y#%mR-7DOIq1}|D!ib^Pkc4HanN~yvVWfXn4mL9r^QL^trUqlPPXLp za}0HNaQ!iE+MMzc-|$X)bOt-P9!3VaL)N5Ca$j%GINJ`FABhCVy*F!cteOZT$svd4PTMDSApCN{8g<6-&`EWw!zWzHG#a)aVz@}HjZUhZ_0M;HMv{C`i|2!u{MhzUQ@ ze$_Zve;_d?U|Nswhisv=edv0PCq3|d9SxtcEaTJsxAu1BI@<|=TkWFH)ZnIgl}i1$Cy`RdrG9lq>QPu~(~_i=tUfS^Qk|?SE%k@D z2;9UCUyWc4S^KuMyc)T^C&FHquiTfM#MX0pl3_`sd1As zQ$}xjaMfTblT^i)!(HeL?j}KVLM}XZ0awu#Ocm%z#KfXpEqPSN>FyOTE?SG7eYeTk)@!2)^3fApHiF#y zdF#9>kaG2R6{e-G!m?WIAwVT&@bWb9{}J_sdy>u~o%!4E8jHJpqO~W_hHPpZc@QMP z=&0`cvbwok{KP*^JstSRfiGi@QfMQot@+@)CnD-4!EQS-=Go-hN>O?xP^HgKBm)P1 z*Lk~SdCeHqKQfndi#nQV2O2CIobP>1V`>(>rJP>08bK^cinEkP5+E}t6T!SSh&y)s zxG6I7MuZ_ilVegaG8dy@o&hCoo4UmgSYkTQ58qs5z-MH^@&;%V8q5^q{AK>Y(X?~hfqD1j152DjuYw8)X=~7unzGK8b1mn zLrZ~}l-UDm#g_ww{9yN6uyl*@GM>@xxvy9SB_+5l)ziLIO8+H+y#NgFDwtbg5VH4NP zhT(9(x?pT(PExNqETSQ+Ne@x*ZEqMpKmKas`5NRHj&&B*;EW-JTA zICK8rclyCuVa}NvY&HDRTyWm=Eq~-ZDN#Ahc6PrX+kTJ(nS{g6YN&K!&!dR#4ly62 zvj8~O`krt7!riliXAwt#EAP_vW0Qx&m$8_Y(^o~bb26u>j1#(HFP_c^>hohywdgD% zBF4zO8{c@1M`1S%>pPHN?HA4r6CrbtgkeDbQL7Yb z+tN&G#ro}u`t=wpx_W1+Ok!(M1rt{q>-_9>i>cz1$jHdB6OW@b&pRK865-iQ6i{eK zc&105Jp@8Z38J3xHS+9sG3Og(Yiz{JQd2 zT|+xrF}T4~Otj44iMo~C06~2u#L`$+cV?Z}pk^Vg+}=E=H+39!kmyG|^o=bVVkAiX zh0jvFgno_iHzx5fO&AalNOdb21VTZ*SQ)uxT%Uoaqk4(8U3*YNs$(kGt?zLm3Bi%W zPj!b^kh$B=%0=?U+}af)3P?bF)UL*XmpTMq-)ZcN2dw>oTAwZ0i~mzLZvTnuQc8sJ zVliR*^+Z6S&gpc!-E^x-bbbECY00V1BjvyaLw{y8;X&Yj`(^%Er4f`lRD z#Fy1sLl80DLT1i;)9$e&EX-kru{1}K>7!?jvLR}o+yqRmjc-s>J}OP z{-O;kIV?>1CA!vx}CDEfo3*& zw(bJEiAw-6WlEqmI>NHZPCDu^n|;vj8e-A&O|pnB73eE~i}3=*X~vW3anoL>md&N& zHMopHbK$Pf%1nfYFYrw&e+D)B0M^@f6HY@jpftT3EF7bm^4&@)!5dCGTQx)eTR<7R z{qZ)y(DFD7Jad1UWGy|WFfhTVZa(Vah+y=94=vizjh&jmNB3!PbJsrpt!qW`0MVzn@-NA|IdO0rAw*uZL(l0CKj2#i~+;okQdI=!)K5QbCxwy)` z5H0;xu*?O_@tIW4|k zKDSv~Rzr*cfT^649jGXvQK*nVXlV18cX7m~Y^%de;#%D)rcUfDw@*oeh35A*-kQ@Q z%rZd5rdNx)n~M_nvd`YepE~FxU=c(u1ec4%b7~e1mM2oOQm!@bN#9%g;Zy(Xp#lqz z5^H@Y~HbUefP+Vu)JEdp~RCvb=D#SSXEIkQ78uHj*mNS@jvbddX~m-Nl^dl;j0 zUJ39mVSjd?eKvW*CSw^4Pr!JWNmt>8FE3?xD>yoVY7AfS3=;c;x}w^%-3%lQ!~k)@ z8$M@yKceaL<}g``!L{1+FNJAm&rdd5pqSaZJyI2RU;Avw33HN|?6l3S~t%RfC1U^Z=+n7S<_ehPvUrsWGzAg4!si+&KF?Dlo z9?(;PwATEL)Hb}Fv!;|yI+=-H^`Bqf5uWJcT`Kli6rE~7dVl7+vFeDe1vvaP{!w*p z*R)-)Sd86wuKInyTY7>VYc*Cuo65f_MTfO|V&v|;+J7DdHz-6%&gojVXS<<={r;vM z9c)ML+>>C%xlY5?zps3cS3G@xgHWlEIXlpUPRZW;JaJFTtTVy;PnrRN&JSDjX#Dwk zqlGu0jB5`2aDG?GrWSB!@U_erjqKKaS@3(Jc6@g3RjMA9h)El=jslY`>}pLVN905M zn*jI)E7d3-^iuSv!BoAYtuo7vepz;4{JlSIc?qUfrt^=^{Fec=4vF8xtFsYdgVYHs ztQT89Hq%>!rx)6y>%`_{KYy|{8aEM{JH1lJK!gvgIVP`Bg1jY&1#nL!t-Xzl4nB<8 zdsqQW&aiz4jRY;l(Z;>x5>M@5%Yz5y%irBcsm6GY`~p?f|Nk?wNY`2R$Ohhae->7?1G0a*DDmU4_-q<~`*(sHoMU_x`J%R) zIUX5vHf_xY*RZN~e)_(_#8>)|el`_*AQDzqDR9JVc!hYU_IuzwMavy_(earMr0_ zRKz4jr^le2-L2Y_&R^ZkC;3CsQt}$rlNZcnbQ1t|gQ)>ly=CaO_obQW37wCEbuqkM zR~Pz!(HOz)GCy0&jV7qukv?)5TdY3Ijka5|zO&1ojoVns_UQ(xU}@%lH)YwiWc0+{ zh@=zrmk<`rs>NqJj?C%fw?a~hi}+vHcMR@05ci$c{3=)M=Isuz78{?E*dD5|H)(1Y zu}|u*oA8$;l6e$HTZqmm3{KNqs21B!x{CaP@-1IC+Q zucR%SL< z^drA=u*a7?w;CH9jU{bFi2|dPf({AEFK3fTe%whd%59IkMTeG@XhmZQ4tONB5 z3T1dckvPG*2uuhKek;-K9+wm}t2npIEroD*zV4X^h%2;{TD?%~66xTzU|k~kXzPhG z>^=4bRvCx96XiABrO~j-9IcO*PEE8oHuP^xU`eVc?0RM5a;gB0U z(=Z@{sT?_Dz$sa;RFj4n?Ri}It4Bz!8_aHn*@w0RehF(RY&}964sD$lc1D^Y_|?Gc z5U&>Fhqt;Ero$p`W0+U6ySubI?89q*m#Bj>JGEf^K)pR$G%qdzX#pJ#ut}I1hwj+Ux(qliWHK%q@;zfg)zz>8=O92Xbm- z8ubh@w7mS8@(_A#;Qaa$jOM>BM9KVbLBt+waTxl5Zom)rO%hdX_rIDiTYu3a?sCs| zXVFU*J$h=l`S`$cZNrJevrDY6qN;(wSk%i=OE*-dt%~VUHbV~T(U12QJ3=(~Gvr#9 zEPr6RzcySH-q!Tj=<~(;{m4K{wyB+VU#m$fq|jteMaP=rOCCoNfdiEP@D%gm_WLg} ze{j5>C5j#b@MBec*mlYUS~>y$5h>-HUn_fk^*+H?WUbruIX^ex%Y=Fxjgj&xR1998 z?x(uFc_9oh2uluxS1}96K^6}aUQlOm0G#T-T94f9>@V8|`s-)?8Bms?j3T@H(F7~- zNnX1L(aJ>02ID5T1GB>IC+g;w#iSW)eiB|#OscRN6PyT z=40*YRx9EhR#zL<@LvlzDP71_aX(~V>exT=gg<>pa?eA5;w58{<w&Hm-#<5G`lkjtTan9H*j2HWnOG~6(Dln?pPz1C<7Ns|$!%D@hJ_{)R&I=Zt zQ_Y)7nH)9nBA=f}@ohHgyeo9aT8Y~}auCfQ!(QkNCS{wmkg3qbx2cJSP!d&#i9415 zehuT4cm$7%S?NDHD4utf534$Psc2o<3TleIKP89Xg$da2x(as``~7I#^eiQBJCjDb z%WX1?O_qHFxslF0v*)ygk2U{0yn_pWjnH z!Xgq8!9MP!#?jm6;>S2t3Gs0fP%^O_;5Mz2B^Q<*$=R4=#%0kn8d5z!Kihcf(1y<_ z?W=K)5<+#y-H>L)=Az*hyox?>t|$Hx@hGD(i?yiro+q*KyaVH^$JK8bkh78o)U{nc z8TZ7#=4e?;rukjj&5$Ydobm+^C7gLF8JI2i<|C8p-NOZfvH}GXMH} zO2-I&5B@j4e*bP0)>N&CJ049l`Ne*ZDz>Oe8sR8TDX=G&3Ox#9?`3&75G^q@#qrw{mcn0*Dfd2?8jtHKcXF9_g_pjX@ zKmi3Y=jnd4J3=qy<9yrc@dR7D3W-|i-LvoGQ{Syi%5eDV3!-VfL)QZ}Me5sLB*VLJ z>s3UHxJY5+>T!fIYDQoWVT_?9lFDn}iU*z1mcX+>Xovp&Dx#eOga7_W6<5M)?12YoYPYRRM`j@5==qEBH_0M2i)l~2?a_Oz< zkF5#PpA5Gkm5f-%xHdWI*xZ)-rQvW=4dHA{f zRjLWPXx0DKQW~XagY4lyXY>_h=w~Q{H63Dho6s41a|$;2kfE!ZCDFYBJP>4A52()= z#-2S@B-9V)7vPY-HU@+BpDTWCykK*KreO0`Aq5j1ihfRT30>}hR-M1R6yQyYOacKHO-&OyMtmJs*NVt6 zX2(57ivLh?q_+i0$1t342FMMv+(pSTW2n1yrX6;wzVi^#&%wKxIY$-EL`Erzo{ za&vu8xPJmU)yCv=#x^fUUW%`V7S>-V?XNs90T@6@u$Z;NxjoOk{Y zD^&1!4PgnswsF(7MBtro&Q^><5uE{RHSo2%8&?ah1JU1NQW(BQ^Yl?pUhsj=Af-Nt z>*QUEXG%Ot)#_xC-Ryn8h7?AL?PsbU}mQwNWtQxu1DDd3Xd-m*pN2P>}!FQwhz!h@_zb} zN|;N`)u5aZJn%HYLm0q zQz!IZi!NRSkl2ZlKaabma22|6#SgtNHZFpHzou1Gn4W^@uA%C~DAZpPD75yL6;E)! z07FlnYp3PrvUZ)@?0%p<5@^^EL)Tp7|6;qdW(o2?z(zDq0hh|+vqVx^k?%=EgntM^ zi)Hnq_=a?>N~uHaAg}0|zfd(cw`<#zWOT4z=@a*2c(uaKgLr`ubHL68$MTF+p#;XA zu;HT#$}$H?vv33DY6PH#LKr_U=?WS?hSFwttK{JbS|WS|O#z1(*|(tz)P=Z@)e{B# zge$t$U-6TH854-XKb{BBnZ_%G52uUf290CAf#(Jca~WKe96LhB{q`FMU?u~D6WBwT zaW5{MI$lPNgkevnmdL_C9372S2xa=Blqau+h0td}G)HbfrUo&!bukyHvxc=L0fUEa zU9}q5m@gRc46B{zzvM0A!c7Q{pKfn4K9KEn@Cyu<+XFOsg$u(du7P=0cG;t^&{W4C z$jV<%B1gSH7?T6C5u8zQ$HVT!=V?|BgFL(6{0PXeVDv$qemL z!cfhz0hYXpf6?LA^jRx&&^y{Z2_`8B#-nOE#2+SPtVJGu=;Tp&@NwF+!-%YP{k|B_ zma(j*yN1Zhr&4)Io-2Qv(BWSKl|;p(y7#zuf1!@24da;GT2)+82lsOrKPPMymj+}+ zHUJg%RE+1SG;h7;G-?0oLXpLomG=1d(Yk{*-^bfM>zA*zM>^$2!c6~V&4OaxrEJXS-}VHLU9_R@44pQM(xXSSkhiPOvY zXjj;|LDZG3l|2=j1S7atifxnHNND{`(lhE%?0a_znZM0#fF=*O2Fs)_wVqT%KERXQbA}?9ty$YMRr_$OT^|?K16B4X8U4kvRX+ga2f~ zo#kEO1Rd^Ti=6pn?hJzg_AfV!|4mPG5QVJwXYKyMCQ@s#K*=0${*w9DMx$l zsU69NHNP$~KI0N05Q*V6DYRq((QooN~BV0_4`UXCj4@TL}?DRPIH+G0dn8Tqq}y@y897qJ;xTXJ(I zl@l;0O!q7dn_~5I8yS*P4Pixu`s5L$uLcRPbd~&TbOh1lOekajxxLL>9JLSCKamR& zO9jL@vM(!u-#+`OtW)d1YKI@EJGxPkf`4{W6i56tcbvoWm?(16i?HQe?06`@REOM~ z@@?d<;Y`ztSo*~g5yo`)vT=1e_N?r4 z!GHFy=BGZV6{CVDzGXX!DX=7{DiQ>V(CjqzTy&I~Q+k*E$kJB}+3V@`|6npT+VOU( zL%dz8CQj%5VO6@a7c^t)oX#h2M;mwNajwxnGTtp0QuV$#?Yk*(-*J%Ps@3DC z?F#h2^NQV1MaREWni90`dx{@5UZ|c4z$Pd_`u>ae2qJ^Vn(dN>Ng2+ApCuwBMkDRW zbLn~@LJf}GK<0vg)Jwh{X?O2nJ{3nbFfkPWOQNR9h1Ma@T`f-wt!&&Vqw!j@zIFZS z^|tVvA{NPFl&KFPvn~Pn4m@A)&YhIED?I2?@6L-fwf$zWpg|(=Cb?wkf zr&1m^4Sz*ZweDCt=h%D3`~Dmzb&^`t@&}e1t8$ecKKH8DH@6iMFn@WB%YC+^PF+eOpPdCr5er% z5++-SX!AAIbHw|DHuxEOTgO43;Mu#CHBIgpZ9 zu5V;~9-j+mB3Nyu;?{rLh!v#yb$OJ2>}9)|*3tMYbRnJHVAaV4|MN5ZsA!Rg6)JH& z=orr0y2fWjY}_<;sYx@_SIm4p)h_0qP2!?lu|>xW@bWI>h(23AewbucT)J_$z|)xS zcpZCH@h!+|10Ite5RdWjitTc4enWkjUi;qm-KPdcN`J7hG<6D1A@zk0b+SSE4@*il zHLz??*2>&B9$aq~Wv8A1;0qGwUR1mi++j`ltsGhl-gA50!utL@_u=c}tuKNA$K>{y zxnc*Um9b&O&R*kL@`C$TXk`Bt!l7q8m%eB9HXX_QUokqwLHKdZ3bG=XP)O__*mV4c z`-Ral)qJ7FNw;BRZd0`;csg})mSiXIXn$H22(o62__`fJkPFVKV5-SYtUwmRtO<_c zRCe>`fg0z@PJHmhMMjSDv;8q;PY}Iym7P&B&UC=>i%^xILb?N>@)>nsE$-hVo64n( zu#g)xM$4|`7O^j2g;=+zSNC2v)fZ4ZA_$VA|wM~Xy{Y6w-w zZqwmEd=bpj;LJs$*vLG_be^KbMQ}xt9mL)lAnbD?1pap^1|$nK`ePiOrq?nP-R`Q0 zZ9RGv)*;f>Xo}5l1YxpkNr#WB4}Wq`zIHVt-(Azih(3=t@_GQs{$eg8chbPuu&ft8 z+wDjG*tqWYb!;ovY1n(h8gKFy{tqAf3Dn|myHIyp6)2+!qrzdx4Tiqd0)*U2kh8Y> znOnR$MUfpbbOYlrx`4na&NX@DCLK0DA=q^jfune_|N6ooVR)_{n>G5EkFB}+LG<k!^7PV$gUdi!d#O(sv0phFAp{a7x z*fgBw4iPGvrhfT0BU3>U;@>-*CXg&Q+WhwPhzRq4V(2>^e8K&{_fRAY2&T{o1cO=l z#dtzEAbF&E1Kifga%~nyG69lU60i7FWXxh>t9BOO-&4;XGYBNpd(&+S5*9-Sz$9Q)B_J0i4U&iwzp@NG$RyGxCAClgZZ4S zvmd4Z})xO z*Xud4>izmPb(hu*uixUae#~k>q6|u5K-=x2+4Z5Bdf6)MU0y%%vbpwfB+Y{vSxEG8 zQPs)Cf1ZY`{VZ8+upKW~09ntNxht6OK@Q8~tzNOJ#Hd}#-@D}4k`A2BJq9y|sejM4 zL$D31H79=}`YT419rbxa=gu4E+Cb{Ww@?4vO2x5ce~DK^kuGyPyoAxn(H5zv7~o$i z%s@&2a-uS89%wCa-NFMR5I|J}bwTnVkHZzgH}Xj(o?O5qiVh2l4V~;!D%=LiwR6i&*w^bL+EtM=XThJx>i8*Cd24h$(q#>V%E`s_Chn-uBuFQmoLp2!Ww z1YVX~9#F8lV>1{aZCk1%)d_x0X49`$7U0@6;53Dgx8%cmICTEkS+A|V8tettkyW{%BocU=QhKJV%mHLEC!0nQIX2^5XYQb1w+} znEPlZcJ8#{i_fTV%s9Xsma-P*6l{a#@w>O-(tO5>v>#v;?h^E-ZSrM%l64aQDa5pr1o@+R`@fF3GAvxF6=Lm2zjEI#$|A%=1G8-8C_a1< z7I@hIRL)^nuf&P=S<3NyY48rkK|WA75e&lc>6F@0G;UCEazC0#H1^&5HehRDv$U3J z6z3mBVnsGhQ_8eDa?+3{x;s@je)QJdd~^=6tnGj)C&Ke7uua^Wv#Gi9Ovrt>#HbMh zw@CRbI3se}K#{xoEFQelKwQyR@*9$^fY5V{VEQmDypx+>J$odk{u0c854dtKa3y;4 zt4XPrt+>qITfCNf-6|5%DEXSFCkj$%eQYaCu|6 z4Wpw{hf;JV_D;Eg>`dMme)Hn2njtyAJ_jlTFSBsl7bkLNTJHTDPh>7R@Q;*|vD{!j zads?8>?ryLm8gx1@?sA;XvreXcA^8eTXYK7I3eSXK@Y4!>j}M>_El9p1fc`w#0M>R z%_YCc06vf?ommCsLp-V*8YB$tBTj6YuY476z}^h=ix@J*8x%s2r#q+`CJl-~PV$Q# z9##@5$05#$$xU%}=HjbJMoCtpullzp=~^~s2KK*6wD}}6Z(Dgsn9DFAz=n1)%$^Hc zcJ$U&s&w~ZD^esoOjcldz7f!;4n9eLR96or?j<^E% zV~IDnl;oE-rUvm62Os8-pA&w#NN+kl{`So6%0MA}`))R$|COx0;Ydg)y6V&`F;cd> zQ0YTukVa?mgOw33lyAeJMAO@MRbi|#w_S>J*#uP6POS}QSZ8g`(w^}!C|eGp>yvVm zppewQPS$Yi^{l|uZ5iMPCGLE`^_c_P%t zra8%!vYR&+Xb9HvcFg>RDxD=BigmLCD7oV}K zR3D>6qt%JHjU*=_P4(a%nnDNH*jO08Na+>2lzwY{-((%_F;dN~`yDi!~m6WnL z%ip<&N3K*m_?27f(|x(8xPRI|s#^-9vZIduLP6{{u(#|g)H?66Jg`t10C1ZqSU<3bvipn*P?O{mdyvvLD5A;i@B~G zab6`(t#;mb1HBoIWM8G6ii~ksdm#ZgQ$*)xd@h18y83#~`S06dqTZotQY3=yT)61S zq2UnnCgH4rgfm_5OqA&0J2zyIn3P~8(*`*Kr4Fcl+p9;H$RsAAMGLbL7N9ly2A0b{nhR5SvuZ!AfS`mu`Vdx5QxvRD@QUF8W8wuPL0IP5t^m zw7)$#1D(oy0kxtidv+UiQ&Kc{2S(jfFk*RaZ4T1Nkr-#b&3LUS1jmM+%EA%GrR(hM z{ZZ4~`x2>4YNmT}Ny$N|Pe8T~cG@&u(JX?06@R;|0Zj)s){WP(5-Ot(uApo0LzHze zk+S*Se`I@%4eq#4tg)@NgFU4r)4iNvL zRWw%d?6coW4iFHxf1)A#4c#^;h40DuPBP|jIIaQ?1fG z_hN_pgZB+;UI!+0n^qvYFDF_ib@mOz-DrC1uia9zdlg9yq>(Qk7{%-!#zP?lS0L>E zY3am1T3e0*t1Ff_QSTOF=X)&G`THR63GU>ZN}2Pbi47xy z-l2IZ9)J^=owU;J02!){M1pc$=^Xe9ouFwSL1`f%0_u+&wmU#Q<5`fOy}nE>n6^NV zhpo(uERu{zL@GT0ea!fKhX4=;j`zFZ*%D1al)8YGZsR7yDqSiqX--w+*n9rXGIe!! zLDS!BWXVJVw1>LdaMu90d0Q0_t{%y7=v_I>aK%x?QV`35jN{&N)T|1}{mt1rYq)mZ~IGmq#mjRn+!^VDk&=atS;Q zYo@;=YM<m7}Q9jk>!7uQesR4W9bQ$LOL-1h|C1I1U1yc!z^mX- zU&^DYLIzB+XZ6j`+6*W)PBLYkdXDZ1lrjU#xL7?1w$hivzxyrnLtGtjrYv?vFM_FA z4E#N-2DTrQuf-^9+*_pxbY6XKpI9~s&O37Z%_)y;hn!J- zJt2OTU|kgH&!XPxVG-K0_5t@%NH8IV^VI5n_5Q6+Mn*=EK1w{!mhF=Fz4q+w?w^j$ z87(zkG=BjSvlS#&I9gPl^4$36TcSY_6>yZttAAzD7Um4xE)Pl@|oyhGAcOHc^?)I#&eG=g-=1k2Alr&|W#N&@;TVFTmT*YVt(LbhanW%|f6 z7!p%486UxzWV|9A!=q=sdqDP16sA=Qxpf=hW6s*J5}nie!J~n@Q;JjLlx~i{MdH|3 z*z_RLpT6-;#UO=T>_AdS9&vD>cbRaM;`zYyoLJcq@7!lo!V7=e3rNo#`?A|pw}4xR zM&$2?Kgg}(oEAUD+>ECaf1OwzTeC!^aLSmna#P>P7z4YDVF@UPkUyL4$=X8Zdj}(x z#NRMwcB@WJ^)PHd@@mA8o#cp5II$|bJgX`> zeLb6(q@0Ttj7x^O{sQ8Y*Di#M-5%*4oE;@E30f(SyeprtkB++-NOI&<8Ib!fvRhY} zc9`}AF`Zhqb6t3u@fda<@Kvz(2wx#Xn{cL+g-%(=cb41# zJZet8i~_lB&*b+a?A(}d2+FshvfQZQkGCfQpFA&+Z@!*E96T1ED(`h)SjQhEIW75Y ztCN}i9x7>awelu{;`>W8c>C``m~L_OC4w5CWq4w9Z|j;vDy;jR;j2|=%MwmJ0l62l zB-XBzNL=A5UgSj)^ONtHq7-4 zNIZ_{4pby~m$+IK@8mHiNir#e{576S!9#Mc_%BOz5n-fYwjWZ|fb2ihDm>v`tyoG3 zadbz0MMw%0w!%tu8zFt{(R;f+-HGMfVvPDJ!%4ndRU4Jp$G0V-F3A?&xG=zcW8j54 zEQ87~JlHYgj^g9AcGjcbpC6h<&CIOq3$%;mQW zX;jV9n*sVJ4WV<8rHGg5-jTdM-7E0S+(t3OI7s}x4cJsJbNpd67lJ2x4GOo zj+Gc`-cx4B-hp^>g$IR}^rXZhGU7(*w3{Rw$?f#LOAvt)cN6z={LXKaQT>E1H5A-Q zNu*SINb0#GYut+72DBHbZ0&2 z2`}A`yua_M)?82fVe5cQiC4ip4gjQ^ZR!lUH;xn8%(94PjKK)42zXbLFB3 zZ09F2a2;mHobl7PHW0F@Y7heZ;n|3jQ>{GOyKa?IalzhWHnAo*&UVhwwLn4iBKGuS z@@EUj;8K@>HI}Z2i7jWn7fDxBb|OGlQC3!lliSA!hYJywTiK;VZn0Og{Nkh3vAo6m z`flU6jq3pebqv?%r!sbY2~A;hVf-)evP8bSCwG`@9}bxN1)=L2!bn#kdh2J=n5nCn zSPjNv^|I_f2C2AqUp6GTWKl_Zoc0e@IdlCS3-HIeJe@GHqnfvhJ&#glzUvdD8}z>1 z@MR^gPJmc9F}NzzG9pBcX~z`}9>o$>d)~9F`=K};;BaVn7pM)?N;c!~r5kr!$0MJ? zcU0k19M%!&7&fUTbTE$ zd02_XTM6(l&fYeE$N+v{t&WVgZlg{z`-)yk@hd*nm}DVDhHBo!I`5#}Q2(U00OdP} z9ES@L6Q6m&TSQStt5|^bI$X>u#%WOi0U@$RVfv$vnT!%*$m|*p(Koq%Wc#5PPu$d4 z&8kSodTKcKc{*{-;QVF|k8ZmFYby$4Ah5b0CZhgp;}C})UgmpsR2>i1A#krKK*&C` zowGCB8!KpR#62COO=B01AZt8>QTdA^Nxm$Al5cm^_?4bsGxu{&(`+k_J*iJ`o3(i) zqqp~~QJ^=)r5U4vK+BqPE;DznJodiylV!9EtZ#Bpizt*xA=qq#joZslb(9;>^2kra zxw+Medu^GttzUHxi%8is6OwaR2#ja28wtv45-<0koz(S_TmQh_^O{e}AY6)Pnr<5J z2(&jfH`XmY`Tf3bTV~0eLN~r&Oet+aGa;E-p<{vxeN;h8S4GE}38s+y%4jpe?shYD z)Ta^VoEG*-ne;rH`&sNZxM;=yLdwyd0}x4qz1_gGgtI)R+Al5?1i`KJrnv)dUzmPz z^5iTG`Mw^R7!c_%EpW5=#;c8(V~Ax}hUsZIcys{I%gXxe|Kh$Mo}>#7Jc4n4s>Oe< zQBox!P@yDdI_1~d6J099$`ZUJ)>7fS$kN5jyjll=Xx2QmN@}K+x+_hqkW)dcSu^PA zOiN$CTq~2q9o*6pDy>x3uXYETmH^?4OFwm{dnwVx29vjTC!M*VydX*JIPYRI+ zYodC8K<~Ez{6~jtk}mmQG_|;9UP#x*ls~<)sSxEG7V(!PiP`9$&{!8xk4W0-jcFwO ze23AFQHMMyy-AVWQyruB(jzpV-w&c}6=YgE5!^_=B>F>lw~%E&I)*%@Y!Ceog{h`U z;dP|g5()34ee}q z|Ixe6z~>9ThFfju$AR!XT}PBFu3OSfIX|g;e;;Ql(BSSjo!YjuFFM}NwBOtVEdyd& z;D(a}?2%K@$)}mz&Rp8Mz7u6Sr}$Ft^N6m=E##DQ7$}=hj+7GrRJqlCg}I4&5KQM( z)3>4+de#0c$vrv2Su6(U6n;`qBS}(2oafp2=g~d#V0`?TjgMVDArNamME<5`u}$NQ zxYMk9_*Na{U+6S?@tf0#s4eu#kG3n>ZzQZJt4@Q?W6I66AJG`}`l9&oILva_1|=_x z7f$_XEt-wqcB!3Td2f}}! z4gpdfFpv~p2d*yrPOkB-qKF!_HG@nObZV5Pw+w3i0CRH*UPxsIBW_yW#w&Qr&|N(a zR+3!Qd$3J1EAYI!;WH)v^w+{4vCO~26inkc&u`L1#`Tay{<>}YCvCfJiVe=0@bdU;gOjZYqVEn-d@|B@PI03m{nQ@o zm1-29vz>3_6n;h@TN`3Gis`$Q@EYl&uMzOt{?HBh?9{$&pTNT$?2yFVgYK6VSk6_rErIi)FEQm#S`_ul3pNCNGOSW1*s7q`Am80l( zva{d_c`7{+1mp&QGsS8al;Zw0H0rz>!N&3d1Z!}qi?$E~)R7=!FKI1SnR)S3G>Fq( z&GKh%v+yG_C0E-I(IE~aXKDp@*hoN=0-z4Jmsb=C;$Z+51$rZF->2!ZfPA@75;|9K zh^_0EDa8OzdSp9b4u?xeWDOs~x5f+?=UajS4%GtUi4%GWlcfCnho{7)&*1&C__qWS5h5u6MycU*3WnW*lNai zzaN<9y6-&ny|j|jS6Kif>pQ^z?*RUv_D=&zuA1?L;bLLF(dz!MLvUF}xH~D@!=DHmMj$bN)#L5C=*itB=|g1AQ4x%i@R$01HL| z*at4=y~hsL@hD&$xf7>N$L~V}unYm?nwW%#7&_ik&@DQYEe~{w8q((jo=ireZDADH zEIG=n1I=rZ{ZhZCtg&s9`bCiI<950S1*uJru6XXXYITiZ$Oni9VBjNl{eV&cTlk1A z>IBQr$FEY^BpvC10Y5zS1Xx|44TsDn*bDd`Rc3VnNkYn6px=WnOvkG1wYTp)KFiZ4 zm*3%fHdfCaBJ2MBBsre(pa}RA6uMceey{7K>H1uD24v#BHZvPU;w~seD+3jl*t;Fp zKa-b8ayt7ruV@5K>;E3OnO#?n{|B&Dm%_=qqL_L+Sy}m$xFP!co_F{Ctn==K6h~j6PxB$Kr()Qad<)APG~p(zer<&Ty4t!`a#S>&TilQt!^jpGo6d z14F~s)>gS}ax-`U&+)<92sSQqhvj;gB}Mks{pOd+0dO0`>P&V5V;nmbc&NJoE{bY@ zYzDVaHJh5AnR$-FJZu-9^L}bN2M|&$B;RFoDEU@{W|<}Cd?-vNMD`?Dmiu#^Oo|Tb zhYN@*0??XgnapGp__2qFhnxP*rC!V+(GrwwkkoIOY@KnmTlylLEP3V41Tp_Sve&3BQcH ztOg5$fsRHYC+*^w>ROfe|7L3C`i3Mf`qUaS=cXU3{790AQD?RXK-Bxl)9(X>OyjjB=GIi4r)cBmtAwsY=_* zFu$#vyo|pIth!PSp8BYa&|p7U?oA@OtaQrIVt#7+g4Pv2E5XY6qK>jR=8drOww>IO{%W^6M3ue`xahOI7$UheD^VDdur zOM)NibNewpC7HKsZm4kR3ER~+p?5KnTQnC&JYJB6X=J=zgJ+Bt1{zRt{3zLxOJFMD zCZri|N^6Xi=w8PFqf7ssHD_;n>Z^5{^CF(8<)rCc=MnP9MX&`R67ezLr^$msV zyCXqco;{PH4ndkew-Q=tP3^h#&d?Yl>lwz}2A?IRDg6Xl^C(o-Dx=;Ncsqx1WGmxn zUCJETKMHrU-^vt;zMJN|9P-g>|3#)2MB^R5#q~GonzH42-nK9&GiVq7X~GTGXuACY za3Yi#oGO7P>k>~tKC<*eMB=3A;E`a-HT}n`?r^w<&oEe5Z^KVM%Yzi)eB4X- zQP{M5wtz_wrfTT@#-Hd}@=u@hshsx@4NA-*DjjE^4r#3j~IN6V@|t6*~_ zmY7H~&n^XC`zP86fB*K-q6~q$v^ymgQ&05gl<(0s6>jl%g~IP`#6eGE&c6rq{wyP6 zq6j$-JG#9hsCV{!(@*Q@=*ZhbU-O19xXrZ6e!c&xe?v|~l!#Pn_?EZ>@|;d#fx^3w z%4p@He_nYKwnjf(ySa!WLC0UtZ^x+Xk`a&Gw;q8y?Pkygts)YnA6AJ5KRg%TIO{47 zhOs$i$g*9>!=yDDFhriu{GpPkm-5Lcb$@IgGlVTs&ILdysg106_6&m=I+3i9+(HPBtddm2#fc9Hggw#S!`Y@ zw}Cr9Z8D0R*YwWf+=cq3c9^j}#yO7NKa$@6(a9iQQh%cGC+9BlK~D|t0*&x0PrAmf zc+2C;ADJQ#{aBSUWuv0r`5J)px=i##Bi)9`tH*vTrVLHw6Iq3B)m_x7(JfYW3FxD9 zRJ>tEy-T%qVMp`4?HjWk39%mQc^>75?|mLZHYOn^71v;d+zR65*1P!g z-atA)+!pY||LO0ZIaIbPNV=X1#b_3s4wXsYI-eKjpWtAj)2=!k|IA$oV=&{{KU19c zp4tuY9x5|^vTXwrJq&zOSQFQtpIu7bpL4$Nna;l8q6DCn&4g4Pa=inbrSi|aUol&j zK=drbA6!bB4+r_)2|seWQR{9`GcSHcC(qO}OB`GDwp{t&oovKWGu8ZiF(kuMRSXbt z!(XQKM!xSYE^zlkiNA>bu8BEH&Rem{eCp;7=!1QVn4Wh_MO}I8Zu`yH<%-yt*Z68n z&LKW#I_l+P*T^8!n5Uri0~@0+A<^{@ACp`CBInoS-p_|eT%+5Rjr&!ir9*oyqTC5w zdHfOhH!_^WL|BI7qH;ZV53_S_OxS-xfLN)%C8A^)g2QNWn)qCBnFDohzOz`X2C9cI z(4m5pp)vTfm^)p|X2Ui<-~7imR)Vdcp3W~|wlOjSDztMT34J9ox;<~@4m}wNcF@=6x{&>S36!x6i+incoRzROdUOXD0T{5k0~zCW0ldp)2~Y> zDrp^+6KGw@{iFoc``_Fpd`<@<&;UKmIGQUZ4}n6ue^!Y`P}Ez#?BqToTB1-?VH}dU z#?b|-=Ku>sR;h!~{7{HR`qA3dhYEam@gdn7yp8+n>i0EMJdE?Uehy8yJFIItPe@2v zFwk|H9;rHb(B4-LH+wplBLT>K5Gfn^A}7ZD{6NvDe9@D}sli0`{_)5QyH%A_S>moU zAkP2;X>M|@k(=r~vEp6)SOQu|p_{q%(YAKkpxaHmHMK>dEkFE@F^elf%y->gcY)|R zXU7HyCxV;`WX*xr2Pc2TGX}>Tr#h%pS#)VQ&}Pk>v-}JpS&F}PUauV&VF1uq(@D-V zS*M{VthnCwAFVt>LyEQ+yK6s#xC3x~a8*mHl6rK=Gu6!hxb+MD4*QPbF)zUGU&Fa(;;)rEyn<&7)Zlb@GT6}YH0527r1!)(%LbG zEcfmiyUNl%c`c|VZMu2K6hV#a6X1HY)ZVhxc<5sxeSGgcJkXQsf#=wR6onL-PH|hE z$yfFy?Gs*-&7bi%mdsy$nC&ct938TS=$yhYbAC@hh}U$+hdF;;mE-aFp7Q=1bK#fj zPqg>C11#kpsTbfI{Bup7)7&T$jN0eBgUrzV6$q~%xA{WO@zjw5%En~~^{gn~tKs!y zTc&W#_*@gy^FZr>Z%#abM=+|tp`*e?g~4oUONk{(Mtg-$E%jT*ZhDL{w@v_p$@rEhlsV~KAvXBmHqB1@m3U@yCln9kpQ=bhb#5l6u`9F1 zQuGXu3twk>rfc(Rij~r2xPTQS?y{q!ga1W0A1<5sn+(|^&cmm5hisRrD0i^DBfBbI zxA4&&kgQ*-{813U9iy@|XP9ik``yg2iVV^6oF^1pW)}*ly30eRCxK@2nhESp z5~Mq$0+i6Q*cOGjd}`jigI|hU{kiPQLD(WgFu35ateYI zdac3BpzwxOQZ!a-Q1f<8XIxaDv{G9IdmR4+iWC75Ed-1&fW+UG(G()95~c0{ zvY{E*HnMkPMW%Z1a6go0_=J4=dMhn0?cGwWVucY4gO%}6*PH6QU>yHw)fEK-dB2PN zgIoc50$}QSB4|}Y&GZWq28Wt)H$V=*V0n3YtP@4Y?Ci&3HlhLXdtd0KaP}#;{+r%G zCIz|aUTipm0Cw>A*LS|x4wb_lC_>!MWYhiB32bB{FA##6(JP4!)oG#YpDk@pRUVam z8j|o=QX9|8u)f@x1I>&TW7D93kX~vv5PRjoFpl-H#BfB9 z2J2j@_Jb%oaOpzzVC16OG?~voWAl9h(kA*EucM_qpRh4jzOjX{+o{8g*?Xsj(Czy2 z*hLv84;EM4IWW_&j^UVP7&>4h99jT^(q!fBEgqpb8oXT(>KXv(LXTQ)h6ylt^~O;O(4P!o9s&pu8%mgUKC`+5YAi)C z1Me1rpq^Ek3YdAp=H$!fr*WJ6uIr;bGyd0?Cv(@AbNs@KlmCMDWMG^0|H*nlgXLgl zk#*%zAo$MatHbk4$G-2wgVN#bpK2R;m8pC|Wd$}0bj$HiS5E*5T1x%pe*t+QSTZex zE_?!V=K>@e@X3H^NjaWt`BtjV>;>1?AMM#1Jj`emPWr)S-uL=^t_zFRU5+3JLF8_e zSm`Ys1?bK;yRz%q!J6ZF)zGxsjm=NW29WJX$>6aV8`JaIe?C-`0HMB3a4Di*IaR6i z@7vtOfbvq$nWOQceuo~j`BE)t!FI`H0J|&7kZ+D~ryFXPe&Eqb7jwh2H%z~A8Z<9L zRILsI+g*<~4eEh}B&EM@(?4I__e6*wxY)%nw#fv@t2W1C4;a^EN5(r`lbe)p?wo%h z!+6g(2e!@|=0^XI&gM@?M2fGS$7T^pCz%fwWg&^s>O&y?0-`@G>J{+EiB|?}8vwpU z(&cIi0v?u^*0G-f4GY^!=n`1T%doY&NrH>up1(PDVqF2EYwu#wGtOGQt=dM6w!(M28juZM)pV*HA9{cA}xUyTq z2EZ_e%5nqs-72J!6h?~s^q-ACeZ9PvGAH!Py&(G1{!evmzf<9Cj@z>b7Pa1{=DQhK z!N1_Cel)o<+ptBG^I$As93#mb-apVGyGy%lk_7^}_HY%@M3dIMr2{lHc=~2a1E=jY4l1N7QE3A$rr z%txo|y-Dq9q3uoe8~ire#<_bfuM=5_W1zZ3i8)X4^?CgT1%*y&1KpMw-1`iKomsjp z;(iuTtlPy^py~Df0k7xgYO5pc>|Oa32}K}1Q^3jb0}{>)nL37HCmJ2Px%Ii_6@S!|kOcfFnD zrZZNff|KE>`)q%bU3hyybL4HW(Nh~-{6NPXri;RP2)gj|OBStvcA_~F>DDu%Q4u<) zbgbW5a%n(FtJ>TnX>x7d3$Y3AisAPg?GW{SRAygl1rmK#b75`llgi;}WiS^o6NW%H zP4hXqNX9^zl7>!^nJ=n;xmidXu9_t-?{f;&6bcTK9IDE}wf%qO{2&!?;mBUZMM+Hw zp0iD5glt)2eBDv8jctB=UIm}E*In5>Ti(6d_|Sc%x9vVxohNHI`o^XYxIF`yZvZ zBiJyH(Lw3sM)57Yhg-4o-d%3SJG&5nux|-}<&Yu$5^qUj_cW7Yy18K0q^3&B z1bl7adHg$QfLR=q^+{rfAy8+*+JJMsd6O&%S~qQUhm`(exfZ(GhnFR_#VSD9DJIJD zy9^`Q%PJPdEG{$&Pe0)ORprL<u7b)Mrb9I7*m)D=_`Vl0XMR9~CnT&_#i`iC`R0>tcB2Hm^R zP!icq{nQUG(g>mooiXRyY$mte5AFr`RaukRdKXT!&n7uBe!c6~Ce7nT3yo(-uJX0J zR;~y6yhFCV2i0A6eZY#EjY?1rE=N(5i1G`x4N@C@N1 zhw6HV6@%U+46PWuliL?gO!l!zrBd!LGrnd4Jfy2ELvJumv=L{}k7wBr&W&-9{H<}o z7UC$l6^K~@uI7rcX{Xu`n?d+_Ql?i&8K|ze3xzaBHWyR{$ z+U?9;!frSl`v_pZ!QP72aXrLuJNWD_DFN0W;7;M#FwAf9m2?TlidmJ6-ogv-$!~DV zU#O(0a`^HtbTW)734zYy+gWS*Cp%dBo{wvhyOfh#@9G)vdZO%b7-QrIxJsZ%zkZ3g zUqPevg_a*cU4XDE;<4d*moR2RuIr!hU5`h%zgXZX5SoEa5RFTl2Y_4>FDSy~u^j+| zDL3lW7_{W0aap;*UGizX4g`s_SGxN4m+zr57 zl|M;>+#}y@B@vtl+pm;|3fdxGE@VG_Pa#;ba*ks39cMnkO9LHTL`EziRq2+T2s@;a zVW4POBR?3}VmJsOJoQu`zj8-3sHA+0QXb_$OJOI%+B2>$yd9mLZ9K8Ln$LmA-{Sh} z5@c!3{Gn)kZUH(C0B5_m-1~9yV$nd4st(M3fRzoBLVx^v3p{Or3IsiHK*DkJzH;1; zf8N+J5qu$3RL>rat37^V20FaHKBYRubOOdtQJ9-Cf-s?S3eXY*+9AuqAR8GOsg@{H zkPqYqKpKE`1mMw2fRcqEaMaGIv_qHZUkeF1SHA&`54vi{WQMI)f9CtsM-S z34S<%ZS$+%xjiAGAJjtB(O8ar+k4Q5I6e@pv^LzHHl<4bvFfC zN8ePp@`|OvSQf=PK^2?F#lZFjIk*xKv-$P1(#8eXk6{F?%KxhcNONgq0P*D4DW^Ep zAHa4=#R3@0u@rt;VX|#53#je8Zl~6yK`L)9dWD0_3m(pSkkHS4 zFgP9@S>=+ur@H3jD2Ua6fMUm8tg8q-90nC?zGoP9R}RyX%|wog_~uW9a29TjJvanN zQ2r}s1SritF;`Yq;-zL7%XJ#Bw}VvIr@)JZWz^%jG+!}?Eq}cm)AcwP&21$B=dkWdnUx3ga z7U|es?D_@DogGDE*{_Nu1Q^S^+NC?K1UT_Zo{E8IcKev*S!>u^B@JGiK+=nlXT!Gj z`yYxZ+|#zy-ijQ>p6AwYc@&yY@bso7@Y_P^a=@11v7P-J0eke-NTzZ3m(?@>d(xZ2 z64j~RB(zW$F8+N>+j#JdRyO6TSGbHIA9L=2yDQKFGr)200nk8!`=Ck`McnRo68sue z<^eRhjAUtAryS^eb)YYz_c=)2=s0&22*-|i98 zU+G;3VYg@hB0#qCPWR12peOX?{rfle=o1$r>H=aFQ&T_fy1w>Jme8GJ_5MKh^3`PPX|U=Ftr!YW_c0B6c+6LHT>P3TLc#F_;jE`p2S2W;x`S=0Y+ z+E@p5e)D`)W8HnD*0I{;j51!H^}_TWYiYb+_fPa$kCo!?vnXna{n)gzGCc=D-(91@ zoT~oBn~MpmsE}pVS}mlW1wRzNx1O#}lY;R+!FP1>y0xC}sStar(a)Td?RiMV;+7%L zv?I^9MZexxY23mar zm#?0?)!{O^9(6AM2IkDP$gYm6jZ|95$DRP*Wyj!cG&>FC^j63B*^i%ZKL38f)?|M?Cg3tEQ9x4MA6y(zYXU{kE6g#H zN0{{_oFMhThY82a9{8K3NCxti=-X%cM&_r##$DKV@)@3H4?4Q>%o3C5=+f<6li^vx zjGUnJF|bL!!$O)*4*#^lY{C5mt^IxHL{U1nV)3|OU`Fjmz)ZIM0Do+h^m=VPctObt zZBMqmbcjd1$slw-ipFeSLk;55Edo}O2Tv%vTcUz*n=u)V`};JF_Apn5;ZqW_$?!XF zEUP^2B${61-&F6UZ|!mC{$*+OS5qZLKPvGVyr;Ykh4;`xs%p6vc5eOPxc9k;avx^G zch%|1CJ9EB2~iDr0>0NAh?gm5N-2Aj6&^SqpL?Cd#U9G}*(QmrV3b+_Ew~Gb^G&$q4&+?SVB)*Z=ol*04$%Mg4GVqfZPs(^>n)0O( z^Skd1xI9@>-{Dv=g~c2Z(3JW`y)?abCVJi_)^amUo5vw5U1$fKA3IXb1o<+d;=RE{ zjZ^h*hQmhMNfeg=OANGMRc>=VD_!L550jJj#>F^mab#1Xx&&ACZSSa3_(;$dk`e3N zAr#?NmawC>h_a$wY<_R;V=Y(4_+=5-+h1&_-0ZCm^8;#f{rU87+lF+dknR>YUE@Ie z@y{49hIz%<+y=At_ON0XbBOpLv60si@&8BDb;m>f$A6n56eZaudn;s|m6=T>J1e=f z;$)l=rLw{y#3{}Q*(*C`osiANkv$ICXa3&z{r!HA$NkYmmp=RRe!iZoq$%{qfJ>d! zPgtwDWfCB^8D{I7Y)i8{jT--|@FPU@+l$uW0o&)6*poWv2B;{~zF~FtT>xwQC&I;w znD&nphx57wOdu?XjnYo(M|CK33)j^ZEK>bysDHPfds5x2zRkVBiHrg3xi|3wJuQPU z$J+MS$IiH5XPw-Qq2U-DkocSLLnNL}t;HE2(MxuT7rN;``Bi>s}f=w}94}(nc8c0K-@1$^JA4OX=Jm5;w@T zVz+bgG)p3^@0~!8a!PJB!AL(jj6=hCe|il_^gu%(kb*1hcTe8cu4sA8!XKH4Pr>9$ z81$TDPJTEKDfUl`>6jiAsi|-C#!OYG6C`f>d8XcW$XGu!EA&)I=w_98oOrjVJhIdi zyjs%~Eo(hb%J7jA3EQ#cP!>$BpRqZYpPt(#VJmLp_=SB=&`1184j9-d`@X^n9_9`i>BIb;%Hk5}y zNs40o{zLb3bt~s_{4{;dP<^sgtxA`?Rv~Uwk`*0enPZl<8|Uu-5D*ZcfwtjBYnZ5~ zG;o-*&eW4V2DOo$gbWk4GS8fzV1)%KL8$~%JrrxZ`f1Ja&-y7(pfyZZE;S7Ol-=4bbe@kj+T{1Mr(NoN(XGYE-t@8fSm?w+&(4ApK(SoEGj1ysP^)6OUArFt zpf5?zP~f^(1IHZ~!G7;!NpbDWdZ+m{6y5!1odZQ~*h^&}Y}ITD9Xxx#J9Vqsq$klX zPt?80x}2}s@pg^%I&6o+`R3^(!6e03PC^IWZ?i?(HP|z(g4X3sWR~}V|2y6!&)H`o zQc}P6>v$iN6i*IaPFL|j)Gp{tt&rn6M)EEy0YAw7n7zS1^$Ld|sAWYA zreqx9*A_TWQK5@S8o#(^Ce-pX61zkxsC8x-kh0?0kge3+()nBKp#T%sF3+a_4snE* ze3K*3ya=dhpZNLtd2FaV8dX~`#B(UPaLLzN`;9yV6Lydc@s~?uaodGCZG`*YBLOt% zu@{Oih#9>Bc%hF?0ki<1$Pl%=Yj2(b7?Ca3lNe#Va&Ro?zXAT%1*|6lB6WtlGSD@v zm==u?edhYb`Jz#7fTu4nD+9%PX-yN6|5T`U+{)|f-T**N)O70#g7qm$fXQl6d~*em zKLU_OFl5ibMg)`F10PU`Q{ucrR@LK@^)!m(tCf}SF}!q9>frwZpmCk&8LNA+*Q_hZ zmL{&|K$y}K586w6lKQ5^1uytfnn*z7CVT7nBv_3S#mL(9QSA=hl)M&7YpbAj?1^$QTl}<^Z#ir+i#1wt~CiH;H8HgzU zE9C+>7wCLkI?bzDk6s7w|MKTVEN;!VgK(`r4=l(CvwXSvQii=#5`Yh{<$+J%BMa$P z7=oKgwmMm^bb4Q7Sirw?UV^b8t9PkwGw03%!ep*%Tqfo<0R1RYk@;*&Xiwz`dPYd;bc9%!Qt z75_y_GftdVfW&NDGHzVw+(H0dO4#pNqQ06)RLLQZeBpFSd=2zKR3P`G&@}($sgV%Z zZor>d+37dLUaud(6r9chI5kk3^r*D=mIw;AG;>G{7$D~N0S|xQviJvL*9tOXiFQg2f$DL z*zg?lp&xQA0@+T8pZOHUDa3nu_c_WI^u|NB!Wm}z6gGRQ_ALQJwPkp|Yk0VMezw_b zkQ;xz3Uu$8o5B3HpwOJyWunvDFeCT?r8sowC$Z0ss4oV#t;$2AN z!CsEtMJL8EMWH)B^u)1oLDUnJ+K3|$zd$6G0Ur&{ z!hPejXCv<~?HwZkX$Wv$4p3Q#*rbdLqJh;w=fBjtpV2JRL1JrMB#o;NOTQEQuK>&T zBpUasj}3U#K#HT`jM8QRLkLKRC+|Wr(2k(1JHRo12ioUJh#-w*NapMiz)f(05|z4( zi!S>gN&J@81(SbP6Tx`*s(0+=$O;Ic)Ba1!BW^noQEe~mC~>2#!QDj6iSYI=AE+@x zJkFqYl$DVIO8?47vkKG_OSk`iT!}Yb4wJttDLB3EJ)eEw5}e_qVR z?&s-_JNKN!>feJyG@oSn_Z5q6SDZsw8Rq${yyoOZa>?4eH!cwgdZI|a60f(V7GZq# zLmB^DOM-qP1xV+>?22RmK0COx3~%_)N&%)Ox87|>C8#CQlMv~}8lkS8dBP6R!IK$$ zlnZw+ZMqh#>9|Td35@^JK=%IvWJMAUg!2d5QM+~j<-Ob`YPjXRX2QnKU}AR7A8&Jg zeH#`JYy-qvqA}YbQE;nP@Um<5yOJ*kz$RevnUj+@vH})a z6~QHA=|fgGC*%g0(Eo}l1%E_?SS{dH`3|z#n=ry`N0y)q07&!0PM%p`{VUf&6vLk! z{wtm~0!s6izf7G!g|E4#yI4@b#?R&A${QPF78VwIJJjGEXEx2jtRS^T0~mDd?QNga z9`12t>%kX51OlMl>np@+X!lFOL#}8Y>HPFc8PikPmFK`JJ%Ur!ZjTXJGDg<(os7L zjJ|N2ELXJA+w;!WmWFIKradoGVDrxYpUpy|qxwCZ9Bslmrp}h?6bl)ZrSF0~T!{z3x;A|x`eyS{4cmnBy-(>{ z%R@CAVJl!Y7+uN@AGzmQr{tUQPw>g~OX2cMx@%L?m&e`U5vJ=@PK;k)B1HPfCY8N5 znDqu+egQ`PuD0OLV^#a2V(14(iGLt!JK3r0dRv0`=&%dZ4Sl1USocNYUf8?>bhFn-TTZ}E#As) zz5e*UCc@a>{>heE&mT|uw;=_NZt-s4q>H#9_1>*ssvKR8PN>BT6CK{v{a*$+!OG|2 zkgQq-Ma)K2`-uV>C`JAKRAp^Tp%9_tGXn8xVfV%KO$Y|Rb+8N)w92x&`zbs00c-L~ z!ck&Hu?bhaqezlBj~Nc0V|Iq1+^^IXnfC?@fe5F2Jl1cy`!5kF;-lwIR9#l0cpmZl zUGB8P^*FaXuA`)$8Wu;J6~_C^4)EtrMP{E)?qB=j*-$w0?A6;_evk4R@R2?#|5R2( zu5BZk+(xAhrOJsbDdR74US3#5hgz+g09pIm(9teZwYA_8n0c4VuVyKdcv`<+6@Ky^ zcv9ZR1?@CFRtjg8zcm5jJ_|UNtYVNZhiOyksn!!?CvnC;#X9RS&1PF_`1{zCo>&+! zk@CTvrF?l1G3OQu@x?{!FR}~la5%97+M04*8wJWaQCP9ARoWYid*!0F(H|3~zQf0{nytrDp=i+cqFFRQGxD^u^nLQ4 zXTE*LxcTIRkry^sgRbZ|5!RhJ0ger8v;+OD!q}fReMN2kOm{*A8!Xi_2jVm@9YUPa zbdy`Id76(yzB^UuDx;x`k`m}b%S)q^e>`p-%N5nBqLeg`c?4L#THk(K|M%y9ADdp^c&$`D$;NmOX#>=R2a(_dME&z;y>pN3($j?%n|ItY zwmhjv?ZId4jg30Hv(ue6UkKfM0v4g1q|nYsaaJN#n3-u+;& zfxi?g9tR_WswW?2*{H zSfw(UxyI?qEU0HY!;pU3*aSR{YJ=s`X({_#X zw8kI?8}n@O)<&KxkQEvZhC^7%x^)0&s5PwCyIa&O{(eouKI@kuk5m)FcfBT$=1NK0 z^|SHwWBX${?_wd-4xW1#3LfXf#+>&i7IZV7uUr#|^H;Q89gKp~?(y+Etk=@A(mI{; zJQY8&IulEZ9u0^o>wLyl(LD7X#Fph=HtMS3=_hZ7AJ%M^SB@Jfi#=ZIW{OZ{UplCo zlo7V5MAU&%lmYq+WuWC*o!_r3HNVdUX%Bt8-kqj7MKgi+AoX^K%-}|N^40XJ^y=eLB152 z-lN|4sebCVuj%YF{y7Vm{`8QBYDhpR#7IP^7ZGNRR3^#HBXm{^TqcfQoS!uh)>V)M=l)LM>5pn*>d3}@013jj_RfcWbx$@uFZ~ z%#ZZF*C0lvIbD%G-7^r`{kn6<^Ka6r$16mVj3$>i&w?8A#_6*^a@wJ219c0rW!g%Q z)ccd^e-eLYB?HvfiE6IYIsJU+0bc@>?!R7ba|+Ju2u6=&7xy>|y%dhz6OQ7>yUA3J+Hn}PjYJIn`3V3DwhI1DCp z)VEY9RG7pRXJ?jkS}MviA> z|IeT))=Ke)+zUwmUi`ZW7_B(qFol*GBvJs%D+rw%eM>8jdB2;x(seCo2+%nI`cN~3 z2mig1xYW_1Ig9!J5aj<6L;rzavK-`ewb>i3OpgF&&LBUjTGDs@4j{-uqY_ZBf{t=a z<%M|A_(GfqG&WivnP+4=$=$I7EI1Y*hBTB^S|%mnEP*}tSK_MB9taSILZLH2xj2EB z_l9~f2`jXKh;QJB1ppVAP~)zr6Qi@&v9%1q;oA# zEjkN^2z5uRMU@vAu&cx-RB`cJz{;xNPY=d{4_1Lk;3H^x1LyFkR{8 zcOi8IQf;uyoi~{t%m|75Q!*%#5>{Iwk*0!2|7LF7VA6z&C^= z+tdYLv3WLLwgXmmV8DH=XJKtA$o6CLLdnim{WFkjIp3W`jIw`23=XgaO_GA?zg$wP zyjxxE!Ni7`3ct~GVB5Hh7JoJB;s$iXYT$*hSUnlS> zL?M$N)D4Qy5_9n@$Jw@TAFUAiZ;Q}9ix+cjI2trFRfH;E#uS|+QNoWq`GuPyCi?;B zZk7x$OY4skppqsA_y3no`0xm*9~>v-B(gwoV$eoCH4u1*Mwu5SPo(z8Bc&{4L9hVW zZn5B#Ij;W6>)W4nKq`3)kPd8t`G5f3{{L$MS|F8I@AcK$HxsP~U@H!(!W5_bzhoxO z>{r2FtL40}l1beH9%|s+wgji}7^&p)#)RN}AHB`LS84{{*jXV*ZXf0SES)jNYUbZ!~&DdJ7WJ z;r$OLq!QAg^#({$z(-&*@HnAVj2kuI9safWs}6`E0xp9q#Ei!_?v~pZXlj`xU`@dU z9~paTnPaMzOu&}U4x%4`hz2^4;aGcUZmF#GO1NLg`I@!QnKHI&yUWI)6ah^mlaUo54` zdNnP$cIU2zn0%%|TWYXT%VYPC%AuU#)z0C{j*<~cvhe9gDT82wJrg@uF5pHWworme z)bO(r+pCSHy&4$no~7HkJ5xvLrAjVQc%z3eyOP7!^EYdoVwI7sc>x2{w?9FuANaa~8-Rc1KBFjZ{*DD3aQq0t~<0p!btD}92K<&^*}KhabTpEy=* z#gd1eWZ6u#RD{I63y!bHPz6^wkUhiFVprW=TX6jyZ303NT$@gKG_N3p>E<3w#q*xQ z4by_JIx|9o*j&G}-dJ((zmjgxn(cpKk4c6`2kyH9|Dku%w!zR!@EuRvZ0i@a>BtfW ztOuc`32|c_|Nb0%9K0o0c;M!U)lQr*Jri~3#}ACuT2}d){K=~MrR|uEybu(>Qpvyb zQOc6&15RxrrtCqUq?UIs8)YT+3_@`Eoo>qpDU!l+Uazj?Fj~WsPCq&ab%rCV_Bz5} zOqQ)1<9``kbh`KHswTSks^!;#q>8|MSv~NIOJB=V#_@C<3YWkt=K<4~p1Z)JWCDaC zAhwFHNN-6uEmAoyx|Zx=p{H!y*+9p<49g%V8q&k}F$r+c^|!HS(9d1g38@x>>Yaw< zlQGEKGpYRXa}*W^zDvnqW-{Kld1amxOU;p}dH&?RGQO9S0zV_*oP%WjQGY~reWLpu zA<;JJcq9QwcBkr)`&p*k*M=&PZs%gC56WSm9P?jsXbs(I!L{^ix}B>`?_1iuMp2-* zOD{A8`%aF}T@@^PFnQs({KpUEi`Q9Q$8n6%48&ETcbY-flGyaT1qRmmh|EI`JlobWygg^NJ6v;DHD^q+KAV_JjXX-E-7W4 zB|Ak%Dgg?D?ZzF*Oeetm`m~b9aI`@w=y9xqE63} zs`s5yKn1ehrK(hHuud&`U|lZkdy*Tu-t9p>yDulhU@d)5WJviyBO&b#_U&dd)3l{J z3XR&1l4t1Vi~A+Z>Jreelpy*3{5cu$(q3cdYScHbG2RbK*AAM!N^@`ecv5i3vXJ~} zs|tJX5?Fzd98z~H)lm1?QPHDo=;q&wy-_WWLiQ3RQVl@gcXm zKAn8N9Fbx~rOS#-X3|2506n*_+@Fc~orgcUbZRaKc_olSt@-X9=<+$WHgM2Wt>1!i z>ukFk<;Lo;dEXO0Xoz#nzWsRVLcY@Y;q|*+J*^whw9C)%{$Q*)1K%$sHlV=pl=Bs>L|dUI|cKLyj-h+uJ#vtHC&^=^sNG zsDBH6T8?OBa@uf&@FP)mG2SW*0g z#Y}?X?z4*zOq*41Xh%+>2r6H5A{U^9rb2z+yluq8%j&l1Tz?3X{lGw z|NQ9Sc(0Ue$mWOc;9NDaq`OD+`|T)Wo=8rS&s?|XhM(6^&jmt^zl1LG#}~!gH?L15 zdyhsKjy6}ptn4AwZ4W){1NhrC-xOCql6fkFhmOaE8BWMZvstFS>KfIY^y}YTZ%G~` z{j4N(f649KQ0dBNW$pz}lhw=Dt-itobAG^gPkMc$*_A(um_I&18lEX+E0(cRjiPMg zkqw4f?Rl=UBKtUZ(lrmp0Qv_IlJ0Z6j_k46m)rwZtyHS#9%Ajo_%f;L&F51O5bTr@ zd0N|ntCervR0OB~xw1wTt~q403u5kwqBuCH&=vdNAGWxYViw$QExT)pMyNVW*7Uxk zd7124G275w+}j)9uPIB$Rn=+C>@xA>VIQls?M-x^q;(k1Momu0cu6ZD^#8*aV> zm90ZgHwY~@haYVwntr4>vuZ4G@m_i|mU@~=tI(93tNy|e66=t)aO?a;)md3YZP&k` zKse%k3!uaFhoC4AswjdYbDPhCA9~%^7S$qtZo`RtjySlK!Pz~=6*1n$&$}m;eRu&h;(YD(ixL_J%MUJd8{if=jIr~rZqwI zTW5!#opH!A`8EzaABqWuqdO}kV%<=bUF|*-%p)rT4(WQSnF+@EZmH3JvKvRHUzEK# zeq8ISTkudOgKg@%?Am<^R%Ztz z-{s3tR^~M$Mt6E-pQgR!#)`%7Nf^i_cE4unT5V00Ify)%C}$Xb%a|tK<*y0-E@3V6 zZ1r2so8-LCzDMkxZ|25_FQ6oU37~sb?cwzulqk{28r2>p{m$nVUg@j)baI%VyPBEw z<$j6Vxq3-IS}+C)r?Jt&knL|D&oi|P{i7ZXC5tXpph}S;Iw&`q@?e7SCy(*K3S;7_ z5w)tJD;8LL`(UN>C&+9%E4mb6auJj`0S>E9@((cl8RR>%Yo+hEhblj#P0}I5>YY0_FdpKO?+)ohn83qd_$6l!r z5d&qUgrM6pfcFA8nbaxp*;>(>Wu^iD`G}OO9e}l93&;S((L?B@Q7(O@sv25RDO}*7 zZq3vpae1KG@SAte>uAbjY@Io&HfRxnjC6PdKpO}!<^7G-pS+X}g4@PenCEvCo+a|C zf^bQoG5!AiWx3sIm~abd@BwPe5f;CWR9DDYh`0k|Q+b3!&=^XpesaZliAu*%kV9@i zP-(6qdIM#??emG8?VE8&}y|q3VW0LxFrs9tX0Rk9q8c;a^;<01C9!}Cw zHGq@^W9HbYjaLJ(aJ>J@CZUvO@l|tgUye!0dAAgw&XW^L#B2NkY~7ux3kIy8(^$N^ z%-YXke+uMa8%x9;G&2ZWyK!<(J9ZJ}=6O*RNwY zavhg4`Z91zAl;1!*m>^P6!UC~JTjNp61;5yAvh7W6~rbwaD+jy#`V{H+5I>+ia^;< z#J&b%H@NpqE9re>3ZC6Ann|kezL@a2IuXr^Ug{SICntIKYYNkv-W%( zlw^Y{iFRUW8NkX_SeU5=+-4DsLWsPl{(Bc{UEg^PaQ=!)n{Tvi3%9(yqc15f?YKJW zk1GSfv4xP)(w5r1dmBKz9IfFw<0Re-w*TH)%z*ko&=lUdawrkz*UdEWtuE-m1MuVk z!3&_Z1_iLjOcbQ_>~dikv4&pXE9_oHrm75WqiT7o8jk=YOfv zVrG-l>EKPs@~!}zaI%6r6BKLQQj=B(rly_LSRx}GeAv#_kq_AuoU26-XOj8p-( zWS~*@1`>-o(~emyn$tC+Kwu`;GdRc1E*O6i27|+|fvQClJBZCeF%`D684vUPud3W} zji}r&TJR)&Kj9004Tvi&2iDd4`g?QAh!8az4yHfeog6Q4$J0^ZXOW+#jR%|?YR-vG z0^qJ=_1#9_jn(th3cLDL;V-yjrW*W-wex;L!9gnr_!&iP`7lxRTK0@m8n zF?D7QG)K6^u*a)5T}G#z5(vk-ulykx!Mp=u_URphG!-x#n}clvym@&BLHL-N`O_^w z^EL3K<6^RYmP1JR-rdYsj9MV(=RQbq)DfU;VzK^=Yv0PT%*89o@L z(A~EIO`sIvoPw_QDgiOKO2PFC3ME*9YUkN%qRdjnQCC=J3coVTWnk_Gb&$kb1<(e3 zSKi8n1;mtq@VoOUJhm3h&R8uc-L8Re5os?wB?pI`1}%iQPABvDa-qnUw30n88v z%}@$$$JX2I*W$XQTdIb5e{(b#tDk-ud8X-)?2)g6)K&fJE9$>yPP=zcoR;Tg^WV6% z3)3+XYes|Cqk5y(nkf4iw36p`|zIv0E zxf378N1DR2MUC3`)LkK&Xf~v2iqz~8F{R?VDg1``OCQ9%;l zt)IJEIt^1B8G=`CuFc1gTlLj!Xcvw-HLQ{j_^D=A!NR`DJcF{12hP#jhlN<>h>}?5 z;3H(-j~Sw%s#ptVth*pv z5q4Um(3GR8JN3ySaF_)#|V@HN)g01kS2V&6mF7SPw7!R{pGgZxRKA=0DgTV{Yq+TS2=K zn2Q-tbME+lK3NxHdw;6w+I8pER(#%g-)N1X-Q(761Ckxc(+J`F1Ot})g~d7TRoev7 zmwpfKjbCDHVY_YOBA!oXX>@@uPg?l4UB3ty+sxDkr=X3mYtqJij!|0 z@_kDfe+I!p@w|-ltob#s+Y(9;tU-G+C+;@j-f7gE9N&rNxOMck*o>_+){%W5QOlr~ zQsNpGFJV4XJW5xEdOm_?mYsU0HRrn3&<)in+4g^9y^5rSsS3glss!yIFiR$df##=7;D37>LQGEsp)*V zeY*%Ma+~&YkM$6h0@A4@kVP;|4v zz46+zox$>VgZOW~X_PpS|BG*{`P7KJK^eUNINPj+fh|9T^wduU*E&vmy-AS}oZX@a z=ZL$4-h~&d5cmKoD(#8rd?H@I_fy&1@F5iYXh z&4JD~ehpJ51Z>&Y9o01P_@XwkC}bc)&R>`HF7!v(f{*Aen%!mA9gT)r+TG^335jt6 zc|~0ICOU}Q>Y6T9NkecG*5}_;|Ju4gr2tziLcFDR5Bh%hyF`$zIt>TSza|>gsXi@S zX&$%7dRKSF*k-cMBrsNfKv_XnC~^QsgVQQsOIwLg=kBuIp!Tirnb$e*Yvj{;NvyPU z8Qw~(y4~~gtmiJ1)3Kl66uEK03ocB1I7`UpGvVCcX{|EB%00K-MvV{l%Z#kq#tBb- z+s(|H2l=nsO+*f0Q_4l$zL47;-|o|Kx$8Ic8mnXoh24DNwj3%)6IeJhU;;|p)++H5`M?`rgo`iDa7s}?qexlrAy z&Ee~Tc7g4!fhi{bH(6gW-<6S}gA4YnVqDhn67$Yn6ca&A&Au=t(IL0Q)YI&FwtqKm z#MK0q0(%T%O(sKF8424W=;>#P9CD}gS)jQMOY&UML zpjJJ9kfVmA?kRR}h=ExB^{ep|+?LMyvHw7X-$u*0N`&zM z-5vO(p6a*GDBJsPRY9estWra^)eE!LH5^yL>iFcYK8Bh_+jf5!+d32C@>pOjQD3up zn?G4KqSft(%to?Av4hZvGUbQ7z;1@j8z2qs2Q)HY!{QO2)SDfOBP}F9D^E%blf;{| zvdiQrK94*H?^wls?}xWaYg>+8w94D}ui{~8#=YL7cAnq4@j5V#OTk9$U5J&=88p+h zNBQaPNctyo(kdL(0)B1?~C_^X+h8X z)}nOWl^CB8h9!13l6I=bUvlh@ho(B%wFmK+8|(Tp-UNYDOq#5UH5Tccc*c1ZS0}~$;V;E3e}pO)KUg6!tsmE z0!+pj44a1tzZUT}7=oFJF-UjG8CM->d4;AuwnbNjb+CLm&RU9C5E8=4t&()f>sX8T z`49#jqr#>BJT>Cq4&N`^lNWo$ppl6+PO4?HvcL@L4V_t zgkcNoK1Qw`$7)ZLl4BOCrsPCwek+sp`kEiHa|;(4)(~*({mm66R4Kp3TrD5h=xe9Jo;MiV6D(a% zs6|S1_HqS6=e~zDi*o%_=p;ck= z@BVXTQRW5zTlcDhGbe5-L!!igY;#AS^Xc&Q^6xmMzP*Ia1@*^&Zn?nIZR~1fwyZeKy3n16zChKmc88VvxOL*DriUW#~JKwiwuBel#Z->kx|qPj-~gE4}~tzH3$lfn~EG=^PuA2AV&HsX>qU}ze2%sg1K)oH%!+{(@`|IJzz!FKetAhNl!EZWMLpr?a1ou)}T6Q0_L=u(#K(OvI+M8@R2}%JE z|HX&K5N8dV{D=enTNxF%T6=PbNPT~TF!YnL(9_gfp6hoZuASVegz}wl31EF%w>$Vi z|2@^RF<#)E-rR-VF%%;iFx!U(Pz{KSqh^Wc34lu()I=HGP1iBMuT`TFVDdohksAw1_wnjHF1>I`Fs%RA1em7V5m$&?nxT| zTi~k)1B#P%S7qtUWSv)0(BH1VAy5U;n{?_Qy}n-<2X=}Y7L!Q z$9U4N)oFel7%hN-A@sZRxdzb`19T@5CV?u{0?G{B`lkPfqJQ37`she@gQueDcQnvs z9N;JU?l=-L-`798mmY!Clim5XJtU2OfDk?uK z@FETbBK%%kX|JW?5f8Gf&%3aCd~%{lJedRP410ce_|YGc2neIAg5*;r`gbN1q^ZOz z2jah$+vnoe{cf~5?)UE}%N*#LBu*z+n8%(~pDa*KJ_92bu#>&eY0Y-Lj*J9>>UHwe zitl!6T&C3RJ_UL7ZW~+1B`o20*u5*ADsf8Ziq2AEKE=X*PCysD+qlO|L&lWt?ZT^% z$sfY6*rpV&XYGZ>s)FJia94g)Rq(#&5%)z1t;HRoBL1q3ZAwQ)SLsPFx6T`Ajr*Ye z(z^hvKijnq9HY!QMG9!)&(?!JxZ)6M%k-LH!nfbnmtUmbbR&|{rJLzg-*SnjtLMp@W*U3`g$9wT z0DFmv;;ZoHaZ58Hh0`%-^`h_^73C6Si09{CtpWO%D&iXCN3elcj7MJP^lE%>ZS_sy zxTS6&%QvmQ zxr|NlE?iw6ll|T?8D&FH#iW{zW4Z3fil5--slqqx{?Y7#ro|v^EYG&bwm~Kn|I=E+ zOp9J^KnaJyr7u|By;2?5qn!JKN+hnwu#6K|HbFn`4+l2QL3x*~3=3}Q{Iw;kK2ec}X?gH*_bQ@-^xu0tbDO0pDM zKyt1+Q!qaMwVo#Eb?0i zst_*IGfzl~zWmmIWIqW`dUE$b!QBq{Yu&y00f~YSyxW(W@D#E_A8Qt0u8KaK)OB0&7i;`N82$wv~D$P-QAv#1Mr99Ih`|c)~pKGTz z3Fi#In10|mJx)qev0pa<4Xk}xm5_yT~5O;2%;SY}I{dU{*aQ>TBl7VYkH`k44K4&ckCRyBB z#Ek4@@|>GlyG@!cKP?w62S8M`UVwrYH)z%nfR-5o(-zji!vqClrE zePijComj)ay=2dEpTn#bwL<8ReDk8Te&;>0`=cMWDmk{mx|+)^z3F{1awFL5&Ty2C zmWJPo@Z94Zvzn6_6m{~gHLzYFUuNjivgrV168P}`79XIMJPcydXt|1TZO28w98=A< z7R25eQRt}$`zTX3jgx9#|j zSkNa+4~@=Y$E^3ohTdQ+goQ>g?{B%yv-{2X!{^#An>O%RUTD8#TjU@*MCKbvcN01h zTlA-0{=uSYp~wq%-cS*i_mo*Dsh(S7Nq0tW=?$AUg#R0PRYdo7ZH&pnmNb+#d3Cc4 z>$mJ)oKK0;Kb$9Xa!*H$&FdttOOyvsRwdtzT(+~76@YUr4DGB?tl9Jw&)tlq54H&? zLwT+}VAXYQ^W(JR(0dTruBIUTJ=KtHdNZ&uQ0>%2_xOrcX-`kzM6IgJY+l-zTSk%z z1NLrJP#XNX+n+mT7VXBb`&nZms`Y3GRwQYhb9yi5c`rC$&v%pM6Lx!)JA6xHm>gY^ z`Y@`yvo3pMGT^W4s21z6Kg98U5FaT|#cc}+RlUn(_gZdg?{HeO8b|r2>y75tKeDTv zIR$hl){CilOR3{~&B2Qi^&=_-=7~6R0}S zEfF%0lPK7*4m%HmrUl@csp@ByMKQw+$AM$jGQ*o3Qk~b^R8#l{jO+3 zLL(AWd1l0|Y~uog56IR~wiA0rZTz7Y-v}p{$M)7P?C?6*^w_@-u9$=2YA+YclU-$c zJC(gv$%wHNT0DnnnZL$-y7Zm9&&fpK*@tbE)=vqa?xmlc-6A~-2`1u~Dl*}=p?suN zmQb^oDw}2Mr+&$XZ=ifpdQS+@_18%OqK``rUUI8kUsYP*uhz>6JGwx}mkQoZ`Ip!t zjryS(UL{u4yI)m}nOUuFFt6s9bPikDb%F=6M}}X2(9kf#JOVZcX_<)#aJA5tPaz3V-r#)w9GQpdh147M;=}ZSQFJ0M}&v-(F~?=Y2q-v??d=Xx`|Q z{4AiB$lM}Qj3gEaZRkW?rkE(76L!AtItG>5v5QR>cn8>LBEwZ_^mgQ0F4qxcPs0bb;zTOMl zyQYy)NSoN-pr7bu#dtA+GC6pfH`)98qqtIkL?`P{`HxntOPr%XHcq2n%K)wwQWo!h^OA;Vy`L*j(>!=BiZ1^c+$poLQ3q- z%Lo=42{mcB6yZd2NUXaGJsk_Z+d>&WP5LYm;NHVOOOU9|;3b7|z^@{GHdiT@`vedJ z015*|0=O4qJSVl8-9t2f$`kGDc+XIU^F0-s@@>Cv;0qwKg;_uvPd-2|2BaDdHkIP1 z0-ti03TQJWjQ$u~iGmRb5pEgWTVSU79ojk|H>lt>LjqqPci8Wyrdsm_j)ISYtA%o# zjXS^&aC}2wj6>ir2=xPfY6@PPO$SeaCs{Q+HC5tQh3^=#U3LuQYQLD?$s!V_8T4+J z?LNdL=-}<{yyxxmj`hI@U+;o}5SS#iS-NJvf?;d+Mkph2H^E!|v%o5C$0LI=rJ?)G z8gjsw>^*AfI?LMsg6g{w%E8oJlU~>8wfDy+GmJg<=bu09;Ns){G1Ks6Vg+5uIm^Y{ z1lAFt5)4GKQvk79{Dqqsns&zHgUwDro_n`ZvT(n-4>Uzx#gN|K0b0x4*6{k8*s@=e$49*Xy}{V-*QG z?Dw=}&WnhMkmNA7-h|;W5UknLepCXDF*l5ec4Lvm)fmF91g&ZB;Md;U+dI5+*#-m$ zgv&`7w^87~=EU&^G!i5LOL;kufa`|=nIxR7FOsMO-Z;VnVg^w%jJ?Ab7B{7L@A#0FCxQol+u#P<`j;UFd|Gu>pi5-A?c0lv1o_m4>lcNAh) zu4W_pz1YRpqaY#L1a`!ue7Ai|#=*A|p&_fg81&c7w@rv;5Rex+YP0VF8N2}+=!Yr4pDxzA4Zl=o4++9^2 zC_UmSEL|BUTaFtZ>v=XCiT*0B>oq8;huky9I&-FQWIfxHH`N;bT`k{FQiei#SdAJ# zx7dqgpVf|;EE*C1wwxWc`Uf;;nwou%k$yKsj9NDuW{YR#_ehRCvfn>a`;e=zth9LN zNs(0#|8r{R@R`pJO!zJ35c<(?uTjpD?GA`aou)wbJQTMC$HJa@3cftAo5TsBc)iK|m*QFs#j}2VSn0;sEH?m?JnVyhD`QD(4 zHGWbGy-cCNyNaN4zTq&`k?i54Hwv*DW62}Zwh3L*>!rHrfYD(FbMxd>1}5%Qen$Jy z`meKQFEtYW^iWbquy-hW6m=~3+XIe#WxF;L;9fjnB}24YoumHdanIUSVj~{=xP}be z>j}-V?G(YavU@07ctc;)ul8|rD7Lh(c`AK~a(MYuU+{*GDun>%+snAxeA4k^p%tBs z`$Ho)eac8?b#i#_R18oJY<)`|3CWUakIFtaPuWh%MvvZ(SlAK#so(HYVrhd$4Vn80 zN%8ISa(J)OwNe#0rdO}!dvldc1>w#&nTP&zF(0#V-<3`4Na7w%IJ|W2_WmuSAY;MA zQ|Mrj1~7}6uVXKEQh0K?eBhUM~LK-EfnGrTHzhf?k|y*=h3rty~C%|V?#%!qzf>#RNLPKa&$*I z-+#zgJ>S5not-$)_VRMln>Sp{*5|&=VvKQTr9?bPFSh+zXXmN7S4@(v^GFZyvKV! zO@^UAf1Ke`V{|Lxh zvCQ;qRmATd7!;K3r(S(y_bKDinQtstLxx?`+?CsLZV|%Nhicmuq}&qo+>?jDl* z6KYibjH^&%qgQyK2=4TT2_obg)`rb?Ms>UAu&RA|gQ8&S-AE5#%}|TW$7K&)nAlDI z1WFBH@5C2nd*sdo#LU4M+}>-_guu>}DV z|Myp7ILvPU>zk+lFTP2Cl45@TJPWDEvY-b-41137_yR~m2C{0@xV5AE!njyxCC!iA z(F%JO0(c=r$r5cnwEy$Rp#VeJDnl0PsrsW8$J?r~(DfG@4AOBrsJsMESVEb_Ifzn1 z64jZoR@QHRvjSeE&|_lx89bcjc|G6UtknEf->C@X3!xp=WDU&-1)EFTQdxr@a|eI2 z9Lfy|tLd&6Rj=5>?bSXRRQ-xjTTd9SZE3rghYx2>H3pP8He4U*y%+0!(}ievjkv6q z?muBjXF!9cn6NaUv-0uETWwVW(0h3>jti9-qG)pJFjxwCOK5EYH0c4)u#kc~I=_B! zuo3|iMQHp;wD-5AK+2GmIq+c#y)73f=EUAu-R1oai}zu8T3Xu~jSrvW!cLn0`RM4$ z=eqjiblM506eIYN2##bp9|M+-j%JiKDH+xU2g{=zIsNX!q0c96} zkVwv`>fyT-xW$SWE&O@!xH5%KFg%;4LbWuNrXHb^ypQ(?Y?J!!#OzTEX@OP`;O>67 z44dpOD9gSf{49fqEjA#P9I0^=>_#4-02mH9na7*#0ED9v#7tBD{>)h4i&tc8E&i7J z;k`E?p7oTST8fi(x)UF`E<)6hbF}aG`O=8I1<@0?hZy-bC7w5zlAwz96uXQ3|yIVj-O7xwY>fOH6;P8M>W-rFI7YnH6<4ywv{NR|v1^mRjcjTWbS=jarTZ=}0a~je8;rgASD%{xeVY(RC?Kz3|a+VolURb6^Dg*+MBrQVVK@>CK-FE;@5! zS4nr3%C3>rOlQ4|i|wLh`3*z+WfHCu&9o1b#GZ2ZBe=6?o=~{@7_H?+`p_cr2be`N zc^|l~r9!F8cBu&;JD5)=94ZCluBr8OH+(dzm!s<4d6mu{GVc;aH}!{6CBl5X!roI# zL#Ev7;T@(xYo%8eO}<2o)CEj;N@}A%Q0djhFetuf?qgKoK({)ZY-9-nBJLPY@(ma7W-hk&!y&Y>Oe?TRnRTVIay;wAop5BZd*bd3Mn-`WJs|!(fmo&D8iRCEF3K}(eC&Kx#Ebgvy_=C4aBv(S| zU8LBE(A-^D?#1}~+Wp6DARqaGxJ$g7pGVg5;RcOMLiXJVRLfVapxgy%A-STJrkowy zYE0h6ZC_#~2Hho{=e(sm47s=h4hfjw0%74W9@9YE8y<)#wc@uT!3fTL(^ZPGP@ZPJT#q1m`4JpHA-#;IS{sUY7 z);@~Dbj=dlj#U=&AvTxh0=p$chE7KR=P{*yPayP7VmYaL1SJ-7GW!CR*nT^?Y_pa5 zb%_sBWvl=C(B%&NfQB3n0bIJ$qHjLQVmptE7c_X*y0uhqV!z@Hln%z620audSBGjd z9z|*o?)C-8PCt*B@uOj2%cVbVr0%7y8(55Mi3uTDdqIX&SXi9RAnMR_;B{#wX}fq! zOuL@kPhP%s6y*7!ZCJExG~OdEK^HBD$VaV_)r3%!kho@n`5>t9tg`+N{?qI-j?7;Q z@!C9dZD2sOYe+#YzUyjq2wsG99!0<1n8PPGWMMJYwCrh1Y#`?_|F&mi0*nP)4Wp=w z?z%WncX;DFPy&=&x{_wSUvBNF2bI`x;y>FABXe1j`qC$%(A=>O2$gkHEy2p)(T@81 zu11dfImjqorEJ|LtJew(Ruc8w>na(sFP;+xlJLP&2eyJeW)4LzD!ekB_a2G^p-Dwz zPrj8D{frB{D#0r2#R`>kp8KD>pE8vBe>AF0aJv%MYFap-yi&5QqdGC2UJw&q`e-Yv z5++3!RGN60{deu0Yh<_ zY%K4Hlup16$99I^eM^cn?oUJlh%YQRK47GNgm38Z6X9HDDn;S(r}iZawwAW57p3WW zU3hrS$XUirYbL~&kFZ;A&wTSmy1Q=->@402cah$$)E!k%qZ_L@Iux!Uiy7}vD_VWh zT;Wyq_;SD>n|yI2Gs$qFr*W|uwgcx^#Mh7N=*M=*<)>CiwZkOi0KmdCBaN_1^($qM zOQ9e2p+U41NT1qA3RJ!q_Mp3>v5m$scFyDR{E$}e$LS&1lp}~@1opfWVWSceXJF1T zXo2)kj(xM;H1W^<`>0F!H2)@Iwt=FM83}p?iYn(n3JXMS^DkG-{b)E@P*O9OvO1N* zB*`?D9Xt5K*vy4FiGQ%sekKp@d8i5(EfELz;8uBlA?C>b;mGUpj^cpcrdaybMvAtr z=9nuiXpVZDQw~NY{%mQ7k^z}z0kgX8IF-un+?Cf4|4R$-=Gue$>}0kFI&{kO4MRbSPoi26c3}NmA>H zMuk=Pzh>Bs^z!ssOC^WC59;wgWpMn`(ZKLaeQ1T*!}+pk(eI_tD?(zwk+zX1;LS}{ z-R4IshTnW^bWHzmbPjh_#Q!rs|38pD^9j=AEai@=*1b9#r~ecf5LzB)0LkLyjI2Y> zm>K@?dN=NInhREZKqVG|e}(91{MCc;=T+%RRW2+ij0#hbW7q;^eow&^(8Id>PawL% z6PJFiacaDJlojDheF9Z_fgWphjB*u4QHfP|&8-Vu*^GOJhBpiEMFgL3j{)oliLg>mumH^-f;SBbYC z#>(zC(S>vG-{}`}=GZ8m1jP>cX$VP(u)_C?+F!@YSIXByVgx~TR3Sjqj2A+1i2rzY z+YDW2y2o4Hd5JPyI*Hf2&b`jJr{QUe=j&Rw2e=qd< zJ|eAcI?t!bTW974ISrv~2ndH1kNYSL+-}Qra$k6*#S|PEdO}VkJe^rv;dkVnc;qx;9#y?&leZG^B;yAAtPrlcSjAUjU;B>BjmY|0W|({DQgS-OP^ zJJ=2~n!e=98Z`P4vp7gq94T94w2SI0uYivIDmhOm<(}0>o-{Mu6ED z8&Y`eVc7#ZAIPL^eV}Jjo_!u~C%tfYMX81H$$e_V_Vag;_im8HW~Yb-5fiEJqR{@Y zm4mLYkQ@>~i0pvzY^{;FA5EA(2n`s!`@;<|W91}{(bT?;)Iu_YF{SzV=m3VS_k`KN zrzRiPqMsHr-aZ2@P2y4E=-m*1f;tDXQ-s*j3xqsbqEX&2aP&x}#u`6A?FE@2jN_G# z;vrTBdvM%5gUFpJLPO+#CdILpicR$A#)o;R9yC|U?R55ddw);f0e z=O!Ku0WydD6NbOWHjpfl`XUEk%f~DuiC#kftRKN!MlkIJIrlk$p|yixru*y3g0_%% zGP_cta&sM{I>cr9`awu`_g@Us;HuNUj&Lu}KMVZBl~`jx!lj;1@et_0@AhLf-t9g2 z>H6)Dj?;v$MrZ;puHVA!-B+E?%Srhh+i++_7>?#R6^2f7Px}#piR+(Ze9tj8;lo8I zH}A{ygP@F0*9$}LUvv00O-}gWh*tl2TAt*4t)px6>PS2gx1wf8H2(Bx&Y!zbg1TH# zvtC~4X|H%}0r$chdbno26(Vv8A0A};D_tp9)d*6HT&<@MRq5`(qr#rcxb_*8RsJu! zC36asnOv$-i4aOV+;Hsj!|Py$;JXVkb>vp!tK#)-;kt9euqjRJsol&h?%Mnf^E;p}2$FK^{rq7~KG){a+$G9WnRapydsKdMFq_(4qad$_H9fd5No5L3UJOS18ndF_ZrfhzH`N zggNHD9Rp}USw{xIq{Yrte3m(IKkWv4N;Efmi+X+hjqVxPRJ>anKf&Aldas+xIRQ8- zrATveTv;W8d!)iXQSw2YNKj`ERZS?K;TPw6k8@wQKD()G+q=e}KQrQ|b+0F?Y>=rB z^0~fd{?RvQGU97rzd2Xq$aF0X_&-#%)zbEsg<~do#^6A>rx(SGSQN-j)wLFpbjqi@ z%5p0|hqH~Aq-M{S2g9riZ8ZzVEv;!ktGmlA!ZcEU42hRHBR%KVs=X8 zoyzl3i%J${5s8;Zo@g7`rbXVbvi(;%;Ys8DdX@GWrAF6?ig%vGZBPH_SY6-l0q zASsdP)=b{IwTjxxtVJBxj(a)0Mjl(9o2dpByrn(R$uJ*`+Sa5+C~ zX&_DxrGLb)=8!ueXT7Ovix7yU+7{B-&a3n3-u&boxku%PlKY@;7SLPz_AqsJ28RUS zZO*{WdS0`W%sZ+wiNLM)*`)NESbKwa0LsrjSIi9#ghF=9U;1Cd(mwS;k?OzRUYy=z zJ>@UJ$&zeZh;eX6%_nhJ4{Ir}2_IT4``Y&X9&3`LU+7CxX>^d2SOVy6o8Wj~jaP<- zcHzBf46nvL$L4Q7sWkEQ2F=~h$}}tjL&W}RB|1p#zA_H4BMUotb>40C9494UA)+V> ziosycUN(xQ+_jW#zYU9LoCH&*h*t&WQiRFL;kcgWScqqXy&2e_f?>yDT}|{c5$Qox z;*)}Iey*};_Ols>-zeT(QY)NrU>VQsD&Aa-q>61DMR(G^q8lRF>{vDk%e+dxJ#|{y zcHn-Px_Dw&e{I3JeUb6{W+8m(!KEiTu51Gh+HOjxT~fS)y*EAdkhZY^WPvJC((^w8}_Fh_?%uds`oD0p6K>WX4$S0!!kqKd@nJ4q z)Cc=Rf%&S70lhS*SzbGdMrF$7@yC&rUT&KQVx#<_*jOL0C_rMU3dXUe6rwNOb_gGY_{a|#K52)&%kbfG974?$C?73CzJL1?5rCbO#XY8^bz|6f15bUxrH}8t&H8`;%E;MmGq~4|QBl>8j zC`{>xKMKAS(3`vs($s-q^#K%fB2{cYtdw()Z892NA*eu%t7g(?S@1C^`#?$ zyLAO-V;rq-|5aGfkOI9fYO9|;ZM{ojq~w?9%$W#Z^};7F{!WJ5@-Sg3o;Zf)TIGc8qkFET0Q_vj2Sh#k z_(Hb_7qjjQZ8r7EdbI}TJQCHWgTaU+Sv8(L>S)zZ^A#;woAoJjW=|tNd>}V9Ar4;T z(c_a89+j=T1_?_HHP)rJrzSsnJp3;tsilg0k1@x7vef;DK zak0W4%w?4AWNlk=AdW1GPl-Z5PLM+I7CB`*sO2F@tlYB>7nVo9r8~M#XiYqp+FB`C z)>BJZGEWe6AK%+rw9(1YP_5(cV(cY}?}2|THkV(<)NYu<#tPHBrqe^jMqR>gypGkF z>!PK%mlZ#=i`uuJi`~BY6eTH)obsWxuct(K<5@!nTB-UPmYMDS_itCt0=-fTLU@pd zWwVS4;7V7)MBMmceH#GSumUTDOMA;bIOi$STnNmP3%Q8F1#(z7v#h_r#? zJSpPlNVh;y=Zj)2a#G)&%n<^-r8?)h4l^C>G!m?RizZ%)Fuls7320q zM-8yIPv2}BrD^Yrc}o@gSeIwT<)lFRA0$HMa7}Qeh!rDt!lB%F#{eb)<)~;o{cEMy z`dJvk=r@_#P}A07VeC%2zs;Mv%Gv8UUJ}(W6Up=CC93mP@{r-zr}AlL>$J_iwZjze zD%pqq%RhX5^S{1=)0Zgk|MwS40oH4Z|Mm6tYS#b7H?KZA=sk?F{8D*?G2GrVE_+l3 zZNc=@2)BO$mboRUaSh#y?Xg^gjvEz3H^i}9>@7cz?Yz9$gXlQGD38IF3yjkF*U>zJ za0L*>zsBu`;N)N(Fg~RI8nvwA(A+8oDszHv9_qB%0r1MH*415IE3UjXQxQ_@1`Box zpw5eJde}>MT<8}(^G&LWhzMLgXedC-*!M&<#=fd$UZk+I`K*?-FJbjA@%$I%XQ4Yx zOa9(*;<4(f&>qez<=lq)-g1M|t~_Dq*~Rv66;yf`p{aWss^{1XKK(pHg#I9lY_7az z1Cb4MUh5>%5C^)jz4a|YdYzYg+xA~8ZPUZ~Oo&pe!5s;(dmlR8+lg{Nr>N=8iT$!S zpBhF8EC2{fv|lN){ryO2#3*EA4-RuB>^TDQE`7W^15l*}i5=ugK3HW71l)KyFN<67 zhHZ{f3hn23o0MSj+G!ey0Ql0`sgCp7E2wR8dROPM^ArC57XbV4yLKJ_M4H_D+a&)9 zU(x}A=T4B)fR%R#nM~VDoCvwwC(`@ za^G9gFZh4?^lCBpZ{G@=;L9c|!aSFiH#t-H@Pqq`V5lWzI#Li?&!6EucjAS?kK*iz zJ(u$G=V{~T->wkekuI?;pBh>sPcyh+GCM#1qHR@Mvs<)vSHa5efjeM#XgG4c8_#xq z{$GkQ8&I>qNZDjfavihHrX63Y_{}De6-5B-ki!9t2l6G1DUfIBo#*Rb1?d0xLS|UP zjcd>sDfyt5l51-yiO~#mQ&VD^6qfwJUBHy&F_4L?fm%I6dVWG=hNnH%0DK(bmC>!% zZfedH`ZqSrZsw+QB%fPY<^Z2RYNGo47cHxLud!zy0lad&p8s4)WAmUVC74mz+d4|{3EpRbHFoTx)Bk( zKrvUe)>R5y`M(~IO2<@p0hXl_qPwcWhBpw8L%aK0EyH923F-TPFa0e9k;+eGxN19I z^bUdsQN(lw-mlj4dd9wbwLi}T2?VAh0={;CmK;l{U^tvLJHA4=lJ`=ecAiqFK5S2j zFctn8cWiByJ$7=g*(cS+wrgFRsP{xnZWp*sZx?#Y{M6^jCRyOTPWhv0-tb=Gu+!J` zdQ%%6f}s6})clN51Q`3;1Gz#i@8~?1A|A9|`d2N*r=r#Dpxmrk@c5_TCF<>ImBEz~ z%p`$s$&}r{Ot^!u`WP4*o|=8f(^xKKtp^QRANMFT0J3_b+Oe{T%_!nb@{`uW`|@* z(8LEI#y zDEua9+ET$CqCSpWbWYkK9ut5T55irD`Tf@H4rEK5Q*3cWDf!8zP9}4sIkB*a68kzF zoT&68MuvG zft-`mEie(oZVoaNo=S&CDh0vH?k?xD2cV>@FD)ct7+Sce4vxPV>c_}*_136)xtw__@VI@2SWm)s1(I5kMrUsC*sih8M(Osjj*6{8swzb3 z5CUD`3>3Ap+%sN0&9x33Vtk{lV4@RXXV|~^D`i?N>GGZs+pF>>fo2LmyFx+nD!h;f z6IWA`3a2Xk1q)C-5fI_<6Vcj5sOA9G7fZuu9~V}yQ@z`o$r-X|6%MrZka;XxvPWAb z{!^Ib>nx!yeAw|fC82Vx%kddP)LosQ)G8@g-uB>%Eh)g2(|1d6FSo%d-)4$jLyLE! zinOf2rN-nQa?bmsen(k*8eIm*d4T+Qw z-8w_-O~UUf5;KsJ?$nePOpuTGmtbi9qpDx1jb}P8Z?|i4ufi0aV?x)@n_c(f%RSy( zy$d|cdBX!8w6A)P-Fk^UutG9e=N$j01VNehFp&n83<}4LyQxh0%b)}47X3~_Js4dQ zO1m896s$WYhS~pSr+*<^Ugm{-orx_P<^6<2=bXH1-QZJJDVZDEf%wN~(h(I_)xsg_ z+wXi?doUXQ?_QwK~8`IlmcOg zAv&c9CkS5Gn&c|#mx()R2{y2HGUfve-0AF8eH@3ed#C4=RaZJPt_gSOV0IW{ilMD7 zo|1!_dr#bD%&PPQm*5L8>wT+jxzyGQU#XeqKRxnk2ur!4(=J?AVnT{1QQ4zYIt)>X zx@ezBF&o_4B}%{gMwi~L5zQRir`8YJe@O@!i`B4elb6XK9H_L=QkZOB9`zZWy{@1-p<-TzUp98Xf_jI)a?Wapnq-qZz;%n7euX@nlH5Qg zL%Ev}WJK|4&46Z*j>x)fNc@x%M6mE1yY)al_^%iG0c}#bbtztZV?*EMPenvG_Sr98 z*&b))JUe%`&DsiNfalGp@Cv*~Kd+^wo&~D)yQ{oMsj^)p_su3x11|%lfF&QFCH(@U z%;@5;@_Ol0)h`rHsBW{Z_v`KTvs@TskF_P13Ud`Q{4$^=J7J@RZ~MONvPO9_^wH?R zIS~0ToYb`WZzYCAHta`I#A&ls`nbnCML%Yb}6@JM_Ja_imXjp7R6#^}uWdDK< zr2oW%3NJur_4&*R2ZUR?`KZ1g_3B96*yX59&No|c^;NCZs6S0M3^+C5m6%oYl%rqK z!(2w`*Jx0&4g0lOed>Y{-WSpKx9;Y}s&faYbfs(lL8B{PAxkN-Tbdd^LnLz|Z?=Tb zh`n(SpjVocPjmZHV&AUU{qO@B)|m(5qnN#?ODRkfxvK{n=LdE^0oox%a6`sWmND|* z1R1V6|j-1XO4fb5iH(plI!{kb2fe8sE5oT0;~)Bo-Em!QMBA(GR`c< zh~HwF8(1C5wtYIe!%R`3c~kq(_aNOfkdp-TyhyboM=JLbi}A(jV+!|2YL`T1OrnRaV!10N(oDv z+7aBA4knoCh6oZ%Mj3riA*oj6xTLI)R$E zLaX&E@mxsM%6;K8S$J;)Z*8NZ!uQXuL>OU9qI1r|$*Hdm=~$=;D@VvUtE#H12hqb# zGuL@bdf45<>VFY)x2je|I{=yxlA?D`&-nOqF5jfwQcux6ws%@A#bam_^xDUVqD!`X zIve0X-0;CU1ik7hqqsz_5>%4bgLQ~rjH5^YNq@rmOvjd~GG53EVR3E7F$&DU%NWStaNf_Ex1K40mu{rd6ff2X%%{@>}X;6=*ykez6} zgLbj&xfSV~Z_w?sj^}z<#UmqHGo<3rp**_1#c5Fn`B-&)+0gYa73*^0BCDz~o9LUX z^I-|wz2)))MsN2oQp|LVr^=!(@|6e47v$+1k(Z}$e`(+txyXeTJ&1o{HYpKGP;$q4 zhVZq}ResUEjtH*!Pw^l@8sc$7ZE-U8<&|f4q9BDQM1W00&zdBVzN1n}QEDDf zfpi)e4p?Biwm#W{*efmQG`a~Udee13#=nsW3m-33og8sDy4nvHn2f*(X3GHtSY{tn zVhYsMfhvpO2mmz?#05aEq~?hNVP!{PkyJ8zenYPT96xXM#0^@^j=r1SvITs_FCY-( zaAJ7#A`=hv$IVO6OG-dU00d70O?XIWcJz@^LBl8dI+kvq^0sFi4M`pri>)UrdW7k< zrC&{F3EYnYw9`5`PMoGY>TALGRkNpFHq>%}sQ6x-Rh)P5sBSBXsc;*|32LcF6` z0k!F8ZH|l0IOUa>i+2HrojxY^?A5C?-65ZE2KJl)!`qk!bMhuL#~vV$TR1r>w}{Ze-cMfk(|2dVg!kREq<1UU8qEPw(g^kqvrK&ugt(PzAKf74ImIdXno_`(H7q_E9ur zH1-`2=+xi3bd?gd_kUoz@y7>rOL57`V4Jzk+6pT+Q;tvU*RWSJFVnY<=3Yz_86v3C z_C-5YgInp6DcLMdZ{TsLjZ{4aB#l>26zyj`E}rLj&TklN>-vUobD_rZijbMA6%VyA zn^9<{YS{WHs}oa}lRizEGFJ(S6TA`Dq@QNvv(ciago(tWAO~aY3!k<3s_oIqNh)gA# z%uM;1(D5f0z8hSQ&Q?x*pz3!2B~IdS>Zy+EK`$VZ3%X19hFfQE+mZ~5SEvb~%s?gi zt)jM7d?dWVD}3v^64m(mefeXOvK0+OsQA1(&ql1kRiaa%kH7~ecyE>p3SErJm@l5z zzP|htJg9!OAPdr2tPt6nn7{1UCg)whBDyggaxq3rH5mA^)=~UvmPDP;!Z+_)+SKJ+ zOhZ0$U7^Kw|Io-`s&xM?`N!=#r9f<9C^wfBRAqEk;|sXqyn)Fv<8IGGp|zRZAX^2> z38%~(`F9HP=}eVnI4Hmq2l0h<#KH&HJLV1lX|2AEnrB$2*z{pn$(}fq?*9*jgjRyW zln!mUTegF$w%#JNGWS&70(VgrYPJcv48y|T~k!E z%YHo-o(v6^@q8^|69w870dcjo#UV9zRe?f{X)`$%bIGb-chi!1?Z|uX|H=qu_U5?S zRx!Z)ubBYdH;NG}+fnxn`F?uO%e?;PvC${696v>E9%o}Nt&A0UW>NL@){#S_ME|3B zd`pmgwcw|md}eyx)u=E!-fa(F-6gD4ZAyph8&If7!MS6bkg#13Soe>KcIzfMgHrmQ zVJRM89;wg_vHXP|E9&5AMF$3no%&?&*Wgw&Q7<>hPQ!7lj0K@z?q8rHpU1CXzG*zy zqfg%5t&%scr^iOWe_wZ0MN#>=8_e=iNQZ5i2vjg6*)riLmkF2}t?4 z_3c$Dv0TFucd&=b)$pSftsXDauP?tH&|;mbXFpVKTVHxU^tbDSkbTN}lT4hJ#2-NXs={Bx6hcZQ~kO3cGQZQLhKZC+l$2X$rAA$n~8^|v+>u##U>P4|bj zk2P5;3mu>_l+vP&AK72Mmcl^fv$E+YV}o@+Bxv_@b-4p($X?BJ%SQvod4GD z?ryR0^KQ4ALF<83)ZGKEI@;#-m5_1?_An5ec}ic5U%qcw=bfCOoqglP*8Q;dUB}1m z@2$28dYgscCy!e+@C;8r(p^|g>S!w4*F9)(b`zJ~FJ^t#;$&LjxblKtzeebzN^6@( zj%~{Q`Jb^R1LVTYhbEC-K9ghfA&A(xY{`H-$K5BwFX!S!o|)+i+QrOYnVr*#vvW{T zCA#b0EOgR7>=r|!XXkmUBq=;80@0RN*_`fpfg{k1XVY!obJV*3;n3ral+&G6v$Kb? zva*#!`-K;_l&*3{H=thu?lwVZRUrtG9ZMRo$UPkMc2 zE~X`^EGOS#w)=4UnZ)RcVPc`i%m_!s%cJ`}}Kgjd0y~MM; zGg>}cJU%|oUJ|i14CQUbgakiF)|9(? zt+{?S+qOEH6HeAcmH}t~#8<>bKFeoGiHOoT<>3#{{PX|Af9{iMdIXc&TDzISOD0lL M)Vx!mVD9%n02wY|N&o-= literal 188140 zcmeFZbx@RH|2ImxAg!WwC@3JcfYK=f5>g`4Aub@D3rjajDv}~CBEr($p`g@~OP6#m zvcS@ui|6;eGw&bgoik_V{CQ@UVdviEjw`;`r!L-WX(&^WGLYio;ZdkOd#ZznN3ehO zLjnOuET?ntfM3_0pBcE};gQ|C`oYKh{Dlq=j}1@dsl2Y2=~g--`hhayvSoAzBi>cq zWGB#ICpr78t&`xjF9#&8C-U#S{?iXn<;dUP)qcXy^oi{mxz5dZq5j75f+W9)uJv@@ zdtYlwb|Y2nPO>IcaQsMrYSXT1b7CSDfs)z4DX$xuI5~N?R0v~w8!`RZk9w#5r*O}g z(g!10DG&F=AwxToV7C9fpe{DZ1y~CWkv#R)%fj_Tpy_|!$x}a|yS{eqzlVcA{{M%s zn&todHo0DIW>4h8q`-YGk0zdj{%8*S6;+mGgUqgi;29Ao$OaJO&EdAC5gaN6$j4GB zg?Nr#zq#4XZ}KUWvRy9r80HA?F~g~|x;=b#gGI4$%&ACbZvac93<&`bJMwWmG;|g5 zUH9RH5tG5dC?S>4f|3k|5qa#1)K)wJ*WIpI;7|RbJZ?$xMYtx?}f=C zD7kjw=m(DLIa~~-mWs89sfSTQeIeB`Ej}3$Q1a{qh7GmY+bb&EVNi17H)cs)iSrvI zmvK2HqqeuTY3`ClDm?{{?>`qtn6OcT4tgJQSx zXzFM9y_+)J5=-?4)^5{BEK6|U>g_))ebY`zVtiyBz{m+cbr^Afr%f|~*)vaVhcXR# z%;A)Gru8Dx-fV1JxYKH5n1*ehdxHrtA0Iw+?|sf1R}=kx@+T+fGL<6Cy-@NSirR-m z?{nrbxigLmb`Bwb{9DX^#C;-iAU2<5oEm^eOk!{jCJkehSf0w~+B61pUp*#|d)Z?x z?P#aZI$fkh4(3PZEUKDR(@IZ@DaB+`Z0bm?u^-288wK0dB23 z6DTcYnG>>lKC-6mZ+5$2RkEdKq#X+JXDfeR!KI zkD3VoUwZZ^qI{g29aHYSoE+;?(lk+Ug6!?zIRd~Cl*0m z=D{bnRgq#M!m=H2;yJE^Kd+MCV&mhKHYH3s`Q1A@Op3kI$bDMiuJj<*GVPmAZu<79q2=4R*E3e{k`OTF+c-$@!48eNhqcLr@zm7R zY(&x&uw&cs!ELypu&|}_`+`ro)t{aS?uUU7NrLeXy#2Ob>mm<21?sYe+@6MpV^gg& z+Foc%S3QU^duFk_0{QB~l&e>0(G|-)-t5;vAy?7XK!(A<8@%@ZaF&&p;;|vkP{Qmj zf!8PLe-BSM&eY#-@Wd$P4$?W_YaM)xeC&8~rp|t{^hxvY@oHvGOPMh&cROR%VzoaV zoKG?^S5j~>P=^$$M|Oz|xFp7ddw<05|4ulkksm_FU)$P!=b5#XQhL%VLdlCOro)?X6uE85>7h@#{Y#wb5 zL8^OlL}(OmY#d1ROKcY9Lau`@c7KS&%*9z}ARsYHgc-^Fx4DDm|AD7}pPEWvI1IxT ziIU5)`fLd@NqJG@ZSCDhMiF|q_S$YuR1kA!`U(Y(_$Mx$%Gg#h9BxlV{Q9NHc;;N{ znDDbKRong%gV#ilX}EV&te8jzJ8apIn`z%`tE_8x+6`qer78P?Sd!t~pLO+%8>N+% zRhGx`niQUH;Y;w^KlKCOk*>ZasD2qXINv|NGhKH}z^jccYh>JdsLWwmoWUY{5e50kTm4`*IU2>3jEqj7Su9KA`g5mpe6I}4H|K+5RZ|X) zr!$z&Tbfc9nSDOueRM=tUt^R8uu_djzXUp4&U#wLZ;+sPSn&_ISK7~$)=H1 z{<|S!3!%5Nstj6?y2rogIR3Q~Qq4PEtT=74;d@-;!qBwrC6@f0yF8z>1jCUK{)6|o zU6tX{ifGGwM#oxwq+ZWPxX${PC5t3{t2IJq|E{suLKr%3usU(srD?!0cWV1@kJ*Kg zWBvLAP}T}hVct3gy42x!FZKj3Z@w}`1b&jSbOIwif{L}8vX8>P;HS##U{~C!e@oo?DQG;&LHN%5E8Y^pShgQtrZ)K*XMF#EApBLw+R}HEkVpuo|I?vu<4>ZZB z?Suv?W|?clJ6V7V`IwSfBJ>o~GRLp^{vOsJPm4ti8Op94%NBWW|8zz1NnY=F<&Rsh zLeLB-*-NRbaj#eSc%Y8SqYll8eB3W{Y7d6O=9~DRy+!tK^1XDqU}&Gqqb^yc{9yw) zb#7JX+x&D0SgY~cUB$t4-f6k?uQcStTj#a>=xB=s)x>=J3%Wzubc`{tcdMfUr)VdN?VqMwbiYrCZ}Y2{k?v+Wi4B=e$*@r-4G{Di9j0F z5ImFgwS&D{94B{|x;(>rtz}0HVA4GG!bj^crzx44HNr9~IiblR2&z*Pd99>c+nd-p{Qc%)*+F zp~tI&VX1`6g}hZt=6tG`YJMo3T&t0i0DD0>#D>Umyp25^LjVkjWyb#kXH3RO^M=wc~?fr z6MIbrs0|$N>B*g$cS{eIh&57&RubjKg;T6AI#n)IUME%De~)m=pK+X;>t3SkTL11= zGNzC_7^q`wuvs%vE&l9lf`O~Bt#Lq`Hey9!vqK5rA$*g);-Z+Oo04wdQxT#2FrEIj z2{gvy?e)S4|1^*1l0votVh=^6vOGf=85Xo9-Lsh(OwFD9=+YU?38WcVVySC2hH=9l ze#LEr5;Lx`sK09(=#RUe676Cl0-}TR#kBT6$q5V~W7OD7@Lb}FkDZY*pYo%RUK`}; z7>v16ba?1m*i@$zCe>IS>Mwlfh5=+`&sKGZD9GReUdq8K@9@7Rnwi!;uQptt+8251 z@fqJ~w)}ToLKSL7W*b5nf#CAoKKdle50DoO~9KO3#N^ zoRe(7NNn;mIvyAF8s__?RJ848mR2v(M-*+neOf+OciGU=pk$qb-z~$LrZmxHC!f); z&0T#M!;*XIcj$~^l(Ka zHplEZ3alV9q-!IlBj%r^me}3HTM8)~=A+3e9)@8Ybh$`2uS8(-QF1{oRs7Kqd zU+P@qWOUBHo~pKtu{0{gA;{>vj%ISjxzl0YNV)|qR|?@*&0lVlzJt;*K}*cARM{6k z&r6Vw`E>Gza2}~S6oJpzdG*LOkYe~;<#pxf=2&R$T~NITZK50hY1}N9`a8}PO!W2ig{H)# z=|`X4ZM5GU*5;SJZWUEsqoaGq`DgyE3rs0Uqt*~P8Jnc@V4hF7I3sz-v-iAqMv7(- zgTw!tPSO39D}~ct*Dy^k3c;sF25o!UWLhIMFiC{7%l3TqyO)P>qMXofZHwo&o4sGl zT!fC5*@BStKR>r-g5~*B8HSk7&k1DElfDy}33npP(@)COM2GGU5UY`r@^buj`NtM? zpv1CA_8wDLGAf2z*c@~ttuu-~6K}>m{W!rni|bP&=KB7}6!P7-H5-0Tjtk`f(DzeB$2kBv~& z@QX53CmSNe*`UN~_yv6|_eXBvoN8n`uc2>YpE8@q#xlhXTnwNGlqj+IpOnh(GrJi_ zXsnKI9&EkqunNTwLa(oflbcJSh#HFbDBW}yNw9^w^_gNJ1NPJkGh%wv)^8nxUqF5} znW7|qZArtRHhX?lV@k9Wvfo7VpzXLfiOzUX;&Y1vKp^3PA zoU5l+Nubs!*u^;3*lh-kz+QASu@R=!zs~9uG17IiCsuh)xt_yMF|6D=BJKeN82#PD zm;O1N*q?ZD@cg2V-_;|V2U)rdc!bNu7G)XV^7H?lVNtZ`mn?>MfOuKJ;b=(7*3+eh zji-QV)=VkJr_3iG3$$aUc=`D!W1X4Og05O~Fq(8FWPR5OIXv;_o>vSepL0d;;mXs| zdyF()>kIyJhOcsYhixs0O}N9rdY)xkVl>15V{>#KVU-n%%C}Eon0;?5FzuaZk~PPW zELF@|smk1><3CGsu`O7;xuf7HSH+QntiG>t+i?ly8*LH9^pdQ#)rnsLQ$jT> zJYh90n$XU&b-AVkq!VbwJg(vnflsTR%~)os-Bv=on{;m`>fAU@v7g7rwFfy=lKp5# z8S%cj^^1c>5P{|wlYa_8>U98+N;vI@o6(!&e(^0WLWfiU@kh=1;&_#6&CS5PKM;pD za{4u_DeHh0FFLnD{u{T9n}`kJi7VejWJKg=c#~fKW4#Ol4CAPo{uh6Pvfc1PEpFDw z!CUTli_v^((6Q#ESlv2Z*0tkPazeQ=N9ESO!p;2%-4Xu41@pw|}Rg!ECAw z4>N?$Uv(2bSxxuMNMzp5T#aeAY`B>c7eY++H=NP26^%4uW%*4vcna`0AH9B*_WX3}J51<$slN@aW8Lzdr`q*zoQyXds%VVn1ta<+ zZs$~8hx6Ah-8`GcoX?h1O#dTTmdkD5697F2E>o)Ua4MxDAdbDr$RDCk7`;d*domce z`!6nliI|e9wB_YPtLKZVj0I>b?ijnTi9)$aQBhHZ^`g9N_<;%$lnb4VPL=E?UmoLk zQ~Yr{>vWoL#P)Y=ZSltcR9|+Zso84g%VW>jcj@}o^LyKozCK9 zBqPT*4Q&QjQ|<53Ub z%P(HMSi|*6GRQG3kuOTl9aG92|Is9XB6j^+O0i0S3|<_?UDB;)`0#`G397`p-D2)* z)Xjim{XLv=su5!PmTVsY9-oAufT6IVRvP96{FOVg zz40Sz0!=g}{s)CO6s?qE(|_dj)AbD5i#V`po{I4gP-3QPs4`DR@?*;pxj#q8;0+E3 z&LitZcjiRZu9=01Krr)-hk)1xi4(P1k=>k>2yD7&83NkXXu5_tAqko}t zob5Lz#A3Be#$1L}IBzplFW!bQJmP&c0H}1Im0RmXJ;Y|3T>A#%cw{pAdmjq5ct!r_ z>T;`i9Ev6aXR#2o2i-EsN-}X`u`Wlu7I-TXa51{9H<^ky&c?*QGz_W?`P2o-6{JqL zD&U40{W6;2UrkGL$2LJdyaW0G6wAoD4)gq=TK1oI@^s;1u1h3INlAb@dS@NXlkFKW z#6W;f1t?G%tmh6_9#mS|tdP0bYOc+idV)LCPj6bXe}vx#7Z1YZ-BmUh^TInYYF zgVilaff;DOnWfdI1XUl4#a3sC`)G5h;ekH|bFO+=ZicsqJs>SJvkOo{Vq_fOI4MB| zhmC%I&{4Ai|F78QRpusjeyWw>(erXw{Pp^MFdZj__(Yo$UDpP(gAB-!Jt12hg3Q@K zO;UgUd_tt7+R$Afgbn$8U<-25u~crV)$hWzINuhcJW;IO!KSt8ew?uy<1b?VxYl70 zRLP&!4pZ}p+<<)Z_;;4WWtkZnO7STZ1}FP2gUh2rW%zyoAJ{Q{`l+6)2~JP@Gd7u2 z;*O1e;Qp@yHj*uG30%Dj2O|*}>h=C}jpK^!BKEd^;k@9*yq?EB7jjf~I$ zJ);!xxSpT$t|`W`iK@REshJe5{9KWG3N=%GrXqo>sh-4i37jgyRu$p{;@us%J|PNp zDkhCqENYfhpCaKUbxN`^e#MvfJx-BJn2ongT|k@#HF(WkV%M)iqml%I*gE2?@daxG zAwD^_OC+9nSX*_%75)Y=MbYe1n+RS?tZnX~T>RGto7;c1xho`-R#Wpl$=?Jmqkx(`au;V7|5eRV z$%L33Vq(BmCDP!HOyCj{hRRcuk2ukVhaK*CeH+`n3q(z-f(H9rxrZ+pfBl5)lk57< zso&s%Rf{lsET+>Ws3uPgqzukO=kpZ4h8Xii2;163SBm7S_6Fp=hKpu>TE)27e+z$Q zX>OvheX-pgJ7;IYq>oqdB~`$G^&*pacuCEaJice=t_u@YBd?M)SAFu>aWmrXhv9$j z#^mmM&u&&+%wl`%Eg;j1Z;=p&Sq?$95BjXd_Skt3ro>kdAFn9xvOpjzuT9(Yq?F(5 zgfvV%)qYbW&s*q*rvKoWMv|hvZvp*{l@dN(N-E)!Ztd+JNE#5dHIeEjO9=|I9o^b{ zDv8vUs5eev*_JZz?w+q(^Zt9$FY@_ZhH9)#*sNn?((i%C13ONou&G!-*_q=X>W885 z_{|;sVV3S)zu`f4-%c@k1HuBN$EL%G2i{ljC+Eg7B?de;x44O`NBc+!kHumKZ60M+ zrT!s8E6IvP{-9<=W znU&8iw=s8>!~S%S<@GvpsQgGUnOX6Z~kLkBS3>ax20D<;y_#`%6CDmhY61!e827sR5h;*YpU6Yr(Lc>d?+=X zvH-gsVR?YlBPrG(m=Wdlw}k2&bdI+I-3zT8IaPe<6<3VI8Uyz4pLNwQVsgWq6YG0V z81lU>{p!5yrU@rvmE(VYQCrxEMt8DCt3@YpST+0wzC+gvjrGPP)Tf!A&QT>!SpVO& znJ9VR-KW4MF^ron1>;{9Io!DnxpU?qu3^rXg?-IZDI=jTKo+>S<5BX`7ST3Y+aUy% zBPVd%xZh)_tHc16*irrU1-gk?zn+5_v3(3wDW4dfZ!eY+zw%${pc`dk`|c_~T3P)2 zE>Vbh#>RnM>O+R3AqSPIQGu?#wVd58ynpkFQsdk?y#|`T8rt4GVb&D8(EDgJrZg;` z5=BoE$NO#j`iRQJwzK;x!9W*=H<);r-k9=?|9aYw^Ogpe-1ly3-=}k~lX#X+6gk!J zy@!wdc?N5vRJ<{A|J$#Y)G_T%+Tm=omk*`&OVl51UhgT< z_0F0tRTz!6{!X~XJ9Ht?#X>$jrM<8Lbs#|LkaYARY?6Auk*)b%t}XiWB$A$-`>z*7 z=340!I>*>ErD@-W+;ns<`*?IQPXhhWty9oe@Dj)1kHRDf1wDnkhsIhDxoi$0Mf19o zMFF>VtRb7j4X(Qb5qMh~c7Qou*+&Ds?c+>M;g&jEN12RI%6wV-fnz0M42a`Agpe`C z<2PBiy4F>KMvy|{<$X8iMDYQMy3t=1SON8I#^mRw<%UZXczCbT!}K}ST7UCP{%EeP zeOFLW(0-brN)X8UGBr!UKb<2*vB|pC*{}97)}F}Tta#ew*#1GK29;3`tNA%ag}hy! z0;05kTHi(({fZ@xKg*LM8olyH8-;bo&3G<0pYHS+H^CF=ALr4uLo21&lr?{2rsq_6mt5gXz{T-VuIveW zVVpKi_Sh!#XdS#juW!9K^K^Pu3n=A8_>`!PAA@QdlPEKZOkR;%@t_E=1 zyYme1B;w4|-43e7E6xH`WgvR=Pb*~nuPi{M&|k4m9@BrMS8Qyz@$W>vHh^m}V=Wg4 zVt^@r;8=H!joE#PfI^OrQ30_Se_Vs!iXC6FOZdfFza-`-pljB|YT*<02R~j+nxU|z zJ~+q5jh7|uNqk0Ny$PDxvab(hp(B^`n~V0J1$^=7x3Wxpo$EH2(0JgVTZ!n${4M)x zEujEdkIZh$ST->vM5R4|0U3SQGXUp#SX1swur6GQCQ+!+lRBMNu?F5&?Z%J7-Hlf* z49!>WXzql)m4IYqiSIIx7sh8Us*5#%NtIc8@)bu~lt43`=#2XmLz^UF| z^+Q*@&i5V-Ccs~8pb0#AmC&!W8`W|YMR<~zaQ#WoH^cSX^#pzX;tpO{qAEj*7OZ4T zh-k}kA7T2YMZd#+=zM`*AtCcS;H{#t=r@PJ<}rp(z`VBY%%TjD)%N-0wpF_Yntr6L zN3FzQXpxv7wFaXZ1bi3B{*}e~^-`+hg;dwR!vtKO9_@IxM6G59uo$Mvr&!>MH~}cW zGNg7_11?st`qX;r2l{~*U;K4Esq_8e+S8o|7fcgwQbU6}uw( zeIqaf6^r~mD@6Eief{l}<%8Z!??n+;(Q`wjm9n(S@ydckBZmqEZ8S7!mtO4lMHk3J z0=RNx{)rZq+`&@2?N2{>rM0@FH{2?DfH!jGr^x-LPgly-_KMRX1tVH{eaw)k#dG7qYndeC|9ACR@3+$U88rVp4< zkPYeBKApmQ()c>*^Lz2C_f1Hj(XZa<68!NJYx*SqE5^#kq%k~ABx}^R4Lg+l>C>A= zCGFhby_2=e)}~Q!=)<#3BotCha}7cZF$U@Qk%T-Og{!IkMMj>AxFQJr(YT&L92jQM zGHtFra5=zqfa%{yyZO2zJAuCF``G5Qcz2~RVGWprkMut&Vafa|`attpDJQp<5pw(X zzzj$jB?BJtOo4(p{^&J>{R+^4s!)$2i$8I>(rr>O6H*XjUoJtX=ORob{|pS&F26}n zqR(=yi4qgpY+iRxvecJGZHWmzehfRPpTkU104YSe0~hNFRW>Ebeku801YslfPy34bnS$g!gLI>M^Yk0~u#uu8*>!(;4k zLoLd)#DZbV*~*3R0uU1~=5VVT>N!yXx!9WPg+zx@#kss2XzS5~v}i(#xR6@OEW1-Sx1s%8V?Pm|4(8 zcG#Till81LKd%7PpWU^KAci9(etmr%MlY9?F3>r2{3ZaEQ#DcbJ`;cVEuZUQAVM$W z1*$MP<|nq7L?=neawjP&lQAazyqFv%>0PJxar#w=PDl_Xvz|d#gQ0$`{c(7@4~THTs5U^0ghJ#dc=m+FZzo=J%O14^T62Ek_zem!#v4 zf1mb+wYbrSaWP2Uls2-W&7-lcnryw}ks*3QXi=$wt69M=)*cPqr_Jlt^O9;+Em$zJ zvvq)9SbTP|Ka}+hK!r%e&y2EbdMX8>t!R_kpgw{E#2Z;@n*RJf?6BghiI1T;D^Ics zn@SPM=hTjj-OQ$u=8_O~qxq!whO`(3DssnPYX~b(<_-0a8F=d&JUcu0&zealW4Eec z>(o10KdpDM9E%$Qo9RL@ljz9h-(pl~T5OJPy#ONB6iHJJ+i;lJu~2m8l$58te{+D0 zF>>>0FW6;F3+vQw{-NcxS(ch3dT4@LGzFgSXJE*CtEa1FCQF7&g5n!JQCsAfE>{<9 zXUk&k*~nAmaBl5P}?bn|nwC;3lZ0pnOiT1Q@+e8aF@gt6ztkO(U z2mPJxo>gCy*XIL|x2cMzs}GOuM?L=OUJUXw8*9h1=_TlnkY&qXeV}aM5V)fLXFKOr%Ip#Uhh=qh0l9D@c-G_;hiJ$~GnU?G)7@)9Q z+0s&_Z}kJ)R^60-Zgc!96Swd%Hjk(q+nhjgesLyPSy?GhrUX#*(Hgki6QIO`(}M}A zGeIODs8ttXxFxCr7I&1QX(`lnzX!b!r(a_wX% z8kA*zq%}{%L{?(!>dV5HPd|#QlRwk+6bP=T?OK`t!3Gs}9-)<|yLQZ?LX9Rt4r>cY zkme(mfjgi%h+`%@wtHjxbN|*R2Q{{4#K>5 zl0qg)v#MbEVexD*0qw?!UCKD`>Q{;d5`Vlh)(1Mv#QTyQq+@%MC6S@_O{_gFfYJkkaD^PL5KMl5z7I-BUrX`E zOum<@6e<7w`STOH@aiT3Yn5C!URwHWTJ&uOL&#Hd(+s~u17pt_4}E?8(iZ%;T8f0v zB6?9&()-kRXlaozU<{1`k9Wll^YeL|uOcn$`I(LZah4UnS-e_nxYOG6!zq_3hnk7N z48$@PdzHJn0?*3L+!0kE$S@6`ayUAyX`w(q*ZSe%tz)h&R{>Z?=EZ(K+GXhYQ%?Dn zTzM<=i0CTkGN+lWDrm#?a5Y2PXSdk1sYl{TH;}j;*fZx04c} zCqZ(K>sEE*m3=XHaagl}`1WFQ-Q6B9Ntvk&gvgGjTF#AZ(woN?CWECw`iUjr%w^hr z_&I1Gxp;DZPo5mT!iAS5-naiF=QG4)A3##7hwVjN4kxS?Hr)+KvEqLQ^yaQIItOSY zq)a)Xu&UmP6iT?F5_l31FLtResbiEn;LTC{wt2PN$5kbMd{=t^)H;8~@>z!Wlhf>~ z)aT!1sY6HE@S934Y9YG=*$TBg^_$K>(ZuK6(16v?36KAAOEJu64%23EpToHTL^lrr zJN^gwL%I*HBZ56wGIwD~GsD~ox(2cbN$`}>hl|d;5T)J*U4rN5V)XX=WG_#XF| zb;dGFLWT&sr&{@Hrh~7bJqVT%Lv3XD=ACFwz3yJ@YhKb^iIj)mq5<(zUYYol?@!s_ z`Nd)$am6XInU{^}ZAP(Yafue*TH*iWtL=g;6Ftz-TWzo_e-SKzRXP9rMZ0K%@g9?7 zrzCM*ITbOC)z`Hj!DnW?(-US98Ic*(7 zSX82#7YtNKq?qsvJz~{7wM{8hg|JaEB`h0gPT}Y3xSmN9?@&OsdyB zF7yliEHmhlxck z<}=5N^zHT&o_dyN*v@Lo6ro>b>m#=l`M?9m`c|)|rt;w$RKj2+!S3HikR{6_Gu}74 zzICXd>)WM->%6sYe5P!ib}c2(Wb>o4h1*>)(~1Y)2@WiHJ_>dJA;&P#5MJ_|q`vd< z>5Q#2wx_WU1=A9=|EgG!i!(&|WRMZEn(r@nw@aAsuA$>r69r!4#q#$+l~J3=sh3n_ z^+!Hvmpd`hNC+fuqC8=l3JRkNc28z&ofh7b>7LtuRExh=+v@$gnQn_OpQ3iz+2co% zuVH?h7%ah0k42Rk`KjmQ{b7q43Z60VwZBSjZGrt{fql18zIhhApOUX)u3M(!Q9PxsxE&;IwoO zFRGo&bRoXx$taQ6Yudi!cuf)E?n(H5k?z2ICgZ1JQr8xCdd8}IXYqZylwV@POodJ@ z<1=a^_@#$u#D^UCFQ0gh8B*7}Wl6nhW@sfEcnWYTo1Kh!VoxNn1A)Udye_xtzM6XP zJMDB?cvpw=M{y2bs&0AiiYStrwkXSrno~mzzCSO=`w7z*c9x=bQxRxo49Qaa=EOIy z+2M1g_ zx1ZIbR9_~v^n%C zabK&5K2=G49LM{yRiJ^7J0>Q`5AyP6W zYt4Y6f*^j$*cczw*wC>2*kb;}D}hjX%__sHHd-nj0;Rciv|+AJfj&ZbH-{Gs{HGLv zRj5-4i$L+kbK_Ds&|(eGrXWbvxjG)tv3B4c_Eu3l6nL~CvN3ToH0k~`a^E)Be5QWc zMYFXxWIIo6&{^H1i z9L!={^;z1lk}FO<%GDyUi@rQZ!tA>JiwtYZVgd*;d8CAd%4>;PU=@Q`VA(lz5V@@=Iz)a7-L89 z^1Zc3GcA5|AQ=RvgqYXveBi&G18;yl4l%q}W_=r8h`mJcmHJriIAfcx$kYYjPlokc zf~YHcUHM~b_-c#xB7&vbeuAKtsGht(D%b=pUjTPgcdd*Vch{=3@F?2F02K#HzD-iX z_=xse7`SN=1Gln*fH7uaV`W44=FT5C;O>IsAmR!P&HLQo?G-8^E&o}zz9sk}i+m#0 zSyGbmIgKJ{aj@Dd1JT-zZF_$uyQ(u=AtEcG9RwZ*?L|O}!XZ6*y$48%WkA~kGW9mx zVRw4-fOL~hmQfmtZpI4BuNrc=f;i37Ju3#sRT_exJBZzz^g(pSDz zg!5N<2+$fS@`e;jrBFOf*~GmEK&l0Er`oM2_N_LaPh)OX>dVP8%LwEu(DV(RKv409 z_lB%P1)DubTE%U$u4}5?jr(~5zpir3AV6fusY=|_daMuh7KWXR?Nb?$%&loY;G1^s z;e+qT$P*|p?_Grvz`YZ_jhRLf5>t-LmGV9_rO>8Xh?U%FMb^wl zf>8)eShk*fmFV#bYbu$eHYx(BH?`vW$(m5}ai7zbird-x&N-eV?Ck@UU}aW6ng~kf z?h9Qpp+@aci+3Q1eW_SDTFz`#-Efa?*Vwu3npdBlX$Vl;KqHS=PvyiKQxoYM8n#=@ zo*IDA4@i-L+czx{9T4mp+B|@YibiPUTP~wwE$IPrn>+6J1m1BVSLD{3KM)U<5a9c_ zG{o?oe5R&Ktx+soiN)Hi2j7ustEEerfDipFkjz2&;ZEQnE96iSa5-$hBvrHQ(avvZ zDpQG;oVNV? zK%ag)&j2yu@zC2M-=zm56hx1b&HTkdJ|k0~vqbk~$Uc?*_e$6?Z_nIplh42EnkEW> zp?@$h!#*pvT{929DRBp-X4V~buR_K>p|`hpzPyLO1D0%Jg&nsSLGng+-q2MTX3(a?)<9Gt2_M| z=S$RbXxDPJEdh{T<*BHpf`oPuhVg6Mc5vztMoAH(gw>wMbNHp!zXM>-6xHb4ADGO% zA(ay0vr|Vb3z9SroE(w8Lq&l5we8F_{3~oZDI9O`bXu>Kq+)g<=VVxOsrTcb=NTd=^<)W>WLeoX^y65_+Ll5K#ye(d5 zee_`dhPJ9tVINY7CnwV2p}+g0n`pf_*K$&o8<>ld$o{thkVlHns%dRcD<+;6jxub7 z8We*FylUR-5G}|d!o~q@;x_V5_&U=l)BOx*y@yMx8U(lUep*;7#iSkJ43jFB!R2hxQFAKNT+-6oML%7e7C`C{Nn_IcB#ghtuk9;Bysv~@d6)EO@d$(Bd_Bvi zM((U3;u~BZ6>Hw@zWD1JvWEEr+HqtFcRy59K}uk?9`g|Ot*w>pgmp1ciV9iJVl%P7 z`7_O#Yem?j(8|PTjRE6+JHKTwSZ>QBN@OQHd-yV#ZWWeH{;vCt9L@ zna6Q%q#L$QbIRXbvRrdC9AU-uI~ zt0x#}r^}sLUHwrg-hA|A1}PA+!jl;?b zTQ$xdbfAX#rdYw8HJFJJum~ceT zkh)g@%)@)VJ9hhX`J|1F=Uc|>ey~}1PTKpvf-0yyetP_BYKKebHBk}}8rOGc_~Bxs z&vPGjw?Z)7!iKPkE7BgX$L@$3m-1~P``+DR#u|p?<;ERd{mM5IWHb97B|enZiohv;6sLPg(imh~2xk2UyjQvaD~uC-QaP-&Pucge-i zRWS8XJQ86LHMjKt#3B9R9po3EXb8MJ1P4?8{fVOt|31cZSn^J#2)jsQX8JXVv15kV z6x8;3cmiZ1gC?Ra+6b_U2wvKa6m&>#4h)*kA&4)f%w*Ekn+p=a20|w2fK&z8lrwf? zR#H_z78HFzv17}3qTVfzL+&sMGC{B?I}_&o**LOFg#^h2AI7>GPS72llK7|3!ApD|NWFFBe%BO4=DqpD);<9m9Qc2OHRU&e6KXj1|%4y3Q zH6vx3#kXud=`l73lmkt)u)`asv|A&h!fDm}2CFS@s~U~FVFFA?j_lbX`Pq9?R3HS) zzZJGuuM$|E?*<99s(633*nnJU&SMVMR7zULQpUC8W-5U6>_x6}#93gw<=AGnUZH_? z%TVWb_t0Z|Jm>c7ob!qT-Zv^mO3cxstf^Z^+p`!dm zW-(gWz7@=_r-WQd?{!E4(Csj=P6tI9Tx44(zZ~xrL`^$CvMcYd<;LA3A+SM$v_9Yz zWX#-ny?uQPBQG?o)OyBmKCR0(LZ5?z!-VgS|t{deK5(cT>GodNf3e)3kUNi zz|gMbtwXSnk(kwY0J3ji0TVd|dT2HKA9AhW)-TWac&Ro_=)%3`gNUJ$l6DT)tuOY> z8Ph(0ZU;M_Y%?qLyrr%KpalHfB7p&K=RU z>Pn}3Jpx^dv?d94-j-P|)&ox#{XyoI79#NJb?90p=xZxru7g;E?_ouzV#{33@`{rj z1KmI2^x3P}wC|b%Yx~g9O+%1>0yvgKaM*cAx{Flugz1WR#S^9kgEGvL(Q8b!qCCq|sX&hC+Q3u%gSdEV@#gT&i z2YasR)*Y|wWtm_Jog3=-RDXYqbK#}>~_EgOx)x|v3 zE?LVi8J_yCFSr80ZV8YkK!1US5IhQ~8OW-Ry*YjkHZdNInZ;e6lw1abh)^GnDDn*z zogV`9>GorH5m>qmP(No8s|x}be+5dxSmt=2Y65PddbTSJFwe^~)aB2s6X+FQYvsMQ zjyuhBH2~Xp7q%);otLKpmsE!N!g8%gBLLc;-IUu+kr%)je}m#V2SHpMmsT{z%$ z<26pKl_GHe$0BwW?O8iP#4N2>LM2xu$m2M)nucQ1KCbo%v@pFg@knGQ|NHygDnx{z zgrMIV`5kFHCXzXwrNd~ z-BXF@zNX;fcu|y9X=c-dQ(Wy6`r(DacUMss0iTH;2*WoY3JTJmo&T_z5Gt8>U=Jay zrtEp;d4`hjW1;L9kfHvc;5sf~xGc7l34~(u1mJUiwsam6ln*$u7}z4~&rrl<$i0Rnp)p2LjSXAWR>_ zze%z+Sw(i$ywNiap1Hu+73wNW72?}uD%(bPY?PapUcVe!#;D^6iTF1 z?lj>{C54}y^LF6;8kg=11Yy!}bd~%pT;j9Y0%XB>`I-I_hdVP-9D)@Mm2Vki&{mKX zL40$G&I50gNlFn5IZaN+@Vg+}3)KQcT27C{+M*@QFO;J|lY!3G-*2 z;}_Ovv*$55XWcOT7cEY3FM5$DFNo5iScQ~V5>x=-IurJ4gAD=HU4r0jliMOdqNUgk z{7Xqxvgs~y=+-c!R58(ODj^310eFL!>cmF`L(jdgH3ZA&z6an1d>992#g7JVrW}{x z-ys-+S)%<0p3FrSh&}GNvh**SosxL)*Z0A$ zl{^DQ{3e}m*b&E?t60Al9Z_3(@<|abNM@UsOlcpN!zD@E2YOFRW6DfQV4u65#HZlA zYL`l896@4O{b5M9RDuq;wL>R(bi4CW1J4sukC1A>?)OivCd^Z%7Y?*(EL>b}T#}tZTOaLvi3?YulX^7MtK9%wM|LJ3*Y}pr2ks z6H8t$9bLcJXefo+D%D2nZIdNxKk~KCv7g_8>xM2XG^it11IY+m&w;} zn||+5{%u~sbpKB5v3>KD9{b$wqHpHfG^WQH3*wc3Y7xu&*Bwt(DRy$&EBE$(OTEFk za5u=3Vfq~3C;6=?wVm|%cct5vOOjF}heJ@cWGaW^h+PIx#;)b9SVHm*Z@oEmu>Co! zTDtYJM3H?LX=di=@bd4Er5T8T_-K^>+VpXl5w+FSn;U28C!5_l&-fdy@4LQf4qRTB zb=lm}AClB7_ijI7Ny_kvQ=9eVS8PelyY{ukdi$dEbXtPv)R9KZQSKpe&H2(tPrt)c z?VORp?a<7gJw)RZX^4`*rpxQUgx(TvdA)~0x_|q=RT@(5EcW{~nUr@%s5aj;_~la1 zDKo5b)2%*_v69k9gps!9WU;B}1sifvTSwOsg4a4oF^B65QVB)CV-#5usxYj6(D7O# z4Y_)cd&{Wv^9p?JJ4u-yy45(5KWM(1V@5bDw3d&GGkQSsnR2nIR5~Mo>sR3yP6&V^t zQkp}z(umU1H6S3;3?VIj_ndp*cdg%D>;7@)uX9+O!_0TSvG;zS=d*dgI-Z{pzJDgS zxp7Z(@_TFcyRM}PmQ*9TQ=VEv<;j2SyJH1X+6txF)YUlWf}a}cll`oXtF5Q<&ZrW< z+)|Ypo5`KT6Z=KSDonr2N{=yr^OdX7hA+%cWw(zrjyXJaLwGa?qzl+o2nc&VXhb7=$p!-7BN_=*ePOPdUO(el;vBNe;*X8cVqhwDjMR2_bc9g48 zrk7eIkI7vC=_(D6^O;B#C%j4r%IoW8^ z+ajYeqES0xAGr(UdE%*DwqN>99_m+#w6oTQNU0@WYkw82kKFJci{p} z{hu1)qxnu1jwp(*#G|}N-g$IQ+(C|m?)#~_QU-Nb{|qldgJ7(UI!Pex{{Aa$Py308 zv8MR_s6=7cq3(N}*9yy0k-VFHckN-YXsgMUJ3Wui9Qj?Xxfp}I_%4`^G4|pIk7khq zcL}d}!bxiw-`ZC9nF?rg?Qy~=J3e(OjTQJ%jY`H^K>>abgM0fw(cj+xu3fRhKX;t0 z#-_g@?$a+p>KbG5{E-hONA`253(Udmy8lXlF^+7?{fTOJ?zqfOk04A<{Y;vy6Ojma zMo4U7pWzx(TlaB-)!f@I773^NpCPgJ2E-ImpN9rYWy&G?h=c7Xuu3w$(BH-gNRFnc zFv9)$FE(ifkvMRCgJ{F8mOB0c3;>^@)BqEOg8{I5yy@BC!3J+*{L72n2cbtB1o!kI zGwK2fKr=vA$W2VYD}F|*%84CvM@VfG#nQPwY7NSTNiVjN6NAb=y-E>W7aK~v-Ely_ z=-)ipg2Wd!%&n?>X(_Km&q2(d900?>Ap)J&33|*Dr0Ko~;uFFz!Xw5p-H0`Y;~lmx zrEdK58mej-RD#@8ni3?|%cPF0{>vSl7o^E@YZFb{EzG+ugiPO{!KrG32S3sEY+d*i z&rkl*ZMd}Vah&%sWyeJF%lX+c79*2Qpi~KMCk-4ytT7l0JIBoxkGg6SeLWOZ&5|3R zTM5q9b9vIZHZ3m!*<58SycB#Xf++kzHPM_?|(dCI)?RzQG*v#EQ!=~w2 zu@TPu#v+AK7Yb+uBOo0p#*$q{Qz! zs1-8LIEQFWw7yW3FFfvgpVI*E;(OBc?yciGZoad=V-VNZuqc*UQs-tk8DS9n8k8Sw z<1Nrl`3`Y_<Wv zvGp{B9E9k?zslKHIZRfQ`h!Oz9F&Nn(XCO8I}Ga!1d;z5dbhi{v8UGrN;{er8-c5t zM0e}H9;KUs^d%Ta{*ZgkM=2E+bH()%T?Zh}^iJx*uadLX5`u}T&&#YPcmVDBLI?(i zIxPJL>y@SGc3p)2?)l+D!kjtNF%1?FW8-KwC?*&Wfm)bD_8b(rJ4C_-j)n)`^V7|CjPZd4h#jimd+?}QP#El-p1b%n-isG6i0}jp9zLm#qiDYa1+mM}1JT)M z=X=i_C6rJId7#l4lQA>U%3#CHE1LdvSW^gydR%d;pZvg``+lQ-N8=|Dd`4xzyBu!! z&s{Hi!2c}&18o}IjVAA8KSdFawp}a6SBW+O^NU>V6CKXi@Om(bpB>nH>@=)MD&{>8 zv2#d0W0U6){amKO*KZ!CZZbClbAuxreEWnO++CR2)=;R#ak5tU#~(!h7H+`2h4NeoBpT>^p~sqBS@ozx zck_ZA2z|CjsJ-%c;B(vX(i3MaW}=#?A%yl z5%9s1sxJQx>#CmSX9D%Y-a>2-5N>Z}Blq;7KoZv(N zQP%z%7`@fHtHBcnVGKx1AK2-EpBhJzJ(#%}f|oExk<`+)l*q4YgRwsY$0x+tO)3+g z4L1p_B8in=>m5dku(dxRrdo_)|rQ zYf7hZlj6|3CPqOQs2I^=5koRjND8LyyRh)*nU%5yUQ(a{A%`@APqg6L2mVj6sxZ6 z!k1V{mMXH*Q~q67+YuhYf>taUzZX29@6mjm3XfIwJm(CuEO=4?Jzw=y(ZyK(D<3?0 z16mFoLR##X2}3$9*&q}S{nHHnYi)d zOSShfR7O#=-Zss#aYu%+eULlAzuSC)zVM)`gMF{dci)vkRLP3AqoleaoK94hCuVeI zKy3K#G?-xE?U;dI)HtCBOqU9JP&SSZZ#I*z>Q1~d-K(a9Z|wJ=6Q|_~ zy0lX4&usNrd3jMR2!cDm7hNj8me;x8PeHKz)EFq1sQf2@Sx67Q-~atDUoWuWHvFGP zQJw$)@nibN?(pM9Ve%Z@!4!N{u4rWY^^My&S(0No!Os3lQE311De-_h&(hR#Nyq2Z z7aH}AtA}v?ts8cX4-VFfFRG`_@QU)9&TZB2ih1gKhB%_z?E~DXKZ2*jB|c@ejv|`1 ztj^YDjATaChgO&Cd+uEw>ZxkLD$<23t}q^Rzg{356j4KxRivS-zZp4?nk|tsOAA`) zH9q}muYbEnQr6( z@TZ3&y3VhHs9Fu$on%W+RZSYw;uMwW-RHNNt1Rcfg%Iw_O~~P}$kDYz>Ts2xjFAXOsy-bbTLB3+Q&rFv|R+#qXJh?(G&V{kpa@$F}&=a#&H*i zY8s0=j+ksrUIvG>Le*Mo+}*=F($$YALT_>ij^a+%8y+CFY9MmP52=lzEN9N(#?Td# z)*W^JH0!yawH*+_*KaWMZXL8di&d=|Tu5EFEYEsiaf}PYkSwn{g`yv5N;!$VR-vx0 zwt&>8A@~8 zo^J&&7sf@e!I3iaAgKL~PX0AdrG^Zf=X_}GvefH$R_jYH8j$zC`b_Yu3Ac4Y(VR4^ zPnqI{083<7#sxn=kle zGNusfFl5Yyn+r-j6pjXKOtSaj5 zZ+{?iP$d#0v9E6PZ-%xV;>4^5S6y$7`L9YD% zx%FmGuuwtQ@wv1ovc}koAjCA}N0fZD@^2#i-?u3)ux^LGinXK_j{C-XH_@iDizhp0 z_*>eOM4E6*p*O0^H_~6Xa43e$vtH`pdZ#@~tk%chGuT}>wSIEuwd%8h+^j!n1cL3< z>Hc%s$3|19jR(^&dS9e2iTCMmh`+R=A|OJPK{%9#le~zHCijFR0%}|^z4weXKt{J~ zQ*7{tt5MCL00!gM{X}nqERTVR!esp=B|Hz4_S)*nBELV9+4F_uGQkH+ol*NV?G3p_ zCG5z>I7i{mf&}@}R4>`{#l&lKie;XL7ndyi=PPRlD45AT@Yi*1vd>9|8 z#19|%1Cx#X0ldlceT7iz3}@>q$v#*l=I1RIR~K5Cqa~CYHr*s%%P+%EG)ot2i^XlL zu@SpxRF(G#Y@{l05d{UF4UvgdwA>x=RSR^-)KdJ>@z}kl(4vCqUMZ-a8IbS~xey8R zZS(GKtu^l4DNjc-n8EasL6u$}mSZLFz5_l#HK2 z%mGWt4a;uq02QR)Dot(g=)vhd7!x2u-F>!xdbug+)_ zx;(hWo}hHhJl8!Wbr}OXz8(0QLo|>Y@R|cQ7JR~`(&2OCf8p+KHt{)Qx9#;_WV_Uw zSFlVw%Caq7n0z^~@+*UqcLpRky;t+G?EyGqQhP?&GDEuT2noR;H(BExI){+C*mKmy zRW(WnKf#)k%lyy%1V3ID}j){qB+oZg>S6BdP%AZn_n5Lsou}~ehc{Uvz!F(Pka@VmbPAPY&1*_XZ zPoLQLa)u9)t*biw!5oDx^@D)F0a21vlM*I_Fn^$Ev>}&LfEo4*C-3P#Fuloane4D&Dy#e`}UHkL18ulv-YbPv$%y8~tk)dZ!Qi9?gBY zU((!rtX*RFsGI&?^xHh}>w9m~<|6UELkN+3kmtJkpkM?qazBTG-B-TILQ4E-Idg0J zpphCnXX__Q7&l*MS;*IFD=}Eo4T!}r5TXSCX19MYhZet}xc1Vsv+aZjsTmxrwA$;T zb7JF7{!Ihg1Ojq?zbYRg+FP*wD%PR}C)Ly8ofy^@sPCb~EW19&YiwNpC{_onQ(^7+ zV7C8@_f^YS&(gb^sZ1sMf_0j&$l1o`85x|nqJhBiT;C$qhc|-luVl}6WZR*GP{(;R zOthnq$gbH7^FL^HK>(`gB^a^pBf0}(m$EB*6_UMvzs1INgP?Di`q^H;cs1k(w)3CG z1~@!6r%C0upB9X`?hs+gJ%3wePwu@unPY0--4&|Tm`UpzvXrwxVv`DB(z=&Bw9;uf z;0xz8beA}T+3E_1hJ4RM<_FdIzS}=LHo(ciZ{*vI*}G>?djS|SaN0>_a0u)voURg1 z&MZl9BC&4-PtHQ)nSS|pzY;ia1^cxv((F4w!t-8Y;v?${{Vxzo!WA?7O=EeOB=xLt z%=~+s4x4luSi-CE&4W8_ogh{Aq~GcOnmwc6UsDK7VLR|e!DERt@a!zbAqOQ=-qpzR z(SqQFMWw!XDwRQhzCJ=hdU3q;KF<+=hA$=eOp5=T3OC|vN!Kj4;2+v4-w0b2*(d;pM4X^JwSU6?$)3= z<#dMxK{dEWp?QOe%LA>>BM#Mw@S3@f0B}w)(8RWvk;q`Lce%~5oM3|M@Re8EUK4Si zCSjiX!dWt18BeweCq*i9k#@)hEKUH_L3jIrg$)M>#tuc+tg@ORat5NiKVmO;cC)W1 zx>H^VEJL#dva0akxf2MNsQJCM%7b9X>+2OmD>Sn0o7?Gr3@>`_JU2pH7APyJDiWSj zxhFKr<;Nwu7~QsK?0?9C$j)R*kB-RfN3m|t+xw?_lJ=k1`i%|YtX-uuP8jQ-2&C+9 ziW$(} z29=#_QXqA6myK87j8Z(OUihJindUVN9M)ZI5x813#Ac#!fGc3f*j|1wY&2t1;Xq4v zIc(iNYy%@op?S(z>-gg#&b7HZX8MEjLCFm>esmA51m7 zSUBK$i>#g$J{qkuEpy%U^c}E9kd|XUkP^t&&~y8x`R1%^IhLO%yk{@W{XVL@?_DQY zN@1~s)}-E{*{@xQ6s@(J)V``q)+Zi+ju6Z zXr}v=ow#N^?I$NMXE#{x+oKyJwa%*Rj{(d8&?L&v8@wtvCogV4FN5>O;R|(p`KEWa z4)ETp42qtIDf%ScUsS{F3iUcLOvbZQ5`&A+7yZ$El4qeJ z+J={1YiHB+m$X#F(DY+gLtXp5xms7fI84{{Z-ABp_wsSQ&!rxRg>s~OxJPF_5 zl|)w8fGY>+$Ewwt6)6b(I~$4WM+*sQ3fdFe6-^bvkC~^262iHfD#+Kh{_(Vz%8nJ^ zPh=pJsUzy!fi6dGVkO<2#_ik;U1=L*%TM!?Kt4b<+x3HkGNkEhCU1R)Awo_v&kI?Y z0RnM>va>UEpE$KR$$!-bgzus!!K1&^WA4*^<9G+Rps1wO&F)Y4NnYXPS3rC|iK+x@ z*PP(YDmRX3R)530t9YCE_np0VeT*BBsn$Vk%+k&II{EV=Qm8pB@tp{7E=JE9T%O#B z_B(|7TjzcrU!K|ksh1kQXr)C30pivxP!)Y^3#Z=#&rqU$g-F9_zed5xKejO-w8I#w zJb~`37J(Cu7M{-SRZZDS4MOJ1_+a{&`$5P_QOi$_+#^2kibfl(sVzQfGVc;|e_}UK z3jmt{48LHWr=A*C9hw!VC9!lA8FU{2^y{zg-m|uy3)m`^*oL zAK@S2=ESidSYM0Pr|FVY7SW(#tG+$t zZ5Pn_+V-CGsVwcpcm=(~a>&XfLFQh#91h!aj~ktXG#A5G?tI=PbpJ~BRk}|Q*PC%I zOMpRSVvT1n_^7#FCq#SLXB#8-ON_$nmWsETQz}WqSQC3{;F(=I^LAAsHYqvV1gCt=aCPo-)6}vYy27MpeOz zxQfa@HUUmAb&^Rr<8y})Zzb98!05Qh@DwUca-%hZw(lt^aZ1!&R?E+?UxV_O{W#b% z3k$DE48DE)Hj2B|&YYX6J0n&=BTOT$MKLPVkn^{m;**t^z5w%kb?erxQqxuf8(w+v z=3VTk|GDGOOu8!`-nre6JCTOA;mxdoajL-3wp*nf-Tm>E`%&tWx?I;`fOH__1W=A2 zR)V@qU=BgBr(DGuw3R%QRfVF%Z8?(Ij3&!dBIPNAbCtor8kx~;3I&1HINjTF5FIjr zCp-Ukwd4=vL7U5aQhE_)k|A39RmH1N!2i1a&SIWR#X_P^XQk<7h#D;@ww>h*YoVB0 ztLlh71uuVDsXi?E5r>oAGBtq=a$PXV$NtSIBV$4nUVVtWUbz63Gqh<6zHfB|D7=3) zje^JNQ2#B;1Ig0kL}fB-L2^oCANAy1VN!{;7!!8vThW(|?0-vVlJq9m*PoMoc_2 zmWi<7D1drKR@V9C%jn8rvG!N%x?+0=#rzX=e%1XIsRwi~D&wyLs-etWUW#kYvMxpjG8Le95cNkRCB4RtPU$fNwVppdkJ8mldC&vSJ}1?fhkmvy&#yfS zM_R=~MVY3HatT|}Bls~7If)CA()84F$v^+4v_fnc+?zR4^{FAfLWd2T$6g}^##rzE zlp6<)94A}mrUyQCy8zwFv5bh*&o``5QB)%JYcJ<%|H3T_>ubZVg7Dpm^PC|S{TYC@ zn1OKl+(@79TRHAwOV5kc9mLa@Ti^|q6}X=jA}~degDpex=gu`VTB%?`vfXCaeb#dtU%Yr z;$<*JHF#n#(MHB-tkDk$rr7ufXtkelkXFWwb7E}(!$(R%&xw*?hIS?SPh?4P|Nz7oC37;B&BF*`67a zl8aSyKmYw5cIVC=-1N`u#+NHcF`locJ(f=x6t2Qz2Bu$K+$B5+(ub-+_X#4dUAqRo zfx#HAbQwN>w#BQ>X`jvSSpAKWuzvJi-Xn>rysEa##((gzDgN=#E-V2;L}vGT(gPRp zvl>g9&b+ZyUbs<+6{@SVsDZ+LxR`{E>?fWh9rr~eCH_L${}RrU@4YFKvq*u14`i> z=y+PN%O$X1m$)6T{0nWCMo1FDVuq8;;Iy-M_%ODFhLkh~C;f!~RqR3ztd_XDe37}l zE2jJ8M5^&@uf+UdV+u#-3ze{#fxQ&WAFyyIZ2Z&A%wyjC?2>~^hv!WlM&ZVkt-egZ9EQhCWbXd1C`PGOrZJ`L-|vPL!`1xsy`3OW~!WGjT#Wj zc}&@ZFMv1dR1@y|!oz8N;CB4$L-R!79uy|*`6Bt6JvJ1cS4JFabNL?DazwZ!7nA4m z#Ol0O%O1Vd71hW}G)OI^^mY`+j0C$EPi~VJ2k%Su)j#Ud5Z-)d4--N#v=od4&2_x* z;XhhHZue?r4)A+#)(RxWh~8DN%W*dOSeYx;ki`dPMKD#gDQ(wD!MzQtKNv~=h-Qp0 zvU%mlS<0)e8gD(2rleil*ub>g0+%6FvM`DOt+|p9`M1&8*dhB2f5kyjwlbbp?e=j7 z-^N%k3>E7UeMa>Nr3n!kzLIH_8~l@phdQq9!|nN|M}K?xW5aKb6Hu;<80f5tw|xNH zG1Lunc~$WPA*`LxBp)pQ1h46*hX$JciMT7SIA=LS={I#0-3S!Q>4Z;{6LbWEx|-iA zcFqVP#^O*k4D7+ab@g%*|JV{Dd05V^2lvKXX*~AnMBZh3 z$lb@d87gO6SYPx@CB%g6wKRnWx;|93!uwlTzbmB~&snCSpN1TZanhYGD8-f_$#G}DyOZZt_@ZD-k1HGGACwbXv*xn z$;$_ief>Rt^#tN4T-$dYr=^tyDot0PA-d(*79{Ot^WAHMwV}(ybVX=o-Yg4)Qs(@AJHnXXn4~iR`z2L2opHQC)aZRk}WSM#4d6Wn*3)UV#d; z_bn-Rg72!#I=UF31DPbx))3_p+t?k;EuJ-1!dPSj}&_6mWlzLERrfl*^i_g(Pu*{0G>2o2S za*O5I===L!OEXy=dDI0K)vf6_h7u=QUY|Z){7$A5`kIuCU&8)|g;< z)oR2^vWBqAU~8S1qp`05!I@@OILjQ`J_x4KdZ7EGMH+@wjYE#krRQBWT z$v{i2Sm44F`r=FR+EtB2oWmpY&2~h)>tMlX?Vsn#BROb?j{>&5Eh_)of>;uoirUp9 z!s#7_$R+uTxfu)zv=k2Co73`ZsY={7$h8ib9|@exB4pnp!Cj28q+!!$B_!dB^Z1&n z+>1rgB^EsVKz`Jtnk~@ZIEJrsa~*e&BC=dUqqgLwtc|rC7yY#EBkL2CZP|kizx`nM zh2uu?NINsLugedjG;Uuk%ATVN`6T|*fo5hw%+*AnQely~!E|1J%2|jmr$UTq;>{8g zdKD;I1Xixk))sHQ1$jjEt#he)U{#2R^RcR7`*ykvWJ;j6pMwR0=O%o=o~L9rmZeBh z(4XxNI=5&WYMJ)cR8r>z$<{^XR(iFm+CQ8eV1Z$ZY4fdo(J9ANE z{k4#w-dB63l2mkli0&IyvAiW=H)$VluwP^L4M`!KNr=%S6#tYBKt8EH46$qCejX;M zFT0oYGWnUQ33*3_m})Y6w_+x)T#zb35qt|M7Q(mT_#}9o_N!rYS((dWY?_P#FPDy8 zEu_gaXbDy&BN=EZH)F zFUgbM7=ug|j}jxfcTH@m#Umu;jp@s~i0<^)m@bnm*8QfKT>q%}uJ*h4Civ2z%YoD9E~NsP z=oL2ZWzSjaFf31iqfMEpVM?{iyC<%a zRnZaUx9BeYTZ|0kF(4cKIIm1A^sh8!hB$c{bO-R%pSVhf7=a~(dK*&s#VL56ueLG24fpRsGR_63c#tnOjMB0?+Dwuxd2Q~ z$~<6SGe+!a6G{HDKNzSxcp;H5ZnilK*w_O#-iF>2AQpm3$Rd_%B>&3QTC9b?Z_EL64MLFB<) zXOtAdqs+UUud)0nY&4z`_6g$X^rf<^6~1!-$p2HI)8_0^-^2osg{8&gr6Jk8Y zUl!?}`k(H7NJ#;`hCdKcY9)jj%8IWK*3bY>HIM(muh#?L-6!yrVhxYjT;8isJd*_@ zc5TMTS3?Ab_F+RFg(~Ncv8FLUx$-eY$FauClcw{7a~Ou2?tbv|8it#s6r?QShML2( zJAi~T9J|H?HrciP5S@9?8r71XA;ra(k_fxiVBs9j75^o%LE=8Oh?aAFa;X4VxstLd z=pnJaib^Tct^a-9YjScr1WuS6s3ErSIh+L%IRE}86VuNVdwHR_G$zfQTGu7|NmWA9W-hwSC zk)H(1r8R|V$D5l-al7o~Ls+~Rh$(4e42TWI#e={^8VNDT)VaW-o^*qvoA2hc$K(3d2rkEp@6d#l3uQ1FbT6;< z^pI@SZORD7G~?Jww|cuEh#3uwsA6@j9>rA0zGkQfJ0vLSa-5IHU0CAY@np}ruX{`` zKh|zfYFveu|6;%7H7SlC*-(Hj*N?7j7fLO+GyNxCH<&FMoPNT7>y|ou1_!U41$x~B zJGlAi@z&AlDoEdRZQ(g^a1tNW#!lPKB3EwRkUd8CsnIK8664>!!;Wuu$KwTc_{ zAP7d>W8|SX4OY(V^q`?K%+Z!tdH_B`)!C&Ud&=y(LW_mFNG`Sp-@cfX$26}NFUrHf zUMIiV-Ex9S@8sjo_vR2m63g8occThQ`{7rg-mebc0TSa}UKpJT!3$K(?Q5py3G7N{ zV@xGKR*wz7){@?%rOg3gb9s(?8RgU*Qs7<-GhA1ReT2eCB+cRNVWh{hh|b|;cy zN|-8rWoBFkHPGoecAT)dc;?^%ZL5~mwVfa&bCvzX4#d__G8rv{-cZ8g9#-{;iD8|NSFn>P*d2gifQ1{S|+NvzKW@JdcFy7Owr7xKwHk$Clq zgsZKL#LUb1JThJ+nN=XESHcak!m+qA@15ztqNa$4p9eN`lJ_Cmu@~4*WKlykf5S+G z$+>EEerMs{p+KeYp!L5mNQZqFA)&h}J7j=|ch)P>IP%Tor2}(-+uIl;CKL;4TsSX% z9n{<(3EmydkI*x4_0tpaDr~eiA6en#SG^}HyA7Bqb5SjoXcTI(^MZ0PiHNJh*o4*? zZa!i5AOR9lx}Msv_#~ruJzVYX*t+dM#3>(t^eru1bYeXXs=hp6cy>$QQ0CN$++Dr z?m(lQ3=_s>-ca9}bexp2Z9fmM0JA3R-1b`fYO=piJvPv$Ow>1g z2QtA3PSnHf=%&P=2UjjAQ|LQAnXedSIW(^OkGz?cWwG}E)7t${Ewqeyc}{PCM}tCq zfq#?N+N{Z!seMKMa_|Pe_e}aCeXl~DL?QLxeNU=72lN!_kx>)PUy=>w{!Qe5(#mNg z`w2>Ne!juiX_L(4nfZA`vXOhar8bvzi)h_F(!CO*jiaw86Jyk!=J{HFa$G(ecLnSm z7=HK4pS(=gQuW}UMO|wBDv^oMy&KZ~`mh{hrgyl*XlNb6%VKGsD|vfdlD+H!twpZE zQW}MX#(FTX{pteq;p7-vLZGKXt;NqnWXh$b_u-RU3gePxe{$1$-v{|25g~<*;K1=O zr{E`G@kmMto$8&iP1Rz4yHA?NN?2w*1vE9;@Q1PSV5&jh5%$2`5(GX`b=;Q}D>!O>`&f zG>yLm0+`p&QW_!_Dr#B`P&-{Y7_subY@HQ(t^H~*sVzRu_#T!t>X340$ GnMqK8J7L2YiVt9r=$B{<5YRRtSNRv;H zMjC6*XlJn_p3~k6uL^Rv9HYial{8kxd$iw9!*q$01>=QO1)XtDl3Bsw=M?0Qi3<>@ zNOQ(aiZwf`fDX%@Efuz{GUGf+f-xEX!*emchN0}#fw4Z-(4x(y{-$+QX~i0H#neA` zHeG6P2B*PM>8it$zRc>Kby4yz)EIfvw71z0eDAxK>0bx>ZKU*}o^sJ@l`^WFmA@@F zp^Rs1{`A#chs=8692n{PR%aXbht}h|WKo5K1OhzxaB`$V1C@OM@IUp4R=@K(IjoDV5>b< zm?KFnXLy^-{2v;>-jKKzeA`HR1y@AXTn7;$h7~n508#t_N6F^ zr>zrW`f7&e4iq#vQ08E2z_Io1|5ErZ-xmZiu;fV-{sp@`j#>dm9y%bv%!1Hn0tJ9- zr*htCrt`0OyoL4J+dzt~jMuns8MQQCH41(ns0pNT8R&Q8A{Wd)F=+Ruvg5M^cM)WT z&i03JP)}GelJGc4nm?B%+arCW>55qCuuUPLRd9r)#G=WKRX+ESK7ISV?o@X6@P}!E zzfm;4*D>#N?a3x-^?3I4OAQXl*5*6?tH9fZ1z73n1&lW2Qd2JsxL7=w%irC7B1aZY zzlW=*5)F^p-5xv;YzKR~bC-~dZpPI=Vo&o<wzzbczZ(4BG9-Pm#`4c$Bv4jbS*f)8r*9yu4)6t5hxorcv9g%mY z6-u>LD8xr64}5_?2DU#~0y3Gbx#UteQ4RRegJ4b8~Xu2Qw-d@leks*kTS34^wf1 zTOJro|DWIzv{}%7f+2M|f2scXNetLn?W#&)?HRWJgE0p*xjnb$S6Ff2PXMJ0nnbgm z#UJpWv>hx8zYlPufu7^rw+mo4`1;&(x=)X+kxy-Qe+_NE7EkKUIQ$l{gqaaCbg;Ub z1m5dx?QLKMti+ZGJ8&;8F5X=70Yv3UuiEFh!9u}QY#B!aCIpL{YA)DWXU zuuqXNoCq?o?+|-X-`u3_9F{Ojy1XmlE|G_2$~gOC48t=s$^Cf4AR3Bw%XApz&1y0?42*H5}FW%Q6$WWE|pJKL@{CAadVidnrY>a(`H9SwEw%2(S559zE} zi-2uBly)Xm+^}!(>XVytE5DEcLufgW(1FK>kJXyXVCL_Y`o3r2Rv2CkIK{DBRIm#M z)l&`|d*ZK$M{;Ik5qyFH;82wD96qXg1PnN=R};Io9oquu7jST;`odl2Up*OX9UZZ& zvK}5`yrQoL-fb*r4xk-rEzk!I%wcw3!q^ZdDgQRV*c~WIB93<{J4sBV3wx9opf8a* zUD2Gwt_8iSu;NTIp=tcQo;g3e5;0@yGeM3O!qtrl!S_;Q3t*nCo0 z6@~>1X$SR7v)BzH*m2C~Vv>H!D(C;bP7&*UhI}i|Se$-6Gts5s>Fj0^Zy*R_7oE6( zP)#q}U&71wegHljC|ou#*ZASyiak7DeLmCX6Up*rB$I!DJ_LkZJ`0>5kv`XCH@kKYo{hWc z+gHX%bzptnvB45+NP*9T7AMm~tjmJM#Z!m7hx|V_TNUY5&$f$7C@k=k? z?aM!-E60YJuMR=J$2OwR+ZjA*e7Uw+5K%Rgnnht_{X0Hm?pS~jcF(P}E#;Jwzw)WM z&vVv0M-xV@9v7c*U7ve8&b+|+3e!bF`h=POgDK(~cYI$?g??ZE9qR>4f2;F`p8?-Q z5CpgZS+in;*A|6O>1d7dvktVV|MJw`rnQ(~kWETki2b3FPzzVte&k`b`>nnxoQ5MS z*^=edg)0i$n!fxDhD%Bc(H(BLG2;im!**4cV=Wvi6#Dc(v=Ln)ENaL-IRVq)sFPrqfjzRUW6BohFNmDg$Sl)XdnM-Fic6N!2d!LQp-arTmZc@j?1-KxOc!M@Ok+={}>^z@W>` zHfgJUBbs$R1s#|0I!=!5QtPflX~uED8JR<}VnTe7QBHkR#kqBp;ceBoL+Lyfdp7ha zBc@X{*^aX;ABJT8JXB?@(dvVudA>~wQ`Vwy-5m*Oc=*nHgIUZySVRk-5|uo(+wJ}mkG~$)67oPBt>-uP zAc5T#{DIJ~_R`}^r;l&w_mOOuvs57uc(2zg~F9nUMY% z-K+X(Z#EMXY>^mlOJLN5D0jTEpdD+~v{`Wu_2b#(L$Viqk;bALDc#z4jy4SbV_H>F z>HJ6ge|C8P)9v~{9j-Yf%WA6sd5zwIBe_HBb+$M;V5;}>hRj7BI?X|bdC2%_4ciKJVl=ENBD*t zjny~iorMPWnd*P>Q4%RZGcb=z{=C>4f11u~glw4W@W?ReF1`fapfUxTs{*!^?OqF5 z#;wV%@RZJf#PwPL_rB-nHMy8*Qza3Q5EFbWWYi$F3YSut@P#dPiLO zR<#rk`XAK37|A}FMB%yoVPzkJCZ{;?k#4~7xy_WnF7!;U=7)!Mc`vKU-HgPU9X|*R zG&-CzD4qcybBS*B1zm_;aT|^@b|7MfX7Yq?c@~h?s8l;z z>(w!O>XCIx9iM+LD=+$fWn7-^Kx@OJ?v`?2uwpweUnYlu5^2Pc%zy{;^$V^&ZdC@t zWN44rlSwins!Xxd;vWy27w8Zv>K;Ajpsw{NYIO>dzbgM-Xgq87%q_6^n|K0p< zUwz0pnZe|`h?Hh^3jI9$S_nk5uW75K@?>(X5x^a+)fYwTzq*Z;aI|oT{dOZ!r5p`TJtbO`;&ijR<uTl+(Tme6Yh&o{}jLZKW?n$p&ErBVtqHutlIPdN zx|t&BL9Al=kzkDj0>;jPq8DMF zhn3QP9^#;##~(}&F_p;fB;bBGc#TK=pWnxgiL2cbWL&iL4<^6Z^Ja!s^BhX2jO&BCyxtZI&sQ+fi%X|1kei4-Y9m@1me4IYG;InYOi`(bzg|eiz-EcMgaR zLo2)Q8@DzgHQT>1g9FHF5J%R#M=2LUTY~;-21^#XjQ^429RN8X0R-M8kh;QCzPW7j zJfxa%tUycgeC`~&UL*{r_W{ER+Vw1=36h1r8Kf;Q;RN$~&(7e`7yUNBey5d!WqW!o z&&*@dt|gv!J<|P2Y`o5(sX2S7?L~Q$wa-ku$bIR6;Rn;w0d8kt$i_9w9l9gfq!74i zCvON5e&~w+_$G>93Tlr1!c;h8S9J-Hl6F-+>i4f)_#)tv>=qy4Zat}=Y7F=u7W?YW zfZ=XtdOhB}hr{wk*+$#-C;Eu4G{-6(Tc5j0Ol-sF%tY{!zVZVoSXjmxVN#FX>5-c| zTPslUrL>g4f4Yrf^*&9PI>Two`a#=U;RCJenDiZ-0H~3#HXSDYFUGzys>=RdlM+NJ z1(gP+L22ofmy`yB1}TwNLK;LtkWK;V^i{f)4q?;XD4;Z(?q=@CS!d4t=fhdEmfuw3 zx1YGL`>OgN%M>@}SAkL{B4NssFsuU~3X_?=&&i}|=06}Zgd7TF(T|KmKZDy_@v}l+=l5{BC>lW6IN40HZT1oy*H^=$5t#kHdZTV~ ziP&F#LS2$P!~inGq5KUl%ezl722@?47|-G2>|hpVTigiFhZ)_FA>0I%)JtVm)h1^H z@K^YqD_DoZx!@9uZTh-ZY;=bBkF-c{Xa;3m?)5p}as2)67Ud*4b27-7fVdLdZewW8 z#cU~+RAPfQ3X;ypizy;{A=?=Amz8aRQE;4r7{#{k8EEnz0o)+|lz_`G-MMP+E?4Sq z5I7a%^z0B`87LnBz}Ij}$ZVr z(el~KMPBF-xws=`Hb__|h>4rT#0_o79z$pgV$1ya>C;F6Fu{2uz$svi0Gk#mvf78h%mrm8r9- z2}|PiH}Nco(NVBl#jFsl+$^-K=@6vyCz!(lNHy~D>VlA&d6jvTV~C#J_e*rAGk6G7 z`aBso-(^wY!w6-(p*tJ$bNwDO4e$0&*0cA;sfFhpa#z56*0)ScZw?~JZ*I15d0#_X zq9FM6ch&LAA9USG-^WnT`tqX-~+TUoniJ62(v)L+O=5UN}Xi!DI0 zNF4qlbW>RfWMB-q{7a{J$9j*edX=~4Y|VZnl5Ve*PJgx*BnEKfd@Hz{nN3V}3v~5} za2UDpf&Rtz;sA~vkBGVfLY}rH7=7Hrtb<}pp=(3Xo09k1^tB>HiSp2YSdk-FD z;S$HJMASmYD_?c<_iM5sw9ys3l!#<;~#n%#Wk@qG1T}wZNvWRhayX| z*?DgAU&Hb^RkbqsD|N{{q$D0k!(qL3%gXGkc^YC3)X;^bz%10a+a)b5SP|- zQ+kl|xUP$GvC%lTBqx8a-J1-yBT#2PQowZg0yH+rnV7(@>_ELdQ(fS+Kgy>O z!%1a9#jS8L8hpR^hQE>&L6b{`Y-q41@5`37h#s3yWXbdC&1QzqZw*fNw_9X}whAR+x;des@vK#W`i@~0Y>`cI}z)4ap5%P{qPw&e zkKkmXXsw6gP$B2xkw*PVqxDA?dcv|`tb+Ll`YCUoh$D`F?I$JNXyQBOV|(jH_5&*l zJNyaR{IPrZ7a%thlj-6yyBB83WmM#WuZ@v-US`R}m~?S|r&OKS&JJUwDwALgIpc}V zq$9d0rt#(Oo+qtB&OgU{^^mN)xIUNB;Kz?Uzz_A5-f?mAm_)1bnLxh#N z$+7I_)GFVxIB`Vpnp8slnz8NBn6yb;jVD&^wE3ADZL>t-<&k0TQDTN2@3Fmx6C0z- z5%sCAhmUF9+=fI53D!JHQ_YLfu_cb5nl1H9&35jGjg^$y8b?UpZq_f=U*#`x=23l~ zOw_7b$U5oRi3aE{xo$4}Gy1<3tubGz{vS!}|350W0N<;f2NbLe>mX`+@IR-=P-7Ox ztp4Fys+(`10R;lH`#IO0;5(&fjFqQ|VUzwu;?2(^>9 z3<(a{eOhm^-hZvv?L7}#`FY3^bnm$}vmt#X1~nT$4(%&m$xhy~MB6@1t(khdW6NRX z6gK;jl-=zgFY=tgo92!NqpQRnq!yXa%~dxBbg_)>rsWr*3o0~v6|d0MKv?Y3lI`=- zE9E~uOHC}jXN9244(uxRmf1wpbrGuZ2d%}_az8AuPu2hQ3=?&!HS1KOz*v@;;E)9{ zo2@CGt=R}3S+!qSfoNhYeoA<)AO>=M!C%c(ZPTX0m$9JuYSyS`Wd%dsE}y8j z{S1O{kiMpt86T)=g^~!H$H)OgXYHyE=Da!HL-@2Xe#8?;&1?SFAzp3B|3~EOC{U1~ zb?WNvJ-|6|JC>a^#v_fe-kC6Oaw*pQ3`JpSY+N)={9`@pH)Sm^fGC>Y_rPi}GC zqQELs$({?r!aa};%-Ygz#R!Wg>UzZfl6;Q!x7Ah(3!Yj@DV;2DUd7bewr0^R$;4IS z6pnud>3;8?vG<1TmFG7i!rI2Jq;@~qAD5@pJy;*N z=?pGO6I&Y(*XV4qBLD@cN+#_*A}jQAdJ2-DTbA)94vg;!Gc*VM%=@ZS`bElh;==cG zVsJFi030Eg5-$1XMCfbD*UyRRCH%38Wt|sBJJo`mh)!QTKWtFYTBSBPLA|w^d&vqFoxU#kud5jqpUi@MJ_R?THeWDSfhBhGV}1*g9|? z>1$%Na#0lXI^rmc4~DCkoC{i`pw6FLwK3n!xmcEZZ0%?ht0Nift7PTG8Emh z3WF>|(P@bE``NZ_`m}>_Cw6(>A-3uo8^*+L3pG=*JV!lt4MqlZ0f#iLeBY4)EwbeJ zk?c02D?;a{H3}>QD0U`i#rIjK+~1i8&5q$LfesZY(ZOYEiw|!zP2u0aH%-9Y^-4JB z+~$M7tJ`Sa5&PjNayf#L*C7%wwcR>{Rix{@gnOggg47r12EmB$pU+3!1RfUrpV32S zmK-UI2|bU<+F$;Njl#Edvt13_%S)pL4K09KpgmZQi|+tjgYax8k-uAs#)m4iPeuCl zkDD3=kK??}CNn^d8dcBOPP~NKZ@$nEPcl3=E6kVS_pB?1yF9MBOtwwK8m_M{9?O3O zlt8!~M?L^yf0yFNrAox|E?&4{iuX-wK;nsoMTn$4R_1UW(;uM$2Kc}M7CBJk)gQKS zZ6cYYFoSg%5=pI_s3SF4>LcM`E=Jh-vf}n|Ej#<x0n`q{J!#7iA|V7Ybg;PQ9sTl)?f5Uq6UJF_)#p4#l9* z)^SEauzM3a;qlZSItXk`i2pF6%3MZGkL?9nB~UbgXvF1i5_EmAk+u#6s~MI8_PS79 zj}a}T^#E8qjFvniEp0WjUVd9_I!e57_R#1!N@u0HUt59!d1k%p6~9&Ovc^kjVwjL} z546W1iYx?8?M8Hj2Hv=@(+`BUTOBV&jU6eK89Cm~j0B@v*z#A%cx=LCqqp5K+zNg| zUd^`6@WYWBDW9l6N7rux-$$m@zWTJ^YgY@Imyrk)#9s)PXQAvl5sA?e_{|a3ra&;KOW~C{g{6XnpCQ4b<05nc)v^25ENiJGo?^?&eCi zAPFy~knXcTk6Zm`Oz)AB+{q5R^XI;P&B!H2gdj(PN^j{qNG}jI5;ZL0ME{e+wKHpe{f57B5UdeUwlL%95^VdFT$Ww zu3={&p+3Wt_Ve5HuRmWer3X69$3FQJDNl<@FB0)&)ORT!0-K;oWwUCumIyTPLVwJ@ zEns?4cT%kq(E6688-Q1wi)l}WO=t02QIWBPUQnbam53Cs1ORPdk`un*2!Qja^QrID z=N66YsFK!rZg}+Ap651|7I&PhWX@a;qnY8U&$P2?y{5-3H8BPnbs)bpGYdGl#7Y_X zmGnnja#WJIg@y5@4ErEG60YNS&JC@jj?{o@;Z8~D{ouk45EdXJ&i*Myc}jr*L{&&W zNX1le`+#LMaYcUS@B)?r@Ie$5;x`xN`sJR12vjRx2LhN9(SG0}$MBr)t;LHFgV5Z! zCS#>jsiEE)*eJBVpn+~v&vfaviBfbGd|L~g>b!z@n8pBNQb9&oWKW^gJ-&*p~El!lIUs`yr5|0*kKu3GGb!&x>SE7URsv zID{X_9xc5zt~MNU((xPe=Vu#<)>b(ljgp--)8m@P%X4x6L;!KueFYqkP@3@0wdx#XA( zG3Fo}tt(`L+irK~Q-<7TzCC3FVT;dI<8p;GKy;E#;k^Dyw$v}j~#g8TjS(g zHkiU#%hg{}@L_#eH%T?a>sM)et8L7R7sW^C$NaoC)c-yjw{1P}B3*iMk6|D)u3mFF z&%NS|t%*}q6r;Hf1o4fI1KGSTfg*)Ay1AllZYiUKk?b9OJDD+EeU_rsZp+Rh%bjSm zkH#qitv%d(Ie9h@--$pQMwP*MT;%!b_i^~G)70eM{~rmx|Iq-r6~}H$J~+_o>xK`4hpNxHHa^gSLjtYSm>mS zem6XLeyw@!>o<8$>`!<6vD_=`OE#!jp4a^J{?O5}miTeHC8qjv_P`+i_j$vS-wsAQ ztNSKhq?Ni4qjq0=pcILju{167ovUsz(iEXP&JUE@8)06pFwT5q#XB>%Aryx#@{PEX zCW5zcpYKpI`EIA+Qd(?wgUGOM#SN9~!iRxww0Nux=jxW{^taNfdYn=a*P=lAhuZ}6X4=)YZRdaq=`VNDF2Gg= zKvB|!BV1|uoC&TIdKJnp<7GGLnxYr{rg|D#;VA^TK!eAAx7&@|=PTaHtK$Z5C@Zt8 zoP1T#BGh^>gu=!PXB%z%SyF1nI*&{DA=QzMrPH-Rb{X^Z{ulR@?C{JG=8u)ddUe)} zx~tx{O!wA?n!fge^cZhh^7TPYB}$sfG=(Sy5<5|oYUw`*r$kGH+H1Y5FR=r|hq!K? z=)f}{>I$7o-OQ#Ag|UT2UJBH7S-Wh^YBcP|MiJc_EFCm}Z#?Em+*EGmN z#B;9^XFz1%n6Q7LMyI6WoDIQf>?_;=FNqD)+F~L;c=> z^W@`c?=fDCABNQOsvPqNvl!0t&R_yCk#=*g)E-+lU+g7P*q*zbDIo+dQYMK? z-TWrUIr>~jKks2qV)NAD)VqI+Y#|eFR$l)}&tr-ayTEr9_*u@4{5vxTyOA#P$#ofY zO6|+#Vs|4(i)nY(^;A9va>robbQ8Mm>@;NNoZ=#5bYf$1s{7%#NlP)0iMmvF@0X|S z2{hjZ(&TIpA2Ln)vc?MVj*Cr%`LMM%TMitJhqbEq5-r&t4M>k$@u|6}TP{W)OgbBj z{sa070;-{!Dr($?=^nmhOl&UERO+BmQ;N@~3|4r$T~w)R;~|u|DguC9f%1xHir0{? z%~B~=Wh1Sgvb8zVDtv9d^`gy$hWl z$1AH=z0xGRI4X*FI2+bPV+sQ64Z(D~OcnMsGFT70}xR9hFbxy7VvB()WG z7xCJ=x^%knUfX19ZTm0yd#U?!OAN;*@so9}72}ZWz6`PmTp~%59yvDQuDr=L+PKt= zlHwHMtBNP>)!z3YmU_ya`o2;&i^yOA0-;ZKY?zF&QPk{ZBUVzw%T6bOgOH^BlEPz3b_qsO-i@wh#%Zu8j7p1PmS-rZdZZ@l8 zgA`SETf5YSrbjvzF4csivDfsB=T(_;&B*SBWk<_Wgz1r(rP4!Nj-H*YTmC2-$`pjm za06wbh5EC0$SDNg9E2zt0VvbhmZ~DV2eJT67(L`t$8Vb(8{u>|&bHw>2ajAIRl!qV zJ)NJAt)fCLD>wmC%{<+GWsQ&hjxkay0@XZuZW;qf2}THrc_B3(ochoQ-JkiC<4lSo z4B9chLSY_neDYCWGV{vs-ZNQLL>o#bKM|<7wQ5|VPt9bA53gQflY}Y*9CXKlmzKb! z{6cJ~fPkbVaW;{UycKm?Exb^H^<{9K&@vp4gOA7<%ZuICNqut5#@O?#8$LHin%0gN z9YR4tfO!H{QU8&-kA9<_OC6Mwg+_yl=cdKFI)h8 z%1N?oIy;!QANYMhAhbkJ9w8gqbyMG|Ulx&N0a^I~qb-Vf1jULJ!#Q;Epgt}#D~d!3 zykPmR4JZH+-`xQ199`Lng)P5&&AA7xXY64v1`TQ)tvDT-@h7JN#n&j&DU%Tl(J&{G z<*RZ*Aa4XY9A;Kygyzc{PYs4C(6nW9dEvw6m~XT=I>|CuiEVYP82gri(=}jbLQ@{I z$NqF035KcrRgW;9;vKYE^{)b*YJKfRgnm#F{Ph;(V${BE;Mv?i3@?9s{u@}k#TEsfX#)aC% zJHdnHZ(Z;m7gBbTiYxEbOV#Jcz%_pE!dHYbH#w=!oq?$y%Nlm{O8(ExqyZN zoJC3NbLyyNFIzP)#G6+H39MiyrPNC=2*VCz@K=Uc!8d>-4x|@|!gTWQ4 zSBAQ(*2k?a;a{1K9`i1YF&Ob9g~=DaQweyAFSQRYl5~a-sH;okAK#*CQ)v1_^7Z>& zZh7BpM3}e0m2O{uLPt$7eGg$CBfBIXV9za5C`CV*o>{ z*DsXEfjtg`%Df;%mwJy%T}=0qg46}%&$i;i2FCJFJn!fgv}Blh=&S5I=rb?#J7A8b zJMIhIOy2Os^9}i@x=I|0aeON&M6e4Y?2zH*2MuCDaQYVl#c$4d5n`34b!iR*m*Xs*yFdAnRJh_B{h=tN9|5X7?8W-98k z%k@7`E%1IGPq9B27kl`FXkREH%L+;2rIN?xA;|auyQ+%jwreG z1}Ne_v(8{;VOq#E*I??@$(w|9UH;AsTS{&@m(ZE0)O-vtY;=-~ia5=?k?Z>XhA|ye z=@l?3gBCGi#X@OXedbgegrSAR(>1 z0-Ga?HJ=pUSq5$MnQAiYPDnd$DD2S&_`zo@)Dy3UEg0_G7KZ71tqVepOK5InXAv$M z2ZS?5nm=7{z@vy?4}$Vu?1-uinn1VSd9kl#GjeCA zACe`v61VY{#r631UQ4;V+i81waVwjL&5nkz zErS6gp!3rxwxFaH`$K}UrR@_dyr{SH3wgvB(@J3+cN83S9 zH?we&db7Yz_20mu+fU-h98Tskodr6&ubHgO3nhGdu7CFGg0mx6&#p3ZIwZ}S;hT$! zz9bKngBM#DQ{Z5pOJ9Z))MVnkptSVyWGT0|AD%he|A<4e`Oi2Ms#06m?}~$<+_vLF^&aJ%vi=l2{Uw6eQer;{^B7c94p?6OO+Be#30;ulZu*d^@vXh~#N;9~QRFSv>*YK`Z7 zdEP0JF|;MBOt$>XJ^da=f?@Tf)3I?%OcaeD>j(OXK|cA&(M;~Ho_nklv3|U-oJV3q ziA_sLF~3J&at+&zEUe~_we5KxEqlNmw3?k-cyK3=G=@czgZ)Vm-3mkHjuYB$f;@W7 zdw%f9s%dw7Ic!icd&K(+i*2BYirzGVFc#`0z|pPSh&ZI)l7U;i1CxBJ*qpCVx57R< z_0=HlrM+6s$Yu%(QEupBizCQ%u87u7$v9Tk8V^XQe*L|oba+m(%4rfK-(1ol<&I?t ze^s>5gX|L9y4TZ;--zfh##w(FhX-6X!_)oV<3t(!o1N09dh+h^r(ynqsbFUXZZESzn4+fznfAg9=ZSI@2lhy%LkCuM%57 zkIQ3b#Y!{s6%Fc6w@a;N9)96pK9oP0G!uW9{wenw>gBgF3zC3wOlRflHe8HI{Jp{Q zaz{6(GeTna0r%5JW3&l3Iklir)5|a!>x-1*K_LFDGuKC&ch?33B;KA>;7PmK1rm=M zeXGkdv+c7VlpDJ_$aS(iUCwqemEYmS5JXBqYy}L3;|x!;Y-qvAxHM6#LWC^Ky1!gY zuv4;%M&<+ToRUp%K}g-LHhju#n$=HrUqo{K;)K#^B1ZDU)%?eC)|Mvok^4feCy`Hh zROwYJ<0nR*s%Dw2vB{K*2F~(=UPS~$Y7_XjFUVr>>8&&t4Jg9z5XgYi1*2_Fs6CIv zymgyrMoH@;FNf!46|?BoA%90g!NOPOe?(qQ*E&)|>l-T*p{zt6Tf!$8h+sm1=OjAO zJ!i=2%ra3au+p#)u{njA{wStC=2zt!#qOnoiTRjfBCSxrwT*Uq-PumQA<*OA8HVU} z+2#CO$HUwNwnbf}kGz0r$}6Lpp!9mGaWn$2+b)SSxkM$FNVjQ%pG0JP`Ikq+MY(f9 z5Etid{xT%8VruWmuKH2d#aFJ;#Sm*z)tgC~oJn_kZ?F)*Q6F8fvWFRbgd z+4p^K(qCnDdwMllG&MHoI(hDAoN#^z%1Sk2UmO0`kE>bAMi^BZl%cJCrPk#W>UHvs zo{mn!Ag-+bRb2Iv?kKm82V+0`mh3eUX^^u$H1=f4g=QOyYdOstlXs4uu#Ybnba7xa zq!!L728ta$LeIu`ghCR~7=3HG=!i%A9FULj=gY0X*qC5^p)Ab{7Jy((OmB7^>rsy8 zk0n*{ml8=FB3+qheN8BeIm8BPtnaLCrXmIQvwL;BBM%ElORJ{;mP4a@CNL9hUy_*c z*~(jo&d-~}Tu3y2AY@cRdnh(?W4_0wJy*{v@!mb$lErVm92DUrngIxz^QaMrrs?H~7g3R;@l|a?8Plwlot? zD;_*NJeo{nGTv5 zV}%eu8|~QM=0!Sep`)gO9N&`y=Z5edQ-a5j9|v?usLF#A2;6pXMI<+k=!T1nyMogn zc)-WrpKM=YZ)m_`KQ{J;N2;i<&Obm6!^8(1ab~|S*tl;1(krT|2{A0Rl*}w-`}Y9p zq*CBhzbr%Hc2|e$>tu5vu_;vG>7vt*KMMRM+KeH$Z{%i3f=$qf``<7GXmy5Z5vy(W zYa0uUnE=HQ#}1^4=6SJ;@VLRx0umnRu?kP7F-_vP4dHoeXxIwtUnJ?F(b!l%!K;x2 zr0!1*48VaQr5r`Z^-zb)k$N)WBmC4Hq7}n~Z+Yv`1=XN$%F2I zVq)u#;iaeo>wC4Xg1*jF(ex3sBa)zl%bZ+$#!WtED4twj*gpj zh_Ot6PGm-0U|WJfst6n^Ur+FRR+R}SIjaAPP~xavEn|8^?<9@D6X|D0l1;Wig-Pi< z#<2GIFY*fAyy(zuAC}S9Q*^X+aDt4)P-^XoEoGtS?^p9_fkQ7b=MW0lUKFOEe)eICCPneseV@OH zRPJHW^I2OZhUNS3HS{b&ip=InW!*4QRm2?w9b#Q;xFV3|@)nryHKA8Av|}3%0;QF*O-61C)-13S?!@bcM2`1^ z_VyO23oina?5f(2%~Hh#-i+`z{4KBeOQ1ALjhqfX&JFtV1wpw;$Os(NWUp71tkEeH z{$U}3G0?<=Va6ldZpIk&bpp(>2ziQR-@pK@_;E6BF`X9ZLgZs>Ml^zNe{X%cUvXtp zAk8)O=SQ2jf2ya?I3aFj<6Ar}-bN*g8)`s?1aSb z%%ROh>+_2=Jn{c6r3IPen3M(Ol_*zF-G__w2!Vx?Ja?=Ph$Q+!XuR>^+dNK5wi?h) zYF;Z^Tb~xi@PMywZTnzOa3z$&P*3eU=e>Ksp%;PJ?%Qu%QFj#sR!T4Nlhx8KU;t?v zHkEyOW{te{hyn9Aze+vP2T2_9kZ1#43_Ngug68xP{+X>gh8baLVJRdFZ^GSh4NfXD zRB(@{NpZ;>(YYx=I?bxcbvrcM<$KT(IJ`KhV=|0sDE5^0(VEz;Jkh2j9 zF@*&qMnZSkV0Sqb{UH_Jrx3Hkhj6lAOi#CfyhAj{e_#u89}JxKXWAO_LMmE_*chT$ zX%Gb{#L5~L3Jw*hkmlb<9*vNddAZkX{nc876v?5Hd#?DD%cSjL)2%vRC@k#vUOXh8sXVyOd5}s!(}+CIRuk%uoSIS0wSgblc5m z22KI_Pj-97&m-RLX?__71v(6^m+8sneCXjT#6+ASgf*ogOS5^kzw z(5$(-X_tfgj~RcOE8Z0vrd7D9fWh zkx3rhi1Mn2*KSqL)*()RP{TCX#82ddMKBmuvIjpET6-Jv3dcOD=Mwd|k=tBu8mG-> z?4x-yN(IO0UTfz?hKJu8$r!Y^EKT2uVI?Db+%j*Y+u7yI(?T<7HPdrNwL5}k>A$o9 zB{lMF2{+8@S`F$o$d%RDPxhLQ(}|5exbaO`xo%c(VHX{hd@uaHQZ*Ss_WRgoWb(1a zB<^lOgkl}$UL#r`PiURiSV*PPWb2o82u=_|@V07j1Icl@w)~t$$iB(&Q6Yh6(YNQgDZ74s6axx@AtO(;i{? zkPY2lN&JGU+x4BrUQjd^ajWgV*!bh!!|!kWnqyR>sOv6iA&o0tyHWH-z1d6saSb{_ znG~BME9`a4K~=8H0hP`C%;>S>fj|O2Q~Tj{)rZWJ z@0a+t`_IYgBf)XVxfh=?VW{ppoY5Qd)SLE7n)+xXNGa7pg?hOe$#pU7(1}`{?`*AH z0MTbiZfMf25w5|-0_@D~QbRYJOCMe1pu4DgSiheLPc|g#+VYGJle%>tEkB2dZIL5@l_$-&E=Ap@5p!ph3vM2EnnDdda|A80aMVYg9d)~ z*p9vzpt4Gq>|e!e;)xFg6J4)L}rIt^jW#M+6>1Vb2~JzO_) zSW`_{Pd=g?ZER(&ZHZs$g|FG*uA0Fs9O@&aAk&9lbkD`yyk$fWrq)IMkS6lwU1;v` z80$9Xma3nI>QI~Wmk&wW;;O~O*i^JUuG?w2qu)ue`21nt`-!&!xlO>?!zrQ4GY8++ zee|QXZC|V$`M|?#Jg{*Pxcm5X_xPLGWRE8!M?`aFwtiAf&PxJcEeiKX-Udvks(YIIB=kEH>rpD)7Hzvj%XI&_B z2#rN^d0sg>}l**RVeITkAiVt*8_`aj4`g` zlpGX^Dw!&8y?=B~;=8&XbvvKj8()5vTEFx!SE*I71LTY3pw0_k6uADFFo+gcRRw$3 z+lyk=i49C8buXwlM>Fy&)!*pTolL`vC@E2nL6@m30S^eV)>P^T?&3&AFvjFChig{y zo-k+ldIP?w7wk(zM6pX`G9X}PPfKDtiTJ^DzGzxjmpkf8r>>wpg^J#F zXste`XfdWQMYh`@#R4RX8zbR{ap!|!VIY8)RcO;vsE}}jku*v$Nd-{wOj{&FpNMF* z*{77RHzcA#$=~mr6}Xc>1s<^p7xwE*T|!6&0_P3 zkjP{H*ukFI4kA*HlJZa~1EoQmir}^IaPF7{!B(RhF2$%OxaU&o0(f63PxEr7P6jPo z_fw|RgTx54JWc~B20Qtm^3vGEGQ#_m5tf_wsiw1wHb3;4s287)D3P?;!0jdlJ+G-& z$=%n#^~Cg8ixb7El9I3g+!P-E_ip3+S(}x_9?yw+&Nq9?mKz<(M|dT2*V{g|xV&?g z5yxiC`#mi|!}X@eij11ag!|tZp)E&0-ZjYM)I}p@)T-&tUq;atm}ZNSnFhchOt9@4 ze*VLBg@w{Z8zaHM)ECo?L1XYu@5Ad9Y`LN2eCPbVjFF@&Y%(h&-^8ktG2{1^W`&+( z7f8MoRjBjSbWKp3=qvND4waHzSqQ~`)OEr7)G~(fBBzk{()=wP-b|W+@w?P}7GzyU zQH+4ZFiIM^aD@hc*jB??xb>)?tn`%UL)?L=o=MjNftakuTUa-66M!l1>jf2oSxZA1 zK9-Ksz_L>x)L8UbWMP|O^As2kwB{r;@5R+qL?78C78(Ak>3^J)EdM|+J)AlowbrUg zyrh^Nm49K@_Z>!>!rL57XtMIS!R@?n&@PM$ovQxUh|dA{0%+bWZ5m2xm(n0=BrRr_ zXb~=8DCPw=3>%L6z5}6gt&$uH|Gf+ifthf$=9OyK4cf$aY1GU-HCE3;ik*{lbYy;^ z_lnBO%xL<9x&|#^9RVY?!(y_lu4TMyiS@fZA*6j9LQy7gc~!EnJ?faYdi2-Zb#ky# z$#Bc}Zo9FAa4;}}&@F4?=0*XABfyr!|8|LB>M)20gBngxr;n)OI_Lu6f1qIMoGiBB_k2;0r?+vXO~F-fp+5BQF*8UB@aNrFKB#WR9&+il(P;6M;cNp4SDa? zvDYj&JmF0S363W4yyUFJm!W7kC@kFl9To#Pk_z54VK;BJ`-o?Ku9+1LB5&S`Efdhg<`JY{r{c-(WxjM(&>Y>_EQ=mG)1tpS&oaaP*HFd|*u> zWc+IivL9q@x4hmh>upmy`u9OCnE-@zrW1Rya(qb3~dS3re{SOS;}MT*bNkxpZq#G zt8Mc5W+?~DLUS*RJkOyCC<$AGuu-O|qaN3ZfT@MH+6#V7GeQAT zeO*iR^5}y|W!m%2z*$I~pnwNwK2g}iOwG?T?P}hGIafkE{qxT`xdXcP05f_kg4FMGgHt&w)SXvbK)#8|33f7$Oz2Jd zh}z4DAy`U=rVa(I1pGX0vzwNDE1+SUffP(3q_vP3x%y$L=apELSpj=3=yCk@ZLMOG zSt+o%0aTJ(0FX$+U;kiOHSR0JQx1t_as)(YDS1LMwO8N@7q7Y2oHwuVGNyQh3PoW0 z*Ms1U%a)%UaaASHoC-~N4lQSIpm;=*i4Z(YCIC@cW!@xho&OLpBBoTNzVG`NLDj?@ zmlxrL^ZAui!GF&S>NIQv-}&_kF_7b7y9q?WZH~C+wz@1ONP%tFeTWwvET&i_sPd8P zd_;G|{~VxKE1+&W*e&U?m}T+`kAE#F_=7gOs2c8MRD{J)|FY8+=W+&2q*dg7=Nom*@X2WQOtI@W{y>`bz$vI#B`ib zON_gnvHe(@ZJ7jA(`R%@(FUROVXzISiWZVK#pN;Hx%pmRtf_-O*levfoL^<@d#@J} z;*Hz_YJDK*S^#g9_!U#L8FaV3Hy?6OWRBZR99tCe0kzZ!4fKxP_eW=d2}bf+D<{is zXINvRDiS0*ZNCJs>v640(Fi$U0F7Gol66I@@YYD=iN}Q1HwP&TWaTwdn(_|fj7$dy z_~qhy-~-Tin~z1V$**c`|5h?aG7Z9f`}d-(TDk+9Mng3ht0d;3O!z60{Sk;Ij-HDWwVG|9Lf%v~(a}eHXc(^_E8)J@y%kPmPZp+7m0WR0n3AFN z^^no14@S#D3M(t$g2v}|c}V+uKw_rXf|cP~Cz2M*7P}@l?``-GwdID|{A86?XQZEQ zVu!-6am3nN&9|ZqYI?8YF;q!gi5rRx1{ZSM8O>9fhrZB9(D>^oZ!eFyD{4_#h2I&k zMG>Z;+9MAjOPE+mD}gEfp7Pb>D#l1x;peH*bB>}K)MqL5+gRNfl2TU7M#K_F_HR%5Sh^RpMs3MPJS1vQ zFF0kVL!0v@pY+J~I@Q10NOdtSy(Tx$b8)~=@yPP@XP{c)hxOZ;9sKQH=-U@R713_m zbuklT4X84c+WAfe&(y_9`f2A`hxy+g0bKdrQKofMt@FJo-9jUdOtTUSn}yO3ZSnS{ z=p>&V%j?^ts_xUe4ttJ#DfN#&c76H3>Kbem|HH6G^*;jO|4@AjEM#rGBt;efdhmYo z$^MB~wXKG?$32)8Uj&%m-kCG5Kf~Ch> zbz?Rqr=*Z?=W~pW@Pgf|R@;;}QWY=w!|h%aw7XzYUTfs}dCbKn8I|+W5DP6qU>x-JM=A7acra-GrGl#*7-Z^I`6r7u`->s z0ws4nA5H4HS)HBD1a2$6>WmQP#*e>E$3Cq1=6Y$K10b{ueS+i6^VbXpav3zS*Grz( zv7HBbe7e@vvA?tClgL(-s8KRU*aDUZp`?oB9k*3XSn*Ew;DEEYzg6jR46%#~YSDQ) zxAq!H&R6iw!fOn6q5EWyE0QIC!MUv}S&KWhk#e6^2{7-xLg=1Inc07bU!<>!CKEyA z-My=4GW`^EOeh(H)q|6YDJ#5&O_w3Jn5g{WXvSiXIXGtSZ^J^%m|i3V8{e%%fV|kD zybTp*5YPa!Om(2MU};-#gUgg@+)~{C4EwRRuoICDtZ#+8Z$>O0#`yIz6MXz5G)XKp ztv>jD`<2A>$JMk@jh@iuP0>+dO-`pUyE=Vg4dxn2Bd!|ei~1A6 z1KsoO;5&>#PP(59GvCjyrrpI2fY&$-8!{eGtNTU<_{#$)Vf$H4=NP$G7}zMK>UxRs z{gvjvl)2?-NqP|~6mLU%Iq)-5uvZ|Vl_fFr=;fQqCOkg9&Lg*f_*hBA#)LI_6>1du z_@e87YJN5g9Aye}>H*JyJLuI`Vyflc>IfauRmmAFtu|MQW?o;25VFd2gxmgbk!KsH zst2adcVMr6*2z4-=-%Zws|^Yh|6Eg2tZv-*J0KgrZ(9v2_~94hC(jS+PM%g;v9DF} z4B)2|DU-&b$b;--qCPec&uciOo&uyh6Y3NwxOcZb?Hm#m;Lzb-66zr$**T)iHj@en zloFr}O&7BG!c#@YLL%_2Re|dh)5am$?+vn z!g)erk&Nx?X>bHkg!_{JXeK$8&nI(khJ!_NQC!y&FHXJntx`|#Q8JGXx0LMSLCsWm zvL~K3RemL)9EenZV)Xi=%tWex z%>^=C*kOfG6Bb(}^K0V(M)`d4@KV_o25h%5htP-iwLk@?M<>LxOO(gDcVo1X`-4kj ztx2BRGSL0I-#%m3XB^()f2k`|a(G2YUzBgh6G?j+OFfv@)5aT86ojY@h#I&msvVPb za>^guUwr5L*IOf)c(M8yWyu;!Sio_HRcVfY{u;f~smsGmm2K%hyV@NqxS_Rj*m(Qa z@m^%BQ`wnYZp zL+=Iuy0A4CbXf7svP3-4_WC0fn=#QgvD^mY^P?5$@LJrL~(*nUPc zpNiT@NEPalqdrWUUnu?MSv@~Dy)NDr@6mgP-|==&F&K-pBbe6}ZKB`&jh0-Yk4LjI zv^~x{q-mJWu(Q`oUGPXbyQE*{fMW1%uek$}*~1>skO9ZIK^9_qbc}jjLGq1XcxLDE z0w4#KWKB%|E#5^HF+a-ku+nCzu+jK+f=qtv;B?CtbOOg`DFFw8jopR zH+0j*155q~#o}cQ>X`N@g=@<*h$|>YoqX zUc!j&$k_qD7P20$?z-2W&db1FN_3bO#RCW$5j9TgS*9F{6Mk~zlfybjY(cI+9Ro)j zvzNCrPr&a4SoH@|5eSMop*SYoyOK0d6D_Q@mzNL<LCHxxC30(!%UPNEVRe`? zI+VWZWmYk@@Jk#75Ea9B;0X70Xz(!5$^ZHl;WdEm+uzBzFk?xC%@HzGx@0|K)6x9h zLl*kX!~`=p*(GsU+y$q+$HFZ~7Ia)E(ew5zC|2+Dozz*x&jjnHbnTlp3(hUs zkTc8n4!9I~7oBVLnM+bzm%H5+2FVbqsIN`Loy%r(zo7X8FxFo!9^`gzm>RELeFJ?K z-(RsHpbx%nqxZrw37vl<27)ypHWk~H+34A`5Q=Tt*kEN7>-<_jF7zJE^(CE`nH$M< z44pS;r0;TZF{m&tU3p{tRiZEuwkwDyOzN@guEy+K$#B2!-?M`r2z&V=oy8;*Y&cjv zSRr5%^p+j>i6pfkLfq90-CKA|Hr0?e;R|q#2!6`_Gv7N&gStRRlONn}u$%rXhr&qj@W#1WGDsil;DpcJ;CoCxNbH=Pl1q=-lpg*!^HlyH;kt|~sj zlcOUyq(=jRHnvi8Iq|@PkFNlGJ}Y@{ibPGyaP=1dHrBms1Wr(BMSxy`O{g8Ywdd}| zn&&|CBvDDKcM)C(7srJcO$c0KjVf=D62N-xGY_7@W{7}Msy2+~qEFt(%gEnB z6p0it`1n)Rl(Z=SANN;ZQ=p=<=k8TEf(yD+I})vP=!Y~nE7x&kk6 zYwKAXs2iS*PCaFu0{`JNSo}aiutDKyEe$M@dc<~=YXI9fk)|I0gHdwIrf3$|!;(aQ zc@qsTQY7}2uM87w?N=@f+E2m>?lQ!#ta&=s?$Si=55>kz;+rD;GeE#*ofgm*ST`$Q&2&)LKJo!M!ZMf7JNhVmG>Lu@_MEc0^if(dcVcB_WzD<*NsJZG zWVeP9N;r85LR{2i?AEQ1-1-7dU_1=~bvl_h6k%q&rXgpKxIJqlB!d2wE{=N3ZDUnNfA6d0_0XL_Nxdr%{;4qUQ+&9Ru(QmtRM0 z9eD~W*%Zbe*qtH1s7+XV1T=dP4Ao_5ixPOKifr+rG(+8G2A^|0fW?}WXAMD=f z#l=V!LY~-!W$rv|z|d9o#qGmMVhj200Fe*^x^`3@E<)nVsQB04Y@o-#hteF3XogeJ zzWzY!X-ghl{kNU!FFZC^loUfI1qh{Bnqa5?QCcwnd6pv?H>d2;WAJ-~-(0MAWzJ@a zLGpxA7+kM?X67@9>Ha;B>t0>n)1|9I8FLj0>R;%ieqH7FmBkMLlxFN6P!(fc8W zPvw8K0RP7r-gt2RGVsrqOXIcvszfilh&sF8RSD#@%+%?W)v=0q`{guZ@7U3W<+XjW zESInvNPMQ z7cs}Q{^E+*jRV^yxZ7vvyVaEb+EL98tT~Z$G&4b^(|k_Xct2o(D6nr!{sq zH;Z0imR+T+%2OIzjC_P0jMx0kVcSn>dD(7-8E3>rP~pO0yCGEo1h~FBh5T{MMq_IM z^dj_cXKOCYF`Ku(>oK?OR-1j&BX`C2vmRexQMMAR$jPlcxSPfhwbijLOjEU;td?Wy z8UrScJlkz2O)hiK58*DI+>zFPyG`W z9pAedpVyqS*~!sPqryXEc>lKS#Kn|TUeywf8tATybS-Z1M`{q=_$7WkUM;h+Mlh~w#kqAMm^?*SJ&Pw) z9pU%>A@+jR7mB6F=x&@Oc{oUq(Ih?d*vp@-%u~1M#uxErgos0x)N<0Z=aJDapZIK% zZaU^Pcq??Bl*$*6Y92TCk}YqFx1P_&H=T+aRgeC3^ebqc6Q<5t3Y5m;vlXMb-6D+O z#$ApR&nat{P>jh`#}(i@Qydx|QU1o3%b=P6tXPIeE>-mdeq=MRp~`Invn4DZ9c7bd z^GBidIGfjUd)25r0ID*mqYv;)<<=?G1QgmRmQND_@eI$kA#@zD3=zt;0AUT7N5#@y_5cr;uKV-1E2@q4@kg0kOI~zyRYKmyanen*^0`A&D0ho6oo#MD z0QUjc{r=Lty%ogc5T#Gp$-ys?<>~1iW1~_$+T(MzdB;%S2SRHGGzz=@{KN;JVim@9 z3-?LUhZrwoGw2UKUASFX-df{NpQ3%3qnKt?3+5&9*3})~dHm}`EHU%v?_Ma^5J=19 z@>+2E;b7*fS7UvNyKW}Dg!34?F<7Fq=T>9EFdraJo6kRzoEoL_Yi46XKLi``4 zg5HwWKghKw7RvFuS>7|Un+W*GM!1Pl!=$YkGbW0Ug{f;UuA9vXP~;@{?gXQDnQh9? zyO2Cp7~tv4%b7&xOypN!eAs0OMUo%zxFxd0?MT9+gHviB9+z)}dMEHP*@Q6t?);mn zetGpg)7#MhFr+Xe;twReW-7 z8*-fi$fJ3YQzlgxi|0i+>AgYL^DH}7iVzpC;?D)6D<`%nOX#OlmVCbWmaKmgzjxf! zv{O`9i`AZ3-iFI`&l)Kwm4b_*eGE{6jc}u|iO0jsm6iO8(NkkdwW~(0lJalP4@MWE zf4(L^#2B*=?GH@r&-L_r_2Z>v@%`tQnc%GZuR#NFsl9ou{rY?FO@C5_n}R+_&3!Ny z6v)4=3%)EZhS?Hx+=}W7#^(hC9ZWcw^jPh3NqBeY`*L*RAJ}nBc6WCVyqQK!_fIt? zCM5hhDE6U&;4bdFx_erDL=cRKBKM)p1H4wctIb9C3>oXO+;nG;$TpeqMC~k z(r(O({%}O4g7Ctxcz;mFfz}7_VVVK`6bZ17o5rPTdVwDsZH^6GK2puey3Nbf+w2#||! z)sFMUKd1m)mK^eH3b)2evV^wkZHNnVV(quSjp|IJ@rvyo7r`$Lr&7^nRyB0`e&g}5 zzt~oQMSx1d@O(oH{Vo0vd%Z6`?Va@B18Dc@Q@swyx$hzz6AQv2n-D2OyGw`?ID_m1 z2V*_(*i?zi0QwS81(a}~%=7b~X@BLtzR?dvr8)SNo!BAT7xtJx+00_s;Hr-pjLU`l zJ0K3+k4{FLY@O0+jOjq%0E%K1$BwF^1pNj!Fs8;V<%8m5-syk^#SrR&L#%j9i_<7qBEyL@+*$a3G3lg^oLTGZ3-uQxoJcS#C}Muu^^I zQ2?eGQfu1{4U50`RR1bmGzU_zwm(!zu5bLy&m#-P=*C+^V@5lSUXO8 z&-0$X{@X^jsK4V*2KoV;k5Qk;9jT2=uAu>vk*Mcz4aJS0atH?sCZziq&^kJ5LDy-Y zFoJ_Tws86e28HpTt7`z-+`8B(zPJt|=c@BCDd9N+TvYPWqK%yg)jzNa7nF=xnA*Y5 zmU>5JfVsO)lgBe|fiL2aCAb{-&*;pfvDIiu^BnPCqNc{0faBVai+$#HeNrLfM-T zC<<=POwUT2FuqC5y;WT zPy_2*?Do^@Pl35u&x9H%?47^H#k9ozlj1|ejy)*ijk%+Kk_+O%dJWXL4zo0ljCO)j zMkR^Sq_}`U2r3B}o+JPP61rB|$7yFg_kN-PBh*05s2Du^jPmNvDfEp-jy4{CQ;4x9 z?Oj!lc?eOykl&1Y5bx&zlk9Vx=<`lV_T|+vw?Dtp5v!3dE>~g=pm$(w+0=6r z#U&a~vPx^n)PH#4f#qP$LQcGEN3Xj*$L|Ol8^{iZASnJMM^;{8I?rILvFeBtP|3{h zWX|qbxP^Rt?o@N|;nn0nU)xNITWwEAg_04)+1)?N3Hw#9Y z$!}w_1MLQY*gvZdlZnXY@Fm~R1U`prOy~Pu!Q!x{Q0Ru_NFV7s+4(N?4MBPC!gJvk zTWVgEJkrV4-u_o5nXJQ=hY9e}g~n9!l2X=TiOrwyQ7I%9Eu!VbxxBm?RjI;iX8r>H z>p$@ASUCiglSAwD?-{{9FkvLFc!o)bB$KN$MH-V=qqiziUTL%9^|KDopL|YAK~kKx zfYE{7SKoJ@GP)F?OnHrp9XS)u#+%WyI>a)KAH*~M#gVoOx3|e7ja?VHbM~#sQ?9G` zC+2dC``m-=3M#Yyv(gJUuATnNe#9{arhb)5dnbpVZn~mzZr@Lrbb4}H3VWwfmwtC+ zp}lY$brVbl+B^^D7qw4V-9p;#T>8*z*;;jFS=klgJ(1_f+#nz7L`<5-t;A2Jd#Y!so3S+Mh{ie?KwY$Na$lFtcbO`7$#lgIra?p8>7reMa-M7HOSYmOL0a! zFfO#w66rfN?=2N0mt&n(z?f{MC-U0I$Wg22f0SnGKK`GHu>YsR{C}V9|F@o$N*-jL zzU|13*@0Ev-&5_jg-f&htM^D3XBg>1>H=iEJ4n4dss?Hhn8ou4XMJ9+Q|FUj%HCPW z`s}ve(=f4`&eYUN6Lylm>@81$H%((VrSGY?YnHP)MWeaX#W5}@Vz+=|87I#@f#Q6KVAMM5wQ;|cb4u?(U8iu zl$EB&zfWb-3FH~S)@K^Sx#(*xfF(Kjc_yr9RnGWB(Ke}+A)&0pTPmlVHSrBm@SmAf z2~6V@8K5VN=G~C3-u-xfY?Sslxq#i<;Hk^7;)+!&u5u;Uu#XmVwMZC&mP^g~0~aF< zUi}o(cGF3Py35lE5$W>>a+OgH^FTW-uWSyzd6`C#(p^k?WpD1zMpI4yB7@`CqI#X9= z+n^5Rlk{N$#Xl9=)mYaQX8h?VU&RK?g)9a1Uy~W{7sFk)uo4d)tuE$W|QGW4F~Fxvhq;RIQ6k3T2#*)e<5HZiD+H?|F!x|8Z%Y@hTB* zeqHi3P9B*YcO#&RamwiD7K?3y3cx8!cy>D}mp;Vpoz1vjcWhqj>3+L;q*qw}q!d=~ z0*S#6R;esfqkrgW-{!|i)tCi8f)o4E#=E6k2XhlIK6EF14fALp7vSC$xEsCP^@%z& z15Jx!EdOO|U%NXo-wVmG_u+w|r<>v5_t*5M>T9kmVE^c!LTkh05AUK>zffT>MzlQ; zr_9nN6%JI#PjJiKd-tjHV(X&MkN_9krHCV(!bh~8hZkc*+=nPPifOO~$c?1rWU2D; zEA&!@by}}!y>o~EZ1xC#fns?2Sic>Lxcl-tSeQax&eYSkqZ^bvX452abhEAj%L5UG z3rv)UQ6K4XtOp)!i_;_C^7w`?j?wzBm^e9+G#J>eQ3^Cq;j%!=lmyPw<7CFmE2gV< zftkI|k3Y*g36kTY!2NYcBNgYjYJds*sNGm89=FE-O+^s5*Y%Y3FS!;}@6v$&C)^$y@C4KclP~4&+u8 zDF%wsbL7;*CEq!l3XYaKfIJLeUjkF(n}Yhy%Ot&&9nxv3!IA&J*vEq1TtipVScXVD$ew) z>+idD#m{M9DvFZ_y$pYW1*9QjzbYV+PcwhKj3k@`bZ2M|VPa0PPHR@L(I~W4pInPO zt^+%^;@NFZ>gajJ0%+1!d}ku`Yrq`NwKS3=Z%b}BHxFWq$id&F=(7|zla9OFYcU^U zgJOR{u#y?~WGU(MLT~;vq39%RfzoX+kl<$iex==jR(A8kQpO7|wXeETf`t9GFtrQc zHCjZA&5w?&EzqM0-7D~eab-OGmn#C?UZ_-Vawrl3=>dPNLbE<@Idq}*EZ%sDR+9_A z{K?jVI|%j#>ns76={w3G+$%3Ibmn(7am59HQt6b{EtNYf$mE^L~ zHbY4XJZ<*md+|uS{RZ84>#u%!kr$frMPn&vu~2qhm(eybQ6YWH>-&bp?f&bb>_J{h z^lZ^>b6X<_IkArV(X5qcJ)AO{#xd5sYe&hn*WvK@RJ1+BSdGFlUv_+uS)rX1BrHV7-{MlK(%?}EW)7_-ctl)Uwyxhm!TvEBUK^oxJot{Qw=!@RjAnG87WBM?| zX=g}Ll5!iyZJ749oI|W_CcGIQ<+OeSi*uTY%S0_WVR0~gm=#%rKokX`I$zrrLUM5? zu3;v_(GncIK*>vcX)4V_SPZuumh{-)y>DosH{})XtePyAyThr`K#k#nhK}}qYq%D+vMEaa9+MlfF5_qXq zBpC4Q*U9wYO>a6aNLbT6)N-^RrJM=z7jjh;mct4NnSm<<3{PQQ259%Lv&1sB{1liCv-93dL1UU*VX=rg8r=dris)f!WE)D7tIOO= zHAEv@Jlgt9OFszZQuiV>rFm)Sj^g`3r|t+3721MD-fCl6n|&BcQ~-sY-o7wrtHT>O zoKt3h^duG3&#usj1CCA+rdu0bEYRcdx|=n3%wgF_?N$yk?NKxK0#BqHE{q+pg=%@b3~4dRgF?4d;K!t&-X-OD&VAk59=Y{WN{bf%|ESl7Xy$*_?U?x z=ST779JWMrh{TyOu$op9zD@H4{%GK@c&?*Exr--T`>f1MUCICGU(qLsWUbNio$TeG zTZKd4D{3r+0ber`{gUI--8clf^_6H49;j#Wo!@JudypW zS^olM5Ga&I(0!j};rYnysWn#AK7=U$%96JSe%y+EaiZ#A?j#qb1IPetyY(reUDj=F z621jx#SUZ^ZCNSSDO}-_SdT+Lzfz5NJ3a+{N7-PPNOa3mt!FyA1&g55{Sc*Yw}rG` z@MCCWm#BBxsqnv;6VC^R8wy3 zXJ_s;s^6e;db*;|y6*I5$rq~!vCG}BV}%OrMNj`5X8uv5Yh-zFEx>5Mk6nuXwtuQw zX6c>?9qK-#^1*(Ta&YGTGl%ip%(DDMtp=C+MVjjK!%5&Y@eGo+pcno%dOEx#-0&|J z`qcXX0eS+7+a@x5tO~q8FwAgAfJn^S=X{2WLHk=-)qn?Xft4unl0Hvihy68mJ^MBi zlvuwY{Ba}oHM%yt^AWpwSQ%mZY|`es!%-j{^#twscM>f+1^F=liZCkOp-!QrFpeaWG(BdtqyP&!yvUbw4T&DkLr;yjPAS5J`1g z3J!QhH(*)?ay}{Tm5Gici{!|yJMEno2WMxZ0JQ$hvPz};xuZj#Saj+|7-mp5KSCux zslS@QMaM17NuQEQPBw+Ejs4CqcZ3o)Qq7e{$zr%gkmd!iNX`~-Z6&$#D{%#EB(Pfj zCFK;z2af#R2DhB;A-8Ly`Q1>MXCI5Emey8zo|e=c-Bm^@Zqct@yy4{m5FjE__M-RC z$ul|~Wwcsg&|$;li@!s%NcjY-Mvq{pyJ1b7en@_!tJ@BRyBGYiYeZ4U}@zeT5E{|C(>gx^i z=9|MZ)LvZ4dW{$F_nv2bjcae?eucUj5Jx$}RrR*+%>MS4;V0sk6qmX7s{wuA;@*ue zXYgDvEccBaUG<6l{xg)yBK&KUC`Txw^DZkDBFRV1KcB$%gKYJ&`d8QXmbRa_hCV#J zYpY|W*w1-m$7yRMz{eb;lQ1JU>23=GQ} zJ`%k4y5rSdU7OqF&~+(+m&7%Stp3}#+mxoaVDBT6I<-taM$azmFUfW|OQ(sk)z7jVnd(&QVPtiwztfie|Lz$3Bdx zTDffRY%G)1)M6%DkwRGKQn+-GCxje3E`PUTEk8Tw=wYg(vJRw=vJtcbi8z^fgh_E@ zZSEDy+q!=CT>7(O!!%XYIz8!ajbdwl9Cj+otU;(=Kfmd22V!IL7qEIHU-nGxjk*v- z(YP*8yapp>NNBh;s}Rmh?x?K(W9=M9Y-f-jy!Ju69Qi`k_FK{RS@+4Il$R(xETG7V zW-5EYW>bfg0E(#zD9xKLH(1L>{|E@@7K4CH1XU34>pgzed)xOIIheW6cXRTNw2fS~ z*e-SgCaXy&vHzn582N1JJU~4uPIt^p5o_~qGl7S|3!A$>_L|q4b1*MhKhY;RW7RI| z@8T|t-ZWWqd{!wmG;(v~rdPU#1EZBXRf)loXgkd?MPW$Q_db&_DVT(q+jq#9FTJYv?#nQ7Rh#8`As7`gL6h45X4WLr|DS*+nf(Vybwxeqx2V_LM zpdf>QjbX$==9~?&Jx7N{UG5g^9VzFVQiMR85IBj4MF$voa?=4)_=RKGgKj&$)mA6P z?9`HtMn*ivjs5zH-@M$Ty!pbHp$bog;(G2BUk))TnnpE~oAm!MdR#&BdRg8F=WROi z@2XR=bERJgRCgYgx8!rj-ST5@*&42uGE+|j`i1YOFrlw#ZfB)mZ)HV7giOqofWMpM zMv?=1nN-Oq_t)paBMzT9mJOIL4;Gw9PR<)2*`;!6b6MZ8l(5v9n#X)-+e=^*AtB3+ z*G)t&(JbB6iinT7Z`wXB&muALy}B%oqjC#JEIz(TyX(Ncp~N4YUm%bAhi=LOjR}fv zT`5bp7P@e4R*G|4m)Upz;n5?lSq@5yA2)h(5nra8ETf8sUK}5*bSJOZ^u0&^@j#y3 zdS|uoSlcTR6;8=|CwHP|cF%6~+Q9td&snD8oE0OWoQDne(CCKAQl}+GwPK-*S0sFdPOea9cv^G|Bwm$5FaaXhAOKgq0zoh?N z0s2pBlvlkdypl9{7ic>!o&ZGoG~*(e{}ILU$62Ef+pCMhP$OP=hulmLtus^o+*`sW z$0)4A4+!azNBVCjM=e|Vpz0U1L(?& zho}lw)1ci;V^s>>g>VQ6m*OmVx`gAn;slS1vhVlDsyJbbT^KA_yFevik;R1&oCKf* z&Ji|*B43O21p_3LEjZJNKa1Fa-zwBe(u*ocWBe`oa))o1%@4U2cPw6sW?^Jb)yj8?A2N-$=tyHO#S%I`3NiT8GEL|{L2G1&&XR{^5w{hXIE zOHWiqf@HGICd(IOT!sdbVRl}x&hgwg&wC<6={sZ+{-Fo}Qkdc&d)UNk&l&S8wkb@0IUL$}!gCGSnT;4I7#*PDIvIL#PbQW&qx8 zQo-&zctwiaRH0DQie>K8F2raXhlNQ#ROhS6?!sFO-JZpji`TNEc$S`=T#EnWH}=e8 zcdQxcx*_dK^PVFSz)u@#bucD^ym3;S2`jNcE91W9HyzZOtQ45S{0yMfZ%(Pd&YOT) z8&4-Zdah&?;YPIp&k-m&!COuL{!^x^q`DV`jH6%@jXWbbo7huBUxK97wGUoqPyzw8 z0K^bDyQx8^r_o#nCj#1RbmZy)@_eN2rqwb{_VUBaCK~yAMk@rIX6PR7UcXwZh8v8DY)?0n` zp==5is8(OjVT%aj%}j$BG94fJX|7s3F_t?tFAE=_h$hs5m1yk#82QzMe84FnaSLhR z{#yV6E~IgM`vwE~52RdqK!~EaR|!xqc{fQo(YbxHUxpY}9#Fd`?%EHS5${ugXtT00 znm6@_=4j8Q`Ob9Krr?Ihtlcvwr1wvS55HO|yUI+@qy~R#B)dj5L_|a}@#LLlYR?6tWMUQrO>i*A6-vYD%FGlM zD8paAY^tr>xKKZF9<|-tZZLlt`BH8>a)jgO%+T~R7<+(+Zu(lZD~jqvgAbzs9%tX> zL#Hg?V+s3(hc7~c$f+}PB_LU;y`uxNv%pM~|C?=pHi>rYO_P+l#F(9&dLT6Z%pd(- z>}qh^3U+42!2kxgLZ>iYs^^tS#RCsodm1;^!Y7ck9f^v>ZGkB34EEQQ;tYdtyT``J zQEf6P`)t1fKK(P`);&J)L&=is%wBq8gJ&DzCzpoW5lWP=7bre^;N%%1hSqMGH6!9Q zaAZWD_2R#RjN?C|rw-xDO<3Klps4l);eY$z#SVaNZkhi`ihr|~EU?nDC;G2obpD26 zk|TG0gy~+_$t7w!2lH(!IU?|}^R|W0Q}T_{&0Im+b#!D!q90*Qjnj)SL=yMVG@pu&ay2r*1dOyG)Q zM%}|)lZVBOaxFtmBpByql&Gfdv9Fv9y6rNFg9`mF<`>nDqWNOY{F-2W)*uwv0z7&k zPvsMM9?%BgD${bg{|b$XV0~|WtFcNVIFHp}f>~x_0T5QRr1658OUApOYciqxq1V9nR~NHa}SA?;|(I z15h2aus{6qI^}hvUggTa-`>~wZ=P;I&ZLapXLujLr=uIPhYH}bZ9HCic=>JHYxZ`i zhI7K|gjMmQbam76k?ZYaAD@AA1G3I^fcayOh9G!y4SeV%y%L3mvu9dOEGT%13R*|W z%iCeqprsI;sAfr9QPGe|&;638d(? zL=p{V<~k@P%Y8k@r8M*Y%;TIP6J+iViV2wJxKJtN(3qTET7oG!Ta8Cif+c{1F$Knb zP+{x{MJP7~zfw8b{vpu#7teFYV^*1wC+^m=kdndPhtW9{n>{@Il-F#-IooaB>l|U& zv2(G#v#`_^t5_E`ShV%C4%8Y8u$WuH+XYe>>M} zwYMbpXGivD#~GJy3)#P3a)e9|>6pN+b^U2&fZ4o~+!D(O5ZG&Q@ca`eMQyl9q^yE< z7li>;)h}}@UeRO~>FlkGJYmjJVce^T4cM)j$lTrrv=Lg0&H8b5($h;Wqj>c<6f<53 zO;BOpRuelQP6u}g?dgM8feMLsLB>f}bg)_wum_@o-Rd{ZxRldlSCgnrPVKv6g;TdW z%DFiUAMo2wy+uhH6fGk_FoG+VX!fg-^#47qc5LQQWbrPvdzhF8Hwtv3?g_8gUNyQ{L;*2 z2E{V0BB8K}6ONI!?+K@(&PJ71eCTy??M_5`6g5BWac7b9r|W%6+XrsTCXHi8&2LW9k9^pUFnIOfQuI5k;e(l6tpEAaZjHnD`mf2pi}JJM+J9$Sk8tP6 z82(ooP+73{%xD1@VObsbpP$x9ye-iwt1w06eP)g@?!6v*gX;A0Ya8GaL)x9Q#B@ntv^(Ij z8UEVa?Yt;7tUd3X!NxUoS*2QG)vc5=MHts~cQ{T#*rlbc>0W}C9n)#==J|PNw+X{~ z;e*}oWcemxJ^X~z<3M4-?){Onh?27#Hi^nD@nSx~mbsysYc*CiGkV=P=Y-_3wxL~| zqpn07^kJpCtu+~WqT82G`E5hm&edwXV(Xrfl4Q84cW;wS@@NVmHni$e(dX@-Jg-OF8scR4&-2H*l@y_|OCXVqN7e%R7fbUi z;kwNfCX;&~J=3{ZJWOz*3l|z~jhUoLV-5BH-1GmIQB8E(Qv6pWt6#o_VAnY$8 zkH!Da8tYwKs=>`AI*^}nfei3?eEvr8^GaFY#7uk0MXYeLPgXXZCBFDri%5R$&kE+f(MkxstVSO6eM)xEV78T2 z*De_>PBb&>iJ6YSckJbq*s9~nlIYs=T%5SS(ETEcV_e*=i7;!&?zt8&5%-t5ky(~# zjl0Mq8EB-aNB z-i`2YC|or%f1Zs~L{t;b5YeBex zk8q5n-IC|QP{Xi$G zD^j26#t#!^l|0xgbVK6Qqtm%FtaoJHza>QNPPOnlg&bznNoQC7N*ex~W1WCm)pzVB zwBc*kmtZy^NvE(yGD%^xtRvrTVAzKDF{~Cpu;ehk>Ap?3vyhR{l+j?&kD$z;)oa3R zz7J6Py3!oy)O+*G_riIw3N_iIeF`-Zzw$mE-VM~JnqGHw-;nISz)a0)cCK;!eXC`@kg1Ez^KmzSHqL9tf4LrEe%wsrt6lC zrjcSp0@kf&=Kch&?LdGWHK5c{`bc%*WdXD@q&!?vSa>~(RL_4H*H%Xe(? zKjKY+F#^;Z2ku2vUC_!Ze!i}@2u|wjfZ*Tk;PIzd*qE}ZVh@TVlDJruh(ML#xI%~< zs`C_nm%^>kHCdY9@H|vnkNeZ(fSB~-x9}goUwzxmQI=DBhw6rHI?!zjLiwZ>OF(gc zmp>a2y?LOiQHf!%H-__=cr(6noXokJfl^E-#0Uef45auo zy+}#y_~y%l1-9m@8FzM6QaDt8!%c$BvM(JV^UYPuXwNtw&zL7EcD?#JH}~chbU-RX zX2@SW4=eSu0?8>5+=*?aZ`8Z{RL>3!FCR2QkL=w5@%}v`u^#EPY3Td3t=r;9wad02 z9k~wD{gvJM_LgU46qZ0UiV{BCSG$CiO}R2Y+o%RTmQ)I17-cTjA}?@ud@fHRFRa9V zQ4YW?GcH3S>Mwv(qC)FYDsUblq2ys?(D$GxF=m0mSS6}-R2Pu0kCM&<>R`TIGVm+s zSJrKAaq$RF-Aa`11;?M>QlUO1n%%_O(Ex{v^8zJNK=H@FU)_1)<+wRUk)c-BuE!b# zt)XGz;l_}N|IU8VNttH7&PlS>{g*5m2#RFh&ag_2CNrO@Q&v{Dyd`Z zs!2tfp=j2aGza#fAJy~TeK6b_N`g>KvMQC4q!&FALf ziC*KKRHv2B4sh?^0~bWh&Is@D^rIAhW7uACTKCV38Iz&x@n?zvCK|2x(L59V8{qMg zWzqA8$!Gd+9V;ERP+Efb3@(i(}AochY~9;EOiZWB~tb{X`X;Vw?qxPL#Pc0LuO6uoGiDp8SS zYx)#1OfE8(d9mxW@}SuBOyocoM|~_o!Js215kIOg&TLuW3+CrOrEw8Fj^&!3Y0c{< zn{)4M*s1inVs04SE|Fv#Wn8so<)%BEEksHUtY`P?>n39#j1>wb*gXCqovr-1?ARc` zB=RHf*a+4EjjbVe_T&X;qUiHt>FgaY^en>}%rU;Q=%a$P9qhgMZ_EMPx?3d#%LN6K zn(J9%G4v%pw8^T6X^HC6=b2lF_4{JUH{LBr8~oRBrr70{`TsYavC^FUclz}MmGyzd zxc__=7@yct*!#6s4Ih_BRUIylZA&zKaIU5ACFp_p?v-z|E;sxvtLq+-4|#mb;A!aS zd_xwur>J>%d}pt-yM%80!T4%1Q?IgSQ~3eU^@Xu?_g-@X-KMF$cUzs)igMk*s3j|( zCJ9_TP9N8|lMB*VANeBrp^>mHm#@}6$;KpKDnhxl34WCpCT3$uN_; zWllBTUgc1?jnSEVSIUGj_BZrs)6J2;b4@VDZ2m3?UZRz?5p^8?c%`+iG#(oylBQZT zZ89B{DV8?jBptdh@&408tqN5&Q`+`p9TrEH>8-nHP|fW&p&cZ%`OUxUA>SlO@J>4~(Rr5}j> z@VcMr<@8OTPLm^C@ivG=Uqr+8)N{Xj*)u*|8EEp7<{o zF-6J^wYSmur|j(yC!e)79Fa|V>;^S=Z5rMqWRpD5O^Jy-e^Ec=L4fqsWJ~iO6;9J! z{b(O&k#^4#(>mo1O}HprH$ZR+uShNYkdID#aF21a?>o23HkG3ttt>ys`%kpysg`8% z;pdS&>%BoD^i+4Kd$FW^VV%z+vHK!8NExhWcZ92lc|JbB8_EE2iP33(nC@PQjO6t5 z&5@(*zfaRuNew0~_~6r01cKqXLX5f&3OF-9_4Z2Ej?roj@mX0qZeeIPajB1p6K1 z`O~kzbrmxb*%FL^c|;vDU737z-)|vuR~$KpSF zyDzxqz00h`Dta^*pqMWB$4D&IWw%_|y_Yb6Hd>-Btw*T;f$wv#lNxG}yymW!k5Hn# zdYA;FzCdJ1vLfclt_qWe5@J9V``9-tGSskjFudJdO9!0Bt5|hxP$*D#{Uq93b!Xlsq=pOcoS5-aHmIx1Yc?s}^GX766K_uCApW>Fi(V zpKCM*Iu%*}0)2D~#c9D18}mh#I7g(o8cA-Fr2>NqnfE*yOk)|2jB&F{3G6-pQlz>v z&J=gGS>xmESP#-VU>?3z0}}HebM6Kg!Xq#M&OyLVvq_}b$dES2GiI`%WaWl&1$R(( z(66g+s5=B-&!Ktm3HaQn@GYl#gJmD5qM|aF2(HAxz?Tt7ZnzGp5`&6VOY-eJ%`S9& z7TS5;po93OKf_PdAodX^4ry!;LbomAlEXz1Bfeb})E1YSOmxZ6xUO4e+g5zmT|5W5 zMM7bvJ^bWCv=4NwP$^}Q87=}t+%5A)mdMaM;Bfc2RJ3H_vh@|#Zb$Lihg$7#SxT=A*!jnfSv?NI|SN>dt9Q&Z!&C2K`R zT&S6UG@L6Q1PR#EN+MMJug0lj8(aTE#1t81F*OC}<>mR^$8cN;=OL$}Y6Vp*(K*`t z10POxy(eVc+ZIo(!l4M*^NUhWmb4jpJ6Z}U~H=xX$pVkof6{v*6pPY{bs(* z{?DfZtAW(4d`bK7Hy27-KLG08{8>FH(gGJdaJ6?8ek?#w&&;O@Y+GNa`|;yPnd{M# z@krZawoKAa7ik>-AA9Y4tgv`I*mb#`9dg`-uL!Pcnb%Ytax+nDGeht|Rs9e)X6RmH zyBr1V67&z74(BNYT9vZ{j~44?`#n%HV8RDAZSU8IUq_QLj?c zdW}8X^SUTPTDGR>l`mPr{B*g5^I89%Tjriq1%mxXEe^S+O`r^B>byH^2q*RoSMpHV z$K;+oazO#Siq{U>URvtxrpc$ougr+sPe=A1Ha= zqvBS^HJM4Ty?yhxb*EycTvmGgSE-WUOtI~G*JtUzj<#{X`*(TJWHZz9nWbD%$O{}J z{&EroOjJLYqLVVpXb5Fmxw{pzCuaN1Z2%oy{A;<5geyx)#d{H zgA>b}(EVh_-k43VZ@IevH&3!m`QIdom=IY%ivjI>=EZvVY?kLMS}5Gx zF{fOihAlSn3s>hLj{!)QBn^qIeEJmnq-x`piXp9Z!H^_Kx zw^364(_e$gb!BL&s$L2Gcba(?|Np%PE<6MyE68~p6XJg9X#jyD{Dk(oq4E>T&}LJO z9(zZmAiJotwbw1Ty{sg}zmQdVOXyq*XJH712J*jsvzvoobMn<4vGPQa!d4{IbfK%s zf_BW2U741EMdl+C6;3$R?~7mA=)->psAp0C_nJ14GoHNR)`*w89Lt1P#LP(0WEK}CZKRq238eXV4^`fn0Ag~xn2a#sAg#eJZ-*6oAnsMd)b%RL>}k8bO9 zw+ami~s44(a#FM+kswLK$e4q!C`9AMgH6`WO6nue`v8v7{^Eo3a=xwlae# zyjchm&NoP&PQjYPWu=y9*yi1Sk}%{C1oNMfVs#XAllNC$V9f=syWUs2i7w_ZLDv?n_ikQnW^a{|fwCM{&X1UxGSmNmxK@ibB{ z+SHoWVp2G$O}LncBrCo-$Pr{RaplV<$D;Yk0zCNMP+PPh~pZX}2#Zx}GZr72-9l{OXX<#eQ!6o1no(*LR z-kcuEVjxVY_wh?+TRa`-gID1FyHgFySx_ z5T(9nbHiWwS!0$382KbkW5rjXT-I3+z&OR}+wLOq%AvyWodSVX&ViS?KNq3n%S&us zCEDh|i2xC;)_iXa&afV7cRqHR&cz2l+rM$=AB%-Qu$?*il?f^lyucDX(s)1OQhAh3 zK5UuUwj!p9yPqUD91ve&$M%%)qcxu|dW3zHLDoVs)i~hqZ&Zr%eSWqUV0Fg%!ZF2L z8CURSJ-=H0S`a9<($c7nZ@kC~Vm?g&9KSyEU5ewLx=+VUXstXs5#X0mabX-6@?Shs zkj`z#QvyQmxnzMwe% zZi($vV9f$2Vc;|$(WFKF(q+Lw6SfcMGhqply#vn8!+bQWyDAYfnaXAFmo)j9@gE)o z{WE=zJ@P%&;0b1@68tWcy-6>AGi2J7F`<6R6VZOpZx|s44L%n1d@Xd>VemyUygS)R zYWYGf+_+x3s7^xBBpV)nYP$|gQ$%oBA+A1n(0TtffHA2{^T%CzJU*x)ZMO{?6OTwoneV30ma|hf>;CV2P9~ef3cFqHkiDi;5AQpUQ ze-w%B2X)bFexU62SvrkzqU7B zz;Z9&>3$uYh$qghvc|;PLm+&-u-ryri_IfVnw{s5f*phRf#kR<7}pFX?{zDdv_JbN zREX4!eErq6F%^WdF5Z#n&oX&)%u4u)0Vf+I4h`zPmwaRyambn z#RCp2wHAQy3~{ly?mM2I^8FM(TXD><@;9aS2*~{%N$9%GNI)V?@*G%w3RUpvMZmce ztfw4phvrqNs$Zv?hh9&kN0abSxgyHuhtmjDOB;1a^=cq59g!^f1d#cdPWTP4xkgag zoBEj)>`%dSN!^pnn1~^~y(y2`nylWM-Jk=fvyS>-g|l;M#vpKr z1_q67k|QJUD~Ua)`se!dZ*@sDpw0UAH+*a?yMP?BV=u@1=da^{ztgYhGG+rEBMP$> z0RtUdj-tSqgxkAw+f{U*6vk0g`D5q<>qMx*Se%rE1WhbQ{OHIJe@(I+63>}mwQE-; zkG|ysb$D?O9l~s72SPDvh>!&24HWu%^97f55_dQTBnJK5rHH?`FTMUXi1cEg=v_ZW zJ>d&Gp0ka7a>V&+5ctLa-R02HzkTXYL?q&QoJm!we$I7^=K3OD%dGj~YrHAmcsbXI zYWXU!%TUI|Y``j^Ju6?VD!=~?2VM;4{O#hMSb9N5rFBKC+m8-m4sc5jjqU25~=AHWdAYujp$$Z6TCCb-mPo4c{Gk zShh)F{Re&mR$O4YeT@yye^Wlgn#?em+M8uBPJmj8*wG;^j*m1{3NEr-zOujBNTNT@ z8t|JC8}0)_gpd!Ixdy=m6U_oPA8_X7@jHwURe(v;{Y>key1-4&nS@MB=;FCjo#eN?TX# zTXjW;%*QM_jlZw^7fc%KrF{9$R|Sk`P$<1{Ks}8p8OTd$UA28fUWU3!i9`MWSklCr zeXyP`*V=F2b8Uv3?%Vqi>5aD?lC9Ib;Bw7>+mkn2VSdpiBCwQj zfRFWIj&WH$M%fU!kYU3w!C}^fb>;7Z-aI|Xge{;BdJSeyJ!cBDYI~`eG|Tp1KP;H1 z>AxeX`}@ooj;9$6zE?4A-4LQEMKZjkn-5Xat3hkonm-DK%-q~(r@0}b_;wifItdW0 zAY;N+sQgi&die^t9NQ@bQr~20qD64Ht%lMc!{XUsW(hSs!uS|h;uysPx@_(uME`oS)&LKl|cMO6|UFONO9ePH(E;PLo_JCY&fc??=< z={+^X$>x=u8yAD)rwllHRzQH6ox)=~d*RPlE#iA}h)vUp)B-3$O8K3HoX*AsE>bZZ z#Q)w6OymIVXmUBC${Ba7xp$s8hyaQq+c&8ww$lY)XaFOC1L9H;IGxj_W6)-Ksp^JQ zYU*pu`l*`%CL3&;`(JO=T2G`0FTT`1)=5|=fc#t%FGAYWH)|WXfMN>OZt@%mk?YbW(3ahIls0br~k0f)5jT| z#Q@B7`(!Fa6{3+Hf~(I#H+y{?UBc|an00r3Y%7hcjn^A@O98o)_{o^2)Ho7mjiJ=W z)v5q>@gM8>vbGh3lYl!UsgRKG9DJq|g&(gYm#;Cst{Ru$@1xCY#!$d?lq4M&V&FhU zH7b(GG?V@skEaI6Wgx&1Gs80dWBva(as$=E<2GH8eme!s*I_{S!@9Mot}6y~FUTc@ zT4K7wR+^6~Hz*tkz!v@rn9|H>9xnXpj<>uW_nsLcJ3AI#<(LtpszpCeiH%@)@cq)! z0|m%JRFM7nS)&%ujW-6`-!FL|y0#n{ zIXJuyb*Y2KQO>3S6ajERWO$warAT*n&Y`4N%y@@PZ)298q?QDxxUd;>y~5tohJXgZ zPlK00VDwC4hU>mHh-e4N6M*qXXDmJ&uBdkyqRH<9YHzvw+2&gc@wB^)E{5dH%-#m) zJ#df14SKehqbfdgn}aAD=J18q+B6^y|2_!*`s*t^+6zqMr_~ZoF9;q77i7cJO`(cZ zmlMt^4%-BMPUmW;E`vIOHYW(8>0lN1A^JOR zvP+xJ!g%ogx@j*o-bEv7ewuKWvhA^X*6L*?{676ce!wu7c`8!^IuNq(+@AxnV}Evb z*7z@5YkwuMIv#j|4iJ!Q=zHsH1a(X2=)a5lCvKn%B6(m@S{fh5(5eXn@c_)%Z{DEf zhtLK2~q&r7l0pD2HWkB^>l+#YhKB;s^iswIWt z1k9&|bD@`GP)7!`<1sz|hFVTL=dWh#&EjKvM>-;knSIpW);11Dg;*A00_Db|&bx%m z9Z@2mSmn2A+U^|{C)M-0XTJ7-qRPUgqKoJGn%^EomOZSTM`=uL{rcG*5|uZWb0wv_ z#k%)V?4)n4h{sEblw&iTL+8VbfZL2S*;cPtT)xkmAH7D|6dzhhk!F1i)yXv&RfGO> z30KUGybgSghYTMRMx9+|;q&ZqKUk!za#iPN3R52HH>;6)mwUH@kEd|_-rf)}5)$rQ7nf5LrcZN_~2=X1WV z9Qc#56ORj1l*|Ml5-I+ap%;4xis46=M2j@^L76kKD*SB$O zE>IQX8&B6Bj;tsZWQYQ1vVYd!-+ysQ*?hYas~K1H)sQYwvM>=a zImaYlA^VA8P$eRlmw{B4uUx0=jzX^cs`%3!hz$(zo2_*+Kpj zm;ODd(8oR6*0YzOrZ>U;zVuJv}XbtE(YU9FUndwoLcRz7{q>5*n;qpjm5=f5kP6h?%;@H;fKBXZ>8 z@r%&``u?sXKPR=9SGPW>)Ui!67PUe9PW-d|QpodBzxOiCu$BA9@e|{mJMTXMgJK0^ zek_l9gzV+vCdH9EII#oA;Tp`@_ywZ;qj!dg{1?JZu|~=?c>Yd1V+tRh}yW7+b?PVYEOo6$heuPk9A*JSgTx?|d z{5-&)%jH)TS$lEVg}3mSHY z|65%pB5Cp)%!MC;uOqFWlUFK~QyyEe38GjupZOvO!C_gudIBK$KW93s*K|Z*$ifCJo5e?o12XDO2++3V7>$L zL+iRE&Qo_k`M_3KRfEM(ZbH3}d*Xgq>Y0(WFA3Ta!QLBtUygML+xV$aVP<&nv)+bf{{#uO;-C-_cPrhQKU63r~;kjIP8DUwhPC_ zQGw#c;J@|h>R*C6%I5I@c>(5aI$ATYmvK&uxFQfS^rz;K@A*csfagwz5jNIqEnhS> zn5XGU?mFD6PEGK0iMcU)U{zTT_E(6-xeTE#- zImUMi3Lu_J$5V?6td@l;|Me`9F(t^Y5)tIrszcuzuf$rgio_xr-ce_K;j`yk-!?p?j@=9_r8+7cxZx08?@xT_q&>2_z9=u|rt!_CJ~E0PZdL z&Wo7Hmb$taGS@a>o*1^EXBFJSjY!$iisSJ#+XGq8 zDsudE>ssESguFTRNaEQHo^6|!>m$bF_O@?t6~DiXQx=lG!*j}F?wOWCwF$*t`=#ul z2}%A~<+)i|EQOGAi+;?re{=HGZyk8Y9A;>W570*9v8^q11ro+6l1(BaN5+5j*rzdj zQjz}zt0h*=w3Sf2XhVPDd3$aFqI2k)mVoDwCqm4vSx`Ar6ut55EJ44U+=KDpPZatQ zlbGs`&ML1|v#ufyoP8Q=Is40Hj`a(__l=7-SI`rs9OnjtP8MuZtPxTZdMg4O;+cAa z7`4rfw|!1ssVpe1{e6iyc~;sB{H~b?;u`SH0clpZR%PoR34i`t6;7w(%MF2kv|bqf*=+m~$@4*W;d5E5+KORk7QxDob> zXMsjv367%=e0#VZ@5%~V@CiB4Rq?D$(}p{o`+> z-IytoMVmLF6OQZ|AyYj1otBM@tT}&JDgP!MxCc59_zS0VN!3bYUi4i(yrqytaHg`p zlFOIp60$7|$Lr-OgP#$Fqiw31b-(x#ue0>KI-NW(ow;vKIZM!-&EGL8wFEgi3B==E z8W)X*?_#RYoRU#ypYI0XxMcNm@d9&;@|-`N^Dp3Se)#uuTvHagHqqo|l=ZqFxge$) zc$N;#kOtxlSV<>8k7&Zk$#R8VqemeeE-CM!KP=}9>j3m@wm%6GGjeN|dz_0*iQwYX zwNKcKx4SswJND$zrSYSsjV>r@A@Z1o3iaF9gR;G>r5yOWon~OQgBqa-9iHvH;?$AK z08WU!swiKP`d7%c!q<(KPN0h&ZxPPQ8*B~QIzo<{?+o)IG?umn^=YTT>9OUg6YAL{ zi20+Dt1W1>5Nrj&NGvATNKvg@N*`0?0|L~bvH(PBy3`vk;-mqX2}B%}hqVp2+;tBt zsM@e7fQLVGo0L`>jCwS}D&4psn6%>Wg4gO?K2zS;A!id9nxLn<(@;?biOIX1{MqSD zzM2~nr+^a`?MLl{=qz?!MT__qunG95n;PnC5x+$uyl3|zTNXO;e(Q`BT8Xe&IsZN>uoo0i9v(vL{vInRPn;Ym!n*x-tI_s_u`3<$s3 z)#+%eavO65)QG?V5jR^1Q&S&u{%qa^9_TS9yaJCs^X%<8LBL%P#x$_q5S)R!E(!A` zJxL{Tf$e2X`m{yRQ(SB0zy+3jrU+R&(7U4!l-cDwy2e2E#`k3@Xe_^S(4D-2nWfQ)7AqF;aRo4bxZp-_MTOi6AlaQBPL59GkKURet%Q=mw1<*nJP0hB42tsYj~6>6090%JVsaC;v( zm%-0(0yWrwwVS!NjmJ(<;qOkDfOY>rzjAj}foCfY{KtC~aK zN9@KkgFGQq*qa0fbpvlSJ;LX1W6-)vj?rqdf$+$!R{+m!kld~w7y6?gZUrb!8BpWe zAr#_MG2^q})#MT0r*WBGYtbTDRNM|3X43cW{H~h=#AL!=yf*_;8OYWX+MWm1FhK>8 ziaZU`-&=!?t(iCKB$x65mGX8Z1Qd<^bKhwIZsH~YdjLJqFexL>|Mk2>s|P*UhV<@N ziR?kbUM6K|tQ=w32zhS3OV}Bl6Rky_Et>+n!-74@^2HKV&ar zOl?h?KtF#`9OAUs)(gI;ts|GI$F$fk#r2S^kxwkwG0`&JZrcO7ZVP0c3feK=3nQrN ze0Sv?M*rg6#Dy`7k*W|8F`8x$oAAvMLZJu0+OZXd{P#$wMJ?{&srG)OQq#rbT-OiU zwuROkU7z8*u0^;aN^MS`X?8&G4yQo4Jsi0B>G_Ezm4;uByy}^OOaP%|=4|n^BLO&R z>jJKV(R7IpD1{f#>lZnlyE4pv2Wtj{k%b4 zFmV%BuvkAl++n5*R3^ZBWB+j_RHKv|4|=@X*dE5%3_gEG7sDxH3W>dJ7~fd|LGE^# z!RO}Y#{VXFF$2gCTOv>Hu(rUFIo9@=*S?qW!eCI>4RY8auxNkF5ddyPXj9I*R8PTz z*}`Wj!*pU(&qDJrzRWP3e%2NF9IX0eAj6y z+X2tuJMV$U>WoxWLPZQTe?NYj+;zcU0U zq~nC^b3)`>ZbsMd8IG~!0D>b$LiVeOkJr&pP#DY71I3E9#40a7IW4UV)}d!L zSH&2rzr`0Mo)@Fxg4Yy`WuO}Tj5_t@o}y)>?{$bTj8)%kJU5Z-R4B`n*;Pz?<=SU8 z0W(|y5Wkk<;s;ZA+*^q-f_8<&%)pzxNM(VcQdY;GYevPu%QumAm1S@Nj zO?8D}0QCQQfp@HJA-o#D+qp_tm zM3S+fiY$M;hHzo17_U4Fl5!?XNDMr5pH=OEpyq#>Lf>mfi;(8lFHE&Uql)F&HN?26 zgB$MpI&>(;hCzjh^9$NCb!-%Rk#OOMMYVp6pyznGTu0G~`Eh!UQt^>_bIoX52Fc!q zN52?f5*KzM0hJiYp;q<;ghyZg?G|qlwoWuFmstzL-YEE>QHrf0bYMej{OJ|m4h;ZR z8tDJkI|2>^VT-M6BXKYQ$NvKrbX_1GpMXe>T%3*K2RuhBz=&q4*p_FWb#(c3=At$%%j{i2KJzAaR0(0ZI9rFz;Y(B{pq6G}X*~;Zw{%{s%)1~cY7_dxd`FvD^rK-jLHAYesoL0;~J=Aw` z?&sbj8a$op+B3u>aEEF=uf%7>nDzU0KvooCKw4D|gkQX8S>!VY{LX_GLE>?(w+1Qg zcOxhbX}cP~_*N3|t@uqx4XEi!_g1Ym!;BrT5WF=}dVNp!?TOtl7 zOR16&i;EcrP;~NhAXk4S5(-jfSMGE}-V2DFQJY24Gp}Oe+*aAt4{Y~(fWFH*nYwuM zuN#bEn$XnE+$_k$A?z=E?K?|I?KaL8oB}igbxAKSkx_F;imKR6ncOVA*=n3?#J-pN zr_(FePIicXg^G85V3LwhvD<0T8Sx1;ZF7wtn9aQ3N`NIrUSU5wDu=x(R?(_$(QXdb zj+YZTOzSyh9%unLbK$tj{602YTK17%SS01qRL_3~Q}lE}S@|k4Yqd{(R}GKw7>tI| zvW%L|UDY9k<8Aqm`PU*}GP_i&&`1Y(Kid;t)CH3tgxfWHVfh@MzM&Z*g~Uirg{66* ziHeI7BjpnYavU2`3ar04t`c7lf?({2mfPgPbillIuTkHjLfBu35tF3dbVB#o8YskN zpcYimSJKd_AxJ7&xM*m_1U4F1AKebPOFOO_@9bX-2bExzGuM#`JQV+Q$NwNM@f}rD z{bSR&bJTQu7DFgQL^uAm?er6mkC4xssJDu1|E`rHde`cHoC?1C#es;*e$@L@0!&`r z;Y`{J&4oGfa1G6?aA|^rUz2E}U0yh5L9uM>|^mGk39wniCw6U9yKbQD7@~;Azvqr zepbFe2Rz}&ZdF|U-y%Vl&6Wm;Bj*r3gl(x~Z!~;nQM=|w|6r*iZcT${bLQse1BS>2 ztN6U*HmmAqbl;Uoe-LKxIdd>?jZD3Vc0mM1q540a*P2WT@>yZP2ROM9*zXf@grvhw zoxW!E`-+4423sF5Is^v}5C8{fldAF~Tb?n9G9p4&nrdrRrd3hly2+kF#Nmg+t>Hx_ zLi}(>K4F(5`#}rV#(4?TJ7T6j)*T(Uu8v+}pDbSbq^UZZ|H9gQH!ZacHzVW-8AdgS zGl%Q)_xnof7xPsRjzwH%7Cu58XBN*A&YV~rx*3SEcK=^Y38T~Sw&;_;fKZxud4Kxr zp|K;|hZe`3tJ)myg1{>@j)lwEhcV(rAB&5-wBE957W$$PE8$!3t=K_N)g{TR&6xL` zcYH^UO0fyjmsd184)&!i4fM>MZ;ELayc!y12!UIs!X3}>n3~S!@wCqna@`{#!Oi~i zM!aa}LS&k3b3a;AUNm!&rxJfqVvqB>px_DRack6e?Jhm!xa^*qW;{@dMEv#xjVLA@ zB1XLGPbcr|vb}9?2(2F~G6{!f!t(|Qzg%tr>-~pzV56Kmc~jPCC~KYW1%+b?-?OGR z-mCsu0>BMsq;^k~+#2)oS9er1$YCz>e}#vwMI<*IO(5qrJ58QLZ)Ph_8aMvvwO0Av zA4$Wx#&iB~-KrL=yV#sEipeNK3TE*Y0o)2Z)^p;+i~fAAT>U}*^9A^@yFrKFf=t%B zK_{rY>{THfWroOnNLGmNT-Cc*F1;2KqjxYHY&o177uT!AYvB-@d!`exN$YT2p7rt8 zp!gko3QMETTLfkcC0mxG4{p`n^lx%U9f&C}2uD!4sSFtAQ^b(oWAp%*fdeG&&hWmP@^YmGMxIVYvv`M zA9N1xMR0%^%3q7(CRe_1V-&_69(ETkl=1$|@>99LQPA-)OZ~%8A;rTs#3QW>zljr- zP!U$FQi4Q@gaeUP7J8n(-;g|Roje7#3SOEFOr>rY+2-KYj66rjY(^s;^svGsEi0%Y z)d~P)BOBV9H#NCGewib3HxB;bNKVh})aDHjF@1VQ|DFCM_YzHT%nPxXiGF0tar+mv z9OGZ=uY^3rh*5U4`Nf}qrT~rY{dtB<#sU5C6sL%?95C&JV<4i~w=~Dt_eP-6A|d18 z0c5qX**?!t%=6ZG{*nJL8+meaqMcF^seI&~6(8@S^|$GO+Ttj(yrAB3UcL56+k&Bz zy=u$q*iKHr?tqyH&}tg3jD|4jJeIbHsn~mLD78zcK>>K2HDBeU{BzfSv$mQLaN-8X zHbJ9e!-&PX_zklM=@_B7Jj$vE0F|)w*VUsbwdTaEkshu@F~|Cx%iMi>Ubh7|jpN*? zV_qCLeqVt(7&JZNS59+A04Kw|kjw?YbND;80K?B&VbNRrj6Y5(D}Iq^@e>cfkyDia zL@1K7L}|6N>do5b8H~i%$x`@BVtG03Q+0;t)uHPfE-qWdcE1%ZQMjPwpB$UIaSO>^ zapw22Y1^NU{&Mq?;UAx6ke+oXuV3>>IpCuG>oTXyK>dsnCMr*7jxgA0@!jTjvH8kl z(rDVDHQ&u(7wr#WPic3HM! zi_n?kZzGiF=G9F?Q@@_ru0&tvr>NNI{Tqj7-r!hDqXjB6b$6_!eLpG7H*GQP3QFF7 z{c#hOP;V&98vDV72L)*8wevQ4NsoHl2e>~**1oBiUg^U`v#&!rvAvPfdo^p9IC=TT zJnZNV8B<4b{f}_nD0;$gKdMJ5MMT2MTj6=wM+>+tbx&v96Y(Tdo~W#$eJ&3vd84tI zvLb$g=d)4t)OC9++mz+Q>O4+I1$niN7~iA77G|mvi{+?-R8*17jgCRb^ioB~X}_G& zCv9+(kB8hXY*^@mk6$)K^#BqRCZqC>+bN*+hHCk;qExbRQGwhu+5Nq>eIIZ{&H3sZ zoV(P{o6J_2>@;^Pas6iqbSF&Sm|ylH=3LkFPXQ zrj$geHA1qy8)`ZyEm!QpxMI#)7Vd$9SvLQNB$rp81&9aa$mJ-R`F+cYm+qqB1cwh~ z7ztCI^`$=5DBIAn^?g8Wk-^D2S_ySf#M@Gl4T(KEW0-V(UPa-hq8i`Zse}VECRd)+e6r7)**n&P~FMkgDK)sUB7b%?EjIK%bUiZn(Ci>-S@^^?JjOgSMP6U z-));*oB!&OW{mvwJm1d=iK4eHyra*%)IO@YLO8<$FE#n>;f!}WZSYe++gi6gn`vj| z)miPZPmK3udeww5UOEm_^yk(qURj=htWIoXxzB?q82&cq zcze<(55c$-;CJ)wh}NEdFG&Zqky3aI0aXWT=B2YW)sC@=?Vw_Je(bHV=TLlTk4O@ z5PxjSEt|60{ZK;*T!7Ujwgd@^X}HBY6Iuj|R;PSKa|f4xuM;krnTYDl4*(o*B}1Kf zeEGX}8kx~69@*{hSlPSTuLi`Lh!RRJe`*BrP{(;--!&#u9@b@I3*X;al^zAYD9dR~ z%ltHboc-*HbZ>W0JrOa>%P{}M3H6#zif>EDUM3+cUc9l^cl5JIL&g!Z)U;IT%6CrP zzN55<@O_&j)3cJndp$*;uVxQh7JGAbau7QS304?vU|IwM|sH6?gi3 z#i2nO^sX~x+LWnF@^vNTl@Bp@UpbTC>-i*kneBauuYF6i{-lJ!&ls>EvezV+Dnp{I zI9tJ#4+fGu+_O$$>j!o?C|ZnHZbI`lopTB}oy-^1VbV0#o$Nh%t>K)s$fEIc>|OOA zeoR7kM=dZ6#7rXaf$)Oub+Jyy0z~G~9kkEJfKsW0Pfs!RNy@fl>lBwl;X}~ z@63}E`&C{AXO_CV7qTZR7Rc>HN!1{Zv z{51TT1D6|sx@ZH6SPXx^;m=d?qIkzB2pDA7UCvq7pO49p$CR!+#-DNF%VCmu*~8ab z&-Y-ySr7$^d-7v{@@!Rw$(i6AXyb9mGxtu?rM3!_eq@Z&H2Oc)%FD2nA1RNO45eN; zr=_(o0V}8rC&JB0OIx2c%Y08hW!1Pbo{9}qm>*&A67GpuN+m-{SiK2o!Z?!IP+{C+ zh)@<6!?C-VR4a&iNsMYJsP`fm|MOhy+kL{JPXw;~V z$F{Y);oXL(kVHywJcqK5bl*845$iQiAd?Rd>)o0R+N#t@zDqfy!Z~m4AVD zJ!F!klPJYod>|r}rWi|?ty%2QOYV9+{B%ET@o3staC8UjSZ%r}wtb%-uCyiL+vWor zCQnNNX$OovxUyoLk3+KKSHD}9{Bth#)cIbU@&#R*q?lV#@B|U2R9n=}7d|FF3N3@t zAdl6IC|P46X^!O<>9VV$mOwfdtX3v8hvB`W$^-L;Ro3^nOpe0k-F}I?u>h?0U0UI&H6$?wyZ#>d;i*I)bD}2I<0f zB7%)GKyLjDzBJTFS4G2ekilRH5OzB(^V%!10+hohf2*AVGi5^NO-iP0>o5&g9&ea~ z;O%xU%o%6`C^2nz2yQ=(1!}7w3g3dw5rx9dPvq%LL@|BVz~b*kPFZhnuSTN_3y^1( z9w$0!^Z+FUa9K_Z6}_1boHV0-a6ejJ$(+DiP1UsRk>rzD-_y#lCr3F6-dINb1NK~G zy~ooe@XIk@%sk~B_!-vmyfdlzw}CUC9?Whjc(-2(rcvht`Dy+npWeXyiLKY+t$)Vy zw$~E?gPrW?tSutK&$U4xZ0;=gzJkl~hpGhTuN-{>>yi0UbZ8vZ z!J-y41Y#;%{U7xMK)?Kl+rMH7ra?lfgiV1ub3sS+0 z>_!NdhKhi0B22HEspjk1y^FEO*KzOUGJOFV_%H0ea*d_Z*<`rKcnuO-vVhR{f7IHm zMOVrdDI>!7|{v9zCa{G&w-^ccl$RCIP7&ho{7A0UR|V17CbQv_IsGW zbLEixW2P1cXsICGQhL_U2(Hj`_{7<1L5-PgY zN;xTOCVp!8?ukRm#RMK#L6$Z(;~pzO?gOG4<5m}i!ef>#6(UDYY>n5@CbjSTDN*Lh zOe3~{WUEx;c~Wh6WAso#gXd}Q@6YrFE9ej z_peXcH7b$ObZ@Tw<{VS~FQ?L!c09JXsPlWRHF%7DLK;1hG>L1#X%rC_7XIy%UK=X? zo0g4iv7Q-7V0_|T=!PQyGSaWI6rw)#xhiesel5cN$iO63zG$_zl#YE|fbE;sm?YG( z>k=@mdu-O!aN_X&5pmAeu&BE;Z(RKpOL1ytt2GsSy=B&u2`OU?`n&Ka`j+$1dXId| zpS6GZUXP)vb>*&{9Kvv)4B7HNhW-qxq%=+h`f8dCnaSoaAix>hk35g45uBcv3iQ{I z3LtuxsxBU9w>%MjJ>P5l@9&C5qDzupy(?o9OJiF3E~4&AK$sXYlp~>MuHDscGko-_ zf1*@*MXXb+@8;r}+Z|u)!1rT164|(nXp#U_B_4$0JqAX=jSyo~ciq)wGKJM#m8v`gN5xy-b3v8wcSf z95Wm4X9D3cbm!k?Es8oCi76z$7ah@OL~IX7ujCW6;$IY=Cq=Npv`^x^|FM%G&!GA2 zbb@7jz3*OH%LvAgGSm`%evFlDmu$v-vR_%Qw>V4MVeId7!#onadCJOGHEhz~wxYJi z#4-9XVfeEr7{MjBAg9+o>)~j>Y(8azrHn-6B+XHTzCbq{FFM1f{NusOzhhYn%uM}) zxjmm6bW5|AQY;$XB`>ssD~0yT=ecGrKVVY!+x)b6b!BCT4x?i5xE=VCYPGc1C*@<0 z;-)pTFP4erP(tnJpSfOi96bkSqfz|#{{nmmXyqw3uDbk7^dHvLg`NXhJj<8SdFe|G6!v;33_Kx_QMrhTFz{5V2? zeS7F@;7gnjbGj1uSvg;Pp^+n7xE-lXadpqbrKOdZ{%fjK@!WcpdM{DVy`pvSjp2T! zJio~vPjtL&;iE&utn}@y=X%o4cgx4(gCo*!rOecsK*p6eDAsCVl3jR-A0nZ2bLt+q zu@*Ko9GgJNI1M;Kj>c%kDZ6mD{r|*Tb%Q5w49Vr{b;wQ7YG!LrwErXu-KBdaw)Qlj zF(P;JxExc?KL+TIbdnKjj!|EX@7Bz$3Sqz8{2r&>*)y$YzV(H_0rdvs)cf&%+5=Gnz+~ZA3>6zV`hD+3YJoj%O zObSH)K6$ND-VALXy(Y$R9jJ7`ncz0%Rd%h2o;&Ox>?VpRBEY(|4LMFeDNy z;+o~&x`sCmY*EY0XbSKvYQ#JA_lLCvi|HgNN<`7wr=pwk#XAA>n-T%xT*W;{lJo3F z%a}q=|JuyKn~zR1^K_x}Y@%~^JhyL+-wsty{p}wWUt$gDUwdZ~#~**||Jb~l>eXnH z6cE20oUP)^Mr0v!<4gUm1)*dy(!O7*(_BL#Hjp7q*K>TC2TZIMjuSk$F&Sy}9xFbJh7x zaF9zhSuuF=jh3`z$UQ59-|V;d%)XgQAq<)KLZ+#QF;uAVISg|1?~N_h1t<=wJ?Pk4 zr!Mz;AcT8lPcoCJ0a(7A?##nIjoT?aK4YC2M4hza@cMYMGpBKdzFRuj_Y?-St3^xh zO=t0XCMm5LOu=ocpp2z72%bRQ&kAku$l!GI*G6WR3!f^A6R;#5o-if8Q4uAQZ*lgpc#ylm&P1hH{BS`$5sICcF z?3>MisuSv|Z|O8`SdJ6s9Zf|8-a-a$#gLD1q?cxeZGiHFkc8c%v7tv;)o0=n<7mFn|y7QOQukaZ4)(tY0+*CG`=! zppH3eqEWYc%Py(j$)09E9%IE9u@jBl-G=dz!jUlEN;+69M3?_vi^7ZIeZJYF_0oGA zYu^=TUSoln3CTn&l2~j;%DSNxk+#3zCd6u9Ild_Ms|d+sMi}-IFpU8fO_(bAk?X>_ z-x@;NF%zV+tLFtJ$YOJ2bW35@D5ylfGV!;{8>w};1^hOv^H0X_vH5Y&>!x=Tj!sUvN zBgHj>YS0th-u-&sIADV{BU_fcfuBqvaDDg?0C90~Ei0|SPe(*lBDdyFgs`2k^Be1# zgh_W6)1INTS|FJ}!(>WR)f=oZCpflSN$q%13cU`8t*x+i;Jx4~@-y0b}%?~o}2R9o)K9j>H zuCoY>ET~Fs?*GyCmQhuGf3!CZBHhy6-Q6uAA<`)&ozh54NJ%Q4A|Tz}-AI=bhwhNR z>-_%rj`6&C-r-QsIqbd9-s?Npob$s`=hh275`D`z{@t7i8CpU=%X3e*q}K_e)Fkw= zOnNR>#%ncyrSF^A=PnQxuF$9Q3=J8^2ZgLG6A=z!^fw!VV#r1rugjbwk#O;? zPN=yyWJ1_y@gi?fl_k-4f{=4{v%fG)S``14VkEPI%XQt!pdgowZNONrFS zCeHLpW>G6Xm3hE(-8zb6PPk1mD-GN{&TcUAt%moLyEEcnlrwa6rOa*iGE1*vCiCl| z+!BXZA;|^9)?f0wowQR_6<4S7JZd$09wjr1*1{d;sGvMfAgRRE&9tZyztItiSYdAM z6}rm0e#2OM?#zC5Sk?FuyYtgkrA|=h@dQEATgD@7LKW2E#GEODNmK_uT$jw3{p_7D zSs3j!`rW(*Le#yIG=Z_d#aBfHw8rz4ua1|xW+6Dl2>ny)_5&l5EibX{b4o4vBG#91 zg@aVTJZ5f1ARswugGtgWD>}<+Bw1YnV~VdojaSTNQsH;xLO&;(mao9RpR>3mNUz?P zLYkyL7Z`;mwdj|_jdx{~7%G>zBkMR{G0cx9P0*-T%)idI>CSN&NmYt1Ynxg^@2N(+vzNM#?PP1_8=i4`f#dKtP)Y^$f zl-@(A4%Y%y>s)fV6Nn|aLcI&p5@b^6sTE)CAC+!Roeiv-o(&nB)rPZ@-|a2v=?zhs zFBBa1H?nPSH&Dy=S9`=iN@T~90`5k?J_PUcsM7mCHfC4*zxOWd7+vFr<IF-FE^y^JoZaKa~IZ84JDlqiMUStE7p*{0BZDw(6G`d6S1N{AP?o>4~RxaT`x& z&LW@^{xM|(bKz0h%CJLusuSn z0ABq$H6XK2K>>bFA2dZPUxj>L6wl)LN{S;#(896KfiQP%&91msEiNtYw3xr@Sgh9i zkL6{qMa@+_8N$bw)r7ss)@WRgn|PS1ss3)!WkG}_*SNNVJXu(9<-6^qTTk2bU!=04 z_6stI-+TZ5`Sx(7>1%OzKy#ou5;h)_MY#@*5)NQM@liJNy!y77*b%n{{Z|T(WVQx-Mwms5zVLOUnh(sg$MLq;%2@4apTe}8}4(`Q4VVF0$-TbdY zol>?R-NEfLm43Ibpdk3essFmz4w*RJSewv&p)e5e}+dBACuR82KK zBq`2mA&G;s8n1`50lm5pZP3ZAZHE=)iS{By%$}j$)VYQTQFr)`F;oo zjP>cY4@!TF#INqJx~lWFQ)QU~?6Wprs;>b!l6VB9xWAt87#b5=BQpUxBbZ46raTMb(-lN7aw_?A_Cp4DHBL(k_$Rycx4 z>5sT>x7aph>$!;ywu6eTEQcHJw+?1iUP|~DYzIertuA8+f^9xX8!`SGzQ{1jfAqf8 znfmoKJ=q#AJun@|o`fyXOtD7=_P;s~@P_(Wcbhb9gJ!s-uz;%;?Bu-!jRHr-daDv9 zHs#(=w-BM*t*=5L$cTLTPQyntyzq4@&^ZZ!CX5V||7KXs2zc(xOgh9pdw>5#47s}sGt0<4@M987ZR z5cN6l^M^X+n#K3vLaKYkW7I$tbDXRIvnShrLLTCq_5H>dd?3L25h%zn>61qy1^XkM zXd22c8=bJn%?Ir5mxUbL>gw2G)MRKG)yvhEua8H2Xjlx*(R|v->-4{XD)ZpCr889{@Ub|I7-TVK_8WGL>iUZ=3W+V#qUP>%*P z(nWezm~>=CMn=}ou*oXSEVaEUPWtwgaOw!=^;RzZIv>vmpknPN!jH4d*q*twCRX z?Ks74ECn?&g=mgy1Qti=?|I3V%D(70n{Ap0H@@ht84i~=!zZE$uzk2Py!aOVZ@0%} z0q*YpR(d{kwXtr^XPplYCns zU{m1D&*#fuD0W7?w^02JkjQyKCH)>BP8(UcCVRK{~P_Yuk*dh`)g`JC8@F z!gvf?ME`AUN3tnu`T*qX+b511*2e)iJtKf!IFRd&GANnve`TG~1*MLIl=O!C+>h3% zb$5U`hwA+MI#u@jPiA+Vt2n>Xx%YU#z^c-b2^dAe?-Qs-pqq;;S~(pud>yMPDm zijPwO>=hKA1nptpQKyg$g$sY#@IZefVc0_j$Dn+FIin7V;Tb2|9bK#~Sd)7}JQLW< z3Sr^$FTBP^N? zIu(|e1?!opxbu!v72n!GP{CNUDbq-)T?xY`tvHe83#$uFd!$0Vet3f*yLZNYuTzaj zk1M}SVY9H53VreLYNwyY#(yh{LLRP(TK==FqN3RRySplKtu(BY-zEw2I3IKy?iMsQ z_JLd6^g+#?Bau?#>27`;^!%9$kJ;*_gS86uYb^nK4L0aFykF?I1cl6nL=(QRniGLb7kQ2y0+tq-1hOY8DN^mEO&K@tFD_Yc4Xg%5lN_urJ< zEbfw9pn*sN)P`O{_N~Oeo5lDH^=V7}iPpnZA^GKjtNW&+eXH`0bkyJH<3^eMC30GHu2XXdwjHdyxBSK(}i4{ywkHF^BolfhztIN_xAq z&wGxJUk|1<9s9;dG-J~H$L9SM*`0mg=gM&%8^V{^v*~!@@q~tE{PW|8dssMpuVC9mc&3oCuV7m$Xk3s1ci};2lK;*}mXMv$%uD z+Z~arAN8g!KRi+X;<=NXebbsZ9B8a^?r%=N9VqzzgvFJv`gg_GkeS~Etgy6VWrS5+ z-f8Mjr*4KGSC%m~NejdeqlT$rgDp9tBge;T&BoC_vs)R3kiP~L`RS_8Yi6SFR1oP; zxngSS#m8MKsB_ZK8dm5Hutp0Nhs}dS-|oEEDe=Hkv39)+k}r^f=r z7ykTksU7Y9a{{ZHBiulwh45}W!`@(gr@1NdH;Zx;<*3S|dzyIKml`xRiKrU7Yy~Rs z#IEq!ZI$Y*XCtN?1i@#2>_ty31t+|@=Ac+X10HaOnknyVk8Nn~YpwV#ab(%g(e96( zvC}!NKr&3!TSz?VoQ(OlHZ=Y28)a{U8KKI{tYKrpH5@OIpqAD;J(*6j$L;z@X=K5B-Pi|rA+bA@kVn+iRH%bbdSvZzMP>)*3$+A z|4!-DwxM*M@4fbpLaza--$r{Xi*YmAB(1$Hrb4KZSoX?^&;` zYI$K{E^YU@)}VOpYaJT|x3E&ahGk75{vYd$e!-?{By=wwv$Cw@<#MdBicYscysUej zCYjBqubLyA3UPW@Gj1Q>dNpoy8uhzDCWv1jb}>8Qe>kJygsR1)eE)-vMP}Ykx`a{M zpZi^Tx0gJJnKYlIHo6Qz7Ro3XRGMiQ_J03`5QdmlG(=~%9sSU)YHkj%>l(5>HB=Ru zU_e4$M<_F{MjgG3{#o;C47_X-DI|$17Akp@i@dCOV-Qk}YQb7{T=nkbEd@!3WU2or zfpTAXmJqko7dBfQ8OS&|)VM)!5sbs4-l<-csgpX9mr9bveKYAJhA)(Wa?jxYR~e9~ zhkeIoh829)g+#=$k$y)Yen0p;U`^isg5>50+25a>HQmA7s5q5Gvzk+4w+e8!T?Y(3N24czPVH9_d&M%E& z2T_{mktUFf%yGX!ZhVVcc67qcus+gu9zj_uI@o4a!?KlY?hu%aerxX#nBU;Hc78i* zoIQ45CEeZ@PDWHIuUe7qsKFJwimI+=zilw|(Z-#Gk?&c{5vKMn;{m(}^$Z;sw(eLY zL00VBU^Pnq7ho$evVZBX>YOqLre2G|W$vXLF-y6TAe9qvagX)b zFZbK>e$4y;ek=ZXPn?z%j{Bf^q&VW!il+pLePedmejk|!H)=2{o-JX(q z8*AH@Ho;F%WcPHe=&RyWZpGnwrus40Oj{H%nmCkc2j2258lv3Yau#)*^>S8wf9=W{ z3?s^>E<55#XZWrMRcq1`DQaIVuGe~w^jmI!Y{y0{P0G_R#~E;Gj#SYgr{hTMV2qj; zXSor{sxtme!K7y3Lp=O4zVH?JLg5X=OPs#Z!5#=_Bwr&R5FtPuot+J$lX2WQ}{^Aj6|3bB0q8m+qi4KhXkV14P_ zH%gRg*uFE#ss_K%)7Gxl`@~*{D^_U}TG>ps2*6hQdEri}%WSgut1%Rf&P z#^rc{uz05*+NyYpLAWQ`ep0VNAP2d3w6kZ*c5lu*XUF@?2uZ%Lyo<+RCexAM@IJqZ zKZr^97U(e>G-X@fD^#OHFT6AGx3;9d?=W?c(4=#~L6BOKm-D_9u%amSt+# z1W8%7quRk0##O#|y+L>oT_!@xVWg^^my7;7aD;gVViQMCMxiGy=y%oQIsf406pe<2 zZ%I9-oou2y>PO`d= z)3KEsZ73m`^e;JG7hmM;0Y%KaRRkLxF0BEN0K?R|4&ERqBII zs3_{;l@IV93xBxy;!e)g;a&iWpJSz-T4;jm9)Hw4aG*+&jvt=roevY~`usmHK=$?n zt&6%rfvOoNalntQZH8r+?TQtHbAy7$GLLcHdNxp0pLr|j8OInwH4mf?JUN?kTi~Hs zKH@zxdynr=6b>&k%a(*Q-Msz`O3>1tI$epTQ~DcWV@1^n@;%DpQ-}2O{ZfAGxb7@0 z60O4TbDr3ZGyYWiLf3`RPp?A%^>FuiFxy?)R3mKP{1i%VT}as980j}Mq9q)cP>cPo?7;0DiKVeb_z!h8w`ZNC!m_`*##{|6Ur>3_2Pvnm>xGmrI`q+k{ErkvjiHovINiDOR4-G3J_vcs`Fcb>_JVT;>DL7LH@OMOId zJM^45Pl>X7nv01z?K_S%pz^GPF+K(rJE=cOP zu3kKf5af&Zvo1?xZ^*p?cs?nSITv;m1l)Lj@Zma-pT86=sY04GeY>MWV1cfq*E&fv z$K{*Ywm_Rl&TDgrYqOb)2Xt1w)1r4y4ZD~81Yy=@s+BmKGV|`;58k5j%};dgr;q`1S`yEiDT2Rhx^>x)Sx^owph=gQ zGH+-6$xGOi#vX87Yey?8SiL@6{3<-8IiZ;)IxXK%1Uj35iH#RPabG7lCB2^h_A*go zC<0s^!emhCD_*UByla~+`-D~r(3VKP^E)UfcWCxa*_na=!D>(+117aiZ%4`{pzXn$ zB}hvg)q;*G$mo50bWB&5I{6NKAs%r5Sel!|IS)I5c?i&wdH;&XfR_V~6G?aF{T*F% zM;Up+pH1x@!7xXwELQ z9oB04doe?+>2tV5e`7y+6>mD^SXg!aYXA z=h&BzOvX#2+tZ0d<&@pa^ie@MCfM4O)2qdcA_;v)Uf&*fbJZ04+si$ z8H?Y!e*ntNgf{L=gsk>mxuPLiJB#)w{0-WIRA6Pg=^Pbbe{d%HMxU z$hcTzjj7ypa}jL%XD9tNZvZ$&fVu6rUOa!GQ9*b@%jR0;d*cXZ@J#VDEIl&$xj2AD z1UD{3B1cG^rMxe-!lyDV|@}~$EKQl#h#J6#0fBo?u?82$xi7mXG>(! zzL*fbK!XN6wIYl&c4*UY$v)lo6Uks9^j7)4r;oCIetHCa0Eu#z!n^U>T94~MTOfip zTmb%cD&6apf~dEoJ|zcDKtTEn^N8}Mc;?R#L$*rx&U<9gSez%Fcmh(`zdD|Lz?GT8 zjMC(!!+#FFT`P z4$8&uQoRnQ=L-ye z!6y&A%;PBp*7LBN zs`(B|4u_J~r@NXLif()LA&e5>I`TWTpn&!A!1w z-Y8EUTs7YAd~X79J4GDA-xElD;Zz}?08ybs+U^FY94$V!_K{usyvlZ_XjW=`>EM=D zX~n$|lI0rhvn+xVwPz^^x)$qoPc_5t8JP) zRKzw@za_G_(sK?18Bpa*E5f7RTMXFwyn(TB3`Et_F%YWf30D=i-1s5n?D}?UVprPi z9S^Qx2k+Q>164IvPW0X|?V`2I?tiAzGU?M;A0-?kNPYVUZnq4IGr#WpJ zx!*pF(dy#m>vPWuk9*&e=x7P98Ve??7VY|<##*iH?S#5^T9JO zF_ljesjybYKzFg9uP~W_ia@3!W&u|TD;MBrcIPhuR( zug^g%;SjV$wG;6M7&gpfa_0}A6!oIJsiiQtG)VB4j34vv{Ig$v-FMF<+7~1Oj$6N4 zj+Kv$u=Sekc!>?&r{pp`=JfV%@{!CphUqvAqt%46bloG2iFPVKS7OSv3lve5WPQ;f zpL3D@95u~sP9^g9$36K6al#OdTTrOa3Ls(^>kx_8EG(qR5YXxEPwykadPWqZ$%

>K$uv_8cLA%QUXsuM{P zQSfr0HRy=@=r-i4%g4{*Tp8s$SOg1wclGka;Jm^9ft5tveLDEB$Iovh)eBPMWF3su zjFaP{juY#xFc1HQYTvfK?q>a8Ao(3iTh13X)`icq9#eA)siiAWrDN3lcKbhbAL;~i zZ5<=Y#^R@igDEg1$ZNfXk8vfDwzZRb#foZ=SZe5O9NUzm9on5!7Ew)XiJ#otLrcEC za;HkZ&=SPBkEO#VDCcu7S>_O}l+f?Y3!hh!(#ltR}KiIq54Q?GnKVCc6HCn?+UANqupmnjUoUppercM&} zQgzV_lhh#^PLz;%7JB{E@L;`Lk(a0rk(K1nOyoPTydC63oB6^UPUVrZ{y_Ka8Az@t zJ*qEKX>jr5%3ls6r1PkmrG;;z_OGOlF)%YVy)AuP=Hb?+3j~YL z^I|eLBE%&G(JAjFgRIuDIu4_O=w?DwzsdkiImFmp!M3egF_TYes6XOKC|bUp9JXh3 z60x=DC20a1cF5(ria#Zb@AP_gwQ#ngIC#D3r}CubeDhgH$XxT6o#4)+c&2~t5*FkJ z1vQpVY#FQ~X;Km(3 z|8P1j{}*-v#gt$IzU+4w_JSxf&P`w@DU*mbnm!=?I))5d}P~;o_I=Uk%94~wW{8~H-9&Y zxG>D|4{u%1*h>?G&EgR$V3v={XK z!#j=~Ajg4=gJKoWsLaNFY5YVuok9!)vd>B@T8O1o)hX~+i4^wt{3d?KGb%dGvx%Pu z+j==^=9X%+!3;cX;pu-wE!&~g_KL^n^=%K}i5B>e>o=szU^N;|L{NE0Su}+F6wC(Z zss+-pOCGz-8Cqd4?Pu{s-2)`%F)JRA_qk3SQKTG&E63T@7B)I2vC{5u@Z@YWCkl`Y z#ziM+P~gBCR;Ls!V8BRHqkQuQ%X@6+HB<6_IW=u3HFwn;;G#aL`uzdS8~ME&Qj}Ds zslC?e4&;Soz2w0&7jpGIX;1wLdAQY5nTrM9tk9|VGYWPi24aYO9?Go|f^%A>Wpd^N zd!|%g*@m$4^@Hf`!`4h>-UcePhPx>P(VT?ib1qslSqG{ zGV$Bu$5|~*(UmSlP5m)C5{-t}cczNd@ExM^`Ed9O$ZvY28@ICObmOIheEFofcA2;| z^TXDA`T4&__R;sggFpqPbIUsp{>5sgTiWa_i03V7xaN4kZF}6D<0QKS<1?mAmhbDjBE<#*#V&Ck4MMRq&EgDDHJ&bKLd9En4; zE-hQbF#2iWh?nilSyB2sq7{IY^IYDye{}i~(vL%}Mj7zqDax%An??|j# zzj~qg{k1!J2E0*;HY&{*<*P46b^Mvsb6^x4_}ar+MDbW(&v8H2B%GSy1)nmG2Y^|nL{SF{^|>d53O$GA<(>Vn|gMh=ufj}L@- zer{5i3ZTG~`Us~f6CHd)e^f55^jc3?1iRJaxx5)`DDw7>5yw?~$x&}`+dkGQ`^vnB?^=-6mW{L)OM@2}H;_*_? z(sk@GZ5ZQXLr@*%0TaSRCV}$-)P_>H}w?1;FaW2C?AlIt%7sY!@ z>sWu3SS)XtMAxsaQ_o`^W{;uD=3o}fHtKSGaySc8?R4j+M;kLme#93ppS9TTj4~QD7`LhG7k7)$M9*&~$lFh{w1+4MmO?&` zi4tRdXYf=nY5zj(i84Kr>>2_ixDdXrF}%oIf;p9b%Ud0>C3jpt+jYV+M%aG|?>%>o zoN+6<4O&T&kgBrg1Cj08v5lBrS*`?rj#XO*1$+;wk;;#ks;K>*q=XdEgCVtKP|}r- zHt^CiGyrypdBnb$l!Rmx>=%PO7&=P91G$_AbJ@Az3sca$B?^os$S+DBIQk_+b&hKs zSB0U&c@bTv;;)+ej#XEzMnX9thymHf^5%H8#1(Iw8kKJORabJAW{ESH!iqSUUd?0& zGH+wa(Wqs&qFe#MTfqqik;QZ?xl^WNJrGo&80ky8g|Zpea62OCdcS&v{WSz-xK8P> zu_&=T76KrZgI=l=@PwSypV@N<8`qKtU8ytG_UrALb$0XTppRcP`SpYw2lKY2$Oup^ zpd%JkX#l&X;1XyvHi^GJb{7sc8|))A$+(vBHe|oLg^AnwC4Bux-psxC$&@48>$FDO z1j`xtw*PGXL#wURouGWna^+lWS}qqB-Xd~y7J1?y^hH#l zKAJeuVBqP?Cvqk_+F~jc+)mQc?FjI{n|=?hd}PPBw6PYz?}BGKNktK+>F8W#-iK-o z_RyjB91uq;9>=@VvOpWN`no-miW^P^>Pu~tE^MR@b+8Z&ox2dBAvX~26wVwUY>g^! z1R+MP7FvE=JWXq;c>zpX-9$G9U@pZkvMhJI10+9iB2Bi~Vn< z)fln((^;GwFePo?JJ#Wp-)q2fNp8qzf+!XcU}P}GdexsV)h$N5E`;PvbF&FLLGo(e z*q04jov+_QXkQo-dH(f6E;ow$U%td04G4wKUAE6%E38fmNC*EnPpS&6_5yW8vyV}k z_GHpGi{uj!ZLuty~`$;tQj9qE{$Y_Q|@d&dyigipla?cpTl>}6PW(>eZWkwAat zh{njjSpINabfDYdf}h=bsorGTCs%f=lUsEEF!gD+tuDoQWs_k_e(kF5rm}%6GRt#a ztaP$p=pvuD>-Reou~WUgDUpxIvLyjI)TMFfx^_Tve*i`r?vDGGj@MWStVYdAB_&Ki zEBNE#)_3Ed$7t^7C;B_AUl3A@QiWX+a8>Gk7Hy(ZJd-b*$qyK)?$o$Mcib%qPls$(ixUhH3+4dRtSi~9U_Whl%c zC(cpZ&d4l};TO%cGe zrC21T^e-XsTS`^ipQBv<8}5Ib1rfLlS)cqoS9v@z? z=HniDqSJ(%I`$ShH-qERQXTwF3NNBY)COKR(B!78U$~y+jr+IeCz*qLBdrp&?f*by zso;k(Jp+T#UcpxY>wJA+xKujGIXsgGaFv*4@ieX)1^>Ws0R9R%BH^4-o4`r%#(gyi z1WQ1U0`^8;vfLkrZgN|GLy2^@Yal(0yuag>qxGVsPeoxLU8^orG~w_M&CN4iM?hD_ z>70iX?Idj0zIvDlapjzO6~ga$r9cTKKKd7Svp8=Y`2rj6#y(pS*X>8tIlj`_MaB)! zO(OX;_kj7!4*6zMHz4EH2c-MB-Jb~@|F77ALM|1hC z!Kzn{kmldC^}-ccIf3lCmj~l)I}s z45Eu&J5|bb(?p$!4Y>Q|__Rx>{#X714__%xZr*Kf0#z0KTJ{F6k1ykj-{;nOl83f4Tm=(wWAoG-y zWIvJ92fO@KlEnI584!HdIp(A>UXu0e+XG(V1Dj`46Yqc5AbV^VhTLR!>OEM7t4(H{*@OAQ+@4d>!AgDc=g@i$7D zQEwc_YJKDQ{2@k6l?3KrRn!Zsdg*EF9mtQ5wsPCzs?C-IPm{|{EIZc5?uLceYL6k_ zGkQ*c5T9%v#XDSYW5GjT?3u99Zla^Ar7bljD=QqK5Kq_Gwl zz*D+b(^3qXw2`MNm_p=-<3$;gW{s$;7Wl*=tut7sXK_!kA<`>!L|U45z&f* z(iw{4>kvwSjZvXTMl_TtNDFHxIjBpVYrsP@w#f5%?fdra&QpS4&3Spr&zsEShT`?C zA$3`Wj~z~LEp>L>wzc%q#dB`FM6)cMUt`b(*6$}{~Ir8UA-QskMSz7#J0E9zg)iw0qgvAOP{iuLi7Qna`~qU5Q4CF_uKWe}KU zDG71_#vWq{-!#w;gK+i9CnFrP(VY66?e#SK5(_1WFRkk!+n4Fs=@FBB`PqGMnBTII zo9n0Fd&|gYH@*suZ8xsQJ8IcmRC>v$$Fr5+Xv-P(y^p@rrmKzm%IWBC5)h$ZkNU9z z`G@QSb?->@{D-c8S53>~Vo$n7%01~YuQJu4F(U|Y!62c#U>|=nONve6Ufohsu3@E3 zJs&|0kH!iyP-+>d!eGr_zo-f5a7rcG`e>*#&FA@vDI$C3tg#D+(`(|`DeEPgFi634 z+BopVv_6@URUZvLullIMNfW)=mS^W3U*u;v#9YICPMNk>7^~Z^sl;61e~>_vp&fdE z=sIw3Wwhdxj3@=XB&C|EqS82x&O{8SwNm9cU1_>>8 z$?S7I{1$k|Y`s35-$=wYiH7j04-B2-wc1?E{p+}SB$=JiSrXE0#A80O?x06WrB>|tW99KX~7FH=s^E1O1$E7Qhr)Ko8w9xTuVx_$zHI;yj6 zQ}b{|*^PMSU{zrFD?wb1DNH^;C@c)|K%x<0Q&400pKtlhc0|yuF-66sHK;^u(Rr?V zfB#N2r?_)U5iw}dX!?;gj+V2V1)`BXT}nXq8N| zDMy~W^!&mV=oK&*2}S}Nhm6QMt4U3F^;UudrqIRx^efjBwu&;1KTQupiEfe05@iv~ z80-(?CoRd{9{c&iuga0(?)OGby3M*&*gb?ZS zQ&p}Rk$$Gu@L|7E>2DquONO6vel5xNviIT zhZ7MKbAbOtom*(?CLqK#MsPEVvX#(A@Nwzj%BL`DmzfzcVm^=hf(VtgV#Jgo*21ne zTK@c)FIhQ6gQn_kM3}l9p*%FP0jCmx*)w^MC zyyr;k=1Gr%Sni|qJDmIYjpS_4-ci-PDj1bHE4tSX6V8 zxOYiR5gflUj1@NCOm43VtlM@kg?YD>+fbDKPnA90L z#44Jz^vdZm*-7**YCUS{*2~tpTAP%gj^1jID|h<7=)nS8=VmrYzkYwHd$aS2S4&v| zp2*wzc_Lr4WTAd?iO5Dgg+jqJu+^oJmh4F><&OfX+M3X@HQKR3Gdfd{EIlH8#MI;x zt%FU6&AT5VayAZr*l}j2wWLy5UzJ_#i(EBRA`mYn?+R*`kMcB2ax}U09OyB0Xq3_E zJ$G6DE~xY{Rex0=nYWr@Kn_xp#lK~qKe_U0qr08dFgqQ;j@kUzSfB9A@y$SN-8E51 zvOcZ*Aa7QtTCsMdtxa)J5wMb%N%MVIwK2*Vv+5kqNr&wQjr(SLp;50bhMC~xESrYM zI#yw0NVY8DZ3{=s9K8XcKKU z&Es~zH|UwPuNlA2twQVJEp@4l=O%OJ`sW^4bF?tdo95j(?~=)PQmPmLvv9+B_t>7C z>2lfAnDf;%vvv-Yj>BjoX9B#QY+`}d77^zQvm#|YY&ola_^WV8a$Tk3qsV-HV61tm@UkJ$P(tor{W%5MAMuE6f-Kd^BONrEkB-J%ZIa5u zlwgWywZauVv$K*7y8S*U^+ zSaFsqId52Y0Jm>D(b~C%Mi-j3>-q*uOvHF*F8r$b1JDrkw=)R--}uM&5HR*wk8?Ig zeWTr}B853ztU-n{Euo_r3YGn1GO?j56$zTy)vQ)il)9Y9#LNg-b6Fe%9-@c|>o8En^^f!PxU?rTsH6($@{Ab%XN(h~xJWo3W% zb|stclQQssId(jH0z` z-~!$Vbe{{Dd3t(ME^30T0kjbb8dmD9QbJQzSBLh=C#`0`PvYkIVhpyr1^r3Ehu<-w|C=_i88twJ%GF*q5yhaSx zg4=v=^7PpPY;SZG4tVvNfwgAEb%YI|jN#!2ErRedca4z8k>>R`gI}_D0@a6Gp*S?x z8$K(LK`Gd?Oe#lb_VaDF1^8HV3a1~jLA8JO-E8q`5T+kYo3T?Te;i369`HMbx{V7V15XM& z%;recAqu#!-mC{ofWDw7B=AYA)lZ`Q);>t11o2FW;sWDXH#7qRQ}vKvNkcFma*b8|Z1az#d)@G|MzTPfXp&a2tQ681tp2?Dr=u`f-&+ z1ZeTmF|Y!4%N~BP>Z_Ce++*U0-~C>3WCxyJ$sDrCvyoqQeB~3?KZcHF`@4s7H<&Gos-|9d`E5_lP{M#5k z4A0dE9K}R;OPJ2to5@@m&!2?x*K{>JawulT?#8Ugq8;`vs&LUw4aOC~$Qoo-V|%6a zxyx49TSZkBR?#xk|4mUue&y_i*lUGcOj=R|_Hv0(&T(IWcL85CENWF!{2_vP;U|!n z59pBCP#7LJK-0Ga&q$X0%a9&>mhJZCBlCa&a_O|D%Lhlk{5tv4-_>`Fq2A}>N|PLb z5!7R^i+wl)-uB2_BZeD87pPJET;d)$ia0!~-%Inz?BFxN#VbV#F5iBh zT(R-9^j9}HEj-gXpKZ#|QUh;OLA}<$=pc*q%QQT2T*X_j>nZ^6G6TJF6+oKLyhMq- z-*U!5$1zdzxB;G^f1lR=@6VfhegFS|Q0aYLs*S{WeEj~w!a~M#^Kc;}<5S0V>68RfC zfrfQ&*83V8F}I0-ruQ{Yjc6Y*^&LOh!Z=wT-yj9?(i7E3p`Ao{AWT;ekBjL1F&459p?zgY{Le;H z+qhv_4&2bsA=fVH9rH_vaOK*~8WxGPg{4#)S)o|FH}{1D&6D)ZmMLo6>kod@X`er} zgJr8l57MS);vyZJQb)F9!Wg=3xCe9mFTIJnxkx*d>i3A_V)cVqzYz3#`h>YTNB*vH zEQ_Bsvht!XUQaI(`JxIxPYBBso22X+4?KQX{>nDM6Hv?F6_ey@>PAcz^Oa3Mg$D%= zq|YyX#Fp1*yYk$0qG-87zEUa*To4m5s-Rj5=XemuTi&oTiePej)rui!~5+-F*3z?mEyA|-h;MANIN9&Hn>SpIL zsvTv!XSEBgm#~>1_{nPq3X)a)e{>p zg%?k&7q;$3h~qtc!j{|{uPA2e_7m(#N0!!;>wMZA1tcse`Iu}RxWlD51>-5`UQ|wR z?a`TW5+GQaCezYeNGLB0d{+f41Muk3lu{THqtf9?R_;3YvM>aSgcMQp!9FX08oovA;63p7c8MS5xxethp+{mXG}^l};NIT~O4=L|W0asT9J3 z(JVG{$A|}5_ElB3*s<$Hxl^CtAAWF3%NQ|&Pf{5t^x&iQl{K&mgf>oczZDSj7m6mm`yabbA2anR;B2&G+ z!i)JyIC?wTFuXj!)W(30IItPf>tg?9wh}w_UXhq6!_CA!OOswp628j^pR5C?v7bN@ zkuP@a9(L5U@`*Rg`=-;vkZN9d)r?RvMDS_cIJL`6PZAalgHyNT5F%NnaT=3tRRhfX z(SorcD~{w&`!drJ>{NAk!x4W8C$m>aoqfkd2lj11W>*nD`8V8^EDEk5mrb4;0XBkd zzkZ23%-oUZJO31MlwjC_v1?}sU4n8x5L3CLbF@0v4SM228O0?NSQr6<#-bE}y?ZL? zzuP%~qrB(_>n4gkB?qYt)Wz^fehMARVRd|-e8-^le<*wJaH{|Kf0zjAgqFRNJx<8p zGLx0;nT`?1$lhcX*~dyYsSu8xJtA9_Eh}V22_f9i^SOTC>%Q(ke%JNAudDu09PjaZ zzuwR1^RXW8H8|pVmFO0Kb+j1e$7_ZBmE3} zisnpJC~#Zc1&)vY&mW`I)7N^I)Uk_+?>!`zBW|#q4s~ZMaTY=oxWV-z`E zF#dbY8hs1AK%p254-fDE%%%JC#U;rWsJ9_(o3vehUZy%;FkrIQxYT%|uej`(=DY=$ z5LPSEUH$xZRxSHC)UNc?-NoLKA%7iCct5f6a5v1&Rh?ztlDh6LjKqfmV3T(=e+3O zi$G{5@F+O!5;je5P0cGmThQY95d=R_Abj6%M*hxaV+UAfla}uPz24`a%NtVmI#Co5 ze1RnE5xFfx6^GpdMUvesoW~`+@*n6ill=SS#L-no9qZJDHXoc@=4ua==k9yH*Jan4 zd0br%cr_4;GA6j5R_G&S_HXqTWUqejK!)tP zQChn=-xfM{mby3nxxl<^2|7z0uI>UN|D}GRp(An~38?$! z>O(p>1-d@K&q;ZKuwdSA?$~_a0ndJC%~L{1CR4Lp{K@k0)T6J3^!{$94l%eAALkbO zxOxh7nP;zc40@#wCqQ5l2oYGT+-ZIR%nTa5yu9;A8)Yh`Hu}OY3l$0o%{6ESaJ={( zx|Uyb1e5aLv}(4bmx^@X&Z7kUXmFm$9ZypQZyWYfV6PynG+u@)W=nmn}RBJ6~4)F+wsn<6j4tR78_$3)t zS6wWi6Y*Z6n9R*sfKE&V;7f#*MUK^=T)OM1j5BvVoxU9HeWPm_6> zdswQ9k#bNW1?wfup;xJXr9fz%Jl5e;`U8{&XY%`B>S5Hc9MUXu~uQKU6~;WbF91B`jB#E8HW*`rHzl}{@0S`%e^WBiPx zNa;4`#Sh*Cut9J}4R7obIjS2mRFA>iwkAsnMK7RgpUAED(EKs5Q})$H3tHvsXPp## z|157}B}TNkP(*p9`hA)M{F15In}zAU((s7FCn@LS=a|;$U+u2_;)iQHa2-c6J=5_2 z`vvv??u#_&feu$BMOn}FNAZ~M6_C6iY5#b7*zuLN3nuFfGmb{4YF0BlFP)5jlJ_*H z4~QPmetkT_=x9RK%#}qvG$cu`x{-3yvbl?0?u}^sP$%nSht@w)y;8}N;>TOoR;Yg1 z!sCEKV~t%5EUvUW^0r?m!=8LUEk|Pn>0EYp1!umpVFZg2E?+b9WX|c*oY!b^sh_N` zukToY@aHPwnzEp2^$qd^#>dsP@LoOPEmq{`?cftY46t+d;Tw1_nj?NTXqp}!7)$1lv;W{)8R1rE{!7?MJgfA2dHXoSjG|NeZl+uS$v~=A$=AmOXH;KZxprPE z6l8R`OiCNHnJ%^0JSx9))ARf=n#!QZClijXY=@p}K-2youV0z&>${d@`HsOg*Qj$U z-#eDE(zr~&*eb?MF6(bB(_CY`S9kYe*?8rK%tfmd;*6Isdl|`EKdBat%2yjJ0TGb; zC4-=3rlx&)e;ck?GWx}t;eu0)Tk-KiD=TP!|o za!u>1SKf6lv-Mv!DqQOul{<>Ja z;H+(^2cqM5Nb{JD%f!ZB$)%s34KOui%i-&14g1xAP@qZMKRy}pn{EkeG2_?Ua93Lp ztS?|HY|7WVskGH%2(#Z=H8F&ug&E_-6X1q5MH*-seD`|jJC{ec;U!@}_OS$Zm(XEM* zsglEclewnX+hi7L+o7#gpf=-o(?dAXsP6mPNFE6mkrZGJ-s)}MZb$O+5+en>9De%~ zmGmdZT$ONW#oPz@IB0x~ zUm#Oe!Vu!#idV2&PNuXYIlk?NEWxNz#9k~NXwBMB2%WO3^9&0Ta^a6QfK3@HwF2Si z+`UW4bR3Z@k!^N79EJI)!W-%_GKF}Na&b!R=%>!qW#nFoe(_k!A72}eV=L_Fx0*+tPvHNOY$kUD0LsT&;8&|7AOBylOr3D-1&6-X6 zeX0|x_@gXAGi$SU>aMC>rZTdKLdVYxk=Q2#nOhq#B<@XCYGg5n$$v?8AKwn_)x zVd1)@fMo2;ggjv?#-w-k-^&O?p2m)IKMhn=PrA7}Cy)I5{V}~BH@mp{Y=M78vr_q~ zaYoTva+HsPq9i5~!`?ROREz$%((9sge4o-j@<&myo;k(Uq*e-Dky{!uqWX z5f}))?hzs_5pvzYoH$kNNHo^y+QjF1NT_7*_17f$1yU4DY9E;Ulzv4p-S4hQf7<2A ztX{AtuphGQ0Bx9>p4(x&_V}CkZ)|J?y9i^6E zY~5$SAxG<7aS8uMu@XL&)rt2>i8LQ8Nq;M3L?^hOHW{lWb`YC)9MP&4t*fTX%-ZuvNMO5eOlEQ{i zs(*3T$?Hus#gu9-FW2a!JB-Ffp#ozDTuTx^c{Aw8y7fUX-}xRdvDIb1c8|Z zDJv`MN&M*v-VHo|2q$8JxNO<|!FyMP;_h(?m1W$RJUsNt@OjebepbZ#7>#(LOA3Ha zYjeQy=8Z>Gw2xC1Z^EEEUiV=~#3g8$dA#7>0o4ApY*7iNLNOzd(6cn}&{ zQ$?`*-LW1NoUK{V0;YI>KcYZ`fSqil_nQChoa!#%B;u#73AsB8KlQOI)hYgp6cVx) zGIeaobNd8s)#gPPhq0210D^0_G9XQl1VJu%ZA??$4Cf3wyo3x*hP(=#jbYl$m)H}j z7oH7hp~I8rbiWG-FGk!ChGsyMv@C(>&K85&fSCJ_cn{Vu3xXVtS4gZFlZS?I+LB^F zqt(=#B%ahwv zH-H=o*Azzm&Zry>V#-jAP49R3eI;4LW0cjzmOr6;fUEZ;<|QhGZNf|E}%qSI0)Q60M<3tBP}CA*j4&9iE<xO^?H z7njv^Kgv9x$&@UD7`X8Xl2Fb%alaf!j-3^dUBI7=QGOZwX3}vHl7VmIlAtXC&Nyi{ z;tC%XnQ&$@bUuYiFa zU~qXR(Wx!}mJKUyE`_NQ(=CY@^Ry9=O9dZ5*F4s<(|o8Z6lYu-VR2k-(Q)0t^cM4~ zaF!D8V&JsmJ0>lACL*8IuOx91L=n6JByjP=#`_NFcpbCP%OffLmtDcbZr+;dn0nnq z$T_1;Z&Dlx0B8HoXAyKxb!}5u_v^<#PPV|{ZSHhyt_u=j!0#z^phn17gBNh|%K$ktElfF-;cV9MsAu_qbAWZ{JSYM>AeM%V z>n6+|z~3<>WKF>cJ{KN$m#ymY#pAg%ncy#Dn4aaw!PwK+qD>bB0)IuLE!ER`M?%#L zpMpogJZ=_)lmD|I2BJ3*A9jbQr0^vHUj1)ivF$tF;5ct;lWM1Ic_>3Z<+YoDEmjd!)@A2|BlMeB) zlCLsnC|E3XSe)%y+=w0Mm6iL|`b@AG(+;<72V#&Y;AII9*4W?*l$PRu)VXk2;eW0G zFmk<LEIC~k!l}q6xKbYIeS4^y_$QN!DAPDYd@ujY9uRc8U{2u**l9kDBx`ca zDJ#Iaq7iHrBPhDY;vP~J2n#q^Jn6YPS*HGZ>d|JECVIb|`Pr+$qqVvpdC{AFE(M#7 zKzdlJ%s$}_b|+1AsMP1Fim}b|VIP#*?eDK$-khqw2pkH6pN+eN_|v8lW3)w?p0to& zb1?s)%=dv+un1{KuQBhJzUJkr8iq-Y1T^<8a#oYqs_w%0K<$IG!uVQlBIHSDwdg~+;vIWai;E;pDOrX z&Ew1&aZH2$p&=fd)mASX)*DT8)yX>Lwj-s)<$XM`yBEu;^EOlG|In9bJoSXXRSPwWP_N!XkX z=KpZZ`6oH=l0L}eMgQX1x35Qc-RMh}65_b|#mB6TvCmD)lY70*CIh_7&Dbrk0^YrU z%a6GBdcTcxj?*ruNm2SSx_tlOTV<#&jYYQ@cDcqZTP{bM{-03?fVQ9i@6hW1{eMdS za*N7+P}94nM50(}DVyrTXJ&lZwJ_nsT^*stt!u4vrEqVM|T&zQXpzl;B*{;i|95%wV7jPmZrzv}Om*%uS| zoz<{swx1h$A+oTQ@rxj z5iFFHloSy*iWMcXmwP#fpv~21??6^LNZMX*pI~D)8;SAVUJs%y9f+_swVg8S3o>Mw zMJ)z@3B)W+T`3*7QpHodrIG5x`nD9z+KTDF zmhry1&q9cSpF=aztWo`x`+w4vj)}eXDGU2w$Hpjk{M>E5J)F7LM&_Ue~T2qK{CEtFopBW3%Dq`I9p?ZW-4fQ+Etn=g1S^e;w93 zf?+4=KPpiuX!v+8{}NdQLx-oW?Y~}>w9huRC=Y1=Wh^tq4O_ww@`xgWd%t(i z-ikvTP%@XW&&Wl`zSl2iiOTEv9xbc;vNffpzNSI<9Wsr0WWWUQp-cV|Ym)I~uO@5} zHQ2r0Q|+R}&doX)>p=zYXtC0^3omqxpx+ZDi6MVe?xj+_{=qa?$FTtc2fA<8EzTlu z;693|n#cM+Mn8S*B)D4RO7ngWeV6@(GY_+3vR%A!%Oz48ZQ&k8gSdhj%S zfJp21of+em#Sum$cJ2Ibuo~eGBPWM(QN~SQ_N(i(@$53dNBd^5Lhy3nb+T0#pYii#7kJvtRU)yK{crJJ-=9!ZK#+e5amPR(p4jQA|DA|Z zY1oG(!6waYdC_a>>2kdXX~!S6JLX3J8h^;l?0d@gNpv~R)giU58m==KxW{asb<<&J zi0Fiam0W@~nxO4|sgkg#7J1b7g7wU6`P~mJ;H;xfB6^f| ztWV%rO6=7_%xq7>mbki+)caW{0_2Czn*M#NARrugHozkRth^e5$et+7h|S3ayS#QY z0e?Ihb;t0d*+Svak66E@Uyea3ZD-O+7mhIv!^%3sdNO!PCqyr#?wkLJj8;wTlsONe zKON5&)z)UhDW2DE0z7L5TtE!Wv@Uou0)cJ7~P&vSF ziQtOSW>kB~C{#0zhB}*vWV4(#mx6Ub@cy&lC$`^7@h#UkY!0J(&k=?C(ppGh1?7zq z#zhS*=jH7}Lod`}qg*upYJ*RjpZ3PXgjy~my7CpJ95qBj@?ICu_%I^%7waI=&Hsch|0m?m_h@J&)hdWNx38?w_k=u7?31!oqzF5z>VVHtL1vs{mB_W z-Y3-gR|su}S;BM_xNlpA-HK}zv?mPy!h+g(c`~p)nex-)uy&eba(fLZ`x4)VB?8Vu z@M)(-%H~Lznl2^~5j&25CCe7p<}Vc9jY!rFm#3)YmbZNR9a_JlDHQ5!;rNEU1G;jz zN=K?ll|Q|-&>Hd7eab9h2~Q*Fz*kz;p7H$9zyJ$L|9sAy*f5Xhd2Mf1`tYZpdc4yw zhV>gRl3IsmFYI|LnlaF?vlOD4A+JD@_WfQ01KY)m7q!)`Y;3yN(~bg!BAZL3$4iW$ zPYl&B4p;xEp_C`h9}43lH9IwXqIuM?CTW7rtYqfk@FqI3V6;3f{^fV{ru6HwLJaV7 z#>li&CR2R~L(+{o!{iDRn=M#SFXQ_Z{M4sE?Q)(iDR2Dgd3;T2Ooph*qj#N`BN=nFmXjZtPE>ApidG_BwDNU(g zcW`N%;S6_JZ1-ar_Hnr3q#~bjQMxnj8thDP=-{q}lO_+nvU1716|TS)J~?SrVp2vnF*4$C&=TWl^+#xhL$RS8K+hhzuL(FGQ;$EX0U?Vsb7kJhE5 zy!e?sl@=u`^xYGUKD)QBd&fqXn$)r)2KpSK-(!hFs~rw4Rdh2dmg+0gcaKq5I2#CA zQ72JIRpGpj*lPrFki}{)??ja3a8VxR79l#_GX0g2&Sf zxK)5R0WgjCmSHH7?SiJnT0w}Hcp_WCWv3aWw=_7(QADh)k!-mnklCTJImQk+i8dId zijc3Z*fgYZ0Uti2|W)gOPz9(wO1SX7BC4RUQA`BEAaSW z*9tIyjq_YAh-l>;cJ=ChGzvz2zlBbe;+KafRW+U19m)oU{E`gtB`8o_N)yMzA zAk){B+!DqGK6XKCfsS)CD!K8xz2bea&#&*$5An(TPJofqNPnye(ex|ymF|@bJ^lUt zaxVC3AAWZ~kmFW|TG^oG=mE&Fhhlf|^QjT)FiMgz^t`5o8=SoR`Yt)7(U-ybKkDXA zr0k2zL5V)1LdS!W{yH2X`9H`MY&a%7`2`J&W5C+|tR4DUr)4#g-Dh?Et^n{XMDe_D zZ8hy>^mXE0ayyO*c5Sy?Acxuc{r zff(flP1`f;-5*nC3we&MSZWwM>=j$Y2n4L%B~jdEB(zZA8#!N!(?p*hW}nfN1)Xec zS*9Hre!q{0>-YZtP?3$o{qi3N15%H&3<`=tsWR(i4S^2?`(Mn`IRNJW)z|W`PYm*K zx31D~jlMPZA+h?0>tN7NA_X6?n`9-cIK*7!ufr4l=6$1mxTN=i2=ctf!z%sag_R8F zu5Q^=R~+b!H^Skqq-t-@)^d8Z@he=wKUX_TS?Sqgrvj{n$|0F(_)Ew1x0Tohy2^>S zNqskyfCmlj?B8C4=7-tul9O*1`WVwjumHI9x~K?nqU2n)M~(XK33d3;aYl~O!teuU z4+-{;$>LMBK(o0~v0)OsniWd(5{m_*hve*?v7wM@j^5&89I&SKbjrx4FlTb== zZop=AaPB&*nTI9))BaX`BnoJHC4lt+yFzf?qtY}Rv-WRa=Xy#vDp~0G5GXY;^D2jX zbWncdDZ15x{NhCH19(T{oC4s{!3Ac}#m6|x);Z38_^KIV8I&r1{Phlfw>QMIV3|_e zH~#|Hd~==r3w}-`pPBbexu>HrEiQDl97b$-Yx$_t%t(rJFsa=bFYCsAt8JBJ{uftY zU)t6m2bG3k&HCq06`ykjudQ@wYa<BG3iYmf1>~Z=>QNdhuxD7 zFCM##MI`aD^xubZ$cOK1>MFVdL%qyl&mHjQ#fN+}SEe6g1hp(6%-7NuiPYo{4fKSW zWV&+~IeHo%|4Up0SKqmI%K1Dh^BFU;z4R}r1bLdW`yXu)PR4k$os+U(RReC3V;OE770Ud0L>I zaf;^YDRW;74WbQpRkYqP&)EBJJNd+jqjl!uCFAr8&$5pHHMd@hkqc0M_X-%&PZuG|yQ#!Kiz6J^pVof(fmAF zc`t=vAAkB)K%t(GpGyTNn(gmy=KkY4wYK!)y53IK`NxviCf*jBle6a z(w3Dcoqi@pD|w2?4!m!akN-&~rEYY$E&0N}=(Z?%FTqg$9H&I!+waLNg+|TZ^}W1# zZ=`B294BuXxi{L19nxaeU9P9MeL;3~X6{vKW=@pf{*ekbk{RAwE8dNAcRf7`T0$AV z`3Uy+Nd-Df+gqyLv)~n$FPw8Iw%+%Xb+Vx3yv_28H&73hBnbqa zBJMDlkkzFU5nS2-SpIv$LZLuDcOxx2$FVM8aH!X%Y+yGsx!SNw#Pf5qR*F&B*wjz< zi)o%_QD|x1Fp9BMOq-wOdUcOFd9(n#|x1ezba|F5w)AR0$ z?U1V?9RY$&bNBm9cum(=mePC7rtVH-=H=VT+=Gv=m}mH=SKBWsIDm7r#PGNG^r<~I zz@)dkx?P^q@EqSqxd?~S3g8pc`KgNgGdEIu z&ms|9^L!-drUg_kescr2BnGua1RHau;Fh?cK3YzTAc2j&kAl#K4oy48%5qNEswjlA zy+4G$_Tgvyj}<;8G!eNB>37A&nu1XdrCXkz2#jGZ5L`F*$nLAw$OCIWu81d@6d>%U z%;h)SPlrE!P7_#Z-d(?hAo|U3EUV0=(o) zACxPIs~oC0s$@~CP$Y0hLD|Q0=VkcCbGw9mAT^5e%B4f9n7S|Y^XviAmTf@fr z;~SHf(ihQK2QRVYCo^{FtS*uS&FhcEQEfby>jnP_I(}>w=X94^*2jv+CW9W_!rH+!d)F^e#B&!&4k&YlA08g+qD&Dw z*YJ_&`uY{e{tlDC+~RKC*GgTRSgvGqAb36W4DKGLX^0z!=?g|MZaP>vNn^Fot#9fb zqUQRBk|JN&tr=Z18^#&ySoZgh6s4nFto^1)>-Ozx8L7JOtM2+gn;NJ> z8RxWBI*}F1oAWNYd zE9Zk##tW73AcY`8lUactnfdI*{%Vx+b!%yv1(J&3Fy~ zimq|tT#}JRrAnRi3RCLHkI`yp5i3^!na$$WC*SwU8Y*U9^g?qSrve#-vhZX z;0^osSNp)KB;3Q4Y~suZib{~Ff$TU3_@|SO=aAT5>Q8QuN~VGtRhhmD)j^vIc~`_Z z-Q9IkGzB5f*j#xNR6@{l34w*}XMpt{`oT!-|2m7d-P_B>&LEU~Fskhu}4a@}+3 zY^ffbXz&u?ubV%Y(MHvdI0uF)T2RIl5xakwJKe9nOlb3yEymk?UYc7^m-b%ifN(Z= zw^KFmgagtD^PRD@5;h+X@4pL?IBQwPl*xyFVBQ>LnUm7=^OthVTsIC) z18fLR#K>Bso+q)?tO2;F<#VFDaclFjDq$3c04CHn@9|0f>bxrQ?7L+%=e!vy1lQFM z1@PmFwG1{(3XvDxOhNQoGKU3UPXOEp9qRqTd|<6Y*V+x1z(nWzuznYx;sJDnyDTM5 zR1bZg>XhEbDdYfIJV*WNsY*sX@zxG`;0^&@iH8J(9s1l4R~!1tZ#aN+H~Y*Vk9~K8 zD9uN^g)!idjugba!2l~QJG-_yQpD-iCV1wU)Ht?*w-v5=MADxI0vL`f{NTb8{vTdE zdjW4?n<3Y3*kagK&DM+NJLmL@Z61>cjEG%k&3p}DtNts`DSLg!zN27lGr$H?JFNuZ zWVjy)tFexOqqD1K?|--eP$$DQ2u_!6Q1;9pCz%9^2g4GkTZePQjfD_mp&W{MT=5o- z=v8WMQ}J!I@o?DA>kOxMbnUD@=QZI$giSg=;BDW+|1(x%Y-S5nUFFsFN!FdHcjLgB zM=ky8W~%il${(2`JcYL0Dk2*kJpaR60KnL+KFmCpCGfMkNX8%$cJ?>!tQE43P({y4 z63DKkoa-ydzt}+m$a)*tM1>`3O7t+QaOi#E=zDG=vMm~GZ5nj4_jhW%*@pO@&sJKg zbM5p;Acr}QeL4|0pM*t+PI4`MSGA zc-zx4TCnK)h>JB_pbGj$RT_K!y!{=A7~GfxXNi>MyUvBzwQ^s%>#d*TDzuDn@$glJ ziaVx)aNQpSP@xFC$%wkp2NSYoJ_8OrML|bJxYmz>A~_kb3pgFzc>{tAe8|^wzrYS} zTlKe~4J2&XcC288sJntRHhw_SDF4b-{5JYH#PPtuZ^Bx{bfIf=a;b=#rcN;^5gzZUod zu!_Crg{a1ZKflH6!pj7Q=k)w;VuCxR1EXQ}_2N?hb~O$UO5ViO>kJR+(*=a znOhOn?&ores!zA~5kF4Ci+fN#2gO=eZ=qsy5T*BQV&imNq`LV$V9=9tx(O}g+hmDV}FV1j2a$x0u=tT{H89= za+WEqpS4XDYZZs2y&!1PN@k0)lF#=B|Kb9YcZYSHbcBBK?RjVArf!|j#yEW`oL3v< z%iS7wR>G%S=0_;PuEhib&>z9loW=QLv>dNoK>0$1=T_FImdJ)vW8)~*kYkbZjVk_| z33#1>XWK8>f2NOfOX)cJ%)AMv8?^(6w||KDHS zKQ(T&RdeB6W2T;Qf9mYIJK*(Rxb-Zw)lmjN4d}v4Rf87onj7v(l+CU~ZnM{Iu&7_# zo9ma^j`yX9`U0D;*k%62eDXyZIDK;93H%v2BtuiPuJ~;)xUKL{*YgGh+qTC9Hy)_F z9G+}*AqFD&CLiSLldgvyw_t4QzY1b`6zh((zu02P5BzEf_HL3h4h8T)9m5xQlo$!$ zAyqn{e)XRp*KZxYG2LN_S%fARYS~5{pw_Bfg#w4~ca56)r7WkS``*}WZ9U1UHZrD0 zVwa~jY?{YOXvjY>^J0PoXXg6o`zQvo+4*kX4tR4ErqjKJ= z!+)P8%$ze1UJ=U^@k@8zZ?XQAhOMm9`=0~wyRx`Z`pM@;JQ-e# zX368|q9tFFt*3I-@=Y70?miv7LXD6MmPfhE5|7}8DcrBYzjmEbwQs4~E^THPi>l8~ zrFoVd;n6py^QxW}P3F0udnL02ZrrI?Bphj@oPN2iJ=y(Smz_fEO6A3!FJJVm zB1>2*<(PM{r3t#!@KH9@3;N@+RhW-s%mGv zayDnclf|Vn7IqX+_1f65`*GrpYC2ufP=5~N%e^AI@-mFkP$NjQti{rDVtOFbcKY5< zmB+FFPw#Y61L zzk)WI!dEb)-%pxIk;$=8wo~OK{5O4)i>+@lQ(C@_&0f7sxHh)l$rpWA$y;l#6yal- zo)m1-y?Ju=;54Lz*iaao95vZlKvI)57D`YEyy|B$S6N(P$H4V3q)I0W9r9b0~(#DL;zrw$LV9!a{c-eq>eecK$Um^X*&x7OPDFpq*s*mpq zD6XJ;A^A=tmfWLHvy{Tux;XJ`F=xW*19EA0`(P_6F3(b2?aDM!RSakd zs-(k^^0zkLRVx>b_Aq)c zvAQ6kbD-j|L>;Co)FrI(^VYvt<7S>;(n)H>0H$)#u0ntJXBXRZLsL?McFVYId(*9&#EaVgoOX8U=L^DG+ks*yv1 zkkwg8B&4PhUxMlB1@qd@iXIKh^FAQWnTDwwmzZqIWc9Z@Wo{S}Q z)2~9bTIK|#ie4#E{5Iee%O7yWgZ%1bnhgyw|| z52XHzPZt339q0eCCB($Qt%c)3g=>VWpZSlV6`jr0qTtv)w3DT8GbX&8DV8e{i$Ak02};e z7zD&4n|x)N(%H+u#TYXRf9x)Yp%<uUniI!sd}scp3>!1XA$!*X6RAoa=$!5T>ZEO*xN|Kn!s4z9# z{kbtc4`dHG;CF8F!6s+37}o4$+z z_I6~|sI%C_kRr)a^xM%t)u3%YijcwxhRpx@^Cy_eR`y!*_;$v@Eoxb9a)|d>`6Le- zV9R}B=zd%ratTAKG3}F24{jZ+wG;p8BZ=WjR(H5c5@GcWwlAi$`$qPi-ef@+ z6KwhqgBbPn&7&vV;1RFw^t}FZ?@3v=L><1axuw7Gg7oDY{0)J^JNci>X~=7=s9zpN zNR2lUT@pPm_)*6T%e_3*8LY>Z0gHE!T0@xm%uFO>EE8YmmG< z(#D|GRx==3D#0mc+XR=BVzX8;)lFmU<(71C*-Vs0DBPYeP1sC^Q+W0UW0up$nUSOX z0C_~cUH!MI%9YezI6uWfq@@1#dAcll0eaF=Wa|q)*MJ`tYAdf=843{4dt8nPy?7p; z#D_W7VEFk|m;K^^j6m_y!}$|8=7#d}U}h4a_4-Qhvf5qtXH{%aYvOWvwRw}iYU(ZlO~e@_Wg0*@5j}D7$RZru_cr3>#ZEB#<71H z#Ydv?+j@j^EO5v$=T^QPtUEv%8}~|`KSCW#QmEmQ=RrF>n)XYmbl_ht&LP5WPrgbs zRHl{F58wy!)mNd#?>~Tf_jJm~?PPT!GljGefDfVZtpih$U&D&z_|!7C9))6%`0`7# zWmnRZpEFdymT!_@?(qxfragVB-=A)H$~>-_jq*O8o{NR_sA-Lgu{F~p!H!01sPvo~ ze<=eI5w7xG)5cm>a7?xWtpbXYs1RjTlnlV*{O>-2Zk(d@Kcu&@zu%K@5$6s(-n@Ss z^_|8GAs{n&%@H!HDS64j+^4WQUp<`*1)d2QoOwoQ z(8+jEHCiCdkWyMTk#NA~D(E|DYMf@Hz^`X=K5O501|+vQfXQ?Hd{No;9xC(WHfHk0&NRxL z6}gH-`f)kvP)+j}h$`j5CIHvD!g7VCkDPi$FtqVi9X`2AVKFXP=8W^OuREVQqe5Ty!-Kyqr(B&8m=Rsnk?DxJYfZ zVCr5vFmn$a*L-zxW&zu$Kercw^4vV&ZI}68Sf>*=(wK4WW`I}7ex+v7{V7IQ`lT$t zpKZ974WEX1Byb4C#S0L8-gVL9uR`%%$5BB*taf6(8avjLP0V$SPzWApE|(9q%ie~^ zOy~j(4iJ|CFPsU>umJrpbHU;(8FT;G!Ms_Yhp8`oY{e`ZN0u#vyGr!O-B3F2+WIb} zb6xsRz6!>@txeaH3#(}gs)6Mwe=keRC3h$!EgE> zmz>I|U;n!=jD9_EsuSTc;C{YDt$xYL5d)M(X~(amUJT1>@(z`z%&DdB24;t6lajm4 zYO(95L6z^0UZpb(m`^EAB^y#CA{LQE_#&h?=qDyD`!CZgr*w49SbdkpQw+NW9%=3D z^n{;C6x!t|(&$u}A6+G~=8~iT5HChJqHes!QmX&5xa?i;98*v2`h$BYeJ!m6cY$@S z&d&ZX$>{=feusiQJflS8ap$o-{of6CQlHpbVsB!Ys15OCk98!4WP+n$x=J8pNt-;MoHzVKRDd#Ej)asu?Cj={k$Y z$Zlh&=J$G5-zN8>yY&wF8(9Nkp6Z!-mt44pbxI^>*U~P%Fr@<$GvR<=x`ksI0rPtkan5JSfJCmlYNh!^Z#X`Ht@YTYM7%tR5u7LIO1Reob@o6aO zHb35Sw2Q;o2UhdZ8E@QCF+Ahp;pyRj@AIbH)lsC2;Du@W>w78c=_mK|IMww%@Q+L$ zru@Fq_$_5jIo@aO;P5x&WQ1L&6aRy-?V{rWJY`CqYY>4``aDB~bcw%EW4g=porWw? zNKJo>QMYl%gCC}XKAcE@=N8SUt(!!|Y4;d^{4r7!2`$j&M%ApqC_H`7gCj&tQX><<1uBXm5pkfgjJFHT!XRV@W{b`V^ zXlqmLRW7Zcrd+kDOd{anVMT4@nX|dquh}S4CBne^^DmdAjn1Pvis#q^sY*KG`1f;L ziLzd#nJ^Ig4Ve{!ZC#w_=9rNix^6LE%naJUq(;RVMKHGXMWG`3qFg4I&@XYGWq z1nGe6PLcXG$cbGyO%-U6_7xgBkBE+?hTKyeCGKU~`hnV4?ycj_vnSRstLO?fx~

Llh|;fu4O@$EMwlIhgVMMfM5g^((I)Qx*L`JY~*i6=Uc`*8mUTdR~{ww`;d zv@V~duzI@Xw`H;C8d|TfEA7`(HgYg=dN#~zFnn6QrFFO}nC)0sc;i57l*Lt?g-#Gn z)nB$+*tD-Ezu_+Y?O@;&*RF#@7)>1z2%9tTh34On%IAE$qw|4JT*YTH_?rAlZvQ0m zsF~)u$8rL8J`2yWrPJTqRASyZdqFHVQTVlp)DWRs^EStR_vJaP zpXf!hhuWe~TN{lMZlF3Me0%02&lqo{=xw)a+hg^48hElrab9pBMd(&Je>@yu-Naq{`Ty5k=Df2*% z%i;uKAb(M5wNEC;B?GR?YSH-E-k7WQs@Nrk4(zfHk%ON3zKqYS1MXzak5(=>GMPpz z3O}xX)&Z*~S&a;PibE-%S7#6yz$T!MQuz@%`vcj+E419|zq~8T4+|<-f}!$W!*4A~p7e2OjDnp)SC(K>n~=BZVjkFIE56jRRstg5^b83PhC@Yzoiy=P1( zE7AYwk=fnZ!ffjOY2w#yWUTRI?QpnTrk7z){QCIzuk%^9-vm?IJhNT#Bx8)Hy%KCr zeWiswQk!!TM@-CHcZO?x{0)bReaver?-@;fS8ez#5pW|Pvqmw#;ZZz`*Cis!AXI%T zN<-swoaxxb0NE2w3PLqHB|0Yd648{R>D%{N3Zi0hq7hXMBVVSK3Wsniq*pWCC69K{$&g$+T*`L!wyKb%#pps5ki69Kw>~be@_#XU@#DBfMRc#Ky2EHrc zF-%l6x#MhZq3@NodUG`XO+LS@{6yNmZN0o3(5@5+vlSdh-xj=3mZ#51m<7tFO=UV^ zC4Y+~=N~WsP|^bYugac$)omhSGS55~NLTRPvUTm_Kl*Zxs;#Mr#b1tCtIA}R8rq~b zFV+9N^>U3VIVwGIRXt8Zsp;XNaxRBPXj{>yd);@#w*_-=3FRd|>5J?D$d+jT{}A@x z@l-$X|0t1EMnl;nvJ0U@$7~>bekz+dBu7T5BdZi8drL-UvSn{6;}|C+9E!4!?HsbX zuhaK_@BKaQKlkzYJRYAO%5l8Ud%RxHsc4eZ@Qc6gdSt*y6Z^)iY)7>OX@5Fzas`L@ zytG(Yls?{|_~B+neG0TjcKp1S)pxC~v$NCZ>T1&QH;9=xS$| zZS>rs4n5rRy>7nj0+kE4m(=wWNSvgpXjSS=huaB57C7&p?c3!VS;^5BMY9}BoS>YK zI$ksURO^I>Fsu_0-)qYt&VC7TQRR}jxDB|tI{q$~MN80~#WTEx8|m->gd(`f)Am(z zLTNTc4TXd7R3KD%sr0sP`vD!i!rPEQ=;_LeyQpiGCEt@y`vSdG>u+e%;w_pGHa=$8>~i3?rX1@{&sIfm7} z*6!g^pAVYi$FfG31f1FCQWbCt6bK<8l!jqHRbyT_xJziK*t(WUWoGo^xD2QF&b_;kLA9xUOp5L% zyu*2}1>%RWQ4Iv8h-3f-az6)hNw>ZSDcU;mq_>BB9bDM3Ra~5(7g5}-#{Gd^Wac*0 zlX|_#=@mc<$iD&i-tS|u0X=!0XP6mnrzZ`zHcmOu-+h|m+9^362$xufI6rYQF>>Gz z7x*6!E?4WEX(Q};9<1!z&G$pr>AOr^-Kiw16D_BTe3l$bfUCXOL}kFoF;L}1zeyHl z{@-b>rW14Mp|H1*%E=yY>3fa5uL$%jlp!b?*!Ov%F!`-a-5+{#sw*6ZD>5?iU27bk zX|PKJK@~kTVX|PWaw7gRNOVv70reIztFVGmS2LRrE)au5-@^4*0`jfk5)`1kQR$fd zYxtj`kB}7)79d{6fOc?JcF)3XwBcZ*Xfn@oUnE9D=_yIRzoV?f6@y_Vb9`%LFD!5X ztj|PGo=2Pnwi8lKCyEZ{i;9632ADxa-1~1nlC*NxOB3t4)@M}g z-1peWw`df1dcy@C*OVhDle+IR97!#&s(Q_*7Iu+Xu^kaQfw6O$b+p`N^Mx=W8x-p3 z_3z_Jt>i?kiMQgd+q0>uT8yrQV^&!5LSqJf!sN7CIF&w>LvWdD`NPAoAj+{fX9Xn# zd|c6fNveJuZBPjGlx&s*TO=^6{K;|FHyR6x({XBJQZz?J3oq6D=O>h zK|~2a;TsHk2e&l`saW57Gt@rBu>Q;=%M2d!!Sz6XKV;7@nGScaonc3gG#CH=3>r&V zrhUlzW{>Hi1Gh#?x!cjdOlAc`XzwJi^!MQtgv*_k??dldxIK`i<{-sQ z{SC)eRT7uL5JrgY$eTlMH_A8G)rEkx_)xQuody%sBnbc~oHG+g#h+dmU_?z*mL~Hf zRS4chhrhc&d0`tZte#;r^V#_ErU$$3g!6&8vbQ-(`vkZ_=%(N7GNJ!pEx^ix@TBUW zQ6|%yCs<5!v*7GJf_O1l)P(rK&)i;fg<@o$pnn;jeR`C~IP{GnCI8Kog z?GF?f5>mZ)+#D{&-A##Zw};t(BU&@aRai^dGV%Oj;hk>JnFePBj>n)?<*9|I&mNCN zt=y5nSG#lN00>I4N5o8&n>}u%9cw91Hy)IbX5SwE-IuV}ZDV$~mUjOAN|MJ~^+iD| z+k2TglRRPFUIS(ZdcvOrs|(C-rP#A>=d1hg;Ifv49?v*45gA+DTdMX*q(kQzA;|>? zX8jn&<1cu6O-DqRnrMoS8YFd%I-Sa_irk1Pfx3~zygx1W`TQV<{=Vra*&=g zpMG0@kiXw1;vRK!tbv1?3Ib6fZ=jpiAc8_TxgA~CV6C^QN!Ag3^3CKPf^gAi9IdU3 z4`DCpZ;fvb$)`%%n|4J&DNFfS?XSZB4w8kXPSB{FzhtOUJ@Iq7sMSnIdK;?4}I zyk}X+;{4Q_cb0)Vvcmd-Cv&#%?4QR#kDSS@UVJBE36Wkh1|q*!Kc()40-TeSTHs*Lr04%?_wD=);e3~i$PsQ&1NplH8;1EcLXDcKV@rMy1H9A|i&Ms-xn z<5Zb^4>-O}GseE_xifb2sabBm6pBqt z#&5hTEdX`!G=$+USI$o%HBay1-;X!dg>}a?@#<|Co?MM(P-F!BfwOyN&YELX?HQ(L zQ`^1})O15qremEo?Psa&+E4}Ew|$rrd;A@b-QnTPTJ`D2f9Mafd6qVVu^V-2`pF$= zZJ=s;&`QZ}D(q}5uF^i)Cor<~_f~8-sVi>dx|JtBJM6P}#tq@gV`}vKJkv!nYfb}q z*iRvu{)zhRN*fiw^aSKn%+lb!py zr9|SPH#^W(DKZjStt;zqT2D|_bUI$tX_-;JTRvE2Wg*NxBPY&&pv`I^1|#oXf1|%D zsPM`1<^ps++N(+R%cc)J)L<5ZQ5-yLG&U!h?gi0d*+W$)zP_CgT7AbOVOrL?Ztk+4 za-F<|W2Z$-Ig)gabuz06B-r{(Ju1`5N#AZDaCFGfR-_pT_YYI4W@{w2rnP&vy%}s( zD;|ThGD_F9-sz=m4}&5FLAkB?!?FR+Us@I?gFQ2XTuSmS?xM-OJhErSHBUwQwvae; zQJK>kL&R`;{wkqTWd)V><9HoO=WXv-A6Vtt5sOTHkM4!T?o*~S&a>)gfurzD_&)e? zrRf1mlJ@<%@36J*^@Rl%-1RRJ9jP2_tu#b{5qbx=x9Xd+t8HC1vdMnpoKdbc?PBF@ zZn?ucTd3+8d6%!rIvKY=5T6@CI90)&0NBcXUK{B&g?yE4{Pn0(`m*}LUZ!aMEXs1J zw_P~eo3ljBv78N(vH-`3rU{aaZ+Gk84*HPjY@GMw1m~?3*l}bPXqbrA+tM8{OqUIU zy0XJ_MkA~LKAO-`-I8Lj>fEXNxD4Se1WG}b5B&t5U|#CytQ+Oc^6mcdnD!hoe?HUX*U}5*L?b$*^WY1(vA5G`zD|9U6u_O?$OXl zxUJ)k7R~OvqLCAY{+bKu;=!V#9LD=rr>SR_SoVV##=2i3gi(?ra`gYYOCScj!MUN+ z+N2`w?RP&t&;6~U>uC(?roG4|qhX=G4t;!5nRruscD_v+zW5Q!_bJ$W7|g}i+W@ig zwSIs!06Y$stL;w8%w!6hjk;8XqA;RHe{sx78fW18N1h9GF{+c7&6b@TTCOw;fJ zBq#x$5zX_QzGhtolW94C7fc4vu|oGrcDE4Kg2a)=d(}_3pr- zyl$nMo!c)t%q0N91;Cx&GdEW`m5^qZyZGfO2Gr|BqT57(Yy@S9YW%gWlCrXwkN_ow zdSOrVU8T4I+`WLtO~`U4b61RKFy7UGq-w##-3AOh@rDgKa+`4#iIWUX%Tqf#nR;A=t+NWM$|qtk2{h9bv}YMvxXT9(09s?ybGTg0U{=-x@*y$SR!LU(2Ff`WkRc`Pa)prY!T})a4Y&HoXO{0;i}! zrDPiAKHQslku0VDH-A4H=_jAJrY`uVG`Qc6u{(p<%G~3>K0B=EWk#obNGAeQq0ai< zh4p|=YgjLJ4xwN*)IvPDa1btT%G_BD;M-4OXM025chvQq7gn99=X*h!>++8iu6^Px zd0R?-Co6_Po9y!!{|1+1L2p_aBgxrI>XBn4$J$6$*lE7~3z=pVMpregW6mtVx0t?R3piOSmW%oVCn@?KaPD7 zjS9GanEcv63)wIgrMW&o|4<-QC^)Jyiz9Iv7UK1PKe}ir+MBe!?WQvy9z(yt>Hi3k zw8O`}{hFagf{*cyyw0`~sK9sjNI2aTwQHZlNCeU>`KOZ4lk&mbF=Dk?!`3(Pd2-*+ z`t5nNBIkkpl7ntP;69G?iC(5(=jT89LWotKW4Q^hRCb5k`F-%u>XLcgLEt^st5b>E zNVre!q`wt2$slbXaz9i8Qg)}?+4r*r+=RRXH7j+_Psk3!Ep?~B*(VR)-y#G)@!n0V5xSE z8|i*q2`t84?O*trcXq)>dzbtrN2flv|C0B!p(?du=AGmE&!1+N$PPz1dcL4Sh}^2v zAL&l}>Y5*<}T)?ZJYm}4K0yo{eQPTSlQlx)uP(@pXKh~tLWTs<@)ZJY)*RL zwpB^Lu`vB+%HvZwe^gaSk^w%M!MwBfTcbsw_!-T3_KJT`aeuvNL~HrW1L-7(YUYoH`RzzYAxip{M4UogJ=DA)~*t{2A>&wDbKeN z3EF4OqKs}REx)L^$vzjvi$Mo!5j`ve2XmEZTRQL#WwgR=`WI4_=4;rPjC}_!nX=>> zM}K3+3_TV8Y}DNubH1tQr{JK?s@P&F>yiAu*(=33+;qV`NMXoi)b;(Nlp`$P7CdXS z0tpzqP&d{(7kZPVK1oZBEYmlgzZzpz~)gO(!?B&~A;u|@QRSH`0ka|s7ip=tuAI^L^GDLeq(XhC zt1Rwu#f3V=6#VF^TSFcWIkr$mpZ<=m`@a0ZIiub3AaTGa>t~XslfZ!KjBs#Y=w-@U zMX5u~uN)ob3m$hDz_CD5d5}C3a=37HZu?T=kZ^|mBBjEbyg0tZP{frLfWb{85pni+ zyj2&}Vc07gTIkd_yvEvfH}6Lm$;mm+?$BAZ$BTGDVEg?#m zUU(&~(5}801#=T8jbec3pBmjArojx+@JW9~rrXD^5)r9EH7tSF6DOxO5Q$Gy@F+G3 z4}pN@I?E9uNnNdI4_!HtFPr;cxz`Qb;8gyW_FsCr!YNKBVRG8?P1o6<>d!q+W=dK; zo9q)Else3Is)eV|6=brG9qGDos(13KEUnsR28yM2&;6L*D}Vh{GN|czSrX!#9Y5yV z0>RtgG)-_vc8DcNn`Jv_4gs0jqGv8=%2F{cmd{*OD}1kNKjX zKA=Opms`j+hRz=EY`eRjVqX!E^StAC6R9-AuWxJaR-%Q{_HvN-*z{vkX;e&>_I7(< zW$H8FKXo-wIbttAu%hhnl+j8SZO<@fSdX8;joHRz{dh>86`S96i^0KIgi&R12G)SA zX`+u3<^YzSbRjJDt-^KLBi$6B>MH2%aD~AE$>pPeiWS>GOMqdVn?r`zKopqibh1I8E4z)t#k+eUBC!br5)6MA1PBH(w}omImn`| z(2vQ`^lX8+@{4|kY7??PrUozn#pFTMChMUJUhBwu`2c2q;Nw)s&h)qzWOmwkcwBw5 z@ic9}bn@FyHqISCy101BA1ychs8Wh=RmCOy)+y=^inpSd3$6l#%6qeKVdM9%oz;Ep zjD)AAT}F#W4qrAe{>2;EA;7OVzIpa&NIES%XWvK(-C(=&Yzpp#c(e&8JNqT%7m)Zs z2*SS<8I<iGU@_KR``Fmbr1oA|E?f+loud#NELz8+lj-khP8D`s?)d0Ihj` zk8T=LyJPua2m9><=K#g%8m_<#U%q?SPQJ+SG|9=xE_@#93NL+@Ril2zvv$zGmDCj@ zlGUffurS8o=B?N6Xe?g%Oy@ZP3wmlLsF~&Z=*crPV%#1IM3TMUmLxtA2*6 zH(lwSc-;luWsL$e)WRo*OKez=M!VPky4AcD5*vFCjW0bKj_I;FgX(E1n=4~|%Aw@T zF=XlIbKpiXvyEmUcX}B7FLmcUt|i6zU#*LY)!MreBF~Su61Qm>CD$}`Z z1}E#&pOaicSy}uP4#x80`^v$g8cZr+k$lr%v)0P4Uo>>qzGJpi^?518zc@G?Zwu!R zvSn(`jd7iTbu9epS3Zi&e)D^Z@q9|I6Vzc`3h$0f`V)Kp(HTk34c8)%CG$rhg>af` zyRioM%*<}(^sBF{&G%gd53@_><;pZXS^z`c$6!hB$|DmhXKLYQ`$nMSU zy{$GSoxjTF+e<47*+bNU?D+^9{Gnrkd@THJ}$b84^zxb|zySo``a67u7EL671ziXa;? zX^%*SM(r3-Z?uu*$={?F#-Wa+Und~IpAOeYkL)BJ94fxxF8?o?Tg0Ff&~j~fEw>Jg zsql-owJH9+LT*;9mZJku<-LZg%^o>5h8#|FN9BG~vpXm+V4-hV3w8eOQS{6l&M#w? z92<1G3HfcO>@V6+PK*0t4&taC=uDErnt``-f#4Cl!pO$w>sJd69Q52r9CH5bulV`( zImQotJ{?DyU~mG6G9@7MR$FBnu0)o{TuZ%fOgw}m4aAjb|CRZ+H|uW=@K#`6)opt= zM&jz~?&jaNN_iSO=r9}ZRu74_E_hTt^x4>_bdIAlpBq6DC?lw8`449O4g}BEttw_; zo<7Nv$f4*hTOG$_E~oRTVcV{5`m!_h5eQ$tg_YEWq))H)2X-27@}HS*FV}BcctaaY z8?3O`DDZcO#K`+BIXbt43B&-oTG3zNW<%bB_Xw#61h(BMFDW`e8KBH2h|y>6CL}TI z_3;=moBs=uA@@*{x8*gbuADrsvcat>L8UjkKJ$i&`eUU?vd|l(q-$?2_jr%fb}r-5 z;M#{MVP8gPul}TBun$f>P1J%9E@dO%{?C^>si^;;Z?&saGcjj ztfaIAvG!VIxHt8ZryPmK^Guq!;?q^0v7N!n8^Zn7!ldI<1YJL*1?k<86(qB)f*-;v z&zZ})++=Hlx$&PM`;Az97PHD}vR3g*HICk!T z57&u+TL3f)%`nD)QGU6eG-mf0nn!0CLm}Ou8023euk~}V>zaO}|5#^!9yMzZBUpS8^#32&6kw-w6Q@M`0^B57H;CYCPP0AO|c}$w}pZC`gc2 zDvuySqkv!j4gIJ0iFT^?u^NG+ zBbkG2P^`1*X1}BtR{Lb7r^{PNG}R!x#btM?auS$nkntLNn}KvhMh2dUSBu4T@Uq{` z%m0skGW$K#|98R6rriI32}fbUEB*ey|I07J3L2g8|79TO6fdlt^>yeuCtij0->Vr_ z@pY*8z59@bx-gEX-zCd_cVyJln@=xH*^{4@$6RAoCQ`OX>~#Dgub%<7`y5A%WT%sA zq_O0G^S-PaS)HeeZ8ZH>}QZ?2K6EiMkF6j4>Ez^l_M;%ldIh{6pbK^^FidkMl`%X69PH%Mg zt$B&xe=9L%gB>PBAU%T1e_ZVy+0qx@^#!M=mKyelip4=n{4#Oj1%`TOJk)SU9j6&D zIP-Yt^6W?Jv5x^UL7jr%9|zdWA4+3xrvSIKOEHoM zAJONsyhqcGwoQlzn~CCzEm_eG&T+l#`|gJf)) zKu36h;&~W-CEyy*k7HTbO1+$}1R265Cr??S0fho>z8m(M3dJ3^dYQggwBzZX=S#)= z^3(Ne4+kEd?y~Q*K&hqE&ezQ*s-|%A=UT$k#bP4kV#YnvvwN_LvC7bPsa``sgG0d` zO;7ndSoevYTq%q;hy9b8OD~38nC~>Ljc*kGuNGjg(qP%@dP>gaRYg;izHq(sl8qJX zA7}NM_@^nmHn#0UPVU@@dycsj%}3HnmDDKH*_^d9zjEL*9X+&mtavE)WyPfc{ez{4 z_W0hn>9oKu9#=NU#MH2m8xz?egQs95J9^+3jDw)c>a{UFpm{Yt``CCBbpT{{)0HBU z{3gxokmo`{LhlyoKL8?OgjPlu#mxbJ(fWdFVtMcm_r+gVej ztmmFcPJ5~cHWA)`4ecfUlxx0ictNf_IJ&jp(WwejA}JAjuw(SjT)Atb@$2LZp2*Xj z)cW^sHYqKJaH*I}^xS9C9FNzK`2PG+b`gNYOHQ*0lvygu zgiU5h~l`vi^L6%muW>&H8Z8x9?|`HR0$e5NM||OAEy`Cg)5euYw>rp zOO|qp_WeLRe`MipNsCZ~r$%Dwq&BxHwNE`d54+BMZ?`qk>G`05zvmwe7cdGUK(zV? ze!!UiN9_@m-0$6GrCD?*kKdu!^R@Qou~$2knZ*8)x;Io^tu87;v7WbW6R~?7)1WUV zkI>^vi*EF9C*J+KMGOmU4t9T}veiH!XtcPo4oI}i9mh#!T&%#xZrfv?hG<+9u^rLK z;`57Pwj$za922Ti+PvbnBeqS&>xM|BwISG9#^~$wp*2`Z5F*~95!;XCq{K-jje+{e z)a|a~TxRBb!dJ8dCE@Q{7c)Bp4QIxSX$M4-I@Jtz7Ctc{){=Bw1gA*SCCvMcrk-J; z_ci&VSzQaRh_n>@Bdxr1(Q~F-GrA*j^n;=sZvnzEpY=(iM=>N2*Ym<-ZZcKpu${^> zQuXcYG27^NEJrxE*s{;0KR6Wt>IT$4^al%tKgW{t;A>H5GZ0bfph&NuX%qBFx|#DT(Kw=7FW43I*q zTo({3C!o8~H)sr|J5E+u@)Yu^wGCG3;faUg2FKAfU-vrQm^eEP*YhRKa8!dS z;!)0x50aBNWp4Wp1r!vL$J@GKxOc6qhkZZyXV>9aETu5}rBQ{8!CiCboj!4I_gSk& zCe~ch5MnIQ&S+7M+~)FBxFcfs=rKnU!%22byxCLWtOfn)k1SXxU_xyAORNrHI00fO zTL-NdHo%YV%QE$^)*URTdnb4_E>!83@ROiqSJ&K8$w_1oxGlP|9ttxJBr+sFLs0uXRlzhX$OrDWR~0$+T{%% zndCS{h$>`-FdlD_Fw}|PBdp{a)(w)no+$iNWZ$_HRr#!LFe^IdFS++C-lj7Mr?mL5-Z%Nnx;h&%|LbL0JnF0oBr$&Dbpru+vV5fi=M)dTI`s@ zP{}s^m$Qkzi55l2a3sCl1YrRbZelL@{h1F&o=l%!1FB5j<^HK|(37#`=!=%Pj9E;_ zPaRftKc3+%qQcFn!E)b9p(D_Wsd#U($pe|3S!m|P%g%z6;w!GR7`b;E9W&f96+RH} z+OlK)t9Lx^2dA1)%Xe=+9v>@K^i3gC>^D!PBDjoMjYkRv<;9m0J?tGfpMw4(j3t06 zcSuD-NlSBwd%hdQ_%nx|kwbSOY9kCyjnB2`A}Jd3lD<4k7viid#wQs#HsU9pap^R@s5^syYRzmvA^myJ@Vl3CcxAx`lqd87r_#_b8qTqZ`GJsYH#A-9H0`*P=C zmV?E(YGcs!@!g!M*mtU*p+x}@$gb*8F}74P;}+?6le4H8fg^TnDQ`ot-;S_eE)+>~S8vbu?LhG;eXZPQMH~VjXz{6x4a& zg!4Oid`tf&T(T0E4waojWe6qk&B8hFqe8xx_?mD3%Q6BUt<0q0YlCevGu%2omw z--17Jglf2GT!`Fh7#AN;o-zfzK9;kpuzJ4J5QYWK1_o_)`(VmqP3WDQXxLqDfqYU> zK@9s7b$WTgN(h^Q^~zX1^9dHRL^f;0Pyj)8VV+Ir^3%>$eBAAc0-!>mYn+>@L z0YEZ?)MC8eN?cr=3p9ZKW6&1=6W$H_v;JS%8i>7X?>`knjU)g}0~XIeai)*d*9{h= zi@RD#fG7bjpf#e{w4^(%2xT^8T{Pel6d?@XEu5aF1i`O5>fFc)bq-d2!WG-p1=^;k z+XQIjfT4`K&OEB1JQ4>?4;)HC#n%q>ri~NBUo8NBk@ek^g||adHQxT6A=W?^;0YMp zjnJbNmkk+JZbcf~rh#uCl4&|ji}lM4TdV*%k4TO;%S||UoSZ849s*GYx9?;4(p(^w zI6wAbK=9&=S%N#o+0}n_se5~Mb<)5Br@7e1_4q>T%$DEb${~3-3oyVlVi5N!+`Whg zaLUZe&t4;En@XWVkx)q<57Le=~ zXL8M*x_7_}Phg19P3e#$MaLgY1)S*LTYI)#eP=eV@d*cPx-4YH@E9as-OODNjft^2 zO)isN8{2GPh9-=AXWLhEUN00ia*=J7QHQyvg=GMtNu{jOnL%3x5Se-!{Ez9)HxNSb zIXopLjfX(P=-Gx;u{^9K9*dv_kcZja{WRI-YwzABaI%9OX+#!jb`IMq9o#>~weeBy z57}BthCHM%_Nh8~Z`O`~Td+Lzx+Es{_ndzeOk>Bmo>FLJIjd6c3JuA^*pid#ixg|z zb0hEfrSYCdFISSPhk(|5qw9{RgW>95BGUGBygj<-zhkcGF%B}m;rerYoq7VprMT71 zII;K{r{itQF*VvHPZsFda~4b zCuZ{*CPs4UD}X!y@`vH7^&wo8yEYI_R^R%skt&RjYOp2|_Ps+L8ha6b5&K^r54f_l_?~X9T9cuU$6*hgEJ(BTaM3`Q z0xHajiS57BpwYPwAK_$~f%q_` za09Gyh57{OShw&vUz(<=QBvRCLPQTVt#Zh^P{6XO%8`@dQ`hFX0&rLUEE+CM2txZq z{vgIUAV|YVWWiLl(UO5no~+IO4QI-=Z#|$oXvY(xNdc!SFJFLXJ&>I^mJ>)U@b<+n< zn?F$Z`zG0t+Z@>;W0De2V``FQH7uanwAFl8P={ROb32<6bRQz~54d)^_qHWDAzTgC zZu|GHG+f*5Y62LKZS{hy0B}93T|$u0F0uz0;we04Ny_rL7Eq^fd9OCxzI!2>?Ajy` zX(Hs~Jh@ye*`R}EHfKXR_#wEY?P$)|P z9ef+uge7-YYLvjqrAx*$7t-!>>GYE^flvQ^J`p$gH|#Wu!8WI5xNux3KL8+Ja#~vD zxbHJw)1*D&$6$!4gude-$hXQ7r|6Rr9Z<=Q7E26yTXJkYz~Ey01`D>h_!_H$d&Ast zRYzxDmvL45xSYtWS1C_2M1`dG{Kz^p#o@G|oNAIFp3;7qoJK3gRo=d#AlPj8D&Uz*O zd6s5i%l!!XLgw7fvW-$6qZ{U8efrD`>YbaPJ0~S^k}EBNo+5rbDhun+q9k{O4=(~0 zXTf%B?D${DOBmG;$_Q*9vCjRXr$Vqa8eM9elKD8jWO!LPfTqznm7_L$*FHCVq(W_TP}86!bq69#y%}B%*vDn%YoR|* znIaNrOLvFf(k%;Z`bG?i#D?+4Dr79~WnMrT&gc?7_@*arSVT7>4wZzXtb4Dp=Lh*N zgJjI5eIZtIDOj{vIO_R8lB-RpDXWRSnjR*E?lYRb!{#)KIEx{?H6D{3_H8cz>@lzS4{HH$Ny7G+x1QCR~I8UNh7BFICZJ)=oRUI0UY99JLv8 zBwkDSG283GeII4J7E;%OGT{_U7sHMgbH>vdiAb+^MZ0^4QR!X;wLld_S<3EH&i>1_ z&Zk&nnEpg{@C>K4O;!-~$5b|2Ni8=P+!Y*gorQz{-8n`?j^I_1Q_(MHv*cQ^!Z*Y) z6!@CR9kYLzIcC4Oqu*1}&yUMkY*6mI<#r5qSr6+C7sp3-xb+lura(&k(s!X)C+fiC`$zhzOEH)8sIWQ*Q=RYH{%XZ*As}X%Q|aIi z*1Oi|PK7t;Y5d5;6*e{9|K{q6 zO4}H0kx1(vo=U}ydqp-pS3>L_)$(#{`bz5C%AlJGN6hXL9=<>X@A0A}PY^dc4|j#R zdy)Gy&2hSfaDMjOPJPMKl=TG@=Bip#+ur=nG<|w+)AT!jw<9F4Y3%5`6E02NZu9zc z`}hZax*d7u{kirkeJu5bKH-^-bXr)WbuMKLNZqYApEZ+E807Q|PahjrrgTicpQv3B zFWXbdFd$y`-(W17A}~=2Y&BFYtiO*wHzu_HcWhg-gfecsJhJf#)AR`Kz|o4+@Sx5o zVk(;@*D5vR+{(-p8!eL;WptG*(8`04oG`Y@U}v7vn(5g5EE+cbK{1~2waV(3!4rNI zF{eAmyiz|wZ7?8nysTU->`AbdPoMa0H1Y<>SIeX<_q!%@a5jpu8c*(RHJUaUoLHHcB7Q@n8740Z=czyS4vpVho&g#j?3f~t!ge? z8yW?s+eGoUDPNlocVsrpi}geQ0LB-}i6)?nBj2~Jo*6#Y^# z?cC$E+ioRdPMC;xuh|Whv*gyIHxlUT>Y6A6d{%3McrJU(OU=CAE442oL(`1ds145V zQ@=t>`=dFlm+`bQQUPo{=LeErd3UWKV8Y82ZcO`T?9?;6oSu@#xb?FY_U%6sADqP0cHjJUq;%YSjdh=T zqhgOPT0*)rMg*mJ3Ty{R(Sbw2<~?hZFX0wNm>1r;rVo^;f3=7@uC}nA=bDAhxo}D( zJD&%cs!x3x&6FT65+Rz3Vn8Q+zsE|g7pKB^WdBT{-7)jHNF7dzJl&8ZGf6RoBTDD7 zGIj&u`n>%f)A|dGLJ@nT(_O+rb#$;N7Hpys8m#tonaK9Z!czJd1|r7?%5*9za+VmS z3a;ymIBAt5lI~rxM1Kc_%YER#`D3ZmrGL^NYp@;~xreQ?&FE%3MQ6$D?1TG#_mScX zR9jhTf>0CjH#nUrEHfa8)n1Tpnkx0iB&0&rD#1PKm*lq8r@zmUx1YHXG6!2_NNlX_ zwL~GOuFZYhvm#udn_(p05B#vm#lxv@cWvvLhsTe1YE6YoVh^awoUMGWG+*QkFdB4L znzj}^A+hTM{!&>h5`Wq0tS+vLbtw&Q1`#`aHuPDG$%gZ^okH=G?ve55HXa(SO{fYN z;-e{$Cy}?1`I1z2uynBgfWE_xPX+p{Od@Z+3k~q6%Y0p8?K6rOrD;Sisrl19ueX~? z3f=U=%F}i|Q~J(g{I?rgR6IUvt|Z9J*Ps)ezB4@KOn!#}-0uMrWRN57nQ{-6b~2Rva5vo*&B8j_-(a=$LJFeSe$- zE%6{$F{Q#LAhd4aa@Nlb*REsJ9adOU7i~RVVIU>xOIl{W*2`_%h|3E-v1)P8n~OBh zzZ?>ZZQ!?6s9MgUBYYmFq4<`us_e)4iuVE4B6Y3%rfmR1l{1r*!ZDy*9^(37B<&~I zzOYCN`>tratL?L>CNA?`9PCTB8lTTi3;k`qxp2)6(E`H;sWOOM-saL$(g8LPJSsk@?GtN(; zO*{=I1?eUQ0+j3?X`uR6J`-qNS|}gkiA1j|Dkiy2DIny2dl)R&4f1Qwi%0x8Nn-=< z2rWO>wv0qxS%%C#ZOzh5F4!X5KY#pRoiS1Dqo*XdukfPNAs3|IHc*rTfxFS?7SnpRFXSyTuy^}M!<8A6<>u2JjL>$pqID>?NbJ1pbI z{DdieD*Eq@q{;Bh1=o9#oS0Y)(PunSZDKc@ibcgCViC*dVUfG8{c6FB=f^8=3FbC| zrxnd^>gM-N3TwnVbx%u%?@{*UJ`9k5Y>+nAQR$*Qe`pRv2n}kv&nAVmkIvB@Qxg8_ z`j_g#fm5eor(tGgANRS)As?R5s{*0Xh%}t2P(VBY5#W10hfpiM2SF|;HH4*;y7#hf z24S)@K3^ae8vSjFvu-51PTMfi$sLxiW&K2Zh(|Jr;)+QhV+gjAsrz4A)fe2|12_8# z=S!-p5~!8k??ys9bxJG>b-d^kN!B zW@%AMs1r9yGeM8B({pwWz0m^?%WXetF>T1i8#(s7!ny*RH^BS3PmBlUuUj=d2_|z6 zGK7zD&3~ai1?Ip!x0(3IYj0^^xW}@OXe&0cp7-WLEn_SUQVZov$6_P{7}3lRG*zCa zZ2QMO_hfnZ?IO#1Y%@ck0k9o;k1M|U6Y5CpagsY7nq2dz@JtVc>SXE9kS7A(MR7heYXV?Bgt8l7tB5WP@je@fvb|1*HD~)19e(92@>O zJ!Y+?FFv-z?X&PBew`z8uQQb)HXXWa6=ALUZqf`YsB6q^*_9PwD~FF@{BVC9XI_8h z9--bs+<^z&!H`k)26)jaaosdZDtwqGN81+sBTEcHFD*L90MhmU$NOu`_By?l*U!Q+ z6vXi~PzI#QW}%og8`J^o)@pH(!llT>fn&mL@-n~N&jRdr^4aY6p$ry4Kq@x1N`LBfrUSLT2XW`B+Q0T!wevkteKG9Wea7%<9z?*_rD@C$K zvcE${5CKu_z%O&b-g)u(qR)8!opOT{VA3TkD*)_az)6XEQY`D30jB5jn}WP;&b`cA zA$$5^871>)RgIONKv_T%H~HtdP0<2;mS(j5 zg#lJsGD-&&do;MgwRY|El;WJ~CB(_=G#Q=Zcrv|W3uR<#BTyB~_^+O~V)Rh})S~!S zNE(Deq{3Fg_|9eWey=WnKl;kT)iCXlz6a7#o^oNKN^CN4h=0NBgpuX(QSrZO{y<}VstIG($I>eDPGS6 z3D$=x(&rI#R-p1=aR^?b7$gpz0vkXcaKKQ!CJ?3pF~+UweCx zUuoA9p?|1=gG7Qanq=om-?j!58y9Tz8MTS1Vs3YKL~+|yPm z$!Rx_-w*>bP;y{fjo!qh1d*|0@n`r>mx-@$x~|2W0nBKzSu^y9Tu)2U&&mo}smHhK<05_%R5~|8G^N);Oi4VW60k*Fn54YBHltQ1> zFPL}K#{_AMrOaBxF?>pnafc5^y0_c6-<+}RY{kie=yB?MDP*Vy!uVWUWvbE?4w||5 zC>7T~Fk1gpo{(tTe^_U7G1c(^nU^ zM5ejkjM4@OJyP_`__EpU`0YCQiN1k{2<(2xn)o}fPhAlL#~9oO{ba4BNRntEvHaHy z!fc19`@ELgQ?(us6X@ZNPq>gdE?-h|x&NO&v8zjKVsj@}oheInwcVyL5FXNuRTf1V zc(fgx#oc0Mr5@$L9e`f=?fE&Dmfew%)WNFIx$xrUHt4fE-2CJpiH@d8gy%oQS9|>6 zA5R0f5E=hFa?g}&Qr0{-0Li!X#gp4=-rw-K|G@~v%9F(=ET*$0a}R`&!KSey&(hxe zuG>DxN;jtZY?_9(itMu|uO?|zU*BmhdR?bDT*wYr9A`g|gdzQ#%W227wq;L2yDSJQ zH8v7e$X=;fEpj#`K3jxHptOrxv)`6EO2U)Fo2B^S6%*(O<6i_y1}E z#E_~ln!0o?oL%B{i&A%b!f%%@n{86y?WMZCYhXNU{0~gcOz8#$8LgH;;@fohAgiY3 zB!4tl0FOCku9kpCtZsBk^WG|edqX7e@j7F>oY$P^hZF*M0-iP%=nArLyG?h_L}dZK z;b%BR+??%bbXaJ6goyU`{W!G!c;DcTz({5Yqxs)!gcHRD~(y{+mq7AwW2;a zoi}m56cN9kCu$govs)1BXZ=dhm1GwVrz;);`e4Y*V&`-&J>n%htIG6#KpZ~yPQ!

lX*RIM*de zWp$;XCqo-oq(Jx3fO!^jC4yNSlU7;2IW&_juSyMn)fFUCD{K}WKc*3~>Gzwqvh@WBjhuBI*5kegFL3Zm)m3osQ=@=ei!( zV?Q3(<1U+(GD$2h2#InB#+MkLE1o^nFMi@U#n&t_pO!A&(xcRCx zZ2YbJjhGSK8(~E-6Wu9P^;9K<7XY;t`uNF$bzaWid}D6nM2tEnD?n`qN@$+$A=@e0 zFaHGOpL5vBv>%Tr(FxipP`j-FRp?=)#LMq5RLx$FnwIrGoKY`1^V}{u=Fo+PgSZUJ zeUTJPmb4VR`x~ct2ctwduH@CONsU~)ku0}6(YZTv+BbC7(cY&1xfyRL?EO8^I%J{~ z36e(wJC>K!vo(2O?`eOf1s13cd`Fj249^y@ovE{y8_Zo zjKByAVarS&*Apmk7qoUszVUJY#sVnH>V0bE_1!f4!7{@Gh4JG}O562$ejKHILSTW8S5a^wZ))SC;8@7QLzq+& zA0DkyTz~n(VpVsw>6Vt8v$R(2ww89! ze8s%|`mSS~$nJyixsgYn*EmUeBVgpb;Smm9$sFdJk%ogA{f$!5+OEmrE#adHjEkXt z5xoJ;%S#`2o42~cdkHc;i8yY8sgJ%@bn5(7ql5~*~ zC1co4;I_IGPc;WUewGrs@5BEO*Yz*M)`r z(z!?jP6lkfC^X_d9$hfYhpfuk{>k7&md53b|Ae}AGfP5d4+ z;quo3pP_zZiENcHE)uQTVz^!RwSl2Neoh1uY0bJ2IN41EzP*A#wZ&*msm2M<7m0?Z zaXG-<9Jt{07O56iCFudVL|@UftG~?8lXwT`5(ein87;oYyqqiyPB=6ZYU)F)cCs*D z>O7cw>aLkd_X^DP>86H#+_FG=wC#w@$IuLs?q5qM^%g@WD&lGVYmZ*TL8cKrT=pbc zZ$3XOKQrODa_!qmETeU&Z7Ip7Z+9>ZIxa?oL6KJRzQ!-})%U2kY=IDnWvg|Wv<`;C z_Bm&}T_2_z!NJfG2(B8*>>J_foAw*m=q#U4S-S;m8GO$6s%a*mimoZS@%Zs$S?koa ztgjIx<6~ar!hPm4F)E1L=1Rqg6z=$iGop*RWn!fU<6|v&wFa>ELcg6t%f}_#kkl)j z=C6UZ9LQ|9-Ci$i5b4Qo@rH!?A0Ah9lM*Lb^E~S>_x7hDMGDEN97wBe`9*|$OI61d zajz4u$FA-=-ZU9TS=n^K9~&~+ExH^B5D`M@96CdY=Vg++-WjCKpGl7aPJlc6cI(>} z&2syR#u;Dj*QZIG?(26M-vqM;LBpTey$<8P5>-|EEdo8@fvwG$y#yUcULF2E6h*0D zX@%kSAIaDp!#Be6)%?S~2C15^UiQQ5xfJl&mE%+uxPJKHPJT z$R_<#X6@20L>L|KLqfheJ)1nEL6u`MO>b=!c;vUnhDzl|u9Nf1T0jsonwp7E=M~MC zDpcb+GaKK9Fs1pCOgWNSOgT{P8!5t=$U6-?;^FO*afW0;yF>a4dvFuFG2eW!V=m@_ z?dmE%C4#~-rU;ngFm>tnIjcMhOY+q(<6xMIwg>M#A)bF9!8>5B+Pv%wEoXeLWzZ?< zoxy$^p`^Z?&h@!{1h3%yJ5cqg%k3Gu)st5sNXTS-J&0bd?B&CUw-0Sg;3V+ZB!6Dl zIrInQekH|SXfUK&{DZ!Ep(qcz^LGq-r&-gn+9RWT$QyBnI9p5E*Q<83w#uzQJ1iKO z=@i=`9j$$8YLFA858@m5zX-FKZ@Q>VT)WDkfBjUrQ=I{+OqiW0KbPx^lH2rL_7CIA z)_tyJ=dpK24g5134~ssfHA=4$wsn!scDJiin}|aEny>3=6&?*Y4?erIz?bu|oEek^ zR?=O2m(|iV0$hBpT1%A5Pkg9Wsyi6tr^}R%?muEBTOnfsSxT}D!d%`ai+|Fuq>&n# z-O}g{3TgJ(J3`G4YX`tL0wc&$#v;6-Kl`r%$c z*m~w{&XojO#gv#HZmOY4)0*0VeA>ov4&^-^t-+$~PoE^qc`UqGN>sqL%ofZXLQ

  • (sCwS#4?nGpp7$SMwN=KaeN@xGw-hrsl>I4M zm6kzRez1MHOtn20Hs(X4v{4``=a8y&CrxEFpI{_GP&n^S$rC~JZ;=mj*#x}E%>8n> z?J>y-(x+%Cqsf8Zqbi(`@4i(Nxjm1NFyz4}lVkNn$$-MK}3)(W{R;yRw%J$vGN zJxoq6KGp@R3u!C0i&$h{xz%47n+A}ejj3~zUj&D57@r;@&e->jj_KGf)mnKz6`Qbr z_A;dF)j*Rnj2-}K)@o*Eu>nh=7_6W~sShsNr|0Nec?{aw>lF80v%=!X-smsVa+Olc zlC~|}>h_dOvb2qF=4`Wdpq!|edj~LJUK8i$6zwrlK1vE5Z=N7@t_?dMOsxo}hXI!+1|XD{y*?LLvg7%jELF`p4vP2MIVe1@+f7eg^|Pfl_wn`F8hP)x&!2=NDpZ zJ|yM4fAhsi>elIq;$P=+=+T>$z^?i5S^iQbhs15E_{0TyC+FkqA{E6T4>GKhaKN+& zUx9%G)qR$ZGA^2N_E)rg;OU(-0nBYH_2D=-kTe7J{(Te!j+AeCvu`=#L;pbKfnwN{ zJ@}!6R~V*H9QW&3vM%K}{Ew-hXo3;98FUN9Q+0pl7@(s#cPiyHD=<9+s*mZwfxe*t zB&xBWV!!*#efi~J;Yg$0EmB-1OYm=c^5-|7M5TL$Y^@sSUkyA&^B*k1-HIt+DR-Ao z9c><_am=+xZaaJo_t&o{%Sl8QO@fXqB%sKvFSqNmI8^mNY35q#4% znPjo>O<3XMUflF8Uhs@E(r zKSxd~T&tIhuBqql?#Tfv$P5;T#)2M_j+4%qOU%-Hom0cd{hTK^4+Km0xgVOa2a#cH zU)t@6;{G{Q`K{I3SDt?%sW_6Pi7lmnA*lf#b@Fq01a@!*B!3#hkxRQS?=~k#Y^{9U z0c}2XIYGT&U~#01^Ia>@qM)Uol}B4Ki1afE;jz!=VOyfAB8;B8AUg?}7e3T$d9d3G zq=noYY%I7BzJL;3IhP<37(q6vC~fqxsU+&cjX3W{x9H*pGN>z z_KG$#C>2wYAdRm>MWNbnmullwr9SdrDi)3 zbydm+@zMMuD6UO$WT_onU#HhH_Ga8lzu=06hW8rOw5@4O2vcs z4qjb@KD+RbTZ)K0n0g_czRr8>L6LeR%Zh*d3U<^vYI#M4TuE{-ro%4aA;pdg&ES?t zH8^Aal?-*KOVuU0wRdE+@LY@?>{rDhE%$+mZ9U6?!kE+ent8U=rGK$ z0k!S_{xcQjNbS%QQGA?sIDSXmILM-Q6|Gn7zyFMjGg7^#bJ_fRA%K#CE0B=?1n2)% zaJc1h(!>7O(Qsdb+G2^-CYq__=@BjDhVN|_IBP8JR={~P9Jy|;WjF1z-1~J*l1jh_ zOr&Yt`S+abZTzkAQ=@&pV_E&^$6|0#(p@M})x5uN#m2c=u%FxvKQ(fGW(HBYtMKzz zp$#Y-5nC6x_b~$O&40DH#FT-)fw;1}Hb;eWGzoQ1jas?u=Gh;58G81*`hFqQ<@wp= zB3l7ex||bSQ*>*vsW0Ef0^=S?pr8#x9`hVs+*8aY4{7o9X+MOD^zq5PLGKLgpL0;Z zD;{qBGtc9?s~Qgg)BdKA4#X$M1_*OI;_BqqVR`-E%9gYX^`oSb_K*3)hn|IAx}e*^ z%FaLe_##qkK`ZdoVFeXVTq#H6DCl!=)zi=W?E2At9xUvSSKJqo?Vl*GwEwOUpYgji z234-a$%7^h<rkCvKF=>o z$HV~pK$%#l{O`Bs{Q>nOU1!Hi#?gC+jjbxr~ggWEVula+NzgCUI2Z(|h6;LhtcfBki0*LB9(+b#qM$o14-OP;93ibD& zKrIKuSDx(?t)TwMVNUn56a@m~r0 zj&*P-sc^u!`&iyQP5X;3mqEDNkKxTiXB1la^B(jjIhbiO5<2bn>y(b}?ax0{;R1t1 zeCG1MKL!^UWQt>Jl8^RaRsZKJ(r|A162ikJ$L~i)8i_hdbI+)|BhKn6cdAGAH|oTs z0Ocmt?b~-$u?Ro_QDglW;Kw@Sht$ad>7bSr;C8(wT*#L6Z;OP!q2iuwe6u}iYm7=4 z4rHJHpqh@Mi4={MfyalgO#WY_0v+(cGg^Z^KAfokAIFY76r9f}hCEk3o4m|D#>=N9 z&9I&)>?^YJxJ08UGTW6LF-JhFT5@Z|nXBiGL0gpHIGDB^x;T(8?oWe|0+%Dmd(=kA z`&P+yDq@8LG^d)0zv1OymZSulrpp|UM$RKe{bL>=x^}@e;0JWNJe(^ zW|iL5vD^n5@<9*9HJa_CdA8BhP^Q#RyQXr+L4g&gNlGY8$~nj?Zxc2~SMmUO1;5Xq zzqXg{4oRjeuA?I2tv{96jx^w_HR5207x|n>$<}G9pKiO+LztgGL0td~^%b zn_nc`4YytII@6x<_(nWUrteg^y`s~e?T1101|u*Y)m60TJeR`=d$cP1{tnip?Zpt@ zfjCin;bG@}q7I|RK)D!&Yy)4y`}S0rjQ}aKvAJbenonE*D7Q)SAXED%{V4y?UZjp# zRaI32Pa>wLb-|R%$Q0GmdQH#S?)mGsvxyXZuI{(Wu;%)6g^BH^Ik$FJ38LZ%cdR-@ z^96j#dj$4&wzL3FNPBecCs{C zEU{k1zW0=b#e7`g*=paSlW zF7e?$Kg7OuzZw<=z5DV!iN8v*b#S8;;byjGUHVGRRos*l5zysrsV^$(bG`VQhz%oI zyi5T|M>m9A*l&oQib^O>%u$MScWqy@J!V;U^brxRv{wGW!=^z-on}J|uv3nij`;GR zhpriO=5xJww6~_wSEeGI<@=IY>xF4cwNc9EIEOuh(NfLE;)r1@-7P(=*!>+9 zi5G6Du35c$$ki0ZsQDQq+X;KT-6hRzjNEoDleW{O>eY4fj8y5w_V)b6F>74V<&I%~ zk}d&l3rlkgl-#m``f!Yk`q{4#gPhIQej-Te5Ao-&x!B5mWyoJVKk+J~{u}lkQ|41k z)%X!XE>Uk{&9uae)hivg5Q|zD2?_Pl$V!Q6KU0E%rLwIO&WUQ}P;iO!ktL$EV4{{} ziltKSJo}ROW%czJ$WhUQ03J+axWslMZ=k=fc+u$=XjY>q$Y3xP&K4n)UfZ2@1O%tX zzpX5g5Yn;^E`a$16cZ25d}9LJ*jRyg|InF^lF}=?)~(q$D+S&8!U*9u4JeF9cbH*% zb6gq)3IPTLRzG;<7^AaEz0}I?a{M4X41ynJ#hY(^XnScgnM?eozykV&T%r}^o< zhS}}y*n;`SQF_Iz&Bd|ya8>d^$OqdT)y36%$e5@^yFU$p7^gAOD6(0k0fTHW&ci1| zd`qnaWmUd>L`;?3E8@D12Z( zQ9m)vSZUGZzt+Ol(0C1CY2Xr#Bs}uHng2!D^nU(}SYhXY%aFZy*jKwfjN$Q0%wV>; zU|L~Z;U$P{W9rmI2N7FdkjHG7foj^Cxon0yk5sYEBC%ID0X?U`BVxl{yWVc8@*#Ww z#bOEg#{4245tr5MrM43pNG*9aD$NxgJ2&tBoJJl`r%oHqx%4;yQ=p?zvWefIUs$sA z(bP8+CNyRL)jeJlEELQuC$`<&y1ue8uqX&FU%n~VhPOwJ$iW9YW`s;C?;S_V1aTq)Tuf{W5< zpeT#7Fdt!_rnIWZ6mL=%G|@KXmpXeDca*_l^A_ZDO3=e%&yKSagm+?iblv@c5!4JG z)2>r2Foh7rl@!nh)9e>Or6l`N(J>D-7s1w%+y{;FHx2*^JzXaOV8f zuWugcuv8fjfEmQn9UT)pxl1cuBLYqn7XWB2gfJ&!4tJ*YLo_Wf_~09ZPcPp3gmaK& zKAY`suwNAQeMmfWo6sTlq`j*t*gL{1Wbh^QdtC@aa)oOk_ zp)NSqV6fCape~8=@yB~$#z`^)C!!h5E=XP9@CMVYk#H9=54||ad8Nx7wzPojvGVEs zNDyf}^b|>ePB;NIu-V1*CZO+Et1W6I6!u(fjX0Q5M0lcJrm<}=3f?N2txZ#0KNXEm zaT$WA*PS>3C%fbliwkDq%YgyGiMHiqHKo+NFO*dzq}rnRQzP?Fu6*^lkwSBcB1l9t zm}6c@XnmHEFTdPjDlA`Xd(CE|%6*LdlYjI2pv5O2qCjgh1NF0iX0W|4px&qd$h-39 zPv6dk3r*GDC`DH`9^fqr_)&F*#sY=efU3s-;6X6WS61s1ae%l-4VpZ(4ayJ;uqV&V zEM2rUS)FzY=w-#p#feRxr8D4myr=9y`UzzJ{PWR}t+&8TiUQGTj=!i^pf4dqeE!l!ttzH*`soZvYg9YwN4HF%(bdwuk`gx)9mrp_HT%gx;lQ{MidNz;lf_NkfN zXm@j%`)T!=K>#gzS;f^qK#iE@?o^5*$H({iUE}NhX()gXu`wNWQUxMQ&1{uFGCUkj zvrw&KGjxM+X~ICE+$n5&`4`$f_c2MZd4;pt*b@k~bj z^{39WkDGacaTY8+MK2(bG_$*R?{Z>;L1f808v{?;bVxYto|kOTqDIt^bqa#yad|{djdD%<1+4Pp1&@#Q;5V=zxIedIiM}}J*McSgO2WgwOkZ>|Z0IuTR)UX(XH#H0Y zsn{F<5GDTt+rBye1EEV?Un-b_GMBp#?8oQcOxoARCIAxTF{D>d^O@2O{iP6esxS`w zZcXfBpA*yw0-^T;_lo5Q-Sjj3jTf1X2OG#gC-S(yAU{ECTt2Q0hrwfVyT;XIUHXj) zxb|cqH@ej$UXt81tq7bsF{BMZ`7X#-^zV{i5g%#D(d%g1@aGg4sFlVK%pc7uJk14{ z3Jbn^)R*>-0`Ye2EehXbLgzB9Z+32efEQeLpg|6`A22qc0M^DE;KnJONFQ*eJx<_S2|C8FJq*%AGQUs&&Ik2 z#&W-mR-TeQAsh76aqhJv;;UEwKnW4!rl1GFDEF~Rnu5&#{qz&K=ls=^Bc&>DTO#tR3`Z6_&^KXj{0mLrN&85nf%F~N1RvUFy?&%)r zYFc$Z)tKyd)l;JoqI4cPG%P#@B|N*3fwG5#(TXjhTS19V&9YtYCIB63d}Rqf0pqzuUO4sv~R#f{I1OWzz7)t1u-*WVj}E})#^-m zjEsW4tdA{1`v46qyHYZJOg%p4RRu6Np|$`to4p5MLv7bO<{nv-c1nqJKtw~BR&~W^|3QYkaq+`(A!%y#k7n{5 z-2LVU@)e*`UPuQejOIEnEJA(&n|ViEF~6*`KrC=c@rjC~en%?7OYEz9d9lhMqS=C_ zbCq~@xD-GB6i&}$8|)+3TZ`JiHehh4A2DTLegM2nsz~6xvMXm;gsp&A5E`91{45fNg^xfZGL; zH~1Rc#`E0g+AnEMF`4V_5s3g`e=Ngxi{<+~xQ5X@VuUF&x%!L%2`Ly{Vyo-lFwO;C zru~Loa^+6EkVrj;l4XDemGdmJroQ!q>$n$}e?13$@H&7O^9KMNue4ni3(X5bhO50^ za=mCK8Y*Ar4avTx6BnhB;k5aM4d7F~xGaKq-5$R1Zp2yb2}&7*w;{;&apY}x zsHd*OdV-W@GOb{foI@KgN$_5C`q~q4I=t^p?%}R^Yv0En%^7d3mvGV)0Jr3(FuS7{ z_r(IOM9%iUEFzg^+pvX`tr0a-WnOt>vpI~!n@rfr4=9#?ndasE5j-}iG%}y#>()4f zGc_I;Vtlt!Zo4!Ns$>Q0_64XuwKLUPikM3loHV(G_(ww-N~AE?E70K{{R8L*p@!Cy zklX?oTE0Mvm4Q`K=iETWCS-W8T1t#N)GY3rQv&9UX4k*EK#K$n0wWE%a-OAi2YPKZ zg>w|==v$SZC1zLFZrSS}FqMjj1LwNv%{3Nj%Ykx!4=3|&e~|qMciLuY6<1{f<1L(Q$x(2puT%jrLR}S_lr6SM3_%PVB&mIO)Rm?t#>bEX5U&(9!zzVm-@w z--)6^c=3ZLm>QXXwqz1fDuIKnx|b3KFWgnP_^ znE9Sb=5zOnf{G#&Y@{3*OH(h_mhf!R4_j*tCSb##&A-i5J^U_6T%Dz;pp~Q_giJxd zCzcDIfC8^+wdKqcBsgRfUKQ|yahqNx1TlR2*n5^tr3668{PF`xBhl`kva_N-T4nw9 zz_)xZDGwB+v1o}{bMmv){NH_aTUAh+RfUAHT6qKLJNZ6p3!&%-R$9}oQ{%wQooO}$ z@umUdt4OoX_8R=+9Bg=LI{G||21p;x0qAZ{L{5invaF0(ss#sYkqSVVY$A{<*_<$p z44%lA&%}sN)u=5VdSJ_?lB4?pobTit0_KIwi$sZsnsG_dkhhyo^2PlMn~u{(?TP?- zFHXppd|hi}E?o;;>smGjsU2Gd5OBXCVp9Y;wGSz3<+oKyivIz*q`4NCle?wOI`CXC zYiERR53DV%Bih)E{pk`Zd=j-~-mI;yO)TQ`X93&Yb;0IPpai8rhDR!%W5M0n5hO+A z+E^^hw3~v3%bmol=4%f76_n&aEMGsO`(xO8;*HigtAgp5->-$0p;^N2*&_Bw$7g!t~3Tu=ERULnOkN^Xap?>gTgai;fg~H{U5Hj|` z^{LOuWYt*Bx@OHAai8a`wkt7~unq4sszO=WUPJ%{oD>UxZ(L(>bBNWlpr?M#D!rpM zUCpE~-z36f-U-w@PKBPx0>{|Ew&+0m;lqwl8ic`n2UwOmnWf6$6m0v~3hvzVM}wpg2PYp6G057q?!Phz$>z}hlI zGqCc$4Dk;!!a%IeTnCWp{`cK(n=I?Vt++r4`cDvpUdbA8Yf871ni&%e`m$tv0LmgH zSm)z&X7DX){P{Q8?bZ^`aEGv1_}3}}m?&Spj$!NB8m|ayFhk5Tjpb0u5P3HaF8-Ih zao;#f03YT0#eZIUJ^%bQwrvu3njrIYXwdDl`HPOPa4Ez-FMV+h<1Au~a4G>a3gbaS zw+?93+o_7VOd1TuU9BHlSjTYL+Kf)^@7g#%QSs@@vzQXIU8!@bBODuMF&QqQvzkSS zA=5uMNF3Lo7LEW1#(t6`?34ZwtddlHBEz$()2oCtI%rR*z%ksX4hryN|I3mne?E|6Uj2J z+2HN!8D__Ad-5CpQWvK9@@YH4Ra2Ik{`Hdpf%{1)ab59T|M~^@SFi54GN|hVG4f@G zDw$y4gbg9?#y>b!#BjskADP<&6`Y_|AR9sV%wDrh{j5kML$yR2!29}G^Z*6qXyo?2 zJk2eE`TV(VuV3IOr03DTa>tUfmb8rKJhcKnx!o?*tww&2@;PD*gi3brIp%Q z`JOs`?p{wFhwT@)yOIEelD@IoF17_=(=W0~0adO7@KvXjf4exYkDN&pT-11sZ~T2P zI6Ek^q_S_;FA?TE@!aO?uKRK$?Tvgn^>rM`rkc4adnG8vX%6J2YG;1<@BvwwtW$iN zEZf7j3nJsu&{~cjKYzo% ztUAP^^G#%;@wM%$Q^w@Ns0h4Q!%MiqKQ+`q?2rNk6Slw=qhls)6$l}_q&%E%eLIO6 zrASejY1?@+Q&fggp;fg)&&f{B3Oa(9%5|BIPtNO+`ukyfaHmw*+RRvy5jp_8XtLF( zzyrm{elH}3gedKB?1+2YT$t|*5}-)0A&|T@-kAUC#+-tQieuVUX5*;oqFj(H9k`+4 z*Wz1codN>7vjlX51bCM(Yc(g!B;UUAuxz^XH;OAF%glK7g9m`qze9)_T=_y zl^I-lsGJzLzh0YxFOKjzMJ3$5l5wB)>o;V*%jR6v^6a~*;ObOr_^Ke08lQ|%7Sjs# z1u>m4NN@%#&U1k>>pc!1n;;5tVq3&KJd{VAvrjzFWMn~^0$)STGRB3nS_vTy1~O+4f^xbK*9E)t^}G7}oie;imTPW;iKE|a3y6eJ zRu{#5T*oZsOE%@)L+W6=@R4`qqQNyYby{|pMyHhR9Fp08_@tE(?;WnN(~H?ze}%*W zQ^^LOcsy~vKIeUt)^(6AL>t?oeeaA{n|3@HjO@lz9iaqc^sYmdnkk(5iuvBWrj|r| zAsue|)@Gv8l>lGaWkQbRpwNI!+uN;tO!f( z!jeh_$3O?D>N${H8L(*ZZ)!%u7PCybhk;HBMSwGJ72go;#d(WDEYvhDeSF*vU)7vW zZuh%Ea>$Bj0a<Ug32Fo9NLKQC zH;vxHihBwp?61dLvNG(bw=dO6Z;)foZQEPWn6p4k z&l)_dV2}`Ytz^g&de}E*EtlM%L{|;=K6L@@W)rVx+H*ju zM?H7j+Dj&epP+`Tr^O5sJ7gp`hVSM!hOs@gUKpelXI~B!3E6Ox{B+TZ0a-DfZIkOeI4!>I`n`lv8%p5{7eW8XiQwslCuA6xNU@_;}MSwb8w97cp(R zYl0BiYIg)2Dzg`z17+;zb0Zi7Ms~*#_HxSh^VpdSMFv`nKAud2rk~zM3HrwQ4b$7! z@|>OzNF~dq1!c(0E?JJTXIRY*FXppb!rKx%2-^VQYMqG`1-HwIlPIVdIHY%YQ8g=q zucwfc{d(*03uyms@AE}ec3$NunUYFDPh^dKu}TzmQtb+FT-I60bmfOhC3c{ITJ39o zJcXO~wU?f+gZzV77lL!OQOa#OR=c8p#I#RKu3Fh*!fCt^1|qS~C|N6x&Qrx2wPI%D z?`k#k0Yn3n^-!+(?MOohK`Crvhlhi9uqL-mIb}1WwMA#Ul$`c@g#l3Y#s>s2_@D;; zv2<>iiZ^&TE{xG`P2xYd^L_1ck0R}RwBK>wMs6`-0EIXF3en715(^6DfK1VAl+2Zx zv^_;_LSH)7)NI*Zc?v9WQJAP(ZMO_V#01*JG!S)XLXd(;?v{As62P0SiR8(@{K6=! zPTS3#(#>`%jM+wdbi(ZeWkaW&nxjI(e%Qymwb$?==_NweFj#syUVOOS%BA?Nk^Mb< z#C*QZW94!uM2#IRl?3}L(;I`dLV!OW#`}VuFhJGL>~SaYBuO>07D4+_|>&BVj^RK4C;6hGR<`r0M3Zt z>@^#!naC0)Qp6x1G^-uX?AIrXdpa_HDsQ+*$FO|YQ(+Z&Pgg;1uy>p{E-Cz3T>GQv zl-Y7c_1d{fx>0N8zLeQr=ec>w1}=*TTqDdMw@mH7B=w8@;%g>l&Uc|GYTAA1NV+ zT>1}Yibh3MZ@Q(hdhy`BUw`Cw;ZDU9;E|hgZkNHRsrMUbRH0>^qEod}$etu(yk()C zr((731u#admuvT(;}S~Y!yM;0)*=OXWG|~kIBn~t6fY>csV9QqV8Ro|79I70EEoHV z>7yKw7LLh`J*z+BRCsS|TuPXLFhIpxkbR@q+t6@(qy>_G?FxWKw{I(bNo1{QIo*2K z;3~bg$Xr%~*j*)OoMa3@}8E zI|VU5K&Z8~oXs%@CIHsg``(NSO(GXe957w%#8b>O3_{}+op+RZ%Qfoa8f`IkTL#DHC-b>%Q^{_NecB;3X=U3*x`PE~-5Zl3CRKoK)us=h$PMI)V8~ef z?L_be3ezRgQwl9=v4D4X8zysmQ{NaWm+Pbk`-l}o8eQqS*o3B}a!oXtp-y!M(6PaD ziETFFlg3n-%^UjWdyK?Ro0V5M>@2&>8|fNquxQV|<#e`P>Oc=Zx_eKtqlJR8W)yErOCj!(OwCWTS2LsCoOlK2yYAy;>Z`qj8+Kl|;L48pt zf+JGdUjN>Dr|;N$k6ObvIhuir90q&x(hFsc`lQ^+U<0io%8()B;&t~3aH?5f`p zZ^DxOx&p}LmBo@(Ylro&fXun9d5xLa0QXDJC;pMZN88!=o&B0-2QZJ3o3}^X!IGXI zVuKv0^dAx@om>%OQuYpUzSyHiJH)C*tLtfEOzxmnPgrIJ$|~Q>bC7DFvXt97ws^o< zS~oJQ!RF}A$3Ht*6fOd+X(oRK?M&UaC_Te`m2~r6!f$)wR=KR(m!)MnlO<-D-NdD_ zH6e%NAS1`zZ-3#Z#CP6BKieu?I(<=Z%jrTSY0HHI0?!^RA zH=uQ___-eh7G?PkyPkkjp81T!PIi6wJDXHAUh+O^psjC@cZ6TKBhQ^VdzFd7J_KkI ze#AzD-MPb8B$JMXUdWWtAw#myY*T_(P> z$#2qdrxeJ!D6Qb?FE;%7Li;2Xuor#%BNwgoN6``g(7g`l=>_mdi zr?rPWh*+Qm}EG?^kMPY!@AcbImyXQ=yq0&GV$P4)70uN@-Y}gk6(vUBmO{~EOH@w%p z=U7S-#ND_>FI-uvnl_}|8&0QWdqVUZVYnk1fcA)GA^3A?-ng6a^77a2xD?tCcZVF| zqq+c3zGQb}NgybpUNyUkNeK+zrhf2t`$MZkCE8TAUVNBO7Z7*9`~JxvUCJ?M$|Td@ zzcqjl+1y4|TZiSF6pkh%7K$l|9oN1X)^~`pL4q0dBxl#aIIdru^7BPt6u2!%d6D4f z{|}z<#@7Xnht`)yL8U63aeb~(6lB?$%62zGQp$E#AmcB!M`#ptZgq|TA1P%JR3qe# za?d?VS1rA-rsejQd6;1`yjZk*_ajzIHK-p2_`&;=)p88`sPL3cKPby4yJ>jPFxC0t zzajINr@LJ^9u+my%(Wky5+2T`-zmqx3;Y+J9Fub8wx^eYg6Y&gNzkdkx}d;z5=H6; zsl|AwE`jj(Gj7xcbfs79-T9r|z>8reUuvWmuLX+jeW^^k>i!##+pJv89PpHsJy`l! z6pyRm{`lIcE4&sIBUGOvfJ<=~(!#7ZaD{!-^FCtS?NXp0N^yJc)})elgtS;+_R2~5 z)7MM|sDTrb$Wm+vA7%ml3ETJ9T3uH}C(4|6mTS#-1C-6(PNbMiepge!xleHqK=Z@F zx_`-tBzrt_IUUv${j1nor!rQI zq_&NR?9vPcF!zLN|Cvk&nDUmIU%~UlTG?ifpgVT!df6ZH53H9j_pV;iK+{n&okYog zUxDD+XYYp^qZP?x z-AWM7<~wieNc?(BY*#5o6C=2Du{Q0?`tvJLjtKe)@TJ!Cdk6n82!V`fgv`d0PnTWK z50^_c;}=;eF+=k7yQl!47pJfr4;DNHvX!;+;HuF@A~x&#^ZNrMV6ifwSr7qC7?w2a zL(DQE9{HJIpx_`x@vgre`?pn8?;xut4+-O zy!fh5zuf!!N+U`rdA@jsnG>OyN zbg&@PtV>3&3dyIHX!ul(fzL{dEESkR1|qiCdSE`AG#Pl^EU*@x-fiGxj)9y6^&may zZ;rAn)2MoNVe3g7JmFFF*Z2r0Dt)Qzf2!s?j3_7>aSs~ge_yf$HVTln7m5Jd+u>51+dZ7-aGigO9{#Q&pfjW(lw>6hes)wS?j&P`+Ak=)^V~v!mewa#uf%U? zc~jY!0#%@u>}Foi-30_X(0-v1%P7%w$f`%XFI{r0;?#L}KUqbV%UC@npvUi)ob+^W zrc{i0pTWoHXEKNF40J>(J!JEZuhwXIVY~0|OpTaDuzbgQyC7HN*Pzk7}p|CkhMkOvUI=CJhm zZVUVB__GhjZ=7~FKG&q=cK4foJVPPJy4YzM>bOAw7!1-!rjd_Qr=e@ zXx%|*$c}!#>;{|N9jzEb_RTU~0BFZBreapDRmh#Dk!`D(Z%hOnG4n=H8dI1|ZVr=c zL4&@1GoJ?|IM1;b7=1ckVF2|{(GZN}ME{*Nzb!fzQ`w>kdwI;Od;%qj^L6n;5pDCm zu{n9Gu5&WOWj(69S(#g7XwLh)@PgH59)%?t;0BF_+Y`S5vA7IN?R!>Gh$VSQ;>fpf z<&$If2TF{&yaDuw#n$s#+nA7)KqVN9!dBr__}kkm-LIHO95jSFX8#CAK%$8sC?Bbt zbboq?q_nMZq9NseEczXy_EinE<^EW&i|G3S&vU87sHc=U+Pnt7L{6)$!k6rp2Y5x` z?v~uG^7ZbJ%t~|>^M}}Cm>EKqav&9>l9JtAgKQ)(Cn@33x z`&%yP2)8-Q0oP!}&w}Ll5Ft?TN5<$Mi2)Gkcgia5-T;k!kZm|uDbDBhuO75~wVsd( zy2nE@3zySNR#xO4meDMDl!U9WnUw?9TL2Lw027+b!YMxke=AsvUdMK0<_1Qb40A#W0E-C>pdeEIqVECAr|bp*A_}G z3K0;4=}x`%!FR9HYl-dG-rn%MSCsV_8G=i|P*)V_wWN}*lyoYAFvq%-PsLqqH2opW zFEBen>gQt>!8WSzQO(nFbCfGa3^yX=n-5n(O*Xo392lE7&~V6gkl;nV#v{+m^pWm& zALma6_x+s&M_@4YN5T~V0N|hE`sX{0e33lZ3NN(|j`Taj`e9fu_NVv|e{&)w0#L6J z$pu(<6#w>EMaoUmQ{5>!1H*oQTh4FX51pX`&s$C~5d39r37jW`=#yK9eb3+o7NXES zY*scA|Dgqw@VrkZ>ywoJxr1ZhNstD`%UA~1e@8S@iCnJ zRPj3LiDX$rU;ckb3<+EiY9L0jb{L5B8FDd;0Pp6)+?@@JW zg3V$n%fEZR<5sIW;iApaZ@=UE-7UM1q~MaT$hXo&7v<>U)@&!-@b{H0!2u&}BdiyW z(El&XRmZ~zDJ{JHlTRIg|DKK@cGAjq4i> z$A9vu^vrq#VzA}}sUnkXe_75Ua)YlQ#rPNmo7elxv+6IfVxlo1Y~c`RkuT#Ocbt4M zA_UJlop(B~weOigQ~ol`K$iT+HX22cnFXnV?B7qhVgx5)j>~%IZQ|g4|_;Kf`c^txOeL z(eq!bW$wsHOa|k7nYw0l>X*$D4iw~J({ogpb4OYNTM?^7AoxGla_CRcf57AX*Qov% z*B`PTw^V?xosoU;@9Z3RqyTvQ!pncD$WevxfuSh!d-rb_gS0DEAO4*cIst75&a$7e z*3JLH!iWF#8W_d@$bJmh-TII0ha}>VF#gBw$8gIx%kZC)Iizy`f2U-GE+VUmf@5cs z3Q>?nDNv!dj=OED{jpgu{ltk|e1d#D(p)BSWuY&BuS$T8&SoG3%aTIXw?_(~KLXXISt_op3Xun2~XJifbH<`9CY&hj>^bire*KEy0m+ z6QoFDLD0V~!M@svYu0-Gq3jHpLbU(Zq>SJ)xIyX;S_aeWGqu=i-(JNBH+Q7_;xHRv z=_53DhIu@0j#BzyS_7{}M^j#cW$&l+LnNU2<^kS4>&*+bcr~#Vv1oYmcLb9CjX^CA3_X7VpZLnKLsbvtQk@5U+i8Ap*2ageta|Ts6#i z%)ZzAX}OgbUcJG#MmZB+kDjaF#X9T=PrZjo*~=UgE9L{~e#o`$c8``?aB~!|DJ1_@ ztiNL1$Ggt?nY^`KV>wb@UP{JgoStlD&W%h1hR!xr@IQ_fLmJeZl2I;+9<|iaEEHUF zkykycR|(f)EqFw%DXMwN%3Dp$stx`As&;*en3h{#UM@yYbzcn#F3bOs#e9ex>{j>!G5g)&6}~g{>B3b!sL`3z8pPz69>Al$yAH!Nvmna=+%(} z$>&mLhdBallZH^tCJ89y7-ifXDO(e>PNZO(d}dT-UP>y^Xr-Aba^AI)l<150V!sk% zl;u>o*O~DcF8Vdn)hi(*-B1H_vfn&e)ohW&rbb3i_2TJkPv!d-?r(MO)#^-~I>*kg z*up6Hp)~0}WiVJUSIk{h!m1jY=$x+D+J6K4b=%#D9EjLk6$0p^{c#dtshtX>blxbjT z1KEZG984ocy1MoE*SDOVZs|A3Sud1|vhS{q-CgT~YYcDoPljNPAR8Y)u-kt5^o2x| zpp1}F|61|q#Cv`{#kBW*vtN`SBqpU@a>#YMtv>U9Pe<OVr)BAq&wL1*8jiuzC0evy??)>L+3%M6Dez}vWHM( z8LcXz?Ast35<`q7BrT6rGAhQ9EqitbGqy2BOc{)wVNiC4v5swGzMnbI@AZ1lkMn$A z=llQTFRyXGaNqamet)j_^}ep_{%098TC{Y8)FMd>yU7(-P(RP0p!rk7yes{)-!G`89FVvA z0>>EgqJY(i1XhlFznVe`I>?qBEl)P%8|B$8wP9?yNV7qQOYHFr)3q9E(5SChOEg#%NT(Z!Xs;=kwQbrnr8atbQs_GsNnqV?<_nme{>+F_1c z0Le-9!EDwnRzJjxw~z&F0z<%NDhGK!M}e|mx26U+VRO>IS9=iGD()LnYk+pk9A{-> za6Ukq+_h9@l##!SK@1GI0pGKg-T5SU3`~uqsrMAYtL*-~EB$sOT&Llw2}cVSEqFXK zU+{ZWuWZG_%-XTv?8MiN(hNq!v4t+g@v7Zex_I(7k-E z!mU9t-mKGS)HIS`7RbEqW(eKQt(BB~rSCt~x<;bwA)f(jd4Bk!`BsLCziF_3iMvl<`tQabZ z3r-u}0mMv`50R}aDu&Rvow9tN)){>sLoulW(iNF*qp#ZyWvrVT0#`IZCSI=hYZ%0# zNDsqAlH~GD%KTP$&63myUpGu?sr7w0W#K&CQ)I~+)2cYY)ybadhU7j)jx~wg39YY+8FZSn19=)hF%l9@8!PN&8|K>KMt4nOn%Ek7_m4*Q4Z{Awz- z)icgxK0P>kmmIV>~Ph+_Y$y<^9zW~WvI5_tgB}oTKy8e3kh$U?D-OD2$6z< zbP`?>jo?p~mMk7vr7&}F&b&VBMF3Sp*rz`2L&hB?{{!h~7!gqRDGBZHQt#t;DtZ<1 z7p|!wiu~~pMn{ET)w}l~j6U3gU=_Jvq`x+aw3{WY_{tGRenzU3ShGaq{Efz9g%<>t z_)YieZznfowb^cWZn2z`46~sd9m7S|gW|kFYpL8&vCZ?h0w3x0MvD9Op0JZ&w{>3= zLK2I$9MPr_!CuLLx#}JdV*fGjNuTKwC$S_A5#$0r%~)!~z<96O%I@xFl%nS3h)VIG zb$7mK9Z;Vha?K+&kKnVm&$>*Gf<65AgWIHPPmbRoBs^1jA@~@bFE|pVd?o!c`q>`s zqpo_v96PGgNNXr|eNQlVBLE|MG_Q7_R=;k7*Lel4;%ZQ7G+2yYMCx?l0yHt0F&T6E z2j!z2%al5g#K)ej@F;Ofo_s}CY-pGqz#&d@?^AW@Eop)JAK?z1Dc7BqJ1oaU?@n7^ zr{D5y>YV&o6)@k3taTVgo6A=a=sd3Vh30lBU5Owy4ef%DNQil2GyK;;x39<++~66Ma4B97!lZB zc>zQ3dZ5>>U|Z!)(BZZ6U;V*K1qPp@Z&GpQ{)=gHM*EB1F6HDyq>r^$mQMrR#F=0wJ)}zu_8h2e!sP`=}ON?sdnbq%Gy0t_07d3N?79C z0-O7rR3)dz*`m&_z9_!xhKSfhgVJ{=dK~x226X5tYD=2idV1RU*7=kZT#Py}1vJm` zoof!c*tU0;E$tfu+J|KG%e;~a?NhD?8rqBRkHZA&$~=c(W!yM#peyNf-;G5{@FE!} z+D_;Z-y-mn`@|vn`_yRlRMb z;k1+&Rhs4ZSUOjAr5)yoyZm5O9AsC&V04i zpgw`eVq?9yu85RqbT=vbf^x6pN&>GjNB%22Te#5`g1dtUvXTQ+S@&z1-Csb@6H9J3 zCBDf5P7TVpD)6e+-1vz2S7>q`2%pBb|OT>y_-KM78q9JCSz4U)}uP zh$q{3=D;cMU|=t>Ecax<8gQBXw#F5Epx*4VscbzJj2dDryf#8pZG8-N+-<3QAd}@$ z;b}ij9F%xF=JB5Vyvt*@y7jQ%L#G1UK6ra(uCoS{5eK*FbERm{*DO*lVVZO5A1^AB zdoxRT{+}TK&wyed$ROw4#+jghv+)@{VQDz4U1_H5V1z7oY8sk9Y4-}WZ$JmupMH87 zlN8+CfNWNBUJhalq9n!c4;%s_z_i9|i;XIFN37cc)DbQqZr-~+@bCxtK7zeDKDc&I z!Lc(Y_a~7Zw2vd|Hf!Dm5#kx;mDXrKvP++r0U4)-70X!wiLbWkxubEi;z9TkBRvd( z>49liG4@UWR)9rJ{#J$U4y}cL#a>C*DSX5dJBYE-lrEcTBlFZl$`2>^xf70<(OaaK z0nWqX^-cYI3e6qnzW1eoz!HvvUS@U!^sWG;)jLZ??y@HUHTV2LrH6R{n_O;R?j7{A zHPn+XuP#_0v`qb)8;^P@*9Y3_$YoY)#B9f;cS;pIM$R{&R>Sq6AD zW%}+gDS`qofhZU`;RN^kvcy-$2a0Yl(E=iSg1W_rYk$m=Zs{i7Tun%G{D!UXeNgy#)9mAb4(n{-qBa5l4Q`)}K?jrJUf0bb z5)9xmY;Is8sj=GP=VUg0roUNgu}Ow&{1!-qhQv}}Vi@Nt>3YfNS8o!Kewg_oD{4kM z*oRT&&R?~O%UuUL#4piteq=wP>TYYIHGczl*GPe&&Eo2C#FutTwFsiGIY|}hbd8JF zoJ2=L?+i*`H0s06cUshK#4xLO|DoEKxC3Jm7eWS0LN2jGU6D?zbD0ujDXrcm* zz%&yb<@#KIpj5tkmF>)}M}kVN0OMN%H?Ms0v{y)=b?H5!?*7xK)EeMy$oki3j&(w2 zDDU`z5}OFkbvMSrPn|jON5wnwhQw+i)HPlHMC5Xo&@vkFkWrp_G)Ri5-OO#pL6~4; zZ#RS{1{slVhq7}{?Ql&ER}T|_ZrVjtv!}z89xZrIqTq5K0A=VBs`OpxpN?J z`lawOYNjJ!yT|a9t2;{YA=qRe`%c`}1x`-MTfa5RXcQ=Kxf#GpR|jsBjBo4K-J)@b zOZu5f!|5|iXw0kQ3$f{Kezmmupvi1GWZOp~3PaxI!KC`*uO_|9Uqr@+8tJqtljVeK zLk%I<3sXGXb7nyMce&eL)D!~at%*%E2YIbtmgp||8?k^%FOLa85BoBT5mlN?{a2q@cKRT?9CK_Ax7VPxA5FAihQ{J} z>U+ySRd9g&X$J5|$~9|^m(bou>DB$ROU&$U@Ol<$m{GawGDd-}TY$h(dd+QI&=-QM z-=KsV?Kn)6O_WCB{L@7WYA~2BAK2A|r@=58&e}vra?o_}r)1Ah zPeOGe5=yW&!Z!+i8*JD4a1S6&Q`W@RA+gi#Cvol)HjEiV$b8J%Sz7z>+%Z&>GB;Xu z&io>T%l!c(2JhYPMP^>s-M^`tHmB-2^rh@1=6n{MZ01?>GP7>E4`KPW%=Dni`6KY* z>r~W2_k<1LcG8dix)@urxl$Lr*nfGjUtK0CBxm}ubD}@it<+|1oQMr1tc|%UF$x^_ zpOoyVVA>Sb@XG2BXx6R2)fI~pR|G=)u(GMCIGNqQ^#;yv49}A!UXq?`3hIt<73Ei~ z*Go6UsE^%Y-S1P@{`rsnGL>3pu+odmS#CPO$5Xr`HyvZE<~v!bd%MTAJe9|IN7uu} zQu%v^u|z;JV9Oir;3Q#pIpeFuQc;gGH3R6(m(_K8!O`-B2MZxZBng(uU3I@WwfUZ5 z#V@AjFp*3qRJ&Poc;w)N8MI|aQ9{58=;`k?vMg-95Ql zCm-M~KN+2h()`%w*{?=B&NIlonZ6<9BNo(g#B&WUe5u$8Il>4!d%)Ul{?&7#UY_`1 z%iICa@`K(i{i4xmtyI#Owa|J-Mxh^Zr$cgx48{8G5n8Q7YSx9sXlyKUa`B~}~-E+J+0Tw6C{ZSz}f zoc^R=6xJqv2hLUt9|o$vvapyhOw8*(5jYBmQ#}T?99L}S%r*~_8xji=wq6A5AjB%&r)l9J0(UY;y{!|HPiONiXd2E|!6~+t$WAX^hXJM4&lA0+ ztd1LSxvk~UK3b6D*LAPNY}M^#n0^mee_lsKos+W-Vvaso4DTK)X{V6kyQj=!mS2)2 zn;NVU1btc{<$KxK6nUtn7WIuE8S4q9CCs2c&9+vzNAOL1HTAw?sZGF zLgmuWtLF`!VCJ6H>-faDtj$Io->b5tA?KL1T4N>c*-Hrq%T&?N*35-v+3NFh==B?0Ory zBtj_KE~^E@D_elIx}{}zP4}uoq$trU)Zpy^5mw3V_=DTJ4)C9EB$Yb{yZNhBf!JCb z^JKba8eh7(-k%Y$NBvKv_rK^hCysu*cql*6dCS5C0^q^m6@HvsB`0Pw%#Lspz9U&>sLKRhce1GTR+}TJ$PnftZXvlNs%)*AcFU! zEe>k12Q^yJD-#E<|>>2%czC&u-wki?KCYKUty zV5We|$*-2i(Hv@f-23E*7=aSb5l(j{CYT&6Gc{*B?6Cle$>#k@?^ zn(~A25q`+?ek-&Ui^f45?C1QrWKoxh>{wUFDccA0>}LtU4b5nfuCn5}Y0&D+#mWapc ztq=8MogzT2IS8n3S#OVZqzc^>_O}GkeZuN67Ru2U4q2e1zc#oNNqwqNF&974>X_5x zgC{h&><(n2ADqH8Ny9=V0=$ zB)a}1AFH6IvQb>1L!YhIkfgPTSgJ1jy*1saXwu30hIYx74%SS+I#2&2r0=)y{!0urU>2;ful4DvM=-Wd)EcdLUV&L)q!S^d^cSp z!S|(-Bk9YFw{{o=%6r6~w?qT<0mGrQ#0WhFf)x3x52tMk&-wTcC3NGw4L-@3 z7zcbYCv5}f%O?tZv6csNpY4Gh)sQHS8(faoO0S~G znUCv9M9wf#%x`+1(!ukxj@}AU0-!=aId^NR0;DUG%aqO6(Lovii&4SJH(a)DN{4Sn!DkZCNV_hZ|9fV_Blq%i+N<9QHcn}-!?-^8#>8%b zYtN2X={dw9a1nsikZ;z`3HJTf0m4%h#1e8yN1HdHR`hgbaFn3lQtJ=2c$L&-&g)o) zl|q~w0p%9rMZLfq6(H|dG7O-WNQCx+4loB6<_3Zjty>$nvjxM7r+AQ%FAS3LFUR{% z{e!wM!ewreqLm!)MH<$J7qB>G9lQg0VzIm_j+Etu-=u{JN{*p*G)sp8^}H z+>N0b{NRfOmRlsBJzX+Xa=t(&^9J#=Pi3yz=)r_7>j-S##ZgEa{$%I1(&*a zcYW;zuelLp)AIeqf@`uk9#|(tpL^xSrKwUFEoent={rqj2n4#l0^CRDY06VR1+m#` zwq>%m>;c>0APaALh0~ADNS}sFxYqhOq27iA0i#@foRWEV@pU9wZCu%3wE?BxsGbp| zf2a_()_tvr?j9(_?KMieF|#t|nkz)nRF~ti4TLZM^o}2j$_L2sN`!>9zKg{zHZYEh z0Gw>pk+EHVb+ZCg^0vI!+hp#S`e?0BKnjIbBkOw)?NeCPWWx007t);L`3vZW2xTWwRCq;H<+#QVe2&`$5 za1m2YseW~9_sx<}L~rAMfWp#KvSbh%^u|rk?(cobSrue)lxfA`EpY}wRcR%4b2igX z${-i+inH0eIc_U<{~F|(gy{@Fulr%f%z+C@Y$Xl0VZDFBnI{m=On;AC%AfLNw%3S% zfAS#!aIB^gm6?A}3wU!EM`Zp)e~EYd)ALuKm_&d@H08Ns^7l@8>M=MRQuxyL-*Hj@ z;oAIh`cJ0z0qvj`Bk}KD93An!;P72)tsE!#mRadveR5L^?84cke&fHXc;5*QpZX*f zuw6v3rJnrjk7w%wxXCOFl=;h_Zbzp&;BfJtO9g-DUk79p6S(NJCHxGxQYG7d@gMi? z!yeAzJL4w)%7gwF7w4k{=qx&i8CidI*S8sfb#nRZS9P3v#k z;{Lnn|Ks!Z-$nnQE69Hr{eP~4|MyD&iT%r{PsP=s5PN|g;Op9DgG>1r?4SM*`1d{8 literal 0 HcmV?d00001 diff --git a/tests/docs/test.png b/tests/docs/test.png new file mode 100644 index 0000000000000000000000000000000000000000..a27c16ec75fbfb437240b9e05510b6fe74a5766b GIT binary patch literal 73491 zcmeFZWmweR^9M{xs5FQ)(nv{3HwZ{dcXxN!iU^2wcXxL;(%lULOG?Ai@GQ4_*H7=~ z&GY8DuK%08mfbJs%$b=p^O-rHvjH+vB8ZQ19z#GtAc~0!$wENDQbIsLvBSfHKjG9Y zXNQ1z++rdqC?h5)NF-xxWoTk<00AKy5ETt4FE{(_<8Tve(uZgM_5xO8oT3P6zQm$% z?-0a@(msTuz;p()z1QOxhM7Rc$9!i^X%Qt(7WDGp?27mOVf_&4&j*&iq4l@ zuZ!&tYCwxdDNVy1Mn!}WkF^7ZuuF*{;@a_SguIct>39Iagb*mL5X7%wUz-ODb;2Vf zL*`0)-CGjwXN=}9mL>L_9o*j+P}#VkAwkHn_4TSFP@n_Rx15Ji1MDF9^53TTs z)T9>@zj-2bxet>gbuI68=DJH4)MH_8Y*t^Sq>E6l)&w&y41^fKQ1@}+!snj zLN4i=(nu+T!k4f5Dwvom$ZO#Y#@Acc#ctJx^i`x@b1HPnHA&#KDG{L>l%CuV?_DfM z$Gu3>?0Al^-^}(3>b5V#Z7L!elSWVHc%jtfnKi{4MI1fi=VZg+4{@&s)vK*a%`LkY zLQSMlFDmq1Y?a@Q4@6uDOI5H@3sft9itUXxtadikFmbIM7~U+?zkG7>u53J!+CPqS zF#NP-Sy1^7~2hw8b3qCX@%obB_#L|^u*PDE$5cdgY%VU@`rKU>VQFNMV)~N z?db21GkzaO)`#^(_LAKm*0sUeJ~~v7CBf22&*({Or$!RT;{)ReCzN!Jq$66P;ff}v zox+48159XZ*d~(4xQ6c8*CS|_5Y~6xA}@!Mj&;a2mHD6^^F7Li#@B|B0FbGspj*Q& zwIag+UZFf%Z4+pPbPq-7)MlWBq2_0xe3a1oS_Z+OXpUp`bBu1J_H0Rhp+m;wc9vbj(5 zKY;kEM(9VVwz%vc?Yt-8^B8$``s@mds%1;V$qkV%q zvURca0?U9iw=)qlfirG1kl*0&kVHD-RuXLhwa)4|mI#*ImK4R1)1P+R&(_`?IX7}F zK^*{)J1UOYFLZB^Zgg(gZ!B&g?$G&zQ^iY3F3{271=?QR%@D52q@P%x{yps=5MPWt+HNlU((#$gf7P3QloPQ=W%DRevh`v>K-p`}6Z1 zoR2uqaHg<%n2B-fo*xBO<2pR|V1CUI%%W+wpwFeBZrIL9^(v3a#r!S98ROvVB8Dcj zk4$z9;;i!~j{SJAotQThl;V~vy=fC^V4iW()*I>>H4Hr)Dvn#U5UbW#-cX%V0jZ1@ z3KS};u&6Xuzpj)jT{2(Pxn1lUCGRjy86;6Nm?xT7sHUy9+8fwob5wA2+M@#9f%^9n z_LkX{*$(j>*-zPI@dfdxIjY$`?Q9*j%djz1+KX?k z)xELvwM%H{droaGJ`-Ubaro^}YxC=d?{Go}FlqtDE??Tcg zGqOf47#=eOFjO%R>Urq(>$#oD~rjGf7sCf*I&qu~=SX5aRFi<(e#1ACSo|@(5FSIxBmOWvp3!cp-m5I#BN! z;jmmE`i90Z>#$Y~ukwo4;R)IR+E944KvR2^uZK9c_&JSFG#R~_nq_ID@n!2LZ%jC) zaK-GB#zz8Ee`e7jyD!u1#%a=E?`9<|Dtv;}fuG>$UbL>XRB)VUnmd)RsdQ^Y;k3D@vDC2R zWOhKecnhRxlje4V0x?fLpN>5EvNyPR?XES@9Gs%zS-e`F@;Dd#pS;1e-O6e+JD83Sov`*VdJk@ySArop2@jhy#VRaLb$i8qrw)6h9*Qc6khxGRomw#`RpkL(_8zEKk{ zDjCX2KCn`o0Bs2@_%`gF%yH7gYBjp|-jDerz3Hy&Cy0^OvT3m0$?u=cHj|phDdE)Q zb?G?j>XphF>Pi@5O|Yt4GTn|JcK}sS@0~cgAE?*&*Sqa4Ex2i%XB?c{Q#hW3tld5m z=yN%rygL6nlYtph79yTZ$wTFpe^$A{TCt1+4m!i9mmm$VXP4jJ@#fqE55kvQkTAG& zxabKd@C)(FaXGlZ@w)GRxxs>_7pCvl#Jo>C6*)5-pQgAwy*s%QUFd1WJxVyL*M?J8u{DkyN7%&^?Jj$7e^}AK8BAZM1>611>x);>g(0X2=yrJCy%x8&MqC}s zP4x)HzLkm!qLCW{f{XxShZaKgB&YH;lV9%2E4{os(l1MvFR`!{qGqJm)($EmTWcT=CAoNbs_oowaP##-;UFpv zrA;mno|M6O&sd_bri@@ZJijTpg`P1)TD8Fq5QBi=gAfzqmv@Hzwus;^KRJ7GL;)ip zKtu`yuY;Vx{|G}^9!02#TCqr;S`pQ>Xv%alzhqL?qX6h&vU^n`K3Q*NwTOlBwJJAP z233C^TKMenW&hZal`9J6Q zyRZD8bNruk{6ho(=Ny06z&}*;|4rm5((`=tXJ%qR7p*@_h)oJa{{sMAJi&8bfw>Pd z=l>(zrv|{hrOsau#56b_jJH)$ELV#DmK*uLPc>`~T2h`wDv<9M>LxjVIhTEth;KBp zgup@MS7{=Z0O0Znc)VVy>tc9`6n1;2Z^#NxNhpF3prLa^{+A2xe4A=~%~N;12<0*b zLoNz_h7a#CI2UyU3Pk-fZyJAY6*;Nt9bQ%?F;K9NGyY7{P3+BQ4@Lw+(=lVeOr!pJ zt!qrLdmP3CbzP;TK7w;8vrwvnAkymdUnhTmUdZ?8M^2Kts8H}Q&%il;<|Fqng=fZv zWGY1GridQ|rl-RbrGj&LE#j}G-heU`FlX9?c|d8#Qs4*U$0yT^e>rL`{KBmzB)V=x zZ7KNaRW)#Sch@2`_4^eD;FI}7=iiR;`AAe;L9a_AnYEKG&tr%e}gN9`yn4}zc6%TWJD7O;?Ls$e|`Xldg7(u4lc4WIkNo*Uj3DEjq^ z9+oO<4E8Jp4;K@>UwYObOFg0*;ovC{{`)A#v8}m7dB>+&KA9G~^-ea=%yUB#tcp#P z0eG0z5Yt5Fj7Wb2rm4bUL5#ymOC z{}zRa-ofl>Qj14E8%6rPB2fI@AYElTZ^_c%e>Y5}HGnjX%BR8|e%I++1a<=GVk!YB zKwM3wiUn0*+$&4>kCl$BKWy6@G?||kgD1E4JU}}BhI!dcV>Lt-hHX`JR>a!vD`YNL zSq!Z>8lI*84`EWbA3a~q+b)4*`LSXE5me5m5$x8EHK;6JMxNqRo- z^nd;jh1y4_$KgdPdv7~m3-3Z{W74Yh3ID?z<2Au1AJ>95{i#Gqn2(MUVQq`!(BCYQ z6VS^fN9)m)g~g+7{}C_&7bx0DpDt>VCZPUUBf#}hUw?mAeZ6XVMaAymd?Hh3l_i-I zK?+H4FY#sFT^mBh-d$N;HTjUb2HiO8eznC(@u{d}^a-qeB>&==zKm4;(;l&tZ>o9d z7W9+DtE-F0t8+=jEO3o}Ft@Lf2Xj7e5#Ms=h%M8ZgvTwtaoo=f3s1Vv6s0)yG+0t> zsTZo3RnP&1J`cXaJ(Vi5*=%c7SWTw{K5o_e#_~+`f3@Tafm)OEKp1e-t=Vja$)RA zY`vDpTj|T)N<`c4m@l3#?TaHLZcR%kLKip_Zaj>C&p3SQPhNG(scR9u{2nO1HCDWv zqi#Epd3)AEc41ipWpoCgl^KkWuZ)Ys z)xlB}Qiz$1zug~6^{I#nW(iSgzOBW(9Htd{^i+!NB;iahN1UVc~0 zrr1Z2=cV&1(e%oPs>JHK>n)Job&n6ld8s9mTOGr>YiWe=6%Gt1*7Z+6eDKIr7jOf? zm|!|U^?Pj6MmI(PJXZ7RP

    jMzFN%g`@6j?7bi91Td=lZQ5k(Rm}BC8qK*8I-g+d zmP#p1UN;pqAE4ec>8JBdgv3;q%-y$v+v+bGPH6A7&-TV%2osDiJ=48>blFvN$4&Oe zbUtKjgk1UEv0jY!$hj}3Y<&UwmJQ;f$@@1s$lDmlUzLLQUXYIfqq(^4D$hmU#5bM$ zscCLjJ6c3=L!!uiRGX6n;)#f_qv4Nj7wQ0fjD~EBCti#|O)kbw*AWc5afeU0s#s0^ zjD3I&O6x>Wr>6U@j7kxGnKSQ!CRZx^YhMnM5pBTXeZJ{o9^21$6*27!qCAay?JJ#+ zp7B+NIX6c|RRsBE91|ffy9@En^tqu+(TyWA-~Rjm?%J+xE(RRh?3fCNjPe4&$Yqq#iCioDd+%cjXuSg}B097~G7w7uST z*TL45*C8;dp*5Pjdr%};YQ<#K(|*>VZ+FSFodcPtcg%QG?lkr_!E%C~b3fjKaHp5+ zqUDg}F`J zq(Z^SxNFO3f*L)iAiUX%Bz0$VC5ELb{rzpVH;!f_GSWd!(?w_S)eEs^D23{vKf%wS zn6^*|s5woy>5Oh(jx{si33nNuv>c41gqrIs5&v-1FYu(YsjGH~q_H7laaXAe*s01z z$Rh`Fa%hKhQuxc=^s%MIm9igs>t$Xdao-e8iG`(TmTP>n*WC>{4I(pRw8{^OQz6wd z&r6_W*YfkW&Ay-X+fH8jFq;OvmD;3zo{5}EeTJvzsJPv6@G{QH_#&gLy4Pj@W1&+0 z)1!6T%_D5w_4;k$C57R0>H^2UZ&kqKQ=s4Mdt}4S66w7c=Y!)AzC0gTPt4tGwG-4c ztuEEZ>qOv?WYpIf8^;M~H>nUEBNg_nz$s~}&0=-{nNbB=rr;E^h4q%-Eqo!P?WGaN z7_j~xDAGjAI_@PEk;Ai0spM6@^g66I&ie*%P}B2d?fO$(LT7xvSxI6`{#ps|qV^(9 zg9a4F($itHR-#v0$-wyb<$O+k=NOm9o2;<*3FayF*<(&$_iYt3lvNqjeUDqFdd8}=l- zf}zz(it`O#%-1BI%d`pf#L{GnvHpTeqmC`3m|23u1iJ;!8X-EoQQ_e7ffAkSO;eP% z=t}fKV8*v5{Q=MMg0H4c-RcpJp|P3g;n+*LUP{-8I#^~h;2CC0>2p*F=fWGI1JlQEY>si*j65#z0vX^atN8$Nb$O>8;ED2)+`WdiZ9~}A>dw* zX}K|AvV>Il1Em^=dOId3G1l%M#GG-g7slZRf8evjJiIq+sH^_q`Ulo!R$ZxSxh>K+ zn7kb^u?JwFyaPDwPWAHMUk;}lkZ%i~qzU@<#WLuTa?XENxtAQd38=QyH@b$_9_L|V zI6$9MBbK=mSkA41rIcv)ynx1_@X)iJw zcSkSo0=J7$R#ZJwJJi^rF&6Q_;o2xi47XcGD?2&le!0uF;Ci4X5a>m>W7Ti;F>EI+ zo(7ltb`!45U?S@N{GfI7!dNFy%e!60$;bsTmElps3c`WOcjB@lWVK9;MMeOKKE}Yr z?5#8zCsrXf_+#@kqXSOdoI;Igxs8`6VtftpaENQ-m;t85+Tg-bXHEOjAE*hiLA62{ zYn;4iY+eM%2K6Mn5eHF5g1dJKy45v#4c{s`!DEqg78+yOV#a{Gv%-8s{Z)kN^6TcB z0rhghY!j4qgCr|~Z*q?>@Uf(E^BwMdHct_6v`zLw9vVF|T1;*vDPG=eQdC^k%Qe3s%{aNJwSoQU#;f<)Xz)2#pA8&Wx9K z!)jqI9Sm`Q)*&O|FjCXYf;dU?%Ew4P}0;k|t(C+)4fOIPIPot84d{`TcgNkbJ~ zTXcp?iO4DrOabSgKm!m>WL<9HoD)5wITw2Y#Su>T^F%8?!5cy1Deh|t&y$4Zo<~^f z*2Zi(8&jWprl+x$jkmA|1VLQ=xLby@dkDicQM&lcEXsWnRwRa+fLT^TvKoSU7Uikh znHph=V@qS(1fMk$riCbyTY0y4&Joy4CWULrFHaP2D-7HBD06gU2+*eFqPOvg&$4)C zL7JrG_fxN)MyNw!?>Q_*Udf879724+Hl>lJia&QHE#}Xh6J!5bD7j83jeJJpR6MLNm*KBGMjuNnX$tQ)K1*7nVU_+tm}h>K^Hk{xVFL zsdpS$eSW)K^W+aWo;?$Pn|rwA29d6p$f;fqrol9l#qShMlU>fTQI+ zSMM#Z8z1pt**;fSq0;Uv*)oaI`e_myMBVMyx*x!g$Q__*(rdftk0(~%7{}o8MJle& zB}9Mcpu3@ay|2uJDbo)ruinfmsPR}bU}2LHD=sc)w-FNGK&FNnJ2HX}+7=0(i^nOH6WsO5^Z{xb%<`H{%p#gC7 z3XWo+`nr2#?o(1-{Xz+M5JM^E&|@gnXYe;M4j-h2es*I<*dUnzb=wR!*2lYDQBk=f zCDVkrL-Lt+l&AFvZkrphMG0`*F->Yj$NXs$*s)Z+99(i;8&2Ws-Jvqs*65kFw~0J9 z_^DfSWs;&u8XOm!^Qpx{r(sA6l@j;LmCcg|A6w%?r}^&`WWI7Vj^omKg>v)<#hkII z-T3Y8JWEg8BFu~9psHpnTH4UcW|EdGq?l`3!uXi@(7pqA!=fpz*AVJ#*W#MYC70zC zh!PwqCx(l0cg`Cw;h83YPSxLRCsC8uhq2bhHlJRHrjt*%TJEhUW*~302ts2Ib+c_{g4e!NyE>`vCNhLhfhiz02ygad(kfEqq>i+e{7{#}FYrsS;W9t>-Ju(YP zs-g&kp#kDu^7-Svj)p#b-hH!qkQaxMh9DG1P4L#s7Nv znKo^L0Sqy%wwEvUSe6{Yk0>Q1K}160vm(SDZ&q`CZ?lR(Q2DqhhmZTq^xl+CfW)xB z_!3>{zT9SSmNY#k(`W?~&_OK99G~u`rd$k&Dw%cm{gm`}eI1PU!h8PgMAk|yU#45- z&7`eV?nhl5j8?1o3t+-LZ6mDlL& znpUbpL&4u0T>YpsYJ1Bk6-gio&$}^x&o+ddPun_2ZNsoVauG;&;2P`%xzB=Pyabnc zx?#X(W02E9!l~|!8y}|+`qJ&x!8;#DgE`F0DM`2(+{2s?!9BQT6Eo$+x+rB+GAK|F z2{?cKKW$aMYNGmU?rbd&Tl&g7|x&6Sq z(YM3gZ|<%0=^vTNd33)vY{^?jJR68&0G857V>xfSJa)Q(^N~n4+OWdhlo8D#SQ4Wf zJ||q-Zo1?!5)SQ6N!n!Il{7FI;`R#kLg_Pa5u*?*p_jDjmCN#K9d=k?I*S^gxW;uW zVRg7==ly9QrPMJ4(Sh-hfpER+SwB(Rf-lfGqR)971Lupq=f@moCjH2fB1bvQBbe|L zCKWAhPd5%X80`AvmUV}i)4e`QOr&L@k?Dj|DlwMLx1mS}czBrLe;*rx!n!h81($Mg zG9a`cBrk5rc`d^+oiZk;IZ}tTAe-V?1nf;gMmr(Dp}m3|7*E0KZ!#P+^srk3ywKwb%`mrWk9_(1n9i?-8Oo$&d%^IRA z=l9WW!fSd#rKQBC1x4fLrNjhnu$B z*<(fqemJX7pr(CpTp~)K{Qnk!ECQ$ z;DH0>4?3%VJnWkOdPVxUnTETBqp+4bM}KwDjqT;oD9I`pKJvu@M<&3|)|^S_l+b}LLOGlF^8xiO z%ZQ=myyN7>9Yn}!lO;ED{|{4*Fv7fVN|4L7vyyan4H&R%+|tv}-Z^kGdZm-p{G9P- z)K}IfH%GAQ*)h#> zM8S<&C=H4D@1cS(9ih+x`((M&<_b~Jpib(O5rJ*au5#7Et<28u3!9wgUQ6;iJ1KRK zDo{F`>T-H~U8RJn*?E7@9X_xV5_^ni@P2cof7u-LPHLJpdVkulcVm#oio-*c!sTv( z=lDy$txBF38~!-A#?VyiM}!Z`f_)P^pubs4y2lX?fZZ9YkT-jnbeUjeYP=`0#~3J#9B40I7B1Lw^>3#6xd z3tOC9Mrw-W>hBM3^t(SGB@7-cQN&yXi&Z{)injNO+|cdjK8xIt(**NJtYa1g+?&r8 zwS9mNFI+4s>g77*E;n);?lzaUnxDf;ePyM{o$EDlvlk9ICCJrJPN~DwHr9``;w-Q{ zaGdRXMLror-EaSXv!2&`pjnK<;oQCPa-o?prEb*9PH=8rNfhIC?2F)$7^c$Ie3TbW-BZ=a-BEelDyKBF-jC`nze{h%wD}@TI7jT{s`NU2zXLM z9?uYBWplb=(~q@l5!O7dr{Oj9^PuL4`mp87_LG`*`-HQ;ksGpfMUf&j{?ziiVFHVX zj%SJ*6o#P|uLpZ4xYh#^hM%5ag^$wR(q5Hb((Vw5mpvQ(7Qbxoqh&8^7X zcKg%*fRV<%zE0jk7LZ*|aDJVJ0&Ul@ajwp+U+`uA8@HsJkmfMQTO;8Yz-5m8mehIe6MUbp-bob6(8NO+;F%+_`bg1jFl?yUQQ<(EXkwN5@d z@JBzE?*z+vZcK1?HXbs#_5G~XMtN*LJq)+AE%NkmZ5t@YZ-C)PEq6$mpO-X5YeYV| z>>mHa*5fz<~QBH31!WnuTqFXd!J^9faBigASsORG&xabq7XexFoYe404gSjHWf+ z?SA7KtB_MOdbV7T;2HO#cYiDy>wYX%hAT&OdG}~Rap&PI`$1)8sILS+3{5Wg0AzWS z^oHUF4)zj;_xBd??3>&SKUuWIDbL@)+9mkCpvWka;7Uu_Jek=yy_EMmbl+P3!YJZr zC7JnwpIBqC)8Yx_r_QG8%BSD4XeY`@Ksm*3!nO3!5>5AZsZ^4^ZmlDgn5?`at?xXw zL7k_01gDy+#fI1OlLbbT3_+o!@Nub+TQJVh_T?LXsl5 zmm!wAddwoJ9L7AVmQylTy3^h^YeMc~56&ASKt9XruFCm*sc)txvfIQ`YsR@fO{M_a z5ehW35AQO#x-?HfqF-VB+MqUDvTOZF9Pez##aLIg=Eg8VZE;bG_1!&fD6cgu z<{jz&nX)FdnVa&P@259_3-p=7rgR@NBkdQ;OWM~G2mV}1PU(DJ2?_ciJ(CUxWaI7< zUW{>5ANG?P&I|>LZ1jB4Yv|jvDvE+@F7PU@)IRgi@p#@jKAB1f08=4h!gV-*1hdX4 zZ_WO8`OY_*w@0VH&cufA%5Kgu~_Y{5~VF`oCdbZ~X4dgdjMOCVYD1c_xQTJNHoF8Vap zZ7FVcE$m9#ATG?czWy1pT>-RLV=|?c;$HVcFAcJ{o-q1BVPp@GVNTlatOc$I%enPk zc5sScPqc;z3^qE+(SM_uKYbLu84Y*eloE+?BOHxHN53PKAM`aEoz};Cm){cx3IXO$ z3405^`p@HD@L{~rO5@TVkRA*1u>YOvJF;_6jn$eY#Ghq01XKXEOa}dX81Y^4TR$(x zj%-lbGeJLgCp=N8 zHk4tkywNcX^1zMV8Di27*Q=R&*tZfZU$qa@_{fpAD9?9yW~CFH{a%_u+LwCOB>-540zwMYFenheu^K64&=02rvmK;~gqN4zj??V~ zUB;Fy{%`y=y3|vz@+lIj#|h?J>x()$l=I-d!K5@ft7vnne6gr0=i8cYkTX z-%A#1F8)p521{il)F3@((x!UXoWxA}6Y~X~gSLmFg}f%Iq-PK~*=%qia9<2c{pi$i z`I`O!kC)PUvFH-F!F*%h%=qzSY8ucE4=N2F9ECB+j{iJvV|eELZ5bChZ%rP7B+~*0 z`h@C`LL4XM0P< z4fMq{sJ2*&;@MN}kKiRF1y_UX(M)au+j(vWTuBRa$8O`N@7Xk=5qzrrgbuz{A3szU zP`4VUl7FwCHWn))=R_1{R^@#8HDe|&~^k!O>3f_@7`b<){_4Vu(l|LY$wwhnaOm( z2o#!J7n`ccYhtBd*muxTja$U+?QwI#?jBWG;*j@$Iv17ROAAYf^p^_enzEhGX6E55 zb1dM7|4Qri0H`msxy!Y0>BOc_8qWpugvMIk2!3Ha6eFl%n#C6z=s~9=H$}QUq(9=_ z!_L4VmMIcs;szf?8%Z&39{q(6+mCez1UyhT`=bmPU-R}m&SXZ^2VTO6hYT+m&ub`F zX(eCVMl9GXTFpCFgeT9b2Jdb1c8+27JNCr3f$VasOx(R!c@rGXQa8LwIX9Awi`v3S z+^Wyrxz0@IRW(PJh{G5U&Dd~J{8RbX?hS-W88Li+s`)REdU!`G-P(9~T!5wM>`MJ% z?&@|DnE@`t>>R#Q zW^p&Tlsp%DCj_b3wSfhcP2M_Xp7<6?(Bzg77QgH$$iudOw*XkEq*%Yf*hCrZsh`%! zkkjeV0%m1sP-jzg=Wa&#n)ai-TY`QGnsUX$J@WwO;4+JriJ7vnp;N|vEtU9`$)9Rh zh7ag^Oo~4;F(bf6@BmU$FQ0JT9Ck38jFI;Cl{*Pq+|ioN(mv1~qY?RbALwP|&)5!I z5hT^2rBeK%goT9}E#{anf%IN+{(~8k;B=GC$921L06wRHW|B3h%^j&5aYq-M2f=8W zWOO|L1JBr-Q9#?HZJBy(HS4%VVVIXh0_R^^oCv|ti;+ri7P2X9#&7)%$y7JIdCc;v zOtJskc+E152>GT6NEj7IEMk%byO}BOcs&I^&wlf%AJjWf?bHJ+j05O#qtK>JMRwBUwZR?Ic|cv!<(r-LmGAg#?C?AOD%yL8ds{eG%`QiZm}ns4 zmb5H4`pk0fIL;^CV)&=8AiO9oD_4B2`0+J{tOw%j6IplF#`%*xdMl6XC!i@I zbDru)b4(rXLT)ZF;`c~8qPen&${)gq_qgor)2&VrScJ!jChWqI0WvVpSE>FU&i{(g zKi}~QJuosOBietolmF&Be?ZHJ7a|NWqb!Xw4DQcQ{`V>3m*4=Eo`~@i>HZx5@0%eF z%uaw84&eILcRxNuc?X^f6`1+zZ+rXSlEDjuYjeuC>)%PS|0@dkd4T@|PmYqp_s>J= z|DBVM65I?Fct`xeEBrGw{_CBPJa{T0cB=0%``61CKn3%EKB2k%Tg<-_HXl(sR1t|P z&QEFh)DghE-Ve3;$WgyoLnG8_>fzhNzd*_V3dit3#AGs+`XyoVhsHI*iqu4C{>h#A zh3rIzU3i3||jauhr$b_ad{h{y!{FtvUhc@S{^r?K-^Ym~ycxdLjX>rE2;u&^sY;ArsO`bwj0vEw z)?Ej5;s!H{C(7Hv1LH_^1Aeo92&hq%T1H;+a?VVl4CB7fBw&$k>=|+&|4w1vJ(GG3 z9S=u^GL_ze66n9NAz*{}@W~#xjRe7oG;_@EWUMP%s_|!nza{#ADG=Q72Q#4-JUlf! z`!Z559vIWh(|&Wm+at7ZR)9~g#fPOV)Fj;0Tm=ziDo;7RL4T_N{^1ffM29om+`z;P z&Tf9mT!BKc^qp_xPyQvtUw_sY@FUHP~)1UwK3sHN(I%%)C zWHd>+tbw&uJlK^4yYQl^z&IDJ30O%l1h)DMfv`X5FaM5N0B3Y~?{?5*Si+l)1^Z#A*koe- z#`_;+f)@mD<>$)!|0JpYV_rZHcq;$TBw2qM@_*j(JqK@y_Euu*-#Iu~JfSz>sr2!v zzHJbpA*pDF5q(X1xsW1EQj~D*Xr6JMuXhN#l>@e7VKYb;2B}gb?AR= zhD!Y(Tz05`a@q4#G~r+VmGn`Dp**fZQOVqHeOG6@xA}Em_n!0BOHFQI?o>eOd%i8O z-wV_bQ~VtD)pzPmNzZxJ)gU_=<62Qw^VvpisK142@HBwqub|!8(%MUrf>(;=TLmH~ z1XDL~$Vc*Z{A@6OZr0F?2eLc4ItiG4j^Gq#jPmmfZ$5SS)7@!laHCAS_Z#aa_!7{_ zE3gwH+O1LkP!0I%!2{|2ZR7^IZUP!`ZsaePKe*kNTjC_-alKX|JOTf2*0eWYBK*_6 zSYn@soNh4-V!0qNH(y_$^6$~X3839XxyAj}vP%)B9Tm)fx3267{9{Y=p+Am{i4k{j zsM0qwV%4EVyPhy9QtM6X-W0Vh7xgUmvTiqT@G>t()Y;gvjcc~4u}E;p5-}}LWKGR@ zx)V+AV>@QRClzmW{x-?nEzk2A)g{x|AYvcRs})L- z#3b98;JysqP!(Yp%v0;?$HSF!bNu+y)hx@Z#qR4Lga$oZvZ|mr(lmKSIn}m8!#-`1 z;C4gbwX;t@lYjayZ6E1zB-%VX`w2ii8nOWGH4DMn?OmZ(%hI&HtMmn>GGFRDsHaC0lsrh^!7EWU)Whirq2~oZf!B?V z%Vv^OW@ROFHKyoc1=(y$9BXY=997Y}PYPma4mth?PNMZQbArdxEtdZ3yc11M0}~93 zKpcQTfT;d_qB+Rj1NhbUcDw23J^Bza_&0dgbGm^& zxV*d)okwO>eOWnTtRC0*Ct8Ht;IX4U8bO9Xcpytt-C30;WKPDVL$i84@qPw>u9pmf%}tzbS}pvMg)mV#R50%)u?q8dS|6B9S_uO$ zFC_k&5y+F;22)cr?h};^?v)V4v&p>K9TA$cH&;}v+m>((fjqd=#h=Q{cWrT+Jm>y{ zf&h1P6iG1Uw@C5yX^9m1J@3#r3$w0fQ@4=E72_~W67&Hwaxq9$$FZPlYgpcaqft8E zNRBrr@d*%9+kzavvWU{j)ZHKybZe47VJfXg>wI84+lX6w)-qxxZ#dX47-Eur-|u-5 zbv-a$+kKy4Ur|AUDyF_g@-|mZ$&Jl)Fajq?_Kq$b#dDLq2apUIqe3-(}A~MU=?(>kJ^=8Pm zKLUaBxG;&`dQ3_o7CVOD>@Hep*~Y!COI#z9R|3tb3r2mV8EwXuL5~8(`G||~w?(~y z5#<`hgO}$XHD6q7g&N%Fd!Y)MLGf^uQ&tsmE&5-tG|KDTQ%=WQXBb?tJzY3VhGTFY zhC&()nI<9#k#NC?DIZEfK|xkod5hi81tm5<9%u689UC~tqkQsqqI>Kr{UKeL07l@U z!i-1%K{E3U{wtM?N*?i}M#}m@mAuHcryvY8QooX@Md7;XF9FfawK2hzgrhLs?nCvAJ(R{*uG+rN#Jd*;|ZdOAh` z6Qz0=ouqKpTK9GXKc1Nb&B8XBcj0Uqd@(^RxGcMQny5c-m@cY3-zUtkWU@yh^meF9 zWbUJPpQssa4CsKeq;M>tlSScy-(58P;~r^aL9&(I!Vh-0SVJ}FlGD?}6uC}%v%XX+ z9)IuHBI-%$*o+xLs`9)clTxof;)kL+jkWnZxV-?|5ZJ-QZP6IFkvKmG@IE0LgGzBf z4oGxba!J{Sz`6vs9x!!o!n`F9vN^6lYn7BEbNzy!2s zyp4DW`|=sR<^bWbq%~7)nzhtuKv~kZ6%OAa_>#yq_za%5B6>gcI|*A8BO+utjDCs! z)Ox-B7HqxqbxtvSPEP|0G6BqK$`@X0{z z)t_8!+kxS*f{xE&ICO`Xn<@Q;Dit`I5F*6jW}aliYe-NjHlPcEbn!}Z?eU5+44NjN z7SUCt7X^Y>oQZY@3=)^MKu`De{TJNhv_GzzqKGmBsEca_u0VSU#)EHTL4|5HQg@fb zUa%G+F5(_PQc&;EYr&nv4t7fA4^F|~%u{&VF|5eRJO$juVcu$OC48HL@a>(JCQNi2 z?;C`3lXadRJUlYaNn&< z_ZYlC-u~!)J_yIb70tvqN;}T;ExM|hW}5z$L(Bfx%p*Nf=Fd`A^Ue zAO{x}qom&wzjqM;J&!No$cfc>vV6&3wE}hAgJ3DMll8sqmR0ADIMS+^91i5c?Q8zr11`j&8_BvQ)`DW%C082iCGOy?{i8 zV*&dobN9Q*;Nuc63n9TM#_!nJKMVp8@SNYzIo>nrmar=Uq1cM2!O5QtZ(wTixT`)+ z-VNNhUwuu_FZD((&RKvJ{G)`6lgHbud&eU!fd;`tn<(^oH6%pZJ5?IHIKA?+1gb8E zo=8UC=}I|QZgAk(l_Shta!JloI#l=vT1L!!q%e{CLn zv%%UD_Jpo>WyD%4j5;M8hg=(xhPm*Ak4PK=nv35?@+)*xX=lScjDth3ibdDpfz#Kv zM?H9P9w+Z?cgr-28shEi+@if8v^SUP1L8>D)zNZLISWSE@gUdOg7?EoB3M&j=(tG> zH|fVOB_3|N|5Z2g{j;lq0tpEP?#_JHMQtFyumwOFoNXz@#yrjn>%l8qOThUW!UvxAw!z^lyd&W*DyaL#tTGuAk{wZ!U_1>8m( zJo~Fg0UHQl{BZ59(wBfDxctPa_A@!TV0 zxI*0r<5%?9eruVfh*+X8dz+_W;4|Npn6?Do_+?zDi*w7Ku_b~q2@TGVikdMUx^UudkB8dYGQJ}2^lLyiXD!CPQb z@c>_|5GZcnUu@t;4;xP5)fzCmy*e8!Qe)j-ZfTK7WP8^YjK51|Hk8PIJZqF9R-jn4 zKBZ&c)iI+gCb%8U46GLzBAt5M_ zVRCDXN0_mSLP$j+^!)w|&E5`SqxMl$qCmodG05iD#BCfXt{I>IWgpQL(riRw7Mp6UHRbbWPLlw0?< zA`%uTDgpwEq;z+Qigb4=-QA6#CFz4uysuXV3=-}`3W^^~^nCH@*3$Y`wy<|uyNJ0J=z8y_w04UeAXT9DffMsMic z!%Zs?lzq{f(Rm}o{^f{s9|U$QH`t%EnLi`#i)dk0{O5wY&7k2V*BwyZn%&J!vsur; z;YNqLI{^>q<@lLo28GCnRqH!M^OpySw)axjitL&zAWbcMGXVaC$3+}aV+H9y*-m8_X4^L!_w1U`peS@f<_Xm*<-rtxRYS5Ig94gu4hdwsJ09JNlo}bKf6rt^2i~)^+x2 z6Z8pt+~h#tW+gJ+Ty;ElM0JeC6MVjBhsD(FZ6~HUW*9kcB}$lJH##5IFnq7b*aEcu z$|fy^2g_Ap#_xIJ2oOwlel>lK8w+*vxa^*avDq8vWIlpP3Wa88ag1)W`whi%{0tg9 zm|E($3Nd|IU=+EUTC+h5>kOi9-bNz3zm>`$cy(N#b^7417FO=#)IS(r=?yn^y|!zB zQ=Vja;}BvHXB5ugU8ZH)xWTWaq_jv9zA+|A8Ixq!GQ(;BB*Ao_7H`WZJN7f|ttQ!p zIJpl2^EwcOPb4HEm7xCsHd$*kABqLD@&1Jgh}j36nq9x;E9CWiy9o%opI^M2Ha{c8 zMj2;BDcv{iPX2Da;DWK%hJ*1}IozI>DB0bu|E&TL!Xbc^?bw{){R{}#s}d&E6l&eL z#)tX|etKCB?{yK~q&ZGYT4U<2N{!n#D0{IT@K)}&C8)+9hbd{HPltBl#~Vl*Ol5du z3RZiV;UJ7&on-qKRu?-Z8uzi{Y)2z_pv}4GjQ7+Ea?tBU@*L0=Ej#uUzYylMR zMG&Hj@_Pi=D19_Bf5ZR_n|zq}H&J{Xf1!Bz%;l~{XGw<>c8{J9@NP$5N4QCWhrNEn2y$v+cio0z z)Id-Fq1UMIWsB&qdb`*Ct++_EVE^Z99N9jJ7b6vMt^9ndW6s+T99oC<-hF(umpc*c z9JL0-HwMMe<6;D|fwXaAWh-MQ^~opR2o$WPNc&+7^xFN~HlUihk4zUMU#R#M0-0@e zAkAbTAVbq{bu9O;E}xv}$gDbg!fxY~d)WtghwAa)-K4}s`h}w?-q-83zO&c55{}ke z3TAa^lJ9Tt$>~w~40TvgdH{A2uuA=wHv1^|lI1qu;-gm%X`DYzNlRmGJ?UayF33xb z+S_yVI9Uu{fq5ZoOd|_a@=m9Rn(p=W^|iRHy*S>P?>bnhN4A`KHx3f2{I1;NDYRX% z{`eVA_g8)C>sPFcnQEw=In~7IbYIEx8=s|lZ&_)e2lQcj{xmO!GPzbC=uVWiU;PouKP^|g(yUgq*F$jA2D+)kE@6_A&By{suG?+5Pf?-d;oul7O4cdIG+tn=6mmT3fS)h7LabNU8&E4+1SEz?MMjbVElQEm= z3+}>MO$Em^9wunR3yB)S)GS}HM!ixUJLcoi)JpzgkQyIcA1HB?y!&Yem@as zXlFHNv@yleIpm@=hGbSJr{%y${6l=|!;Eaw?dCmEBys;?+Jg^K^B}s}6+y;(eO5b6 zNq?j^cd^yW^tY{E(+6PNt+x1_Nt>>IdwNl95|6%q{W{FrajT-|G&Ydgd3$z>lf>7p&Ty{9;T3$h%WI;~G=M4?Y_u!-GkO7Y>X z#q>D2WA1A6+}&ihp23NQPLu*mYy`lG_Tk=H+l$q!_DP%DJGJCT#KgeleBoghAcJ>{ z){5^9iq^8%VyDRLQ7_h#`S!$bMe2(A?n znzCMaWMQRr=;)`Tt$(#t0D}Y&hPmM8Ukf-Ib=^60tM9ZH4XWZDa1h8=p-Y(r>q$r5 zk5Q9ZJd)NbO;c;Urci0U>i;NQnH*T=xWZTzOrl|zhfrgS>J`{TBn^4tFJ>KnWo zK_Kr^9E$GNTIoHQ4RhXR5L6GE_a^R+4fQiXE#%<*1K6)5_He9wo=W^ZL#iX$46WIG zyPluNioA!%rcfW`G-49P89pc%SA1Z6TU%A;Te!4Vg-O|<|M22 z@0+>zz8uwldTD8$M5+_K@?fgc`&Ggx)Jry-;^Ny4Yp*2aq2Kr97M>krPcmMRo!to<(*8K}Hf6wYD3SZ{ z!OBdl6@&$!F8;1^hVh?CQ~C$|(ZI|PdiIHbLgGM37DV+mbKf*OhnjbDLb#~pU|aLp z)slXV=2ySNA-?m@oYr7Zc7!NKQ@vPI3H~${4ScR=g)e*y^cgVyCi`WZe05{H4jx;g zQ#X6mSR#a41}W>1dD~LfEq(vp=-~piE96(b{X3If_}XT40i%bPGTT*4ifg$$v2dLR z-TxzwAEm;!ZQSN*K&>XNv;|z-gI}QGdz(dNI5ut`9t}b#3xTOZHnY`{h_Y5#EF7DT zRw0$?;-p8^7~bNux1JTz51iLV14eo?jc#SwuXO}fPpH;6F`3Fs`=x;N?p|8 zHZO$RXVk9(DxkMT^p;Kd5wOoOmo*_^R3>LYXCe{Oy)k{(ihHUAZOV>2-mDM{ydn(JF<^&>@cOK;qlQ#T0wyz`W1!8 z@?GGFj}$#$BuEva6?-Q#91R2o$kvONITwiDuwLa_k{@>jhE; zVPP8CE0@VdY6Hvo__&ZT154|@FKvR?OPz6yO&Cm%VsjEw? zsl^x@8=pL=@kTk0)B>r_$+pq8U&XRX*3t3{6^H=~|KHyK`x7AI8c#v|%~KD%@N0rB z^dMfd$~0`w6>4MX`4$K*BcMp`-3sC)qbXZzW4EYhoRmn4&zmG>k>~->AEPT%{>$5-z z#=@2<>BXOE2DUMqNwtIuFfv~%?hSxp)erv~%x^1sj~CxSZwua_ML}9IG=PJC{qe() zfq@}XK1D#v*SBTO$W!MQDHr`4hOJ+C7SM(VG!A6Gr1-DFv14s)Y+SZPj^uT5C4Rgd z%`W{{Y7P_o*fP_<>cd+9Qug?3&Hs4!KYxg|<0r!#1BJX^wUp`oC2>|YdVYP=^qB?5 z1`xXYCye#aN8nT0d-|HbuMRTBz7(>0^YO2)nSXxkk3W~A{e$>VTZBy)UI;WgWt6s|??@84$JGF;l0_?)$c=dULntl|yNnSS!ipH_GEz4PYdUuKi|71oGbnpR!7@ z@aKje>?A)2%9+M?Y9-SiX@ktgUvXRJnM~Bqe0mZ-P!#kzqI*jnt>L#eQfJhap|k@Z zZDJ}bjqAKC3U&2$wM++)x(-DnaaPZlJ2LfBi~o>1v+y~!N@^@z#GrAFbL3f?WJNe4%w^2*zR2DbG}PK9%q>NnjDuXYv!`pLr=Nsn4K6cMz?-J1VJj) z*M2@xCnc|FQI>m97O2@p^c}h%tVcg@Jeuxhgh%)Kz-orL4pQ$5&AD})X+sa{A zBny9Zk}BFP2~HMx(vkb~=m$ARUiEnGP;KUMM>C+!#?$Ab1G%K~KeQ`@61FRABh(%L zVDqmmBU<&$IG{U}NmfuHCzl2*FH*!?K`H+SbzbRX7k3Wf(6q@)8?uzAb5Rs2Rj+u| zr?qSASuv*OwFmvu72CR1Hfci5)J<0J7@veNV$)}Sk{SE2L5Zo{0Kgv!)8S->tk+=x zaY?X*p-B0n;ZSSt86d@ArGQ}QE7>Ag^)$)r|Jgz=WTFd*k~In2g`V$Zxm3O@JL>?8 zZ$o=KM0Xg?$fsrwn}EtS@Q(`!l*b1;~*z#q?xqwt55Bpo|c491m zPz?~~GKQL|4?^LlXWV(taSS8O$HHxCQE4<0@{gZvoTkGQPc7}2sL7o!h>g5@X9P%o zE+5}8u?rI}UmQZJr&W*e^m^ZJYVzz8BU$3$3b#1sm!xD`Oq>!l880d_UMaP-i!6n^ zrHsniPP)2To0S#yZ8flX;Fb;8DG+-oPZ%D^A3`o)~%7gSu;{ob1!z>a*etN+rX5W=>O{S#{ zx{un-5`yv|f;Tz@d&y4)&6p_>{_dGqLv$paze35^DpH-yk7Et>rzFm+tgQK(t6B`VqVq@)thANcFQqx*%Bu(W?0%h43-S1m z!N^G?S7w&KJ7@`I10)2D+6J@ZdF}MyUVA{B{`1S7!nD~kIoZzW=+}E4ku&2pHk|z1 z1uInHyJs6fswYUhyCg&uv^7oZ8J-eL<_FXt!Q>l6tY-G*!w?3i_YAGgOQS?md7^_eq3?>YiDF zpPHi^ykyN93vsBWAlhk}2SlY30_ z%Ffl}A_c@FPQJS$aR~wTNyB$g6D!R|ICSkjy2aO`=;~}pG3I9tt?lG&>;Xx@BNvHG zYNSEI+-%eo&w@N@$-a-k35A_KmG_r~oV~VAUk>d!@LnT!f#|B2W0jGsbbTudT&&U{X>a~AZJI;r zn%eDx$5z3!r^4rFaXSh3vJQO7;m^4@x4|#t+#F*+fCqJLhNv9%iv-e^2xv6cwjTcu z?Ebmw5z+_Pr&G~$K5xlWXfUvU-;=IwTOh<^R>cIbRFEI1`|Rf=MZkV-bJ{RA0~O(C zcWWpUZ-uRXvY9EQpjC0?FhoSWN!N*dJ?I`uwhTG?O$Dwv~1S@BrD51?l>D9QP7C(B@3+`s4VfKkqLa3XGOS>XXZLqgWitF zPx5cK0SiTNLON>bT)sM|%r7w2ZGH(qtC`P@f6{$Z-~^d0?zlapw_MwRD%H9llZe}) zCBNn1{+YhYr;LTy7)M2}CFn*;Bh`hyFF}=EG|N7>7ISjf$^1z_sfT15pTbnmx7U6hsJV8k3c>DWK`SS#}?&Da^Hy-V066KATp zYnj1ADemlsbV8MD-ucm?OUCLK@~?~90z>C4tqnha9<$D^jxcljhu28hpeaO-=3N`~ z%vclJEb8NtyV*pu0|$6jO~A4WsO)$04KP;3esH9){~}71&ey%5d*?r4BO%^ zN2fKkpWcy>@qW%m>eQ>HlEYO7J?(UkT1(p-Ac=H^;MI)t>$K(X-m@((1U1A;efQcfvNGvA zSgh50noE#pDfVt>It$HtD6HvV&6Y_?e8 z(0r+`B$)(Hn|Upk52W>)_S6O7{qNvYYhSwdR$>xTO{Y~?t*onca4X-~H!GTglheqI zzT11O=%j_g>yEqSy;nmJLa}Zf;;nRC-|sHJ@Tcl^3$FdEqv)6SEf9V$e;25#s@kjP zHox+{qsRUFU|W-um=Mf}%&^%${RdED8QTdH&ehw3WPVQGuE-w0@Qv4akc`K>ZX*}p zfV?@^7Flji!jRh476z4>hb_lE2`n&nKPBPq^bh33x0dsWzKexh zijNQ6PvOasTeCWWL>X2aZ+|``edI9AgjcuJ%JtOEosg%=Cbm@Y0ux0AWx82ami5fR zxxS^rPTxd)hegAlN_PaCVR-u6yhS)oylf@nW@GhNxBa7_qW%tnd<*@I%x|CBwaq}Z zRjv;~gkF8Q!lh^9tP|wvpN!2-LCF{E^Y)K-UD{L9G^v?mGgB zWSv4jB5EMfk;C{fLt&oCWARNuErW$$Cgj;qjr_o=XA}mj#nb5`l)#2}F6^!Dr;&0s zq}zIdi#u9lp;c&IXIP&18#NpYt}%^Nz4FCqpYo;r)2SF%MN9BAZ%D!Rhwm` zgvG)3j!(-{iS9=B=k(Bn4Gfmg%KE@yB^&CxGWh^B{u%|!y=u*)m@Ms_+5qGHiV{KF zH<>+eilX9_c%ts18^^Ktylg|6i^hwwle)L|;r`?W(P?z62I{zyy!6T|SF5v1b^RW# zI$?pHM&U&P1#f+N$a?Wz&bM~V!kk=?4>V$c21aU21ke84Bp9dJ#*Twsic5Q%K}svP zA)pCClJmJMWyK%o3q|OH`R4EtL&bIa!CDx8b>C!}Z9ynz`Tnd~QG9I@&3jiXSOl(I zdY@pb+B^%+QGGh!$*z|qMC zLoIeUc7YB{1TP+M^@|kRM&(ZHyy|lzeJw=C4FC0ioxo4V3)L9)Bt%}ZG%VlaD`a?! zvkmHE)%K@)9DnkS!1u{D+&e;5LXvd;TU}0=OD80P>&Ia zDifno-Aj#@ErPV-CpJrs1CpfYo(k6lIERj>QlRIW<&QyD*x$a5z&qkv=cq1xJnWL@ zPl%ucx5KY=O$LyZ=0F|mwm}e=hgze6&O$o;>8wT>_G|NT7Bkfe1jBpJDF)KNVAem= z-_dmJrfWnl6J0yu;*Jv`h7l$~hBc*SI7G=g_IWIl_n(fwE3q(GFZbKFll%`{Z>Nnu!kDopkN@# zW94nHtxZ(9+pT7bY2@;mOz6th6#j#l;Z+NB8oWEc7z&KqrGy|#qqxDsa|7OZvvD@g zm<(CbG=VUHfO)l;acg3#Z~pgC6H9-MMavc$8~aBS#AVr(!z%N2Udhq+pWE$z1}H8#Odd)vLZ}8_99WL zE(=O96W5DFJ3FMWf&&>#v@#76q#m#FRO0<(e2Gm@kwH%1G<7I_>`@b=5?#eKtWz$a^P8 zplZ3~I&?XbfVYnlrp{WI451s`!^Ygd~;B{uMOcw#E!&h58< z=Xhe@<`5tGa$vS(C&yBt_Vd0_BK)ZY$WU+~aeK!}0D-;j6wG&)JOxO5$;Fz)`ij)2 ze4+TdxCx6(Y+X3wby@+H90d)cxmmk@>X+yqF3l(wD0ucfCkvgc!rH5Dp5OVLf-N%L zfQA`B(CmTZ8VKR2I>+pL=u^xOi*rdzcu}dg>=ZCyk8kEur;DX$#2|& zEdQoT{1dMdYrc0fRp$HP`$AB_oaWXYEaN&?*0cLJg(X4X1VXi9dzn=37bUMm`p-PB zaz?;3gK=#A)Caiw%7=q~T4oG~udlOf+T6xU9^GCSGe5b1JyG-QY^2l?2wO12Hghu8 zA0qab)&wGuQs!;V4&I!v&&>nV*7#`AV{H-mLb`_$x*OidSP5K44e{B1!{dxa3Dr)6 zzI^L9?(4yT@D@R7%7P{k2U$aa6 z;Kj`D-gJzQNr=csYwzw$zY|?vE5ij%lSIjsy^uf-(Qa)_#jp&XX8ve3j-0Js%qHp>c^RbC-8{zHespF!j&7VB8?tLdg z?ny<;Cw!8~cIuqnfgm#u1r%6jX@_&RhDo9sKrWwI*7oG>m}gmj)cB?z23_@3@TU^v z4b1)LGXH`l`>4y!&sr2YG_2Bw+V+h(^S77;Lb$T^i`{V zWqsn%Cb2PYe`9XiE4GvMK;MIza=GcXoX8043@eS-JYoZG?+W>px1HhRe%^y#$&f-D zXW>-uJWeS2Oib1IQb>t;D?bbquSH1gV#QFmj_j0JbB!SqHtn-!5qx4$I=`_Q>7@1C zjIiS|Te-|ll04QjN9c@Rwm^eX)9?c;XnAT$miq3%B56v@PhL4fJ0H0%GC#uZ2)Klm zyhvbTbGQy@dNL*DK?R&K*LG;*%k*k9D(D=sx9jx!6t!Z^LG)g-F&2G^=$ zOfZY1jujXxeFx>(gFb1XC_UauP0`QrossdN<|Sm))7C|5((i54u&C9PJSyMbZk@8a zvD-NcbV!^bW6C+xT&AplVi-C{^iGbIGwi1_`o|G6o&{Z{^9H_kphza?6^pPcuow|Q zXDO1P41~&#PG;bWf$bMr7o!)7XRa6r62~Zv^;Gfa>`^Jj>5Tq0 zLWA=)!iLj?n7y#2zFnEdx@bx6yUvNvNNP!BPPd^5o3#Q3O7KRM8vNY)tM1|4bFJo{ zD0;0PAAOX#-N@WMRv#_;27%!REM#04-A{Vn9w?GKadPSue|8($_^xY91{e0$+(u98 zE-QE^v$jrOHL_y&V5MkGPtrX`%1sX$z9+Ji7nC35Fvxubf+Mz)9Kh7W8wxCSQzak* zk>eh0njOf@%V~~uqnrE}D79(1jN@i!*?z5QWcAwnnQWuC`YV3E-z94|k>gl;JB+Ga zu>CC{fBs>ylO8vdmZ)51wlpBrEh}fg$3$+Fvd#W+HLoLO$qO9SX$RM1FvWQ-)CE}I znoDX@>nmTjaSFw4C*vl5-D4f{x)Qsk&_fn6hkc8bBZC=sD;yvQa`*1-U~%v zqY|GJv_iy4w5V@uT)ZD%O4n?vAeSP$%j$EKH+0OxdHS?w9{#h&H*bQ(PFbT2uL1Sp z2A#lZmj{*I#uc;;(zYBOcwZy}MZzUv1vPB;Q@x#QNm!^==o8jonjqID%g$}Gw=U1Y zn)i~$M?^A&O4i0%Pclu{{VYU;L;vENeJn;G%r@D!N&X^Y8jZAx78GT)S6}4(->BlY z`ho)GYG2MNd|;ZcTnFgbXT4bF^DuKzGXMC>i`-nq?oIB%TMSrF?Hau2Op~L^ zT;nF)<|f=$gL`L~>WRM0ZLO837#ICHtPDkSL(Y~+QcS>@Zy|NMg`BE`teVI(VyO?3 zlsN8Wy77Xj`Dt)luDlKr0k9)?TdGM<*sTFVe8 zJY`KA_sc%of1FyQ_Sajc@+u5Y9Yb}q2(Yz7N#0_{=+6dkAbhJR&g?E~U|=a*v{~uk zblzqP|3hs=10Yif4UiOBMlgjM@TYbk7iv(}Cd^!0lDDR;Do_|2aue=73%PTWh|7>t zB~y8jtdVBhs=&^=pmLoP$An_*d_e6e0c-UD5YN#c>zBQ4FH~F1ryXMi9vQ(fO_LC& zZFW=}aZ?7=$d0j#?uV#TpveaqhVLi6l` zeJ&Y~$XZyw6WvhE<%?bA2XlQ>jW5IDS3W>2?-%8NPS!%a%L@1 zkdGce7w0^%%yNSEflZ-9;R&3J0;?Cv@imW9x&Xz`ky$6&_`3k6Eqtud?fMxkl3T-q z{NLsvb37~+7pa^ck^Y;^Q{)PMcgO{(TYX(pyz>=^bVBi6znrEajbmA|lHaheoi*M$ z5A$AV{Pa1Uh~GeON-tjLxv9F8P}i5^^Nlpb%144d-KimI%82#BSa<0R7Tg2Rpp}s& zevwE40`ts;G~veQ2hM&?Jqa|8sgQ-vDKNI?Xh<3wwIVt#CGNhF!zXBI+Ho##)6|c2 zIh)1nTT3|t4T!1@Qs1ZvvU8(jI)*4H8|`2x5*pvO;-;Fi0THc@B783Z8N1FzCMCIB4smy&IWT zJjOlNE!y;w6n%PAsu4ZV;rGU+kKT%1rQG%`RZvk8if%s2zLTo5Yl}W3?K|zj+VDV9 zZJ-R`y^m99H<%!nSjnoA*b|fZi5XS%`e~8~;aYhbZkLB8tT7puqbmwGb2jYO213&s z^R6a((|x`V8ff>HG??OEdbsR)L5ai3y+b=x_2S<=Z=h|=0^6Bybq#43#h_63iNDt} zb+Tn4gJ#b@i0*@2yLHtO=8)5gy6n3bGrGKpq)ETjgSO1wJ3$w9D!|UqzUjoDeN!N8 ze7Ahf8MXc0qi_XKxx1-k;TM`9+*j5(O@l$%v3(x6ID+ubHOh_ZZv;aU3PV) z)vu+{03CBWKkSUhB@XV^XzD&MUQ4agZDrJUbG#BrwCH*|MF}GQQP~ssv76~w158j88~#1Y=;O4opNQ;SBQ{`|!N9b@&If z120Q;`p>F^54_^KNG4>^NwvAagup9}CXadDeA;G#sPt%_vaz zAYIV`ig}-Rhw=$|kxL{X+&4}`rgqGtqIscnS)b!ygzl2hEZ!Z+7cd53-$XW}nX#8_ zYF>9*8+3>c`EVPCZUrq8FvpHRQ&>pa&{-u=NPQg#Z+Mr#eQQbHoX+ULBA_95-Pq>X ztq7BauBgoeux7*eJf{88_-%7#-{S1q4bH6$^cZDw3F=CQ%!L%D(!bO+ug0g7d_23m zou?HsuBAU^uvy4`QmxWDX%U2WA*tYKj?>|OuaocRPW)JEct>a&QProzewZ^=i>>Ci zxkU-e?$g5Ys_xMW9{J~%dzlS$aRnrtQXdUA5(h=GM~olt;JR5pwb98oAI*H>=oa1g zoSZWuZ;5j^TJm7Se%~^0i8zZpa?3&BXiTsuAwF1q2(-v}a2T-4^&n!Uvw8TU661!h z6!o)$)=U_6UAOu`hN)23kSdRmEIE4Adz-RKoJcKgrT(?KL9)%QsVVj^3<8{nr^Rx6 zfmdyEtX`{F z9_(4{3>UuaBCxa#u8V!F2cEk{JaX7e`Ez{F5Y;`_svI#TYgjY%1@dJ~++lxVYi4H1 z0;>4KR^a5qKXl;|va;~cf2qn371iI^od^vH@$9!fA{39BWG=!diyKKY$^HmFHv)_og zIh?B}>Lo2||AU_P_j{BHy$u>OITvC8kB(yP~aEn3t5@D}G9DsVWv-uq>& zrrAdPc8YUfL3&&;h3A`)P@*IbvICJZ5p*i?L+O!J;S6&ztT0=2=GDWGrI#VWp~Awb zPu_Iv>j^_3wSRI2%k;5fj))k;s#=F~_JuH@<(H@-7s5Y67aJ_S#2=^S_&g)CL;17* zvvJhWwLCQ=k;vy=74rvYG;-}ss}C~b{UwFO2_|xfOi1tV6~yBPz(?Rjo+#)3AbFxm z%!q#35L6VczS=SAo|n`il~; z&dc8YqWZeVZ7qULB_fjso?sOP(ZssHI@ioCMyOB_gW05XS+mBo(y8^3-9S*7c@25I zH#OhZk zHVEKl;bt&Yf1?X{{~pT%HYc3an>XP^`o9>7TJ7t#-&z2d{b!apbZ47$&QT#PrCCE9 z)_x~Kd&;_{*RX0c#Ifn0JL}ct8NIwNH_2#_U>;t106-Hv6jVDj&zWGQy-RCuH*W z_+_l*D#`8eqcW<7;MR_!uinL$bMy_^k-_yuv}+|`6AWRTko5^H$+#M))b9PNgi}6= zJhs=*$y}t9tE#6qEX7&Pk{v$A6Xz`Aoge#M)K%MVV;U#zJ>Mw&PG*0hxKVlw^HS)Q z!6gpM&T@%383CF7q1RsV4X=q8-eRl1eS_d?@V3w0nl!2Y=wkO&bX2#VIkBPVmf7I& zvF^9LmM35@RRe8Xi?vw2NHZSI!Vh~me84qB97duAw)c#B5~q!(7o8r0B7Vf)Y!u{` zM9=Yu)2*R*?7+4Aym>CsY2n+{+uB`6pJoH_1OrXitycvTWeiQe>F@Txikt@*$O_dM ztsj=N_#I-#4Lue>=k<9p58@AxG6&n}LpV5lX5>YFb(a1sXjV0NA{WP};I@2S>cD#S zB-LgdxZw4MBsvJ&x4@`IB~$3!R=$?4PBpj3y<8+CbXt4`=WhCUQkn)uCKa>Pt7WGj zDDd@?4}ah@@kQ*OTBpt;b5Mki-1o=|0BC|m;F{s^1zDz4<-CmQE3mIiE$-0h3~rU_ zVh~;208`ESW10(z*P*JYv3%=aQmOYlXRkrUJ@m8|iq*=QSK0nAT_CY-Kp3&l z6g3`f+}^<6?Pb|Yr<;*+^ReS{kIPY=n8r=;CQ6M;pj0bOCJ;|C+j5x`K$eZ3@achc zdY4H+a6(4nxnsZ1Aba$&5Ee5ee>;e4tQ%!TMkogA(;@p#s7r(jtyOh z*9^#5ax>7$YxGviHfLI#1y-pOg%*`t@`M@-8BAZ>Q#RoSWn3n_p^+8I40So`m|)DJ zBM*t@67nv^*7$ORvRmPQ9p}>s3~|Ffh}DYZark~OnIMa4r5yC zo%s#lYNO19p^)ryf2}c?K4#>8<4|*?2h(Sr05lOA0y&Jg+GIDDD-L4um1SG=B?qs3 zI6QCqKa?=f3BT+4it*f!nUSxd30D)d#{GHqDz+uHVp3~xC_vU4QIC03%R*-w`v98V zinIcnzZ4)_Q6!0sbs5osh4fk`(2@ucWo8TYSFH=^q-XU!snU3xA;9aVSAnL)b_yR& zcQtA*ryV$|I+=nKfotr!2V`%bVycR=M~z;;S>rjvUMdZ=s$bM3?Y1t&$r&8{)KT@! z(ZmqWvlom!j?&jU$|?6W;Rd;anKUAUH3qE|f!F&Vhb7F-1b#6i%H)7d2gnv zLqw%}E|fjR5<)XptNfeb@Spc1z`9K(_AWgyWlXAbQ2mo)ZYpf7Ca>v7I@6q?L3ghj z!|?5WZg%-T*bR+svf-W0*@v*vEDs`&-&p8UNyqYVTXqzmETkISB zOur2A`(-BK$vu!|CmRxdPBsY)PfPH&iRnwt(1hy_N_DZ013#HO*5^tcGkdI)hD>mm z2WkXMf8o z>pib&>@@bFpK7}D%vlF{XGeUc8I0VS+3|lN=ZQ-4xX$6>Ob3w-v~qdaRZdZ|oV7yZ zxX>m}GL;vWJY82)E$g;Fa-PYyLpxdB3V=hsd=_SnsalohJ7E$l@X%0dJIMy)8fz+$ zJmQgbr(uz%3}tvt#zyxa$j>T1yAMI!{zv0}PU7RQ4MlEJ;Vf_$<+X>7i=(ck)Qeq> zjK+PXdq3ZuU*0FR_92V@;lmk&LH*V#6d9)=BFP>q|sUZ=4P}>FAm>8ak=FU!YWxOt8lqR zyLDtj3Oy}8?ygym_GrB~X!E0ibIjQKe`yV+&DBP;+F&^xtS->Y9+EY zxp;;|Zxuuzg8fopb#4cZ)B=dEqNXOpVDF@b<25HVMe+(??)leaRC8(HZ*~3O#Pi=a zoGx;MEBQ*-UG(LqvxuzKIMa_`;*D#-oiFlw0a95+p9^PbxQyK0u1`GT_1>Y9BgI6~ zhCbX6QIz$kOMRj+dJCYkMMgE2DW^^*Fi$aj*wn1&u0Teh!o8yw*rzPWdj4adzid|g zUb(0`MRx4i!{6`ne|VO8Il#~)-73j3`mde;wtZ|3fbC$9yv_X2d#(TNr0L%-?|Uz= ziw*zZrm4R@h)@@x_kC;T{dFnDzaQ}Ds|DaNj%K$UTDzgH&M2yyS{=ovtkjO&-jJv~ zta~~yc={K6>wm{gsFe=8PM@mVA~DFQC0%*QtF^<3{{QVHQF{I~sZnS$v5WtO>i%B5 z{A<9=y7&*%{Qtl5#x(#yK~yT?Y^Q%gvs~B#kqL4u8gc7$+VaCZW4jOAPA7pH^ENpvi}UBI0eAIu`qNol6~3HU{xLDCl9%bA`WjofH~?9h zj-)c1rMRe%AH;=IDMGO%DJu%M86AGpo&Fy4pP$kxZVo1J=26t8<~}17x@xM3jZ6iI zd4F!nc$H$$A}xAqN-P(<$Aa8AX`ZN@%zwA%i&+D+SP_;V@Y|GB z@pY%0V}x9W+6qU?ylY;Gc>Cy0t(~6GuKV=QE76wuG*7*5w6$7JR~$VvLf}#U>mUfA z1|(@CJ9*Pef5rAyfl_?E}h@*3e=~FqcfE%vo(DhI}H&&-La; zQVPXvN>*QO9Ky;1L*ZdNFCW=2G2I~qPr8b-cvhLMaOS*`5W_;ktZcFdlb)$`YF)O# zLJ~i;cB;wYIbELNYvtK|#_g6et~9Q~eRdeBTwe8p;@s71UB%|0XTle|blM5v`d2k9Z}g zr+-?DC9R^qJ`1Jad4)Hie(4A>#_r|klbFp(!UZw|=X|9`J{<8)UndHPe*9@KA^|2y8!m%AG4UMQzG{O78R zG2?AP>sasSyZ`)#YqB%fQ0aGp(XPLdck3pX!0D*3yGo6(X*PFkUD+0+f-K1bNwR(F zzHD{OWbWP9GV4@PRM$@-bEUl-iF74XB6ZEeGjkdxY zU3}qL?yR~XFOqFi+&dIe$8?9sx8yY=WMpiZ+{_7w`H6b9gOC5Uk&D>?dc66!)rS8h z^tG`QK2dbI_0^}T(}z^{r)P-pER8mo6%~Q(7G0Lh2CWr;gN;f9>b>o>oEmc9MJo?z z?odnXuzP)A!A#_$#UO2bRTQbTT=e~TaeO1%4~HemesLVgc0mt0a!YZ_oUZ?Q_Z=PK!LyE>XCm<(W{S z9%q90M`48z1?8_H=+@mB?mc;!t<+SGd+r@;#$)+)^8ROcMZ}GOJJ*l7>UYOCf6|i7 zXT@+$0kV6Q<~{|o2?@_+Tw_ABxuS?!b{L2h5auOR8p+W#tfeyyz6X7-KLjufl78nc zlDkop2m0M!@`nK4ertM|`P{_xA~!t`4yF zCT}p(U5X)Z=Cy%c5ZTp}BIVkmUgK;!%|2&~L2Z$qYY*~2sm5*Z-W;5M^4=pMYOLuq zqgcgj(5(wh5wntl`|$}ysek*&Ob!yvs3C(e2Q=da=;4T_I+I7@+-3Xo>@e?6kSoV( zmQX_Dp}io^=AOdv-X=tc0JtOdjxdCkJ5S7S$U-T14Gyl-#myZs3BY+FyPKtuL3DlD z?|eN1eoU{Qm+;QuH zd#9%g)yA_VBR2IuWqChflUYqJ0mSQ8SV_h3Z~^f;*bwxYQ!MgpMc}Nu4NnyyZWhJt zbkQJE&0O{2?4mt~?;iVo%NJXBBUpOxYFR5 zV85<+GHYp=cb+Rs|+S*aRs14pa5t{$(})(#(b;!AALw%L@w zNM%t>a5!($T{l_%Qm%6THd(ybty5FCNucy*6aW**jwKDoo?xWp?Kx}^WcoYLLp~xS zfT_564CJdfFYbXu@dFiJrkIpkYV`T#9%qrkxgK$E4>-S zu8d$akH!^0XNz0k?kgtUj>iztH-=obT!faBwL0SiL%Ypv3Z8^s(jP5^2VZ)97qnj! zJ*p7-IOX4V^BLMxg?_c~Z5}*SZr*$J3M-Q@q1Yak;_+@XOTrVO%Ct&$dS|$&JAxV} zA+r{a?);hF{h1vion>nvAZfVSnQs0h?elg6_2G8-LT#eM`5JFSLYz&2_oH?3;(|FO z`qr=6d;RLb`hCJAf*!4Hn<{G8ew^GcxQ{%1#6qds-H+Scl_IRSm*-WeDf zl}&aOr}@)*ssnCqCdf7ahn@FCyG(_98B1Vqg6{^JL28=Zo}seQyV#vCxKW3WNvljb zxnt{lRFrAK<3P@E6h{yVs|H`0ZD4IayezML9sW#RoI&OFUV$OkPlA+h6Y|ix4|of0 z&!bGfOMKc(U^ri0kd?~i34X?t_h{!iktEw6kstsL8>+-VN4fT5qMw|s?Xl!(zK`Xm z0rK%X!z3f%iA{u$pM6{=+zZN3T)$#IyLiiEtX5>}fi?47c=FG-zTe)#MgjOW*vn@9 zgy%=K2L@wMh}G`$A;v@>#!!{*=k;-%qzljIgrgg{j_}qkWtT#vs5UL090bwh0nP}& zOMN6zo>>u>tf;_hlmQaLKYWtY40yvwGoQv&9Ke;4TjH<&aK4D&TmbQ~zljkg{9!@? zfJ(+z|9NTg*u$r`A2F!U!KbxHQN20gYVOaSgO@UpJZ-)vb{*ey07>xu_o{Wc*pWP~ z)sGbta%~aKD5aAuU+3EesuCM|wZln&OzxgEAzEi*CYEjf&nk9oVJ)Sep;sstO+5U_ z)x03Tg{*QX&e#e0cy)Pg7{TdJm?=#?hwX3>eL}Z&)#b3+Gw;EXO&zU1K?^NuKm1AD z{k}SNS;r$p-Zogw@nEyJ=Le1iw-T{h?RdCYC~xQTVUSv6ufg4KFk!4x1Op!JQ9U2g ztzQ&@qY&`{;FAG?r=Xj*2S3O4UD+aL7JqGH42m`W;E zcg#xkAGpoVxg72tkd>b_+rDqn0eViYPsNzRBrImTjN0CL;^~W2*mcb#@tmNQNo(`F z0O-uvTyhQ_jRg?(7QKr-JEnti>?A32qj074VMlTM0>WiSx{|khW%5oBTmqZe&haN# zwjf;C9#Wb-%KyT_J_s2>_YsF9S=q7mW{iuJX3W3Dq2CCkvWnRR_yId48JAq%U8_6s1 zYJyL>=WZ%;a4j$aIP7rh&-EegPkp#~`y$f)1S3ta^wJLta`VckhGBGPwjc{p84^e8 z=v20dMs?Nq8tLtf(Hube1>Nqa?`Tp7-%jHI`?IS+K8wEbo4F#r&q;K?wiqoL0EfDr zmMZMNZ1)lnGRx!H?$aM$U)gWBO@3pVY32^V%v&-CuFP|FOnbk(4HrBTuLMzW)7X33 z{V=Zr)99UVwpkP4iaBvO3}aOM&UWEpOAPNFpwHrHw`wt{^W9A9)`Gr4Lr<(EN9Y_} z4v@1C4&&mX%EtZFi&dVRRa7TiJ7k|tW)|!GkkJEwUei4v03`pvzpw7*K|3mjP4v}0 zOg4v`S%9ExJFdr}KVE43yq!fQ&cXUPIs7Tq{tLQ_eeuI5uLG158-1W;nsgfsV@xRe zx&nMYdyOr(!$GKtE`S2fNaQE5FNY#@FOEouo*vi+&gyNV0Dnq-NSuBU#;s(90Ntew8WQc*;hkLz*{bE%8^+r`-|pad3yy1OjX=01mF=? zi{S0?ahd}K$~40|82;qQZ8$#nysEc>(c#6If}Q5YBVKN(<;%mQB@focrw4vNueRTo zbKnKAl_hqc{N#lQQJAKe5C&@uGEyxzq7I#(7p%lLlSF<)b4Cf=!lL(SgE?-m@!v}@ z-IL^6=aG6~o7Xl}%FkXWLbVwrn$=#%AlK9Mgtr;Ya^j05dmA|OXPWwS#+#F1CjOqz zsy~$Mr!)gx-U#D<(KTLM8k zdrR`=U*$!B>xkoCtPD}B$Y~vJXB1=L6!d5Qa`lh5UA&A&3utUm#XI3&8q|pAU@~X+ znEBuEP&Z&R!El7Se*p|XHr4Noaupy05&huX@yE&j`xgL)55T{@#((=M=3mg>pWmdQ z07iA6iSBQ4#UF2dLk@sx$I|m8|HG?-f&ihst<3yWZ~h#%8*pda6b!ch^V2^bD)1b5 z74B>@%l|Oq1E7;g(|?8YcM1KU35QKAlOz1cDVM16jTXRZP~)G~U4Thzf7o#S<9yZd z?tf|t1#F`RU|Fwp<|W?$V#(tmF z0aNeN5VH$EHT5^t{)6T@g59ba75&?sDWWd0(uAzO|N0k}pr2=sC&2Ue;EKJ+e~jn? zO?-6$)A`@W{Pl48uWbG*mTx}m|HrcFrMTjsi2d7E97t>U(wV-!8;B`dGLX`<;qpDU zRn8P6Ur^xcgwkixk#RQ~yZqJ3^`Q~ZZzpgW4d6-=SUzR{^_jrQ%{zT*X(Ur+@A8UZ z;!tqHVbG_B4?r1~G~r7;*%Xdn-vmxsN{d~~^!XLey8o#K9oKCw3?b54Yoi}-?1%fk zqPk<2;2b*ec#$R_!-(o$l?KGF2g{JDWL-~_IQTvGd)#`56WuaMQr?;)%7 z`}K)fc`_@>1_Hc0Y5eZd zKipmmQ=pd^iK==2ck)evGIXHUKyFP3G3Ox&OKrD|Qypka7csRKT$OF3EaeVs20Y0b6zZ=W~z7%9?8vtI0eW)xAdCTiZV;;kDU;=+8>c5S@`vX?j+>v4&rAEQ zrZ6>~EhM6AwP%Ef&pl>-!!F&&Yg~1MV2Biw@ z+%wls1z_L~M<5V1m{Ob;=q6IU$89}5eP1~RWyO~983wX{d!%Sve8-$=Wk^PHeN4v7 zwo6Z-ZD9;am9(L{zR%*QTyMT%I!4OXY^2;Z-~UVmuOr6acL&*ll~ZQUPUGfg5ZiU9 z;3WE6e2sfm&T%>@cfx99*`M+=ivg5x@xIG1>>aoqd0P6#9*h^JI$ z9R6we&BaT^x{0$xw@ByrK~BQ8V8NP-+dIV(C*}*)o@n}KKdaqJ&Exd*$egC6FrAo* z?HqPUxdeE>mA$D(<;2@Ir!3lsW^rjv{_o;xB~lSks^jwNHDq;=W;tivn3!30V$2$@ zGt@fGLh7B1#fkKC*z0=xhX6gohDlJPvRyc77{4*vo?)8E4wY384$5#7VR)fwpnfB6 z?*Vb*!C~Ud!wJ1Q(+s7c8Yt`cYCquq_xPS zk@6&^@qD`wN0pB}tXcIyVUgWBE%&`CGaeqD2B&GESL^DPlY?HcDo;GjU7wSBMjjr) z@SZ?!XYrG-R=PUe;H7kGty=BJ^RXuRsO!hS{B2qS!+D z0h|RChX`WdbaY~z#Xt@duL?*m%ic06aKhqNh6n!)7E z?0Deh`Jn|+u5jn;#eqv-Rj5|_WuDQvl~0+&imi|rjvT#U9qo0hBB{=@k?d9x!75Xo zK_3*Dcp6FH9GS}d#wz zL?vd-7inQ)-FY1S%ctR@AfaQ^l*kLOdP-B zlIA|V?i_Hf#M(b!&wY;GWInETA|x9MeMvf^upZaT9VYm|#p1VUWqNN1uqoE=E|8jfZOhbjG@k(0sG zS9Q&L1x%r3(s>f`fdB#4b8EWV(p1s)UZN{m5zg8X;OJCViuL%7x=z`80twwz4F6a- zexQ~&AdJNmvS+ji8SMqsV-YWM?tQtA>HIGEb}09ULpNpLcFpaaSETA7UWt`qD(yE5 z{^sQ!+`hhgV9Ti8p<0qfvdH_2@y2J9$_20W>E$vG_TqeO!Pc6D2)|EF>Zr5|3{0sN zI7B3hQ5H_sCA-b7p8xTWtQ~AA03mCx$=E$V4KvFdVxL;48p$GA?ho?a$2_8wR&lbq z$Jg(Z=kXB;z_H4dHJByjd0gIMp%hH`V2?pFWEe6tCDP7raUMC<`Ym#rsg?vi>iiZt z9r+eHW$47))Zyz0tx^r7S|rT`2|R`7Xqxkq#6IHQb*UdH+eRVqHuRkQ^SGh54P|Ns zhL2j#;W(QR;$tZZ7&*iSJVK}5QmhdwAoZ!}B|(_s%`dO?3ur8P-|tieX=+qy11g_k2NwUVW2o;Bd=uw-wZJ zf1E)7EJ@H?_b3N3Plhf17D|0Y>goi)aj4>Dhdj*;WD_gG?0d;ua6$Uuz>xpssQX3D z`}RQ=c`uI~_78YW_5qy{Qzp~BK!MWn4S;9kutfQNK_U=f3EFt&YN`rw*t(i>fPWny zYQSYjjl%T&j1Q63S{*4m&rO(Lb>UquBTDtlU^D7}!NS6lst0mrS#}7>>#^;$dTL;z zZEA4ni-FVBcohKw2&2A`kUk;f&IAwY?}VWSWQ+CI`G*z3(1DDNILgn#1&PuLyX0F3 zECyu)F8e7bWqQt!n($6*_T@Vc1DV2OCnllHb@?TRvCzwL{S{@q;^q&koN`Ol96V9Z zTl*E!&JR@Hwm9NK7e&`NN_f*%Alx&8@dF#9Qp4-GCA*PjHr<7oZ@mql+as=rSWJvM z)v`aiHEHH{Dul9BIpauDCLUT_aE*0miS_m&pCTF-W4xW>C*XO{4Tuz2wz)H~e*=ApgBl87 zHxo;n6YDE-n2y{7sIvn{p5lFavYZ;Kd(KjvJ=mvb^?pfaClQ&HRh&<>EWsu}d-{|d`wF(5TU=6!_lh@SpJ$o0+l+C2J;|%h(0!EnVor3Nu z;>Q5k9#y36J)YC(dtLpMTCMZCC%Ms^j;BHVh4R^cn@U`U3!M9DO-+kg?LB8GUF(+S zDP^_!YtlBIq9udm)4@w)at@|uki7Vv=4R_{IA(RK(gPnz++v~I{v5XsZ^F(=!qn95 zE#$(Q5KR5zwT#dmmuF`@7SjU%KvpXOH?mUVM-Ud^KoQ+&0MkJxd? zP4wk?>R7fz=woce9vc`TKE-`~*nB#{x<^lk(_vEWCtJ!Q5-CLAn^wq$V*A<<25q8@Smiou&EhMj>l<&OX@hqSzF?E=1K1SgyKhbcXnSyy<{vyY;B zpe&@7{Lqm)>ja1hJc^HcVjb|D{L*bV7lYiBVhD3D31go=DZY@>5Y*|$BzJN?hi-g5eg&`H3Xy_gD#1fFt&Gg-OnNpsy6QJ zbHSs^Xf7n%hj-KAkc8DUZo4~XFjDqix~eZ$sPy?^k8Q4C_P#mNQfmrW0QqJT^X>C^ zdQO<(n?G%T`+2`<$8~nzZ@0J1MIf4vXYvQ>1sc+GlT6>Hq%{Z@6SY~``&R7}g_ z5R0>rPwph%37HC_4F!3AiJYCWi*$U5bfUaUGCQ454Pwv5_|e*PC2 zLQkds`cr%9_kN_GXyZsg&!fIZ-}}7l>trbDNqSWyZ9jWB^`s1JvSypst>ja|Q^0!P zjHf<^@rtGR8ArdQLF4V^21vWu3`2qAW%gLxm6eiVhPWGffmCRLL-}K(6zZWHFH6gd z|A?vIyn^+}>j6XK&w888VKl_Y2}knhjhEW+cG=fcZzRSvG|QiT3GcRN4iaOH00GJ2 z`Cs=tj0uQo?AJ08*n@^=k4q$a7gW1yHV4Pl%Tr!X2GaxluDu*aR@#9P<*q_$a26e* zBCu)@p9AFw4v_brIT5dDpJ1pcD*PVoYYOocQP0jl*ibA0klW(T=1+2qW`1O-!9pRQLudxn%!7;HE;r*DSq2#sbFI@2@LlSX&0UOel_-7jf ztDCAl37p0uc6gtjDp1C6bQT$7{m4K24iS1BFG~zvMd&&-c<3uA8e@JU_ub&u@KZMDdh3aWHwwU8Q~_>(Psc zR%?>OwzJClG%5*d)VZw~-;CYhQUD@|I+CDjo9&!Ew5s;2?^LC=LZzgV_g%=C#zNGb z?kw#nOJO*Y;p2JY@XFU@%tyKE)%sfRkHIcDFcWP}=bJr&8-9Dy|EODfa5c#5LCAI3 z&)|e4dI#M^)fK05b1DP94CpH3I%Rlg=+<}MmqtYsqI_10eo|_KJKok3A4P!RUWjHps5Gb=i4=oTpufU%ix`{ZgRDXdt8JKDXS+i z#Y2eAk5R%g;a+K$v`|5}+!C)-WQSYG@{&m@Wa23#V|Q8WEZ^*$BSzsZEyUFz zncdU%H~8t^n}%D!1;hpaN96Ec5E_DKo9om2?rO`-T!s<)DYJ1##(rX`>J)x^Nsjn) z*MqKFv?!kHP_jr9g%4zHQv67SoA-0H3NP0;ZypUUOE^+sS+_hev-o_k%MI zSuy47bE*{{YfGG{8mGwlrD7RsTeDkEDpQxA=cYN>zhfBH!;zNDkQ%b4I-2a+M}cDu zHIoP3ZD%-C-!$c{BQ7TJ-ZI;%OCb1i`{V}aa1{4Y2vECN>ol>IL_~ld?VJLFrRQ@E z9Syo}EZV16gQuVTeo%>$0lr8$wbaxy?T@S1Wu<9^Col2KCls^+l#%~RS~vuf7P78M z%NYV)NzO}PI`|Nc1FXL#Er^8DFrPDYEQEa-@c@IpCH__DqF$5pm3mkVcVyZCby6;o zc=vG*BvI<@%yH3ec_cl{VB#bk6P_j1s4+=9zKQKj58n#pgm%qUdvlJum75N|II=B0 z(>y5tc&S)>M}uhSD;Y%z>77MP;KF685n}xNngz803D}~uF;c_db@oc}8zLIlg_7g9 zF$ZsMyf|AOm6u6oy)(;*X&ce912nce%G=8qbUO^R)s9z^Nwbk?y0wpCzQb%_@@6)Ty|{qKE~X3VvMo!m zH(?j3*ONWU4h(M46wUirco`U_KnP&BL__XMaDE?LW*{2BqkAX@?X~$g7&jl_m*|F; zboMF(t*X=*67tzVTta+9B%B6^H>v~>lKWRAKb>H)J+T~}1Ht2jV4rz>$n)m$HzGCb zYK2?tg7At|Y*Dwj-afWFm~i6<>#*@AO)xL9NCkJ$W0eb!;g76Q-LYvuBR!qWo2Zt0 zd9zF9qc{|v^)v>a>rDX7LD-2YVAN49!)@>gVDW65l;Sus_K)f z@IJ7-acwwNs&DKLI3Zz;b2uvt9H~#+U$8er0iUspT* z>a%s`05j_Lz7Jjnk7kMG5U!1E@WfHbaJm#0ajDn04QX#TxD(tT{#X|8I7L@h5z&RwQa8Y=uC$P~?f!Zz{~Av)j?ipssIC-?dIirixf zxGN?9>{jOC#MmnhfE-6uy$+XgZ{A717&8;c_GySu{m9Ocig$N$xT1GPd@YV{H)mQ~9%n$5 zN8F0F$oexW-4jT@e_&|;cK=5NL!ck4mOHCH)=^E^pTusdU)F%P_JtL$D1k-_mQ^7$ zT7e-GHqdMr=xDRu5bg?Rkhl!da?Ns4tyCOawlYX@E(2(amLDt|(UzOUjN;kX#hJib zF@LvD0{1=u^73?0G{pO1pD4-%q8I2bZg5dw(+=3kLY(0xipu4iA^7XGy^qT?UphV6 zme*xFZ*R%{PNPWW05}t(qDoj5*!O>TaWA0Rp68o%n_tBKm4&kUJ#WN@g0p=1!-lMx z4|k)ri-=54_hmNA{gw>HFFE`~6mc*PiAti9h}-R9_M8+hB$$83a%_Qgh-9XLDypAA z)=i=5JpY={wKVOtn}CWCA(vzvr;9bt^SZ?Ph}erdj@I<7hE=P!SLy8IKPt5q{|pJ- zyzSlp;U^csw=rhY0}E|S*<<_TI6n6^KHMvGFsO>%S*0Ty5s$PZj-Wi@P6yfLuo+Ep zNvN=cf*C2{#cnV@e{GDSFj)Bn}Wh9a_|qyJhI zA18kmmxTFmuRLd{A*Pm)TBi9q$3O7Q@7DOTFo3{lnW1CWBA_Apl`C zpdHS3>s|9N9+xoHc-_~^hD~8FC+?b6HkSM20Nrg9fMn6ni!T`eki)ORiQ;;2fXBXU z&NR=hMn1 zu$At`E8jkIcSc?$*9%{_Jmz2a2qHrx(pv-Df^(Ad^C!x3waqg}YP8jJwc0ckgoY=j zb1NeT<&~lGimMZYWkncQj3_RPibkPg?O7<>DWcw94w&yRc4T-Toesl6>cb`8(%7+hPA& z8aPw$Aj36%DF)eJBSNV2l{1Ul|llm4=(U9w~5lj8M zJvvv1AD;6QbnUKWt^F6V4swEtcL9-4T(Bhm*WZ8tNx{@(>HN7$MP~#KM-Y6V(RoGu z?$4fZzk3D1c&<|2%G4}_vW4JXl4XLPEOV1oWMFB zovZTHlYXqfFFZxzn;4{7ok=6k8 zVCJFOh=~!_O1$>SOFI!lwEiDUT>)}~^Rl!C=17r06EALIP z=bi@uyHIRG;eEgV=P$kgwhDJL0h5cd5;Ft&&)*T%0+#0Lv6Um+-$i)-AdK_=Odd!2 zmCXP7JGe@KaM9}3$guxdfgjrN?K2OL^VRylK|B~)0;4=x$;I}Z^@)m>etly>%g|qxc({46|l)zo*~-aUO%NGXvajMlzP!o;vV|X-ee@De#l^SW8<7e`lzC;!+q9{+G7rQJu0^p zzToOz&uhOMPO{{WPba zRqDp@X8o3XKY7KC4d%gCOmgSOtHW*DT|=vR<cUe< z|GGs_D1vG~VmkrXC2S#7J|uHaejyx0L?p9c7_b-;V!H6I$Mfz*_?r8R)n`a5EZ0hp z!`M|Vep2VBdUUc%+NV4s-MQ7CB32_~QRe}EQ2otHjQZ8#9 z--4!fI-65TQ?w=k-iE9bOT)se6t&0@gw03YAZ-F@KB!1*5BL(DDwe)9g@rx@Zi)yJ$A!wGPZ-8C14i_ss3=&~{;f5eiklsO%! z6W`+{vlTY(d%)~4b0dJ~kcV=@O(JFoY!@933m1jkpcDeoyO+v=BIdVJWbZMHl0j0K_CBoY~V>WXnPO_fjd5l)e)e%lXVrmYywjHnXR>2d5V&hXh=USrj9%NTJ9Fj6{oT1rO0*)~-Q- z(7`-CyL_xCqT*2gG>|WxW3;zMM^oIw|BPak;i}?#rDAx3((E#Sed>7l=^Y;Zv+9fc zT933}A1Lj<=dN#AV6jm_1HWJ5Rw#i3EoPky=eEemqIeHODpe2aN9s@)-l-~Nl^vMJ zKZvu`Hmoq1iU6W$tj(&~Ktl_NB__0fA-lXb6nk<}xv-^6*T;T2tzuGsc{JmFft<@h zyZF}7&{Y~2RTJe za))MYaxZygDs#1;O6HU2yp{@3ZlK-qs?V{gD9UyKM-Q`Xw4_{-+-jT@l?iZ-|}Qk_p#0W9aYE;3ranF1WsUPj!hv*hnV)#01Gs!77Zf^G?R- zg2gSLnDGo_@2!UfAgQ)0(NjB;J@JH`$+PA$&3*YRZ&kb1Y($6KDa6%XQsjz}=;yl) zw|8Wl{lwl+wfGJdgUEmB{t6#OlEmgO(@`z7P1(kO=|S((sj*kuX&O#=X=B3kn#c9( zC+TNlqf=dHatEzgt~JMUo%B|P1?UgX7<-3#zy1eC4I9Qsr!Vy4-Rsb4#pP3Q!fa8z z{aI^h*Q6wYEfQd*IH8dhINrC$3=L(J?lsLh$}q3;DBaLdpAzIWkd-&R_))n7HFqlR z-i#|-!E9ciQ4Ovro^B2#NTqpo8l%v*&mCrvF#Mo~kn?h#=u{SkajU3z^#tjMYhNyl zFLog3dM3&~I8K&fM`rRhw;fr{o#4oq4;o^%Tn04`p=j2Yog=xP^qmsGFdvL1*rS+4 z#CRHgl)yE-`c)Fd488MwN9nM!IE7FA2!F|*&pb1@KC&2bz{Yuo?5KSGm($hb?XAKW z!-rB6`TZwt4uNbNrLt_t)2=X{Nl(k*Q9MENIFhT9<0pv`wFk_UfebR+7SMzsvno0j zPzpM=n({$!Oa~pLXfKoTYMEgX+>u6cXZ2c|rc*@eDAkO0ocZO*n3Y|Zq2A3b-BBwM zRWRA4dCBAP2y$b_LynS%rLpo$O6K)-x`WXBuWbX@heMot?$!xCLAE^tXZsNawuSdR zj7Q9myQN#L)@6S=y;1!IPsZuXsfN8^2)CoimRfENS598?crc7kFHRc;V+dkq7rLk_ zp1YD%ubc>t$Tem(GosfdIixfub7@7hDSs<(LOX89pO(wj55r>P$a0iSi-wf>ZPOnL z${&!uIJcyI&{>7QSyEi-h6tSwO>;td*Apr83l&=}J54ys8Rm?d0v4S119trp!5;9| z$jK!R{uf=x_VU&SI8Zq$MSub@};{K_tT z{wR~qn^NqB#OjH)2#kB$s$X6?zsOYI5{Cq3kkDg8SL(jB4?${VrjERI_gIjqI9*oK z0o|RaAFn-pR z3(TV5(>xr-XjTO!ItHUZ>i`FhL~wMhAHH#zOQOzRE=dThRVfOw@>)|RV7O*mfUYPx z9Hc4UjOx4FWepanEn|q~kzXcvSy)3~F;!?|-WgDXNDI0j7+6g6$vqA*Kl86(Ru5S% zk@T6PtIO2(I_siN$f&ZP8Zeqm|JtoM`cO8^?(`j9v`e_nf*7ycDMwt-k>(?(m+gpaka;$X;9M|j`WcqHJ5^! zyY7yJyy?}Z#j$Nov#5e?LNbNEbqR6jt(g&4vHaR+X@qfj>v~xsN#4${brONg@*P9- zx2V6}ZI!kz4{69!DyoqmvmZKU5f48P0`R^>h)NB`Bp$ zMjH8eA>sCQsQWZCt@VZRx_9rVDH|ZgquN11p z9rW1P#$2;(;k=gim33zxB54nCus2GAp8$IhcTs(t;%^?Om&9~FO5VPELR`5*K#a0n z!#$l*fprL@I0Mst6fzRwK+I)Z4G+j1PG+~0OH5K0G*HskgHq1G@6vn;tV#_*y{n=3 zSRgnYm*H6h`C_vu_EaPkDUPu4+qpIG!G=FnB^2chI#Ws*-6e!w4|qL!&jH%xBoE=9 z$l-s9px0R(ab@qxQW%UZC>=u84XQT7>{uTW^T%ZfxW?%oUYn)c!?u)1yh?jd**J>H zYdlb13@w{>){X86d@|&D1FJ4HOT2&6NJdvF+V#LuJ_-)+cOm4KJdZ*H1A{H znXXUiqN>$FluG4MHXY>bmJy;aTiwLZ(Pep0H>*~DyK^ed^^`=aXMpG}8XpQr0_VA! z*XGqKy??g~_r$gOQ^l;vuc2LfcF&>}J=zs9$Xgvw0@nAcCg07JPz;w{)wLuPd^-pk zTt%MnXKe=eg`;!)a&W z*!-QWvt~%P%c61`t)S3FEQ`IwuyPD$;dsa35VP7^Ovai_E`$6P@%?>(LdMw9J+j~w zR6I%$)`D-b5%ot((Z3WI`mCX%m5!qpk|Z<4B-4@k{P4YgrrD9-CW}D3oz$T_-*ZOz z&fulrn}+`pXm``a5%9^x@biCVn>g65ivUS6s=xx#Ju zMK0#mYey0;#)vo7^Xc4jP7CdmnxcCPD0=gxt`~P$T84sDl8FJYpT#t0f_qInD*n#X z=gQdTIh3wDo7Y2@5QI|}F=!mHCUjLAANt-scP?CHl_Sf)>jQA{h^TKcYNLno^-)@f z@|G@zYQ=l9f!@UJueyRmubj=X>qSO_(9!qXO`MskQ}W9vaHV!kC^&nkKKJuAGF4yw zzz}duTz|M@9&QRnwlMHlENECzr;N4a!X_Ho6+*Et9Bf;|=}X~0#ilnQF#-bKOmU6R zL7VEzc>-0Go8^3SOlIYu1;5I1FF(Gkc2+7;@_I~Qv|x&Atq>eDXGYx{U4MTenS%-W z9-ef^t-sGW%E5m@c|E9iR&9{KQ@RZO-nH^kMIw83%DfsoZ%EyxIVqV&)`G0eGWdTYb^1W7<#iCAPXDo&Dw3AsgcY#*d5OG4LB7atWz+-mpJ$v>D$GMxb0bSRG{PB1(D+!H7v|5 zmy&C;ANMT6>9V{*I-gfF_O!<9`_HCz2F=`Rv9sL=l4`Ew=S)u`@Sk*Sv)kbA8kNUl z<(JAaF7@)c+@n?%1-zvYQJI!uwLhX+#(dhm&U=9D)4~#{G6-@VH%%Vz+Lvoh;<(g;9;!eW ztgx>d)Qu(=_KY3?dU_#TW+Z@&_cO0q|btr>Xi=ue4!n91Z{g)DHaJw#&G(LhoNz<#DZ-|5m znXm4{hea3T^^uX2aBFs>_~Ft+!kD5y^{q&nLG(KiF4aAexQq@QjZKx?{v`+-+}KUJ z`NgcwG$Xo+34Ic!DEr=v<+^efOv3A;F@vucn<;6^}8N-KAcu_R{qTk>1k3yjB_~v&QPue%t8C zH@klAmi*{yu#&HTm5%RT4#DsVUEOK?G0c>B<>SV)d%f-MIoCb87YY7$rMM|d;n9|` zA2H_RmTH4PQu`si*7k_dC?a}jL_mmjDue^}qCIC(`Nq`>w(gtw5=EmoEyEh5&c3di zP@|g=;J5TW=V++w%~^zY_ze^kn8)B~%}oh)+m?qLttl2$I*zx6>!T!Up_lpwP2YqB z?;{ShV<=@(bwLl})wHUpW*Hmj?H9lv8@l(wHUIIZDPwcP!A_rrjb{ zy-h&le9GOCpHpH)ljo`+4>~(}Tsa=3YDM!NZSf8?;sFiNrrHm0B zuKz$6$M>@JX=ND;-}Ua~4}-ZUMPanVv^&A|uxVGL`2i2oOSg$%<<5fg6_)iDo%f9G zpMsiI_|~`jUo#a-AB+pqO*jXB*-I{Gfe#l7?#r#bM`T-h!iNtw)Y$os!(=9=W;Qqj zvWd!!9G^yOxTrH)o5)q}H12C;hZijl89TV96SzETKHcfJOl}6Z*IqBjK zM|YF6dX=xpFOiap7Z?Ejf?Ttgp%DlU{pxx*X7A?Fpi{A`c6+#cU7if+!kQa;f^nml zLqx>(*t;{MB25Hry0q)~j^l!mc=guyX4H+l`}9Yi4dXYw=eRaUBeO@pVC3fM*1Lf^ zQwJ^g@Nz=nK0&C`hy|>IkVyB3Hi?0dy0(tmY85U z4aQm<#K>ZC@G2<#Z`j6?zJ^-C&uo*$rAl~iDr5&dQ9Q)l7~Wfr;NTUp>rbC52x)MQ zt0-#_%e=kjSXsKa)N9tc5ytMD`m|B@uz+vC?&{;nUKk&38%h4_z*f`l#*61#^``!w z*P{PdB<}6CcDq4NOz@9*&W=4HHUv4Tb2|q)RL@(A0O!iehGJ3VOxg_XX zanjr~1973RU@|D(k0!QkQWj?__n4b~E+20N0aEj26@=rr2`NW$`5r@aWx_Qqlk7Wq z4JJD?(lQ%YK7p&BDAi14apcU)ZYb^@Dh5O{J;?!s0fbU5xuO{pW!9{y3*{;!sHb!= z3;n=llZ-hfe|KXYE-$J);pePsRtMeIbs0>z1@EAUIp7-0^ExmRq+I}izt!`Xg(SH0 zlV!FwUBY+VWnfNQPtt8z=Sjj-D8Qk6WBcSf%vm&a2PG5a+5^+QS_DfA1$vM8iID++ z6qEl5BQ{(hEabV4<>sv9K$JFvNoJ68{7`$Uv@2C<;WJ|r9$iiz?l^H-NXSO*eH%G+ zdX&5|2vsTLj4J6+ckp3LRnPxG36hH>BT{3Evhj};c{na6#p!lD3b?NNzI*)aCyOGs zca}!LK6-( zTfDR3f1;A@Xn+xEXLXH|b0P_dE9|TEaKm3<^EX(%s(ic9_j#N5wuWu6IAd?O=%Z+TVCHy`pJYr3pK4kgo^*NHXNa|UjB*Z;J<17uXMM3U^{WJCg5lL1{!JBp(`s+D$XJsq`iNwnZQV-C z8A(i9cq6O{Rm3sdh4Z)xSCJY?C2$Lo>}t_T8NY66*_arP+_G}1ET<&Ygm=BAIi05u z=e4P^cWHlYK)<$uW4C(bhc`cE=!(_9I=-c*NlIJbw>z&t)1n?Sn=kgc5y+&~-mIlx z{~O)Fy~fMg1%C5aXvR-3nDd^*^Jy2SJybBX6SVgSZ&p*MttSoFt}tCmZtC8-pUUgt z%d%tO0JmBW7^8=xt&kDloHS%`7 z$toyg>FTsX+*==$;(6CZF`ocDh%Wez@CKgtQ3XX5Lislr(A}^7X3zc=3umDA zIL>Asu<9F(wr?vFuP;}h^m(#jnz0LxM_t7>IWm=kqI4&!W?au zJ2;q<8(U#>Z%YZUnUCoXRYral#ME~qUak^hrFqabB2EIBZJ!+`N8G>M;XE3tv@W5< zDl}7W4NI(ks<_{6psao0L)y*bNlc4;-f7d_roE8ByLTtoZFIt4(H+e2%I8C(BH5fz zb2*#jy$$j8BI}soy550%b~-b!2<;8IP(dg1AzPko`hhnVXZdc1*FIh6xRjc#Dx3o! z*@||a%A4V)b2~ON8k~BItn>HUA1w6ZEIcOFRN7p|glpIV#Cqsp#O{tpmu=%HbNf11 zy>eATfiUut`kQw(7)N(!Pygnh;%X+k$}E%d6~)Be>@oNt{CRlC-CYjO-Q#5IZ8&&< zr^3ljTW1k>V_0<1VmY)2j?o{PJ+kW4>*trGqJC;(wpDFi*F9+vbDHC{dz{d}f+$?dwSChPe5p`3?)n|2v@6Wo&C zTjxuEMo6{f%A`bPAAXhW=)D3@uupc$AYt@hnJHLA5M=Au%r%`XLM*&X+nBa9(wtaD z)q;|DGmD6|SsAv|)hNK#uPWDBCJxr?WuBeNs27heJZX_n=gTT?zEONkw7%^1+5JQ_ zZLaN|9k&Z6gGDf_+g-glK4Gqn-5ZNFJcVo*)6s3C`MFr|s87P0t7~slD_#e5h`!Z% zf%dQ7ts!^KJ(hIR;3A4KEcc3vmECZA(+>)v-F%c*d`>1?+RJCBc}F|u(r}Ro)d$&? ziDKP4iVp3CCOGl)jI{HTHOIG03gRe6sm=FD!>ZZ{w(}~|OUqq{ih4fGW@H4?^de>7)-wQuOQ#gpR~~C5tcj_I=hjH&lvXOwp?!u`iJy zuTbr8?5V&V~+Dsa?ku5sEKFJcpMDhNU;(UaYHr;OmeKFp9C;Lpc5 z)LhDvtwrW}4eDDfo>{PSg7VjDHgcBzk!73h$fjq0O9A7>peh{AtcKT^PK{UXnP6^3 z3A`slgX^q)@B8?#DHfc*exGd~cWcuAu32I6bi-U2%bI!cocy3M38zN*h9olJaCOSB z%?rf+j(&9SqurE{L`FQhBrYkR!QFEQvksO5K9h7`g19w@tRr@lg+X!X9@TUJhWQ{S zs{c3=8m9J%TH*+#ST@H+_+$=Ee%vWk23|4U_6Y0XMTiP&NP{<@uPOZW#3Mq@GN(h+ zg~ElVIRe!YuXFfZMz*=FdJJe{<&+V_So=)uyfobhDe3r=-}(0p2#;q>y)t_B^A-KM z*^&tqG6rrLwzYf#PX)WqVyHQLxz89uu_SaHh(y;db&hAJc^tA6pFrWY8fNo~>zZyU z{r>L55GM!s%pryKIzq9z8{r`#^PX40A1MpEZ;UK{cF&%vu8~JAU~#~bAQJc$I@UyC zR;%}e=OV0=U25XS1{kBP0N9r}m@A19^dx?J>GmNrucFf~?VzMnvV;JITpsn*MVpTlwr4tV$wX~AO;&7xzR>Ev)ZyTD*9OeX8WX+-994{7M^Htq9+?Zf5 z)#E%I?-xlbo;f0RTy^NGT3qP8l}0b(*hZQ+j~DQPf69w7Jj^WNxoUAcax}7^o>lH_ z*ChLJT8KIDIp9=?ahsDv-n$`HvDNMGG9I>Kl;!z7IkH)P0oCl2S8k3-i*|@Fo-oKC zbvaAX>y6j>O0z&CO=e@u`W#JyV}9bukB@T+T*VL;Po;^d=iQtH}p zs%L^|1S;8znqg;-VAapVzcBr+$N#=!MoO&bA&Kh(sTu9uD6BLj_q#+mce3!g^QHXk z)LNkn0n5J$C~5j!TrQS)Nc}omKh}4vMqR0VlVf^lJ-2I13v8aIrTmn7pUcW!`^wFn!6m)YPerOauQIGh(ID_>Kpv@i~LC=-Eu4JOT68x&wxqbUh{A?4W^9##^Pskq(uQ?W_U zk`a7Gn&EQgs}8$M1Wu)D38IjZ-|5^X^7dNX$1fV=H-hjv1Mu^UBW$l(#tOxEw6Jy* z3+!&coGAr#qJ{hw&DW_#bF-nK9TnF}F;>_2HAcNVOo-aa2=${#<@o}U{Yp|^Q=+q{ zxPR+xtCbAz8)F7g8J!P(5cJ>Eg#H7d0k{GisOO-J9&0R@-Ic6yF?g^u;;74it;4ms z`vO*FBV^S7aTLx^weEB6!E+!}x`K3*{tt%#)3iSS5!e)`wztt;nLHC_Zv{rVWgCd!Y(u-t0=7Um;40RWad-LL*C zv|!fw>Iz-3<4<7D-ceKi!_qF!UueZ;>JuG(vub<9!@|sL&W?5I>{TolJNPsRB-Atc z)1%rrLZxoTfkgieRX(QY)i3SsJ#*iZCdAwO?{A7=$p~@|9PyM{n_pMEA#cTs**Y+rY64 ze`BP7F2Y@EJD=CU@*YD#k3Zyso`%-8u2m7`{)fBFCG0alZ!tYR4XPk<_(`i*M-2&o zCn5gd3@i~ZPNX%FA?}Q&{gre7QmRh@5a_Fx`Uk(v{;xYO&;4J6J3l6MSqi7Xl&xwAjF24GcrH|5N=kccSDxSK7$tfCw? z{9h)TRE@)?yi?#S-l`TBp85z)S@8qr>4DT4FZSZQ7#U`O>9Hjcqw6*Nc0TPN&@TK;^K2X@Pj> zwZZA*ykF4~!ahS@h6Y2xKD*eM7B)Gl zVSh;=6ug$a>?cE#CO$|g+L#cBybH`8Z1YzP5wk?hikk&9_yOB>vKk}FyXe5UeA z0t>m3FfqGf>qxKR6#L$#HhBWnL@r4K7sVYE5U}48<&clCUCxe^Zylt1wlnzj{&#rm zu)xM5huiy8Qd>D`pBWy_4?uoM;6HvN3OzqA>ezOYxtUV|XnCj3OPn)?uj*VT==bD)g-JE(}{YNd4D&wK8``VYp>WYC`1J$=6^kl1YPEJn- z%+-y>LO@J`WW)ae*%sf>?q@|}pe0vKWe}h2UVY|+t;%k3c$Nx!L~uJq7r}1oMPkUj zxgzjRrBLcXK2@abiH*(mpa{>nk>you0UAtaQXcfD|xP+chI|y$Wts0ZBx+`fg zzoOcnzI&GuqSnobu{y5M%U(J2{;s$8NU+MtTe82X5Pk{=Nl?&tJ@`-Ei;83 zj9IS|3%I*iomLe`2sF&%uQios$fRZ*tW0vn^Qp3z`O9*H)$7? z*FF5c;tigD%7>0HeUK-}QQ3Dhgq~Kc`TUV4m6#v_OyvVuJLL(vzELQ#{(9C7=Y<*^ zvnmfo7(Xnn^BLF*Crxjfp;z}O-oukn>$psg@pM;}s}x?|Qu90PaQjD-|`j( zPDsXtM`tZs#;IB3Yl>yX&HGnPIj5gQX@AQ-X9Z*)SS3>o7rYSmy@KGlx%(U{PVr8; zp2(Flfu<9f$hnn$M=Eor(WsTW*QLL4W)(L|8sL(4M+aD4vV^>tyvzaA6l3W#t!%ZM z$CVJW3V>FAy=&mc@$Y@_W6XBh>>{^Yk6FSgx48Q}BNHzVljNbqZ1ixQ={%7c{dhYJ zKKY(fuwFZo_{J8R7i8cJ+23>zYNd~0Jbd5*{#^Q4GW|W?qqx#i& zhvu`0#2qA&W&SNmKNIstpe|sEGM}d;LKLdSZxudT@AYy(;Wy5N8hh$z-JvY1k8{+` zPZJ4HntdQmA^omar(uN9i%v_PIKyJBJ(j~~*rTVDT95&A$6vK7%jR>M5ok$RF-|(Jf@(m2XH>RKq3^yUubDJU?CJ^nQ17 z@wyH;ayp((N0~|?olb}bkGIU=UC=bo0wsq0{(Y;+RNZC8dpv>?H-5Ld|CUE2s9|~y zJmgm6)S5qDcQ7L23D&QoJ}~Qodvxn3QSnGgo)m04V8jv}i8?e^%*3_1Bv zi49+^*}vxD^gPifA+jSTIZ!x{oIHIt#<_?WPefwZBS$iS^^>7Y5Gbu%PYeojWNMo) zO^Ls;C2D}R)rk%K9y%5J%yb~F(4o(dqiRC3?D`EX`6$<0os7cB82W9XNgeWcxh?H9 zr@?L27&8mi^_E$4+^~T2;Nx!dS&u@cuCF!9QXldPv^kKUFhtz$T6f6~3#GGbGDBr{ zh0o^-VY3E&)g6~aD^x|cm{Y6{Fp3r>!d7*8GjRmg(JiOmb{Crhn^Np78jHU7FK*J0c*Lu3*qM{3mrIUrWl_H+y6>kGkvB<-bfQl?C zv6`t5hGM7lh67|88RG2<-q4onVWp^(dk)n1L9Zm0lbvGz^bw zQBz?D=@qHplbNW3{%9%Bd}Js#dgh5-I})3JX}lv>M7Bd8oUty$VI9R6R^{LUrHOowV_W-hY{NA!_Rjay1-OB`4y^JCAt>A2QJO_aS zND>MUIm{387dAXqVK0bpnnN?r4pThS9APuYj6Qh~i}+yeCOAkcfbY7|nXdt|txik+ z&eF*k)Bl}f-{aFGOlHA!qMms3&5;>i;bZc>X79wojhJU1uBrcvoB&}j@%m)X!-R%Z zyJX_zb4~{$Aeu<;8v6htoJ1|&qN?~Dm+LpN5Q#M@)6Db&X>$)N)|{%;qCJkTFIT8y z<~&mlr)Eq@AMYw($7JWdFC^~VuJs+e6!wmhiIjxe=S@K|4+B<_ay%Bs8<7ft+crF!S6^)m)J>D6MY-`o%( z(?ofmYicc#ke(mSCFfqE6zs(#iB$AX)rQA$LK8r=2)<+t03B2WjlK*&TZcS<5uy98 zY41(N!A8(VCod4wZLeqIcVx-D)P26y8(;EKknW7bLoEMCdd^XQ-Scg0%9q5kX2lAX z((6DiL^MzGUcmLtk};(^{(X+g+^l5hzTonw6=ofag-BF>1pJTr@$BiGx& z#*AlY3HJ?Dr~bqz>S~nez0baiUXb~P-n-)tEICz?2jT};E0th)8(+bMHi1Q#kDk~J zd5j&M`Jp(N_CQ0&%BP59ze6J0>&4#051(e`sGPHMIav5a1WlIrG>YJzevtZs#eeZg z6KZnGHAog4d8fT$d*xPH=+}ZIW>WWr!a4CS*2Zu`X+fV3Q>h4oR6Z-e#o^_w&}&-1mRy9)y@~W^luE|_Df5RYW$nfJ`ZW8q4qFE=25y2>yl5)0P z+NIR?>Wj(;lMu*~cM-^RGfVz!jb3%H26mz~U#YiRWEjkqJDWTX^-SwA#gWXAukz@V zz3iES? zq;)I-^~932NUic73d@R6UJ;5;v+7kvbk(xPaw+WrPrlyS5uUv&CefYQs)$VSY1Nc$ zmBi$F5%yt|>l?8Ah_gPs#TFbOl;uo+_PYv3O<=d5Cc;Y+S26d8Lz!YcB8Q>w0nzjc z?zoB;7E)B#K@hrsE?27_+rzs2{xGW$0`GBKL$((1OHD2c#hha;Unmfm)u&-!9}xEF zE_xUxQ3L+L5*LVX^h3ajOlpc8gP#2OIxEETt*{79qOZRYhMpKxDI< zpv58-Af>)?i=AV@Y4v@Y3w`v?&OP&nP2sr5t9bIvgDDoN>6l<=YP<`V8cQpjD|0_l zavEsJ1^wnS(gkU1j>(v6p$6|#iC}Yi`TRflqS`aDxh_)&wtbM#?X%PHb-La-uVVe> z#4lwux-FC)VTUwPO?L|Vk=3oLk4MZZ`fRQL5SMF!?+)O4k&W}IyfJpct*PhzD4239 z6JTY6l6^a~mwF$^T>cu@QnoHg`TQi_{d~3XIdMyU!dc{*HbITji{T!V6h?3iGlo#q0q;70(nMp3B}BD z4(ew2*7SvRNdrPOn`&ZvRvs!UTPzs5CQB}8w8-*kN@WHjL^73Ih>(_yU%NKs{4IF9 zvqTkW*{vr-OLfW*E~6did(`=rGC1GP^{0N47+4=wanX-?R(P{=!hzvnTPCCS{MX?$ zzS8bgd$qy?o*F8>nRx+DIh&R&t)>VKjH+@Ne_K6TQQNE6Fh|@b=M6dZRd3=_{(F}W zT(^$Hh=;7Ru8qxWl&(7b3%1pDcAzt(f0T;%A`$CL^M_a-)5hGsUKN4K8J~&T0`oOnz`;o;jXP;bn@EL zE|?|2#0D4+4dF_TH@>W~y=aqH@$vaAjeUuMxDX=72hOcqU0|tU0e=SytRC0X3R|c7 zO7wI=#wqQsJhxIT_y=pVKH~R4cRpw|e*-Ua;C2&Z^LOjBc(=bU81?A~CK=Q()y{&y z`SHF)Bvw}2j1!BJmU9Nc8Ue*aO5s=3;o&x(a~Ss5OAOV^_^B#&!)wC)^r zDWF-7NIMZI1oFDwj5UEBkxpjeFpO1=IgEu}IH}G38!L(Q^0g}30UN;Qth*{mF(m(5 z{<&!5ncIBDT_9M-(+NHcW#gzpY-_J?ONWJ4_9>~T$R!u67N(RGd46F-xA5f3Xzw!r zDV6t?^k7Gysi-{VnPDaO*BP_1-oDaS7WbG+3Z~x=hCOG=$+gy3vYe8em5;LS%9ZY` z*n}yBfv4#7Uz$OpD)PUaF*8QSF|qFG$AVJV{%j3xq_X+Lo`If()arEdZ>YIamEu*L z!5_DcHxq+dJscZ-AMM^twb&xV4BnOP(%Y}Nz8Z*r)^8jjYuh)JIMAoKwzb|j3Xy|X z2{~|o&3RKZn$}(!QRji;Z~DOHwnJo^xmr635y$)VS1qDYT}#~`LRV|W)eqGo?v{MI zewV7>0j^~8F3=}4mQ9r!5V|x6XAZUrWAFeVpM6ZFpTBAiuh`X{(v?iZP3cw{TL+Tg z*I?(CSS1ATD<4K|U){wl(zg3_Hr*?8-qT+-ZW8xP48oO*0=0dV384w&9Hsrf7t$~k z50PyNebdcxRbwwKYqSp4y5Zi7_wUn%)mH3gP$LcsbtT!P%}Z|Y&)+C+k4Q__M}@m! z*rii!$c#zfs@t{6H+|q0?n-RX2wYq2&s%G{{%F4QLH1dUZBnQyA$MROH%-KD0z?nx zV)p#& z<59@^7&6sXKa{_Vk#}cw_F>_nIx)Bg5Uzl@&z&BDKEM); z5H(G4kWIq6K`$?<+E<>ua~~XGW;bVj9t)_pCaFzi--Mvopz2lyIiS-TNdr{8?D>Y# zWChP@k9sr#v46#LLfkj|<)nTDKL6?XNkpHqNqqsLESifz)svcxy1GRHsPl2h*C}a3 zS@X6AoAYIL#!F?ErH|W57leye-rJg)v~%Q>l@~R{cs=b65u1VAroQ}IVjMDL=m zn!Qd$$v^^Sv@YCiz{FT5o2Tnl`)b80>^2ngc(NnA8NapN-fx31H;kuU0!nhfze|L7 zypztkDTY!I2n|(t#rlu143C;&>-ObB#PStveS(gc;}SP;nD(XI?WW;l@%{GsG(~PM}CJsoI?%^?YkjqZ>>+A^}Tmxo+{I-7$TVlamt%ckj2g% zLZFuw-YwnOb$_SOe>fC0zECuvRq!ZR(oA)uLf=p) z-|=v|PrdE4u~C{uHXq3Ek$BKQX)Uej70~<O(fD?Q4*dm^5eZu!@xWU4(+UhzFWwh1| z&vTL^e)D_y{Q6bDNm2Xo6SF$2b!)S=Mz)(lSrMnvTD~ZY{X@5&U7Tl&u7k7h;640P ziktVvI3Cww3hCLI7uyv>u9Jt1X<+F`B_0*M+JD^MD<#q{KVTuyZNJQmg{|C);aPtM z*6Fo^>6O~xNJ^4>=_|g(Av2GfhWzeT0>zN$U#D_Y;|}H0UUy(0#rH8P?1G)KGk}>5 z?tLGDeQ%yAh`j;ofsN-n0It1>4&wrve>Hg5rc{9?fFXX*s6%sFrf#}Y&tVJDBdP^n z4nti}_ib30p2ndC!c@Z_pZgjbTV%!VSDbou8g-p zVM4{N1_0&dzVHxqf7NJ*0~fv=Go$fwv&K*{@OBBJdr>fyh;=5$*}XJ}e^IEch)3wl zWpkE+0`(CtA^};^USFns`JO_qktG`ASbJH!csDKNWpcBO}^O~&IZxs zSg)t9!tM>|Q)d0n*#d3#bg+90dUo}klS-jA=@QdMAtgYOWz`q}-4DJHOM#DY`Zz zO#{Yu^J&mzQ)p+RM{KtzI38yb{zAUoLEW_jdd;rQXLm?1CjF_P#9cAZ2ZU{Lpm>f) zr8n(xMR5>wRBkJaGvc%>dp0QI1Ks6pc{7Ao|5UuD-i54I5 zD44K(?Opy=X#6;uAdv_-#9=2fO3zuDm$01`ElySEqDbzuvedX>RGaAW_i@b}D2jmgs0Oix%j>?>)Osfafi z;~qelo;VDcLt4TtzTxzBQmZDjNr9$;ppY7t!;PCOM-mha?JcSL3ec=(m`% zOBy&b-q7Mb}7!r51;V-VfzjK{P;=^ht#eTJWCy(4z*cL zn*=1pG&cid1(mgK9Zp5@+13wOpGW!872*3tJM2gllZPDDFqAeO4vGj{l-hk$Ut#sT z(+1`_d_yLf(C{pTOqv$X*D*yVPIW1n)#}!MQVFm{W=TCur>2I(TIcOZ58>4zUhwf7 z!?x->7pq_+2Vkk~FzeS@na#M1tP13OcFWAR`)3i}gX3MX@cG>W1hT z*tofl6Z)ZnA!AR?KKE`Prpx8dnfrOw(p}aHK65S1LS$70?Xf4e{JUyc@^~Klol8-Qb2%p^ zYt}}=IuPIcB&46kvEPVCcz(9;60&se(;=-0fi#KJ1Lg#@+oR?saBS%Gy6)JMU~~da z#_cGZ>^E5*Huo$Uhst#CVi#*2A|&IZ+}VW8xX8;#yxbhQ zGvol_@66la-PNfHGucKBa@d2GdmQ$5BiH*{Mw;-;2N%z#pBkn>j zmLAKFpp1$OD0V{lqA0FJEy~D#3GgrE1qk|4nMW?cHIqWbuGpYcE7_67T^mmUM1ax_ zs0D(4D$5`C4FIi(^^kKm;)Z+=C-3i4Sopk6Q^FhSeW1OEZdFxz;%S{|SyoAdn+&8) zhZ;1UxdAF^>^ca^V7$5kLzGMBtM=(bswc^z9Mt-5enSOD z)fBq&?I5L+ZWmQmRdI2m;p0^LrDs5v>Fn;3o$Uz)`Hw%D(@#B_Kj)P%LiKMq1 | mkldnn | tensorrt | cpu多线程 | +| ---- | ---- | ---- | ---- | ---- | ---- | ----| --- | +|ch_ppocr_mobile_v2.0_det_infer| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_mobile_v2.0_rec_infer| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_server_v2.0_det_infer| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_server_v2.0_rec_infer| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | + + + +## 1. 安装依赖 +- 安装PaddlePaddle >= 2.0 +- 安装PaddleOCR依赖 + ``` + pip3 install -r ../requirements.txt + ``` +- 安装autolog(规范化日志输出工具) + ``` + git clone https://github.com/LDOUBLEV/AutoLog + cd AutoLog + pip3 install -r requirements.txt + python3 setup.py bdist_wheel + pip3 install ./dist/auto_log-1.0.0-py3-none-any.whl + cd ../ + ``` + + +## 2. 功能测试 +先运行`prepare.sh`准备数据和模型,然后运行`test_python.sh`进行测试,最终在```tests/output```目录下生成.log后缀的日志文件。 + +test_python.sh包含四种运行模式,每种模式的运行数据不同,分别用于测试速度和精度,分别是: + +- 模式1:lite_train_infer,使用少量数据训练,用于快速验证训练到预测的走通流程,不验证精度和速度; +```shell +bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'lite_train_infer' +bash tests/test_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'lite_train_infer' +``` + +- 模式2:whole_infer,使用少量数据训练,一定量数据预测,用于验证训练后的模型执行预测,预测速度是否合理; +```shell +bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_infer' +bash tests/test_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_infer' +``` + +- 模式3:infer 不训练,全量数据预测,走通开源模型评估、动转静,检查inference model预测时间和精度; +```shell +bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' +# 用法1: +bash tests/test_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' +# 用法2: 指定GPU卡预测,第三个传入参数为GPU卡号 +bash tests/test_python.sh ./tests/configs/ppocr_det_mobile_params.txt 'infer' '1' +``` + +- 模式4:whole_train_infer , CE: 全量数据训练,全量数据预测,验证模型训练精度,预测精度,预测速度; +```shell +bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infer' +bash tests/test.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infer' +``` + + +## 3. 精度测试 \ No newline at end of file diff --git a/tests/readme.md b/tests/readme.md index 127eef9f..81d5cefe 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -1,72 +1,97 @@ -# 从训练到推理部署工具链测试方法介绍 +# 推理部署导航 -test.sh和params.txt文件配合使用,完成OCR轻量检测和识别模型从训练到预测的流程测试。 +飞桨除了基本的模型训练和预测,还提供了支持多端多平台的高性能推理部署工具。本文档提供了PaddleOCR中所有模型的推理部署导航,方便用户查阅每种模型的推理部署打通情况,并可以进行一键测试。 -# 安装依赖 -- 安装PaddlePaddle >= 2.0 -- 安装PaddleOCR依赖 - ``` - pip3 install -r ../requirements.txt - ``` -- 安装autolog - ``` - git clone https://github.com/LDOUBLEV/AutoLog - cd AutoLog - pip3 install -r requirements.txt - python3 setup.py bdist_wheel - pip3 install ./dist/auto_log-1.0.0-py3-none-any.whl - cd ../ - ``` +

    + +
    -# 目录介绍 +打通情况分为以下四种情况: +- **支持**:可以一键测试 +- **未接入**:PaddleOCR已支持该功能,但还未接入一键测试 +- **未覆盖**:PaddleOCR未进行打通测试,也没有接入一键测试 +- **不支持**:由于飞桨框架限制,暂时无法支持该功能 -```bash +| 模型名称 | 算法名称 | 模型类型 |python训练预测 | c++预测 | serving部署 | lite部署 | +| ---- | ---- | ---- | ---- | ---- | ---- | ---- | +|ch_ppocr_mobile_v2.0_det_infer| DB | 检测 | 支持 | 支持 | 支持 | 支持 | +|ch_ppocr_mobile_v2.0_rec_infer| CRNN | 识别 | 支持 | 支持 | 支持 | 支持 | +|ch_ppocr_server_v2.0_det_infer| DB | 检测 | 支持 | 支持 | 支持 | 支持 | +|ch_ppocr_server_v2.0_rec_infer| CRNN | 识别 | 支持 | 支持 | 支持 | 支持 | +|ch_PP-OCRv2_det_infer | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | +|ch_PP-OCRv2_rec_infer | CRNN | 识别 | 未接入 | 未接入 |未接入 |未接入 | +|det_mv3_db_v2.0 | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | +|det_r50_vd_db_v2.0 | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | +|det_mv3_east_v2.0 | EAST | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | +|det_r50_vd_east_v2.0 | EAST | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | +|det_mv3_pse_v2.0 | PSENet | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | +|det_r50_vd_pse_v2.0 | PSENet | 检测 | 未接入 | 未覆盖 | 未覆盖 | 未覆盖 | +|det_r50_vd_sast_totaltext_v2.0| SAST | 检测 | 未接入 | 未覆盖 | 未覆盖 | 未覆盖 | +|rec_mv3_none_none_ctc_v2.0 | Rosetta| 识别 | +|rec_r34_vd_none_none_ctc_v2.0 | Rosetta| 识别 | +|rec_mv3_none_bilstm_ctc_v2.0 | CRNN | 识别 | +|rec_r34_vd_none_bilstm_ctc_v2.0| CRNN | 识别 | +|rec_mv3_tps_bilstm_ctc_v2.0 | StarNet| 识别 | +|rec_r34_vd_tps_bilstm_ctc_v2.0 | StarNet| 识别 | +|rec_mv3_tps_bilstm_att_v2.0 | RARE | 识别 | +|rec_r34_vd_tps_bilstm_att_v2.0 | RARE | 识别 | +|rec_r50fpn_vd_none_srn | SRN | 识别 | +|rec_mtb_nrtr | NRTR | 识别 | +|rec_r31_sar | SAR | 识别 | +|rec_r34_vd_none_none_ctc_v2.0 | PGNet | 端到端| + + +*** +# 一键测试工具使用 +## 目录介绍 + +```shell tests/ -├── ocr_det_params.txt # 测试OCR检测模型的参数配置文件 -├── ocr_rec_params.txt # 测试OCR识别模型的参数配置文件 -├── ocr_ppocr_mobile_params.txt # 测试OCR检测+识别模型串联的参数配置文件 -└── prepare.sh # 完成test.sh运行所需要的数据和模型下载 -└── test.sh # 测试主程序 +├── configs/ # 配置文件目录 + ├── det_mv3_db.yml # 测试mobile版ppocr检测模型训练的yml文件 + ├── det_r50_vd_db.yml # 测试server版ppocr检测模型训练的yml文件 + ├── rec_icdar15_r34_train.yml # 测试server版ppocr识别模型训练的yml文件 + ├── ppocr_sys_mobile_params.txt # 测试mobile版ppocr检测+识别模型串联的参数配置文件 + ├── ppocr_det_mobile_params.txt # 测试mobile版ppocr检测模型的参数配置文件 + ├── ppocr_rec_mobile_params.txt # 测试mobile版ppocr识别模型的参数配置文件 + ├── ppocr_sys_server_params.txt # 测试server版ppocr检测+识别模型串联的参数配置文件 + ├── ppocr_det_server_params.txt # 测试server版ppocr检测模型的参数配置文件 + ├── ppocr_rec_server_params.txt # 测试server版ppocr识别模型的参数配置文件 + ├── ... +├── results/ # 预先保存的预测结果,用于和实际预测结果进行精读比对 + ├── ppocr_det_mobile_results_fp32.txt # 预存的mobile版ppocr检测模型fp32精度的结果 + ├── ppocr_det_mobile_results_fp16.txt # 预存的mobile版ppocr检测模型fp16精度的结果 + ├── ppocr_det_mobile_results_fp32_cpp.txt # 预存的mobile版ppocr检测模型c++预测的fp32精度的结果 + ├── ppocr_det_mobile_results_fp16_cpp.txt # 预存的mobile版ppocr检测模型c++预测的fp16精度的结果 + ├── ... +├── prepare.sh # 完成test_*.sh运行所需要的数据和模型下载 +├── test_python.sh # 测试python训练预测的主程序 +├── test_cpp.sh # 测试c++预测的主程序 +├── test_serving.sh # 测试serving部署预测的主程序 +├── test_lite.sh # 测试lite部署预测的主程序 +├── compare_results.py # 用于对比log中的预测结果与results中的预存结果精度误差是否在限定范围内 +└── readme.md # 使用文档 ``` -# 使用方法 +## 测试流程 +使用本工具,可以测试不同功能的支持情况,以及预测结果是否对齐,测试流程如下: +
    + +
    -test.sh包含四种运行模式,每种模式的运行数据不同,分别用于测试速度和精度,分别是: +1. 运行prepare.sh准备测试所需数据和模型; +2. 运行要测试的功能对应的测试脚本`test_*.sh`,产出log,由log可以看到不同配置是否运行成功; +3. 【可选】用`compare_results.py`对比log中的预测结果和预存在results目录下的结果,判断预测精度是否符合预期(在误差范围内)。 -- 模式1:lite_train_infer,使用少量数据训练,用于快速验证训练到预测的走通流程,不验证精度和速度; -```shell -bash tests/prepare.sh ./tests/ocr_det_params.txt 'lite_train_infer' -bash tests/test.sh ./tests/ocr_det_params.txt 'lite_train_infer' -``` - -- 模式2:whole_infer,使用少量数据训练,一定量数据预测,用于验证训练后的模型执行预测,预测速度是否合理; -```shell -bash tests/prepare.sh ./tests/ocr_det_params.txt 'whole_infer' -bash tests/test.sh ./tests/ocr_det_params.txt 'whole_infer' -``` - -- 模式3:infer 不训练,全量数据预测,走通开源模型评估、动转静,检查inference model预测时间和精度; -```shell -bash tests/prepare.sh ./tests/ocr_det_params.txt 'infer' -# 用法1: -bash tests/test.sh ./tests/ocr_det_params.txt 'infer' -# 用法2: 指定GPU卡预测,第三个传入参数为GPU卡号 -bash tests/test.sh ./tests/ocr_det_params.txt 'infer' '1' -``` - -- 模式4:whole_train_infer , CE: 全量数据训练,全量数据预测,验证模型训练精度,预测精度,预测速度; -```shell -bash tests/prepare.sh ./tests/ocr_det_params.txt 'whole_train_infer' -bash tests/test.sh ./tests/ocr_det_params.txt 'whole_train_infer' -``` - -- 模式5:cpp_infer , CE: 验证inference model的c++预测是否走通; -```shell -bash tests/prepare.sh ./tests/ocr_det_params.txt 'cpp_infer' -bash tests/test.sh ./tests/ocr_det_params.txt 'cpp_infer' -``` - -# 日志输出 -最终在```tests/output```目录下生成.log后缀的日志文件 +其中,有4个测试主程序,功能如下: +- `test_python.sh`:测试基于Python的模型训练、评估、推理等基本功能,包括裁剪、量化、蒸馏。 +- `test_cpp.sh`:测试基于C++的模型推理。 +- `test_serving.sh`:测试基于Paddle Serving的服务化部署功能。 +- `test_lite.sh`:测试基于Paddle-Lite的端侧预测部署功能。 +各功能测试中涉及GPU/CPU、mkldnn、Tensorrt等多种参数配置,点击相应链接了解更多细节和使用教程: +[test_python使用](docs/test_python.md) +[test_cpp使用](docs/test_cpp.md) +[test_serving使用](docs/test_serving.md) +[test_lite使用](docs/test_lite.md) From 46e641ff2a383ae290824ef30746702539c1078f Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 03:06:58 +0000 Subject: [PATCH 15/34] update doc --- tests/readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/readme.md b/tests/readme.md index 81d5cefe..60929f8d 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -4,7 +4,7 @@ 飞桨除了基本的模型训练和预测,还提供了支持多端多平台的高性能推理部署工具。本文档提供了PaddleOCR中所有模型的推理部署导航,方便用户查阅每种模型的推理部署打通情况,并可以进行一键测试。
    - +
    打通情况分为以下四种情况: From 30beccd3649791d82e161609e66b3a2a143d0d46 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 03:08:04 +0000 Subject: [PATCH 16/34] update doc --- tests/readme.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index 60929f8d..7f34f77a 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -42,9 +42,9 @@ |rec_r34_vd_none_none_ctc_v2.0 | PGNet | 端到端| -*** -# 一键测试工具使用 -## 目录介绍 + +## 一键测试工具使用 +### 目录介绍 ```shell tests/ @@ -74,7 +74,7 @@ tests/ └── readme.md # 使用文档 ``` -## 测试流程 +### 测试流程 使用本工具,可以测试不同功能的支持情况,以及预测结果是否对齐,测试流程如下:
    From 0d2f0821a8d41c9e46ef794e13aff6d5a8c4bada Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:03:04 +0000 Subject: [PATCH 17/34] update doc --- tests/readme.md | 54 ++++++++++++++++++++++++------------------------- 1 file changed, 27 insertions(+), 27 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index 7f34f77a..f74cf74d 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -13,33 +13,33 @@ - **未覆盖**:PaddleOCR未进行打通测试,也没有接入一键测试 - **不支持**:由于飞桨框架限制,暂时无法支持该功能 -| 模型名称 | 算法名称 | 模型类型 |python训练预测 | c++预测 | serving部署 | lite部署 | -| ---- | ---- | ---- | ---- | ---- | ---- | ---- | -|ch_ppocr_mobile_v2.0_det_infer| DB | 检测 | 支持 | 支持 | 支持 | 支持 | -|ch_ppocr_mobile_v2.0_rec_infer| CRNN | 识别 | 支持 | 支持 | 支持 | 支持 | -|ch_ppocr_server_v2.0_det_infer| DB | 检测 | 支持 | 支持 | 支持 | 支持 | -|ch_ppocr_server_v2.0_rec_infer| CRNN | 识别 | 支持 | 支持 | 支持 | 支持 | -|ch_PP-OCRv2_det_infer | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | -|ch_PP-OCRv2_rec_infer | CRNN | 识别 | 未接入 | 未接入 |未接入 |未接入 | -|det_mv3_db_v2.0 | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | -|det_r50_vd_db_v2.0 | DB | 检测 | 未接入 | 未接入 |未接入 |未接入 | -|det_mv3_east_v2.0 | EAST | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | -|det_r50_vd_east_v2.0 | EAST | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | -|det_mv3_pse_v2.0 | PSENet | 检测 | 未接入 | 未覆盖 | 未接入 | 未覆盖 | -|det_r50_vd_pse_v2.0 | PSENet | 检测 | 未接入 | 未覆盖 | 未覆盖 | 未覆盖 | -|det_r50_vd_sast_totaltext_v2.0| SAST | 检测 | 未接入 | 未覆盖 | 未覆盖 | 未覆盖 | -|rec_mv3_none_none_ctc_v2.0 | Rosetta| 识别 | -|rec_r34_vd_none_none_ctc_v2.0 | Rosetta| 识别 | -|rec_mv3_none_bilstm_ctc_v2.0 | CRNN | 识别 | -|rec_r34_vd_none_bilstm_ctc_v2.0| CRNN | 识别 | -|rec_mv3_tps_bilstm_ctc_v2.0 | StarNet| 识别 | -|rec_r34_vd_tps_bilstm_ctc_v2.0 | StarNet| 识别 | -|rec_mv3_tps_bilstm_att_v2.0 | RARE | 识别 | -|rec_r34_vd_tps_bilstm_att_v2.0 | RARE | 识别 | -|rec_r50fpn_vd_none_srn | SRN | 识别 | -|rec_mtb_nrtr | NRTR | 识别 | -|rec_r31_sar | SAR | 识别 | -|rec_r34_vd_none_none_ctc_v2.0 | PGNet | 端到端| +| 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | +| :----: |: ---- | ---- | : -------- | :---- | +| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | 支持:C++预测/Serving/Lite
    待支持:PaddleJS | +| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | | +| DB |ch_PP-OCRv2_det_infer | 检测 | +| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | | +| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | | +| CRNN |ch_PP-OCRv2_rec_infer | 识别 | +| DB |det_mv3_db_v2.0 | 检测 | +| DB |det_r50_vd_db_v2.0 | 检测 | +| EAST |det_mv3_east_v2.0 | 检测 | +| EAST |det_r50_vd_east_v2.0 | 检测 | +| PSENet |det_mv3_pse_v2.0 | 检测 | +| PSENet |det_r50_vd_pse_v2.0 | 检测 | +| SAST |det_r50_vd_sast_totaltext_v2.0 | 检测 | +| Rosetta|rec_mv3_none_none_ctc_v2.0 | 识别 | +| Rosetta|rec_r34_vd_none_none_ctc_v2.0 | 识别 | +| CRNN |rec_mv3_none_bilstm_ctc_v2.0 | 识别 | +| CRNN |rec_r34_vd_none_bilstm_ctc_v2.0| 识别 | +| StarNet|rec_mv3_tps_bilstm_ctc_v2.0 | 识别 | +| StarNet|rec_r34_vd_tps_bilstm_ctc_v2.0 | 识别 | +| RARE |rec_mv3_tps_bilstm_att_v2.0 | 识别 | +| RARE |rec_r34_vd_tps_bilstm_att_v2.0 | 识别 | +| SRN |rec_r50fpn_vd_none_srn | 识别 | +| NRTR |rec_mtb_nrtr | 识别 | +| SAR |rec_r31_sar | 识别 | +| PGNet |rec_r34_vd_none_none_ctc_v2.0 | 端到端| From 8ca1047aa5ffafea6a85b97c4f18afb9ddd9bbbc Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:05:34 +0000 Subject: [PATCH 18/34] update doc --- tests/readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/readme.md b/tests/readme.md index f74cf74d..c760e90b 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -14,7 +14,7 @@ - **不支持**:由于飞桨框架限制,暂时无法支持该功能 | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | -| :----: |: ---- | ---- | : -------- | :---- | +| --- | :--- | ---- | :-------- | :---- | | DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | 支持:C++预测/Serving/Lite
    待支持:PaddleJS | | DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | | | DB |ch_PP-OCRv2_det_infer | 检测 | From 0ffe90a2247036ee5c5000f1db51f36d58a0c284 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:07:45 +0000 Subject: [PATCH 19/34] update doc --- tests/readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/readme.md b/tests/readme.md index c760e90b..20c258f8 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -15,7 +15,7 @@ | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | --- | :--- | ---- | :-------- | :---- | -| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | 支持:C++预测/Serving/Lite
    待支持:PaddleJS | +| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | | DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | | | DB |ch_PP-OCRv2_det_infer | 检测 | | CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | | From 73bcd8b12d6e9b3873f98a5d5eaa8a136dedc3ab Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:11:37 +0000 Subject: [PATCH 20/34] update doc --- tests/readme.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index 20c258f8..2f188c21 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -14,13 +14,13 @@ - **不支持**:由于飞桨框架限制,暂时无法支持该功能 | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | -| --- | :--- | ---- | :-------- | :---- | +| :--- | :--- | :---- | :-------- | :---- | | DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | -| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | | -| DB |ch_PP-OCRv2_det_infer | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | | -| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | | -| CRNN |ch_PP-OCRv2_rec_infer | 识别 | +| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | +| DB |ch_PP-OCRv2_det_infer | 检测 | 待支持 | 待支持 | +| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | +| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | +| CRNN |ch_PP-OCRv2_rec_infer | 识别 | 待支持 | 待支持 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 0c5273cff31f4d0af8653f070c6af2fd33bfa0d1 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:13:18 +0000 Subject: [PATCH 21/34] update doc --- tests/readme.md | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index 2f188c21..85cffa06 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -8,10 +8,8 @@
    打通情况分为以下四种情况: -- **支持**:可以一键测试 -- **未接入**:PaddleOCR已支持该功能,但还未接入一键测试 -- **未覆盖**:PaddleOCR未进行打通测试,也没有接入一键测试 -- **不支持**:由于飞桨框架限制,暂时无法支持该功能 +- **已支持**:可以一键测试 +- **待支持**:PaddleOCR已支持该功能,但还未接入一键测试 | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | :--- | :--- | :---- | :-------- | :---- | From 1311d9cb43057b49bd268602a455d9f6433764f1 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:22:06 +0000 Subject: [PATCH 22/34] update doc --- tests/readme.md | 16 +++++++--------- 1 file changed, 7 insertions(+), 9 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index 85cffa06..97ba37ce 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -7,18 +7,16 @@ -打通情况分为以下四种情况: -- **已支持**:可以一键测试 -- **待支持**:PaddleOCR已支持该功能,但还未接入一键测试 +打通情况汇总如下,已填写的部分表示可以使用本工具进行一键测试,未填写的表示正在支持中。 | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | :--- | :--- | :---- | :-------- | :---- | -| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | -| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | -| DB |ch_PP-OCRv2_det_infer | 检测 | 待支持 | 待支持 | -| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | -| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 已支持 | 已支持:C++预测 / Paddle Serving / Paddle-Lite
    待支持:Paddle.js | -| CRNN |ch_PP-OCRv2_rec_infer | 识别 | 待支持 | 待支持 | +| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| DB |ch_PP-OCRv2_det_infer | 检测 | +| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| CRNN |ch_PP-OCRv2_rec_infer | 识别 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | From 150f85632af1a765b22a158742ee056684b78765 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:44:08 +0000 Subject: [PATCH 23/34] update doc --- tests/readme.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/readme.md b/tests/readme.md index 97ba37ce..a163a6c3 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -11,7 +11,7 @@ | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | :--- | :--- | :---- | :-------- | :---- | -| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | | DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | | DB |ch_PP-OCRv2_det_infer | 检测 | | CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | From dd01ffe6e98c614a1039caf250741990a4173a96 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 07:44:47 +0000 Subject: [PATCH 24/34] update doc --- tests/readme.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/tests/readme.md b/tests/readme.md index a163a6c3..c92288d3 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -12,10 +12,10 @@ | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | :--- | :--- | :---- | :-------- | :---- | | DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | -| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | | DB |ch_PP-OCRv2_det_infer | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | -| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | C++预测 / Paddle Serving / Paddle-Lite | +| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | +| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | | CRNN |ch_PP-OCRv2_rec_infer | 识别 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | From 4246f9d93bf2f2d1862a8547a07c734f8ad1c6d3 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 09:00:51 +0000 Subject: [PATCH 25/34] update doc --- tests/docs/test_python.md | 37 ++++++++++++++++++++++++++----------- tests/readme.md | 14 +++++++------- 2 files changed, 33 insertions(+), 18 deletions(-) diff --git a/tests/docs/test_python.md b/tests/docs/test_python.md index 3df391b2..71f0517c 100644 --- a/tests/docs/test_python.md +++ b/tests/docs/test_python.md @@ -7,22 +7,37 @@ Python功能测试的主程序为`test_python.sh`,可以测试基于Python的 训练相关:方式包括: 【单机单卡、单机多卡、多机多卡】*【正常训练、混合精度训练】*【裁剪、在线量化、蒸馏】 -| 模型名称 | 算法名称 | 模型类型 |单机单卡 | 单机多卡 | 多机多卡 | | -| ---- | ---- | ---- | ---- | ---- | ---- | ---- | -|ch_ppocr_mobile_v2.0_det_infer| DB | 检测 | -|ch_ppocr_mobile_v2.0_rec_infer| CRNN | 识别 | -|ch_ppocr_server_v2.0_det_infer| DB | 检测 | -|ch_ppocr_server_v2.0_rec_infer| CRNN | 识别 | +| 算法名称 | 模型名称 | 单机单卡 | 单机多卡 | 多机多卡 | 模型压缩 | +| :---- | :---- | :---- | :---- | :---- | :---- | +| DB | ch_ppocr_mobile_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | +| DB | ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | +| CRNN | ch_ppocr_mobile_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | +| CRNN | ch_ppocr_server_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | +|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | +|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | + +| 算法名称 | 模型名称 | 单机单卡 | 单机多卡 | 多机多卡 | +| :---- | :---- | :---- | :---- | :---- | +| DB | ch_ppocr_mobile_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | +| DB | ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | +| DB | ch_ppocr_mobile_v2.0_det_pact| 正常训练
    混合精度 | 正常训练
    混合精度 | +| DB | ch_ppocr_mobile_v2.0_det_fpgm| 正常训练
    混合精度 | 正常训练
    混合精度 | +| CRNN | ch_ppocr_mobile_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | +| CRNN | ch_ppocr_server_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | +| CRNN | ch_ppocr_mobile_v2.0_rec_pact| 正常训练
    混合精度 | 正常训练
    混合精度 | +| CRNN | ch_ppocr_mobile_v2.0_rec_fpgm| 正常训练
    混合精度 | 正常训练
    混合精度 | +|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | +|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 预测相关: -| 模型名称 | 算法名称 | 模型类型 |device | batch>1 | mkldnn | tensorrt | cpu多线程 | +| 模型名称 | 算法名称 | 模型类型 |device | batchsize=1/6 | mkldnn | tensorrt | cpu多线程 | | ---- | ---- | ---- | ---- | ---- | ---- | ----| --- | -|ch_ppocr_mobile_v2.0_det_infer| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_mobile_v2.0_rec_infer| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_server_v2.0_det_infer| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_server_v2.0_rec_infer| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_mobile_v2.0_det| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_mobile_v2.0_rec| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_server_v2.0_det| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|ch_ppocr_server_v2.0_rec| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | diff --git a/tests/readme.md b/tests/readme.md index c92288d3..b7138a68 100644 --- a/tests/readme.md +++ b/tests/readme.md @@ -11,12 +11,12 @@ | 算法论文 | 模型名称 | 模型类型 | python训练预测 | 其他 | | :--- | :--- | :---- | :-------- | :---- | -| DB |ch_ppocr_mobile_v2.0_det_infer | 检测 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | -| DB |ch_ppocr_server_v2.0_det_infer | 检测 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | -| DB |ch_PP-OCRv2_det_infer | 检测 | -| CRNN |ch_ppocr_mobile_v2.0_rec_infer | 识别 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | -| CRNN |ch_ppocr_server_v2.0_rec_infer | 识别 | 支持 | C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | -| CRNN |ch_PP-OCRv2_rec_infer | 识别 | +| DB |ch_ppocr_mobile_v2.0_det | 检测 | 支持 | Paddle Inference: C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | +| DB |ch_ppocr_server_v2.0_det | 检测 | 支持 | Paddle Inference: C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | +| DB |ch_PP-OCRv2_det | 检测 | +| CRNN |ch_ppocr_mobile_v2.0_rec | 识别 | 支持 | Paddle Inference: C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | +| CRNN |ch_ppocr_server_v2.0_rec | 识别 | 支持 | Paddle Inference: C++预测
    Paddle Serving: Python, C++
    Paddle-Lite: Python, C++ / ARM CPU | +| CRNN |ch_PP-OCRv2_rec | 识别 | | DB |det_mv3_db_v2.0 | 检测 | | DB |det_r50_vd_db_v2.0 | 检测 | | EAST |det_mv3_east_v2.0 | 检测 | @@ -78,7 +78,7 @@ tests/ 1. 运行prepare.sh准备测试所需数据和模型; 2. 运行要测试的功能对应的测试脚本`test_*.sh`,产出log,由log可以看到不同配置是否运行成功; -3. 【可选】用`compare_results.py`对比log中的预测结果和预存在results目录下的结果,判断预测精度是否符合预期(在误差范围内)。 +3. 用`compare_results.py`对比log中的预测结果和预存在results目录下的结果,判断预测精度是否符合预期(在误差范围内)。 其中,有4个测试主程序,功能如下: - `test_python.sh`:测试基于Python的模型训练、评估、推理等基本功能,包括裁剪、量化、蒸馏。 From 79eb8e23e50f1674fc684f216aac7b68d4658d34 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 10:07:40 +0000 Subject: [PATCH 26/34] update doc --- tests/docs/compare_right.png | Bin 0 -> 33815 bytes tests/docs/compare_wrong.png | Bin 0 -> 65691 bytes tests/docs/test_python.md | 71 +++++++++++++++++++++-------------- 3 files changed, 42 insertions(+), 29 deletions(-) create mode 100644 tests/docs/compare_right.png create mode 100644 tests/docs/compare_wrong.png diff --git a/tests/docs/compare_right.png b/tests/docs/compare_right.png new file mode 100644 index 0000000000000000000000000000000000000000..3d74ef1cd5c5506b759886b5cfa541acac50f493 GIT binary patch literal 33815 zcmagFXIRqz|Nh<3T%}EIsMM#_EESt>$jq!vEk|e$>SJbV?md9i(#n!@VL7N=IdSGd z!I7F;;@%2QoQNpM=1<@6@w<-y^}B9dcRb#AH~=}H<8_{o*PDChCi^6hOYYdQW8dvt zH!OGT5DgYSn~Coc{#`>tcJJ76a>wl(hSniFR~uN>3az2*8HgK)#CPtA{(17u>!W9O z%ZgukxaZ}yqna^COT~|x?v2zW9KDpL`ocKX>84SsZ|Xka$Qx(Oi1+HqZ7;uJ9=#+v z96gw2ppmERJN1&Tz0%oDPikun#U}dPd z&>X~?TmBL)ecX0IR7%#m9e{|a;!v+ae zAU>Yi)P0m!QgX^03v;_E2tGkz2R)(XRm3171nz5NRk!7JKm@RW>rP)Dyz(2)S%dKS z+jz_djMkyzrN4M1A|1vU_0ry`^qcQ|2#m z?I1rH;*<{(a5vpM5|lb< zO@^I4f1lRPc|KTRv%5>0C(otLcNIdpGjfB6EcBnI{=O+c7w)FAY$Mwoak zi1y8rD4JIzIBV4_jjISg8Nt|9DdLX7vEBOx;%$6NFust#g69{;@aBOCx8}Vq&eAa_ zd*4bS3xjlMjb|LAoM26kr|%_XT`Gw%#rbY1)uAH7oNel?y)FCiuLKV;RctV`q?MPu z%@;+rCH$N=2R#yC*VF1fBPjg^0atQtn$3r$=Vd@(ow*N21?%u_?BGr@dCjX>JN}hBSU#5w#@rb`>qa;{ zkpgR*&|l9k4-WQWmigv1_P+T!!vP2!E9N8~!L z8GU$9L_T7Pjcg*zdyf2!b3QnRyaEq%xjmRB!m^AA-F$kTqgsW)q(5lTsL^ZL<(*=f zmzC~VGIk++%q?%<6}tvuxfX(XOBR7IQckV`_|(|t%y5eDv@U(XDtt>~)m@Al@Qd>8 zfJm?$#&J5K<5l(M;6oHyu(eze5LlPK+R^*Gf>5s1RgfsHpRddLP*G^K4GNfB<7LMZ zi|#U1svSLk(ovRjvGn)fcU;N9>NrW{mU1@f!%*)nm%Gvk6d219 z@50}7Ljz&EotN9VeRm^x`s6s%J|^}z3}A?}6x)3GEkIZb~vTYu?+`QY96$-6UT z0zf^iYyb1m_?)&gzVeyh^Y-U`#ww=6KlA|4hQ;dmIgYR({^*jwGOO|II6`h>Eeh-C zQ@t74Ev5@tjQH~Z^YHYG%scg(@Sg|b3L6-A1iw5!{L&+D@Y)ev6PWVQNuP=aN|PAC zK>^O3rl8%Zdm`B_T-%cDt{r;=8?CeQ zAvEOoq0kM&9zD(<3cRpl{mFQ6-)cV{khli)MT62Zt!Deb(2}{q_Z<4~Bl^Y=cNWS- zf@KT>eCY_m`e!y9Bham9j}2dx`nP?CI*)>u5THCd2GP);eO8HjGE_tth+QpTo{0l` zDQusN*lV>-T-(z?RI<{pW7JSz>K&tF3G z^Vzcifh})A3!k4Eww%9QGaG;6VG#cgVys^d0!7RKW7_WbElF%=Km^%q=>TuD8JR95 zZu;Gn%p|jHJQ#%4k+AwEhnkH9Coi{`NW%HJ@gzCnBc4i4NXJG?X=~uyztz;MxM+ zMf;TkmeC?m=};&~eH6o9v!mdc^E|tq0x>^an6m zvIU%$_|}zwakU8_u++EwUTf->Q@ZhblVL^z*GWDn%yUL1Wq_7GBh5S`Z!Gu(TeYJ{ znSWTIG?t~YITGAA@7)QtV%{J7<&3`HCr2p}9EHn2@5kTlMO1d6xk`7%nxF~5E1*{a zceWJ;>P^VP=ayrL+x)+}()U3vgZZ=6WxOE#Tq6h1A3iYn&A8=CUz#_rmOY4p+cYp| z;`Gek-iZqDEUB4!t4r#T!Rymi^1HJ|g44!gcc>XU&avhaEed|{)4RRAd51ObTIkFt zeSHpVtc4awM+AQGd`(K7*L&=vW}~G>Twl#9xCCW(EjI@X3KsI;lf2Avn^R*$Sv$>w z%5#}gn`-gzQMzZ8YlIr49U7U>3-62T^RDMNeBDANys2MT zpf~82a+XBV4;83x>2R1tj>p6zFI+nGMR~i}_B$!->S3j(HYSt18hxBM(K z{^!pBC?jVvho;X@i#icJm0c-FP;5Imal|NAzTAT@+(NBiY*Vm#vh(LEET_(_Rt-Bf z#JzDBZ#l8^M;y?hrqszt!T+Cs=Ksg5GKgKjL#+-cQ92~G~ zKkQ{>2!AJkAY;@OQV79N=A&Co0XqNLgnwTm+|}5t;}luW+g>LoEA#!`%&>kl zE&7&4Mrp~j7=2YBO4$DRp2qDop_r@2%3VyogQ@-mgW<$eVriW!A0CRK7^7J+=xR>M z5r|_j+MvJ@=lAG}_v0;zO~tsC$y6)`oc$Tmg9`p8#hs}-U%-l!qpw9Ah81!Nc>jMD zCeDcllhwy79+p!`!iAc*W^y@+a)y|o$~yegfwe}js^1LyMBCXxh`;ai+rIu;K}4@K zpp043*=nzvQT^<3)iXN3>fI);GHWfSX;K$q^UqnUQW-zSlb_wfHyTCGDlXGrNfoH^ zNlMp>pi6;k>aI408V31nhS)HDSMp<@?M81!D}^#oqrfHb#6uLCE^wG?j}5pa4sZGm z{AHogB`ESk!mRkWNsK!aB5=XC}-pJ3`MBrRHw~A9powx%vwLE-Z8jvLEWiuyb8NLOvp!*)yG^44AjP4mP0oZ zbTjZ>*6`xt(z|P})8CwU^1ys7yJsq;Eh;}UR7+|E#^wG;kF@nRuSFfWJ1~acu zmz!KJa;Pm=#JtjbKS9{0vK$Yo1xgsck}%&Fsi;R$Pb_O$5wN2t%cH}C%B ze>o6%G*6=D;6y*ybw5`%r1ya&C@6UUUWikwV$jIrD>7$}vZAsbxWHV;Mp3W4SpLb^eC~4Q=Ip%8QBW%)@_t=W|vM(Grg1t>e@4`Ns1( zl`G)fq2$B~#3Ot<&vcDAE6CY6RA;skixUGs7L=6tF`xWF8}Owv5?~*Dm(i^r8Vb1x zDc|>nyjcA?O8fDNSE@m4em7dseD#J|wRWZlreUah^CBo^nke8AS7=Z^4b>1faO#72 zci_s94W75=9quBsU*gP+8pJ8o1q!dJ*!;V^Pmij~FZdHQtYpuTsu!(u{rp$4{8q$D4+qa;1TS8v^y8U8%9jd0%}Kjdu4P}zMcUn z#4&k`S;(;Mo`IQxa)Pm(>#PE+y3n{7me zm{^1-_Jzu{Yu+b}+ME!S^Gf3X74N5So5LQLFVpNfoukv|xl%HEb&wy=HJpnU=k(<&0RY%;rMe~Bo+d*>#CsyXU!OFeL7mKAftYq6z6rE3ll zzFKB*wCUWu$BAbLCtQk#;%z%aecNv&`$c689FTV#*|w*aIgE`q*2tnlGkZnr!)}G;BFoA)+k!H{--GJ3EC9c zP}#OU>WUszHJlY1CG|MO;@4PrW&$Eo(5<&#v=YnS`G9YzfIGO$+W~da6hBZ_qRdq1 z#R9c{ij_|x1Uy(oj;xC3ICQI}@(Dnw`;eP~gt%Q}(cIZTTEwDt@7j4;2&a_!mZR7! zfpj66UYYL?veLF5Nt1{3Yh@1^6#XG#X*!B`Z>MHBK zi=dDByb8e0x(v6RI*eG1_7!{)7OM!ak2_9-dPKa4wG^l+TDkS})qm=gFaWdS!77@$15IGBI%2F;LUSaKOO_^#Z*sZDRA-@fz`eX?Hb08WXYWID4@Z68!Q* zs7ER;l1FL3>C9Q=Fjf0%q-A>2&f93#=3e+lau(sAdo>az%`)0>?kr$t(QnWOv zwAr;NZlEG63(RbiITx^7ovFn9?d39kS^ySog2U_2*4QTi_fjM=Pa+}Aveiv2kym13 zRUc*4=v%j@H_Nu+wQ+qAHw>vT1mY-a7037l#!s2W)l2%dyHXx9jWVs+$p)m@$@a&ZI(yAEv?K8DghLQI zleCw#Uu!#hMlAO%ejf24)JU**cY8weB)0ri=vYViTvgtBHqwx;ay);_mCP@a_JVKr zC;-*J2M_E+TB}S5{D8MO^t`D;bRf4GcLMkweMBUlFyR=wQFUciYl`XF+AAU1t-;;o zI|D5BKUR0$SJ`@`y@|>KT*b3jmP^m)c0a0KBvad11oTFPI@rYWr%R5ja-N8WxF(JM zde_H#ThVw_%;VC;R$Zy-(3T-VtJ^sIzJC6SL#=tavF>pLVOt zceaiFS|pQT5M02srS{lXx!VN(xiV}GX7?i9r;c8#I;+v4h`K<0adqcRjT(LRBQ(+{ zpoKCZbWJe18@zP{KG%@saM|v8Mfk(W`+uwU_azGXEd!&MS6NWdn0 zZec`8C1C^(=1$9aAY9d~eNd>9O3|^GTZyIyjGbEicDeKK)~Jole2n%6uaB9TWiZLA zCB?TTPH?{s;6t7)vXS|6yhL4m*(&rn+F-5yI5=%a2Bt{?SU)(9E@D;8FnA`I-i9W)Jlt&YtPw5 z+AEu{CMY2zmAKsefCUXHy`cPm9b{$4n(o|_b&!PxeL48$%+dVGpCV><*GjXDn@o3o zB4OFfh2f#{gN+tbesc69nl}68bg6fb?ev; z=|gu0T^^gd=4Mn#QY4+YS+4URJ2Mg6!3YTXG(ekm;j;;t^yt1S=$5x|*9RRx)i5Ef zbAYv2@`z5p?qeSa*mhQJN|R~5-eV9#bRYc$&DZX`rU#TrIM`$5NF@;cH{vsL!Bg%j zaYzTBN^kP)DJyhyjGmFG#peW|8f3rUs2$JM>#e|7G`Q+CYDZnr?7ygo=%#MRQ4?~- z!DpCxXR*LG&{u9Ppg^^z(0Nx-v%vU7#}Xt=sT30)z^1F=?9P3GoNHR;uYy#v#GIUN0V~x9?;qb2Yy->#H~n1d1Qr)*fM#ZNOIhRV+#kB! zuGsY(Vn=y*J*%DjUEeRjpI!BCYF_q03M%EkDAk1byyBx7WkyF+!}8V>fN6{zGpDP9r1WLO)xy5}uM}4g5ljFE zRsI=e@qVJN`Bu7#cN0zHy}oHUU!g9~+GWQyIV)^@Ir&yp#(YD>Nu%u|O{_utphU>V z@+(3IAw&`s@LT$nhVsm6_M^;QaE0CX*>9dnJ)g=%z9-8_cj0fuD*Uq;Be!F5Z^QSyabmlSJ5SRWwTjSK?!zJ0NlOw>lgzyzlcbf$dK0N45e=QxGU>_;fyG2BA?&NaDUT5>Z-;J_e+Q zTSj5Ve|WC2!0hvmIvlB+&M$&m+XZ@Mq*tyz1MY$cp|^m8{IkIK&?&xBb|QA2jqFG# zCaogX4QBm21jQQ_s&JNl0pi}Lz5(XkC-81G4N73{cwT~#h1OOU^Y?LQy#zYPI)u}5 zTj;F~3Y~9w`GbG2+N4M-T3R&SnYv2*9S_+RQvZr{tX+I}xQJX;Atd0AaBzJ+RZj`D zeqju4x+NR*EicIt(~P?FQ8gK(Pd!^xs2}yUnJ}(F8!ao;-{VC)JfYqpw>Y66ZHik!Ix!=t$?%yxx8MGsGYq$5nD**%wtEx`4ixb?7=`+xi zm)PrDQn>u8X>y)ykwNF?B<96?ebJy_)em|M+;L=2>WD;V@6NebO@$Rsbw%CIVg)uD zAipNZZl8T_ZQD^QW*u@V=c(FmO_S?fyw>1F+G)%O=;V23=V;Mfne#D&=M#K|eo(Wa zyJ)aK^VR7*=#tHkCOOjkOV3(JXIKS^>`z2Z=Co%5&x*YC?evoG(lL*)u#*;SJ#IL3 zW$^x_;g(9OHjil!*xrSeN#|a>f^Z7^dg-~3T$mI?@4MW@Bz2Am*~DpEo?K9(*Dt*y zxZB1Eqq}s0eU%|DVP25iyr`m%4F3Zuh%qB zSVC+X6JSNhhSjy3Tv&3EBBC1C4VJppe4cH5xdds=GQk(v-$^4?uafO1n(V!NuiKqq z5IVd^+xz+cHJ|!lU46e^>=#tFJF9AUfcWbKtwTchhUIFGe+(~yS*ei0ihMPJ#&q8A z-4+c81^!=QDRaXcXPE}G7a2EPr_Q?~nl348E<~eGOD1Cmq96^1R)swK`BM$n0=NH> zxrJ!^OkF-HZ8@8{U1`yzWoF7pRp4X6797H~iL#77-BOqriFIEBp_mnIgj}Y}a8krM ztIssxI#*{NugJNsHw=ygp7$KXM}i08YMkm(zUjqy^%_owDT5*!1PFN~nBsLN>%q_7 z``5uGpLEJavc!GZSbic$+VG}=-51hHZ_X<{xru$dKcz2q^@@qSZ`$c70}~CFPri{H{7o-H{s%Xk*@P&$EN_bU7P3`WJHYFrVCq8v-^w^$Y zb5y?vuA%pt@6;)XQ3>t$yq@oj7cgO_4BG@aYzqxt_ZVLbFvvi;9&yeo)d=&i>zi)qh z-(2Y`rftxuT$JnXj z+FEXUs$M)wQVWckezx1G$P)bsh*h@EY{B?RW%^T_x;Dh3?swM5UVJa;RH<6cB5Bk+ z`E@8=$ux|@M*Lfp@$9!T6}UDbz1BWs*hKvR#=wnI2VhoQC0@nZtoLs;*oH*UwFy!0 zH@L+GF8)0Oc-&VK%KfDrY&ZYVAqHE+^1aATlW2160=t3h-*q~E1^F|w%=2MZnJZv5 z{tY4xBM%4Gw+fznqjgwIh$Gtfsmb(Xv(6C#_d3989L=YF_`Z@w%#3ee6e>f^teD}Q z9J^)Nq~O7&F@SEDToeC?1vr&40XwHHJ8ULOv{q@w4}!3K=Veiod>*Mkhn3?Rp~1pm zfnRM!BIf22*Uy@BTLoIyNqnuH3%Y!rHU+X!&c zmw6?npL;#1EU6opChWRK zPt9GT?mIY06zU`qH5!V0>3$*YO0xZ zT1p%)3HAogI3H7EHIqt$u4idY?`7Q?71KGKIEWh2hV49j*(|q* zeKeA3yC=(`e!tHVGv4?27nwHvgg~)%5^Uq!o%XZ$fGTKe;yLkSV!=oB=MRN-zZ;b9 z*Q`mKwO|(e4Vvb#BTwjskk>0r)Mx7_gNsw-vE?{9L_Vp|1^vM(QMgg!`wF{vNV_pa zRkj6|#n6r{XXWo;HMl9?m!sl&lW)(FgGzJf3Un=80h_a+7iMt6!@R|px-wqczJRW55=?yy38VlwX@=qG71xu!Gfue(hdHhfUpLT-#_i9sdx$n zUo7k}qzpXSx)Cuoqcj+0!)wpGJXy=xaZ zug~iU>gF*`fE9EGWznfpo4*V8v&m7x#CIxG4>8?0!0&VG6pTL;BowbDk)-uE`;2N> zmhb8{YxG{jU#gf}#f{gPyKfW;jYB(ri&rpz?IZRj_6c}7X-sQghiA)u15a(^J2nHF zmq4Q48{qMAS95s0De2u-zXiArS ztvS)Lea!hasD60>FV40tRPya{z)C(C0`AJwt5` zQBeumb23duB#ppPdgrI&yEBKM@0EL--k5tASn`Uy2r*&XcUBWNIUslNIiHXrGBmzY+dnp#x!>AnW(r&ABj~c zA3$P+9ZV!w6se!@c&*PQ_2A_l(zRdZIxSQbhyF|<4m_$Oxgx5pc*4`qi`(GfnM}f5 z3u#~h1;ikpsN3lqW z#v#{%gX!mf4YxqWDPCceJ|`bDutM|$;YTc0t~KI^F^g#@Uk^pI{s9Ub)Ul5iTStDI ziUyl;R;%obO}A9_XVCf~_u-O=KZReRqr^iKqUiYLYeQ|!Xwp(PJFoluO{b-|;Y)F| z=bIxM93JIG$je(SV@UQ@aQs=sLZ$06X`xz1z%b|SpeHm7fhnE>KaVP@P}h;%$<$jjMNEF6`CE`uzlu4<)oGOH%yO_q)h|n2%&`mQGz( z0Uv_;cnbrxAt`X)Pq$tMwG5k3Be|I*4XzzKIX$PcQoD?5&mIm<;p)fj z&^7TsiCzWb#K$xd^IcaXE>GOOmhpH^=6Q!;++C26wU%V8!k%f@e*WQ_iGFO;WCFaN zn=M=2NOL0#V}cc_6Qx}b2&X9NJT-xY?;ORHQ88BSv%qbiA<(>~@S^L}h^y6v1g;1q z;9WfYyD}`+qbLFK9p23^%5t;d{!Xf+i7iT`TowZi9V5d^c*$)*CY=FHdG08<@M-fz z7k_F)hb$OkjvhwjBN|nTH}Wqdq+z;b{IZPSCd4O+P5y8*g7{Q$mBIjY$%2qdH5_V- zRl8=XeQ@=p>_7%fNp4*`w@LSNWJZbPa*n0QyJ+m?JmU=EwPf#kuT%w zBDzgEAS&3erwJ8xv_v3S{gDvtFP-fGMqrU(U;*y%bBuJ&B=DAD^3` zHeQc&&8Yp4w^#mbeoZQh_`NIc(Um$Q3~BoHt9y!~Uq|_h3oDAB8+og) zVAGUBr&K@q!)I0-0Lp;)N*-mH=x?r&Iw6dOgT9^E6RZW&3!K;$sRBBJ7PQJ>;&G3i zp*`F6)jtNA;*!^q6=9Ln|7Zp>3LyjABEbgpGoKt&#sk^X5_gsoP+ ztA4fsa_{{s#Y6w9pR++dI_%=x1DWRz?A0Hb?n7c{2z}ozYNPB$BCAf@mOegNE<#|+ z_K9R}B)*7Z{xe9xowX1Rrkl)%nE1VJsS{cSM|r~7b!+P%#Utt0A9R?#)z1e){g~<@ zPmEL|9;PNnzKSR^35vase*(y;=yEV?zgT+W4%RBNnkyy$b^QV{656dOi_d9|&Vf#! z%`p>J6*=zW!lm*Hl{F|qY{UVsF*NDW&%IqSRbcHqeD6^cecLrCeau{^^9E4AM*V0XyMla=&zg^7_6gKR3H`X~OL>4ea2Gx&S{^Pn)gpNAg;r$sUI0#h zKM#v_>i}B=T>#u8XlX6WUQ|WOnN%g)zQYl=Ac^gK2IM%NG&+vAr3LcZ;}KGtaEnfE zTRA>BqWizAo;O`)h-v*991F_W6uRd-O!5)ZZb_6hhBrykl>_X!nnLn=^L0sWTo@9s z0F0`QT1 zOQ@U}6*J0!Xj4?b6ZVdglst1MbJU9Co+I$)?WW29G7UpnBty`Oeyb^g1!)@o+l z%9p1KMP{p1;jqFgRDAo4-%fbD>EX;>{o)w%lOOmRnh(+Co>KSmbX>&q;#`howN6khbj9{pSJ{F z=|ARlil7maz(1BGG~KFI$2IO$fBd{Ba7g~%dg^wMe0H~tIonWSB4Xu)w~Ys?xR@~& zh{+gZon(%c#Qndy%$j@cZ#eVeY8Z2S-!OHKH-2;6oyWIwg@m(Q{W?YN%>qnL=R6wi z?aDTwyCDkrUqbITF9~K*b&C4$?B5x#`jIYK$@~r&HY~|Pg6b4KoE3XjT?!x20q5uD zFNhI{ZFcps*hi+?cCWv*4{%*=IUzhLmc(8Z^L%phmVMM_N-~wa1(I*GvzM(Qxks*w8vc2XsGAo z$z~1NYJY&r4G7gL!sE5^TtPCks|o=m>M#wN)eFFuABc6P&R)LZ+~%_1NSG2wI?i8r zT8)D&=Mk1jlz`)*S9{+^V_SaZZu-q;bY(gpII1=}UFg`bn{$hUdb>HBg_xERxR>4i)Ba-Sqxz$)`lU_Q# zNIXft0?p7(aZd81R#f&4CIv}oxsVWowDs+|g^6jUxRkwzw|eF-x1UFMd2Ao?Ui7Ee zMG!yv_vfp?&D*4xcS|2#6-ao}p0OZlmH#@d-qdjP<<&BukGf8*q5te!ReLE+L08W` z5%XRaz408Mu%;TfLZ~F)envD4xZ2P1{ztFW-;tlo_SlUZzz6W!=l-}|PqVnrDQhEq zAR4Z#7~%{=rB?_q8CLFsuWDu#EQzvLs{YD_Ap6o)zrlDr=_JKH>yyDmM?lB57b$U@ z$iOqNULh+ajnR!IK|Aby`X4C%B`7o4(^HkbnY;NBd<#s;9Z23vN2dIrs~k1^@*>@( z#>9dO86B){z`9ZFvW!@-1euyrV(62z{FkBpt=eUg&wL}V7Zhw))75y@kNRfuUgXu&1QXy)sT*t&geQPvyw|mYtHlOrt5cq+eoh+ zipkW*e887iM|vFe{e4;RWLug6SRh|+yi8A1-csr1D_Hzdwz^czd)GH*HV(03UVV~Q z$@nvJse2>u&xZHGRlV=X-)#(ojLkel`sCm`0IA$7SV$1u{l;$}y{YUOA)lwAJH~?z z-jyfnonVZY_M33nN5g%#`J8pkRLJc6x0lW;|7qlQ#N%f#=08iTUcumT{H)95P+x`6 zxsR~RMSgMUT&gU;_5p6#DSR-fZa&4Hy;>=x8O9J=o?`TKr|G5#t87G?m z;0ZyCsd<%5#wEz=Xg2I?RxZ_SOaD0sx6yW@uzD)25G0jU5f{1uY@eA=FxAL+3SX;Q z7Ivco0&ofk3vWdy+IZ!>1FzR_#$(}<&_qV>0#i$aLu<|qV$-^SkYUH*$!m4#o@;tq zh&!x5nxTvAzZ^PUovF-MkIvZUaZmqz{>tBB@n}0< zkK)5I`DK4%%P3-!7r(Ps_)#Otu?fD|Jl-L3+Q_edxPHh}qYULWDOOsuR_}D_8b=7= z6h>o2JSAu|rf4|Ztx8Bijv-PZ7k<4TjP02bt_hZXi_Y=KZ`!h3yxT|wK7l8XgfaP0#Q43 zahJW?Oq|pjzS(tviNi{D$VQ=S-t~5iRH5`X>B}2&UVRDT? zdO_33#=QgwRmE1*bed|1kfw!X_%urdp48GHv&y?P3f+Wf_ra>p{NRztv4i#fpTy1c zMG0PtTc-`g&D{?1Bu&m46Gf`!G#qRd{)0NjTNAUuap1!GIRNv7o`0{mm!HmE9|-Lu zT)-h(jDZ~{6n%dl7`1p}%8d=M+}07utUP4;vz5^2f42Hhz%BW2rW)3OCg5!QIsyxf zlaN`>e)6%~K+fCQl-YbS;zVd|jZ9ag#fg(Z7buXI0PESOZ*+Qx|kv5S+XBYDC4!zs8doF4SmcHeaK;aV@4lZ4wR&VgZQAFLuW1;gtPJ1oCEqx znrw+_|Lqi>v0e^-ziTJxvCekwM)3gdW!4$I7;XTZG=^CuTNc9X+3z`tf5|LGlMo3} zvxNulh5DOS;{Kn`m(={T;(ZDuNxAOIW77xU9yuQr)x{!zSv&0lU1w?)!FmOM0snqc z+&vjZ!QPdXOi>lX?S6B;;vvqLCdcWrvEXiSWV>`N-=1me){SelokcC$Z{{6@c^~tm z{bQu}M{EP!g;NzA7ePpZQqC_x=NqrCf&I5S$OqLeGiNt+<`Ml$-~ctj?NRUj{OhdQ z@U07STY#=&*R9kQaM4D`3iR8NyhMG_L%#8eX78CFFYj*U%SIH%P59>{_T=sp{OOh6 zw3@B%^q)<1<$l;(%W81t$4LLnG~7ZjLrH}{1t*y~c^VnNcP!og(PbNrC4e~3>3_i# zsROc#!gxE#yWDWU5?B7SpR$kT4;yoGr^pFyNB#bhSF;@|=%VP(;HgkojC3HM_?cc2f!y0|@6|#=CRR3HBsqgoGh$)7A5gU(z8|lo1 z?_!T!nwV_XIKA(63SWrS`gMWDYnsqoEqR!U>N0<=0b|t~j*zgoUhO$3qqct@EGszm zegf7l$oHPE-a4VtZ4A)Sjxi==s|vO&!Ex|grvtrNh>5FDq7CC+9_6Kz7Q?TD8lmMF zV`8~Xyj(DI`0^cUCjaXIT**kIYOLA>f68l(i(UK{$7UZJ zoE|yP{%0L>i`veVTYl|0{~4Uj?H>o-VZ4Ih#+$8iNYOG3_EUQASGYc3bu!mdcB)g% zd;G7-T+FwxpYKb6MV74|>L>g``)!GJ5QQkHXV)eHj326P7pQSkxLwhB5#d346GKzx zs?UN9K4g-!qu3A7gwkMTv}fAH-(LY=hQ(SKf9 z+^lr6ZwL!i@Cf12hx62NJwFjvpabOOHgAuJ@-~@5K@`fz>mUYmhnm7`bX1#YYh z{lD^XiZCVOGzyg>!qAqBuRa+twOn(6CIqOyZ`xM&*p*`wN#74YN{*IF7f~BE2q(g} z2MHqmFQdDWx&c3tAojDs<@~%MJypBLo?{iW541xTq99EuOWFGltH0*gR1(8|97CpG z!Kk&ZwLav|QJW$Qpbq*?wJXFi&_>7x1=mvJ&?btZ*<&@n&ag8(xJ#?ESGUd|vs8_~ zv?Wfez#2y~&tvL^4qqR-6>a0i5<}n0f=1P*2`>m(GB zt58JaPc}$y2w9%3(7~V~f(m-4HZ0geE+dH1UgJk->|sPARRD{5PoQx)7eL6lQLXk0 z+Pq*@{E6Hbr+{CAV#Z1pez7%Q)O!@44L~BAEX)y3Oxs+lU6bS7lV(g@g=M}g9nqY8 z0`Pg!q{cMg1@XwAomKP%&}lGhpAWO68D)tG4|@+dqKKvPzgjAMP+U+_yYPA01kAo~ z5c~LDvzAprz7e9uyv8~-U4>;kaEVV9-A(;{<-0x2!h%z}dY)aofysw0wIg+xzfa|m zM9cp{&!fw5cL&=g|)Y8CiMU1X#ZFsL56_D{=A4ZQ+eQ-m)-hUtJoW zMWnz?`Sbq)!rrqWp^5zdZ%E#v^NqN}V7f?fp3#4`MV0H!z@pEyEjoZaqz7NCV>YWD zzjcu=yj@ldt?X|*hGsqdxf@-6JJpp=7!Xq9r-}y}uE6bQ6R*H+d2;&63*Jg0NWLjg zs?wAjPR$D#n@=YH&VcXfCyYd4RWbrB4L&{c{nmD!tg^dL_2TGB&BA(3_2mAV7cR8s z6Sp*UcLhaJqYq5qC!3gjsn_(J{e5_9hhduWZvCdAiv!j;Xovw(&ZZ)k^ds;PeOPxvtRv8Y0sTlZ;)5#ARV#;}7 zB&>e+M1bX5;TeRQh2+#Spngp&_Xs#|Oe;{I{r4Wk%GD0r#v^dn;l5L7KUuZM@FgeO zl8Y?*+P6b6w#G;TB4sSr1=>rXBhA*%^KXZKeFqQFsA~rsg{&w}c!~v^@|TwI>X|l~ z72X}7Z|k4HZ@NqKBkbEhz6|l>lglvect7TJ(|@92Gqyz>h>?Yqpua+gMPZ|kC38~* zA**6YCH@&B)eNcs3dNtVf>RERcqz0>F1IbUo@xi&(U6I-)e1(hp!1185&m0Az)`;q zp^+~V-^Vnp9Ynm5=^Nnw*^RD1=ON0Nu^4&&hiwYH^o2_v5RYq?;m)s9b{NIwWbk#i3Guxdi^M?!<^w)8m5*>*6^ao(XsQEGNB=QEqQrJB_ma5;tjC86x zPI5nf6^cN9$bk1W?e9D?;8nL)xDXRymm##@Xf;rgpVQmv#EoMEjq_ZBGZcxKry7m_ zFB!z4e;k>pT8#7hJB;)hyAeVKLGO^G_*S%Vwv0yvjSYDVPu0qwJ*_WXThQ6gbV@Bb z6Zc~wQii^tXwSPuPh)!D1;RDn6Ni{0C4bdWE%@T4kJxM`uacLbYW(R_vFLKja)72g z;HbS1its)4?oYXPm0Qoc)n{$@@b-Ov1oXBk@&g%&0257v;4kGOpEUKeUNt$*pI7+d z>*u8w>8P9$(Pwe*p`J53Waf<`Y;jJOJaY=tT_XNuz{1fQY;HyEN>ML-Je#2}65NuZ zqr(fQpV&MILMe+m@#dL_G8}4K@w@D%XKt7ToUKthE;6ihE|TDxBKj88KuPawR5LUXK-^D!`Fn8_zmS2b?gHk zvkK$)~u`v8d1wczXO?M{_Y%FU1Y%ROHg_-6?>9++e{9}sJSgV@fuMv!lken-!ZgLEm zr~gL_E4}NbjAZ?Esn_t-xR}keNQ7jpN~=aKNyGKxvP0Y95^K&6Zht=_@0lvWStyJ> z!rt&yLw$+-^N>XmEYl*%imD^n92@={jBora#1gfZz|&uE5HI1PPR}C}ysc^W{Mjnu zaGv{>Q{gDksWsrmUIB&j&bLR?+6_P{Y(N+ODB=yUN05cAL06M4fa zR?Uq@?WDGi-=2Q7(=ap2zSH}&^r49=<~A*9Q}CD?%YFrN9i&~nSx;q2v*V(%Isy@| z4-C0}xk-m*`bdO$%m1(df{D3{v0BOK&k-TYVx&90+hZ!O#KXwPii!U`ZxyoK#E8v5 zFh0~B-x#t6Pfu;CYEWA0GQ;PxWO{}z)y{@K{kZ&J zb?AMEi&X(>)PK@0NQPd|2;p8T@}A79w)TPeU+?q>H+NO7Cm_Pu>jw#noRro6A#O*X z%;u$46emobjA$9rnuqFeg&QwPou9Uaz94e}w$A*#38o_dwu*YjiI;d=s6HWxm-j@O z(2ua4O&rGi>7PZU&t?q@l7x3L)mA*56eTT=%3Q-8te>;U$>blaxysX8XgQ8Iojp`@ zXV&Cy9Jxjyxstu${Ww$_l!veo%uIu0!3)L0&9y#@8YxV8B|cpEI$7yvMa&N4FxCP= zQMB9C;_9h~f*mjYgO91bc#Os6rN_T#ljf|9gPi(mW14at$a3dCcYo@h?K1@yZ=5}P zZ0PpnZlf>9$I>Ak|46}`Gp;mlTt!Np!~UB}LWeGVg6Vc7V}zG~;OE7iwmLo)t@_0y zzNbVZgsDw9*C%^N#u4t)1jtmN$jjaOrf()Ke$rEDe}v5^L)_W+)n3K()myH@8^QM6 z%}?idA7;<#YmEY>Dc57e${dyQl7*rY&1=OQL$pZ-|EISzkB7Q#|9;XYN~I`a>MCTN zN@bs^RLX>+ELlcLD%D`@VTz=(Oj)8VQmX$}7-Q_r7|e`Wo^x_t*WGpB zzx(xjo`0VH(;vz>zUO%y$NTg7d@pxap~lVYvi3lrdo%)8@iz8C+|XQwMAvCT5|m+m zn~5KEjYLFKOkjq?^CwlWf5Fj3LLFU?mrMCI!oHY*x{@L`1gkFoaiG#Nihfb2@%MI? zm<+i&$__b<;A6IU&@7(OjoX|l|)%$s!8Tx#;_jW>3 zr?s|K29EH5bdsBHQ<(THA=3dQuAP zHR+Z`=TzIBlls7HEi-(7Bxvb^zQ_hG?dHFxp}L!o9OWj-Rfg*Q9gdI|laro|E6T|f z%M&s!iJK?ua7Qn$lU}Q@!qu}bUXI{d0nbUE)%m*gFNNz6R0u7KW*kl7ce-=M9W+cO zIRL6iNM#7Qrm5N~FKgY;7MpjUByX%Tq4EM);|4jum9Lh=jVQ zFeB^Wraq>L;V#dp!AJ!44=Xab$`~foy)@$to;a?!BQM(lGRs!b$FU>)=T7@3?(q@Q zZvkWW6|U@SO}2PhFpocE6D5(d5TJ6o1XEktK+gPi({;|;xDPTvPeDXF=vS-gat?fsntgWCo7|R;4$pZ zM$cR9&$VgWHW@GPlGQ2VdyDI`G68#NSTCnlq^|8M{(n9^&kC3WI}-zSv?xn zJ|yd?8idK<-8>87MtY$4g57rc*M*_ZYCh^+v zF;)NoMGFtJcw@ef7R2#EE#kPZoiD7FPm1n=kd6NUP5&ioW7n9VjkD+ZGbAWp>Twq6 zimD5x%)Bks-HF>_LFg=si&<=olyrfrhH*GP3H!RGXpX?AM2dV$KsVnGmL?r z7P)@)yKuvy-d1u-0kZa`OE~myI4aVPc*5`cyD*Fl^BvlMWGF2o5`y^+650L@i8w$1 zhD3GrNfKeZwaEAJBVRd7L}WR@Fblh|-_LdGg}{Soo?dd&iLAhmVlHcP63%r^l zFVn4Gtyp;TXi(uCp@0SqrjlN{5zI5gYm^fPnUglPX7kJ%#9=0eP)vVs%vubus~ zJ9FYzK3ihA>$pCI(E?G;Z|9^b_So3^dAuk204^O!@!K#lnErK-)9rF~6tJGE_n zsWq&+lqd`s*Jhx?JsV~=Px8j{!KW#;Sd-NySdP|R>O%`I%qCK^pArq#@7(k65QnTG zw9P->wA;t$-Y`a{qUS4am{?u?e!}ZtALS*VmZ5}uKpL>qlgr0$seJ4PDZDEe#LXcs zzh8jgW=AIR!m-j$FJ7gDZW!$AF;xY5xGS;PMCVzI2H7-{6t116HS|bq;`lx5 zmU)L58?*0E0!u$QMVrp%RBz7kPRrjKZzAkZZip`MPg!57a5o7#bT)M?Zg8Re;kf*5;8RaUbhELdp90M;VqwA4h|vi3)lE#S?KOl-gBb~7=?G$ zMi^s+2gdXwukc>u26$U(A%{E`?1lgwsZM=ph)Ka^OHljJ)X$$EL6xfuU&Mqg=ZLUB z3D8Uy7uuoS>-)c`9jW4~j3m2ZrNcExV+Ue{zrBTZ-Nv_$Zlumj^}>}!XMux4DNIy> z17sO}3LNhtJ#W{g;zeVQlwb5knPIZ#Pm}?7i<~E_+gvAwE;dYWC4?bU7xzhii_hni zA}(Uul#WjS;jhA}<QzT8-vUunBpn2K>589B}N0FwHe{43`N~ezf9KAyE`B-?L1jTfL}sBgTY3M_u4D zWc-@ea_U?scj=C+-=`Nxv=1n%LjY7F{QHM;|- zJ^L6VyWsovBAL6jo(!#T!+gLz%-+Te9E?dUal5hZtYcn3z?1x+CIir-OxyQ42Q>i% zyC1nV;J^^2HA<~AGVi0S7E*5T%lPoCmg5?UzO;I+_rBoFS)91A1R_PI?~CiCds4TP z*1TN1Q#x=g@|~Rd01bemG}O|DBlk+in;iZ)9+%xNhV-Ht{=GnYA~pqnylh>3zOwo#xAj32p(&vqDU;4Qnf$68sq9r)O)j zl*_|2N8|jsr~+g*$MjQu{-DZo44p)UdVL!w2;(AEng|8FZGH{PoTw4eamtL!@)fo> z7%$AzITnk-_-$oroER1{ejo~b1FU~g$R%x_YROnqh5sq{7H~Y2`1#-u2f%9!FX&4_ z-!L!UVlS{T^%bqq@xpXJi0@pbEinTYdx=G5q`AczSb8Zz%D{4#KkhhEUm_5TYisk2 z&%@Q>4Q-J97_hJ^P~pe!U7^T;fyasl{bfS8YQh8jCrmbEte5#0DKh^>ifH$z#Qxgm zLnbj&^QAe+pXH;SBq@jrZ#dIuSe)*C1^dyqyd+$<4BU0!#o;%H@d~&n^9H2CqcBTS za2ij9B1dJVuR(Q-YJ#0US(dBIu($CbfJ?o^&n~mlX7&B}-E~&mv^?FX4h*e;qK?*A zE1>B5KS7c5yP&|97g}x|zk{N|R?FW((biv}=s+aqPf(OTX!b-MEbgxPy{=~(mf4g} ze8~7vI#bdZgkzwqV`sagmuMhD2 z|1dd2>_n=TPVGCN9+;gYrrJd4N5I4vLZQBISLvXI>x zyj1Sm9)2mAYE9EhR?WJxzWfD;y6vb*wWlZthQ^P)3f&TW**5lN!!6%0hl__c$x2AC z)jrJ-cslnUosxXPHukg2yN#$PZ<>=K*47t5%*&Jsa*M2%actsk{IBKjl{wkv z`wONtC?ogRb}uy%JxxpkwA!4z9o_&Q^I?J>QQQB7{11PF#TXF-(>b%{rO(D~-%`^T z5jI$VXa!@qq`9pV9fUj}1_IvPs=ZW0zVN0?mSnKU$B{E-(iNrM&x=WpVB2NJb!iTLC z43Pn{Q6(yFH?n7t&!iu*sz71bREGZI0JLiRr||j>nDEif?sg_W({%Sbz=D(y?cEDl&`rRCf};OqL8jX_yNCbDf}qm6|6)O^ z3`IT*YWkA}wf@F}HuV0g$K0Tv{&!h*PM`VgDWAK{MV``@jdgDcnK zMX6uJroRruA1U-x*u+453i4*SkIU6IX#F%5Q%RA-DK4d?*PpAe*xRz*59{~k1>iz( zcY^sghGePMB_sU##DA*-`-NGckpO791D(Y&Ej$Hqb2eMSKgzMY@GCC3!jm0f^nnvK z1>F@@3kHSRySStm2-9gGW94j=cWk&NP+v|v$2|31vl)0Fom$qO)EE&)zB667nQTdd zE+ByP8LZyKmLI#`78B5Z6g^8d{;`lk54j7Rg*-Z)AWj5)c(Kj;n;JZik<-AW@4|%= z-mFvo`}f}?<24b@AS}$@o#S)klbqo+kc}4i4aLOjb0auQ))VG|rW^Upmf{pu0pbI4bJmHIoU`7Y#Eg@GIl_&> zvP4u=lO5%5o)+k`%s(A`Z`54hSD^trVK8K^7VgkWOcGk8{j5=>d_OgJn0ejttk>4F z;yMZTJEtyJv|rr~rPOZgaxiI-=d4LBP+NQ|pE%YQY^2CgWTm=#816~-XKkx`w4}iP zlLNu{97y{Y2cm5y#>k2O;y@q&;y|Z==Rhui1HBfWiIOw^odYS~uBur(y%}@Y$weS+ z8z*9O8CNvCZzTT_Toqwx1e7U5ru6c~`fl~FxRTD1U{Phcx)%Sbwg?`V@s2Ua^Cw%C;hex_(Sp;Y9aT)t#=&)2o%wo^& z4Kbzqu(ht2g9lYhXyJHSUg6a56v*lE{Qm!-Kvzc{6SEW^g@b6;5*?aKHKwB(mj_a99(cyX4!#7ms=jS+doB*>lgdMC);V^jYgtv1GG~sYlex9 zrY*eSO2~u+EBUE@=#CqohCZr zRwM&*hF#BMZY%OT(PcKi!~Y?*2gxA0U0}2V(SQZlVVnR40s~!24_KVi5iDv0Zdl(N zJgcA+yArX}p|T`D{$hClbXa9Bak{x8Bc;Oq{p(0i7Wqh$dn# zSEkC*n0KB7m`@4;h)QB=a=SiNc}0by$r3Mfz+nB~B+Nq_bXZE2lMUp~p zV#~Zn^*;dClg4;5e`Ek%t4o5{i9Zn4=_sg04mC3I4oCzL#AVbdAOqg&*)#(8A~~OJ zN+X+iOgq2KZkex1>ey{iQ$Day5pxZ)|fUL=k7f-TczVuUB_M+$~#TX#|WwifxiUt#m$)h6)o+ik^o@{{oH5Ocm}WTLZ^@F2dFH#sVajD&&=o z@n*b%KAVgl19J_3g&#SO2|tp8q&SXrMB{4@g-Mmo0kJ4Xy!q-fR?3EK_2>Na19N3w zUD(!jgbuw=9@Y~FznW;zTM~oPF`}WeMTqLRrq?`AAJ90lN9#N-w!(Yogg1HrI5$ z+`4G|T^wtw+7dAro?Ua;ClSa%W+W5y)2dliN8_jy`jr<$cw5Y8Dpm?>O76Rh;@ro| zOYC5sRJJL(c+s&Aml6Fpez*atGoao)+B>K9oE8Jh^PC0X&A3ra@GG=`{KmTVHrDdZ&V_}o_ zqqAj(%(IpE$I=F?$|88d3vvq}lkS+;=)79bfk;ESPd%?j?}Dci8L-ra>0sT`t21(nziAKiNZLOkzluU9Z069$w?o9sOmqZTa!r?fz)DXb4S9Y*toZ zRl4xJW<``J#&Ame9`lSLl23hD{{!`*{7rpa|KF%j|Lgbs!0{XTqHdM_%!EK}b*1L( zz=TrLoBp;bUw_r*RoY1g5+y@YM!?Ics@TF9=`$Grcy3vx?Vf$%OD`#Nt#O(+!|58) zW!$f1%m*x64;yekSK>edg(^;nmCvGd-@zGuzQ;AAJp|F|2)4S){5RAB#IROg)DKZB zM^^!1ZJii?aQc@!OMpD}uJybx5Z663mEda=Jiz>72kbzS$uP5b`So_k#_2!CGx-1C zIp7GIVZWIa)`IN(2{P4_=M%2_r3Fs@zU)Yj7c=qzCfKq4kaDVI->__+W}lKqj-t1e{^YT%7LB_-kF0Az|zFwn|;|o0* zC#CxOK{#^){%-HFLafeWm;Ddm&agp>NDVr?&Cqev?hPzm0cNaO5G!xn8;th^Ci@%j z;a*~0<$z-JaktWbuH$S$dgASK?o1%7tM2z;9Mhydz_Z?JZ_1GSyz?_>^%Ce-e)@@$ zs)3uQvlEkfrQn0ABlpx?jO&D&kvHS+z9Q{RUNtg~)T=S&)LobN(2B@OaAsVs?)#m&U?7r8|%hFh$VH&%dVI0Q}GazV|egDXlf{>a}xAE`hzQNK- zYGp^GvlZAHe)bVJMYZue3%I~V8F8nTnrE*&@}maG>ZhJvwhKAkkaRl4M@(Jl_^MbT z=}O~ur^reL4X=*GyEZ7)zY)nPD;DgWDV??b-i^X@ZflL?+e>gaG|e?d4__?%s(|y6 z^6Yc@AtWDvVZAHKHIW~)|N4wn-({POc%NWt4~u5)FdJtB6)z9o8_4(xXM?yga}5&( zmRwP}^H9|Uh}6t}2}M?j%>ty%wj|5)z7V@!h4_Q%<-+IKc3lsR(O7#Qr0SkvmR$ztWSr7h0{RXw zN2hG5$~5~3EQL;5fI6qqDM6y-`hGC?ETHL^&v-wHp;+J*n0m2&KnO&A-fsNlyB=KK zKe`8da}TT3+Rmj!$9=)!3d;w`}hLR<$K~w-}U|ycU{PZ-X`ky zQKh1g@SoX8BtM5SSbxElH2a2&%LAbyyMI=UVQ_$dj6drQt%Ijx4;D;`{Z#2stHtN| zx4_c_rCmAbC;L2c`Ot-r)N?>*e=&S<5A$0+!g=}#v@#(C0cwKN5&oGAFn#-1Vz@K0Uld-dHb=IvI<-)`^`>d7W=&4z(&vZ;aRsxo? zi)c(^+^N^!U5g@p4n0pFUvd82@?9n8h}(kvza4x2{srf$?-1WK%VmcQ% z22aEN#dGEc$If?l|8D%zhvZ!Ncb-!Pcn*Ap=hPmMGKMj)m!laVsCMed+Zn)KdzX~G z+JRXrX+2aY{Yb5lGLF=Ku$q-#A6>|fN4Jdk_6vr^-7BdN!l}(#*ahY3f>)&Ib{(Vd zZrDo9H{AiKP9z_u4m<#pEO_|>kWoH}^Z1dJjAM_;7i9Hx74M$-L!z(p7yu$C_%?%u zJ6~5Lx%N~@`!`TqI2L~z8XC5tx9zLT8GChv%u56vtLUwi85JJ3_i<1Cp1Q*TLCNd( zwkOEVCx1=U+&`ZwUn@x5lEqD#1izZV1i~y=!}5sBGikIQhG2?VGb|- z4QRo1;3o4^;p)&oQZqV0v`jTpXy7|AGN6pW9-=2Z6)A33b($!)-t(1uu6>LaSR74; z2?ykwFzkJW-PgdHv0xeB$wU0Z1!TL>pTgSMNW#fVUs+VBeC&`;#e#kFN3LedixOye z4C|%eHC8e6;36+Bo^U63hVL7b< zFpm_ANd-%mwEg%x*xSD1<>DlupUmZ^q5UZZ$QGC_BdV_<+3yi4VCE7N+adG+l{H2{ThmCpBf7CgC5A1I?jUqqa-Bc z*3cVtfT}bZ*jTS5fH!#TAS*kMDR;XdG=VK>IPBRVLLp>>s>cY;BdTUsk!smo6^zk0 zVq1hJPbuCgR1-eZf*PLwdD-0NazC&Jsj`PDK!lNg>|UP*L}(QTtgr8FB0dHNEk%d9 zM=}Dw9`XuXFhFAYlMZy$;9z@+aXz)0B^!Ic?X<*#c;)w9eW&5dMS7f@5ACVAcJKI@ zdCY_*P{19twDtm`H~7n={-6KJd=6#xsjV=dhjKBR%U9?s%U?|ED>M_Mp*%eBV@}4P zeA@P|6jzc&8W^y75y0}b7On}vkNqnXf|+v+Y>y1?i~V@oe#|qh1|bi+fM&gIN}An; zH<+%=gX=^Mg2=D}f(4SA&qqHyjC@!5FEnK-lGAMto4ND_i{JkchmeJY_|!^NTv#Rl zJMqcl{m;aw`;W^v$mCJamzXP@{L_Wkk#;J}Pb!XrrS4qRAIzk!@rq%V;nhHlj#KldpQs4LakE`>1DHBeUE?7Za_VJoN0Q#=nT~);niw*r zoYLFmGFcI(X6O~T_OAGjiO?Y25%uD~jX|WF!aodCHNC_Gr#9{oNl;)bZ20lmKS(?J zwo69xelM|gesa=RIq_Trwg8fU8X3zDl7E;Zr>RMhJwWU)<6utDEIZL|?W~`m4S&4~ zB7E7agzpThjJw~6SAn^5QRC~&WH~0AdDW`_PJaZp|9_=FL6H?84CgRzFE->@L-E7V zIGsuIdpmUc$oEFYaL42FEV>Q29b#xe>$$jt)4^Cb^KNkmFJ){^|5zUyi+McvQ@2QO z*$om+69OLq6sPiBT4r??8@u%nA1#1;flhL9Oy54!*4ni!$&K_-baHeC zO%hx{FH%1fr3`7ZR;m?kZrssn{E+NX4E+m*{XH4i&QK~R&t;S$C^s&cdqAw5&BI~< z1KM+2SxYZ`t%&x^*siTn4(1!Ry=uJD%Ud;SvNob+F@6&L)n*<4YT*wVHE6?dJJmpA<`$ z5_NrxNii7`f8vQh!|ftl!MIX|4DqA4x!X*8nN_HRP1RT*b$N@ZPMeW3S1-05_*Hco z2v*SOdkG0~PDGy!Pr~;eEzQ;V^=qjpU;;YNcZf-8EH;0???)|UJUgLUh#EDxXv$uEyiwcs(M}GLHPqt+{x6f1!?w#L5+nIei zSXz6;#VDI*pg;?PeoqHc*t3hYOlk~^zxiMB0u>iLeIQ-cu*684@M-UY$?W{G>xTd6 zI1X%ju7EACK6)>KeL$ZWM@Xw5mBAzoN z^w}S%C)yQILzyyGBUS!Nv1f6Gn0Dt+!7UG?F9V%@=UZ8||1|eGl1p?*mtTg^jke+qWBbDf`VJy$@Oe66uPC*=u0nQM-L z05D=?nZ=wqub5lDiHjfwGUN?`2wxwB{lIO(PIkY(YQi*&P(MAsVr|!y`BpduT3zQW zb05qNfH^3J1xLWbukH7*WCZFCyVM2{#%t7ItK#ypg`Cl`NPcYqF*OTCl^{T(QI!<> zEWb8(aHM|iWc#Ltr?!nr7nt%#y_x4@76kAHq=A}if%*0(bnxQA3CS~#;kE8nu6OTa zhJqv_iq^zU#$U>MaEXz8C_36i%SNm3phgw8>l+ZMvN9pMDbAw}nwXuw)Lj*a!llX< zEcHSicXDbqsvPA+=Zy6Y{k@c{_proTp2NvOw=C{4*Fyyd!wQ3|Dpv>UtSyWp9s#F> zK|(30hqQQ}Xdt`;N*B_ZDs{g?i+z>nV7c}tVGyB1_0Gz`VaR38Dk zkGM%c-cgB zyGuC1jAtH!T{v9o@k(%m@lMq7(QUrxqjdX{wfb_Fb~+&I#SU(MU9SR>e1V2dydyW^8EhJ&`)e&y0@^C*-D8Vv_h2^46CfC z%p8tgRqf$rtSK$JP+5Gn`Z0@g)6M^?vqGn45be8ndl9sp-Y$s^cyTqML-*jC4{w{j zqt|2&$#0&aeGUU-(W$&u8uLwR%We@$$YNIq&d<$dW07i>-DD}=1(o%@seHmBW9Y1a zmKcK+n)#U?*B(MU;%#@R#Cv{pf}hqhj^Zy&P~)f$Zl&fKkv(IP^8?rM8b!j8j*w|Z z&5uVU`f{~Au^6jQ0OkW@d$zs#bF9RcsRPycs>SsfP2Tp|-TD4JibZw~EC% z@x=WQ;Q7_Ft-9Y>A&wFEb7JT9U>z{R1Gm8yv};1y9p{99>E9h)X_>19eaY&Z6w#`c z?b(MU9>flJ2_&LRrR)a)95REF@PkYRCHIe1a|URl{xSl6i?QRIh-R-;_w={zxlCR4-Y zg-a0bt*QC6YW4;i{b10U&Ad($w&PyIfX|tp9W=tu_Mo173Q#F?P%#= zHH(`rUy8|KNEYY~7P)Pl%Gz*i>zbtMKd|SdmrBO&R6%f-WZ%b2{K&h(N8Jt~kI&nEFcY}P28UM8OBE|0ffIJ)p>GM@l^>F~7as*dq8BULtu>`JeYT=fSiJ>& z5V0nGK}@_dSZo~3+O#dieb6$cn;S*ly0onRn;}Rmz|&XdW!t>(Qom>CT)eLIPb~a? zl8DyE@GI=#BG)C*A%OfmGU}6-(b|fmu|UO}7KQns^AGT7>aAL1{9M~zz`onu3k_zX zRUmx>z%!4|Zedf11#_kr#mo&{+ zN4Xn~fo@{4fZp3tp_LEq5M6o=0oT^ycP7C0HkWjTj;^$sNUeqc8ntWCv5wuHd00>X z?d_qn2v()UE2!8h>`)aYo@WW}EyNLi+@L5gm71ymVlMYE&zf@6Xcy~&utgTA7#a}3 zA%Qt}uOX9vK&_)@Z-Z*`R=>Lr8B(syFjA1FFsvtdU(p7z9wm|iqecXHf{yF`%M%nP z`XzdbbQiD58j1OP9=h8MQSqve{*F(DgkXg64W(|I*L#xYJ<@=|IlG#wDPH(mS+MLxwRe?7)IG2VL4b)C4+v#a{)NI6kAyD2HV zPHKB9!ZS$}4&F-wrr<#^;3N$9Op8rAZc7BVOqxa2Y#S71$J9od!c695SPDf4vqyMW z%g>cVyVEu$GTC5~xQ-P{_1Nsw3ygX(gSv~50{@;?7cnVW&I3;iX8B@)*HSCQgH7uq z4x_B6@hY6dg?3Ypx%cW{D}ldm9txSSyG4wRVRVylhnn1AR@_&UxN@DBqvkSF$+3__ z#A}(m7M6gWu z3pY-VA`JUQkwGUR)3Xz&A_?q4TCk`d0*^Ql&AsGun#$dW8mJ=W!jHXJZD6_m#U6vx zQO7OU#C%A7u%-3$%by#2B4UpmJv1DYd_hN}d(Hfy16ToN0}>&C(yZ$EZ82pLEgH zJa<-A;M)A^KWuX;z`+!u@4DgpBY~}gW!H?e_2EN{$`-pG^fuUClgL<|6A;6DFfzjW z5!qO0s%zA@xg6HEI6huecM&d6HT>jf+eqMN-5u5JGxqU2%&48> z#*1k6{1C{{qC#95Cv{47wiT=XSn!-EJ=L4-*-vvxTa;b)xtC^(WySTw<9%V{^<%(x4hm1qE55?Z~P%dvjg(@K7+G{pqNS zdgljW@xC~l%%my_jiG^PDX38va$onoOHMA*Vn5_d{mkg-ZNyVdU0c_W48nN{C};Aq z{|y%Ex{o4*FvTrM7$mf7|d*3qYQm;T1UwI(Zi0qRrk_|7Cs+-6xmTHRP+4W*_}_|>&CcJ z7@Sy3J!SV=K{wtWWz=@%Na;roRbM369VkZB+oVfkRYMDe1AR|a>=D_rZUgvHt5#io zaPTCSSOG*@5X`#t>F* zfvTvuONkXH+^b1TN%< z@}69KhudY-(l|qXDfKQJ8u4!0IK^!%w??m@ciSu~s)xbgC(D|zYp25f*|AKA+qWAcW`u=>?{J5QlTw*x z3usB)ix*ohY-}7#uEzJb&-N5JIrF%FUi7i8I$m?D-le5oB_!&8zPlu}`jgFUa3C`A zQ*-sVwB;^9G%N#x`bdxKMU^Jalsb&F-5@Qu$S zXOF}OqIaj2oH#(}{IOS#D?U?t8{bGxdpA@ZKV#;5$fFz{|BwrBQG=}c5VB)&Il%w@ zeSCtA8fu_?Rh_^0ZUd}(fL%4_%CRAfizyrKLGYVI*URL2WO3t92A{Q8qI2n@bPgNp zbU(ZALTh0{q8+Ij=by2&Gm^4cWWy{BABeb9;WMVV0XB*3IhY%QI@fvoEV}p1u%qs= z5hdD=e=o#6M-M%JK639|K)#Iis#Stn=T4otbZ�*@wYywL_I47yjs)z(pwyO-&&L z0&!4Xox;)^8XG%+P`u`P=*Ox=<$9YmYULVbIrp|iZO@riW~)oL3TG~!shIfL-hM5F z_p-tVypHzVvEB8D)Z#|!4}C0l^|@#)?dI<%X~bSs{azn7l9lMEe=jlm`kV8a*MGDd z!*2Xpw7FLG{WSI07POpk+EvriFt^Lg=7|R>=X|Cnp>7ZGA7Yu-uof)Z3fb1NPn>(k zXQFL{@%{C_w9>7_54kVhVaIVo(LqiA=ciG<%~0|!GX*6|^!*&sgF{w_oNaTBV0Df5r8MmZExSAy6N9;# zZ^WyXn8d!zy+QT11~Wa&GAWC)36T)~k@k=0JWg0p=-iC!^UIe~D(5NJ0+whF)VJ~9 zn^?{}3*EoHxUzrSMIGxKj*j^%LaQIH+P;1JaXr1jfEFf&Og`c1sh+&d8AhJhd%ML- z8wOLA^>pc7eP?`pd>cfEh{wR`boy~a!>}XaWgi>#wO_}@z0J>$9Isy(*1ebg;M4Fm zhs%;_lM53gs)a)CqfT>0A3uh5r(7;}x(;dAfc700h)f!DYUx#mX+V{fLb}Dn&InNU z;X_4opT#X>&8LmdpFhj3)1(z!zq6Kyz3U`2HLWsR+u7M!JvjL0lC+Mtwo><-LNg~R zv2^9)?akLG{dV1Y5Y`-aX?D05#teQMcjTi(8%=4zSoGNHXL@yyFcq)y{K zMaRrj0~7Csn(x`bZJ!>@&J^7H$3WcA`VIQWRf$hJ|wO2@^y}t^$9~oi;j^bxKXT literal 0 HcmV?d00001 diff --git a/tests/docs/compare_wrong.png b/tests/docs/compare_wrong.png new file mode 100644 index 0000000000000000000000000000000000000000..26ad576d2f341072be81b99af154a2499d1ba05f GIT binary patch literal 65691 zcmb5Wc_5VS{s-Jnt1VHMi9}L~LMf)Q_7FvuvP@<|SrS4qW>U#c9z=)~34_MIWTu57 zd$Mm+BTE<>W5(?BUh^#H{LVS`yzl#87`pHK`d;7bvwiQV^A;vsH|^TAYSpT(XH5;Q zR;^kewQAMsyTTj5cV;$|S5~dsz3Qyt>5I2l&p!?6vM?Fpqf5UTA2p3~5>-?z*?=9$ z5SF}r`oXBM>Y3}N7i=nW0~=INM->h}eugE65FTD!Dvtnf4L? zc8z9ae=Rf1Uw)3yorCdPgIU_%!xi({XrAv#jFh?ur{Ol`c|D3Y+voN1_q{{!!#9^p zs90Q8vCL|pyD&Y`oWQJwj)Sji=n3+At^JrwNn>>ZZBG}+8%Fx@f#mcP_?utvsa3Oz zY>WLSp*#kH{y_wKwcM?vb*dvHbqtRt_BFe+&QiKo^5<)yvBaq$A}%zKdU1zTi3Y?n zTfg}F{eu~Ndk*++#=GtF^JDcoAu9_``oux>k1t_}=|L=Fh)y1%E*V5@+uP+6i7)gW zqTw`g#?w05Xq_9QH>pi}U0n8TpIQ)at`uL#JRU;FoPeS@x2s$}Je;3wOI;XcM0Vgi zKHOcswoC+~f3+)1uTA^LXj-vjZP~-)MRudjQ|kR_OehvlswGLGLSNr@s=M{EV=+G) zm439e--4aRXP)-YJubc$erikPYK`3+8t+Pr3ckqI_`wf0dnW2Gnl9=ZnjNuCF5Rit zuPNn;X!vd~Mfm^&#WC;zk386=?TO~HXkOjVPM2hBAP855TWksPr(2O<2Gu`w^0;j3 z(sq8k?KNU*Gc<61@Z`g}{^B--RCGj&23jHU*be?dhpKPy)v1y8>!8zJ*+D4ttdqw> zxU7JMY_9OlA74(}$(JW&EAYHzZP>WOIJYUC9Yo4R^NB>_!f8XB_;X5G$9&=RA74Kp zdFDs85|3%~d2e=We%M79i{+LTP7HFISP7M-vjZh+sILP;qz8xF_0Y4u1-Zv72R*Xs z3I@JbnSbB%zwf`{ewgzf@#ed%Z%LMAPmZ{|$;rtLeR+3ZhE)bd5MsTSXFlb5i^WWL zKF#=K`6*Sw;9(6e-~35WLHlggduX{$l}|W#VHdx@*x~69TgSc5+MULwO{BFaK0Mr7 zlnJ%nQ+Cn~e*tej(!^Tqq*TIDh=~mS(7O7Ss8n@v2afW&^yD~cjpu$mI7QH0`R3)F zK33to=Zl@{Z57X{oARv|M}ugb$5D+mR;Cq^7k0kV68lMFZn>I4nUIHSE;rUbvTRrh zJ?EcaEAd}d@vK^7cVdl5v|q#4_kBfn?ju#+Nv5AoF3ry}$@>$NPEO_&SC2(Zm6GyB zGzs_U@YDZUQsDZ!(bA7hM@_yL9mubNTgzl5-`VpZ9gj((RNY)(~F&Me@Hc>pv>@8RSU!3q!d4fu^LXP@B-+R~Hs?Zk`;BiW54_ zoa~Snk<+bsX~~+tTpn0o7+OCeA!Aa`9r%okO#nsZ?xg{(FG7yi`05SgOJdE2I03GF z@=Q#GoCPRKnPWGvB)Gnon|R#OiASv%;kb7e<|e4kmjfNOdBNlORefM9 z#IZZ|dSg#M@hV2W?WRt5J#|t}#=rX9oTOsuf&8H&lgI)+V<(C^P(NEUh!)&}T?1EV z0=*N`-bY09pPrOz;vpu?RHql2a|5M8a2KpTPcM{pbO;Y;4>H5n3YA5OK-_%B-+YvZ zqB4E;UEV*)PpMu>lgH|I)cvX5L3n*KeZmw~SDwX^)$^e_^jtcC5K!Ji;mPny{|TQ>0PdQ@n6>db#Nty5^XXJkbUxWs$4Gea*-5|+q< zy{CU|k0|80U+xr3&>z7ry?P>O;Z|UsgVK1lPc{_+4h1b#prm0FZ$vJ8ux6Hw-^p)d zys}d|M2E=0emh=Na78w(${s(ar~z{n`&jDSFxv>{+~)H_AFgs-&bzJe)}F>eRfK#t z3^<`W2~JUM#(_m~74g3RIe7FatGk=IsA zsi~|x)G61^QipEcYk;{mV|fJwulNf3=1MO+IZSGKl!Qt@;|9-$X8DFGc8`uZykz%P zGorDmCD+OQWOCAtRlbiQ$Bwy|GgpjA*FV3sd71Sp9fJH|!cq5xEt8ue=vz21BCbJm z8_GPoS;ZprCfU6`?NdSMHQp6mv=35A-V29Ur5xe!YQP&%J*%u4FK-NSFDQ#2aUV3V zw3K!0%6eLAsAAz*PM=3ih%^!BlRIFs>hon!w$d|4kneSIzKbr|5S1^zvk|0(t;1~d z?#_~ots_$0=}dYKyK7im9Dk8*gZvzH0N0z7J;-rrAh8qTNNx(z zxCF_&6(7*$P4XeCoP2^*2A26^8$FuxPO9oTIxr#chqV@p=r+$4ffPDJLQgbJbaRG6 z#p}?sOr-UEeHOKwVL&mfh5p#%%4_3<3!#o`8RHqG%_}@xj##q)gDZwtU`n`lF4I|BO{n3Fpov*A<3`D^OFMt`;NQ;ROoOd=br?%fw5VqWfB z`)bxq7@~jOz+vRr^!;;Bo{}m-xp)tiHPNs)#_C3^)YqhYbB^6v$}RdJbscvr&1arT zf(HzhzYkYeF-edwE|?zpT7y9sSxZ82qhDSS`32Vb9xPZxa3x!Da^U#wAJ2-cm!ovu zJ2OAxZ#A*1myEgjPLU!6--0t8X7D*wOO=b1yev=9O-rK&04f@z z9rvH=ZR{H^Ct?v1p7+t5j=p0r=2^74I~+Jw!gH}X72$Ba(szQeD?5f(*cr7R_c$fB zNj=;LeS^b3u@}`bPRwDt#;PJC780JDng`2Gr6nI#rHfsRs>M>jyjvTDoat5=(AVZA zGe#UA3+kpdDre|QLg^cvLh?<{*AGI~)6GYmn`;Q3>jDfY31cu+wyYG_XFW8BkvG^} zx*w++)1;%#M{S9oSZOPaH=tB&V^^{ZDWSAJyBj4j_jaN?A~w!PER-fQ2#jit*Xl8r zk;G&k)!JLKG=(aB0@sLc@BKVM2`xaVwbyj zdFcBnycAo@hj?<1wO6L7+3DU0O-vgo$MaZiO)(HgLGu(oA%*79Rp~~Om{YmM|D;WD z$DDLU6*|ML7V+KEh=~{8Hhedoi}GdJe*8<2oX{Dn(G1n4d=byszAKw48*SOj$&e$5 zBpiNL+vE7>Id>{Gsu8)fCTP(a=RN-BIRAOir%zvPt+1pQvmb)`Qbi@^MfER{S#9e0 z8WBo!0;G!^af(>w?cjEAi<*pRXyLjlDRt+opy3u`Wmw|B;e}(71*hKZ@ll1DnxE3Z zGenK$aP~<@67a_!GhzMsp;yr&_mry8T-tyab7}HW!>Vb|evI$L6-jy61JS}3^%jqZ zWA#Dqk5d!2Z}LK(hF4|`jl6a-I427>1AkD51SOwAilPbkYpT44%3>V{GLP&4&zZ** zw+O{a_sH{(@uxC;97A}QXJcL>ufwyh>{QrAw0AitBmFHiPSR@mI#0ooO(#ceh;i@Z zG!B1mPFA%p^TBibC(RmlaJL>ueQUbCz00on@+4t(QIlq8+mw3vVj%FK0QI-nH52BOrtY&7B)@#C)P6VUoCKe+jKX)g4sn_o&oiadx6)rP#5DeR zFQVo+-Mp9WpdEmqi2T3R7=n`TG|$cVK)!)3Wsze%A~)Q;IoT@NY#zxM6xm9%(~fLW zyeb!g_u!z2Hj8Kl9EWbxjAh1*L1{=_!IHvca3ABkOf+ns_sSh~qpO@BEz@i4zcpkI zI5-a!bnSPp!9r-a`A4$=zE~J`uDSWHugOk(9QKh9>xb58D=dGTb0ILLrg%%1QIv2%6ng#V@| zdZ}TDB%+u%JB2()>}l5P)`sQEC#H!!L9YH1vt6xhkny&o^_>12NwSXrjWw4kKAar& zoMm@3(d2E(EKxsqDeO(5g$>^pKWnxN7Kuzu63J_9Cn4$cmxAI?xmLB(kxZ2;;inbu zj;Mx0Ua`dsop2fcWEM~Km#q95dFnVN6X7iLvzr4(pMBtFL+Q8fxzn05@QH!G&2e~ea*gWQ!cgFMqxAG2LyFU7p(l{q?Xm(+&e!$5< zDLyV+yMR)fj+cfdOBhfS^z_+^8mh_%+)qLu45ix55=hy8XqWs}bnC9kh$>Y|QJG~3 zT5aOQcH$t1U1cz_GAEe;iUQTj7NNBg+`Y+K_tEFy3Kh*GVXcg6a6r8L;iFwhk{}HX z+tPd{tJG!iDK-uKydSRGt#mBYtO4EXRlRh%kHOV%B}vsmXP=<)5dQ6NEs0E#iJKqY z_)9tRrNlQv)F4zRXgOUcdfmUShVJrj*V?gZyVPbzsCKZU4|4W<{wyzsvU9)XQ%FeM zD;6>%m>*7X(9$1nWF@2^UbLdhS77skj+4{SrA_5|Y83B+?L!q%eL}Cn*mq7-&Y%2~ zzdchq((S5+lw!zF}1`1g!+XiVPdkT}XA9*5IxzAUnN7@*p;tggW z;J$rW>=lWAoJZMIUXdYx0+eN5EV~l5=m^aI6?rH~_uN3K>lc zi+UmSTcn=p?IT!b97V1kYOYj;y7b9=!WB~HgZ4MRQl;%b-5G#5^B<)!;u+3tu^06C zZR{c_Oq-dyI^Y!~2HnaHf4ZNq>X{4~e%V;ss!!$?$1a{nBB+Za+v13&b|>STvRSH& z&|Wo}Y;MeZ-W>`c)#(GDMfp>nHb`rRj*JauBgNCZh*j-3k{U;BEga`tF*Idd*@K+C zaj0vR!<}N#IUuf-&0`Q+JD!+;Zf7fGuV;$IbUmwD63av~QPk;VYU7UJ6Za{;# z^Id@adviI$1?0J9w%2maI3ssiqMi>&K5Vs~R-v1YcoK_sPlUMGYft`BR} zhoqa1wzGY_kl-xsL=V0Bewpkp)MP;UL$-(v%OadA-4W&9kv^&4m}D1|V$OSL|Ecf_ zn#Y_jf$-98Dn6!K^Ea>Mrbog9?i^l+-Z-)Os4Md87rWbP(*_=)i9-a6c}H5iW%f!9#hjBR6(!Ri_X7WMMmP%jZ~%uu!ZrHV@F zgO@8>Iv|R^UYvgA9sF)^Fl=hT4W(XmZZn0f3!+6g#wrA&!#Vk(FF3h`(pDU}z@5Y# z1_7Wt0>OvYN>|_&qvpBIvng>2nyB*=*;2}BgL8;jbh(2h@gmOvEVaxWvDF)10Fk4)1DD*bk|T&aoj!jl0gc&WP03c83OHHR-esfFqoMdx%$ zVY?zaaQv6?rTg^@sE`bk6fZkHEUQN@A z5AbrBF%-$*P&4lD!}DCpC43(zxv4bTGULcdDn%~Z$BWl-!;52E>IESYXPd{-80R6z zzVhi+91gWB-ie*4M8FRfNBhijA<+Oo+VgF1unQ^H^1*ySdfGt6=;yb?=D8mi@v~_I zyT^}^FRizs6_(`3;t!y5*n0waMaVKpg%}C5E&J=dUaHLx&KQw+yZF5&J7=wLn&+ER z_y>99G+LPyTu%95+(5x<*pRIkq4?09**22}REdz#f;v7I)fR8v{Kp#ip^gZ8c{tW% zLg(dKseyU6&n%;ml%&g_s;BE&uIkRbX7N`uj}E&b6~#1@guEHDFaAheOCAkMPtlIV zV#JMRNN0PKsjDA~Q0z*b1JKpe_o0w4MTVD&Zmkse?9i!sDg1VOhc;Eh{VCDQWV3Ku z7wqFl2SVw>x4lzlYP=;K{qhSmh1ex~zT1oa`W&0zd7=T#H7%){ogcrNI@r1_o!%ZM z>JqKazyw#}uPil%3)Mfu-9;Ak9tr8!VHff;Xi!2#oY3l23f4oIf14qX0{le%EAk^k z@?g=KYh6TZE=5eJts%Q-mS)|(9NlwW7u-Zm>`w{avPka0RhA1z)4_jqkQ zG2n%4C47O!jG;C35tFJ^iQrHTSkVGht#r7VU{Y_-&so~eUUtds3*k5E!yf2Esz_WN zSJ30nZ(x&IJR7aWx)EXUMz9jr_Y9upT`AvF|ES%c;a^bkNfTm@9xKkUeipJ_8n>+q~>54s}i~+Ufc6= zmadf3m_JKu@5_82Ipp5v+#=v412RWC}HWW`fFTTTP6ETPVLEiC0YN*U+ zSX!jYv<5r31q+G4eQpBxytu)*5i9`Oi+2Y36+J`iSQ0IN-qLgKwQfJ}+-bHw=b)R- zid{R}leq7Hmp_>iF^+~$l=I9_s^RF3jB0vZC+vW}0;<@DZo|!whsd}tqE(UM&e_&e z3AmyK2s+lL`Ar}t{lgUhLqQ>`k5)!$CP~#p;iYIB++e^C+1J0Ptr*Gdfvy{wUR&hO zer_7e@IE6)##$pqyp>TMgl103aPtEGPwc<30hdO!S;uqp&qIN%CibnVf|?9^f2WiUZp)653^_Uy`)xD)QmYu=`9-rT z)!H>fy`WvDX!dfGerR4}LU7!YlU7#QT--RZfSU0>Xok0sI)vX*-u33)vrvk`HQGo7 z0Vc`sWm4G%y4xCXHkDt4JveO(rM4`hDd)_DN5G{aPBolUK=Gm7j;6yoQgc#WZBwOL zjH9hSpAw8aix#@JI}}ju0{OXv`SHc32TImhdJ`pStyB0c)b%cCZK3{)CNIj9$dy4- zLUYC3Rsg~N*k+B-hL}-JP+R$3FpT$afM6Y2$)-VA$WJrVA9@E81{v+mg`q)R=oDDp zp)kY0Hy2{d^3KE>xm7<>&)7bQm(eLPetq2p=Biy^&)3YJt?eJ<0x9|KTSy?6XzgtHH~ zo6}6_!V8~~!8MX#rFgvp)B%0Hj|0Y`Q5~=u-dXZz9`g%yQK7PUmfObd%aVK=4MV`r z6iRPusJdX=SE5!Lv4GF|f}W?nP($S5E{CA^Wku)zSsfKgtD_qE;#bJ)F!>|O5wdDg zMVt!R&npXKZ46H*8$GARCo31cQ1v0>EidBsd7;CnR^R)Ux^M%3xetAS$K~=o+<43g zvulWL2#QbN$u^4+XFi-d5Y2W6KH^Z7_Xw-q)55O&6{9kO+wJMlif7l|yWh8g7A{fH^N=fpvr zq|e{X_TPfG`vxWPpz>o%`%V}Xr0rAw*AM=(=l-wPGbcS`r>Id>c{y>e9KU9mIAPK` z=-!o8x%~B}>H#_3Tl)n1ZpE-2bmss3*1r|uKX7wJco=H0ICXbahK^6w-bWhP#cv;z zhPdpNBYx)zvw;DChu$v->azPu;eEY9CrHf(Un9+YCxTm2OAg5#zH-VKHz=cX<5n%~ zBkduc0LFF{yLB#um732@t4m&LVI) zoW}9z0{c+F!0D`BE3|E0sHX`>UN86?%WcsI9Ff~tR$7k(o!lig&XC{Sq1H92%b!{T zy7G zHARi>7Wh5d*SdFC`+5y<^+K-%v6jE@EHdV5#-FWxeVan^0zT2x*64tkX-tpN6(no9 zKq7{cXRiYM)|200HXLacU)S{-JcVceom1>Ias1gNtOa62;|(FH)oL#@cK59**w(Hb(zAb1NpVdNL48{GQ`c-GeW1jt zO&`hlVx@bX9hcNPF;Wk}l3Ke&*yl!hJ@uB_I#-^c^@=JW)K1E)59E;G2=>RAFsK%X0a7-zGlPYBg+`{NUeqLLkz{89Mgh4}b7ksqVf4VHs zEY%HYjX{dLRK*AFSGRkZuQQ!xF&$3m>N@UJvyD-t0K3|W8_K5F+LUbGap0z6`FiTo zWLt^s*QCByJZCB9L^ZG2`I;p@XmLECD3h`^!xk!7?Ix&UcNs(BmV}J$73)svcZem@48bT7YaRHd%{u-y0UhP7nFZ1V4M8OG|G!r&ou+!)MiEjdm;f^2N5$rd?@-I z=76#VK*Gh8ckpKo;qQ5#jBHjP>It;q}24J zngb}|OjL=Z1H}XWCaUp6gh&t~O9SyRCSqfWvN(t;9HR=*?W9ID6S6;nX%cHdR)y6E z7E|v`5aMbr9d#1Zwo3?Hxd79AmjMLTBz+TuB(!d}j4Tkj)S?@c#n7bd0hI%r@qf1W z|0w7`zc{5PJ!7M&vF568_qUD4uZ_H@;Ck7`)?=E95?=>;*6-$JLDBkM8Evgsi7(M! zYDO`S{p>{EAHaqH>E9FIku@QXfj6{-I>Y={I^pwxS zbA!gcN+l@AYX-744^3s;&dO2&X>EccUwQcGkNh?Vq?+E?4~S&SoW-?L=k&xW>=frm2b zwVT6~xvqwBvH=_PB46}$8_At6BN^2kyK{o@Ex+rn@^f|Oo#VzzKwW0-*#;sowQjww>@7-%NifeH&R=+L6qEV%x#>y2 zZ>B+Gq$zgJ#5j{wbm#M%Uvyo)@G$3t;tnPDu&Wbcp2ESj$VT4P*O!y&-`Xp0Z3CkB zD={H1D`!I0`sFc)T<6`cVcwC$!0X&s`F#cEHll7xQ&+yH=%wk#5A$~oO^uq5tj6Aw z7~3m;xQ@HGT?iU*B#^?7+$ z49G2aWHt6Z?cIGL=5aE!h%W-=e6ih{ zl*#}NqeSoentdjx8s$Z{yb!Sx+5KBSX2x*l1vy$$%}-1;V~`a58^8F6y3xA5+Ku90 zlYGlIN%7&72?g&RKJvEi$0G%%z;HfB$+%^#Atb1S(CWx?kNIP>q{6dx`P@bH(=X=o zE>txmrTC6)y_N)_dAZ|$N|vEk+oR5Yf46C+S8{&p1wHuwpZeFoVg~=G#3D7i=ZxUC zw&{ms?W58j&Y0eC*#Htqr&Zuqwxjz@e$YzyB(p?r%jn*^7C70OlCC?b9(~(2%y@U+ zq3aqPKd8GmhHrl-8m%DK#~H4;o+J@&VcljY|WBE)C7t>ESbR>VW$pF+XzpqyqgjpeMJ%K@cxB+ccH1U77x2o#Nq9@wM5f zAGomMiWF(Mz#7)GJLVqwKc?qK?0Y4Cckk@N{8N8m!*2G@KVYR6l)G$Q+@E~-&@Zn4uZm;9HvDcx0wEQ*l|^D# zOV03Tl-!roa1cT1Qnt*JT_%%9s)s;n+z*(Q8v*9Oqhn+o-nYTop^(T%2YizC*w*yF z*!C}!8Z5K+tRh7v8~J-Ehw(|zaSq@^JqwPkmPay`{5EXuX`*Okg6wf|jP>F={ov&m z8ZdAzvh~M$P_r~M8V#=WPnUjb6ZqpAMYs6O>FoLMpYtsa$RE9SUS;)mg*$@O;PUs+ z<*V0j=ykH#AK4TmljK$G<@U}D z9d$Mc0*x|3mc?Ht@>%ccSNcHyK~)a*Ji8ZuN7v>{8qpNtksh^EtVTP5||0V()_!CZ=gV&Gfqq zq7TO(XQYR8H2m@iyQ?8886^NWh8O&{?$J)40pQ9}MO$&c?7b9L%6A1Utk#_ngGtOn zp3~67V;&ai!qIm<2RNZGK<|tD&K6i-ftQZQ-8=_*eB=FMf_7t=XTf*nYu1zKK86+N zLqs7R*QMKkPW>OZ)K0;Z0ujMH#Y5K>+P}PZ`JmZz4%}^bpV3je|0cVXu5_)oK9zyP zY6091`DJ5BRS>3fb6Su^+qV}yQlfSnE&>;=iH*qIh{{ViW<25ml?uQ-I0r!NH>SFt7i}Qqu$)Y zNNxM4&bhKvIJyxeX8lNW00nqFXezQRt(#l51VFnRl=H)YPp@qjz-JKUMSgsA4NG=+%}-UQ_K)c79iFoh7thH<;b%b?erxtAGw3sy@CHmkL%a&XDdXAeYcv_5oB`}v9c$BA`n;7GT4qP@fbO(H){ZR*#L2K=Pr z9yn)NbD^oF!#CE~l;udB`lsdJ1*97@rN^cR{&9;yL7deWnuX-{^rXWsZ#QYW@XKm` zrgLO>;xR?>gk4&#dgl`&X0fzhp%JZ3E-(n}h3|En6HV12#NFHZ3vuY8g*`)`PW~i5 zdsq6J`r6Zp3=o1E0vWL~qnI6i2XydAre7dhQef;QshF(`T zU%!ZJ1HNfC5=4`O#}L<67#Ub%G$mjXdCLSgCP$Q1v%MO$F!~Yjt1K>n+CxA{nS&qh z*SGBy*>m%~=Q~^|dv>;7lA6Z|^5HmWM3j9R*YRtzqx>Yo8|Eh1HK709BF%sVr^kaF zz=4mw+h6H#OI4_lKX&sO!NP;RfYG_~_O4gUBZZ;PrzggwcZo%f=<(d%|(^*TP|R|R@SjS38pdiv(M9=Ir+_ej+|ID9&V7FXerf95}1LObRZPWg3if_upx_iKFW?+qgG zcN(_W7{^L~olgL=X~h`mK1(UBgD-vN%QlszDcLRhBXYEim2S#bHqLsAf!% zvwZ4pXaLe}chw6HZ-JLIHWp;cR5uRRS_mnlcO8 zvBjw~!fq!5W|NCf2-KfB+fGz-yj-nbxkHr+(r_PT#P7y?b#z0siJD0_i7@~}2hb^T zenjm_0oxpim)A?L){@EXIrVI5q|xvqzC1 zlBHq@D6YLrpd_{4ih-WVh48`QGJtW*8wYS7B#{|*lF)kRNwi(#0P@vvxgVnx&+|jL zO4c_;hCC~bLkm_v{;nr|roKeg2G+t8R8a0Be>y7+f{o+ zFBPtbDH$JqzU4w7$d>IaP(21KcZ-wo1G3TRCZ`ewdH+trrk?GL7POc5B{Ex(X`=#V zub$q|A1Ze*-zuYhm2;5Dd51DrQeMA729co`QYG>3TEamhe!o~>sr5%#;qi}{bh1OL zRBB&ieb8cOyxfVYR%?zLq4+j<5cLygvC<)Z+5&(P`1SpI9b0%49R!Ew0kYCU?r3hj zg9*jFxh4U1I4B;$IM4AUW)6$-NwRZqw5OsYND4n`UEJ_6rNp$pbm6<;xV-s3SzUb3 z7s{!Fo73_h|FF~5PPg8kDD3heg!} zW`Pl$Z;0m>DUlvz19msVnj}?r?vmPkYMlCB-m;J49N^TR@F}*FBn%vC2MWNz#TFej zsN2BlNdDos_eDZOWb;{eUUnxFn8XqW=mG;9$0NsGWlm}aqNJH1r#GrG;0#2ND$=p& zX)GPP^t>T3I@t#Kcoe7{Qx_WSwQo1_!hhz%OTt@Lh^1(0Zs zyhzp&+>IY`M>C^mHl89SslY^vS%@+*+y@&aMzuiD&H<QlV-H>Ihs0m6-(P&D8`3pv-T#D{q#pTIW5 zi)u0CB0}~qe93E=HqM^Yp-vK!3B18hW+;lYsRj-ika&Q-CpyVr1Kl!03(=^IvWflt z;u~sHr3Y{)kqclCr;Gp^H#Qh0bf!+vE0Mhjia?8^98sR#ypxC^BPO*`BNHZSMx^cf zGY*2g#@IF!r))w(cmEfT`Fl~p9ba(?ICy4#MqZlf+0-lVF?!vHBu|>DT)BRzb@&rr zUGv6p#Yd()m>JmhJiT(S_iElA@g(A7ghSN0l*R!xd+O;d|W4S&~JF@(cuTi5=|IAeK0BaerUWtsMNv6 zYeEAuSpJ&?mI>OIMWjQmpKAw$Q|H=jGhrDAdvcC{x%{sl^}w*-9*I!Y_--KDbBPSj zD}~hZ+eBO_^ZuL_hdOaFPiap2(sk3axn$L9z<;0?EUZCB6;&#G8kk zTQ4=4>0fP&Y8TOzmGU?ItRv%Zt@XHUPD39P2e$0-f+CWSZ;!JNe=F0>$lg(B*f5Qoq<=9 zon+#`e7dQ(BBe1(;)w0>%e7I_%Hrke603V!KbFRF!AM8Yl1Spt#D{gf*{d>$YcMTd zFC*N`x?fNTF-_Sx14YjRxTagX2lwE#p_yQ8<@rN7;0G?8(1EJ*T=rCibE*T$(WOJB z!+XX@L^j6CXvduS0UDM+D#lf?l~Kt#M3UPI6y0GE9F7*ah?x*Lc?u9@TjH#y>OVzi0plx9k}~ zcn(|q&)WVE{pS>7iz%QL7+BOldEgDc@G|U?-05;0CMwtRVlAOm-pu7}Mka_Rpf*zvxd{&!De4S|Si%4Q z_jWk_G?HgJ@;5fUIot89SFN6U`I?$X+yaopbx7rOLOUrzFd!KkV@ZRbJ=4=I%6^>snfeD{_ z0psMP??kfc-hqG%Sqv1vaSAc~BVG_$PNP#m^gtlQ22>Z#x-))!9fI;XNeZzxeFf93 zAY$nByi1Zd@Zt|*9TG&absddRw-b4?Uo(%rn+0?;JzAvd1`$V|&s)~J*8R-u^UHJb z?Ef=s_=qj4X8HZTu0Zx5e{&~ktj2dwwYPVM9NL4ej^}9BqxmQ>r;HsH;;=x9@<@#i zIywaP?d}-B@fZ75t3K6^zxvgF>JAX7D2A{`IT#}pOnBGRNlh^p_e5y%vd4SA2iL14 z_f;|Oe0dvI$G%Z%+V0_jyq;njE36|BH$W5bykWULDkBPA?&UR7bufg_YlzwEi$`&T z$F?x^cWWZt!NGnu5Tg%0>iFii2GCTWdg5JHbe&Ednw4+QmZFq2^|egn5U4 z;I*zz@O4Mmd2|lF_NIA317d zo9ke;bf21d#Qf(jz#7Q}`@Q0+m6mbp^tNGtxv*Vfk0#*A*(mf72k}{(b>)cme6UxS zhy)M|ZWWDXNJf3nfEe=twjC|C=l7cAYU2g-aypin_xawKlWxS;vq#>!O;`B@atg>h zMbw_$Ie0ixKq4%Xr+HUtG;lMzOm|e-a5|I1Pr2ec%qNCEv){Ml7mq6FFi=|;$LdoR zHtksgJEVCdJn}To)T?NtSeWQjPS~U9RTrW(M?^bcm4hu1w3VH#(5Z07*X#R%KL~I+ zJz1f(nD9fg6xElswSuJWv^iVP0d6}`P`}^+2Vsm7tSpk+;lUyC1m*bOT#Kg@*evGHdS>|MMsEhs*>-T-(iMR-zXo@x4+;B!O&CpC7V_ zJQ&?5n0Q_zfv$H?Idm^+<6C986@5AzT^Af#4a6FMxJHuYrj6RR-918zyYETD70(wv1{cb;Ih;=g^|xHDnYP9IOF_nz|BXs(KP?FeT-Ofeqt&)WKNOb`gkR z=Bx*6*qEZO`(z9b zuOrqg|3(WiWjn~}ZDPr|7M-?e7j5K~Neb}asJ-IC-`zgTA5B#hZ=TOMM|V~9#WXZw z_v5hiWtr#%rc^Zg8n0N-Kjue^TP?B}lcne1_sY~O)`y7G%Wg}?nZ(O}Ul3wdb-^tyBdyh)bb$$TNITrH73d#zRaIp*!cxyA!C?INwZ2IyZT&Fc1ZlT| z^`=oSWb)-`Q`vGK?IAFi2#_~}F#OqPpZ*jO+H#oH^y1+oCUMb?nBOB73p0mp^p|#< z*ncsJ7rgkPN^|4^$^K4?6ThxFS!FB+-Ee!foq@ISg1WYD*Qo;Y>XTfSq6UA{Ynu-k zZRMs7D;=QX96h3+qbn*UKQ?JT4H}EV!HexAmc}{_~7QY{769ONKG~F^%vA6iF9`5ZbvZ)Q6d}ZgSG|n5WpQpqKb*&IL^F+|0 z#eB@UYnuPrn9aHYlO*nPnrC#Y~&X;?l=5lz5?M44M zb}POF(V+S(T=I;)({x7^_hX@*5`857hhZl%E%JJ;J-1gJ({1RrWCWL(m{+)rLVtt4 zMD?xxbVl)29^#5?uFvOqu{dmphim=A?v~2!iO1ZCUS-usWpd?T&;7N?mSB-h_VH|+ z={(Me7ReOqW%l^M$7c7*f)LVpq-i^c^1-OjgIdTV3vGsu32Tc+eLN>CXo-PxIgcYu zAEyje7E(s^4DRf6HNxsaZ$Bz&BEGt>{@8AmrJT3X6(c*nYoc0{-mW&uLA=G6Oe~-! zx@E6z`#C@educ?%BAV+eHs@a2y>~sjbUJP8TNH=VJRbo;-7NC^Xl6csNg@fZs7w~i zWvHD{{0t&3RG|+{;9bsS)D7ky5;2(2t-UBlwvUUwY1Zjtt2F|f0j8D6><5^wIb7=N zmQTaBhL?3$&nI?0M!m{b6rX^#>jwF6BVqeOY8)_Ooh zL+$dxv2_I-MH#O=1I%wv?t)7^SFerhfY61lm0K=!p;rwF+_%ZS|&~(-AiH7kB#4x;e#n z1COG5(>C6{E`x^KqP8!zuP59cy%sWjF7wzYz1Wh(zF6TQM)#*riCg7Q)+9kV9jNyY zHa;!MXUUX9%0G{h4R}D3GN8*GMBqd%Vv2fXuqK>KsxZgzo>lNkTlI=&OVr_lm9N1H z8BQ1I0)-|q?M;o!H_C%rEnjtJ_+A4by+M(ncRYTnm|MCr8VmoKBgRb;4ELIp6r}DYE`zt8-G%dECv3Q!whUDfp_j4bDpPP!y8Tf9RP>+^$J^`(}f= z!P~1Y)w4WOoczd-^)eG83R9d`*ppxHR+I*>a=?sM=OG$ee(D?ir6^=|ojR|i4^m@+ z0CNG}<63*TE|}&KL~eg_gjup$Z9reDnqwv3g2W|NFzjmu0h#!zVQ+vH*z@IGW#Fv}eZ4U$LF+Mk z*aVQ~b{kazx93i0P!LidfH`GT(zpqZ{s6J zz!|JW+d(?y4{~vFYawu{Yb6Wk$-6=f?S>fxXPRy3*Aa>opdpt7PT~&W(}BtuzM$8O z-VsB^fLUID3aKgOyEL%dJXKchFoMtTus(mYGwpkXWKFKmsT!kalbOZR5^yuVk#E(E z`_OT2d%BidhHij|z6tL)INSj3CCk=M+st7C6Tb{3oThnL){|hYU%BK`_U&$=0Kkc7 zr(6W@szF_>%tsG*2ZF%QyI#fE?BmACI(RRbE3x(a{o>fIMb=gB;WfmElJs^O@N9IM z=lh)pSSy=f|GG|>*KK&NNC7W^(KP&eE<@Wjgg)?D=!#MrV;%ShQO*~X9%${L!n3^U*J>b~#i`8@ZB-|PGP>-YQPdAC)>ZXp&y9&bn(1A~}Zj3klR`9qY(u$dz3u{Mrq50U*o5QZ!OE1%KDK~&51xaAz{o#p70^wtf zdtD=*POIS*6|I>7)wSRJdg}!szugEW%rM_besD)-%!BQafu6%zvj(wbCisQDHu6EN z4O-_oY~D2KFBnpEHI841yY@#|2<52a%1fTjJ*D+I&4&#|aUIO3B+FT1dt8i0_)lxR zl{MnS@g+sGmwF~_%QU6tDU0lJh`HzPJ$b?(E?`?AcjRt!Q`L0w^NNWI2~j=rfQI#E ze_W$VR$Z$E)3+zBQ5;fzNsyOMwndA#t1MO+Oc^j$Fuy16zx;W*oJugdO!A&053Nrt z{20dp>@gNAQ`@FLE^Qr-B!oF_PYH{sQ9y)0@|bH%-0~%G~z7a|NG5 zQH`OCbY1?_H)U0c*=6>D$+CDZn+hIY*j6X3FNxw-{X{6M%dH3E%!1`_*BwKrloVF@ zv9A9{9E6ZM;_d(l?3bJ@K-kH=f0HDiIQFy9wvs|Z-POU9MWWf*6;s`UkrNBg+l>^&}JSPv8r ze3uM(vvc7!Y#mSLyBt)VvSk_8Jy3&uj@}bPQPWd3qvS%=?DG|J-!KrX?0_s5W_l_r z%+59tGvGEW*Pz13x5|6|Gxz0WF9PYYa+~iW_ejF$eY3{|`h&ARA&Tv2OZ`0u70l63 zm0#9Npi-||1RQ*rWnSemeEQ3m$)}Sn@joIv%ZxG(v{_65$G4MyI94tT12uE}@!|3V zJ^Qvn*(~?Wfgho+0E798VayF1zqyQ_LCM_BAOBHp^>Ur`8XnB=FoSM5VQ0kN8l|Y+ z9 z4L9XU`^3#2;D#G7G}5o@iR_EGv-V~Rqp}s~K^_z4(*tMPA7)0^`JVEbq||*>xsu^izh-2{%=0`7QG0h| zMZr)sorCF?fVV68X#N@T=q=s455yvBfg+YS%W{H^t{De*Gw~_3@Qm=<%%1b7{g_mR z%EG@w$Z?HAq}t5KU`UXIi_k(fhD@l|3QPfZI|BojUcJh|Hu>J<@wTDlsz+>()K-So zU{+Z{NozZ$9}J)={XZ_{?k-Y z8(drtHPN|?)|m8LDXlJW;F7e~PrX0#(kylO1>W%4i?xNd~ zhIwu&Gv$jmkM;dQEn&~8o!=2<{Wxj8c<|Af)W>77CUO1qLgs5aZT^oxeDn@#MiMhu zCFK;lcdc3V`#VukL)#-|mLWIo3!l2(k3{RaA6#z`m>KGV5SlpDdDa0T{`^a*pM0O^ zo6WiKq>o|nhVTJSrlZb@ejjd6G;ybN718o0!36O|N6a3OydRv(=YGv5T0E!KP0mkV zZ-zlO^F0|5@gcyS?SakMlpt=Nup=MHkUrhOLykjFypN;yUmvhVEWGNWR9WYShv|@3 zh=#IAc4i5n`7$-&iP%q3mzfafR0*i!oXAuURajz~WAdOv80?#N1j69YDn?et8JJue zWP7E+cD;fGAAx^62bM%eOLx`h1%PFzTU%1)5Cw=^-gAS%(z%9&Uq%Kpj_pq;$2;?h z;22v9Ix1UWx4gT=jRyi*8YnVk5ie589QY2#EYp%sPL+5K5yFvLNYN^=dvQp#Tejf( zqsqSif`ip@i8WusvJA4+F0cf3vZ?SW-S}F>D@@)hw{<7`y z@=0JFojb2tpF&DH8DRZbZL4ZLWDRdePHEa za9Hz;LVkOt+TANa^&`TUSo%+z_!cM+NzuNtQRLrRIR&)nO;IVFv7^TGYpNI?`Ex*M zhS1SBp&sA;Ujh3SSN(0f_J3>VeqQN3$>QobjNZZZxiZT`ZPE-Fwb`91iwLFe+|V=P zDpZxy)eHqu#!E3Tb?{HoYJDd+jHb2nd`9RY^4)S3DyFBjEGK)UDN)&Sv?O{Ubx4u| zW-sx&=?c;rhtR-PXHsn0qC%T(j*Y7U>g^aMMa76^rkglHbsdclM) zRsXk4oMFo}@4M=>3+H%T8eSak6?uqj+Q-{z)R-a+EUT__DtkztFq)zgy;nMq6tpEt zK6!@KunBevAcLMJ$^bjv_re#Wy0zfZ!iS}88_Cxvdj`itd!?>-tOB0yMH&d0kFH7B zpE0y}?Mt0Idjx)H%}n%>`>}tO5!`#rL`XRM7*>>Node(OrzdC9zu#uR!g&()8g+}? z)ilWAq`{dpp{#k&Q~&6MsM|8t8eMj#{wh`K&|;1e04+qo`od_DQ{ zQi&V!FK*esuy`!y)vYaU#fa_PG!O@On+|GYhQ2m-R$gvI4B9GO3^6&%sus*KpR@JG zXa}EpMav&g?OkYTrCCwb&pzIZNFHE==*1pAa z$|(@BK9`21LzX*$V9c2@(g`s?0p^=jY_F#ciD?s}^_;bdmmNNHK!AQcKOA!4bki^W zd*}hNN$mS|IoJ{zKExR8K{T>Eqz->>HDbjRconP3oLi_bzO=3G9a$wSjJ@VQqfL`Dt^e<{9U#RWc%jc0tZ*Ae>lYESij#2h3(ZA=)6YR2R?*g^m;{$g1;{nIJ{|P7l#U=SAjy$d4DwJrh|2QBg z6PvWHoR|3!_q;4d;}A9S#p;%f<)<6eE}i6`n`g~_9sJH@56011UXMk~RQZQ{!EW*t z)KGG1vWHN^3`{!@*#QjUBYAMlqmD+kDY4;}IjsZufX0s^=5T{y*hF|yY+H=q27thb zP2K2%*ST?q$jB*!RS@V+FU{VrCo-2#T@I;dc9tgx1)+gbH7U3OvJE{rlBz<)e5%L)DJ0vMs z)?K?M0UpG){E-COW=Lgj1b@E*sf^8!J&<59N#=*KBp0+4&yWfgiclQl=`SIp_Z-Y? z3dwqfWG+^+4cJLuIjM7=C}ZN7!jPF{|K@ISy<_<~CF)I^i@JxgrueX-9vkVx_&A$n z=idn!JbDA~2-n zK%4(??_PX$^V$Jg2-8(3)r%k7&{{49q_b#GeVfE+8=NcE#6REOzx~!%2FViV-i0<< zrqy_)`t{Zg5m#b! z&R%(n#WlVu`ML4(&Y(7G$-Ls#wyVH3~f00A&-LUj~hen#`jG?L7yuGD25=wAYK#dk%Q|J*E-zpZ@eYG58PlilrT)_jsL zd^lA31Z_^=9DC)OV9nd0s@=IE@su5fNBD0p084kw3F0h>e`anxpk8MM7Z+A!yAIhZs z`oOUDeOznI@s`Ne_`>QV^B208+c={}^}R&a;u}4Jg8rUxmavu3$Hb?l_metbrMZJ( zj7^Xwj`Wh?4^8ZQ@YVvcH=Mqm@R22;S^ZF??&0QHxP9c-Y$ z=j&S{1{+2jyH>v%y&$S`DX*99lr_Q3+1=)n($o8oT8j2A^bP!Canh52Tsn}@9Sy!@ zE8XNTvu_{!wkxfP3xBsn0(U<_fC7_=Am4h-XQ(VQksG-f#RT9Yhscp}NA3PE)2jLL z?-$Hws>}`X#6?-sLyvpAgF-v^&R;-Cl9?u-gfNGSLdFf_8(@CtPd>96`_h2bcYj(j zJ8`G?(Cau=(g*v=%1)0Nzt0~79Dy;n#&Pvad8?TqYRBFBZK0zVy$-MS*8ax*Re;n* z?_3Zvl`S1LS!+%F{r#W~LnJzG!gXqU&sP_*t;JmYn^^p@=1=w+U&$Ib_wU?oH3@Po z@w63aXMl8J5XD^m0vUU0cQJa*e0I>UHDO^4ZNE}=E?vP;!a@8>wW?QE$wCoYNgACZ zu_pKu4Vs^-Q@45%>vBZQf@swCiey9lifr9PfD&+sr7a?4&h2(sf{qk8D1$4^E`i}h zo60R5*5K+nJYf0n5H5VcuT$eDFWmEEhwrTdc5VwW}PY()UI(8l)IPTs)3 zwPw9nwBH`~!X(2-8G*}=Z@**&BVO=GGlmy3AZv??-dh>i|G>tDxBdv&zr67&X$7hA z(8^Z@jF@RDKc}LPiV=V+*o#H%3)c>J@pMYlO zGX`;HD`tM|pwViF)C^L4`92v19HryI5@1EZfG&LP|vDdbhkR zgrHWCjeS5YSB##gyz53hlna5REx{&W%F;A`z5+tG!0Dj`SEtPlex`K*7W_2zy%%KVG_%b9=R@V z*zrNlfKPIx?1lS#AAWlwFe5I)aQg0nKd;@1?+>r)CjzcM0+(M~+SCzU1W zMaV&|bELm)T0T%2!Sr+f{BiVyD^b6OBflz%Mbi*llm*iR=7^6;=i)K&zNpMgvC-E# zSmYU%q?@;uU~Oa>+7xM%v!K*KgPb{y3A-{Inrd$y9Rr1p={?O5QopEvnj^f-7h6S3 z#j~rYi-xS3vm@X|#?Is7D26sj_S0`HfbDmsP(}gM9ubkrjaM3u;jO;2a~9}ZRk$Qi zFkI*zPu*@|F`J6`_fSFOd3(YgcFrPI?$VIw)!>L;O9usNwKMO=TJRoXyr;kT5-ZYJX4@A? zw-qrXH`o3B**#;STa0#txI;=ktnwmvgB;Q6ns)kyUs`+~!xEbsOvWur_AsnHzG`&q zM*@73KlU*%GxLD#uTNyg^~w3!n{u12+l`-}W&6a!n-r*1)*!=obk!I+5S=pi7HlsR z^t+Ginb~n+UxudlAbKGtb#IXRRJbaQMO4Fef^C)?&s+gjL4Cd2fTd%R@l@CS@^^{$ zWEtAhYY8TfD@W)6FznCJ8adHlT)&(*TD>F?TZOH=O00D*_Fd2OL2VwH2XRjl4GCcn z3TPVd<_%69)q1+^#@x4X(hYWtae`?Pdf*}X69QY)648M_-r72{I2a#bc%7e-U1h?J z^35eVEP=`(J?!qiHjk14*v~r(_+>69#1lHA<5QK#=NUH0=S-P3sazS@Oa~0>n+!`I zOZckN$5A1hf^jK9la= z*!$vWojOHspxoJ*`wX|nyK*GO?~cGgRNRZ}oWPdwq%TCV9cjHi z`oG)6{8bSyw1Hjw2JF-4Zm2&h)8e(iURo5IQk~Po2Ybuns$w2U*gc0A$2ZRtHL%| zl@@u7;52OzT4HKW55m;b4I3q?um zI3Xfyy`9@{AF^{>$|oyzxBw;g#nqnidK(JM5td_9nOALBan&3rQY~s5JXwQux1Z8k zm^f}eO**V7=mV*@Pp;~?IJiXRvtBj*WZ5M%Vpf11l7wC@1x^A!IZTlvR1PV-YjY)g zX`#!;rXTz+d=79>Su<>c$mBc^L)~fq>7sCf)-Cd}EC)?v56s=}Ykul`P|vG`yIU9+ zeUT+F-L4s9UZ_&MqdXHh+yVuSYVy6io9 zB=R!kW@iZL;Mh)3df*1U1!aAHX*8)E{D{0^C$6wkqURg^zt zGSe@Ev_G@Zn>W0ub!q`5x8 zyKfI2kX9h_QhDjWz1`j~n7CP%p5ePPqLa+&DJwFav90Q{3AO(xKmFBj>xyr!^8M=-XG)3KSZj6o-cs?98bi`kQm2Vd5`Ug8}7hEc=7Kzk-L*?<%UFt}|ZjNJwa02D0 zEa3`PpoFoqA)b(iIM$it>~!5kM@DxMg(N&%R3{h|p=6vtsfe7ycycj@9+=s_;!In6 zn}GGG^5VUKx3MKX~D zBwiN{e{bn>QiSOyCkWtJEr{TNpe*s^_gQ!Nj~YqXrBV}%%`1!abIO-#Dt4-)JQXc? z*a(d%T&VEW*#Vx&yVRK-@uOB=YnCgJ%TbVtdM>sn*vfN9H-jJaZx=$SObu6nlZ4MrtvSVH{i z(=h;*P7m;!yYcg@3$P29WWWI8oV7!ZTM|?f6=H8d<;$|mUfG6M7S|Ax*4$8`+)sau zSD2wn1f6LZm_J@Uy*;Vm3MME%zJSa^ndn`L@ke7~icF>7 zelHrAxBoz^%jvkBR^(xc-`}}9^XUod)KE~c9dM$EPqKM7^}yvH9xkI{rl;y%;7BIH9jGpvR|(DwA|jb z_0op5el9(iya`7c3MgO7{;;5JKJRb1EuO?+8#9v#0-V7_jb~dATa`86-oDmf!&knv z-w-Qz;Uki|`TM3>y{-VeSr^!}FociBXpA%vgw1@Q;Ci|j&XrPd8?l4zy=8g;pOG%- z!Dn85&GC@st9u&?{Sf7h@{OMdYk&`9l)arR4?T4Nb|Ps0b{7Xpg%=Tyi=O)!IB9(- zh&>k(ewW&`{M@7ED+9yP4Qv10j@hU&wC~gq>|*;O9znat_rUL*48FqHu$2lW<-T&T zuCvcRm+th=>>}c&3pjaN4=}q>76Qw= zIb~YHi;xPKb>7^>X+_L(nIb^K7oY%B>)jWYxeQ>;R4)w}xty+`C$5?9g({GFDN}6K z^{vqgRZn-{2wMAsuik9n^Vr2#k`VK8XCD+WZQ&JrYoBBPX7={P$&z#l(^A5Svgfz3 znrAC1CklRnC9O2!N;BG0QZw24~5i(-11+8eW@k+5Z* z$#C#3T=P_{i8HIS_#jwx$Z8m31!rN7r+xQ>FP((St()mKad8MMqI9$`CLI*zHElfm zS!`Irj}(#~j13f=1)qXa z;J_+K8r>?8G4JlN3dwecN`5Q9u(_2u^*q@wqEmv`O#89}64g>(?~tfsn|#mRdh>4l z!jw7$$eaT)T#ba?Yd@b~Dom$8ASU@EI~fn}#dUkNZ>))wXS_XxX+*Fd-tWw;E&TA9 zZ3JtyKznbr@C8%8DX1Up?-ncU#GGAquOl19-4v(V#`NlmxXbXO7AR`g2cCyAthLr* z5v#x=77ZgH3EHOogouyY6J=UoJD&{$diI5jl=7zf#A%=@YYZcXXP@==Hcd$AWh&(% zh6(YfhB}s|Z5HbmzBGg0Dh^8GoghGtlPj-vDLRaDHu7=^kIwtC^IX5I9E+6o*0q<< zDl&z(#NGhbG7>7Raxzfid#)42#Sr_qb636 zXfk9M=YH?3KK@*?xg}!!@w!|*Jl0G_5afKu=5uis0FVCqf$qFE!AYfYT>L2&7_#<6 zp0TwhRs-giEn0@=ru!5J<}BC&xy%@q*FRdRdn0e|%hp7FP%>pP@{TD17D`{mVx zDqf>etlyeeHjLT~tQjd^@P@~4bb#eJ-W8xxe?N~?Wqc=4zo@mx0Hc&vvP41Ft+hzlC77=0cE%J%$KS|8l-Vg66Ef&plxJ7hw@jy$oA|zVC-OE1EgomBLlyAp>P z#cEh@oi*YRP;FWB-hL@C#A{f$oH26HLwBb3a zOVS218QtSMv&NcpcIB&4GU+g}pKjkED<;zTmEvdZOT3!>fhV zBCVc;^DZNaVx~h)Nb_2c*7javcYnQ0r^`^Sco>0Rl{;TQcwk`7F@;|Sv*++b&y~94 zEo@U|U4_A~kj6#4-cRlr0$*-mtJkEv^Z(ylCZtN*~!>>yvVHl zFrwkuKNZ|=L(cxCC!uXX1?MHVGDixj9JkB~-Ny@H8cq)=CQqf&7tw2JWGFoEH_zn%o@JTXQK4fgWyiQ!&&YmNN z!v6Yn=3EsV9S>Qjf1!>u-iA_@({^98`>(Ckx~9!4^K5|EL| z)U?21XPIKgqzXC+diI~p3@6y)(CR-*mJOD(%kSHE!)oW08KFAga!lS}E{%ch!fosG zgqY{vsn9rlXi{IPg**IpDH)tdr+WdCv3voUqAhCKHTT{z#lnXVFzHhymuqza#W}99 zs>=C}RBdHjdz)jne^ja|CgdEF9jwW^rTm#YS6lavA%12gv;8b)36YQqUv_xA(;2?! z37W#rI5FjNnhBl1sYy`W`+}XiA&VR|5wm<3Uy^QyjB5((CxNFEas$&yfPK@YySyM|B^zRrDm3sGE}XknsbP&xcZ@frnOC~m z`bj?Qj4v(D$8d$cdsWOpgs6Rn+XiY*C$ z+>_%ltCU5zjn_eYQ$ddO0W0|VLgv+l;5jfkal zeoJWt10osJ>2^?Kadd$|`T7W$0F1YnM-gCi?=QGK(!GOvvAALCW2XA_9jxE`^md?% z^>;8?em45mE{7{|K%b%dv1Inr00T*JnIlDp6Q+7+Dql%5trJV$49a|`2L48D=zzgs zr9#)#>kkSiL^F#FV@-xK?Czz!TX@5yDkn*S^d#D+DIxBt;>jN( zat2vF0!R5BQa4PH9KgG*(2QEyb`4+j*k;KMn1#s+G~u&}%1|P1i?BNh09}7LA?1_h zMZnGDDK_L(z48pj>ux-p6VFxc7=9=nT<rq$%iQ$}80O<2IG%To>%Fi>}6P z$hYN&vL&&RsruP*QrX4e0lQAPdUec)H2LA78rU=hQzzWA`hG5Re*%v&4je15!u~VdD96W+&3q z7>C$ZBgxZK0Ezw`>P&EE{0k5`k@yclV6b_ncMJbT?7Mn!3$Lc-=q*hFL(cWrWr%;; z0_$q80{J$2VyahLeyjT0r#65o-&G-sG~W{rk&>zKt??`jLO?iK`Y&)CDAhQyy_TLU zFe!OGk_^T-$ZA0N-9)HEmqMWQVjiqEWXGRZ_d;0DM3hD7;y||0B>@a;i3LtP@e0Du z?(^0dqSg4427`_fwyhJZ9{d0?wl2{2Kf_SSBhWZ~ahOTyPdFeCG6hGJ>AwONW=nB* z6_cs7#_NJ; zkYkJ`KK0NCA#ved?4jwDIp?h{kS2c-TG%6bRL_ZeJrS6?y~n3-7v%9oswbFZpEK#;$F z+{7^@-Xhc_O&|MC5=6=|%hYtNYPmVaj7ej;ghG-#1i#+x#FY6#K0C;_O|1n)hOxc?O@0y(oa zjO(h}+)jp9psd~dsyF?d_Qo;gbN(*S)-AoR!7@VxEQZ=$L(O}bs*(7 zfrSSx2}5fw;Q0Knqqhn`an*_gtcvSAoa>(t2mY_ki0$k%-IIA5Ul6NO?@;eR5a)zE zR{$o75Q@}1z%NLZ3fHY_{lMR~gxCcG)8zR0*%!X*WM|87NtmvXabJK097&R~RhHC3 z45d!_JTz)yS{qVGxA`lXxBHJ|{zYPkRuV`oDp@VcFWzY@-`RkigPyw;y0xcQmc4b& zKWPuI1S}1ktV&WZW=tB9fWU4TryFSg`=YBda?^ckH{EB&*B;qlM_^>R_Jt#Xv>nQM z%9`~oc~ccQ;K{u*q{6zEZhtTa>)cHQ5OKu%N)tf~a?d+2tzwXo&1;@am3B6AB=N>p zMXUy*<)-_CB6?W;*BROaa51pA5&Y%kI%xFrBJFplfW{aJF8`8 zg{S`uPyZL5{x3ZJUwHbz@brJ->Hm-5=_t)8&7EsUQOMc-@eLgR3s--VmJEZAt?b{j z?kCkDWVY6@4is3gSd8RGm*Lp=ms?yJk}3S$P&I3zg|5U0Q^Ux z0K-oYeyyC(-(J_wb<2rFkduY2?Vdd#H;dxzB_b)|5jwPU=OYKkx( zhfwpPEbDv#(qJ_v$btLbymB8i-qQ5bdC$6^+$sKl|CsZUA3iQOgx)~utsSS`4Dx{- z=`{bSG2c2LfHF)Fw;cq=p|=OxivM^p*e$&7C)v&Z?;mrFEhCd0$u!IVaP464&oT%A z-o+a0eE@#1-171fDjXoJ3}sMfum153D)C9W$;YzLq%=vJ(@!!aYJZ-T0b=4?8K;gM zeeXSlN$)9N^Ra9E`7^{vZ!YR|@HfRc#V9tP-P6py_6ji^iLYV9gktoBp`$ zoF#Rta-b9n`U~c%h?6Z1EL$f5KPzfQdQ5p)ex?95FR}L+Gfj(JL%@_+ugXEm&{1{H z8!TCmk!pQ$tcmlEt6Uk6DF`$ETm83YFPg=^h~k-yS1mvj=x^ku?>tWTUMOcJ-&q-} z?9LBZQu+SNgSOQ5gOY>4u2O(@2PrZ%qbSG#ty zo!aR9gLG$^@&HfpUsADMR#frj>{Q|NC=U|egB}>To$Nl)Rvn{G<8Yu&OgjsW?^yca zUTnNHhxzzpcxAru^V9`wc?k!7@Sk}v;y$?u@Am3YdID+@(8;t%_EHh$N+$!uH>X2c z>M`%)kG_Ohc2JX70MSkd_n`G2q~SFyho9Kg6xD6M82@P&vZx*OWr<90NOPi-bMnq~ z1HJz)hUHm7AlV-(T1XqNH040cTuN((s%qSKD~iA}ytX5I!?(4oc6Ec4%U;x|z=80o zD4!lN1^!Jq$j7Q|(w%)WpsFHzx+xzoq|M*Ov{|9sZsjTA47s_uw0N&a@8lm1-5S;n zmyj-PWsaZ!pc;PTSyIEi$K_B@xSCN7rzAurc$VwSD0^@L)U&J^)v^NBrdFiHCF6x> z<8j!8BbF&pA}_xnBT%2GN~kPHe?wh z1|J#hEaOKtZ^vASe*}n>{6a$qn`Db-R_gNtXJDi>A^tUp?{ZN=d$}nMR-bHlI^9Z(Id{S;Ub@TDHW z?!CR>IR_(*vg|xFUrd2AknN$N+Hd?=lQE8 zw3M@LM%N*um1_m986s9&OM@*&I(NEuip&z5oI{???v02cIEdyGzhq!(FBBJ+4m+c} z4Tkf1cnBGGI{C_l0)=zDbj_rAy>Fbj6OSXC04|J~HZ!E!jO-OE&n6S3aZ6BFy88;j z!YI;_=Bi)6*I&r^b?75feujF8AWLDWK`}<&PdP%HXS}~JM8{W_UGO}T5v#i+4+@t?i#xF4{s%`dH`X_{lmb=`Bt`Y z^3JHGsB0=K|HPeNzC8L7nqHmIO1;(9l-R+fvUqTD%LVTQ=<>yTw>MSsdJ(JAZXT6B zlj=c$>Z1LieuhbW$acATgH&v8P9Q#tpd4fDr6Ij(Ld<7^5Y?6MOO9f)PBOtV$9XOf^*?Lcje z{)BAE*ZdiErG40W%TKG>Hwf(wXPR`Z`{Qh9C58{}qj!v@PIIk>J#FRjpR4uwlE@Qq zOYfiaH7=+E%Hem94?d5V$VDN_BvklCyoM@1t^TKz-P10$&JsHo^JQqg+gDz@-TB87 ztdx8QE~mEZxgp1@Z9f2MzSO)hLi$`x@C70r$~?y>jaB#1Yma`? zimfWZreMY!391QlHY!ZuhnzpcyrKYT`mo*bv&BX`EoZyJae%8%tLqdyVV!&#Nfj2& z12jtIv-9M+EzyB>*F43LB^*P~ z$BxqTXeD^Y35mw~0e%!o$E@bd@3HbTy}x{z?j)Fv4_C((x@7Dh;EOdWc(#1zR<2#w zIVc4a^Q8-I4GgIU&CZOB{n)v9yh@47M@+#4#Zz;@ScEJpla2~ESmCUuuhf@$r8S-5 z$Pl447bR(07-5mI(Rlgb-(#cm_t+Ew3!Wvk4FSg&XP%@LyDsV%shep`w#7rGS?>Qi7K8O zd7?uwtdpe13w_HtPuCxMvfQlkvNVuHey}_!y0TGlAN}KMwj7~-;sz~YmL(E9KCin( zD3KAz*#wj@;cjDpGW}T&8iU3-fUtnbwT2fxQ|bdk7(@; zCns90x*DbiixoOMj^(NH-xuz8Y2R@Rg2bWC&dA6$AK=VKzmB(}WJy$-&6wcM8e$_f z3uHQZ7`OPb^gx{USvaFoPeMMfrzmUZac5uP)3o6krZS)&CbKLWq)XGM17VN+OoD1? zhicY~s0*kACe4^LE0@h|>`PvMAT{va zxc+4iqzmI48a+Ozy8!)%P?#;QvBy+Ija_rMJ@4jk+JWk)0Fn+Zp^w z(dYt|X7zAs;;(O9?D<$y#f=ZaRey5@Hwi*a0p)_IH(*t<4ymqZcW|gBig)4{0lmBdr1V1}<)qtb!l4OI* zY+fm4IK1gBJB}x|Ao{Q2^r7cr%sGuJK=qUR$sH$N27wJfs&TTiqIrdN0!+q@t~;!h zE7?-dum0RiSG$iwCU8}7d%g;Y`odz)uNcaVEZH?rey6GP-<2}(k?`aic=exE-D^m< zpT4uhDYH*2(<}9#wbd?@aCXCIJ3b|TDy?j&B#i#x44!4UC+)t6}tS~EtpUG9AMZ#fnlo^rZaQn0 z{8exNdim13FoK%&jYoX@2|(!v7>g!g4}@7t{Q`>%uAj z0$#dTBN@oEqWk`HZ2rekUE}$G0lXMyQv*AB?Fc*9x$s|i_J0Kl{rArPe5e1v9y6Hf zz+pf8tkA8|1OvVet#&O*vAcLwYCSng6|T(?9mYi;kT3PLwBw-$aqY3XF?h!XsFu;L z9XS_tOQN$Hhm6Yu3TO|0fz6yP9$c0U@cK=$_LqnR`XbL-ljvYP>}UbNHbtndS>{fM z(pwgQ24;(dXN{W+fRbyEB#yScexRX6)DxvU*p6Il={lyW{QxeEW36ePyEab_nj8RL z8W)eX1_{i(`t}T%__fR!HaCtN`?X+EuR1FcdSh<99Q=sFzG>ZjxDiQj1 zr^U?kd59^GX5@|7kVTanu+<-c3#-V#q&3UpyOsVXik;=qKQ|b_U>!1G6eblZxDP6# zdtN;_gDruF9!tM@9ERToO7cWtqj283pWt#&4!E$#gmRY1%Z)g@R!>_2v!!ltB@n8( zfR609Q09RhaF}kJfTf-coJ7yA#TT{*e$ufHzm+HDZu8xuS;t|1K8juP^^z_oZVI&- z;fl9DRIU-pXwrc;apZxO$?hjM4Qhdjnz?@0bp1!VJz@Kefe@(8Ti11LLRc}T!FZ%; zXtQBOQFG3v*4@nqxS`n z^)pS3_6aYI0fE}-Fb*Ow<8B0&vud^z&REj)*4kst)0*9jT^dP@_A9%1Ghy@W=MkoO zOOT6v_E!A>TyakC2Sk@{_1Wl#Gu{`YX8>L77c;`qL63Adqk5UGRN@W~S(1O~+0)eG zW{NGjaWX%WiJEz0f_2O_4Zw=qQVCDLUXCBT?Ul5a!t2!spy`!tRtistm-5c2&@A3@ zv}D6a)VAK^ZxB>1d9%uhw4~NhT<`_PR5Pq0PJRLO9bC$O9q}N6C~KCud=VE5U9!Bc zyOC3G`hmtw2X_FNI5X{r##~d-{Uf~E%(yC^jhL%9jvJqI|05rW2pEL;Jvpa&Ko$DP z%!kjV;On7#>SVmJm4`MarwAAyRn;nsUm1+gc{?N^O;FRf7nh>i$6Aty?XKoW1>|_S zresc#PzunJZtfI}Om@-Y*+t`kscpAGBi-4KPr^V)DtB8xH>c_mQBq=H zffF-rAz{><82>J})@+-p_AUnlt`yT{Fi%cI^7t<&hYB^uR+=Y!9nq8|O=z>hqiBAd zvnOLqdgY7n0e}`4xmc-5#hPgA^rTdv{HChM_0cQkmt0S06ZEs1W9BY66b?U-wvU{w za27<34X2_qs)rQa`sBI?fUHqXTfXHVPrEaTqdBAB#*B!tdKi2bM-x?yu*n$jxlA6< zYxoh@izLb|ZE?mpy|G$ZZb3q_+?)S#9{&}_s4W~jpRXylQHtrd#v#UP)UnkmXuIv@ z3yp}zi`ZISI$Lb;QCP9ri>_K_?fR^NHD=WAB11>CcZ#NqD}LdNzpm@jR05Z?xLy1} z&2@JJQ`Xy^*ZoVA^wNL6VbUEbJ02SBRW3Bxmymz&Mp5Ff-IgDsVPs~n3DqE?ZcjKaDjWwT}SpT>PDKS2VXe`7tRM2T_)U^DD zJdJT+R#Lgi$2#c2NWJPuj6i*%&XP*!U&(j7eg=k<}My+Xmg&F@#{ z5S^-{*>yuHtyNtR!2wE?LN+PKbV7$(jrXu^yhyG~X&onVC?;$dyKJECvFNMI-xbwY z`Ngk!WcHLbl@p(E?Ps$VKgIs+M1!rF+YqF#MZ3d&^FB9qfahGp??>w1>@g7&u++eY z?r6u~!-%XT>Ha+(**Y_v&|CpJNk?Cmj8N-ZjEb1*wr!CVc=nGR8~NwaGLG-i56O9U z8K**ieLOrs5H%s-qfjXwf%)np&rrB=5{yV(UofUBiw^3LwLTX1*7r)rnvnG%@oDXa zPH-pUwoi}@e8fI2gFA@h_!%93Bg>Kz!MQ2Niqhp`X@7Cu*SMl3iCSFQgSxt^BN@MM zUKU(Xf1uyh?+I)Xs)&k6*jM6AQ%RT}6IVELcpw5}WM30d0CFtJryMgziBsg^=xKG= zCi`w8(^TlTS%Lbsp5q!jJcrnM{=1+U`Vf9*22Za~H57Z*t}z54ydv*KTr?PWJa9}X zvTNv#oN&oys5`2?=|O_qz3(nk`*r#20TuO6PPMxF3^0`%h2Diz)}0H`aJhOJTy`20 z2+!T|t6gL-IMbs&ML;oUZBGM@MgbmS`sJT-7C^ZD$#!HXOY6d2`7362FYyif3W*W_34ee?vaSTPWsR|`_cC*v$i$kTC+1U=t}G&ut>d!hLLE2Kaer(URX|Y zDC(xbLC3hBr+_Lcc3(29@hN0I3Xm4)b*}#~3pshKAmiB_>Vct^REWR>N1PH^7kFvw z3fDPNQI`yh>)7?Y&pz*x#;MvC&y`YvT^a3JvAYD{7o4#5qxMQcAmdfk%R={Fsua$9 zGW$K#5?jmrdLY%wEPYSE{>8C}1*ZyOOTfkJor}-H2!?;2Ci59~Z<>u7)NkckR$|2Z z=i;X#o8VNr&BXY|y3$3k+N#!JCm)KbaGM54q=iu1T5r3I9l9#zZw-WKDS7k9^U7vz zCnVHGQwoK74ZWcei4do}=atLKDR;zP<>f@@O|f+n$E8~zCR_r)sh=k~)yZ07R-j28 zJjP}=Z?cN?glr~<^tuR$3#b?llOmL-zU_izUr*7s%TVwN+E7Jh<)^w3%Gq+LdNS)_ zCi&nx1?B40pg`8}jU)04Lv;YtB}Viu=G3@9%iOQJx_JH<)2+;2^l}4c`xUghn$o` zNz$NE*_xY{&w2j%{a3vz=Hvcc_jO(G4fL;{pw7XYp6V>7KfnTFt_5~6x~zX>^jpR||7q?h-B#}1wp=m{BBpkF$KA;`AxG?}a+X}f;enR(;4q#f9I*$fYuSa^M zb)Dq{M+E&NF@W*@T9XL?*6on{3;y>Am-U}lYnOkAasS3d02e`gTr==nE9Ug#fE}ce zGyUk|UGoD+#F{~#oM$~8c;g7AUBc%1n*L@*N$;A>XfH8%c-G=+VkH)DUl9WOUwKk> zJfC4DufiRa71U$KJb~dVVz4NW`nFf6dIBg40bN@v%yOQr6Si`#52GyLf{SJZ$k(3Q zm+Ex@<(yGEEX}!SeDimL&a$0T=5`H8VQh2RPwU#U{!{Dlox7}Ee*eEe`JPVk^(>Rp z0;P`q`e^1Kr{e66hlgBCSp|q?=;XN!6ZHV0rIN7Wwznt0xa71Ae_c|ciW}{*)4cBS zpJhS56$8ZMgJh3`W_78&mv-*RV#m`GA^Vs@z}Y;DE5CFYLGf{_`4u(uday6M2a3HFcliKS)FYiTzcBzy_KnDTqs+x_ zz22@?)D(TKI@=2O0!_9AvuMyV$P+965CgzQ|IFEy!tf%uNh%jNK=Iw2hcS=}X7 zPjGASBRWJY+(!W|8~v@e1dgS)$XpzXWtQpk$=gHs1HA6`$X^n`kqGv>XP8q+^ooRc zemo`-SNgSwsUQG2E#*cL`=H_w^JPZ@_S-StQa@eT=$Hi`D4$Psuvjkh*suLls(e%5 z_p~ynhCz)6Mbz_$61i045VPSSW-hzR^TUp1-$MbZ9CLciByMR~^OT>bUM48NHyTSP zmRQ&SUK)?}%g&ujv_~<7157Jp5b1xCoYD;{Jo44`JDhi4Uz+&bO^d$RWy=Hfi0t;C zBR2^r7bJeWf;)WboWZ+Zfaf2Vx(z+isonKw>L0n$7QwF!LM@ujh|mxE0r%i-irZV zKt2O6Z8BP5KPDO_Vn3DiL)LJ+ca^L#W$5~Q2tcKxb7!E#OxkXLFmb_gj{iz4WXVt| z;1>F^pd~(yNM%(*%oe`2v5P`!$MLC$?ofrYcr1JV@T@MrhM#a1bP<$s%x=N+s$vHo zTjn1A^#Y;Q0O-P}qQ+N^r{YEjC5`qGPKbDaIr(<1by{^JeLOun9%aZi#$ zqt`|{*Le7taWcye$thn?uSVHYXhkV@WTEiB+7%a6TO$mt3Uh*et@P$QZ^FB{4*7U) zZ+UB^z|$BTj85zE9kOXPGC{sGP|9bky=__OcRtRRmg9_(+3xd)CV$+lDr62VY+e5A z;o0mm4;|VisNlCvu6@1$d3}2%@R)EwpFLEOHh|oqKL!KE?ne@!xxII@;}oc;H!0Yq z;y8#m#R95LP;tsyF;>e5y+}85rp`vtJn9I#gHX`X4;_9awNDDjO@`*O9&OI0DxM$@ z_ey%b_aVuA9sr8UR#asRJwJ`FlFOV&?E>5mpJBHe((Go)-&U1Eu^pJ*q;d^DsY{+w z$0a^^o>6@0k9*qa;4=(5B*24R=M7UFDxPmqJtslRt*kKC^(g{z~Q`KJ7Xo zpsfVzQv1@BQ0RFI^+L(WJSgxjKm#Nvq)l^e6#i;gWc3@WY<mk7y?#mTk>+a}}Vcnzn{uxk|TILo>XRBTdk=gyFH3+d?m{O@h(5(hV@Dlq`WxF8f$1vpp2Kqh)C^ z0kb=Cc!T0|QZUq#Ku6K<8@bH%1s?5~UGtr>?&UR>9RMEU?tJ_Jksd8z)KX5SW%O8S zM`#jw?Yre5E>m$Hs-1QqW6GQZK++k$*&|BYFTHzjA$}BJr0!jlm`9uZ-Ed{EnRxIc z6Q53LA0UCC&W!Ufp}}?1T779tTQnjvH>>*dC63TkI%FcG#M_VdZs=Mm7e#aJ-|osIOYV{bpA91URH&bV7(bkyb3IUa2xgM8OBJi3a!h6ej;>cO?ECv;M&bTE&8v7@D{*J^_e_WhZI6_+%o zX1B50Xw|BB2U`-VVH3?pli<TYb#bx4w&5`zBG$B=T?o1Pin1D0QIY~5OqJkykqalu%p<^7%7_+ygi z`{VI>B*w|LON(SL+pIz5v^mAd>W6>&UvS`&Xt1XBq>^qK7hXh>C1J&5-b|D)+6m$O4(7?Mu}72+V8k_6T^!m8TuhnvoY>?JHGXJW zYEy@o6tXO(vJo69@K(*hU()g&zB&?Zv)G5fhLl1!2m71u9g+|g8t%Yu_4^=a`m97r z!HW%yWj6684lQRDe{y9$rzcQLWyNXiDEzDwn>-evHG0B!vl%9b6GyBB?w#R<8lKiyn{Oi3C!n{mn)26 z53I0wxOP;(&xyAqgNlO>^^krB=CENOhg3Vg{=-sX0EAaW$~lBEJsk!13^wfk@Ax`R zK^lF8;#>eyQh;mpp#6Cx%&9A?Fv-pwC2ZHH&?zE~VRfz=1(l4MbY1RrPCXScQC_s< zyX=sufRgbA7Yq>4CJ=i{oPtt-AJFYV=L845(#ZaYoMLc9{dj8Cx2?rMKZN zjs>rdI3R~w@BaPKO?SF&6GcZ>pq2IdQ;fmi>$IPX5Ct5cUa$8VP}l3aHMp&C;brAO zghjMZ^)-3c$++WH1E0^=4(*CdNc)vE(wq6)_$6F*f1Jl1_Ts%-YfEC1jkHELEJDh04+^m67o`B9N~g>MHv)ZsPvX~5kfX`aYh9;WKNsu(P{r zkAIP~q-|{!j}0WUY2zU2=;w@W8mu2dKO^XUE#rLqZIiSm?0#RN%n1jlrA5fG2u(Oh z((Dj!cdg1@=Kruq#4x1^e|1=Nv%7Bp;sX5Nx9=D6{tst|9yCi{AUZYtaDH5n?v@S5 z)L*T7*>_GQ1i)7RVEPg}X+pN`zwKHYfVe!p%Bk@-shA5eBsq8@${EX=DO}fzjF<-u z3>W^~40Encltgcp^OvsJZJxkN3qIiWKUOWm9pNkC^;0V2YWgB#Han~$-8n)f5)2R9 zek-~2i&+U1l5_ZwK7SN#UC+z=5@+bvV8opj)2+L1Sj&0(2$Pu%P*H z>qTPQ1=t%Q<5Mb<+zo~X=Xj1*tmV)DsyqKgozH3=n*&SoXPGVGLdPvI7_QjQX38(< z`U%}_KrR+rz3rKvP0T{FyTZVwl+5_-a{9Yo>#eq;37+XuZ zl{wAWH97JPHoe+%E!*3AJk2ulFRPWpsT4jy2fqvy>4ZEb8qR{vU+871Eo6q!SXa)N zks8RwS^~DXCC{B_Nhd5E^`^Xll{s7Q-=l8d^W=j@LvUFtGo{)T&4-`$AFm&vR!7hm z;OO=+(z=!)Fk4jNzkk60SeA?HZH{t=4vHI#y<&BxWj&tD=w1VyWo0ZPjWP|-OnCvFHB&+}0{cS2)*g;3M;7E)ve&~i|O|^K; z2zb*%!b(E|k$6i7PV?+)R0?mW5@iodHO=|zeecbJUx2Cce`5Rp{`FaL@rcCRAT4%8 zNTiKu&NMA`_01G3-C@#`a+V1!KHZ3oG_z0;@)btD@&5k(C(4QT;ZTvkl=IbIHXx&$ z;C?6&q{YBEz#`8n2i!d#!b!`81YD>jN2?x2d6YOtIudLQN_;+xyAHqrbGlFbYQqPQ zuFRQUU@razNS8@`6~e;Ru?1WSAe4DjUaZXh3r;HMm-tDYgE`fMrSJ=}4&cQSIG@We zV!{T=tlaUYNsV9mAjTqe(ID%(y5{kd@Z1`F_k^e!?}$=7U^Ml`++e}d4$w3`^&b8g z+wq^jy?$MG@46D{S0$>|rf1n>&YN;6wlBMGt+!m2!Xud9q6%q;0=@8J$UeJHjo}b) z!^o}&srG7$HZH=T)O{f>gN@^L0r_ge&B%FKil2Nsy}R3PeNx99mT9Vt z>rlH8<*@^SX7-G@C{Y2m@e2zecTO3N&z$;kYt|V8tI<=Ou@P^vZS+;ZP2ElbjXq~3 z6ESsi4)^7an3I&NH8N$dXq>R{SS08&3J{7)J>BZ@K(7E*OC({7Tw{$#1+qbr-dUTc4G}%H)hDr3K=J z%v*=}pr4c@YZJ!cX@0EXwQv8$q5LQOc;{`)S-ZIA?hoiN64gDEhta+Q{VL zPrm+2MIMc0`XI9WC<;2btp~c(`{MPkO@r#LS;bsncXDbW0eqxf1bZ|*s< zBqX>BBmasrM$EJe7o~p=yY#lVOo)+wyDk+?TQ&#_-qz znbhx&tMJ>(C*T7OJ787 zrj5@s>zFsAf@XHw#1DV^>Wt# zcn=-agki8-);2mX7R~>N`qlZ6S4X!3&-Q&7+iO=X`O5c5OlHU) z`Hes{R6H)DB7;U+SHcCB)k5@|3C#cQalof}^UdX%x6$O@(~@!YUM(>)sd4#vch)Ib z@}FNWIjH3;t3pqMg4k%KZ;MikWEo?g9KU%6-~MAjX}gOXvJ z+cW7eWlE|K_J$e)9_JNcPzg*iass`a9Bqw`U#m{Jzhx32P@?I^KNknA_T_eUk9D>Q zeVK(_ioqRwEWTi)Vs$RkA8{Rzp#J?h&g}v0F~MqP-MHkd+*`9iEm8?&R4K8KbK&0d zUK(YJi4J2zUd>7GLFhn1#(1tq|4~nI+W)L;;13P&2_=P-&~qWLHWOtw**fiTd$qBP zbNlE2I5mIuCBb+9`Ui@Nl3|lSo?Q}g`dg#?k2grT)|gVFZi6*`bAD1NOTV_G-A8e1V; z3bdp1UpkWG$=ho<$nKmwXnsG7D<@9%O-;oRscWQn%UkBQ^;lMNWvUrB> za=u>~MHOY!K>;+4d#-PQP%8Pf>1$m5$)jbXPBVNfq)lh77m+|2=Wu}M>Ig7H`{KAP z%v}wJhb;7q=n9=kLxC0M5?J`I6c8ftbAUH2H&5Pf+y;zV0dDev6}Rvr5GQ6{o|KX53W!Qq2X>gpUCJvpfQL(g#g$ z2u&7EjcnNf0!bE#U5OFywO*{TPVJ=HT-z{}utKWUN+(0>*bpZ>O#XG3hhaqLn z1r%CgGh&*+uc#cSme_FC55_SaUI)5Q!54xBi=~uyzAfhRP5!^0u?}VcU(X&BWX~DO zhy3#yvu*!+#ybRqSK7{^u`l2ImE`~P8KWYXPi}k}Yl;k;dVQ1UGSRTfU!Eip+ssBL z!2iI2<^08O^XAV*P{+^WeicqFAO%3{@Yb;qoB(97H`LRVNZ2!jKV}Dn`2m^b^Y7mZ zM~w&mk{0XAoiGBz7Q#5SZpE=pm^g11UR`og0z>gxpn^``a4@wHdnk`d;3Ta=BrL1mt8u~GoyN2e*F|X*y#ssL|v6&qOrhTIu zW83A^TTqBUU+8x&NyiM5vAk^qvqi$OWJE0sK<&lYtPd#ZiGGG5HPPR#c2uJtfsTxg z-yH+|Q%`sVmO%En4jh&nAOfc+?Jk$APF~0?6!FsuZATG ztU9x{8%IjvtFKyKsV}#Y#g%;u<+{2Xa_qS_H6L-`@yUeNjsHqvLd z(GdmcTj;IhltJtWJQUZ)&4O48!L^P3pA#IstOajgMcT}=H)3;GAoInCb|V7=cB$FG zX4b8*@ZzF%`NMA8)r34|AzU!}h{#2N7;1Rd!Wt&&T@hg-p59_KDKtIGor_ML#dlvBXXe{!~a&2&`1{-~2 zezew=(oyUu)IdVEk~`SMMG`glg`ljtZ579_v*Qw0YqL8O+`D6jXA`cHOUt-$ZEW-C z>hvsOFRDH!c;d&ZGTpTMqdlt;*73=(8kYy8gEexAzV2GRf&o*fE92BvZ+nAOcry-M7%NdN!uYOF zAzj*-&(hy)&vWu5NcAhY2en)*Z=W08xMN|^dA8m&6=4hoh4E^ktaUiDtm$&SM|8(| z3J>f~DvJGcXAYb5Z^8>thEJm_EUGd0_`BcC3l7Ga{TRyHK%#L&zUaADv3+QRG1fX$YsWrD#1E@4+eA^ zlzy5!rjP!_Zn6fry00Q)T5ST{RV$BV<*nI7>1ntIMxDp&~Ry z{~p1fV>5MF_vJ&BCfuE}5-=e#*$l^x(Q~=1cJ|&ee_)?JULu?(`DWjNJnk~uYC$5k zd*iS_rC{TClray0Be~3i<~H>H(T!L^9QyHw;4GTFL1+l|nIMYL)+`^wno7O{($WgV zk%2*jS@TkyP`#X#gEH2n5?gX89msnqN?C=gpb}LwfwH+dx8}68X1>JA(c<45c5g&Lr)wodd*2?4*2d zxMtOyVQEJje9PjEXKd(4uNoR~Gai^1@8qfr?ya>u5sD1?}ibZ|$_@5W&3Y-mc62rAAT@m(9uW<_}m_+w9tS z*hC1`^byX1L!yzGG2G;LcI~+0nND`$A}B}%_I1y!!6ciA0cve5&L9-&sLt<@nS@D0 zQU@qoeLif_&pIJ@16*?>08x{3wV30_(ow$A9c`_mEgHdsOhN~P#L;b`2wT^$k*iHh zfQ1{_eHL>>d)KLna$37{*O!i>-PuUN`plJ$TK<(>TI@Yq4AbH@!i8GR=*+>{OqB$n zg>HXcWM~O-0rjw3iID1)Jkf0J5HT0=dF=|z72VppdO6E%TZ`R12_ORz&U2NCm>ZR| z7hdqBu`bI)yC|wtb`LE_h>>45qE4Ic0(v|t?+O3fxznw7K3vt8mE+!E`0hNQcf04O zjhW!Dx2=GGnT1BIF_00&pEmu1VdlM1usXE5U$OeJ$= zD-Z?PI58znB@*fK23%E==up{;nHRDcI6svW4P0!$?&P`TWnDz&tSf2@ChIC-nz<5h z>rJnwAK1b+w$2*u`KZ|SN80v?2Pz33&zM;h?YQkp_21V*7xhw({`wB(_&!bhXG`Pd z@B!F_3AC?JSuNJ*ffH~KjmV8!=#g<`O##L1ilX!ys?@02@&oGM`~hT^BRUwTB9Q$J%$w2G;<>@|)(>oV7xCpBr#Xy(eO5mu9NeoCZP z1sr+}x5b(t+BTuXof^wR#J8YWo!oRu0$>o1QlCSP(0pgR<5q~51=iqn#q@JdP1y1q z=lHe&vju#m0hY-|wszBPZ4~8Gh|@g#Ix@vMxQl%g5j#(eq~UopV;#{<@o^wzbL6;B zxehQhd83Ol8mzX#N0#6FU=Ur~@sPM?MYwhA>XWWC=RFgb(WMyP8-MyR6!_2&(|h2} zmM?hqlXmXhSgHyqB!R<|ISh!7sbVbfd*H(+f2ZVXuX!31h{F5w)Im?H9{4`WsoyGJv%+|pr zGs-1_eN>FktHa9#a_T)h+nuZ2NVA=n9d5Ro!xU-@pgU6p}_ue}+{s0}rp=iJ*PuVx=S}9rj=A*k z&wQ)RMjWlD81NEOEoC8As}pD>Yb}q147cKXhj?Dp=H%rGeJuE+g*O*~M`jY*(|rKZ z^^g>_Y!l;T{{46`u6a^!%|DgN#;}3?$inG0)ZUDDMW_o)_WOraB-@x4vJ_YCwn@3z zguz#~1bVuIcU$?$+WYbth9cHrd1&`P>&_}}Fav**ko<=yD<_pt}2PdcecZ&P+9w!(Z zEg!*u8Q(M8kRq%?{ZzXeX>k9M)%hw@)*rDWHntSVW(-0a#YcSM1;_7-8*^7sl`NSQ z3P|PVU^rIX=Fj|v(hy_ior~`?_^L;!-5#S@;G1$W>PAL;k%TBe<~mQw19F$1ZYRHJ zc-P~1Ru=6;%~g;GKBIKObEk$`t-BKKcnMUJbG)FVL#BFQrTVeS633EWJ4um_?D$Jk zPYjW%{u1rnb8rm0Z_!S>;NIlwm~CqUty$#rWe!%3HPz27xi%8>1f89`mKSq%A*M8s zVLfHNXX0_0S!K*K?BiFBLT_cw8W@Wt5%7<4BYZb3>6Q+eIko**J^yLC% z;wv`*TxTdSbTDu2$!nF43^yiY1fZx`MK}m}6*`~N|NG!94i(Ito`wlnrQQ*R^A2!e z&)?d#l&+?0E3nvEqbG@SKij#47+g^goRM-_{sD?5*mpLpEOWx{cegPbz(chO1xzVFUHLOi5jIP#vvt#XI zh;+*YdJoOA6jPFa3j#RI*4kKBxIvpDe>oD*k8lDtSYSN`iA@+)E1B@Y1KK{KpQXBp z^Ff|6jkspZ-BIN>l_JEH>7yVE@OLWlkf!j&-hNP%o2K-Qd8!>W~iPuCw@Dk z&2uH9qQ{ z^e}DjfYu>?Nc^st5-p&>sc6mafkxqfDVq+M##xZq|u&lITc@w65D;W&Atp?f2M(m>ZCO@mW8|HxayMi ziWm!BI#{d@wG0hf>}Z*&Eqe%=Awl-gVAAWIV*%h2b*{0*Q##Tx4^&EOLAPM2I-_Vc zi1k8uOd{R#aTg^}<0X=UWj0_7&6SU&qcIPx59t3)JxuvxITB4*1M-_pI6A_z(G@uEMq9 z&%aUz&ySFO(56%(s)+X>zd9%g0lDJHL8fW}wBX8CuvFpG$cEBXIV$=WrJ8 zW?D~?H-o#i+TZiv^(USFmJtrOCiuHk?V1z?_6;@Nwf;k$3`H_m%Y7=HP_%TqmBReY zb71%qvCz}ZVY?}s7OZ{ ztfLGxe!#zGgbbw7RZ1L#@@kTwH&P!WX^ftl{lVLD)qA4DI{JRy0GZj8c}*@bg-vqes46V3#+R_A6M z+UKU>q(l;tY$|P^@TsZv(U60dL2}ps(&pzE3wdM-gFR*{L_M;ggFNlv4n$>N!{Kuw4^>(G7($UyuECoIP%&o zLwN$;Y-%z%$!6Q#?F|D`eJgI~XaZF#4i}5-50yoknNv|O&<+#9z#&Sl30!vRxDNKt zI7-Jou1s7vSmTW|iL>!f`ZAZ;LwA9KBox=ehNwZn)v-FEB^aSsP?e`qtn=O8m{$W0 zzd_%4YL~7cx+Hs_ymUtemqUiRvqfYJhq2ryeF^&h!L=)$nlIo31%burG-0>Y%0-?e zGnCK6KBh|eX6b~yTm&unf6pga`iV zWd3Y6oHCCch^Sz&KIcG442`CTe~pJlj1u8^=-Pd15$C|wX!?lw$Mb7VPgRqnsOwir zPzAl_u-6-?nk>)VMnzGG4)Ixo_1hV!d(!< zE~^?|Q(R{m&RDk*rFGX!Kg@2cMhyuooGT-RT2P=$|1xO4nmTkF;jbu7p*W?sR(|urTq!l{T{S)Uld^)}@32|M?1Q%}D;Joz4m}VN{L&MR^C(={!;tu%@GAz^Yq~tus47}DDj-crpq|1p%}`R zq0!n>aet8%(2~DSTT@C$&FBPF`O;~yh(J%P0Y+2A3l?nWLr@2cA3)59Iy0`;R=dNF z;X#4#WT;T>MnWlD?Q+v7?q zu4B4JAK=!6URR^SDim$udq5}qVqA-yk~T@X%*w-#oWvid6*XHn{8%lCr-ZQDYCi~D z_HaYKIUXz!IU8hdfz0*dm0{lQMO-NwTtZDa3}Lr?`uKz*Fct9s3X9k=di;wAZ}j%m zYFy5QacD8l>%IR4#NJ}R8Os^ad_@bJuK}i4TGpzJt~S|O95~IQL3; zg@TPy?i_3H)NyTWRyLS~(XQ0bG&jDk#*#xGr@XW)Z_%CGJWAY$7_ky|?Xr<%7Wqgl zr666{vZunv+L#q!o0?t#`ZfN^!CMx62^zUN9c)M(Xfrz&K-WmZ9a#h4z7P6AOZSr_ zaS7mW8jc8Zv1%F&^i~WQ5p7$Ek2TzP7(S0$e^|z)T%B}S2>U&8A z%3VC}!Ngvy+PHSye@6`fip*Rp$B--raN<;ny9Qs`TMrsxI?F)4P?jva?4$vROLvl*>Go zDa$#Q?SO>Ja@*(w>Tb1(OZB%u-+ZLwVQKTovYoFb*l~y>dY5R+26fDUx~-+Kyy`N? zow_l0V5@+$+!o)NBcVb-Tn#H?r}tuU7(Sl$DtX?9KvBf%de)-Cz{V$a*1Ur^JC=wj zcXXz27ZLp6w1nIDy+PnMEPa(Ucl>sGFK|{I7JpmOG+E|uw{HGAjrsU&DeA+?{NZRF z&d#A7a_-Bc^ibfP;a&=H=e%|EPSkJ@9Scb)svGVqIxLPta_#uPE2yROW!_tCvKPdV%{?g%fd<^49q) z+o2|%N18QE?S=@yoV38k6Kn)%KbHV>Kj#iGyn~&3>stHQn`%WbboGe&P8u#g9@S~i z9LRTfuJS7)0h{j=0JcYt#Eh1^GA^st1S|R1Zopdjs?^o!Zc*!O&?$|8ALQT-)JJ~q z)34k4agQbp&%oEqY7rAV1z+QFryh1^yPYTy{NtMdKMyvlfM-Ace1pL}%f%za_0koA z%Vw?ew}7={f3n4I6+cn!>|%xlh$DqyVGmCH7b~85BmZG;w}5L|>!I?y03prCvC?rL_;i%u zB(oPjfnpomu>>rF;B}w{H)1h1;p>qxF%B9jN~aD3qpK%6a5-%%A$Dr2NYFR2rb?-q zOKgonl6|Ka8d}fb3Ytgn&0OLJ@E%wOsd;gDPT$Lc&!INO&AwjIVY& z$wTm`5KmFSuPDil128xzK8{n1Gw%Qz*8wJw4;|zX1#F_A?`t*gf{oiE<+-jz(*5YO zCI)}*e3xZ%tdXFpsrYB(baBNdEd{&1JKe>+_wH?)l6v}ja&9Is>V>$fy69_W-4XLf z_)o1ViM7Sj8Lo2}hBIB#f96cW$|WTehQ!T*Gu0)b%T0@m&pC_Z4b9q1LAa3(K*Y#` zk(uwlG=}#H>F`fa2fX{3qp#~fVLe~vdFJ&8bqw`wV@PvL@K=Axu`#lqn{Cecu9p+3 z6P3h^tuA`y8g>%VpYTZ7kvJOhrR)9h>CxoSrX!qd7*mGw2PY@i*QjA*pM?WY`-+A? z^14(%uf2Jljp>zo=s#A1?4tFJP1g(h4MjM}6J;EQ?9cDZ#9fcouzCWM51?c{4KJ}P znGJFe8{#O>#JkHIDGZs&T3Wa6$HLA?Ws!Tdt3z|tN};<&D{Dykj+2SI|^bpVrkI0Jtvtl*E4 zfdS=ds7c42t-WU#8m&zx$tw~Mu04MLa~3eQwA(FK66zE=`y--;fRP-n7ZEXFp}6f{ zX=jw1Iqie;$h+2h+QO&vef*-BF1Ex0sVsIBG@iD4Cn#a`5zyUb~9W;1l$*h0%|9er!%VlH+_v z->y?}z)x;TsBR(863g-S8uYKeMYPMj{fjqGIl4 zZg#ocrLIXUL>EgKhgr;8?+C_IFKUg0rZthup>XQI>>9+)PsNq z%GJ~*#r2JiqoWu7TR0FO6joODS%45uhGAIE;`;;u*k>^qp`_$clJUsab}uikLtx5< z>T^j?;BP%Xy~UWD$1$bTO!v=1-1_fX?NqSa<-Kre6!K6_O-*V7#1MHNJHWobgI>`g zi}2XBIzgFeg}8npUF)mHW3DWh5XoMT3-o}qLM6yt&ME`SO_fE%{x7evJ1Y#V9_>H0 zW^EX=_nKDd^f7C_rordGZ$@+-uvHq#HJt6wS|8rkG}yvTDhxQ}WHsH{Jk2(xi6MU= zH>C&N^?mvBqg!TMR`5LmU26YOC*|QR_$`HjmLP*`p#$?tJS4G;pO;W`ZEG@;o zsMhLv{Eoh#J)0`O_fj0*^(o`M?YgzB4>-9TU~`|f>+*xLx_7ifWq41eW)ZE>?=aJx zF8=-RQd@o+62ddSseN72QpjdCPX7i=#=WzZ;3#y?cYkw~eaq`S;QK z$9pTiIcoD}hs5SzHdj2j5-}Mg*w+1L+@_C0TawOA+tae@LKf575uBytx;tD!HNF`X zRQVd*f~ku6($UcN4`3t7W{>;y0kYo*wA;}JUfqSk#pk9u5Yxr?_dx`RePB|3JOpu+ z4YU_uJIQKx?8+~XZJ6{oF(ud^!>EN?|KgwCNz&i7Llq#K(%&or|{lhPPi zAjfAM@YdGWj^#h+fq;_y?y!}X+6k=MnkQoDhLBAvCpo&;5O=OBNSqVs36h9)GrF0x zT4BsQyg`o!o2Nq(jXrW*_sZ{oZX|skbCSINDRFlVA<%7RvgoIM+}mx(+^?%M(nya)pq)RHLh+|!a&mhN#k3YFt;6*&Cz3@ zSdTX1((n6PR^0pP8yGW5iTG1@ZbT9>^&9`E%7epm=PmwDsfo*e=eE)2TUYKYA>Zf$)`>w! z(!)ne_;dS{6k2%k@(1w0X-Ri0C@1O*rKnpy#Uy1j-YQ&FJVUh@PL^u72 z^%wo#t&Xo`pxPBh#S);cVCGlfg9bds9W}LRTK}!)9r-zr1-w(2Gply%m`DnNfwVdg z#AHH~mzP&XP~va#bQ7=SE!~IC1F=nFT@bP7N6;S-^P|V)hL!Q>mU0iMiorc1@=k1K zUwMD~?W*mVg-NmJHQUL9r!tg(mp70+{Gq{=bVPE;NYh7)--<=DOw97i1CNEC6DUwt zQ@hgY?mP8}Dn&B-vb6|&$E3O}btmS>eIDMt;?=WJSN9sf)?Y1kZm5E$N(JBOh;HPU=1S!Qt5J(UdO#SE0|&SCq(YfCKW> z{;vbFdJyikDU+;}^(68E++$Doa1e@kdwL(DeAl3}eaJbJ-T^?&=f0_H#R&X<$m{xk z_*!rno^mrS^@Weq;cjR$_+pFN%Zabm_~`e~pj%A8z7yjI?zy3zORNjX$&SiwKjKN^ zeoXhUO1I00d-9Gnz2y&$I!g(zcpW?v7h#)p`wz0p!*@{(wF7@EDPaha3MG8^Q`yCX zctZH0+N9rqvFd+&3(5!Jsy^!{d%zAQM%rp1vu5&3RKL;SQTExL4a!oJUXrIyoG=+w z-%(?zvc;qS?w5Pz&*_P~%F=jv&Cd1qcvEifY=i;;ATdg7i=e6*tg1-x$P3|NSn?_d=QL1>MqtzZ(rO@`tE!Txi8>N zy28V4&dB}m2bJ+>j;dmxO8G2yEPgCh$%Ep150f7OKtMk{saW_78{7Tq1wAVCy#8ua7_s>m_rsS1 z^IRTmm_K+yowG}-n-#cTdwR7n;D7XlD|^JQ@%ELRfM53E&8iesGTbfXCQT-VLf2D-diza^o|vS}BiV20!%ExI+3y^g z(u3XbIYrZt@W(Iv6Ow+PyC9;;d3@#}JgGT={~D^(4&c$nT8NDOTqBS?vmk=N~x~ue4>XGxU%3BZhHx*1AHP!QYWVfvW zooko0$yL+u!`h-o;*6wCyM?jomi5Vka27IkDxBk@d*3w(51HLEMk(i&C_hMm z>G|~*|2zd_B{kaxvcxCFMT7O$^5Lnu|AMG&P;=U4uGM((OC}6F> zwe(eIj5okS^-Ig30jF)hU_M7aO8g(4=BXPBiO{bVuir^FwbL#6?-jiM6zck$W z{h*@aVbcbG!ba{%6G>O`cC(aXg|`nv2VUk7ye}j+A61OaY&$al3r%*77&y z&yL~%gFIx`b=1#M0C7AXRj7G?bWXuk$j(P@l8#UW4wp~n5|r@C+#pkz{VSr`Ab_!2 zdn&_jm|s_*{cM}7EXBvv<)dqwrn%j-LnngWr68kidt`qMBbE+xB*)lhiiP$u=~GVN z)H)_WLyyZlz1w@z`<&aIU$%^h(j>d-k?@Q1N8Lt`SFKLHqqY4;U{Z64L_|j6QPZbYh;lMC z>9hqU8zO~DdK##3{o7@|^l78>^;rcu`}%^8xqsoe%v;hBVmQ-4Hl&(j$}|eq!3PZX zoacG2C!YQq98T1O>3(iNn+;Nf`0<}TYUJtiKUzQtT3}V^E#D)b*angksKzfz%{|En z5_#Xt+ZE0qqMl7|PO!ikx%}Zfbu#D=#@qIXUai~9lA84ekny^?rdH#B&R+jff9sH% zkHMwKa*x{izSi%eR!hroKZ*#2AJ*2o6L#=k$?tw~Oj6P{*~BI7$s79=#J9Jeejcm9 z_(X$>*CAKE?OK;V<@a2B>1RXLYCgDcqGDfXb0R-|>p9c! z-1-IlNK1Ep4E-UqX@z}bBP1lmsy9k2W$)_<`pZ&@{jU(k#wx$=w0M&S8d}zF&?IzdJ@M(u8A%lTJxz8mfyjpn{7=EDnTpuoP)z0bk(4C( z;QiKL@q43A@5r`Zz0pYS{W#n=+1cFs7Wd|+J@?C#3*#tuGG|l=n>TJq`k5&^IEHMQCCe{rB5(B->siaX1aBnQW06=E~7PjumHb$rA3yJG&YylyZ%bb+SY5?g9zAo##zy)1(XIMPaSHNO zizFBx+IrgUdtRZ2nf&7_BNdUmRV32qq+)x~pv!A}VzLt5etT_lcNb>FL$YC{{z({6 zim3>8>ea<-^&dO`17_krDl=3M)ik;6CT%Fw?(_Kbx(w!R)MAqG-TgRw;M)OrwTcml z+mZ|VXU9FL$lET~&lraf0ReYP^YaaVy!9`gWp~qLO?7(5jRxwsCD2DD(xD<(S`4fH zNC2A$=#X#?^6hkzvqH&Pk0fXc>yqiODOn~-$T9B@jSLZtx1a*Kqa#S7JPNzhr~ST2 zqS{IHxxg0YO?uno<_$tbds498m+ju*4%n*0ULL(kKm0*n>(i(Cm7vNS^9Q+8Z0K+A zO(vUpvd*d`Bfa7nM!rPND})7QICCdz1*Z+wTqkW2LoZiiW1^d^sUP-z{h3aBr$2SC zV!t1P^8D-%>|-~HM=0?cD0!S_=jgmEDfs>L_9p(0>(`E$>Q#MF=km_H*104|c>H>A z8$2b|Uf5yOJoY$G+p6yI80FoqQ{zGCL}KTaLc>A6s+wUrT?5y=?boP1tth zILsW_@u^nBLMZjyZK)^Gn^Vn5UQW8(4cu!Zbz|H&#g^1JPo+rM^6e_edmtv(2tz&u^Q+?)XSOpFIgS?3|FZnD z+O_}I4D(+msj9jcx0MGB@&ohm8N20UtZ z%9{rpwh`Oc#OA7r7o#nfx^e6Sj!<4; zUZfo=QI`-p$;KyrgZ@;>N3y%F8>~9s$MV0)YSFxh@*I|#&W}V)*W3S2efx20oQ(0# ztJeOv=I?p?X88}db@%;$P5$G5D1MU7r8;))g+EH3yxbI&pWl5bUU?JSF&}AN$v-#O z%sf3~F?S!AXI0)&%gZ5GQ?%N6-hZ_^51dx-KPo2{(rd_?EbWu!!B_wIjzs&Neo3=q zTY7f;*X-Z;v~6bamo!?7^dlSdEVjAewLLS ze@y-7b@97@4aHRrAFcZrk*rY4Q&Pho_21#xv+2vK@4cv;rokGyt9n^@UW&rs0}D$E z!{e{_UFMbi5+750@mKGzGcyKoMF{C zu`87=-`m^!+LMOe$AG(MmR@1$h>Kale>O<^-Hr{vfxAzEDO5ZGXm$l#d(I>@<;Gj0O!mtU*m4Kb2BsJN?(Eamj_HT&#zFj~bgQu&X%Q~loCIGYoXyX6? literal 0 HcmV?d00001 diff --git a/tests/docs/test_python.md b/tests/docs/test_python.md index 71f0517c..b230ead6 100644 --- a/tests/docs/test_python.md +++ b/tests/docs/test_python.md @@ -4,40 +4,28 @@ Python功能测试的主程序为`test_python.sh`,可以测试基于Python的 ## 测试结论汇总 -训练相关:方式包括: -【单机单卡、单机多卡、多机多卡】*【正常训练、混合精度训练】*【裁剪、在线量化、蒸馏】 +- 训练相关: -| 算法名称 | 模型名称 | 单机单卡 | 单机多卡 | 多机多卡 | 模型压缩 | +| 算法名称 | 模型名称 | 单机单卡 | 单机多卡 | 多机多卡 | 模型压缩(单机多卡) | | :---- | :---- | :---- | :---- | :---- | :---- | -| DB | ch_ppocr_mobile_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | -| DB | ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | -| CRNN | ch_ppocr_mobile_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | -| CRNN | ch_ppocr_server_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | -|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | -|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 裁剪、在线/离线量化、蒸馏 | - -| 算法名称 | 模型名称 | 单机单卡 | 单机多卡 | 多机多卡 | -| :---- | :---- | :---- | :---- | :---- | -| DB | ch_ppocr_mobile_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | -| DB | ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | -| DB | ch_ppocr_mobile_v2.0_det_pact| 正常训练
    混合精度 | 正常训练
    混合精度 | -| DB | ch_ppocr_mobile_v2.0_det_fpgm| 正常训练
    混合精度 | 正常训练
    混合精度 | -| CRNN | ch_ppocr_mobile_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | -| CRNN | ch_ppocr_server_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | -| CRNN | ch_ppocr_mobile_v2.0_rec_pact| 正常训练
    混合精度 | 正常训练
    混合精度 | -| CRNN | ch_ppocr_mobile_v2.0_rec_fpgm| 正常训练
    混合精度 | 正常训练
    混合精度 | -|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | -|PP-OCR| ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | +| DB | ch_ppocr_mobile_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | +| DB | ch_ppocr_server_v2.0_det| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | +| CRNN | ch_ppocr_mobile_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | +| CRNN | ch_ppocr_server_v2.0_rec| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | +|PP-OCR| ch_ppocr_mobile_v2.0| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | +|PP-OCR| ch_ppocr_server_v2.0| 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练
    混合精度 | 正常训练:FPGM裁剪、PACT量化 | -预测相关: +- 预测相关: -| 模型名称 | 算法名称 | 模型类型 |device | batchsize=1/6 | mkldnn | tensorrt | cpu多线程 | +| 算法名称 | 模型名称 |device | batchsize=1/6 | mkldnn | cpu多线程 | tensorrt | 离线量化 | | ---- | ---- | ---- | ---- | ---- | ---- | ----| --- | -|ch_ppocr_mobile_v2.0_det| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_mobile_v2.0_rec| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_server_v2.0_det| DB | 检测 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|ch_ppocr_server_v2.0_rec| CRNN | 识别 | CPU/GPU | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| DB |ch_ppocr_mobile_v2.0_det| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| DB |ch_ppocr_server_v2.0_det| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 +| CRNN |ch_ppocr_mobile_v2.0_rec| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| CRNN |ch_ppocr_server_v2.0_rec| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | @@ -91,4 +79,29 @@ bash tests/test.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infe ``` -## 3. 精度测试 \ No newline at end of file +## 3. 精度测试 + +使用compare_results.py脚本比较模型预测的结果是否符合预期,主要步骤包括: +- 提取日志中的预测坐标; +- 从本地文件中提取保存好的坐标结果; +- 比较上述两个结果是否符合精度预期,误差大于设置阈值时会报错。 + +### 使用方式 +运行命令: +```shell +python3.7 tests/compare_results.py --gt_file=./tests/results/*.txt --log_file=./tests/output/infer_*.log --atol=1e-3 --rtol=1e-3 +``` + +参数介绍: +- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在tests/result/ 文件夹下 +- log_file: 指向运行tests/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- atol: 设置的绝对误差 +- rtol: 设置的相对误差 + +### 运行结果 + +正常运行效果如下图: + + +出现不一致结果时的运行输出: + From db754244be4780956364849a8376b064fe9e6620 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 10:18:07 +0000 Subject: [PATCH 27/34] update doc --- tests/docs/test_cpp.md | 56 +++++++++++++++++++++++++++++++++++++++ tests/docs/test_python.md | 16 +++++------ 2 files changed, 64 insertions(+), 8 deletions(-) create mode 100644 tests/docs/test_cpp.md diff --git a/tests/docs/test_cpp.md b/tests/docs/test_cpp.md new file mode 100644 index 00000000..d8380671 --- /dev/null +++ b/tests/docs/test_cpp.md @@ -0,0 +1,56 @@ +# C++预测功能测试 + +C++预测功能测试的主程序为`test_cpp.sh`,可以测试基于C++预测库的模型推理功能。 + +## 测试结论汇总 + +| 算法名称 | 模型名称 |device | batchsize | mkldnn | cpu多线程 | tensorrt | 离线量化 | +| ---- | ---- | ---- | ---- | ---- | ---- | ----| --- | +| DB |ch_ppocr_mobile_v2.0_det| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| DB |ch_ppocr_server_v2.0_det| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| CRNN |ch_ppocr_mobile_v2.0_rec| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| CRNN |ch_ppocr_server_v2.0_rec| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | + + + +## 1. 功能测试 +先运行`prepare.sh`准备数据和模型,然后运行`test_cpp.sh`进行测试,最终在```tests/output```目录下生成`cpp_infer_*.log`后缀的日志文件。 + +```shell +bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt + +# 用法1: +bash tests/test_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt +# 用法2: 指定GPU卡预测,第三个传入参数为GPU卡号 +bash tests/test_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt '1' +``` + + +## 2. 精度测试 + +使用compare_results.py脚本比较模型预测的结果是否符合预期,主要步骤包括: +- 提取日志中的预测坐标; +- 从本地文件中提取保存好的坐标结果; +- 比较上述两个结果是否符合精度预期,误差大于设置阈值时会报错。 + +### 使用方式 +运行命令: +```shell +python3.7 tests/compare_results.py --gt_file=./tests/results/*.txt --log_file=./tests/output/infer_*.log --atol=1e-3 --rtol=1e-3 +``` + +参数介绍: +- gt_file: 指向事先保存好的预测结果路径,支持*.txt 结尾,会自动索引*.txt格式的文件,文件默认保存在tests/result/ 文件夹下 +- log_file: 指向运行tests/test.sh 脚本的infer模式保存的预测日志,预测日志中打印的有预测结果,比如:文本框,预测文本,类别等等,同样支持infer_*.log格式传入 +- atol: 设置的绝对误差 +- rtol: 设置的相对误差 + +### 运行结果 + +正常运行效果如下图: + + +出现不一致结果时的运行输出: + diff --git a/tests/docs/test_python.md b/tests/docs/test_python.md index b230ead6..87c58395 100644 --- a/tests/docs/test_python.md +++ b/tests/docs/test_python.md @@ -18,14 +18,14 @@ Python功能测试的主程序为`test_python.sh`,可以测试基于Python的 - 预测相关: -| 算法名称 | 模型名称 |device | batchsize=1/6 | mkldnn | cpu多线程 | tensorrt | 离线量化 | +| 算法名称 | 模型名称 |device | batchsize | mkldnn | cpu多线程 | tensorrt | 离线量化 | | ---- | ---- | ---- | ---- | ---- | ---- | ----| --- | -| DB |ch_ppocr_mobile_v2.0_det| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | -| DB |ch_ppocr_server_v2.0_det| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 -| CRNN |ch_ppocr_mobile_v2.0_rec| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | -| CRNN |ch_ppocr_server_v2.0_rec| CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | -|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 支持 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| DB |ch_ppocr_mobile_v2.0_det| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| DB |ch_ppocr_server_v2.0_det| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| CRNN |ch_ppocr_mobile_v2.0_rec| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +| CRNN |ch_ppocr_server_v2.0_rec| CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | +|PP-OCR|ch_ppocr_server_v2.0 | CPU/GPU | 1/6 | 支持 | 支持 | fp32/fp16/int8 | 支持 | @@ -47,7 +47,7 @@ Python功能测试的主程序为`test_python.sh`,可以测试基于Python的 ## 2. 功能测试 -先运行`prepare.sh`准备数据和模型,然后运行`test_python.sh`进行测试,最终在```tests/output```目录下生成.log后缀的日志文件。 +先运行`prepare.sh`准备数据和模型,然后运行`test_python.sh`进行测试,最终在```tests/output```目录下生成`infer_*.log`格式的日志文件。 test_python.sh包含四种运行模式,每种模式的运行数据不同,分别用于测试速度和精度,分别是: From f57b155cdbb0c6fce9634b2967e48c191bac73c7 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Thu, 14 Oct 2021 19:07:49 +0800 Subject: [PATCH 28/34] add test_version 10 --- tests/test.sh | 634 ------------------------------------------- tests/test_python.sh | 193 ++++++++++++- 2 files changed, 181 insertions(+), 646 deletions(-) delete mode 100644 tests/test.sh diff --git a/tests/test.sh b/tests/test.sh deleted file mode 100644 index 3df0d52c..00000000 --- a/tests/test.sh +++ /dev/null @@ -1,634 +0,0 @@ -#!/bin/bash -FILENAME=$1 -# MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer', 'cpp_infer', 'serving_infer', 'klquant_infer'] -MODE=$2 -if [ ${MODE} = "cpp_infer" ]; then - dataline=$(awk 'NR==67, NR==81{print}' $FILENAME) -elif [ ${MODE} = "serving_infer" ]; then - dataline=$(awk 'NR==52, NR==66{print}' $FILENAME) -elif [ ${MODE} = "klquant_infer" ]; then - dataline=$(awk 'NR==82, NR==98{print}' $FILENAME) -else - dataline=$(awk 'NR==1, NR==51{print}' $FILENAME) -fi - -# parser params -IFS=$'\n' -lines=(${dataline}) - -function func_parser_key(){ - strs=$1 - IFS=":" - array=(${strs}) - tmp=${array[0]} - echo ${tmp} -} -function func_parser_value(){ - strs=$1 - IFS=":" - array=(${strs}) - tmp=${array[1]} - echo ${tmp} -} -function func_set_params(){ - key=$1 - value=$2 - if [ ${key} = "null" ];then - echo " " - elif [[ ${value} = "null" ]] || [[ ${value} = " " ]] || [ ${#value} -le 0 ];then - echo " " - else - echo "${key}=${value}" - fi -} -function func_parser_params(){ - strs=$1 - IFS=":" - array=(${strs}) - key=${array[0]} - tmp=${array[1]} - IFS="|" - res="" - for _params in ${tmp[*]}; do - IFS="=" - array=(${_params}) - mode=${array[0]} - value=${array[1]} - if [[ ${mode} = ${MODE} ]]; then - IFS="|" - #echo $(func_set_params "${mode}" "${value}") - echo $value - break - fi - IFS="|" - done - echo ${res} -} -function status_check(){ - last_status=$1 # the exit code - run_command=$2 - run_log=$3 - if [ $last_status -eq 0 ]; then - echo -e "\033[33m Run successfully with command - ${run_command}! \033[0m" | tee -a ${run_log} - else - echo -e "\033[33m Run failed with command - ${run_command}! \033[0m" | tee -a ${run_log} - fi -} - -IFS=$'\n' -# The training params -model_name=$(func_parser_value "${lines[1]}") -python=$(func_parser_value "${lines[2]}") -gpu_list=$(func_parser_value "${lines[3]}") -train_use_gpu_key=$(func_parser_key "${lines[4]}") -train_use_gpu_value=$(func_parser_value "${lines[4]}") -autocast_list=$(func_parser_value "${lines[5]}") -autocast_key=$(func_parser_key "${lines[5]}") -epoch_key=$(func_parser_key "${lines[6]}") -epoch_num=$(func_parser_params "${lines[6]}") -save_model_key=$(func_parser_key "${lines[7]}") -train_batch_key=$(func_parser_key "${lines[8]}") -train_batch_value=$(func_parser_params "${lines[8]}") -pretrain_model_key=$(func_parser_key "${lines[9]}") -pretrain_model_value=$(func_parser_value "${lines[9]}") -train_model_name=$(func_parser_value "${lines[10]}") -train_infer_img_dir=$(func_parser_value "${lines[11]}") -train_param_key1=$(func_parser_key "${lines[12]}") -train_param_value1=$(func_parser_value "${lines[12]}") - -trainer_list=$(func_parser_value "${lines[14]}") -trainer_norm=$(func_parser_key "${lines[15]}") -norm_trainer=$(func_parser_value "${lines[15]}") -pact_key=$(func_parser_key "${lines[16]}") -pact_trainer=$(func_parser_value "${lines[16]}") -fpgm_key=$(func_parser_key "${lines[17]}") -fpgm_trainer=$(func_parser_value "${lines[17]}") -distill_key=$(func_parser_key "${lines[18]}") -distill_trainer=$(func_parser_value "${lines[18]}") -trainer_key1=$(func_parser_key "${lines[19]}") -trainer_value1=$(func_parser_value "${lines[19]}") -trainer_key2=$(func_parser_key "${lines[20]}") -trainer_value2=$(func_parser_value "${lines[20]}") - -eval_py=$(func_parser_value "${lines[23]}") -eval_key1=$(func_parser_key "${lines[24]}") -eval_value1=$(func_parser_value "${lines[24]}") - -save_infer_key=$(func_parser_key "${lines[27]}") -export_weight=$(func_parser_key "${lines[28]}") -norm_export=$(func_parser_value "${lines[29]}") -pact_export=$(func_parser_value "${lines[30]}") -fpgm_export=$(func_parser_value "${lines[31]}") -distill_export=$(func_parser_value "${lines[32]}") -export_key1=$(func_parser_key "${lines[33]}") -export_value1=$(func_parser_value "${lines[33]}") -export_key2=$(func_parser_key "${lines[34]}") -export_value2=$(func_parser_value "${lines[34]}") - -# parser inference model -infer_model_dir_list=$(func_parser_value "${lines[36]}") -infer_export_list=$(func_parser_value "${lines[37]}") -infer_is_quant=$(func_parser_value "${lines[38]}") -# parser inference -inference_py=$(func_parser_value "${lines[39]}") -use_gpu_key=$(func_parser_key "${lines[40]}") -use_gpu_list=$(func_parser_value "${lines[40]}") -use_mkldnn_key=$(func_parser_key "${lines[41]}") -use_mkldnn_list=$(func_parser_value "${lines[41]}") -cpu_threads_key=$(func_parser_key "${lines[42]}") -cpu_threads_list=$(func_parser_value "${lines[42]}") -batch_size_key=$(func_parser_key "${lines[43]}") -batch_size_list=$(func_parser_value "${lines[43]}") -use_trt_key=$(func_parser_key "${lines[44]}") -use_trt_list=$(func_parser_value "${lines[44]}") -precision_key=$(func_parser_key "${lines[45]}") -precision_list=$(func_parser_value "${lines[45]}") -infer_model_key=$(func_parser_key "${lines[46]}") -image_dir_key=$(func_parser_key "${lines[47]}") -infer_img_dir=$(func_parser_value "${lines[47]}") -save_log_key=$(func_parser_key "${lines[48]}") -benchmark_key=$(func_parser_key "${lines[49]}") -benchmark_value=$(func_parser_value "${lines[49]}") -infer_key1=$(func_parser_key "${lines[50]}") -infer_value1=$(func_parser_value "${lines[50]}") - -# parser serving -if [ ${MODE} = "klquant_infer" ]; then - # parser inference model - infer_model_dir_list=$(func_parser_value "${lines[1]}") - infer_export_list=$(func_parser_value "${lines[2]}") - infer_is_quant=$(func_parser_value "${lines[3]}") - # parser inference - inference_py=$(func_parser_value "${lines[4]}") - use_gpu_key=$(func_parser_key "${lines[5]}") - use_gpu_list=$(func_parser_value "${lines[5]}") - use_mkldnn_key=$(func_parser_key "${lines[6]}") - use_mkldnn_list=$(func_parser_value "${lines[6]}") - cpu_threads_key=$(func_parser_key "${lines[7]}") - cpu_threads_list=$(func_parser_value "${lines[7]}") - batch_size_key=$(func_parser_key "${lines[8]}") - batch_size_list=$(func_parser_value "${lines[8]}") - use_trt_key=$(func_parser_key "${lines[9]}") - use_trt_list=$(func_parser_value "${lines[9]}") - precision_key=$(func_parser_key "${lines[10]}") - precision_list=$(func_parser_value "${lines[10]}") - infer_model_key=$(func_parser_key "${lines[11]}") - image_dir_key=$(func_parser_key "${lines[12]}") - infer_img_dir=$(func_parser_value "${lines[12]}") - save_log_key=$(func_parser_key "${lines[13]}") - benchmark_key=$(func_parser_key "${lines[14]}") - benchmark_value=$(func_parser_value "${lines[14]}") - infer_key1=$(func_parser_key "${lines[15]}") - infer_value1=$(func_parser_value "${lines[15]}") -fi -# parser serving -if [ ${MODE} = "server_infer" ]; then - trans_model_py=$(func_parser_value "${lines[1]}") - infer_model_dir_key=$(func_parser_key "${lines[2]}") - infer_model_dir_value=$(func_parser_value "${lines[2]}") - model_filename_key=$(func_parser_key "${lines[3]}") - model_filename_value=$(func_parser_value "${lines[3]}") - params_filename_key=$(func_parser_key "${lines[4]}") - params_filename_value=$(func_parser_value "${lines[4]}") - serving_server_key=$(func_parser_key "${lines[5]}") - serving_server_value=$(func_parser_value "${lines[5]}") - serving_client_key=$(func_parser_key "${lines[6]}") - serving_client_value=$(func_parser_value "${lines[6]}") - serving_dir_value=$(func_parser_value "${lines[7]}") - web_service_py=$(func_parser_value "${lines[8]}") - web_use_gpu_key=$(func_parser_key "${lines[9]}") - web_use_gpu_list=$(func_parser_value "${lines[9]}") - web_use_mkldnn_key=$(func_parser_key "${lines[10]}") - web_use_mkldnn_list=$(func_parser_value "${lines[10]}") - web_cpu_threads_key=$(func_parser_key "${lines[11]}") - web_cpu_threads_list=$(func_parser_value "${lines[11]}") - web_use_trt_key=$(func_parser_key "${lines[12]}") - web_use_trt_list=$(func_parser_value "${lines[12]}") - web_precision_key=$(func_parser_key "${lines[13]}") - web_precision_list=$(func_parser_value "${lines[13]}") - pipeline_py=$(func_parser_value "${lines[14]}") -fi - -if [ ${MODE} = "cpp_infer" ]; then - # parser cpp inference model - cpp_infer_model_dir_list=$(func_parser_value "${lines[1]}") - cpp_infer_is_quant=$(func_parser_value "${lines[2]}") - # parser cpp inference - inference_cmd=$(func_parser_value "${lines[3]}") - cpp_use_gpu_key=$(func_parser_key "${lines[4]}") - cpp_use_gpu_list=$(func_parser_value "${lines[4]}") - cpp_use_mkldnn_key=$(func_parser_key "${lines[5]}") - cpp_use_mkldnn_list=$(func_parser_value "${lines[5]}") - cpp_cpu_threads_key=$(func_parser_key "${lines[6]}") - cpp_cpu_threads_list=$(func_parser_value "${lines[6]}") - cpp_batch_size_key=$(func_parser_key "${lines[7]}") - cpp_batch_size_list=$(func_parser_value "${lines[7]}") - cpp_use_trt_key=$(func_parser_key "${lines[8]}") - cpp_use_trt_list=$(func_parser_value "${lines[8]}") - cpp_precision_key=$(func_parser_key "${lines[9]}") - cpp_precision_list=$(func_parser_value "${lines[9]}") - cpp_infer_model_key=$(func_parser_key "${lines[10]}") - cpp_image_dir_key=$(func_parser_key "${lines[11]}") - cpp_infer_img_dir=$(func_parser_value "${lines[12]}") - cpp_infer_key1=$(func_parser_key "${lines[13]}") - cpp_infer_value1=$(func_parser_value "${lines[13]}") - cpp_benchmark_key=$(func_parser_key "${lines[14]}") - cpp_benchmark_value=$(func_parser_value "${lines[14]}") -fi - - - -LOG_PATH="./tests/output" -mkdir -p ${LOG_PATH} -status_log="${LOG_PATH}/results.log" - - -function func_inference(){ - IFS='|' - _python=$1 - _script=$2 - _model_dir=$3 - _log_path=$4 - _img_dir=$5 - _flag_quant=$6 - # inference - for use_gpu in ${use_gpu_list[*]}; do - if [ ${use_gpu} = "False" ] || [ ${use_gpu} = "cpu" ]; then - for use_mkldnn in ${use_mkldnn_list[*]}; do - if [ ${use_mkldnn} = "False" ] && [ ${_flag_quant} = "True" ]; then - continue - fi - for threads in ${cpu_threads_list[*]}; do - for batch_size in ${batch_size_list[*]}; do - _save_log_path="${_log_path}/infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_${batch_size}.log" - set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") - set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") - set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") - set_cpu_threads=$(func_set_params "${cpu_threads_key}" "${threads}") - set_model_dir=$(func_set_params "${infer_model_key}" "${_model_dir}") - set_infer_params1=$(func_set_params "${infer_key1}" "${infer_value1}") - command="${_python} ${_script} ${use_gpu_key}=${use_gpu} ${use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_infer_params1} > ${_save_log_path} 2>&1 " - eval $command - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${command}" "${status_log}" - done - done - done - elif [ ${use_gpu} = "True" ] || [ ${use_gpu} = "gpu" ]; then - for use_trt in ${use_trt_list[*]}; do - for precision in ${precision_list[*]}; do - if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then - continue - fi - if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then - continue - fi - if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [ ${_flag_quant} = "True" ]; then - continue - fi - for batch_size in ${batch_size_list[*]}; do - _save_log_path="${_log_path}/infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_${batch_size}.log" - set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") - set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") - set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") - set_tensorrt=$(func_set_params "${use_trt_key}" "${use_trt}") - set_precision=$(func_set_params "${precision_key}" "${precision}") - set_model_dir=$(func_set_params "${infer_model_key}" "${_model_dir}") - set_infer_params1=$(func_set_params "${infer_key1}" "${infer_value1}") - command="${_python} ${_script} ${use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_infer_params1} > ${_save_log_path} 2>&1 " - eval $command - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${command}" "${status_log}" - - done - done - done - else - echo "Does not support hardware other than CPU and GPU Currently!" - fi - done -} -function func_serving(){ - IFS='|' - _python=$1 - _script=$2 - _model_dir=$3 - # pdserving - set_dirname=$(func_set_params "${infer_model_dir_key}" "${infer_model_dir_value}") - set_model_filename=$(func_set_params "${model_filename_key}" "${model_filename_value}") - set_params_filename=$(func_set_params "${params_filename_key}" "${params_filename_value}") - set_serving_server=$(func_set_params "${serving_server_key}" "${serving_server_value}") - set_serving_client=$(func_set_params "${serving_client_key}" "${serving_client_value}") - trans_model_cmd="${python} ${trans_model_py} ${set_dirname} ${set_model_filename} ${set_params_filename} ${set_serving_server} ${set_serving_client}" - eval $trans_model_cmd - cd ${serving_dir_value} - echo $PWD - unset https_proxy - unset http_proxy - for use_gpu in ${web_use_gpu_list[*]}; do - echo ${ues_gpu} - if [ ${use_gpu} = "null" ]; then - for use_mkldnn in ${web_use_mkldnn_list[*]}; do - if [ ${use_mkldnn} = "False" ]; then - continue - fi - for threads in ${web_cpu_threads_list[*]}; do - _save_log_path="${_log_path}/server_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_1.log" - set_cpu_threads=$(func_set_params "${web_cpu_threads_key}" "${threads}") - web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${web_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} &>${_save_log_path} &" - eval $web_service_cmd - sleep 2s - pipeline_cmd="${python} ${pipeline_py}" - eval $pipeline_cmd - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${pipeline_cmd}" "${status_log}" - PID=$! - kill $PID - sleep 2s - ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9 - done - done - elif [ ${use_gpu} = "0" ]; then - for use_trt in ${web_use_trt_list[*]}; do - for precision in ${web_precision_list[*]}; do - if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then - continue - fi - if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then - continue - fi - if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [[ ${_flag_quant} = "True" ]]; then - continue - fi - _save_log_path="${_log_path}/infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_1.log" - set_tensorrt=$(func_set_params "${web_use_trt_key}" "${use_trt}") - set_precision=$(func_set_params "${web_precision_key}" "${precision}") - web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} &>${_save_log_path} & " - eval $web_service_cmd - sleep 2s - pipeline_cmd="${python} ${pipeline_py}" - eval $pipeline_cmd - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${pipeline_cmd}" "${status_log}" - PID=$! - kill $PID - sleep 2s - ps ux | grep -E 'web_service|pipeline' | awk '{print $2}' | xargs kill -s 9 - done - done - else - echo "Does not support hardware other than CPU and GPU Currently!" - fi - done -} - -function func_cpp_inference(){ - IFS='|' - _script=$1 - _model_dir=$2 - _log_path=$3 - _img_dir=$4 - _flag_quant=$5 - # inference - for use_gpu in ${cpp_use_gpu_list[*]}; do - if [ ${use_gpu} = "False" ] || [ ${use_gpu} = "cpu" ]; then - for use_mkldnn in ${cpp_use_mkldnn_list[*]}; do - if [ ${use_mkldnn} = "False" ] && [ ${_flag_quant} = "True" ]; then - continue - fi - for threads in ${cpp_cpu_threads_list[*]}; do - for batch_size in ${cpp_batch_size_list[*]}; do - _save_log_path="${_log_path}/cpp_infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_${batch_size}.log" - set_infer_data=$(func_set_params "${cpp_image_dir_key}" "${_img_dir}") - set_benchmark=$(func_set_params "${cpp_benchmark_key}" "${cpp_benchmark_value}") - set_batchsize=$(func_set_params "${cpp_batch_size_key}" "${batch_size}") - set_cpu_threads=$(func_set_params "${cpp_cpu_threads_key}" "${threads}") - set_model_dir=$(func_set_params "${cpp_infer_model_key}" "${_model_dir}") - set_infer_params1=$(func_set_params "${cpp_infer_key1}" "${cpp_infer_value1}") - command="${_script} ${cpp_use_gpu_key}=${use_gpu} ${cpp_use_mkldnn_key}=${use_mkldnn} ${set_cpu_threads} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_infer_params1} > ${_save_log_path} 2>&1 " - eval $command - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${command}" "${status_log}" - done - done - done - elif [ ${use_gpu} = "True" ] || [ ${use_gpu} = "gpu" ]; then - for use_trt in ${cpp_use_trt_list[*]}; do - for precision in ${cpp_precision_list[*]}; do - if [[ ${_flag_quant} = "False" ]] && [[ ${precision} =~ "int8" ]]; then - continue - fi - if [[ ${precision} =~ "fp16" || ${precision} =~ "int8" ]] && [ ${use_trt} = "False" ]; then - continue - fi - if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [ ${_flag_quant} = "True" ]; then - continue - fi - for batch_size in ${cpp_batch_size_list[*]}; do - _save_log_path="${_log_path}/cpp_infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_${batch_size}.log" - set_infer_data=$(func_set_params "${cpp_image_dir_key}" "${_img_dir}") - set_benchmark=$(func_set_params "${cpp_benchmark_key}" "${cpp_benchmark_value}") - set_batchsize=$(func_set_params "${cpp_batch_size_key}" "${batch_size}") - set_tensorrt=$(func_set_params "${cpp_use_trt_key}" "${use_trt}") - set_precision=$(func_set_params "${cpp_precision_key}" "${precision}") - set_model_dir=$(func_set_params "${cpp_infer_model_key}" "${_model_dir}") - set_infer_params1=$(func_set_params "${cpp_infer_key1}" "${cpp_infer_value1}") - command="${_script} ${cpp_use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} ${set_model_dir} ${set_batchsize} ${set_infer_data} ${set_benchmark} ${set_infer_params1} > ${_save_log_path} 2>&1 " - eval $command - last_status=${PIPESTATUS[0]} - eval "cat ${_save_log_path}" - status_check $last_status "${command}" "${status_log}" - - done - done - done - else - echo "Does not support hardware other than CPU and GPU Currently!" - fi - done -} - -if [ ${MODE} = "infer" ] || [ ${MODE} = "klquant_infer" ]; then - GPUID=$3 - if [ ${#GPUID} -le 0 ];then - env=" " - else - env="export CUDA_VISIBLE_DEVICES=${GPUID}" - fi - # set CUDA_VISIBLE_DEVICES - eval $env - export Count=0 - IFS="|" - infer_run_exports=(${infer_export_list}) - infer_quant_flag=(${infer_is_quant}) - for infer_model in ${infer_model_dir_list[*]}; do - # run export - if [ ${infer_run_exports[Count]} != "null" ];then - save_infer_dir=$(dirname $infer_model) - set_export_weight=$(func_set_params "${export_weight}" "${infer_model}") - set_save_infer_key=$(func_set_params "${save_infer_key}" "${save_infer_dir}") - export_cmd="${python} ${infer_run_exports[Count]} ${set_export_weight} ${set_save_infer_key}" - echo ${infer_run_exports[Count]} - echo $export_cmd - eval $export_cmd - status_export=$? - status_check $status_export "${export_cmd}" "${status_log}" - else - save_infer_dir=${infer_model} - fi - #run inference - is_quant=${infer_quant_flag[Count]} - func_inference "${python}" "${inference_py}" "${save_infer_dir}" "${LOG_PATH}" "${infer_img_dir}" ${is_quant} - Count=$(($Count + 1)) - done -elif [ ${MODE} = "cpp_infer" ]; then - GPUID=$3 - if [ ${#GPUID} -le 0 ];then - env=" " - else - env="export CUDA_VISIBLE_DEVICES=${GPUID}" - fi - # set CUDA_VISIBLE_DEVICES - eval $env - export Count=0 - IFS="|" - infer_quant_flag=(${cpp_infer_is_quant}) - for infer_model in ${cpp_infer_model_dir_list[*]}; do - #run inference - is_quant=${infer_quant_flag[Count]} - func_cpp_inference "${inference_cmd}" "${infer_model}" "${LOG_PATH}" "${cpp_infer_img_dir}" ${is_quant} - Count=$(($Count + 1)) - done - -elif [ ${MODE} = "serving_infer" ]; then - GPUID=$3 - if [ ${#GPUID} -le 0 ];then - env=" " - else - env="export CUDA_VISIBLE_DEVICES=${GPUID}" - fi - # set CUDA_VISIBLE_DEVICES - eval $env - export Count=0 - IFS="|" - #run serving - func_serving "${web_service_cmd}" - - - -else - IFS="|" - export Count=0 - USE_GPU_KEY=(${train_use_gpu_value}) - for gpu in ${gpu_list[*]}; do - use_gpu=${USE_GPU_KEY[Count]} - Count=$(($Count + 1)) - if [ ${gpu} = "-1" ];then - env="" - elif [ ${#gpu} -le 1 ];then - env="export CUDA_VISIBLE_DEVICES=${gpu}" - eval ${env} - elif [ ${#gpu} -le 15 ];then - IFS="," - array=(${gpu}) - env="export CUDA_VISIBLE_DEVICES=${array[0]}" - IFS="|" - else - IFS=";" - array=(${gpu}) - ips=${array[0]} - gpu=${array[1]} - IFS="|" - env=" " - fi - for autocast in ${autocast_list[*]}; do - for trainer in ${trainer_list[*]}; do - flag_quant=False - if [ ${trainer} = ${pact_key} ]; then - run_train=${pact_trainer} - run_export=${pact_export} - flag_quant=True - elif [ ${trainer} = "${fpgm_key}" ]; then - run_train=${fpgm_trainer} - run_export=${fpgm_export} - elif [ ${trainer} = "${distill_key}" ]; then - run_train=${distill_trainer} - run_export=${distill_export} - elif [ ${trainer} = ${trainer_key1} ]; then - run_train=${trainer_value1} - run_export=${export_value1} - elif [[ ${trainer} = ${trainer_key2} ]]; then - run_train=${trainer_value2} - run_export=${export_value2} - else - run_train=${norm_trainer} - run_export=${norm_export} - fi - - if [ ${run_train} = "null" ]; then - continue - fi - - set_autocast=$(func_set_params "${autocast_key}" "${autocast}") - set_epoch=$(func_set_params "${epoch_key}" "${epoch_num}") - set_pretrain=$(func_set_params "${pretrain_model_key}" "${pretrain_model_value}") - set_batchsize=$(func_set_params "${train_batch_key}" "${train_batch_value}") - set_train_params1=$(func_set_params "${train_param_key1}" "${train_param_value1}") - set_use_gpu=$(func_set_params "${train_use_gpu_key}" "${use_gpu}") - save_log="${LOG_PATH}/${trainer}_gpus_${gpu}_autocast_${autocast}" - - # load pretrain from norm training if current trainer is pact or fpgm trainer - if [ ${trainer} = ${pact_key} ] || [ ${trainer} = ${fpgm_key} ]; then - set_pretrain="${load_norm_train_model}" - fi - - set_save_model=$(func_set_params "${save_model_key}" "${save_log}") - if [ ${#gpu} -le 2 ];then # train with cpu or single gpu - cmd="${python} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} " - elif [ ${#gpu} -le 15 ];then # train with multi-gpu - cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1}" - else # train with multi-machine - cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1}" - fi - # run train - eval "unset CUDA_VISIBLE_DEVICES" - eval $cmd - status_check $? "${cmd}" "${status_log}" - - set_eval_pretrain=$(func_set_params "${pretrain_model_key}" "${save_log}/${train_model_name}") - # save norm trained models to set pretrain for pact training and fpgm training - if [ ${trainer} = ${trainer_norm} ]; then - load_norm_train_model=${set_eval_pretrain} - fi - # run eval - if [ ${eval_py} != "null" ]; then - set_eval_params1=$(func_set_params "${eval_key1}" "${eval_value1}") - eval_cmd="${python} ${eval_py} ${set_eval_pretrain} ${set_use_gpu} ${set_eval_params1}" - eval $eval_cmd - status_check $? "${eval_cmd}" "${status_log}" - fi - # run export model - if [ ${run_export} != "null" ]; then - # run export model - save_infer_path="${save_log}" - set_export_weight=$(func_set_params "${export_weight}" "${save_log}/${train_model_name}") - set_save_infer_key=$(func_set_params "${save_infer_key}" "${save_infer_path}") - export_cmd="${python} ${run_export} ${set_export_weight} ${set_save_infer_key}" - eval $export_cmd - status_check $? "${export_cmd}" "${status_log}" - - #run inference - eval $env - save_infer_path="${save_log}" - func_inference "${python}" "${inference_py}" "${save_infer_path}" "${LOG_PATH}" "${train_infer_img_dir}" "${flag_quant}" - eval "unset CUDA_VISIBLE_DEVICES" - fi - done # done with: for trainer in ${trainer_list[*]}; do - done # done with: for autocast in ${autocast_list[*]}; do - done # done with: for gpu in ${gpu_list[*]}; do -fi # end if [ ${MODE} = "infer" ]; then diff --git a/tests/test_python.sh b/tests/test_python.sh index 2f5fdf4e..715932ef 100644 --- a/tests/test_python.sh +++ b/tests/test_python.sh @@ -2,12 +2,20 @@ source tests/common_func.sh FILENAME=$1 -dataline=$(awk 'NR==1, NR==51{print}' $FILENAME) +# MODE be one of ['lite_train_infer' 'whole_infer' 'whole_train_infer', 'infer', 'klquant_infer'] +MODE=$2 + +if [ ${MODE} = "klquant_infer" ]; then + dataline=$(awk 'NR==82, NR==98{print}' $FILENAME) +else + dataline=$(awk 'NR==1, NR==51{print}' $FILENAME) +fi # parser params IFS=$'\n' lines=(${dataline}) +IFS=$'\n' # The training params model_name=$(func_parser_value "${lines[1]}") python=$(func_parser_value "${lines[2]}") @@ -84,10 +92,39 @@ benchmark_value=$(func_parser_value "${lines[49]}") infer_key1=$(func_parser_key "${lines[50]}") infer_value1=$(func_parser_value "${lines[50]}") +# parser serving +if [ ${MODE} = "klquant_infer" ]; then + # parser inference model + infer_model_dir_list=$(func_parser_value "${lines[1]}") + infer_export_list=$(func_parser_value "${lines[2]}") + infer_is_quant=$(func_parser_value "${lines[3]}") + # parser inference + inference_py=$(func_parser_value "${lines[4]}") + use_gpu_key=$(func_parser_key "${lines[5]}") + use_gpu_list=$(func_parser_value "${lines[5]}") + use_mkldnn_key=$(func_parser_key "${lines[6]}") + use_mkldnn_list=$(func_parser_value "${lines[6]}") + cpu_threads_key=$(func_parser_key "${lines[7]}") + cpu_threads_list=$(func_parser_value "${lines[7]}") + batch_size_key=$(func_parser_key "${lines[8]}") + batch_size_list=$(func_parser_value "${lines[8]}") + use_trt_key=$(func_parser_key "${lines[9]}") + use_trt_list=$(func_parser_value "${lines[9]}") + precision_key=$(func_parser_key "${lines[10]}") + precision_list=$(func_parser_value "${lines[10]}") + infer_model_key=$(func_parser_key "${lines[11]}") + image_dir_key=$(func_parser_key "${lines[12]}") + infer_img_dir=$(func_parser_value "${lines[12]}") + save_log_key=$(func_parser_key "${lines[13]}") + benchmark_key=$(func_parser_key "${lines[14]}") + benchmark_value=$(func_parser_value "${lines[14]}") + infer_key1=$(func_parser_key "${lines[15]}") + infer_value1=$(func_parser_value "${lines[15]}") +fi LOG_PATH="./tests/output" mkdir -p ${LOG_PATH} -status_log="${LOG_PATH}/results_python.log" +status_log="${LOG_PATH}/results.log" function func_inference(){ @@ -158,16 +195,148 @@ function func_inference(){ done } - -# set cuda device -GPUID=$2 -if [ ${#GPUID} -le 0 ];then - env=" " +if [ ${MODE} = "infer" ] || [ ${MODE} = "klquant_infer" ]; then + GPUID=$3 + if [ ${#GPUID} -le 0 ];then + env=" " + else + env="export CUDA_VISIBLE_DEVICES=${GPUID}" + fi + # set CUDA_VISIBLE_DEVICES + eval $env + export Count=0 + IFS="|" + infer_run_exports=(${infer_export_list}) + infer_quant_flag=(${infer_is_quant}) + for infer_model in ${infer_model_dir_list[*]}; do + # run export + if [ ${infer_run_exports[Count]} != "null" ];then + save_infer_dir=$(dirname $infer_model) + set_export_weight=$(func_set_params "${export_weight}" "${infer_model}") + set_save_infer_key=$(func_set_params "${save_infer_key}" "${save_infer_dir}") + export_cmd="${python} ${infer_run_exports[Count]} ${set_export_weight} ${set_save_infer_key}" + echo ${infer_run_exports[Count]} + echo $export_cmd + eval $export_cmd + status_export=$? + status_check $status_export "${export_cmd}" "${status_log}" + else + save_infer_dir=${infer_model} + fi + #run inference + is_quant=${infer_quant_flag[Count]} + func_inference "${python}" "${inference_py}" "${save_infer_dir}" "${LOG_PATH}" "${infer_img_dir}" ${is_quant} + Count=$(($Count + 1)) + done else - env="export CUDA_VISIBLE_DEVICES=${GPUID}" -fi -set CUDA_VISIBLE_DEVICES -eval $env + IFS="|" + export Count=0 + USE_GPU_KEY=(${train_use_gpu_value}) + for gpu in ${gpu_list[*]}; do + use_gpu=${USE_GPU_KEY[Count]} + Count=$(($Count + 1)) + if [ ${gpu} = "-1" ];then + env="" + elif [ ${#gpu} -le 1 ];then + env="export CUDA_VISIBLE_DEVICES=${gpu}" + eval ${env} + elif [ ${#gpu} -le 15 ];then + IFS="," + array=(${gpu}) + env="export CUDA_VISIBLE_DEVICES=${array[0]}" + IFS="|" + else + IFS=";" + array=(${gpu}) + ips=${array[0]} + gpu=${array[1]} + IFS="|" + env=" " + fi + for autocast in ${autocast_list[*]}; do + for trainer in ${trainer_list[*]}; do + flag_quant=False + if [ ${trainer} = ${pact_key} ]; then + run_train=${pact_trainer} + run_export=${pact_export} + flag_quant=True + elif [ ${trainer} = "${fpgm_key}" ]; then + run_train=${fpgm_trainer} + run_export=${fpgm_export} + elif [ ${trainer} = "${distill_key}" ]; then + run_train=${distill_trainer} + run_export=${distill_export} + elif [ ${trainer} = ${trainer_key1} ]; then + run_train=${trainer_value1} + run_export=${export_value1} + elif [[ ${trainer} = ${trainer_key2} ]]; then + run_train=${trainer_value2} + run_export=${export_value2} + else + run_train=${norm_trainer} + run_export=${norm_export} + fi + if [ ${run_train} = "null" ]; then + continue + fi + + set_autocast=$(func_set_params "${autocast_key}" "${autocast}") + set_epoch=$(func_set_params "${epoch_key}" "${epoch_num}") + set_pretrain=$(func_set_params "${pretrain_model_key}" "${pretrain_model_value}") + set_batchsize=$(func_set_params "${train_batch_key}" "${train_batch_value}") + set_train_params1=$(func_set_params "${train_param_key1}" "${train_param_value1}") + set_use_gpu=$(func_set_params "${train_use_gpu_key}" "${use_gpu}") + save_log="${LOG_PATH}/${trainer}_gpus_${gpu}_autocast_${autocast}" + + # load pretrain from norm training if current trainer is pact or fpgm trainer + if [ ${trainer} = ${pact_key} ] || [ ${trainer} = ${fpgm_key} ]; then + set_pretrain="${load_norm_train_model}" + fi + + set_save_model=$(func_set_params "${save_model_key}" "${save_log}") + if [ ${#gpu} -le 2 ];then # train with cpu or single gpu + cmd="${python} ${run_train} ${set_use_gpu} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1} " + elif [ ${#gpu} -le 15 ];then # train with multi-gpu + cmd="${python} -m paddle.distributed.launch --gpus=${gpu} ${run_train} ${set_save_model} ${set_epoch} ${set_pretrain} ${set_autocast} ${set_batchsize} ${set_train_params1}" + else # train with multi-machine + cmd="${python} -m paddle.distributed.launch --ips=${ips} --gpus=${gpu} ${run_train} ${set_save_model} ${set_pretrain} ${set_epoch} ${set_autocast} ${set_batchsize} ${set_train_params1}" + fi + # run train + eval "unset CUDA_VISIBLE_DEVICES" + eval $cmd + status_check $? "${cmd}" "${status_log}" + + set_eval_pretrain=$(func_set_params "${pretrain_model_key}" "${save_log}/${train_model_name}") + # save norm trained models to set pretrain for pact training and fpgm training + if [ ${trainer} = ${trainer_norm} ]; then + load_norm_train_model=${set_eval_pretrain} + fi + # run eval + if [ ${eval_py} != "null" ]; then + set_eval_params1=$(func_set_params "${eval_key1}" "${eval_value1}") + eval_cmd="${python} ${eval_py} ${set_eval_pretrain} ${set_use_gpu} ${set_eval_params1}" + eval $eval_cmd + status_check $? "${eval_cmd}" "${status_log}" + fi + # run export model + if [ ${run_export} != "null" ]; then + # run export model + save_infer_path="${save_log}" + set_export_weight=$(func_set_params "${export_weight}" "${save_log}/${train_model_name}") + set_save_infer_key=$(func_set_params "${save_infer_key}" "${save_infer_path}") + export_cmd="${python} ${run_export} ${set_export_weight} ${set_save_infer_key}" + eval $export_cmd + status_check $? "${export_cmd}" "${status_log}" + + #run inference + eval $env + save_infer_path="${save_log}" + func_inference "${python}" "${inference_py}" "${save_infer_path}" "${LOG_PATH}" "${train_infer_img_dir}" "${flag_quant}" + eval "unset CUDA_VISIBLE_DEVICES" + fi + done # done with: for trainer in ${trainer_list[*]}; do + done # done with: for autocast in ${autocast_list[*]}; do + done # done with: for gpu in ${gpu_list[*]}; do +fi # end if [ ${MODE} = "infer" ]; then -echo "################### run test ###################" From 853ac33e874635ff40c49aafe120fc7aae81cb1e Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Thu, 14 Oct 2021 19:12:54 +0800 Subject: [PATCH 29/34] delete IFS --- tests/test_python.sh | 1 - 1 file changed, 1 deletion(-) diff --git a/tests/test_python.sh b/tests/test_python.sh index 715932ef..cee2e71a 100644 --- a/tests/test_python.sh +++ b/tests/test_python.sh @@ -15,7 +15,6 @@ fi IFS=$'\n' lines=(${dataline}) -IFS=$'\n' # The training params model_name=$(func_parser_value "${lines[1]}") python=$(func_parser_value "${lines[2]}") From a9d5349c64b42540d1254c9d36c9c0aaa5289e8e Mon Sep 17 00:00:00 2001 From: Leif <4603009@qq.com> Date: Thu, 14 Oct 2021 19:44:06 +0800 Subject: [PATCH 30/34] Update joinus.png --- doc/joinus.PNG | Bin 198531 -> 192702 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/joinus.PNG b/doc/joinus.PNG index f7bac06594caebbd481547d3415a6fc03ba0b60a..974a4bd008d7b103de044cf8b4dbf37f09a0d06b 100644 GIT binary patch literal 192702 zcmeFZXH-+o|1TPffKsj00FNS|qEsmfRRl!o2+|=!DAEx^?+A(%rS~eJ^xiuHN{}KD zI-$4FdkJuc=l}bkbKabF?|E_G-L=93lI&#m%AsGqyH6@?^0sOjZ_d@$U1VVoE@`nJDkVFT8utMaYOTBh6SZi?2zc1%{e(~Bl zRUAEODth38BoB5I@M4^M%h(>l~gqIL*>~Cx}M^`jQ-`lO<^LJ9CNn-Wz_3( zW3@75gZ$SqGy(L_{?~i{`Tw83?3Vuz`XpnPwDVfQ(EDI4V>G77_s}E5 zO{ESyV{a3XP8##(1NSoVDEf0-M&rQj3WH!if)nd?9+xHz1A>l_uBq|ZVGo&JL83Ah zoCWhJ?8G|HivwJsAz;mA;Vv%qc&39;E8EQ}z#3o;#7a%X4sV~4Rz@=k(=yrq7 z7^=&vJaA#7G9^e}Q1NO!mdNn*_|c-L-jM~J@fTz~Iuh&EAs@lEjH>fo=q;tNNVrqD z#-XSl+sTDaO3F1c4zXXK;x--<`$^|7pg7s!^T#Y&ue=f!=qfh0SB`lxaLXd0);)KA zc9{Oct$`Vq9ERRyGZJ}_h}ci7kd0vTbepuP;z*D?7d$0A*T~Y2lGud@d!4{$ai$t> z17X=>js8L&FF#gE8saBvSvwBj0z^(=UV>CvuMKtl z8xz@+RbKu>(bibMQx^Iw>l(uWXYh$^K`zr|XtS!}Gtci1#UZ>eBIZA;J~gJu`0n;s z^#L5#Dbc)&)Hn_)33H?i^gLD^D0dkAaJ&mQGb-O3DdB6%zfh$ROZFP8%@wr?;3^9% z#->FQ~P$gQS^bJu}E;zFNv>5$-pEh2K=O$oXp zt^G1%HLMAW5Bn{$@X@6QZV5)CBR26^)v-3WU!@e2Hp9RBHXr3~A=zs2a}vftwQI>rqzJlB2}RIo@$15 zq<;h3)YR*`hN>fLqp@eA-6%G7h-?YEPdn(BNQfcPk&*uUb~XC?T#%8G1t zb!VqEFOmxl{@0(R@~fRP7f5qr9zoUV6HEEHH5gPI8>>)}QZol&7z#AWwN3qV`LqdZ z?qSUZXgasA!_-NT_FL0ZIrm;_2Nkb2u7_bzi)IK!%YIGANSalg-n$A0STYp`gQ4jx zDH~dQlufW2$xG4+bxy*eL*l!QGS#kC=up0Vz$9!3+1=eG^AjE6d=**SR9fmcpalOj z`fAmhzI|_TaZ&cAG99-U>x8+0o`jl)b7$}lv(3%)h?6j{oPn0%#)GGN&XZ2j$v!;d z<(2o)0%HP9aMW6Jr}zQyPy03T96sCUKh6Y>3@t+|DxTIKHf*-vR2J=b)~6Zyx@3&_ zh3B)h9zGhvIeBdPvpmlma;SxO+fR^b$IPte6?Hf_?m}q;*yR0$!zLp_?QaDBW3Zq5 zX2#mqoiX80cI0U>6~Cgo$6+0|-Av+Co3@+&{d{TGT?E~17PsevsqHXlBO4nko$;@T zFxi-|*$=$HcTDHz6}FCzCE$pE2q6#d1>eOl+Mcsd9aL6{&zcJV#M~wr<;5gzqX6?tH7pnYA@y96n=szF@eO$#O>4F>;^6;$7^k*Q0Th zb45kT8CnwAkcG+STzc}ulBb7MvwS*7;;X9kyAoiuiVDXDWbJ0Z} zS(b9(lKZvZa@cq%=5bJ#DpNNZh(XDQS{pMMH67%eiIH!*V^51Mho6|lL*rSpxpDtc ztSfARt7&`K`)s&JQ>C-(?>C|v@CH4v;|1aUL3O#m^4W(+bK!HP=qGKN;o>kgw^kPf z{F)zxR^Rcu*XE&D@3GQ=CaJ%>k76M7>4kao;l|`=G53S0u-8}TWGq8<3Kl7ZLOXtQ zq=pO)X{?Quv<(ea-->UN$@xv^4@Uprf%2yoUxv{#tQud3^c|IUN2!;M{!GRHPMx+; zc2B^uojHUs8dG@T=UC>@hUa{xT++8>YzE)oc&-{S7Y6U4eiFlgNL)=Zm{oV>Q1>aFyC^J&o2Qh7rR zquTvCb1kGSKb?m4gADPrv>W0i50Os2n^Sw)LLxx}w(ld!h^d%_eQ-rh%vBQ(C7;C1#K9&xWF{+eNu;e*#czmnWqBSHP)ftQx@p*1lmwZ?TPr zLjzhz>c~%Ol~^Q?imAFsc_sf7@FMp7pvwN@?2x6O`)Z_|CEVv$C$EzDu?fCs6CZ|? zU<~be?r7bhAOmUcS1>*q?rOK6Fzfs9rzOtg78iQ$q*q|wQ2CGB=yyKL$qOF}xDj@S z%iulNzVGq0ch=6+Z)-+AzZdMkOjtgxyJZojG;7Y&QGMUVDpATvPH034y_Hrx+N=hS2Z4tos=a!Q)97@-k6jzju}h+ikpm3fPr%G-P1vw zlaM8Z!uyWDl7v~Xhpv##_eii_Ab=#F6 zI46Z`n`t14ruTjZy;3oYx2gKfR)Rau{8fmg@=Gf%I6WhbeM?YNz@SN+_y?>4XvTD^ zu$$S}J9*1{%!YzSKe86L+>HHJQn2HsA%3<8Nen`)T%GHrtIPPX&K`XCdH+`Y??0x- zQ{!=I#%WQ|{okb&$x3n*JG?$5fwDoV1U2c0P1uk2EPJO4Z5NXW*-foxe7}~ZwVYvV zpAv^MU(?!`cv4tVB&+<5@^R~>tpST%1}PFN<`u33x8pDa4XSUvs2VCFCRmrGYoFxu zQ9nHk@>}Q%eWY`tf^D2=e3eZV&hJBpw6^T6QM060p65koEL3@2OR_v2unxzFA3|+i zojsqGSaILFuIq8@j2qn}+cCOc?D{>zf-dlhFak<={KA}`i+cT~21D6%xRWwR{M3kC{n5+A&tih|` zswT0j0~>!k6pUE~T|QbyrmHtYn(5#>zew1w)w_QCq2D2i%)*au5B%y|8RY~+r?X^P zcsBfUK|Qs5prr2#j8=z5B)Dz#TGs~{+^W{2;rUl+iD}Ln+I*rE(eVBbg(8PPOm z_LdR~UTExhx{<(!?uWjvsCz zWom9YmrwUloNrJ`ePOBF*ff1j;>CZAj`n=}_?S@hlb%dz7vJEsi#(=;)Z0r4OIS^GLmD) zDawpyx#ih6s)LM_JwF0rx$ecXtbt4J*KE6N=I`hyJ8MaS-liW69TIl7Lnrge$l z9_={_jFk;4E}=CnBbw;xYbIE5*a|JbNXAML)NE|?cL}4{ypA2&NmU15p{Nk%Rb5Y7LsRsU+gm&~pUCH>CRwZ7zjJS@j!(N8xp}$Ip%OJtY7CZx zj&y%0m3lCK&{Zh2hLnxpf#|-GX&ABDp=-j}-fa&X*bFd>pEW0fR>{-X7KCv#Vj*{& zejMpo!XxJ49fO?+hXXiilRtFv==oPM#V<}26wbwhei8{wIOQR6+{*_7iGLdLyx|%P z{Or#8nVb?LUw0l${}A0WOOR3#J0TnKIQIR(E7+IjfmZ2){iw${n*?UXBM&G@VKo%u zx$~tOM(#Z9EWFuFD|#_fHT?$LQ@L)C6C$y$o8Og`AB>l9$om26bWEMO=Gv6pKSr`V zsBD}MoyQ@bs}4GUnfeYZs1R#s{N+Ed`WLR_0iVxl8=eakj4TS5Wl#L1c5UCSL3uIq z%Y~-Dn-t^Ewzch|pLfB)XleDh}VA6d{M1cD%0DaVBz;%=@~pxHLl7Q`zd5zbaZ z`Vpxe*cL?n1|wZH-aawG^sXY|y+OvW6t1qwKc4|$IX-rM^TzQ-9JWA-W<>Jf6Gw^< zhT;AD_l4)VOb*5r;0yWzqA(ZeTXEFO(Y;Tbl|SGGAU#0j%~0m}>;scEK2Oz`Ghn|5 zXWabvZv@;kL25ETBdWEvl@K7Ks&SdJQOA8v_E)T_pF%RoI$69$shCBV3v>Q3J*OG* zzle#AJteG?ALSq0(3Z~U6W?D}f}y*r$EPkoN> zy_gVziMJn)f0aVM?h3Oz`-8<(rfi3pRa1Q&7!|-!P~eC6-Jm%sZto0>ZwIywcQF{- zEkwVW9mk#vhLp5u7Y)Dn{gviHh*815?-ldB_sy|ug(oypK+zt+sM+)&W(U|${LVgW zImTr!v<{b7U>%sN`Gc>x7XJik__~ciw)Z=L@Kr zGeb7!5-NetZ`Xy4^t)7kijKbRSf?Lrz|@)L>#ufA*|kgEZY3-BZD$zt;~X6Tivugo zaXaefp}Zp%mb90UiS3iVV0zRu(9+tnq0uT^7V+Kq-s#0eTiKWeekLn^Bp{O$u1m>U z`ugjq^?(BaMgInNP=R0ZGbBR ziOOET!tLT~$*(i6ot(SiJUE9vDZsWyrtGnqXfOKl_K;EdNwqy4*7Ns1U-Fi%8vlT4 zGxNlduVdD$uwj4)G>}Qxy)IK|61=vrY8mRj*)Tl%j+I3vfkf*(E9*Xf!SMWk%GsKk zG|uCWx!O)VD&l7k4Po=YA9z~joj15t@GGX$(NPvMUOhT0iqr0GJzh!;2fJvsv0$40 z3@24`2>2X8V|lveYL}A~Bc&2<37B|^JP0rAfsu2&^?#=6VGA;3>1qG=b<=GtoxXSx;Ji zzKrL?DfOY2&G9PgOZb{>a1xdECU5AH%;?#*T+!0e@#7^yqtRM=dc-P?`MJY51h&z0 zq|A&OOn3qaIXU@;leU`_&9oo+ljcVT+t-p%V-`RkDy#<>T|mqr^R@WrpAKPl8(~*o zJ^&);YzL#QW38foLGF97tWitD^X?G)l4s`TFJj=|42m4V!39AubY|34*d~O+#bvkzpdCUy>B7rnhTPEZzw`>@){jThFonSEiZo$S$f#tF=ve)KAM z>loEpSB)1kpP@waDQ(_()U|)TkjE{Ws;_4$i0Jv}S0rasw9x=vNNn(FUUC14l12Zg zdjlpP1wX$%wpboHri+yL`AaERA=RAXNNkhk3hE0!R26m)!$NsuSNLkqhm&V!N&Hrl z8`H61NO4D;x@i*+h<5h0#49b*bd;k@%XkM5*-BnveRlf2S*ewliwEBw#9uM)N_JsY z4kr+Vx=1Y35u;^uM(7y#o+c`Cq!xs1;!DmTg60JeS&B$^s4%w5$Ss|;CeM=-O_JT8 zqVIo}qdxFr*h|+-ZMsyt!p7vj>Z>a!-U>vaDkw1V*o{%a+_8Q)1T0|Tv6uLh z?{!jrO;Q28nTOXC2^J(1Nwl<8X-#i$n97W*$mKb@<&|U=K<|~a{*wD_dNyOo%Ch}U z`uW@wp! zigltGgn4X^YGB7}?uGO@()rTItH-RtC+#?GA&tXu-jsLh5i1EAs&lviDgVy$Y;m5W_)%UJA=S&OgoA9S@9XPXdW*(V%Z8I;% z!gZN&IfrL>`bZYcqPM1p;Y9pLBtcky`0QE0u)WYHsXFmnn+r?rn-x9E&$zNT)%W#p zN4=sMDI*E_UBwI~DN64ShWAtWxwX}9Z9eWYVLEbs{ZK;E`gL3pAC&VMbk^IOG_rKZ zVzOzM8u{}Oxdpdz>MFgx??KZs51(TCgK}u=GQ48VWEh#tM|d{QMu^g_pH<>*HJPz_ zfhTep*UG+mE++0T{%96glA3birKeI={hnoD;o{+$$#HaP!G@F7)k%Q1HsG_&L=fDR<^W38c!BmMqqs z%75j7lZlyu$ENz=dah-syoMKAUSiKxy%^rp zjEHrkldi>lfJuAqVyXR(mz=s8v2S>D*E~4Mn|f-_@_C0)ehaS#27hy)*IY?k7r!76 zifeQVFlGa?{rp)wkJZj_xvR-5+e}aiv9t^44g!BlScK#hJ9>v~Zz;#cddQRU1D{z! z+t^zE^sp}`Gr2%zf3kWe=BGW=;pnpy`o#EH3uAU7NLCa-OcWo~VO|!Eh}y$<$mD$c zUN0kE9e;~5J=GA!;2$DzII!?b2ujtMeRJ`m5qtg4jMK!;REsk82mU0VEeOwcn4CLv zUSE9IXfSYw{n|v6we^YobnFU-?z4`#s`kzaqdJq`WK|hta9)CkFsFEa{pSxp07-K{ zb6(MM(m9y(3%vMcwDWTc2A7N?3S_zVOF}TDg z4+LX!XDcSmQ@eR{r1ml7Q4?orP~KM{8M}t_cx7-p90a-12OiLr@imyjb2iHKx6U7) zg=Bab{Z=l@g%;4Bn=*Cw!6csd#I5?oAv5$3Pvc7)5t%#^R@Ck9jZMD-7^Rfs&srSB z`7oLVrJ0qQ7^-%V25UVS!0oeV4C{W{b`#VkZc@*Tq>=dwuW{s0FL`vjODR%BE$!~M zX1Y{C!GK`NS{r;4`YdKtRcz?u1r1=TQQF(?Y1nN<=YW;q zskm7X;p^dkw-ra2T!{E*$RpB}!=+r)?Jwz4KIRv&cyf z6lz#e{635;lwR6Y=pv)?r}~l_4#q;+b5&i~ZWho!8 z;A%{4(nrDr1ezrcrUWW*B~5!-+%xB=o6b$0oAFf{^`RwHJvrk04=!PlXVag}yb!$G zymd$mfGO%`AtP6*?g4Gv`}|n=bgeACLKe)?9w!Y*T15xcdBWGSr~yMSL1Gq#6Ta#P z>GeL}-Ohc}a1Br;2Fd_LBU=uqaYjW)uh#*;-upjK3sb6z-#R%}*g1t^7=SN8D}MZ2 z`4UqrrTlBrM3HFdjK_a+uAhVU_+F~qz*d_(cL_p za_4T`P2RjzaDVZ^8QUt=vq*72?isIzi~()fp&p#3lanDh{lB?YIpw0r_NfN{$16$|9HadbX|$XLMS(h&Y0p!^)z9U6Gq!p$wT9;zj9-=jMRC` zH7C!#GPLxd*kB}Q61d?IEBB!>5+TW&p50w_C6Oz(ZUc!E%TFX&FjV1px;6kGXjM>x(`kz?<9{;pV1rA@)C6V5i&GU^- zSesdhlhu#z#Dc-7`(MzSmZ4x~JSwav3>V#bfpr4gulCX5@!C`aW7Q;z5w$tx`CL0# zHnu2|O$yM{OD6@t6WiqIgziBbuC||YRspaYesL83#86I}*E{pCxxfk2EN3a&l`~cf zI8dLt8|iGlb`w$GK-wUn#Px@t0T+@`Kz^L^L%5aF=x4xz^D zEXTj(iro)w-jJ%^LV&sBh-u*_$FY(T0zSowG~*=!&do;k9F+$!1v)34v7xNR>Ps4~ zY)BYy2;hpeEEh+e_B|p?!b`!)sOZf3D#ffFU^ywCW)FP$ogM|u9)^RpQGeiic(-?T zUGtgvr>IopkLk@zo2ux1wdgHy%__1U`mr|e?C=%VEHdCvn=b0gZbx2&M6IT}asSIwI?3x~#iiGM%0E(BeAH7YKLjWB;B;b=QfR{GvZGw~`sE0iMmKvH%2_V;hM_lx zp^Ucm{lC4n#H=d2LwEsiY2BEt+xDZaPg5Q?jo+DaNtBk0kX3vDfBR>600c!C`0%H4NW<2}tgLar=Oy5=wjdgJ6XF0@L~ z@F^@;b@lHs!D4i+>eIKBAqS`afbqypz+ZY+j$516FZVr&mWYCp8SngX$Xau(WC;ib zJ`0c_z9J8fiO5_;VyZ~M}tocOxFpG-b1?Iwwqf1B$1mT~r@7ro9>ueA!h zUfyFXDxD=M9UwTGgW$zqoN)%mF1XI34!n+q5zlc$pZQN}Ij8^l9gt zFIZa~+Ajizx1C3hkC7D8aO=)Mv}NWm@%lwZ6YTM;f%BkGqz%j_<-x98YV}^PmtU83 zE0}4W0Zm+7Zj27Myt6AsXFN=Nx+AY%$KP7Khaq>?+rowV>S~LZbr(LRmaeOe>3QTo z%~y^wuNqepg6J*^RAdfmywZmxK9Q^Vk*d)niq-&QNZ5l2yRmDcz-)BVTl;!NZOByG)1pzBog&JFzgB?&+d|Q$N6C=;bLSD)X*|{vsgOE zFO|}7ct;}CtweeYyX)*K0fg|?&&kiXPw%!hvd}huHGyS*TSAw;Bd&TuGZLh^LZf!U zktGED=>%W;fdW4KOKsA~;Ug)=O%~#X#hjMjz$+p$4TSk+dNQiv9@?7euP-+4=gW?+Dw)|&cclL{Lup4G@jm@5!}HNeOK@$ zL&yBMbEo}8ELNU|7^6C$pUT_m)o0DX!|t78t8xK*e6%m4ACIZG5sb8a`ai{a=>J9) z{$Ggm{B`7Cc*Lt8`Kz7j4p5FAw`1Eof>Mu_*NDz^{ZCR)mACjOXAdXR)8jD0bbE>I z(8nE=-m&986QNgr z;R1>{2=-fhEfdD1uh!gCq(3j@jqJk8a$<N$EFZR4yJX9 z&(Dda2qB0zVqY=U%IcvcUW_j!pZ9eaY*ls8yO@5aVy)T3{||1&p6D!)553ct?Q?ET zF)E^vLA2`~YjKj?E&SkI9R2jA&iS1*Nduualh&}9@Mfm3Hr-ePyWp zkU#Hn{1t@xVbIc2qq>&KmoPi-Qwx9OH?i$xoK$fm{y^+UrIJU@sl^+S$d?O2UH!~_ z=0BeOz>7w|bsKE3U?t0M+rZu46@2Fza)T%2=3-=N{yXY?T@s&;5eVrrw%340Fqjz9 zsuE%r2hm;A6l!1X+Z|P7D#HxQuyJG!lkHg_=nlI)bksjn?oNoVmUjs zmOdxD-XJtgkdR7!(!x)1y@G3}o)!?BsQ8NXfg0aO9L=jm=X#_EiMIAUnA* zjG$e1A;FnayD(73v0l2w`BWMr5jvL6rIs}FzJIF6TVw%n0{e|m^gp|uC!CK`c}e6W zs>KeXOO<%hA~r#M!FO|RdNF@?@2CA;+6{dtFZae$Y>%djGZ+ZNCtit_Zxg0lOv~ll zVT@VKTDDfe^3jYMt@OH)td1=_`Sd5-OP7$Ihz* znFC*u@$c8rV}xJe2JO<{vnf}3jCR+!v*r%{&+&qNxP73|PcB71G^-k4AGk^Nox;-l zk7*e<*6}=VmAZJPUw%lZu2O=l!5A3yt)R_5qUKk+aJ_VSXeQxwy)rI|ubvZIRZEMD z6Ou2Z|6JLD>1b)$5ecf^qNJQAo-wEQ-u$PVtx;Xtc-&mzUnv(@3G`aV`RZv-7iuJ^ zG)L2m^UVup`G`Fy)VXb697CjYcY^_SxcJF;9NVW&;C(JK7H1+sdZfVC^HIv)H;#Qz z7MTObpY}J22~u{GmYU-{*dme{;GviJsH|6<(fcIFI~Y|rIee@!8H=R1X*xscxvy7{ z5!Q9*fn35V`@){p8-Oe5&60cp0875a@P5rbn)U(3YbHxvXgd%YnW@8`J)vR|UmJTK zGfJO?pla_20)HE|M95`$;j+a>A(X7KF)@MJPRo7&OrXZCUqlewGr@Ci(_JXEyYY5R z_oYi$FD6*pVLcC}a2{7RZ^>jK|5d|oE+soNryO^ifxHtd*-m_zeXO!&sA<_Ja_)MX zI_FIkI@%*q=wBuUGdOCc1<5P3vcOPgGwnd|rs0MSCzrpGDf3Ae7M3`mh!2AdiL{>U zLNu8l1kC-SBD&{vW9mlAuoX5vhu`-<&W%Ld-zW|hOjN92cx>BJs9%>>k^Je$HDRqH zxbw!(2RTWzYw*(;i(GPqEtFV^%Qz1c_Cx_X~%R)Cv)3w>V=2s z!HBUZmf)BIal*~^D zcJ>ei!^gXIOj`+-g)MIyccR6|n+5ecfYtL6#GJ01CD{k&5f$trUFV)#);(Xq@Ah^+ zGCc133$dpum$1q!SJt32_U|KqQVm&3^*&e4s)`51SEFeqJ8|n08Uq~3sNK}c^Al}w zz;~&A3$J{OgeW}W(dZ&!%SlEtOzjss*R&)eika3?j3CBUNU8WRwRKHxoq(*BtZ!u> z`W}{b&KZI2XNW9P-Y+7^pRuga>EY$;2y-dPL@s4l=yzV#;&_QW&$@*dTeL{(t9FJZ zH(sygDtqN8tRrLtnACNuVD3}CzXD=+?TifaHURJ2NZ={&y?)C~E1=(q@neREwP(Uu zMK|7qCQ9rJ&J}EFBe(VunJPj+BF+r=(I1mGE2UWVh(Q)o0)^U-FWA45o`)qW4|Ci> z3=Zm;?-4g7iY(#wso-d|Rs?ZLDwP!Frce-?ND3{X7Co(f9k9Y=?UqQ1{QIurMD|?H zf|TnGFuoSzUmuTz;TK{l3`U-iv~11_qmF?)n6=MNhC|wg-y@T2VQu@}Yn~KDubt%} z_xcBZruOdIgh%Jk&5%#nf5P+L3$jz&EsLH~5g3J5sRc1b(-6dPAHO`7kT%U=k&lNb^tj3!p zI0aVTlix9m&h3h2`()|wQy_gYWj|Xr3^W6A#`dqI4vfFCbb=YZmTf$1KtO-=%C_t( zA>90%Q{zTz?bWF9XE2P;lCI_>jRq@oCLSm&H7q_>O69^lb51y=tMZvpMNjVg)ACk;U#o(mZ<#tv4-j3_6`oKT+fvagMlZ#|=iQh5bk{*Lto zQ$%dCr8RO!lUgHPi5(cxmf@AmR}in+i~d&-g7W_kYwfrkUxYV}x1&sNEOhhLg*P=N z2J)hCH6V>znY-uwj;F(>B_~QOY_bW9O_utB_j&A%6S_E^-8@M>9xfoA%88mJ_<$tZ zN#?*8OdWak6*5RRG2uOmguFAS(PMOVLxu_2($2RCNHz<3xr*|MY-C=zQs&Y=t0@k% ztYC=vnGyk4JUT|WY8j+d@hAl^ym^Q{^cb9s!$WQ2I%hX;V5GL4&)&0Tf8govoiY;p z@({XTltYnMNa~QBZLs^zxOrnjjlDN?cDT&exeHZ{IOA2u_u{EDLxqF71UMvMqOS@CLEEOsy z1PQ$pi{hE9e&+cRF!|HRgg2=k-Kobmm_#Ec-*SOvW| zz@I&FmH5Ou=>k}_j6axtymE>Rir!>9=cg5_JdrXw%;#P;*=FbpJS{lI#$FFZQ9F;Z z8&d#L5<3c+^E>dV%yuD>qVJfm{5c$rINVL)DhsMU9`Dgyaf%t0o&$l6FE~`4mbSK3 zM99UrRRP81?&z+np@ObC*)&oA=9IY>>6+>aGu5V}P8<+aYiBRAS(z+5;IHp@vz@=F z;>E1&La%rSgl#oo&PXjv2HwgoVAU7PDQdILjpBRUrfp08)9nw@+KwTCS?x;EP+X7}rv;fQ(}viEfjH3@Ci-9(1)22cb+DK| zB^9jC#3xF>9sfN14uPFpS1H)*vrha2z~LY@xmTu;!q_s*AH%Ddr%b;j=Ga*FZ|)J3 z^Dy=00+kbQ1E1@|XzDQ))VcVn#!3O{qUr;8SzmA1Q|lFBM8lz*7@aZEgH<0x2^mhy zsa~(J6Oj#%Ypwmj8!1M3%;6YiQ9X@BigHOs(OpnPGin;dv67WK>6K=kyS)+udQ<_~ z2cYbfYQ%+9zx!3pXumydLo%fZ(UDyGHmAAgZA8$9NxWF!BZ~FXPXJS2hb6OI8uIl)Fi807NEFWy3t7%+3aL!X2}- z8SmYEM9B(<-u3uCewO@K2Sji$1@**pozeNS^p9ACZ6SBPgynJhs@7AV(v{tC1M(Fmx;I3rj6 z=sEdJw}Vl$x%o(CROYh|EsnbJbxqV;jlM6ZNPwB_nT(fuk_*)jcHvwFz@Mje#(D~c z{2spT41)?VgwAFeBY;vWjLR=ei%PZtQJw1=N)c+;>QL*gAXX3rqKA5SdFX&Bs*}@g=LvgKO-;?Djgs?@j*6TmT_x;b zna-yjOS<&=fof(~`Xb^RU!Mu%NS!nH!TR{{FiB89Zhs4VafXdcOq5Q@1~Scy2$MCX zCq~d!Hu7sPDDPL%#8E75eY?W@($~0P?DT zWvi8-unF|*&Z!3X^eAY&S(s)FVg+P7^ju~>2sUmD~fPODrt-lvW)1(fmUG92gnxvF(39iI4-quZ4HF7hZEcuBku zoxOv4JvZKK>FP>@nt`Tvhww-qitU)H`YS*OF9R9mCE3GS;X;K+!FTl>`(<2?(S}r6 zYavQZouFf)?->F!GZmontsw8CAfO15NyE|LpddLG&s+bMP?>kCuCJ#6d7$2}%c`c# zf}cSro^5)wT#Bq4APx|a4t=l*mP)D(v6M6Fa$(?fIkz80#Uvr^=veCW~j*PsZPNikS4y@iaY@hJhS^6 zFMi1I>^8u%MIelITT)zFn_W5U7MMd@$`^aeM|(LEp{Tl0w}vo*idQCGOfCCB|HtD+ z3#(_Z>497Xm;r#{OE+j7i-J)ptX+NR0nQ(FqBVpe!1X61j)SNgKQ$PYmuHzd=TDBWD_fCm@ zp`XNnj67ksMi)}TPk=+JKqNUr!sxz)ciq|51l2(xNhbZn<00d(LGGJy#CjWS5QhB}5Vlm_ELvDl zfUvgy(7H0+9{z^W zciqIsrsuInW>Rj7EpLaBz5R9VnDp`WXAc!{RNjs&YCyhiLo{BQ(c&K>Xl7&B)%-THt(2%Y zLSO3tz^i8%@1=Kq=-o>PSBuV;d!mRK!#%Bixi7J`azQm<#_^M?CAN(<&aCHUF;~=_ zuxeM~6~T_et4mRyw?;{c@{Hs*hVLi)W+Yw3WoV*@b9SBRG{gI@_)^{oU7;QcoU9rx z4rx>`eBD_8ZUWSPku`TkP)+hAA2>x?8>`r@w^<&I<&1QMKh?%aSju+Z7UtU&9|WG3 zswVQ#BAN80W8QM&m~k$K+`9>|RrK1fRMG=3^u0co5R-UMOwb98D^)?+vhFp1@XkIC zNdWQYCp)Q9FL-Houb3-8oC_U0Q%uzwa3D@{WuvZyD)2qUskw2T?J=uQncp-V4R@aJ(H<3gA%py|+W=R5L z`$cH!upH6m+zT!&_4^*oXADN$gw-g-b2=uhm6cPssceTRu+)RZ7fN}Ue7})7&>L#_ zNJIRcE0@YcEb;>ZRq_|Uc&l4YXYU2CefKJE7&(v~Dv&yv#4W%J6mAaozbzK-ZrQO8 z*;F80a4UGtoJ3o+jTC!g&i&(!mAfM+dTag3_+2y^Q@r!DoTfN~_&Me3sQVP_4!l`A z(Cn_iV`TnbsSC-^-5T@559l9fIh=}E70b{FCOSO2``=mRO6mWry3V)kEU%Vq$aD^E zvxGh+GYJwpLw20=rfu#`4Ee(aj_Lxs3B6ov&{qtBQW|jLpi3>&Fuh55Om%l+@?*YG zfqYByw_v#MQC)fn`NsEFeHkB*s?3L4IZ+m>9dkV#M&5}{=r+$6B~w?|NxtAxibyr! zyH>;!5{-&m`x{!bn?Glprj(BM|D0`dJn&u>L&D^19u9doLIxgXi;-omDd{6dygP_D zQ`tvoi}TyMNJe%ZAgliFJC`O3!kb37C~jd5l-1;hfv#H@pxPVy06T`#jQb7ok!AW- zB`3g+jr5G;9pS<^44jFUAo^Q&7$?dFYUSHtduW3-EAx@j>CVxSGZ-g|bwG<$bU*f_ zM^x#V*$A)NhDWbYMVHh8@^`(xdyBlVPREF3f`yu4u1Q9e7)>x~?siJXc_{h0&8<j_!}dLXIko4C5u;P|KOLQAAL&18J=-DF+w7}5r)=PMl&tQJd5_+m`DRJ&vgrHpbMfU^+6 z)Y;0sP5JbTeTr27GTEwxP?{uPjkK>}qCgcayp?BTaS;!WqVi8hE*5E)Zk%CAfCd{25~xr$NQw!SBi zI591G z3jtPvB6*@a`NTS)<*{3$v4U4?#-_O_s3&j!Kx^<3lq%LQ#7T8V%YwFFVhU7dvWz! zOP6>JSn=RYL~8L8HbiltTo2%e*{4OWlw<3H*nwM3H(~sqG2E$CKHK%5|jWS z?NZk3pktGtJ@JeVYyB1`uCYqHqmM=bsk4ep1vUcajv20AW_(Ef#r zdU}qj_99r2Uj}pJvMHB{-n6V{qtOH|6)&S2u-hxal9S|cEvmHFPeFZ>|3!o*vGaf5 z7eE{2ztvNAZkfdE2g7hZ5>WgeGe|Gz#M&UIwI$K{J4dVaYWTr%4j&Ph%{@*!aIx(d^2b877)D2Ig;$2 zZO3$7&-%lT=KB|sO&vCp8n2nh@^*wyhq%x4g&F^=>vD*1U#(&TF!C}w8*o#pd2CE) z`wj#ZGYcx*7!E*9AVBdGp_Pg+bKD!48}|!rXHKyf;*i8mPy=XQ00IRMlQoSg0BI__ z2NI39%#(iFhr~AF7pm7v(RQmpa$skl=jbk>74;Jq%gb!A$21YkWl(u;{-(@z5D*<4 z844|azob+T(jh-_h8J$&QahY}g!7)@Sq9U@6J>LQGwYI_=M^) zaL-MQwmJy$kxkyHdynfYBJH5*;#AN!X2S4ayf1f5>JzaLU;unWsVPbg5QU@!qsUUmTV#r#6(`AFj^6hM zYH`ok=@1N?>`g%6nZ~n(*NE^7Pa}PlCIONpe>d`^>m&sTy_7sWLt{^N8LLDEgR!Xq z+WsSdW6!Oju@|lKvc~r_SK{R4p$8o?K{F^yD6b^Si|Q@k^B$D(RtXZvat*UwPE`pV zX}OOBaRc8dy2EYbJTevV!vlYp**|US9hIi*;d_q^e(aN?1a5iN3ZT~FT%pO67OixQ zYbUPi4_SWDJ9|Z!QUOxAp-mKagX(?Q$_R;+k3kV>bK%nh2Hy!XFWrYQLX8!A<5&~O z@tFDQ&+6^nP6@upJrYK{^fD+)kq3*;d6^YX0T#-wb`I43BvKdbxA7q>VT?_WkJh7* z&@2zD)ArtM0ts9E<}i}JoYdPALHOt^xP|XR<8A*dvutRU4{I2d^Ye41l)7r-)v zZl<0rQBld@OV!!i*IVKOn+8amxNZ77Pd^Xe?yvP`d?QiR&Ubu-oObdTXCy|q^MOLN zB9Y+0R0CYq4ee?LJ`<@^a^{97Z^7qlLaxUMi7A4mL|L3JDeWLf`62 zhwX2n>!@-o9t0gMQ}jn*>Fu=H9f|bW69?7Y3Dsl)jr~lgjW4%%JA2P$Ul?B*aZnSI zeQJcX*mfp8OW{41_XGAwjO{XMi{)}afBXSjPqt((BZYQX|0kXM3uPK&5c1jBMOfU~ zm$Sq{sOoIX((|?d2Vw6WPj&qMja#7*nl_a})-kfT>||83GU6CnSw}clNXaN2JEMfk z-m*s_$Bd4dJ+k*+zw7k*eLwd<_v3q?M}K9#$7@~Bb;)9y^QHE;nq*Ngkb<|GO0URv zt!`!B)NJkQ^FbkyAd#5)p%vMYWLhTk!#i|e?Hq=BByNd=;fx?+R55yU4kZ&xP8Aml*?wtQbN_31#AuP50!mYsaDX5-lZw!t2l zrgZ8B>3d|Kik&_z)QPY^L2jjFY~T5aC?+%=aG!i`3(llMo>GXYi97X~71PbWg)E}C zmoFs;A~fv-=9VKkIf+fJo|Q^2(uFpqkp9Tr^%bI@TJ75H`n$$Zlexwb7M+Rv_{)B0?$tSjY6}XlAZI)_q=XIa@HV%Hs`_52ujDdPMX(7wH8h zo7MgRLb=Qy=TXh`KOz7H{i|v4r_dPYmkZ~Rj&e}=Ph!!DvP$_~FU3ma9hp{1N3_o; z$_X)LIIQlml59+`cqAj~L9OFT*?ijl-PWn8rJLlf%#U(%k}_ppn7;(3e+l(AW1FTz zo)Z};noMFB_Gi>bzq*JDfF7I2mFATHS*k!4y#Qcus1huSZ8J6ErWLn}5q68V9N!222Nl99n)*v}<;zr?9adj@@8b- zoF{CY)b>7%O`}%v;HlsP0BAe7(7K`tQzm=DgW+oedccnq)^iNG9G^`tbn8b<^vfbHy+GjXNVJ1V^_p4 zfIgXn{g`VvWM5DAyU(jnr@53EF1>s!qrg#M0`|`(mMg3ooqa*qB5DFenouuF40G(!Yz8aPsm!h0D9>h-dM;oOrM`(WB$ zBoU@7>>Xf{;v4PV02o*1nkpl4zZdh3hY|4Fm>yulyd3cIT&XEENj*l&*U+ozw*_%#J*UN!Qyh1xRJVZHGTVZ@B~I(;2=_)j$^r`czPn_R~lGQ?hh{>Q3cq39fvjLlU2rQBSu( za6h`;x-a+9v!5C!&k@CGQg=M`RSs4gsV8HM90PDTt{w>wg^W`clo684V)*opf4DM< z&V3nTMU3vV!?k8-@McwX#6uUK9zyQgOd^Gl38^<_$`hAN5|Qi;i}$C^j%+f^a&w{lVO(o<&s*`rYY98mQ*N?{lWZ>b4f{geEox(6{V?5;IlJyXLcs zT)|+T-FY<2y-}dMC{GHE(D)?liP&9`lMvwYUD<=uF8G?IVwQ@biolDu7l+C^A1U^K z5t6PQ26G=V>n=g^!SHND9J(EuqodQ((h=-~x`l`>$LW0U4Rb7bEaNX(I z0Vi!JcWxb&BEHr(3tJL^?}h~j2kWXJ)Xw2GC{5KnBMVkS`n3<3P3c~UtyFD1-J6cJ z0AvB&zfP~@;@?7UQ~CVYtkriZha^BPK?1@FMcTxBh}2 z>0~eE9*fcLYKoOtbU;O zA;*(QpaU)dccq&|(yvmo{)4+><0Sv0dhibmjC&yUCkaSe;_2{q4T0&nHDa=7R$G%ozp&T5jQs70c!f@%H3jx<^ z2_WeK8vNB4@EJ8UBzyj+uoC3y_N@OZE7OC)zTri!_`}lTl>XN zX-N9NxpIInW@dJlmISr)PA}_0RWB6Uu=dOjUQ`JMVZQ6x48qo@P&7i_2kQ=aoT0*o zZI(M)6JRB*fIphu9ta1x>+}d}=0q?lE2ni^dxJkiJ*fgj*|Dq=y@o@ygU*W5k|1M) z5d)zqQQu{z9?oP(v8xSJKFRA-EE)*H?J?{+KMrH|f!z+4Yxq0zW`T>~A~y7EqT}J= zN$r^{?;gf0to(oP6mFC0bJ)Q}nbYCxSshCiNuwOSFO5&asOBGnHa%nSoLJ5+;9T{~ zD^g&Mx)QpWO~RbZQ*^Bwxeh82Oc&kczHrWl^~hJZ8{~^o35L9W5ybfc@&;bE36J4+ zbS$kKI28vax34SNu%>Y~fF=#Z@=1<8%G3}TmI@~jy(~Oc^V>B(X#d z@yqNJXDl*Hj`4e`ic!wiDginRQJy*Y_ySdk6QvdHsJ6Dw>yH9#Vn{kM=1NbQwMQc8j>3e-TV~HIKgjSdt*D< zC+2o<;~^t}?@ih<;qN(}KCVig_Z{JN!bcKQCpSrdy4}xom)0)xG3b)#2}F+H;)&JW zt5djGOvQ74$aTP{jdcM*Zm+#Glq(N!ylV0U^&p>|>B~JH?j9a2hxs1?pVlvnH3&)o zpNtcHz2x?McxqP=IVNY*g@XR? z|9yK)gd{QOq}aV|$lZJ7NpN6)ilTM`HtXRsG2g7EO5f%rPST}c_1@?|6LvWpk6wn3uGQ+I7MkSeoSQ$GdqH{Q z957T3IRL0)g7u>^uG+%QP{FYS;gXP9$~65*C<0ulU5;z`6Lo$~Znc5fx?r>Mmqijp zS(-+(jH8|p^WF^oSd%1KDrgY1^|PZd?{Vb@SLs7G*+1@vsmpdrPLlCR6-TU5kVM=5 zOwCr>-&Qa1Cdj{D3aKR6Lp3$Wp=WuQVR3D#;JSuge`g_?bQVfbSF^A`r!&J4#g*RC zKONt9Ef*veNcl?UK6kj3KXi>7skNW=PhyTp!jR42Txom zuHkHQlC)X$H56z9df%X;bW1e%JaN<(l@N% zCmLT6Z+e9Jj(nAP;#m9hEWhT`_WK`qf1Eg^ulvOK%)Vnb*EvCZUg$|1=N*|$!$_0) zlRih@YjtEbbmy;~W!+#@nm)(?++@fbHd%R^R6VR#o3W7*w>0G)&~NQQC<#I3BPOgQ z>;q>_Z=NGTd26yPH~Rb_1kk_oo%ZW4gY?A!W0kM1mtTz28YNi8{}I7?6o=-cG3j}u zff8LgXSUu|G`Ymg8R(p)eCh9Ey``Uezs8*tOFEUrgVhOIdcPD|8d32OX^I1~Z0M<= zbb5B0c1B+@|Bt@j--Y|c>%1aIZbdw!6>cC1tQmAY!y-ZT-l+q+YH!S2Rs6Ig89}%dFa*OUT zioY^So@hY-uI1#D*=*g3`n308&liRpl7Ngwq-h^gPpxwvFxQ@cd{jiZ7q0Q;*r(A) zMaix*vT(G1!!^~9)n}gGO!6Uwa?Z-n?M1j5cp-Ps-q?6FO-X|qYnr-C$)(Xlw=ldK zWQ-TFvA_l@>EKDD&IPi2x5^V%?^%{l20EihPCMeA?p7$&rGD;89@ST8>?z4V67e&1 zseVvCdHF5+%k8vFH@I#Z5>m7pokP5O6{9B{C8)>Ko+JE9;HK`&mxeDbb!ZTu^IzvL z@?kqVmOG?kUFUpH{_bzj&9=>Lv~|c7NjARM`rX?m)hV9oRBL2<*Ms%QmsM9Cj%42J zPYk@&9xLmKKl!-{+or8oHU&-;`Nbs9TZ>iiCL_|BID-wrOkgUIQ*rwbAt^S~-BY_-AEWzs=Rmua zq@t}aU&k({^CI1Gkc`u-1p23+*Tq# zFIrCaty?8W`BNKdus$osHieHzrFHQ5_QZx$V`|Nej}X%R8-`l{1~Wm9X5<5Pq31V) zocDzjUOT*;ZczUz8(u&`e2>&cc(6)_^^R(M5_^mHI_b-~RiP_k=ciuMT{e{T zFqZGgca-!eW{sUIH9J1*&Pu zUU#H*K1w9OOAlzLg{|z|*yy+W96@rmqh+YC*+}I78KY40*Ec2HVh?89bUf znr0e9g@b{9Y!p(qnbEB=s?ooZN&>HQgy!vN;-=jkho^d~-~A|@BOrg9!=-hv=>62k z*L)4&<#k=r4GitR_WiI94Ii@s<+n7KeIVx0dF{t#3mDbTOh&;j#HSe?NHL&&h5`+5 ze8vA9V}8&FdiojFm<6ex-Y~b*SMtppNvjr-{6&K7L30EUb2vZ{DeJ~&XeYJNCWNmw z*pQ|6oNDJPdw;}^G=(#+6~Jtx(<^_c@DDewyiQ^Tyzp7jfs>{$! zTm{D}noasjn`+#O$(1`Q(;bp4-xF@x!5PkZ^RJGPjOlDZ#MH@A?McYMfWhX0PgrCm zoan%*;F-j`u$5c6+_1YV1_$E^CUJbrj znvCD?Iewn?EXLuz(}V;7eI)DVVB&4L7Vamhe!}QiqIgaAf5qa@nmu!Dl#1{pGyIHsEVKP*<@bun%pl={{ZTUfFRTw9On}$MT2J zWLz7zhX^A2R89rEo;7JWhA&qv@Yy)rZJXvvc6uYP{t7Ny3a$jlvgUfFbyQrRN1e-l zq>4V)#On+5D(&OdN2yXJ2?m2M%im@P&z?I9?3~FZg;`SQ4$(&wbD1fn#9aQi&7tQ( z*QS`(T?c52^s32%iyd+8w0Hm_j_6L_tNI~3lMM#E4FsF}D>>`a+#ymznA5_-;*B81 z@FOxp$_~=i1h@szw)x3LS@PGHcX|-JaJ4T+V$P{VFx3OHpv)wLrqfOEe{Z`Hva@dR zFC6BuNA~D^2aJ}0)Zm?)(baOX8CKHSm~)_&bMnL*;Zt`QRW;(PDRb_x34Vm%kEd0| zU~nzH6v8&x`E(f+bkLKOSG?gMC;G=;CXMbfGZx!8NZdrq-;QG6?L0ZuI$UEt5lHsg zHXsS0j|U#SlqD2)AE#%HjH|D-&_obV_0>T!qU(U@xo>SGzwg@Xf4Nd~bGAmYjlU?K z6Xc<%x!0`ywypciohR#f?iLMflDYv^4ER)Cxai1BsPc_0vP$Twwoggf4*|R}v<I(cX*uP{|Ra;DvlDIpSNSl(bR4uhII_x_4KV z3*PG}$O-^=yA7iEyW-Oq>?Wfb&{xnU_4^W_OI^ih$KoQ(lfH(gtB?zM$FN(? zyvLgO_#Rp6W}9;ma<$*Lr-|z}BM@6E?jg7k$;V2~p-8Lz=ta7Jy|s)#vhIxsX|8rp zJq^RE`vQ&%lhiq0qMN|h?{4+aUWAWv!abe#>lv%eepGqM(9V9K@RVU<-4FMxRUw1~ z8-6f*f!Os}86li*pA||OfqM?3>96wKsM@^rYsAqy(EUx`YbnTV+n8x5xZ@rC!647% zQdJj?^wDMy*po^(78e(*1ivBV#Nj_^Uj(K#QF6XE^99b@`_9~{fcR5`#kS|+;n@?M zdtsIFeYSt#$^d9wAxJsudmBwbqu`xUu9Ygj+6(6C3I?*%n0suuadXI!mWRsecl>|s zr!r}K#8UMB_Ntaim9>3B`UdSaHSZq9{<*LH;5y8^tCN*Z1qdgY1p&AlS_?xiXw>aBym3Pq)-$}=pclH**?ONtj&KF~>{NI)e zk+;SkCQ-&Hk@=tLJku&U6?#69X1e;m?`&n$jwg%BEa~|}p3#}Z6jIZd^=~P6WR5je zW?k8pY*#~ee$h{>NNvnjrl=Xz1aU;t3@o#`wY3#R!a2hdcM7q4H7&BL$T9)Bhdd5K z2wmXeAYK=YJL^}(2L<&VBUM}6%!c2U*37$qR>Yrl7Vr7cJId)_V#~QNcCEqd=|ToM zS9^l}e9(cXfy&11$@#19kuHX~ndKcyy7V^Gg8mufM`C*PX*ETPQg@tA2g>$2>ZYKl zHZn`%uh64L*VvHTxjzfWO7|2NroM$SniV?6Saj_fhaA7%x_eT^G-Up4>M2p`28uY| zT>0>s{@2-Dw_z`?{mSf-(A>_GCEu9Z7bkW}yeqViee;t}Mt``oVZIy|y*l`Y8TfTW zl#YosDT2m;Ac5bA-ccJ%n^5?c;Yyf1S)uAdel_#voJE$)CbOt)JqhH}y&Kj_Pk#=$H2#(>r15Df>YYwI zth7DY^tVZ(Qm08_nf|y{^#@K=Er%0`~Ur9U;SUdsOLr|XXn}l;H>67SM|mG zKNo-XF514&uw04!f7^kp62~-dzFyAa7exJqXK#Sku%|8q*6JOwqbEVhDSQR zFc57_4?N|zfoI%h+?UF}SPsBmacZ{E*bOO-fQW3c>}hH+aV%yT~ux zu`1>p`C)fG&D|>T+2^E6-X|t^hgn-c4WZ-_hf{{>ZOJ>mqg6Ru@&_ev?6hux!L&c! zf@`v%!TQFl0d85R#&w68V}hn+XOAS#(Cn3Ud4tnLt~F}OXof@c#2$|gSDDU`p^<76 zr#dhlkzcIBSzQC z$EV6fo6ILOD<9=voXoELG*zTyL)7tCbWkO%@1ck(XOe37n6d3{{`C&a7(scCao2bb ziC;R`(&wIb2_WRgK3qv-*VOEik&%f2TZgydSKTv{las(U>=_Zn`t8kHNQ6m{6yck8e+UI&H z*+I)vHpDFEQ$a3~1JI&j`}97F)X3fyv|@;O0?VLQt?x);ZR{i+F8#HbuS>{)-FsT#u^D?feeP3sy|u2=JBc7R&hEF~|ZL~+p>uV&m7?oZ=B%n8KNTD z+Qityt-}cSIZ{WZEo|wSD@GUhckjJix3%1*DIsRj6y(-J4F5#s?6apsn7xTe?!+_& zbyxp;z%Js8l5+s4!(j+~J4PwCPpsZRKA$w**U=Tw?tS><=)J*}F78m;w=mFiJKhAI zbpi{5v&{C%T?*bnulMXTtJmtJEVv}@%iYkDH#>`P30xEORL9HQhFo5J5H|;90a?#S z8G$z~3!^{3x62Z>RpyJ3}+@ zQ%QUTHu7-Ia6~JxVV3WPG^v)Mb-hPILN{m?mi}gE$tmq2YvBBQmY=-vyi+iORJ*l) zayY>Ln+{VV?IQ-;iII0&DV}Mx7M`D&7S}4LJ!D<6cP*+fbm%VFPa!DV&s|Kv05pG& zmGTRf)6*(kLg%70zPR&Yj;?+Z=5SNDRknZ5CRc4z=6(%XFnO<)gj1ah=oEIf!qiOy zp^~$f>*RFtfRMxKZaMuD*L5J3+wEv9$$s8q2=^rHTWdh2olgrZpz^_b2GIbRPQ2Ax z#hqRyBw#PwdU`=dt&MX%zi#Yy!<>67sY5|l7Wc(cxbU}n^EbDCKa?pg(`|D6m9e@Z z=rh(LFl1zB(Zl5=10e=S$uexAS8X1#{7qKHv??d`2pdIUPkgq%>D#P)k?pl$qd12( z|`b-w~0dvd6Lu2&C}m9lqbnD_J|i z{&Y;{(Q~7M)4|W~@?V_Gpt$Sl>Dj~b!lD8LnpX16XsN@{Q*c&MU;O@q4Jop&pdSDYew9KNZvZoB$Q>m2T5F z%{zC-fQKrevJXNqll8siiso&;3e!q>^i=?x4V{Hmi>~Tp+%=$xZ z`xCeL6ex4GYEO<21SBOT-;iQe73CZ21;K{}ti*t|AXN-+$_(eT^`9Jg9*r})-6Z`B z{Tv?!`6VzKszkE<01G)Xb_!lT1PMthm&}f6t8%c;o$18UN=N; z)w()FAN{AAy++yiYZHiL4U_dKLUCG!XR!>lIk#?ba6l3J@LzWeyCHMJ)>vv@(kmn) zP9tG>Ul~~Y!AK|OwaE$XD>Nux!w`cot-K}50*lGYWbnR2Wikmh##t86DO$K70F!Kz z+?ir2z?0RyxR~wU(knFoM_rk`C}?ToH9sVR6=@8BO{lmdW@CEXgIe|w0R{ErBTc5n z>yKn?Qt&Tg7$RPAj<*=7K7H}CO{5{hmwI^rmiwi}3Xx~xa-PpX*}3{REpo6TReCep zsQ~^c+@cgTo_O{<%On`MH_lMfLql51mQKkPDfU}9|Y}vMo*4+9OUjE z2ts*XnDhl`$KJE**I&iITCMkn5M;bU_faM43VB<0NZwrnAx`;6UeInK%wec>U^g|} zM30!eVpG8~txN5(S1v$r_;4+J@b9xeh7B1~IR$bk>G8>DyIHmS+$*Y+k3YP5A}uyu z40`5&@>EbD=jdc~!{i@VdyJ#+8RJg>=Z8CiQq-LJ^c#A9h7Posp&hW>)OanbQ=k8A zk3~|~n=XQEQ|LW0>MIFvd;FvOCAvz#jT6{^W%tu$8{pBBy{Aq}N%WX`z$LT}M4zY` zT3@D2iqDWy(F0TwkCz5Zw*7Wk%8WsW7{fgk&a6Vw`hN2<^v=MiiLFA1l%F-vew0ip zAtg; zbDB;K_$DveMrDrmbG8oeCk9LG9IScO+Ef!U1}c17bT7(xCtk1NLmK#AfBxNeaK=_b ztWfL>P?#RI2anKy6e|zOm>fFAd1mpGdktz9x;@{d;M6v6idpa@ z^xM=NmJNBcm~XtnBZ6#x16Y$6iB2{2_)Z@n;VRkKB=f`w1`3013iR5cB`WICo%W{! zPJb+O82a~({#>qfXZfyS8?9v_!r~cpr*V)x+I&>A`AL|$8bmB)c<*1n!;lE0ee4|T zQOD+{u*`Nrq&av)ai$q_f2|+eQ<(g4ALkvbJMp(W4KIhWva-tV&S2w4;u>6w1Ddq$!i74edSZUx zx{5C4ufC=dfsYv>USR#R>A!gDmTzu}a@Oy{d#$;JyOeZh$$bD*!RpB*^^8VNguA{j zjFk6;$yY0g&bV^^c&R~HeEmn&6NiigeZCBiAbRl@Mj}yJrMa-@V4{X*I|sEiP4s-h z@{dF8ura(aR$K^5kux+6LZ*(N_huH>Q+mNn$;5$;uGK;3l87gI+mkObb2B{oVQWJ$k!&}|p^BZ!!@@L{&rZJoC&fE5-j0FNQP1285q zc;axoi??fPN;*h``{}tA$Srzco7~@8$dQfxB^yT=hti5787g&X1h)ZbDXeQZO2psn z{do22bm9wLgZE=anmitKFXEDun;_RdTUx!R+k?Qr?b5GI_MfZQ9~55$<2qZeYR}@I z(5s)V)gFsDK83u$&L=?Q$+R%KLHDXKvPJ zx=c}_609nv5S_Vf2fyyM^7O2wH%oj7bXjRX=`d|Z3ocbDJaHhB6m3V3?D^F&7qcv~ zmn$PqzF~gwpRL@X*{MML2H5w-q(4_CZ~0~Vbu;d4crtFl3zSEK9gVjNg+C%yZQsuq zWRO|z5E;~j)Gu&a)Q!0+Lv0uM$J}sr_nZ09W_Wk~u zLlCf2Y~R8t;Z83+iIZ7P5EEHprmSRXng6rJh;DL;x{On!OGpo>Tg`EcB+JpH`RrcG z6H0u6qQ1n|GsQRvV$@u6hR&%V!mhvOCf-^V5)kF$^UYC^9iA!*C8LPn~qL=4b6>J=M~qU*^|A^5|L|2$9=vk(Ui=OooK(=JmR*U zLn(g7!_l3pkKW3s7p|tv>b!FzYkhv;!BTpq)?-1Tb^Ka|QsKiG7DO!zCw8y%(eR4# zKs$ErGtJdR@sICjT1FHsgZFr&9v)XE@ zeN`B_zc-+M61MH+I`L^(-$&qR9-9xn*AN$L`P;;ZEZ>^Ish!f>mN)x92*br@<==## z|NGHby3gz%`rprk+yC1azZd=`uyNSln7#DK_Q`fVb19a*dyuIP7?^}b-8ySmjZ%w& z1S-VNLF;$X@r_Sk1}Fx7?j=i}nJV*~jfKqKQ|wG_iukzh)d#rCi`aY)XLToL7*gJy4EOMJL8vd$-(^2!O``s z^QGr~PH82(*YfXQ@ie+bqT#xmh#NTj=#Ise?H?uIS)+m66BU5ZUtIk-$Ra~LDFC%C4LuPuPLqZGcpcr|(p(-M4rM2$O98r8 zeqL7!eM$&jqs#|PunOeg3&eF|LUS`(Jg_*+9WW5tPrgDw@HtzKL&m7&RxdLhb>_vI)nr63zgbw=f zc<&UD-heYFn^NZnpg)(x!ic!irALwquLgBLXmz1g=gKlVl+|pv#TX_M&nbsvn#?QQ z=jM%RdrjwcXh`rh%jRZr&XC~n_Vg$v&FikgztYtDu3MOO?I4_iSzY1jw+@}yPCZ6@ z)-oS@ZGNR{&UA#Nq{=z2uHUbdVnmv#ITg* zkKoj+$^PU~MLz}E4)51brxQX*3O7vjQVbI#=$2@=!ncvVNjJ~ZyfC-vWHd{tks>k( zOT~zL4oY9I2@}=?kruRk+tQG`w7CDva%f$GEz6=$Wm*jotS2Z5|F+n0hJB)jQnxZS z{)Xr*h;J~-v$o)$AJZK>d%MUHg89p2v`EvUcPIU$qcW_5`X3||lIpfDMt91+cwTvd z+}!Iez*keR{UDsuqBAvM?_MjDKu7JXELG3+HdBq^swwQsO#4wpr-$rh(Vo%E#j#A` zcB^ZxG*^Z8?X`|cNjKz9xyfQxA&En$iCWfMMN$RsM15yi)oH9E37C6N+@!WUPl7;BmZ&3>E}G4qCI5I> zV4@cP){41er>&!d2yypk?88z?hX9(4d!I0;EsbYqCR+Iyt^*`wZX+3mM5H(-t*`th zcMsW)^OE0Va%WSGM=jLA>CGTSu=-Tt!GxHkz~Ju#o%&gw7q%S62E5O`xYNbcACOzD z^z@R{%Ir}p_Sn)q?m9l0zec_C6I;0An^P2DX_zC@#n;x%X};%whwO4x1ZLppfC6PQ z%?dZ;t4TUgW9nKRTYp%W5)skUj|Eg)d!Zw4{kZVpQXtLDn8<#i@Ga)_;C_L5gB(3Z zvG)$Wo+N^@v#r$_t1Jw9#Q=V5@+CP#3C{2CEfXCTh83Cee ze|urQg>gbAYa!03kW~VeHo5CZ_Gl(L%6@t|fv2fv-JG*4-4cvH0ToH$Nf&>T*vV6o z()mWvD1+EiIgBiKO~xeUAw-7jT75r<5TZXcS+L)(yA>*IFK_0x>6jePF%fes#g70E zBDi`X)miD+S4Nu@EU_rK68HzuUa?4kxJo^`DPgNcP~DcYhNe+#02H6ZgkiWr((}3X z&gK$r)IGC*4Gg?q%l``ZAVDpHm#lVlr$el3 zjojR=j|#<^C(}Qoj>Mh?`SO<6H*TR%!T}fEw}ysYk@3s@)RKZM$R|ND0n`$;{jy?VaQv!GXBuZ= zJ@taH<`Gs4(;D-oOK)S)T;$c3g7ime-X5}fo}uRw(HS>hK05OWgL-xEf)c=$ihu_S zD6P8gpEG;<>O-ER{wQSrwYNl}7Qx|XWQ2qQL0vn1 z=Gw~T$4?WIPkNq8t$21al7D@)u3l#sL=%^g(17P(fy}d!7CYDCWf||E-6sJs0;*Da zC7w?yrNof8YW_i91Jv=imhbByXPgt{e5?ByY8t2~PF|;}L=H+3#s|7=EHIR@kw3*V z{gX}MI6@u1XPu8}9_L>Jt(3YssPcg$Cw!xMJ<~Q6u$`5c@w#Wg%G)9}o8nX{r4Uyt zI~gWKK=jhLM22S%T*oDJ+`Crq{4v7UGsHmZ~1DheBAbD>uD~the`U9U( z11I{0H=l`-N&fe=q%VStRt{_zOwA}c_+F<~h#`Sc#@Ep1hy>IX#3I-Ey|coB$7MZU z4S}-IKboIZp$28jW19eUycrZ4|GIWU)dKF(#2Bp=u0Yx2wMcwZRqiwm+C$LhT`T za=5XSy5^GBe=o@_sD((F6f9N$9Mz81TY4Z2Kjgh6l8v##oJaJmEs94*Rh<*`uLeA9 zEfZ2OfhzbWNy)={5uw>`SPg~a`4s3hRN(kWf-^dYakk{b9R?B74*+w*G8BA9Gc7)2 z;N>T~R9Wzh4|+ujQhZKti^(lN%SGNs33iv#(P=EPC6c5t!T@{+Dzf`JcI?A;1~_&B z=}F;RNsL!WfFBKcSiAolkI!k}-C3!cIAhM#j905e*HL0Qy&5(;wCOmMW@7T9qq^!a zZVquyN0(Uq4xNX(pXPD7nz`v`-!nJ~TE*2d{7r86EZ>M)>A+-4PuU99S-oL{* zqyViE^YnKPeqD9ETD=@19rKacOXTLHY#&?N4tK!@4zcqbGOGd9V-OcfU^ahKt<~BG zX40w4#{SSJ*QdY2J?p3n%=w^ZnZ9Eeey~!@>bG{;F96Ito%5pZ5QY9^4666t!&%u# ze!o2|N)utWIIG)>g%OK4#!NtDkSr|nxNL(!u?R9ZS!#ziXiO@DZzozTcr|^E3RzK1 z2kJH$u>aDF@InZ@`b8|lVeG+;G+PxhMUlDuaWGxGRDZj#UTz_a6xl*px_ zvVW0Zdto=0HgGvcYxUH=T`{kYhpiX({#ZmxzksKF7C$nyv*N?AwhqeM2`RwOTH`%I z_3&)+*=iM1cEFrJhVOpx^yFw~NXkZfzb+wA74#c7eIcFca_!MjEof*0Ly&V@2R?T+ zHSx-V-4+#@=UTq&?@C>(FD&r|y|QR-YFeEUt)(9-bHZzJvWNLN4t1Xqbq_8QLBlgL z1~)G+2I#=NNs9BItA?}#yQiFJjesoG#Rp*81I!jMG4G8p?w2gT-HQbn><8$A?n*8R zFOc_pXS~axJtat-eP6_IA||>s^^JgLdK>mROo43)-%jhwCd1ZxHq6|bp)bd65s8#M z53Y7q0+lbXXa;O5FdLEt>Rhn+2{X)0JBfx1_8-GzXB4r|-&4ESGoJB5>VI+pXdgGb z2p~)`nlrYrzN>TLK}5U?G>b}X%Y4tutgS-3HCu;gp-P>rz_#ZGK}JU)TcXn1cqzq@ zxLVui+0TLGQS7Gy`T=t9ez6GuT1>bLnY=$>+8^|U_(=svk9_^ql(qF|@xU;kPXux3 zA``Uxwe-_%_(27)JS#-Ovgel)Ms-;%>+P?VzmjhA1K}KjJ>gNmn#@>IflA1Ny(aZ&^)#2N<@4ot3RCn z;%Q?o>Nsq((X!xE`Ud3!yAU3o2T2{?kHr<92RoBMR}JXJjQmuq`RzRF`a@wi1gX`) zcI>Yc1->`cLxt`OdQuQ426jCW=F+#+T-SYJ09!nHat2-_vF+aaPwOIkL+h2-lp0P2 zHV)`%7(;A9uNprwvFHOMQexMKPh^9>&IL%rP_(-3L=5akaCnLxj4-TGuAjL2kv0wE zc{<|k+op^={imtIaU512Br~sSLr$}Nc>CcBSs|AK8%4&S!`X{nIn)oi{?v-A!=$*b zko#fWDMNnxdd)tcdhJWJ#9r;6&Nxx7BKOQ?4+TmF+T+dx|Lo)bZAYX0VPVxnAE_xM zcZv!rin1`I9=+jYX3k$(*x}#C#`nqIvD&5BK|hi25`$D(^(Ea>Hbm01D}wZnC59BZ zB8z~nPAS0@<0k^ycMW#r^vVv0LJ}ir8b|lo&@w}jXUnpWp4ahQOI?%M8<2meCU(#$;B zSZyTv+jeE%?<>5QM746;c)yoXn8!Ts7NyR@P6n*s&x*g?{%70BkutXFJPEPi6;i5B zgz@yFmaS%ro|~>!O8HW`jh&2HRsIO7(b>AgmEGEdArH-Cr`TZQ$%)F0zpiD6x*aP7 z<|tiC@HFBjtrFBV~p^`z||l zDa^YH00FZ}U!JdNEWT4;Iy;K_ZN9_IZD_4=E?^J!kw;oIviTfIq10=thA-zGO?;;E zoR_+Fe{=Z#4H-u91or9Ny);qF`Ox-B3|-NkYzx-IWCtz!X^)z!^}SwJU%eRI+QiI{ zoKExn<6#k2oPY$2eu})AL=uHXRDRewpj^fr84lZgSQdUdJX{WHTjVrqQ{r*CmlCLv(ac&6gzQY`Gu!sFWCjGIkl~yr=m54Vj818 zj#>0%%I+Q<)i}HpEEaLO)I5XW8)@u}A&OD7yQZNgh?dkUb!KWNuFy*23LLF;nfEnu zw*T}+d?~&(bCIA7`kh;F5A){wST~h(rqeXfu-o_5P`(pl)95MTZnO;EzbmV1z^oh< zw-i|-;&qo%fO3W-rPM1Hifk@>Sy&U-&0Lqz`r&Alr& zaz1Y>}C*zTlgFC!aTHpyBmW8)|HaFI#rTsi3^|Z{Rd) zL(aPKz<}fa(;dl~ZeCYfXZy1or-_O*ujMhv)Pl6*UkiJ8h2eDv{Zw=|0PxiBKl%dr zG5ss{;mj+E85CVZ{$bp+9L*4At{(Br3eW`n!|x~2^TbJaLFmAgXwlCYuDtxUn=Sn| z5a-k6L_PB9QoC*n_!#;CRHZ{;1!!|2@iRxG?h^-8`1)L~q;gD&9b(Ab$Kz95F@nt% zJUv4{*uILmVO(`1lTd;?(0IydulH?@Xw9?C4KR12=-tb%%^C43&2TE^E*wyxRhm2i46_ZQHLs zRA!BT^^&0A^aZY3iPz>4DKBzISB!{>=m<|M3hh%^3K0oY)}VPV8d`^RbU72;NU2Nx z_4d&EK04;rPDNA4154kIQOc(_JlOdyedm-1pLThKdNK|#KH^S4{le$MpUDQVv|+*l z13DS940n-(hKg~nZ=fHMV!3W;2j$oYkX3_(SyOXXTm2QtZwCejpd^qGOKASQ2f&hP??!F|* zQ%EU>z0BnFofmDA+DCMfxrFvm^rtWy6Rj@s_8DJJYvZf?GaGs_Duak)l*1Exa~slf zx;DarBICs55W;WVwVu*E&%MTQ)ie~6N->1jdYm0fw8(7l?Iu!YUG^9Ys7dyVtw$q9 z*mB!Vf5IEXeJ_ar;<8YfZ35T}s1$Iyk6xoHsnYLQ`wQsMsy(*)Xt1&wKoQ`+yicB^ zlD7~n_eZJ$2dUsjZ@G{&$0J~i2 z?a(s|5@&Fyum zR-YuCMup|{LhegINEfz16z?Fj%M^pez`6oRA-L`x%gC6lGkex%&bL^J1-0DGU}9zE zUlJzBIHc68_`?SeU~ma#yVsuq{%!KM7TF;yu1(POT8N2=STRRo3^+pS@6q;Bba>e& z@%~=@&EcQ{q~F$DMi~bCF!^;?&1v)ZLhd6aRB5*tcv{k#PZJ59H@=aQn*y0>|LT@@ z3eJr#k*>RdRvg6B_#VWw4`f&3JMlKppF6rotDA6_$XztT!tSK?m#ahmL74g0#312u zQij#jt0&bIOM$qi&is3)DEEu6f+!bmksxk=nljby{051<$U?)u^+EK&%jo|Y>Eq(! z@+G4C(yxNz<{y{LnUR@Et3>;}jxtJ@B~-hW(ibEdi{mb9f&(Ol@=7ufxh9(#!<(w^ zVmZxZ#BC;<1To#y4Zuri?-5!c`nB;EZNBPF-J!0u=N+PyinreyOc2DG%z=PgdgT`( z!&l*397{S~U@E;HYb=P+9lIJ7KX2_sk7)9NvoGF|3;ho-KJI&3QL9DbI7rD;g75y* zUtmE7_d;OF%qi+5ylJnJ6F%t)h5gb2Go|ma-LCjbrg>_QOZ3LGi_x~_HV*GMpiA>} zysmuKFe|?MnaL!MY=|rLDwG~Wb}wnBBQ6nih)q(ycW$D`ae}qrt)M~XqR)cSXd$U+ zMEeC1q$}prmpOueh!AwZj`rR;0P_K!C5NQilq;Iy78$fGH#$S8S)1^zJWOS zE6C|YK$@TttzFOKBWgI`;;G$Hs2=lukGvMD`sdb4yc06;J$LzPb|1I3wWW@(45gDR z>@ufd&f$9j+aCpg5EwGIi3xbX#F#w`p%2uM#Ndw`kkl}wUa4Z`)>Y3oC?b9L?w#J~ zfFsfii>_G>=Knq&YkD^47GR{L&*@ne$PXcH_6Ohz#B7XrZWd|uMw79kY4AcH;Ok$z zJW@``z_;Df$%>zTp4}+OZ0X}PSbTc+y(>ulRQaz(SOBzR-=9y2ZzKF43}>2I1|vv} zfz8A4gv&idqcfQ|&8=SIaS(qF;zj=t|k3e@(y(WZMB8FzS< z$OsSunjlz#dYr z(&6)=b8C;iRwxY3ZA^mRCngpJXhREfz}j9!LVktb&kgN-+u{KYP=ko#LjmAD^t1Id zi!)nIsf63TZ$Nl|bBA&Ta+y!UVd)BvQ&>_+pPdEi1AvO&2x;kX;akwU3Jb*WSWAK&xECqWI z%`>dg$a8$>!qPPPJ!&E$L4Ca4;yZ^-06q=5vWZ{*0GMAypJ2f=S!9yvOEog|t8NYfM9eH#My0dQ?*wmDaQ5|BobkS^(xkPhkQJE!-!pYe|G$1}$JuCaeGHV%|I zuX)YuIFEvv-m&kB!M_J;(L_n2c0~s(!{^!iQvOzTBkHZ=yNO{OFj)LD8>hbxxye6U z&e?@h4Oby;+@-r`quOuor`IB}y9SLJ+v^>)Yn4;Me9w-z2SA`Hw`5yjuKN~gK}myr z2juegr(wr#>r*S72XP8S3|3dXCR9*`*It{@PSsLb+)7dh|xv`x^hYJBbSFRv`@AQE8$^bF(qL-Fv z&ZdqLW?Pn|D}MZmNfM;Y!DJ43)KN5+&w}jA3xxYu8B8*J1$tiCf&=2mRaI26y}HV# zyb(*&-pOul1jL!d-?$gqqvlj7S1<4#HaveA;{ZCJ<0lcgDZVPc0ux7Rt2bbP!R=@hnJ6jykA z-vQD-$^20uZNGx$49IdI(ido8j^BZTO8xBr80oZD7#$BC^X_)lG+(|#; zk)?MzDGFyGUI}9(SQ9_M95VO9gherpC-6_aYV7zEJ-X-w2PGzA&ZAzXrjQS>g}t0V znQJxY9w|qwbHzAx=#4AbcRJtH(bl?~kjn~9tEe9o_8l5t()%)-pB zM%}v#Y3IeH4m`@jF*CKTr?ov9Y86FQk%C1S1HJQ4zEC-haPmu-lm0XDkP;S^V_I#W zH7nKZ?X&-fw4@XDzZz8j*Kfu>An|qBY;u%zaG21ppW8jeROU?;TtC7qUh+l%HfF2Q zleT?Dys8Ch)Qxt{qbV*M5=1HUWlb-sUGsN2nkkbUH#4w9Y~cOYhGe zrE#j!U!^w2mR?+UD|d9`j1(Lp`21vlx|Fkw>#@=yDmH~g{_z-_2wJ5wO=R|2Lh8NL z%x0GBoriSKUu(a$APIuHNWU>-FD)wFw5m9F{(#cRm0ycFRC&dOF<%-cp17v#efm<= zTvVPtdoT$VVJw%Fi#COVe$J@?@*29XTmE6RKpbC=Uu1;uv^GLOn8cPKQN8VOmrIu}PhE0y zc>HHa&x>-?_h2C~%-1(noMTq#_NP76Jqrm3srT{+GC+l9If$~8C-oFKx7m-xyq%xA z$>yPZ{$eOTw4RlQQ!$JVU@}zxQ33B0#+#CynBr66O~#h@E~O7xPKk-bg8TKdTVwfl z4NFN{>(+E@Ogb{AW^OY={*el*a?KS?0v~>EESe)pY%HoiKxr|5MmNRF?;af2NPWL+ z69ytacuVP#JRp+E2eWrCEimLT+m^z+rhX6M0=aXW&~)tI6$6|7eNNUEgQ@aJI=i2( z#rOE|-ltBu{TtNJGJRvhA|w`hW(&l(2KMy6bx zYPl%!L0S)A4HJ|xbZ;V0vH#7Q;bKJpklt;{%=c{__pTB{<~0tSeHCaYasE8xyl<{g>M)%JOtIq)kPN zu8HH(_Ip&@E5`3v+WIUvd^3EW-CHOplM>c{(j6;69>skYfEfrH^rDD=h>6E>|L`@* znV!d9zTZo#wUi z?W;`xS9Gk+nfX3za1d2#+Edg^XWr3v7poFzkXCg)5eUtp_u3hJJ?%h|d;nLF(So@W8d@!jhhf zleitN!o%@V8|ypqHi>+K^F*ITRej;!fD|6@w5LW`By$1CmqjEA zLuWgrD~cWxnI~O3?NcC*GVi+4eIlTKLVlZ+rr>vq^ZCz=b(44mkzpzalX$^P&A8-= zTSjlX#tSH|jI0B^Rx~8OYn&fR>eOFwsmC)!3Hf(2USAB*G@P$2>4cCz#0=i$+ zLSpAplAI#0$UIL0egQR52}YTS*GQ(4^U|0w49g}4{989!7pKY)1jg5Xve}NGbJ`aa z&O?wzdnVSxn$s?pU!7B}>cNM^Ax)IJqS}(}S(Ec#7SRcEx*h8`8YVYXO!aiBMN@6K z@h7_#*&7h4b}!3C;VO6r!5I=D1X;WfW|(OS%F1p>m62sgg`svZqYF^wE6 z`(-fx0zZVL4HN)AgEJV69|_L^jIrYNRD14JQ^P;jGs22xS<*fOzVKO7HN%JgMA*Fub$ zt@8>^n<$a%AY1yxSfm&>Avxpzdcwv@p{^6aR6&TH{x6Lm4rbo!J&>a)_QFp=+R454 z>e(9y2X#;A@GNHh?hVscfI1(lC8vUz?Rhb%2#xFEFz5jdO{h>u9g;$q{JaI#HSA2l z+ePb|rp14TWp+~OW@OkmN7o>&+#Fq==y$>;qO871MjPCQ9VYLNs-D4eVwrGLq%I}3 z*F->BgFDeL(fqY(A=DX3)FYD0}Bfa-NEDx z13JY1l6KISy$)UQ?PSiFg_l6of2ue)VB{lJYCA;0Nd(U?R`61G@l;JO{yteC2rDN!hGq`%zOqD#iYnX@!PV+6Y z9I_)vkN<~-2iXfDctqrk?@D8e&L(&;GBek24;V#=RsEtM6yolD=@HdaMgM$v%xxN+ z4R_yC*7Pj}Y+Pt6G-%ZS?P&nk2qYq)_NcX%rOOdjygj2Ja07nEZAkw($ll&q!~^#` z7zajQOo#1kdhwt%X%lyO-edb~3QRxK{zE!}d0gu)1*sR};H+6nYwb~q{!V;~*bSa7 z<&{11lxg$MvJQq7Kl-em;>GcjQN*M6wwoVaj~?z5eY2K4$9d5Ucyc6HQ?Z7QUZCaM zf=u{tBdGQSDFWY>D_1t+_2-=f>eTWfd2r2ZPU6MX8=flGi=0KivGSiv8lm9RA4VX$ zIFOMmJoo%&e(s;AIcnt5)}tH2I0&Rf9eC&dxzzzJ@}RMS0hT`F)SR>EQK&i1lM`p2 z)=Za+NBOkiwTBQz^ATN}-rPB7hx4$kU<3KCXPNR6p@v(JP)XhTG zyV4BPl6H$;8yV0~oE#tKNun(R>T11N1U8t1IKdWWJDVm-wN3(26HqeHMMRP zh?)RMbz}{gtXc9jxbbg?X(aEwDlPc9S#ZG^vo=;qA0cyc)Ay_24I>UNocqw{-UU1X zKc)ai@7m}LNmdB40Cm8fYWwk~%ntO8jhUr7iu<|j3hR*QRfsusm6&h#+H-y*nB($$ z7qn?hH|VWuA+DgvJOoo~ose8`4W?rRe;7Y$vRqb4WQ>QEeXx*yd&!p3OwUrmMriXE zSUVtp1j1H_J#Tes5!o#R!MsdN?rT)@kfybzly;t~Ki<#Lt?4?87a;yU{4*72QPd4i;uUp0jzZm0OQ8sDS~(S=w|c}b-4x+| zZT56gWt^Yyc?D5%w*4ma&D9rEGEhn>SRLJJwdKw?VI1q!@mQy#9Z}0uZ^|L>zh!A* zQ!>{de)*F+v0ycCjJmOwPmi-nF>&1_+O&nq9J2R&`Bf6Hmu0r=YA7YPlRJhT$v<0> zW3X7ec>TeCpnz*zo?E|--dlTStCZ^anMOi|XT&kAROy2g`FG=9x|r7&@vJf7U0vig zneOG#qQ(jL`quYMTj3dR%rRlP_Li&Ci>mey_dXuYsfHz`uC2X0)fC>}+B}{6;p1}+ z(9;K9@4aEGgebS#R*6ew$GWhX$K?H|&=4@yMH{WSCk<%!caQa~9FhV77lvLAb�jO`LX|Wo@ zC_EIWZ$*Z=OOV*5qi^TbVsV*&TZFWV*A6JSyaRS0g6=R|KF+E zf0yyruRpK((K$xaQrbsYWcPhksxTH!CLK7V`^(i5MEK?A(ti66rA{Gyza9T6u$3*< z;WsYL=pDAzZ~B~2W}<)nA#Lx{b~<)Qr6U$q78WuYP750F)lEq?d-{-miw`2d-;B_) zNqIP1NrQSbKz~alN&Q1+z1bs`Vkwrgd4qXMDmmkwo`FZ8XQHs>`$GH0+$=Rh(Xv(P zo>PwA+pL}U)4aiS?~5NXS5B{D3CJgo@4U7Rk*Skx8nbv-9?AWCnK3S=LZ^S{6GFol ze(7DnjuR%>k@gBpbSHo$<(64D$x`a>#;v+%m~;cq`eBM@v))+kQUg5?+qI)()iY`Q zxS@ZvY%ZA|O}wf!7jpsjEIzdXFQF8Unq9+#w-+N0-55WeI+ro;o>z!ckJv}IB z?kr6>&*#0bwM@PVT$7sl{UUu5ZS1%2IsThMO5pVEOL@!Nw_EUjx){1|SnFI11qO;U zFjhpon_IbRg}$j!>SgqE6`oSs4W2+m;TX-W6#bp8kC5e1)QL=iw0NQ%-NF`nF=*)5 z3+Z`CZqAZg4rYxjssI!)36iERTTy(5?Ea@EDl2tQ(yO8IMKpbL;U}*#-dTqIcg62x zc7BqrgfSPuENLWheJtCBPAxn4Y+SE!Np{u^dR^&$3OhEL-Cx8JRUJ}MLvH!hjkRzj zdQ=OL@H~;+!ekWoH%9@tGSD#va285>NS)wh?gi*mkIL+o-dPh{weuiBf>d&4HQD4W zRJ7T%4-H(Svj33JvG<5Pg|gwq+vSgqG$tMpZR??gzBC+|>tVK0=Kb2!bdy_e%w2jH zoFQ)5R$n`tf#c9Q&HM?IO5&ss=Yr$ush5XuElsl*-2UY7Z7AThehZ@GMG7h#gXSN< zLmF7;pGfe3zgsCd-;c{b(V7UP1^qK7J4sHU!X-HxC*~xPa}46IFCED+Mdv6N+xN(T#8p$_%1>ZP(0^ zbuA*~r3Op0|6^3UTu_}?r5p@CUkFlDe@pIAQGC=-sTQzMaGlO3CXRrZ=c7+cINzM~ zs5m%cny&<&{p?j5X$_W3;4?p}yb9DLZj3-4@7`g}o0u0EMBWkXZx8wWD_Dhp*Y!=X9xdXD%m9AN&l)URq zWi($8uKL@>XX%mnx;%#HSB5Y484JLe?Z*o)-R#gXQAg(wP|`vi${6V~?AsmD za<9g~o%&lSadz$k!?iQlWE4{vlVdYn`b~^ey4)!P%tPLh0%ZdNvqur$?#wBfXp70Z zyk3E8YdP15QR*bxxwhq*5(o2SqN zFVqv9YKcRiq~8D)Pa?pbi>LkK`YOUt!QP*;-}gv=LLGC}f2Fb1 zMl^|Vf3t*rMKe0#>q~f|?8~CEvhFD`8-g1a0zm!~0|IxsqUv8(Q{t1w<4?l1Q7hOi%))tAT zx99yVn$1AJrF>DH+Ws{EZt!L6i<9TB8e?ri>%Dg{P#ga6Lu{pZK=AVTE(E!Ujk*&K zHLJX}u(^-JBHlwdiCZepK0cEk&3`w?fbbWwCS+je1BMb16(#0ydJ&?W`K@mP0Z>N} zwbkj%@(L*z*PkS=zRS{LA7 zXubct?sNZOnFBjg{KFf2%M4c(Qxh_Ynb>O-``F>s*X!2#Co&6#v|utf7fPC&ORxc- z`C^>|$yG=AuMWJ{CcH}#{Y;&bo8%o*yN}g0G$=!fsFv_R>^BWk+dAlJzX%T#kkWlm zOM2>-@7&%W16mf~!IPzWii%+4F2q-kXek|8M(|R1>CY2cZ2cnJ}}- z`Zo&_2{HqV_MtC^H-;Y9wowjh#NlDbgV#kH-JgmLLA_zni0;S7QyYWK>DoHras?fP z-BEB)K|+Z19i?Lz-fNX&R_f|ppFh6<=JKSK`S>AH4jYn#uN=)5%Pp&fp*4uo8$`9B zCQ4)!%U6IwaV`=z4qaDytwmd(MOhn7)gxHLAq@)h_8AaJ1i$!KXjo7Jf@HjH`Jn}mu*r~@Kgd1dgLjlfm^(UKmR@E`5M(2MRDj=MBB2Nlta7v@&MIDIm z_~>YEaQ|Ak&*`pDQ(5h?9Uu~$(80JG4+?)gByt>aZ4aXcK)JBu3MQzkOSePd%)9Y@ z4pK92SvxCAy<;ZA?~pn5syaPhYwGL6iuBc!yV5G`E$Y+;Bk|EliWb%)&>_JTq||_@ z*b#L%Z){jc?|%63n?H%KC|Qf_)KZw~jIYNbiQjvD+0rjlB-|(mfwSQMs*G|x*`J$+ z(EA49WeGXkJPARLP@B*Cx&H+m!yN%IP0^(71y;vh>Q>dRX-LO@gS0V(WJL&N6Dtd6 z)POm1V-SMSam21{=)4|EyI)N zFCfAGU-o||K_!`8HTEZuam$Md%cj3T{GHhn3Xcg?-+P>xuBIN{s)ZteR$Blci4R&}FdTe=(Pl3dsR5 z02!h@zcTdH;`90XbGKiA9bW+>p2#^^zF~pr7kfi!7{m>yw6vyyC1ol%I~8%PP@vzp zx!%#ewknjPCTEGfI zQLii$LN5AVQ8G6BM+j_15b@J-s!bvj8$|cp??)LU1gRSKqpv~fY&%wQ(YM=We44C4 z_sTHOZYqp$Eu}R?KZDeT9)dt=yoRdD7v}+eA~g|sL%deedv4L^<e;d9PN^vgyiy0RSYKG%nJWf`YLykcA zji2#l-kyj%q)Hrtmm+yzQ(p)-CRJ=>WG)D!di~X6py|`@c=>qd#Ol8j>^KLP>S}}I z8jzk8uX!9?3bXi)sjLj2%gGM^boJZj)?3?_fUx67EnK8M@s|d~uP<`+o|h*PtbhOG zz?9Xs(&N>|foc_;kcI2mu1A1d9K)F`%Q@}W&TrDl`U&&jm>%CC)f$y0w9b~+oOnDa znC|^&ldE#BL@mZ;$-RO`3{|kK+*2E)s!fgm{&~7ofd+{SU2Kn#lsvUqSDBX$Lnu7y7&`gZ__QERLWOC_Gw8t!rjTQw^TM(t zybI(Tq4!?*{h;!2J^#tmE`Yt?J#HrECu4v4hgHA(HKi=eYyH97uF0;KG%);62leP( zZwrL7h8~PPZEn?hNWW3ARDV)AZ&;~;U1V>#el;yc@vy>{)$-T&kR-tZ?;l8Pc1oB$ zH$PA;Nj#Q+|8)86sq2_!YyYQCN!I5kMndx*((xYA*Rz*SmgiK;6?>cf4ESxyRt_9Z zCYm}74O!{GZWX!2yh_QgI$*d`Eti63){odclJ9mZ5`W;F7q%omF!#Yvn!L+=mOPO9 z*!y3z7sNJ>%K!8EK@(I&sD=LTr^t_20`Kzwe3)PVuitz#e#RlP}rKGNA2pLy?YT)v+qp*y(!+kN4e^3lj< z59?z|eyJ)8mVK6s1C(b+Pg4Zj`-Sq0e=KTI&)*{{9xyL-3ECALd*_);;#(v3;Zlq* z_E>)jS{=ZN1aEoh3i-B?LNR#IcKxhf|2r@AB4)Z+G**4&3PL{RNsmoo+$+>`Vq_P| zmIY^5tmLO|O7T)Me7b>E>12&UL($Q@k(HgFe{TNhmtzP5BtcqVz|XITRVmxtlEe(M ztYGpccXCH}VvE@C^Iuc_TkHV7tkn?}=VWf>Cmq4L_pdfK+F@D)1PgYjNe)Jeiy4RI zKKvA%OXxBTX;Cb1bVRCEq>qd2gj7M*Tk@y@3JQTIDDQB=&~a{+b4n&(P}*)j%m*GFT~w(}0LDxIdro=Zjg(n&k2DW=y-q7p-2o22AE{Gg?>Het(m zHTL@%il~;m_0L7#e`s(GbRD-6PK{?Pvlk;(Fz59rHp?b^FPD9scwDyRgWJmBl07x7 z7H*bnl(t{q^7FQ|9bi1|j6+ee5quXcOdhIED;A*8KmD@i+Fdi{$g+DzPb~!h8#hPb zs@lHyDJmDOa?i+8$aZQkrR#26OCJkzJy|FlLiWVxc|geOtw4 z^x#h}bB}e>^xmvXWvs95B+amrg=)f-PsBuP@^{B^e*{?j-`J_`U`qe|+0@?n!t|K3 zyW%=FDhIEmqvQQ!}I zPwBFwA+Ngd^JlXfzLxB@!z;!h-&%34)U0h%X9$9#6Tne9_piP-mHNPS=MSm~)1==LlrXDp|0> z08Q%sHrE)T>d$8ejzjsQ?@$StO;gaTEV#y1e8Z2l9sT9MQ}3L{D_+VZY6gj{DwoqQ zbjyaUS2-t=MQTJ*WY%Rq;VZ*>(EjY;VGTI0ZQUcz=v(M*6@JDc^7K%MLqx-qyM0&F z$ii60vrjTy#gKK#J%e)n)TE#_KK6Fhy?2+MNGH@7thtkBNHErzCOfb!%JA%8g^oIHyQF!S|0ViMdAulh^k`Lv!$Y|I0a&93?&y}+HId6~SVhOc} z9$r8Th`%93uKZE`+=#d}N#+e!bAdW>BJ@P^w!$>z$^o*PuAe{EWB(-Tn|Ug4HBw?{ zgmUv0xe8Mu!+da0{mVai)_)2oiC)C(jpK9)s%<)J&KAV^O^Y9R_F!8G?@oC*XA@N` z^m5J}C}u#x*%ZUtSKPbq^2MIRlPcmj_aQ+=z&2=KHZmYOXkC%Ms&n-s_Z!NBm9@uO zwUE)IM{w7mx%5y}EkcxXtLcft%);~N`5{Uj3>4L9_U&LMzF%cdq!_|qKX#_jWy$W{ zt8`uY20FWB;;j2jeH(89qC#-8sE2tWLq0KLWT8Cm({YrlJCVYlmtN- zL}WKVj*YN;4fZ^U*hV1;vWBW&sFLWr>rLnTXqDxOTJ~&>l&iL{i_*@>`AT{27(ad5 z((I@4F(+9C#UkU)0-9KX?FKwle(#6dy?p^J);91!1U$J@Q@GF%DMA=rS z+VSF$;B$a2mq>e1%L3#nMfwyqYo>5?C#`qZi^cYYmeTzIll3IDN}U6JH>7Uj(2NYU zFH&D2?N1u0xf zgpqMNQ~xPWJ0?d`$gai)7xIkwm_v_NU+z6z};PG6)uDk#HrKUF7LM_n-VN5b{EpV{3<~aLAlH5=}?Ra?_Zg-m%o&@as@i zO+QfkI(PSHYdbqduS-%Pi*p54Tjz+RilF*>zW_2sptx)&Txsy1H%ES z4_|i?gYGW~W&8(8KAeuP7YM|zLTm8_XsY_#_J#PBmu=z)gTiPQ8=(d|0K}PuO6FJY zRCGv$U_IUp&q?pzIs%Qe6xyA z|9v@_3kgj}B%K;gTs3Lo%_IBUl2R3$*lfu&uvC}$WS9%z1v$X(^?KTwwsUjqkTmDW1G!+rzI{AV-ml*J^+4gZPky*s5H^#wk21&*26Zw>TDp)k}M zoQc2>Yt@7`TU8Yb)5X)r^q!_k&pK|+A*B)jK-qHnQ98P!x_qtXP_5c?+$umP<~8+# zU_4xDx!e=CSC3h58oI%zJ_?$8m=>lN9?H2YC1py}8K_R_cJ`d(d#Btr`d{xB$^vB@iDo1(D6A!t_)z8!Z z+xBi3iamrhitGpll37WkR_X5E+I%@HXD-QXjCtn9hI5{zqK(%i9lN2NXn#ybZW%y6 zyg9R?(p&luE@(*@@8D5~mrCx0`uj0@?cDpJM$Nz7x~kilkG~6iFZBMAmSWjro=_#- z?N~;@?ECQ@RVMk6P0?vY5|`rBY^hIP>$j#o4A~USAF1-L$!&{%6l(eK!6cmeF#ynk`d>596I$O|ePN8AQdURBE^vS|w@rLt6j!Nz_b<8CH0? z=+l{xwUUq12#;6ZrZj!L)})|qNNf`CczyH5mFC5!f^96t_;E9Y}a3J zDRP*lDi+a?o+qq+ueRGgx1;Z>w=XIsW7Nt1B?Ve=XC6N|2-AVTZ{1$%M1ND14`T$9Zr+z3p1rl z;tr%53F+)y3Is#d-C8_Mb3X^>$H>4f^4`sB8(JzOjtoH-WD+gu^U|HYBM;HpxV{R9 z5vTD8yL(4!xxHmB?YC7{d~$lL#FB!JfjWl75slV?_fzg{pew?IcPm}Xq*^+5r@il= z#dsSX8hNSdxWbxzs(Uf$CA)|AM-adS=k)ngxH8e)|Ja$GxBc*{P0MlePohi(7Gh#)pJG34}_m!%N#7voir6npQDrv42Y^i`I!GnCO}9IfJQKo~$d_He_eEWj@M#Th;9-MEz{` zyi%G2A4g=WR@3Cm0fFOfQCVD1_3FONrsAdIr8fh3$0O{+E?Etl<3~yR z&A**`Cf&(g$G$sy94riJM88-3N|wRg3EtjtOy_MB>$Ce;V{3{p`99HK2S$WKf0yA| zd3v7H#KEZ zYA&hR^7(7N+kvh&Bk};;)9Cj%wi`=34K>r4YzOSvwpOZBrCq8XH*iuS}F>+1OH4|J3HeT@I-c7{cMl)VoUZnl_5n4bM2;U#@_X6=k%S zxM1NDXE0Z0XUzRlp|5v7-7rxL8Z@l0YpY1K*bWUw{&C( zn|P^x)459^RI-zMNcIM)f3J8pp9w>?5kJ@nsfn^^I%5n%%s2xnUwjh~W+mkeWNd%V ziGx`PEIAPkHYG*5kb(dc)FIWl<4-`JP(>niHTE2!(i^vB?wb{p&-iW0@*KoSCUN#r za7dN(QWB8hEJup4^{g+xAVYE}C5FCXMyU)tUXf%OBPxGccCI^&X2<0rz&Be7!*Rbo zJ$7!v_kHt~6VSCKBudhh$f_*q}&1qKwP@Lx<=cRw=BEs-$jIYXh=a+0e% zQn$ReA~@nx{HI`TcGuba$dfjQU)HDkY*cDTi)E$rq*@HOhjKz5VQjE;p$mh-Tj%#` z@w2?KH`w{ECZSu1Hh}JxpP!WlS$!89wnsGtt~->KreoO**s)pE3%nP$o8#UrN#kgt zpt&6@ZTEFka?7Kkx5b2kiQSZh!;wWIUJ->;d_H8|JZ!D)vGWms?ab$sKWjo^Ylm6W zJb^oNk1aB=m8PG^zZa%vY)Vr7eEO3pz_ujGO5igD&5W%3EBsj2Uff6@BKpmJTH~ zn+!jj>r~qkA@_mMH7Zu1tT`hLFs%iZIS9bi#-2%J_+ zV!lJy>Ut|^8S#4V_HS+}wdHIJqIhx7j`kdpvnFO6f)%b#Kp{4C`%(f7kt40vh}rpl zPIl^MBO#R}9_~PK)9PNSy~PkbRH<967J$QY^!Dpl@qA>2@LeoD;I{Id<0sC~E z#8UN;?Uau9tPXM&@D`rp=~OG_N@#++6#rz`=ae3nSTixNeP-p@4JiHq_i<0nj?;Bg z0;!ONL+Klp%Yyf>dgyU?vCo;AWDAlKAkyPI*}Xpu1<#Xms#O~~cPoIpP&F<8*^oBe znHYFPzza9Oy=8md(o9s4rW@b*(p`K$97IE`zoV}vt=+My{q0P&-0;VHVz&@Z)_;K; z{6pMmUReC8`aGaGcLnzya;Cy$_G4rmubyFkF}`%@vGQj+LS|KstSemYbuZy>gub(L z@JwRd$Nec{>u*`8C?LEdPJ;)wzj`DgyqG&=))=q8RxkgW4G?okRunWf%b{573h|#X zD*DNV=JB&A9Mq9W`$DEt48Nh#%;W%se0k5gd6NtndR~XYaW4PjJJr(;I(WrFTeIF@ zAh)qmRLDqNeZx}&qO`_b=n-S-r4InR4ZU4{f+v)Wj7- zV}h=fnY)=L{$rBwu}BWsdYR8**-a=R2<%eje&x=%6%W+|>!6}wLzwyZeZ_)MVk%I* zeV5cPPrqymiK<#ps@+d&T2H^|G2rRy>eeAw%nPj9 zBHnQoQyZ%Cq=)ExBMAy4GKRh=Q3{$Ad-$@RlX~j~{_vu^ak!63qY}9{$ z-@P}HmnnHhs1u>x=cLx;GP|E;{X= z36GzBJ)?mSM`PwNc=v#xRALRkC(24zf|+=XM-lx4}jv zw})MIt8&b}Y>i)_tM*@8TCkcJ;2#=M_1H+Ch(zcAd0%sJjBvhV1uWSAfS;P9YwgU+i^7m8A(0Q~!Zldj=Tv`C@yBK0L07el@qycq^Do=xM{OI?S5OiAcNfXJBL% z0DE z&35BIrde!{(7#A`cvmfv05Tw@uib0Fcn|D!-hf5B{*BDBTY-Li2;E)n_;FzRbgA}) z59tpCcfmD&{-o!CkqC#cVRj#V_Sq_it)tWHw-9GwstM6&yNa#Q9VmKt1mT8>xA*u= zj9o3+#4ge&*|^48gH>4`=YI)Z)Wu!HbhRy>n20x&8S8$-{+u6u$vPlFLjD4+H1(U zrh>DH(wU-7%)->B7@br{SA{bF_Vc4P@gCHE5@0+R(-HgJEWlji0x>6Ft{A-vt~GW~ zj9Hxcmg~tC)E!TyhBCz?D5n>SLqJm1-)%NS`Z{qZ?g zyn5X57QzKe)h&Nve0LnkA*X0N2LFtAQP@`+M3q%NYd&4hM7ZamJ+4=?#Dn$ zR)#?8Y|Yb=Fqb&nA>aEv#c3mh6PpevY3edm1H}euBRf&mR}N1TzsJ%K%vnZPRj|A? zN&U6qps+(oD^ocy@#Ijab16+(YNW7L;NvxtA=mCXSI@WVo})83F*TC9S-{Upw6^ZF zKZqGR%IxpAy!|g=Mxp+%AoKqZPpf^uAuH*wL29xy`B23HU)T8&b6M#<6$b-4u<}tB z&F8Hz-#8bm(qOwHV$~|N8a#Qpknzx_MAbiqIP&*MiO=Vhc1N&s%vsNBNPiCDjAh_iPSNDfgIvcID9fm)|R2?^0|J z)&U;fd1Y6dmY?!)M>zuPHa0fu0!DrN;^u9ZZ|4(_RibmsuzuKKqi(A5b;;@n0(QA$ z_Pakm&X2@~BiZ6069_PZZv!zuAC;d}qB zbX{UgGVS-8v~#5yp_xHZ?j?^zNE|j^eOZL}A-Ka}J7r9AGO)Rqd!Je%>Q--EjTmXL z=ACSc!J5c}sS1Y#$&1MKsV)l3PJ2t+xD=%rNHW<~7nGL+2~b4M!Exv`f=AqvoX+)B z?_Z@2PL%iHHt-I_uclBh_;F1KHpX8kTjC9&ZlGu>81y4ZPsv*$O$bMOBz^fA+0O5R z*R`;|e`FWm9TzjVARFV!*xPJJSe9nq8g*ctt-fs2^b##zKztDJL!d8v&|=fL-U~f3 zeNzF59NTkfDAc^-EDpD&+se!VKYb}EJ3`P%t={~S@5v4F?XTA$Oh?&S5$en? zWl93A`5cb;z_L4wTkvm`$f7V0edpX^R&ixdIeJQtNS}XcTO5cQS_RN3LA)`!mDwK* zI~)X${xj_Ks9wd6J^fSVyynzz4rFrxn>+WLRcicPHQy5_*^PBcOc5W3Z`)a`>(*5) zzQlvn>=B9)otg7Z2So1Pnw6QU5fZPlf~+3_e>7UWR4N;83veBQgE0S+v$&RuTaCf2 zDWjw&$*tw@+F3W;wb=bReAf=wF=MxiHf2D*L3NY^2mq(KR-~ojOIZXcc!%iAYz@;l zfxxvx%Wq>o%QfT;>{dbEU|e?zhPbp2mxscsxZJj@?=^1TK2Bv1YX^MArM8M zlYkEOe86Omjk|ym{5f*zX@750B@$|UgPM1xV>PaqVN7%X>P2{s-s4el^}gb$YRzi0 z_Eu&3u)>Ys{PY*2-k{^;>ocr_0_Wtu_MRn?^LUcGg0)>fe=a= zn_!ykz;COLKFcJA`%M(dCjR@db>2aDOV%RWqYg@R5pj}b6?hnkoT|n*x8%g#HGXJJ z#9dnQ4YwZEa$DKZo(mzMHoT27e`TzNw{TcNGqAMXwrSvpr>!#b27t#c^LJQ5^X7m7 zB0sicdU>~K5*IASC_-=~h3LT7u~m+AOj}#Ujc8ts_~+&Pc=TK2+P@iEv>kYW{DDP< zsZNjSbgMWUPoFi;dAdG46)pbdd2H{dbNab?NvHGx{L6M%La+y0Yuw6I7N0G33>LzI zu^u}eyDm+^#Z0aoNhI5-aF-@d^6j>Vc@LL1@u%fUStnt6=xTTR%XXezT!8XXI0HBK z^q?n{msQF~Sm6cFo)7Wf9iDi0p74^FOV|9KMKvR(u>Y9iBN?$u{T?aKS&Kd>qtN6a z(Q)K_>zI96SO;D<6*eUgru$wvG#mUNeMa*L}noQ#|ciT>kOiJNf?hUCKahf2HA!3SP zf@nc03#ka+9#v_WNbI6>;N{5N$gQl{lk2R|QNP)fcvf8RhQS3P zO}>|%1rp+^12Vy>m>bLq+65E|vm97LX3om)-_=zxLANS0Nnh=n*Lzj!J+wXRo?0H> zIk#(bStm|kWlTwkgQYQ}@DsL&6)&z#Y3=2_OgXkRmitYwH6M;pfzz4LZoo)eKoRqv zW=m4)Tzh(PPH2?|iuHw-y$vTxT*S7bghlli0;S*Wn_C}gT!?vh*yYmW&$=6W`17Y} zJ5S^YMChH$2G7(j?T3QWVP?VqM2ys#8IrWpD!)B2awq0 z45Vh0FiGa07Tj8NphLOvG<49c;p}GQ(mK|1CyqLh*|;3$zRIDj{s7OLBRcz(j6%Lx z4IPivR{#;N-MC@FFUE`WOy0SW3R`(YL&LY0j;kee)~_l+B?z`YiI?_#jAxjFI5kow z-|X-2xBZ;}pwU6u(GeY7#e}=;eB{*;&MMJ1uiM|XH}upvbw61J=MQk{ z?Sh;*H>Wd+FJ<7w*$l$_69Y?TyK56voxK#gvF4!KgxMeDXDu??}lujK=k*O6z*@`HJydm&H!!GKk5v{p zpgKUD`C{j$fRGR&XQ1A1ye+Z!(|1s;98xf3K~laXHQgkai3O-|wBhVB;Rp!yC%ZAv zY~~mnwme+Yx_8c%z_%B(dQ(eZ!Ek+y`nKS53-PNl!t6|z}18F=5 z`8N6jY8y`>%Kk5Whgbd|=u(4&0c0ryD)h^o!7G5cT3}KcF~q^G*;vCX!ob@BWk)an zp7q%{?BzY)R)E>S@F3zI@@{GuGo?#qtb{_mn5Hr|u{sk2DFuq`7+P&wMty27R#M54 zKNzVOrJ#gQhA=CV#aDyYFA_L-!#(=zyLNtuQ~B<`QGN7oUO z_dB#p`&|6QNZfNiMFmFy2m^H8^x{fcw=WylyZ*QwKiSCa;QZ-L79L}yt2isvEIB~b z*6x~P>ux zNMUf_>=wpI^EUihho-hRwTb0On6y5~{hVpV{1D3F5pw<7wQI7kPZH0!FwU>x?bWOb zgW!J<8@69`%EqID@&bi;omkBuiogu-ACz5`;pVONyBNfs`{nmro6t?>#$Q*I{gG(# zJ&-?y!2&J5+x;m<5=^QN{~u*<85L#!uKf>`lA>@~&0$bq-}}5Js=U8!>1*nRd+ZZ~w!v z38eT9c0bx#VJ^h?x*4Yc{QM6T1+Qwrj62Mmip2v9#W}KYpGKBVC}NlP;F2M-tNLgB zruY6swn{1zo>vHg)Tr0p=!Fpm;+>qg^^ z-|if+Z(ge1br|+s{bA*90Ea>O%k&v*D{-+k3ziiyg9iJgm{fM1RIa=3_L)|4yya4X z3LJH=SK?U?kCnA`=arAX3iH{U^x7_7O$gk63Y)q=On^d%GmTnbzfdqMyi*qXFC&|D zFOoZb2RDv7f9N0PbxSDEI~0rE~-ejAq7u24rgWI z+DfpUzzZpn_M(l+-~F!dSDgWbX>ZjXVYO92Fw zMbfc8v5UjI4ZD-04Uo*YFz_3K=~LT3EwFdYx7PuRf8vbPSQTP zmUiX1@~rU|bjQC&JXGe{re8LzCnToMKxP}+jKB#N7&Q-1suraQ2@42}!}lOXEjA5s zFpbC@wG-YN&JE2|t;ywGlhfkA@3sE(LM9x4xa{k~ASpucHG6FfxcFvsY1t#`2TOp3 z`}h3djd?Rj)n7$Ti{BR8GF5k)^&k*+xw{NX@SKGmR`FXrb4fE)H9``AeJ6n4`;g6dO`y!%`s=QdExHwuB zxfh~bCT~}?Ue>h&u7$C6gBYhQ+t}8F8w*8N^YsS;3Bq@cr{%^DjQH8@Fv*e*3neRN z%!|u8Vfh}<8(az!O*Y;v97?E;(LT7c8T#td4|Dn24<_>e?FE<_Q?4-0FL9D{7Ua|V zFk5w2PPnoFU@|-j`3zrO$$z&#W*C?+I;>*&g&iwFFYFfA3Lk4tx>2l=@4M@6`!bPW z&aCP>`CB{vQ*W?gX7%oheCvbxS&_b|==-)&r4$L(gggHB7}xD@iS1Hnh95-Z|L2#i z`TxdP|NnR0BYr#&4;cr)=n<0^)ek?Pp>d`Qz~zJ0$i`2OP5N+$5nh!;2l2f;{3u7L z5kNpJ%8Kq6aC#6-9ZJuu;4Es;(sjAE8EZ$vHx52;Y=jLz)1$7*h}-w%*m@9qyu&DR zzz8=eI*o}UZ*8k=?)94wav`0qeDTmLt|L7y7zaN29}+t1_|A4k>_n7r^ZHLiO7?j1n=5bh=ybqZ?_*_wB z)32~b*cf2_oLO#CC`Z=i8j6Xci6kqCKqr-zE~VG+WR6knxM@7uF9dm;Ia%DMh-{6- zDJiRb#bO9-9Xgi?72a^y#nr6!EQ<65Ieqljx{&;`pAuWsEG;hWw8XSLcr&i$25+;k z-*b#4VquMa3b{#~|eg5Lx(-3)Ow%uAsYy!Kfgq7__jF^23o&2W)AAK%@=ZZRiAZX&wqMPYTMrJjuvee*8 z#EmV$jSU{vw~v0p7dgF-%Vgx5W=^hX{uf(&3(|&1`CX{UA1Cvh(+mCK;;&krxX9Uh zHb9=t|DYjSp%Js|jr--?t3K0!GsCs5rmXcQXsIUm3tCFYHR2*f<=Xh@s}?+Uvbrz3 zT;bPK-hGC-KhXgHE5Mw3tS^lO%dtV-CuJ@#r%P3UZDh-taKo_l-i=Jp@+vxR z9u%&uanpZXHYySZtqb%DEm52wTj3~n?aiQ`)lJF&rm$^NR#WiFLlL5 zE7e#PDk-@|O=W7iu4Q*=y(7=oN+!?llVLx(EBL?A{M^pz)Bn*q1Zq=b=}U$dYjbSP z9@k4BEu+cCC^2w_u6NPJwr|yP{7lb1GrV29iys!FShXH{yKl^){FVbhC_U3ytINN5 zj#-=}NB6t3j8)=I%8e6+vUYV`8B5M0kY2!c_B%<%l9h-j|Zu+3cnL$}=#NfAY8^}L9DhM+!X8Gg&e9tb)V(l_VzAnPL zT1yEnqjGta>%h0fyJd0)a`EXp`kI$ni^vo)maMOqcconBP9ZJdFc@0Gu2P-aqlN>1 zI_W*MKCl`By%7!w7&U>Wm*`5edVUX(fx#3E6eem=PczLwvUgR`dNF8^IrO8(|2A<# z?}~(b>$%-TG%kGwjL2SNP8OX)tTOPU2}L44F!9^4afeG-;J4F3ZFhng>YM7FT8V;P^(=NxaaSsL9rZs9lzSs}G1c39HHUPHQu8sOnub zj%lbfCb}mD{Ya36HPCTuE?OL~CL?SZ5vK2%xeQcU(kBLGI5~@^dIi&ZKR9)v<;|u=BAcvy zbgMQg9<4P22(-^2O*03l&{YEI5Kj6CocR6EN2W%mJe%u0nrp$f8EB+;{EtwZ*>|-u1svPJwTd|G@uD6K?Ks)MNRp(dY^z=Gy6|oeZ^5j(?e+$4F`!s*o1Q?!+ zI!!$;CN#|Qz?GsFXk?S!$p_*v1VE_uhlU6lj)_+{=?lzQs63{U;?!^Mw_wUe=0Hf> zMk`W83X+g%I{3#ZlI|!-5@{V8Uf# zidBW^$?!*9q)NeulGq!=@G0Jc8Z%_YAXe#mAtY3d-a3dc!$fj;(REkNc~S9g-%Yye z3;!zhJXaIO#OLend0R^YI@nRtiCi7Fq3(i-6FgU~6Of1scz7}eU?C>{R%oHJcpctl z9*j|6V3C7R!~l1gF#f)qxE6Aus?hRM0IYMa*xqRRF+9wcwEA|&%+-}qdA4)}#w0jD z1#Spf9ti1sX=NlQfpJ<^SD4c*tKqg9_gcO*Qiz7UwO9|e zIB$PJdeB%MDjKkjzH6%6XJIT(0;hfBsw`~fPKKktHZbqMz!PP-@b7G2vh243Io`o8 z#-%~}NyH7^mbDDSyI%Q{Nm-aUSR8Op+M4dZ*}l)enL-}kdkoWX_3;({sk89z@0&+( z+6a&U=FE^#t@v8Um_RZC2)uZV9jdxKxlp*eiom|{v>LJV!6&Qe(tF4ZTv_jnZrgpQ zLxr;(W97}D3}YEkQ&Ei-^%{t#B}o1Csv|@kedn)`;-gL~AwqM4AWqXSRdm+!kk4~; ztW4V%dzXyKuF&s5hdm`x+($R{TB>$@xmEGNrq6Ngf-9F~o7enHJdQkZ-fsILmAp_9 zu5FX#n=!mXOP9+QSEiZ(;D%8|t<5i|H}2%$`H)5Nt>>NWLXp0(Uqh=8A16SGM^nuB zHBZ31iw9c1>|iY7Z@cyaJF>mDh8>$xEexhPFm^G2XnHPS_CrFch9i9J>DBZcM)JKs z;=&hDBODhrADBGJq~U!jr6V~HapZWaDXYUopeK0zc~;lgD4ZALAUX0p`f{t`_p`fp zbRrrCvaEMRub%Sg;}tQW_;HXNWWQi*uIFCS)!JHMAM8GsZ1cRiTcoeQzmI9e2*l~A z*w|{q{oLP!nig?;n1bd51&6J@1xF_T+GL*Rf+v|bq?rbG12w4lo?FJ*27UVWm2cB( zx%t5Ki&lOj`N~SdCUeJ_#F5TA{jcebd$du6g)2QXniqr#wqFh9t1Rr}tIc2hkNr9_ z@=DqQ>VKvZyd75yo#KDOz?7-~uP;9MyhK`(#G_e>slwyxCQNiWql7Fg=}Yn3>TZ{! z9R`{N)fX49f4a?@{6p|EFT2OXF<)zQ)62!PS@`yYYcH*jum9AeoZU3-IdKE-HhsfEJHzn-{10YD- z_LDzXy`@12(<$*>i|FqX$1zXMC!gqYrQZgHyRMO>HvgW9d#%^ocN7;hbcU2Tp{CkT z2uY;|5AXS53QNrViTRIx^H(=-WSKy3p;ks$`3T3N#oLY;>Q?5ao%&02wj68M%+H(+ zeF&)UBjBV_uF$<>;%LWt-Czy36J7#cr*mcYK5N91Xj!!zVXiH^fDyfV@3@o~MoL*h z`LNHSe7B6ob%ZKCYebBIDDB4{4c%oN8gozDXlScyJ@|ERIg3D+QIU6LS-53}uVZv^ zMwA^arR5A1YtB#QydH9tkT|@&m@&%IXF0<&ln=LQ=wF7$y?er7KZK_-V+N~hV3~ za0uuy(&l|B-}eFx7Q5@23#eSO0j{1qQbsoRO%G&vGD^fUiYLr3(L8Z4uz!Ieb9FbM zx6@u_yL4FI`euJ|cc+j^qQp*?*nh`g@X}Zxuf>x?TYeXHofjqC0!Q0sEBZymxc=-P zICI+Zc}N@V;xdMZ1dhHVgu?AVY33ccq@i!r+`QrUIeP9jbM>Cfa8ZacZpdfAIl5+E zSHF?CxIUca5c&*KQRtjo+FWopimO==PuJGnwH$yar9C=u^?T!P|BJ`TUWD$Td#5SB z=dvm;_l;wmP}1gb%GC{KN>wOCYf)*}CXbO6LQ?m8KdIhZj^uJUqw#e5 zYb=O##K3WNSC_+r>G=+WdB`6Z}P$P$|*Bq7H{TJ zp-q=Aj%63hYDQ98mi#<>cqDy>Jm8)DLQAhrpO;gvOdG`ZzM1|ROkK-<4Z}6djYx7Z z`wvf6hLMpi=#f;mX+FUjJ-TMxwquz&rA1f@9>lek+}{j2y3RDKtNY@YP7uT3fvhgQ z+Q*vo8=Bg^LL#WU3Ol^!Miv(lEfyy|6WxJ*-=ut zv#M9SovOz9GqBd4?I|8!W9lG_Mem za6Yp;wVq5#n_d~NO3nV8SMwRnWFj;nUZ0joy10_og)`^`JjaA-44(?lhuY|?uVPs{ zh_^r72JO3B-==&hFtPk+cund*t}=qeWO zPA)?IXa(=kILC z*>9zNVmm3zVxi-^9j|s%WR@>h8$G9gk@CE_z*yfofwCg~_`t`TgSHf5G*<%9Xy`W0u! z@%ne+X#Yyt{Nr#oyDE|$vWtU09PUICB46eux!rB2+}PGa9pdEu4uye4m&~ciWQNKS zv!H;Da~U3|I6EvcwS1TZ)AWSgV^sp0sa_B`Pg9nmSetc$z`v!-fI!OXmw7lNArVM} z*DEbWs`?h5SEfwJ7iB`%xo9nKlCM9*X>8Lzb0J{2*ybuPjpPRVbII|$3u;6jWaO9S zS7P53%0havg70L?J?}I{PJ*lx7nDvOVRplPc!yjv#ZOed`zuQif#$~MDBh5dQMsL} z5hlFt^E!#rfgm7|K*ml@^j^~0bC?KfH6=FgH`$Z6^_ZjGOL1B%ZEXw&(Y{gl?Jbf%cqYqc)>Wh8jsAyLKT4M88=j@EK`I;I9&ddP zw!d*&^{rvvd6yXq?tvJB!~+1oQDY*!(0`O05mI9apB640+cyU%wXV<3O>(75*=XrE zR4zwRNh|oQI0LE-O2XsdXL#upd8l+g{+t`aR_WRp)O`_az!S_Q`#|TrVe+9%b5ij& z&<$1K{wc<*3_~L*qYqf|Uvj)>I_RZ86g__UQQ8#ka`z0Iu$T_8W>*a$~_V0P%Bh_gN4C1kcPuU*eWOe9Lj3U0pl5sy&I!2=aaU=*f4 zsKi!!f%QsYz^TOf=t`sKGWf8KuvCPGRd{b~flB)D%SV#}8`jW8iv@z5ZdfpUFUPM? zRnz4rcqsJ5LKO~iw}R+2_~oLvCg^?6z_=>DZJzSEXo@?ao^|vOB{EiB@k9Ne0PIPp$=Y(CSB=gkC1G>xy6(ru==8 zHHEcpMt0^ZDEKnZpiGsjH%zeHiJ|E-@@OWY&M3uc1zzcgP=gnY(4wI{+vkz|G140R zi^L>ZV26JbOY&oNtUeBWZIk4Y(?4J1PatqJ`L%cSNLen}$dF+gK3Ko{Yb><+1Hnok zPuFhv^Bj!s2&bJ&VM_@a2QQ%B!Vd>Zihs&A1ii0- z)#|CqP9sjgMhET@R|?!|^J_K?oxRwy{6*YFYQj8!pF_awHVdwLIP@HoPXRd2_kNo0 zpN1t8POhdcFMD#_odXUjj{$);@x#$u3|0apvl+5$V(uM5BR+@w8YlMY{PyX>uY31| z6nHJ#0(c;fSn@|^=L^i3R8ZH0r0o&!J{a9m8mklUWA)ADv$C=-!^c=k2h;00wts?u ze=;N1fSmKO@!CFj|64n{)lH z7p$LX{<*MY%Bv~B{Sb)%n#jtX{HgmSjV#>Qtyel5)VVlVc&iWA_6{&*_- z?gN;e&9nRBNcQP4;hnmqSe>@I0xnEZLhG+sHMFGi~b3p`8LW~faj zqoNxJ&%k>d8c_Q|pMICN>BWg~Fpz*f(ED3}fxD_|!nGK%5=3%Q{nmYI?tfH7kRp}S zizV4CpHNh$HR_yewVc-g*MNtCU@H*j|7=Z$v9i-#+mGZl#e;E67F5uiV_HOCvvBVt z+=!E4*mcMr31AcT2DV)qp1;~o4_Rdf<4j-_ukJ6XIr`#OyUKoYq2Knkv52rzih7S9 z7VDWu>L1;Rs{%ATLfVVRS*93$f$IW79#E#PxiGxh&4ham3%LrYM*sIG6z${I;OB{; z&}AVCFLAEdb!Z$`7n8k4j$ixg4qVPr4W?eF8(3y;>*W39$+C|S{67{J`hxfXCl^2V z$C>3ofvbi}Iu!W6B8(edMvT>E*PUl;)NIG1s;5zfHFX){~ zkV$}G9|TkeP*_%;0FQ^H07L+~+7B*DnOCZn-)v!l0|~8{h+eIg@!|CSLOLc!#y^ri ztCB!lsMU?k{n45aONnk`J=jR#v$F-ri3b+n#aGR$is6Fuuf!gCP7ham8k|n35?|3~ zsBu2MPyebk$3nn@{YvyRwMIp_&_?p99KPAK<7)Knp;ON80ApHmuu)DQ>2y@68nv7t zZ$Og66c%RKs;$BUd{?WS6xv?5lvFw~wI0Wy?H~HqWsHc0=);eTMAvn?8>%6%jIE}l zfalSYhTgAYdVGY;XT{9$=lfB6$_|$nT+1A9vv*VV0B)x73QoSQ=2Bot8c@fWXyjjk zdb{JsbzGV2)!LJ{sk?Uf6!N7@-UX*?`zuH&3k@8X881{YI+iWWwl8>;1F&Jo?^St* z9&Mf3#a(bbZ;40OMNwGCGlhIPnR!JESE7`GO=vKCb~y76zrnwDy(iK9x7mDLUYcru zWmQQDxnkH7{V}iODdo%O4ZKVRbA?;R4yySC3Ejf4$@c9@oJQs&30zM(y)w|amn`Et z$2433gT*qY!;I!#F;mX~SSt0}ieQZ+q2x#=7)^#FUk{o54I1*`&nWLAeLnQ9Llp$CttV7enGM%& zYatKix(XhoboU=j8WS&Z7*>vm029w11b8V|ovUuh69N@t;m&?)8}NRh==> z4ZENX?ZooMTQRT%?T3mlLT z3tQ{yU6r+#(Tt4CruUx1P;0Z`b>uH&6~wq3+nq=I=&#CDO~hU^weDU#QF%)0O(^ z!nf~Ulv`)&(78eFrFU!-Ep(QeboIUjrK;#z?e1DPz4~(j@}><-77%eyx6s4QA6adz zWV;pDW3BVwUVtD8bS4##W;}5W=Tw~&x!X6INEMfIAphG8_(t8@b^s7i`v1h)M5hu)4`};O=a$;uR zB$_E?=&Cbk2O}pQmy@2yTwxQ0d^*E(HH;*71C!QBiT5G1Id^@=GOJ0J_R;WN(qz#0 z4O7vT5g4wkkC+z~TZK5;8QI^Ur5_i~%hOlwVN2SKB6$KEn8T$z>=G-x$kqfXS21B1 z&TESHn5)hEp?6Tit}KBX>NbljRsiUP@HAzs(Bw%HLif4nc0B`p#lfmivb_JYP`3H* z7D{ANtL$xU6UYc^E(&!3;H z=a|TcwC{yCwXr)1Fm`gsL3^6)_onVT;8elsAxc7qEx*1RYJp)j1eS1g&RVId>PG#B ze;-460XTlfqBlc-Vpd9&f&f)+_!{ajkYO>$o!gj+B9?VMAtT{&Wxg z*|xj4ExD@HRAOis^nDy=y{_X`!PrM1{OFp5IMtuV(H~fGMFlYsiGdqlNi)n;GmQ>3 zFVHv({?JujrqjyFp={*DHu7#(H<5Cd01fqAzi#z)V-0?|`!iEq=xIvzAW&xaX=P+J zXvMcb8mKh;T$wh?t6BLrQ)5YaP4azGR_sF(VsrAON)9&ugbZJg|5+n5_KpJ3uEpLQ zIkhXbLq>U)rd^7~09|DGOp)Fj#!@RA=HH}WcQnT+(s>hCSCuwq-cUG?sP9fUZ`c(t zVvP&sHutf;y&FUB)Di6!oudYlzEvg*Ma9nRDu0$SC(7Lf-IdL#kUb@&=g3d)$r225 zPi1~SPREVyfE7^Uxe%ZNQqx3&{{a~)9+eKxRKr=!Ttr``%zKuN`HSO7z z4?o{F1Tc_-nCOR=PDvwU`)%iU;Nj0TYa}{xbPnR#pwxkwN2D%1*WeNzrCdJrb#Jda z;xxN#U)MCW3&X)TxGlOXL?}hZI#Gw$xoH6T8(`AwyjDxN{M`X#Wrdohj3Nm{<9b_e zC)1#y?eimuQ^;z*Gcm|8Z+gKx^cDIjJb=p*koLdZQ~X4z}H)Oal=xa@IooB@HYb29HM6x{Vj{XRM(Np_QnykrYOGij+g+ zB-vRvI6{LN-~LSZ#rFx3o@%dOXtf_bbDwnZDZ+$JaHu>2th@RMoj|p#N0rmlD8K;G z-6(<_%MNx54hN;UhZOHV%xx16mp(~(MRLqj48as~x#;Cm#geh9n3x21uxH(^nY%r0 zsVXf*d0j}I5(T>Jy9nCW2UIrhumMJDya+i)gLxKMI z+3|405k@C=h_Jxv?pyDD_6i2e?9j0B+n| zUpYs4CT*u7@&s$yYk*V#<0gZf{!RRadbtk+(BJ*x=RcqkLQhA4yHAsrPHokWV$af- zQ6Mm@svvD)PBp@5EJyZVG27+tY# zPmXZWI;<`k9HA*8S=0ls8{(?oIK(XfNaMLW=P~A}V%6LAb4Wl=j75`+`CI_cIUWIS zqr0pRjz2aKmKCb>J`+mI*w?D$8#WRDgYwwCd8>Nu%+Xf)=@+l^{IYNntjpyw&yzPxJIt5y&{e@M^zg)F#{wGRkY`#6q_UYWI{gi7{ z(;tQw9{_*v6R0KR|5~$QX;tQ_70<+Z^~W$hOAmA}Uw`td-=$EJ6pDg?-G{su2nz5Y zc(0R)ea>>6u~GYodW6Bz-;|^YiQvpf=Bm#Si^h=-De-9Tts+)=_bNG<{E$Tg*uIVbw3HebI~-Ul-vPFtm=@Z0Fd3wq`xk|!Y1|MlH5Nsh>&cF zxEP{EX|&=MOYVG_0O^ti*xoNh#FwQ=zWQYXW(4+BNZau}uU5KLOY@FP0rkKex3!n+ zZmx-`Y3q zBE>Be_B06-yQoLU@91tZb=GmMBQR0HDLI14A~eCA&566q_db7d z$+Pu_F{%k^k=*XcNGC<+C9E{?D!Y{9LTIzA_Qy-3wJJ~cic|^(5FauRV_X#IH*Eha zgr*fAJ4rP_unX5|I#3xGDo7M)Lt3owH>slxPsxpaF2H z@2y+WrS8^IF*~ovMmoI;d$7}3uRD?PZpBTtt z83wHVq7}7-H(BcQw5{K2@7s3IU>0>42d(b9J&({GytkuM;-^?^Z*WOD&Y8|Sf!O4p zboGy2nw}jnT{^z=S+d=_tMrOIoK}M*HG+l5SMhz1@|i5cYTM}FrTu{!5#1yVon&eu zT0f5JZi@Bery(8;)MohXZX%avmt3*?m|+UK@_9nCO`>$lfV35r&co)toBCS{$v28z zz7mFKR^#gjTP2V5t0@}N+pT)*-3ibLGs1kD#s8j=cfNNny|m0vbjmF}s`w6GROd># zw6^{&PwC&;)aLEBkJ&k-Csfw~zQsU(XA=_0T^v1hc8=w;=r<`+^!z_^e&A^(9aV|^ z(Mg=+qt|!~_#UUUA3sRqO|a!Qa)eZ)v>bjNtl?ndzoRpIOPjQpcNGp43n}UmCWT9U zm!Q2=F(NmQH&>?Rj3o|TNLM1UPez8xz}fFxJy%MVk)ot=aGtv`AF$Xkwi~hNPenn) zdyKp7WnKN8Qsvox1=4R;zkgnfap-&NnauN2PO2@Bpc!6j6U8QObZq<1Jah0RJ8XIp z-ED;ck)Wrj92DI{9)22ZTfAD?$?r$ccb{y;p4m&FjM{chZo*0#wm#86Q>x=n6+>~) zK1GK-?+Q>{f5^A)67}$f53BYg21=UM!~HTCTndkec6>Utp#&DmnqK! zlXP#%TW{3(DrSf_@(RI7j`TD+30{=MOaYIU<24bL%fOK>2`H!gofWBG&39Sm|5;+R zXBVEE$fw2J^hQtk73rz^;aHv{@KD+J({(DIh&l8>_dRmPc;vhP;;AO93o%b(cpvhT z%_-Jx#Hq;VP~jhX-{I*_I5J01HPSz7z#0yBT-cAvM5)$XKOtrvo7I$rp*%VgZ^*UC zD|wU+>tuhl^%f6ijWb&Y%~EH^V3_b(gMVzGp09viEzlA!fYNOrdj090jU2z(HcKAg zCl7rV-lupG9SaFn_(9F`JpQ6^6rT+hOfMtD+6}NGMQAZ?wAc*+q3aVH#$^JPdVl3CBbTZ zXMESnM)^28Q|TE)P2!U~Ow^W9eU~iX9;8a3v^n@WJtev^94j5t#twXzj$DaUQ~rHq zIr7e^2XA2pSkphS5!>=oxF;;Yn&{nPKk8-6trk6>Ggn+T0fI@;UE$_OJ2M zy4=hWx6TwgHP!j^@~EWtCqAQq4Q``?$pHKBdn<=Z?#7Pa#$G#~m}Tg^+++CA)zvjR zZSL2uJnY~DM6RQrE^{fResqgAunl=s`byBKtbZ-%l<)CVW1C3bgHn3OQEnjLJ?WuXDiBr!7qmc(2+g**mXS=fX+U`zrOMYZjz$M8;SF|&-AIrOu1?$*OJBiD18iiH8 z%&R6@tJYS`MN73jm}rpF7lISs9*qPOTe#F~ucpQ!GY9zkqWN7<__MA23uUT;f^0OC zTTtyrh3XE4Ku~FD*gTIeWa^N13f6ip{{O;@Ee`HE0iy^G$`7Vm*h2`#WN4PAr_cfk zR<;cj?%>Hcect+~%x!FPn!a^R{J4HhgRCEzn(MR2!)u4S>07=+qBB6l-5a^U|RA_bxHA6!~WX3~<^ccL(a6qUDQ@RjvjQ3euti zd*krXnB{~{0h43t=XPQ4_#7fRYP}kzN-dT;P00scx8B|y<)gR{x9bJcTo(pBJN`h& zCIs&Md*g2U6(4PqU6J8GkF?Kh)iPggcBNDbuk9PpjOIB4siw^dXf>M6nGbp1%K{BT ztV=bUCPUL;U}(8HihB&Hs)NlsPVn7bDbZ11@lx>mSk9@%|8KqAhLQJ&*I>7cpVkpL zQlq5x>6=}#wWl0ChK59BWNfGOkSR1UCnu+k-4?d_h=CGmpW#Mqf2wR*Vx;a7xsPMz03Ik8Q?3*u-*N@w622bTD}E1*u}TTENXP(k#Z-)`#41@c^O zT?-Hqe$5}PuyYzDvem@p@oStr4A9%X{l0HL5HbED;asG=Rj6W|^l4K3SCTGE%6(}3 z`ImS4MDU^;J3QFTW6U%6=~M;ZTmN|AUmWo{G<4?lDN|CmQJD(a4(*DRAwpp1uO7 zsM@g0M?A-9vb_#>$C?TbcM2vUUX zd8F*r<9O3{sKdWvFGNI@|NBz6zd?25Qpp%^f|LZANmimO3v#F*hpwfv^eZhG#HWm)oN2h9;AU#;IF=z{nqQn{s#ma{_PQ_2L(vVl&5vKQ6r;2SS!sipQ z{Th&6`Z9+~LFXvWV}D=yR|Z2h1}_}o!R!L#LJK{FJ6P>aU4GuKSZTQg#Z3#&#HXjG zd>EXDS+z+r^FfmT3+-VOAbnqBb%v`A)YaYxE*aRn@14G<8e!nwSX4=(2tx8FXI>;b z2dRsPe0}Iz%|ckkdMtfvVv!+;%}c&!(}lg^VrkzX%2$JbQHW~4!|)+|FcGQ~Trb|0 z8mLXTI3snh@t7o=A>SwWfMR(!lnUr@puBj@an#d9qx~v15+l)P;s`2O+oeyR%_*LVibwX0;I$1ubZr#fY2b6J~VRK3G!K5 zUFL+8q~~_4>2v%ENawUWIJ(XjcIz^vx}{ty2ws>6B7QC4%#4`dC8Ghz5tp3YgsdTk zc*T6j_~23zLI0US*!%D6zkqwoR-ai-p>vUD_at67E!w#GV)VScfi)9MejK>jf3$nl z^8_z;ij6#&ouJ38lD3vIdf7t6J8zWyPu^o`d2uikvnItV$h8xS#|Z818+(a?Av)?U zE<3}AertI?n{KXbzV3|bCdFb@;zF8{wd4z~&k+Dpn-Htw&V80&`hiiK=uXtlJKSxe z7y23=-~!xJNV^-TwB-%%3Yca*h-ncao#xHv7u$&63xo%W)w|4xUI$cc3?WVhC}mP8ff?a&pK zH0feV?uDa8ecH+rBvCq5BV|gjdTWLl>4ri}OqEYj(Zabd0Nt`-+cqgO#Y!_*A~})`Vv@a`ujI&W_#s`10g1DVUsfBQ<9#W=UC8k!f~HzCp{B5 zbD5_HSIXb-^vX9Kr+aFXcqqD&T_F)Um41T-Pgu8_q*3^fM1$9UD~kFLXZUI$AKCxG z8NT`AfAPidV-NEzx<4<{j@U~>-w4|3*o}I->t6+l6<=ejt}rf#oOK>NUtauc!_9V} zt7YUYe#rlcjFbaa43AZT{dBBHpBTZn+22UQ;ZoDgCwGfaTYGi}expTBtiqd*xgDCm zk=@x+2zR(^cuTk~VL4$xe7nubQN8R=NiXazm#B2MQQF2KGIe$yWk)vO&TtH>xHo6U1H*Di5J4KhaSaojg>EyuO_ zuQ%@wa47zDec8jlR8E(^-;svDx3YHl$c7c<^f+-A8Y>6^nDoJyHvF+r85vdoy&+AKhR@f^qhop&N>YXdg^IsU?TC!e^O z-N{{V0=K2-9kzs%FLyJDzf3-t#itjG9aWC=Prf%JJ{shJkx#fw^&K9JWzz> z;x1m6GqCV*;)-ftC|TbI$+rXjM#p@Hj0~HLZo8y-=m6}qs zJ?+E}3iDsBd|&HtF3N>=2$89YUWy@qVu+DRI$mz2nNxIWjkW*-W?|V(R6zi5_ZGe>E39a zxZV_OfJoVB-m=mrD#ugwOlojp*puDpn@6~VZ@e>pJmlwfQ{m~(ldSHKxba?dlZ1-> zVth^7Uw=Dtf6B7+FnxOa0LhC$tjo`z9ucFv$JtY(B>knD=VkomnRl;xW zlty%VucYkBIjTHkcO2DaAeVFhJ>#ynV^LrBZrD1JrB-RmsFi*`fT&Y+Ez7*GvM-zd z5mj#pLrtqd(aL11OXZg%8U<6-_l`T@^iR=7k7kRoOD5-LX{M{kahR=zN-HdJnw5r_ z$5SaanZ6MBW#ze)mWnrcbsH*vQ<|{G82;VQ9@{eZ3hY@<-MS_vOSIA};A2-xu;ctm zzxk>9u2%7ab!6Ft;&I9nMW=mR`xtjz(p6(g)-C#Hgp@E6nljB2Ud6d&Jx1TXy~>Rs zvI`E(ycGVo${k)kuIn45VJr;25Kqwm&Y6F4prqr>3GU#N;8u6~{r&i*aK*}DHQR^U zITlOHkkSGt5^PQ6o$p(mR<;cRe_(X}N7d0i@ z5I79*CVQShrm}5gLqp}N5soTYPQ;V|Zsgv!JG1HP%*w!!by|; z)vHl`-q;=BPDaOTD$9WV5!_A4cK}C|y}8Nuu(ySk73DwQnc(J5RP$58JI&91*~Mi9 zqy><}x-huGkcu7_GM&?CbE5Ti{>4-CU<7rj+jrfnb!0y;O7|{PiJ?&{4xTb{pbLgr zlS+hpXZsbty^+q(Z8)3J=B_e!2 z^dzuOzMj524uvDUpr|>_N7x$`^c9!qzJ%5yL0EAw-+EunXL)DWqR-3=Hy;4?;ffli zfKhmzy!V?|Bhn&!O-+^B50Tz@jp~iUDJGtoSD6~*tY1iMaj|?X6y!AEq3UEs z)nEmvxsm^OtC=^h*qQqPfw#H!9mSgNLGp`rYuD=nB&#QAdpXqf$uqi+cQ{S_^ArAA zFYsYs#`RUfX@Bv0xay)#!XZLD>L%V}jm3oZ9<@I|6egO;^Ro2yeu}{2NL8QE;^V2j zY`Jv26c}G&y7DAN+`V1#eyR1d@!J2&z@E+33q4BsskJaL|~+`HYGCvs4*e$${=rk>PT{e%qwH1xkD zBwVoo&Blu|n~Aw1UOOi9NJVv0Y@}Mu*jqT`3t_K~Fb*_ql^Tq5K#B~hFko38T6Hv)EvZ9n*TCRo(f4?+l+BtL0Yh8RCntg4^9AWOWt+*k z28K6S354@pxQCrj<*U($P6v44$V37w1fb}rb^4;MG+Qdje0ekx@8D#?!Cb+gdNTTc z#VF|tM%Jh%`0$Oc#FTSUx7m?(pSe{AgfNh3sTC{F8NlU?ak4!NeH1>=rUxsrPKW!O zFk1;w_=m_g8QO{!!+Hc-s}gfkXkF~vr8)*_aLA_&T!g}@eBe*vv~J})EE$7o2hbwD z7iOkzYS~~Uy_aUZ>EJMve2>-c0;n8dZ$WuXI0No zjxJBfCd#vuTr5xEh<;U(C>0+1?5_`3O>#0^YG(dUNjvym2q4DI(pcN8DGcij|Z zg}pw$w*M~6G!^xPJe^o*hyUdLG>Lgix^qqKJoPgU^{3GNtIHZ?VsR6X6`0mLwiCP2QC)vy`awhfctaP0jD(9aWK}BI|P-^zQ4*RfWgd4+K~hg8rw~^ZfaTX*4LU z|M{iE-GWN_Pk+m))c?g7DVN>Lb@(hdB&Ow?oY=svxn@_;Prp>&ZvUagq=wg1p&~H4 zDokwCQdo;#Wb=uKHsLybaLW+mMa{N@5v}-#1)ri%mAC$K)i=xWw;~Vq~h2^>%Dec~xHwp=Td^QGF6a18^b6kWb~(xZ(-W;|Q}*R(O6AR;oYqn= zyJa&vw<_|hiaTHr%T3lxAdLrR%8aoharO)ajf-t_&Z}S@16Dxb)!KYKCYwnhyO843 zYW7B_9cgDSS2dH6(<*IYr_04DAqt~*g>3o(o2J9uyu79@ z$kBl3#fsB>JR}e~4|(YzORw8V3*bV1eaXO6IfninDf5_t2ktFZX@ zWzYwQ%kZWwhuVLQT))Z;9A{}-0}*b&Tb;I1Uj_O3P&-5C2BYeOgv725e5u^1Xs7rS zd`P1%B3i^FaS-3Be%=Erdd_P$b?UnWDt0ktQ99q+W7chBTyJFY)Zxy=e4URclGb@I zaTo7^g1dM{_L#m}u1QB)n^PXRA zfH7U7=NvkA09d?YBbEpxWb0ypaU_a`n-fmi=%|Fw=r-47vR&(^&lFEsCxR}4F5F(c zK_4Lv5Wbu=d)lKO+*cqWW+LT#P~NyxMe0-^L@HjZF^Hb8CXxrfXW#J@=ThhalK7My zNW0-7f@kfIH_yFmds6vFHRc94W$vwVTh8<6aU4SvjDXiO)Gv<=vapXFDk9A7*#C0U zZGH<(?^Ai{zVTCL{A-z|c>2@pr}4bx<_@Ce$rQgsi8|6EJq2#b&D!o0R@Fq&joZ#} zIa#9o5%AJD^16pr;ZEbyjV}V&aQ<;#dwRw2%u_fzm4RX`K0?*Q#?tuWYIn$J{R>=E);^oF7Pyb(*v976d_~l$op4+N9*br zC-vDEv_VsTmgbFulWivX_q(Z{ScYra*2S(M-Fl>2A>zFPDY2?fLqDH04!?3@)|{ysJiN_TgMyXIvQEhp{VmoO$inC zq-3F40XB7J6d$gI@JNIaXD>*?#pkFv|`TIly~vYcWv})<_}aZ0Im_~ z6RLt>EFVab!Z_Oe^1W+73t~SWKR>_0g~Q&5pCRX4I9S@{A-~T)y=&mFhK+=G#rk*7 z4GImb?b*m&p9HSn2vbyO8L?CJo!DSE&J7m+@%BYj7>Y$iCf#IpUyIcpR3WCPI-n}a zklt-TsMyf3&O^lx$<{LLU7iA3nT~ow_0hXD@1#1LR7sPep530_`|SC4&yl-nQk{=0 zdsm=1^6q2~91& zV@;mKuy~!VPI$Ezz z%RdWh8}Kl`;tB_lk+|6@VH**M;Bdn@@@_qip6`KmaplFhupMEQ=+t|l3b!T zyYTnB80-`kd&PY^L5KU~AA-76pX19*-Lm3&-}7XR4;LU`?2diz-0 z)^2WN_c_zGX`{g11w~LEB5l`g43l-7onbA7(=LF$>u*95i*3#o3!hr_Ld6N`i46D? zR>CNygdY)D-z<(9$ZQsc_iYSEhmO)m7;UL56tC&kHfYZK=xy7Z?$qk`)=zn@*F*T} zWfY2!+AgOv-<}RT`2N?Qa}a}^uf~w{yvvlDp|rt~Y-Q^ta}Rqj-N8RE`oB&EpblWs zVh1hjJcG?{YC0vdya$9*UNNx`!kXp&O9xHZ%O?Pe0pDw$_iW)5=~h?*MbQqM32D9K zwwR^w_wQF)owK1i5vRDMty$oy*WN?*ytz*&1O@2cV%bV;m&kayf1_#jN4-v zB1&AhN_4^!6lS==*@IiZ>LeY6n{nGYTc2MYTg>glc8d=w1`B+6Jup`}$WJ%nf=x|^ z!`P9e=d49XB0_5>|d#9sAXQ0kB0{jS$r}d#e)F9>#*Cjw$ zWZid1>?2@&laWaUT=4)VQ{&-2^J&4pl1>C@+%&Q%{DdoJgl3gy=a*-c1ym2efa(d& z;3>ac6@ravRR=}eZI7;fTkigM`M1labVRZRpzV9nNmli=$dYpC>NiO@TxDVQK47tg zs#lyvYSJOY`9Scxj}dI)3=|8&VnVM)+w^q+SoE&8mNT`}VvW4Nz1#rs7}@&8236H3 zmYJ+h)hR6iwg`S;f3v)AEeK&y0x_@s9ys9A>>kNg_2=&7hc0V4?J=inV4}0xK z-{#Pw9eqg*97n-k^glU~V6_jZ4+e>7P|doMAo@(D%@k94k9r%%4TK*+0ks4hB`yoX zK2lS z`1u)CGcQL@&g}IY=HSYq*so(8Q}+?DVD@M&aV!?%hwpv-7suet-~w;G7`LTsS~MWw zy#OzPA(!^MzjFRiR~?sW8u?%8RtB(6vi&^}{cp>|bZkz#0=dG}F_q5CP%a z8L(Ku|L0OSs80vR)=K=1jsUPP25D0G<=6+{(N1p%_I@wy=QQNm=O)nC=lx!YyITPf zGdLr5ztL&0s*nE>%%#ADD2l?R2QXrO5%&1zWx7x7B|&xJ|Hugf!6LzOfE|OxC!Q35 zZu%+OCEFY&NJ5z(fB=W^jCYqlqKC{bClnq|1*!#t;lkhs4^;=2M8=Q+kDdbds7m(x6%N5%x}Wl)%`J&N4t z=43$jXGLk@a=LtX>#zmQ3dI8~Cd}`54L9KP0;0^71mTz_e6Y%p2ycVdcLaeWS*e2e zg=Ft2RoRADP3pG}=%~&NeFTqQnl!n!{5bCQs0;DEF=6k!KG`oX)~m+ZEG%*~6wvOc6Ty zDK?_cdz}w6x@FGk zU}~^j%3l#>ZOc0%|LK6D-@mN3=!N)NpE@xDTjbR0o`hv9HPPiDd;?l8 zu(!>+XC*3)jrERfMtYS(bDc^0zn$s-T&8tg_9fLV(|u9IXSbaj`3@BYg@uud`;BzZ z*D6FK(n6FAEERVIh$2K?`bwiDsVRL%qocx-V_Q|xkYgjh6JSt7tY+tjR#~?R>Hm`o z#lulT*$ls`;r4Ege1xuBp?`gvA39=c6Yp+J%kdVpDIA_$M; z*&|>_lH#8o>)a=()2_)?iWV@Hpv~Y2Fov{N%Zh0$N1!W}5aX$);ltrMBdm&K|1ovc zNf99A+I`3n@(}Td)@eusN(XY@h0cxvU1J1ltRkMJvCz@}&w3t0fm*Y}zO)M1r}yM# zcPJ&A1%>z(;EWbgcpha0VU4K}YI)_!vO5%3h{gQCXwZ+5r_h~;pfS=TtjS1cEQbGw z^U;g?pTe2R^A94HerFHSMIt~XKwMEpZ7hl6%rzR1HRAZ*v~DX_{WUY*Zo~Ja)xIF1 z(#eu7Bdmt~Qw-#bfYy6_232}SHW?xFUV?=6p_`$F)#d2&^x%l#g-0_=w6rg-e(2{- ziSqK>$ee^e|9zi1?oKz55V5SI_>=vqmdpYE`IMr&)A+j}&-uf8j(?Ynd-a#EyS=Tb zuf(SP9~GB4X)*VX<=-BTd?xulr*(0vveu-~?NQ(2Y{H1NF`(gEbzY$8pGMr5aDxen z<#9Zj@C$+%GknCroFQ9a@?IOSF!Px`+xz1G;2|#LgH!fZpc1Vh5L=qk;&TmcYH+~M zo;&^2YYPU54b>6k>G&E}P88;uuQXK*F{5OFK}^D%^&wdK5%;ftpI6uD0k)5wKB@;_ zA1v|7L&`tnsmfwTzI+xELsy^^&o(Vf8GO2yDf2OqjCi-7)^}`IT5v+<5~=ef_ugsw zOwF;l=zKSb5zK>b&UsTJt|<-7Zx(;yJHo=9!gy=D7y`5EX<1wKT4xxYpJOh zB9LACY|f?sK7pnG?zmYLM%|KD#g)BE>O*3DD;^gTf=oNnMwh-3+-|%+Q$_R01A!RH z$RP{Y2u5z**cF@Y{q~(r|GlKt75?b9rYYd)3}}*F@3k={KGE`QMaPmF4}@IQiXKnI zI}$oJlEXGl7*GvrEz*nkcC zJw0%{fOi!vxH!HP+vB#Xqm5BqD8_TDpC;6NNfL*JU3^QK_1!Cx+kuX*xWN252dQ=6 zzqQrC7GGC^1fllnmDqByp@<)>4BQ)flA4B7H}_iW%8eqi@wezlV~VZ3$61wEsB#+v zd@Z?{@tjnFuvti0cZ$>2&TWtu&*0e(6#e5r+$l%X=$SzCyf3EQKr^)U2&XC?Cqunk z>YP+yjr3~AUcGc4DuwRujGtIa*j)PO$=}<viUJ@Qi4zA( z$&4Va1Bs(AL$Y! zB3l!ovqv)HoFPlysWC-9qVg0gy}~9ttB8(Zlwu-UYK$g^C6o)RKXlNOXd8LvxCo!x zTXZ7?2QLYzA`Xg*4hz?rw_=uYaVGg3&Cs1;sY5sH@+C4p&N;2Q>60~FuRa&Qp52dv zLY*oiN&QLBdpIbPP`Jg#Il1$J5#TfAUE-1fSV{uGNoT;*DnP$y{^o{n$d$~9O}TR0q@fwH8g6)mZcamo8YHg>Gw*x^!F$UpK$Z+6xYFN3*XwzADHmC>VJ5D1GQs@ zSTjpZ<*3DD<>4QBP_rIE(fkZIU)sNSi!yC34#%$K16BRQchgtLSw%SSBrJa!b%WicOb}OT zW)|0IIo@lVcw0LOEaR@fL0e7S`MfSA`w|W*2g&!#k)=tG*s+ErJSByTc`WFo+aH~{KzKy7#{Pse0d=je+a(^e&=C)E zb}ZZc_$glJiE1|Uq*IXZ54_~((qCLG_5 zN^~2JA~*IUuUEf=L5&o*f_~w$mYV(EN}xZz>9|#70>X#FMXRn$&P;F*DCkq5*!$V- z^nkvU(DVU`r9mSlq-hwNnAOqu`p>zvUpLfYI@8-iWhA!Ft-%jjICu29mxo`o>uLhf zGsXCLG{Ib8)6HRAQBRfCP|E>Wm|dEI7tv3Y*PAFaDrxZJJXq^`wFk;hX6ybXJ>$Xp z-vEGdn*-D8wJu=jv|`ZhpZS1NBHn%G6ent^E&yt)vcmgWG$+&?a)d=o?zKmSs{n8Y zXpk2oKi+u0XtxE~Jotz}6LXI*yW6d>aS)iAJxz;-JG_$^(ZL;i;SPCCYz+C7ADU@=wmFigR-jUsWvcqHC~)Ku}rDfefBSn$O=AIe9} z;NUgKtHav|#KLC8P-J7D>7l0qjy_Rwkg=7eLXk?Ck8E$p%%D88dQoBM)x@tObbc6&`>4 zQgc(#Z&w*r;Da6DoMoNZ7dWtzdT9YH3cxzsG~ar^E^I|(`1!}t*{l{Yq!Y_#ko|UP z&Rz;SvxP? zo+Mj2?=-9VJ@_mo$S-u?07T!IyOmqjTJkf1ktU z?_-K?xX$TV(x_R^7pa`C%bN%`a`3n*ygCJ0ruK~&(^N|hGlv}*JglKg#ms7oP0Yob zL@W4q0?_JFbnsO)T3EplD^5Spyh_3b>3`j@!nqBpi0paXsPM!4F-as)-@PD9l^zMI1e@vjLX}R?UT5`O9ND7=J&!IU>H>n)&BYR zhR>11qn-J8Bl&Bt4}V>&H1tNtY5$0X>8gT_Z4Q{cTop^*Ftjtuqs`RYIOKr-o#U@0 zO95YS7nI*>uiu?c4bj~7(g58HauqD~a!cxFCh_g8hS1_A`|^Wpj=l4*LSs|Y0eF$i zE1d0B3hHeka;ITc+cp<#n8T?n(E-!G8_nSc0&1z2?Yj0!33B>w2n3s3s)|I zA@4?q0jl+d>s8wSdjSY)8It*O(Y00K?s?$j44&uzsaY&rJW@CP^2AolOHj5%&7iK9 z|Bn`skPW+U;Cwn@N6GVZkAE&T{}b8mzu^xso{GKtE$L5iAd1%9VO$=nmCX1bJZNm_ zaK-N+8V?a}LI*vzH+iCZqsVD460P980pjceB;-;f86Kttkwu0GWs7l~upR*Twa@Ju z9&~@fmKxi*3hLwFWu;4!GM0j@P>t4J;(Wkcem8OB&y6roB?^9Zo&i3$x0c_$!hAh$t(rDz>#ixD zz2pFEtY_8=a2YqRQ29Ux^9h3Vn^@Z8wH;);ukFYA-ks>K*A+qqp`u|u(H8<>Ya5Yy zzrc~(A|D~``{~(JdGolojK1e$H9dR5yHdZM&N-ynAmn(6c_?oKq6_}pV@}8%^O*mK zhs9M@JZgxDlHO-ZI;!n#MS9#gk?PfAvMa21Oe#VYE9;1jGWrH#0*j?DRofV}PtEb9 zNVc3LFkQ`ju&W<0mX7QiHzJCl#BOem~Kq z{u>|Mv)cV9X}fP<7Ujjg(Pop@cPPY1xjNmtqw`Y)6`Ug?G{ut!DSU zxsx7S)eM-gjPU=R-~SV;^4f0y!LYCrL~YLdm_PkVlP*;HEA_z-ZVl`wR;#(#fwa>h zi`ELX#E9mI((Kam+Ih&d>!m}HFl-n?A$~8v*ezO*8e;=0%fJy7F+wtk{0r(jR0a(J ztw-#^ApGJvp33-ur|H%shsy!S+Q+q39X-U4NBC-xA|wRtZS0w^XGuRKF5l5wyk5S& zx~#Ryml*Br|HaP&>o|c4xk#P{@0r%5UK6j%Js^)FF|y0MXn$C53< zPA-;Ugr_FKyILi{sVRM>dHzFmMJtfuh2ZJn0h_PSIL}g2E=x5ply8MiFXo5;@w@hx z6f5x-Y+I=e!+-wcoqskKC?Ui{U+#0}Tjr1Xx%AeW(u;e-3!!{l3OpKg-#|pILHu9d z0!MUvq{$pli*u55K8JC(Ev>O*Hun^};An%pTl0Nw7(T+o$%^0&UU_t5R zy0c&}ZW z`|v+ZML$AtzdxeKDnoqGlG%_2pu;soDd?N;y2|^GJmycdrf_JPR4EmO zx1@vC%kqZOs(d$i>Fv;8ZSKp4-&Qt}?whxNJLvdg0}@o5XkO9i*@(@L0?ZItB08Dz zt;ht9ved#piK(*s6Mrvot`)+hC?e9$npIyZ9zv+^zA3@MC09hhT^HpQXh;e^V{6h^zf)3EHtb9wQrCbdtktY+}5 z9!YW9xaB8uqT1r!*qGynV92WY5$E#B#$&?$D=Av~oa+>D0WFfO%WZX_%4*5&_1vr* z^tn4CC}VrbN4R=Y5147KMg~h>$%z+U7NO8^=XRkyuE(*zy{;ZR+TT{^ch4t8 z(58vR)20tSLguRK#H(2dy#B8!S%etROGX+l*$g>>>-MF|{^4yux>Au~6-RjAtLGbCMwKw& z8UE~8r3Jg~)_aa~<lvh&KV$U(Uos<1|;&JrjcwN#3JxQ zJfjoaXJ2ZI9S7f?)f7{6ti`C;Dr||3%YPsZ+D01f=k-N)eat`XyDSSve(p_VjEVL< zvg|>S+9i-gOT3LlNOB9sv}#I8m%khpiTPiM1FQh5xJ2^F`=^ia4fVq%&7EPxXS(DH zJXH@m&nLmVk4%z}-&fZorP?5m^DpvyJ-&r(UC#5e=c~%1hbB0^QsPT|JlStv)4E&< zW%wmCP=v_@!4@en(8PfTm&OtHrmQpydQ~Y)I;1xU7GFX6NByV+%I3&{8xYJ@c7yXw z)f`Y5An&jbFg+P@=O@2ZRl``@yd?_bEjy7axK5Fm;rBug4_snv7`?!L(@)5RC3h7h zy0kWmlT4^ehdd}S)*9zWOelyKOvOQuC}@%h?@ph1LU&er1Gn@tq?Z2f< z2gGxjv+iS4U?g>>`1J?+-&9TYkJZx)7$3o{{#{|yng_YWc_4xAP?9cAE=gj<$dSMA zb7Ryrfw2!>Oo3;Jyw|a8AObmk2=gll!8D>mUbTt^?S*v=&%hUZ{6xW^xBEeE%MaT!|L@%}8O_-NjGuVGx78VQn<*9R~? zfSF1GLb`Ze0wp^$UZ3RijX}{f zYrkjBV`wYne5eVuNJJmyrKK_Ao3M@-W`dPw4}~#5AVUzCtbNGQUSLWIAE8}HZqeq! znu(hBc=UC?Zj7W{{pzKm%{!rW3z*xxYRY|Xt9j}S_Tb+F$n7+8BO#ub_>pKDf<(rF{|$ing4ZTIS$AuY5V*== zHd5bioNeg=a@AI(h&-1-$$z@*oSeag8zAXifc3R~5m*0~cFnk#zHASZ(ja z?FcC7A#0-Qq6r`%0V30&-UXuzKu7<0tvOl|*^=~C<^KKoN>mHZ$o&P9#6{*bU9;l& zP}TGg%B){NN#@vdb>AvDh~I4^foy!?SJsvX9>~gTDeVO1gPh$iPbv|@#6tP z+I{u+)5h@9q2BbaGp1WU+P%bsWn5OK>W&jtc#r|a#k@rDEX%S_MJE9x8}N!ZKp0$} zG-@ssXwFg_pA6H1`5lz3tiz28_(QMT%v57v*T;f0XQIf;1n-SmgBu$Fe+-grzY^>udBfZ-Ci?}!?_vew$q@8|A0U=Q^1$Wsorm_K5a2;v0% z_C7AV2_7_Q>P8`WA&n3khsx!NFDorqK;TF@M-{L&{V2<9PZtxI(RhLw5-6*#-kbUsSZ)eu>zz^) znpi;Ni2-<}t3S+Av49dcj-!t76$D)AzR6@w1zps)0QdYs!N;vkrs9nVKYozvfMd4c zyZ~(&dHa>RRR_5sy+;}Af=2{ARSdTsMCM-k(U-Q1es;$* z@eVJdWq+gm|G7H?5B+JXTYkT%-cU#SHC0%?-U=`U$0_-D0}1;God`PAT9Vg{@XA>+ za^w;!{a=9q&kiSdWv|}72Aqt`ef3B+${`Tb!h?4N8!?OsXnCN}vM0j(&VPfpC%zDm zMS03>D&D#SE%B*-I5--f?*M^o)THWLEHFi_T#VvVBg#DQ0PN-Hz$TN)4nLjIxZVHi zsm{(CQcX}!WYN}^LbRVkcpGAlieOS7avua4scB22zW=;BMADuiNwzJx& zyz~!D0wKzN+N1qB-B0-4sD`|MQBolc@byA72KB#%)DR8~O+oO$=pv>AIaC*oAhvav zvVaY*&hlCdCGc)FE^BbJ-0ZzS&Pw9zIvTSb8OnU;1$(geq`6x|HSlf_9P4^NTIJam zFmySg_@rc8vS;Cd1Uz|sHrXv4Jky%mhuy5C`XxVxw)+PY(~YlvWk?hc^FQpIPn)=$ za1jVUY0CqMzF93PD%DIfXpuWCl@<-y^FRxfIY?qGg~-L+kyOry={~a*2j3}pssihn z!h7O+_Xlo( zxHCw~jW7e?(v$aj{Q3fvblQj@ zFFVUxV`Lm`K7LcjZ!b1b7)+__X~XO5SmuaW++@auP3TgikQirg+DW_REp~MnqRn^{ zYq1qjF@91qd3*5hGmqH{!W3!*QAkw*Ejnaq6Pvg1eIn-@v4`1zjyx1D3V4$}TDu`Q z1&rFR&f(uM%7@zB?iXtYPd`ryqI$|KS+{9oq1)ri`U`iv5eFTg&2QK&F)dk-<8^SM2BWO2>)Z|<*&-!&QcdnWwiSD3bJVtLxLYHlQ=TJ3|*~nA_!ja zN;Ylz{^b>nyRRKW5vNYvvRt$D!QzSAd=l{mwbr-k38L#uln7!qG;~H}V}C>Md9T9> zrr-DY=VNhgf&8v7JUu^GjvVIryZo4li@R@@msgCTOp;vqZcxA{-7~gY+o>sg6Eg6T zQH87vo%gCF@LB9CSIdZU+O3VC9%bs=q*n}UIr$Q9lib0`-TKG+^tRMP4@{H7lAb1_ zsuIHlb}~Ors8p|0QR+Bhb3svT2^-kfcbK`Fc1BrQl-cLfqdNPAwOTMCz9WuJ8ik-8 z3wv%SFF^yxHx3RCi}v=x0drnr{RYp&jru>pM#*!UT86)HE`BY|Rf|n6T@{(E=H9T-uuvs9=%JWqE?*7Ojy2;OVDl>UQhUvgwQoNcfsiXj#bXc%eRbptcs?~hWz`m=f}tSvAw!4Xl*gY- z%DtCe1niJD(h>=376S~X-DXXRECxJB)I^w9C%l>?&1Y;Yw~tGDsjI(Ftv}bgw<2h# zg3?4r?D|s%nOa!o^u7#tPiTqpP3{UACO=_8qWpwdn196AYHwg^b!{7Rg++8UAjIw~R} zvc(ePL*oyDW@xB->lpvLR6R?wBpplM$yf38dAqg#E!m+fha_CBSksm%Om+o83oPA? zE%SuHKW^4ra=C##m_JK{f;DfI3)LsRf}CEK@E6j_GhdIwwpCqUTF*4m#$&6X6wtl- zWoBQ>LTMnDqvv6o-pOX=8i13okiJgDp@?TfI}vLg&yK}nRJ>pN62o!FF0iWpCC59; zt>fQ3_2CLQ9Mo34G;22^4p6@GEwTj#$|rcC?zKgpz3x+ff7;-msWf&D!5&;;75&E0 z4-1tSCwG4;UJ}-**t0=W3qHmNrkQ(v5Av|E>LDcvS-YQ1c^;XnORDk(5gN5tD)B^p z2@Bfi#ejjS{kBSYaN~MId@dLo9CURW@a_oWjr9;|{W?#9-{x28rsGJE7F|qEA6qTP zd-=lm4sWx>bzi0ydeY?3jRYpZ5I^%nQ=n+a7WY&4+rd6z8-T6a^-(t8^riBHSYhhr;+bXN(kmaz|`Y83Td#}#Si9HdH{E@Qf zUr*;g@RLxhyn3&>*xA>p9qZ?wa9=xnR@lU>0G@(r3$Gzmg zR(6dIW770NH;0#6HbU%MY58|u#(nN&6aBA?E3gc*o83IyG8ez&NVjM?W|i3%=Ql{$ z5nW5<*jlV{oH8$H&@UTnG`V0k2UR)Rt5)#kek;ss%Edf1!gRl3&_|T{MoRw}y;{dv z-M?1%?3>MLrXv?w1e#4}>a$RmH&*8|J$!jW?OvG&C)SXn$2_uIM{p9|Z$snzYO_mRq#&jS1$N;m>Y&U2p2=w%aM zbDx+rDWrKxRN%g+#IW_&%SW@N@d;$+lfJnZ{&PL|({}5d zRLoo95y#)1_Z(pJkpzm98E%s_kmg^*WH`0U#Q0>(`j?KqBHj1L-@of$WB*8NOit5z z-{;!S>8|Z)R%X_e^J`x@8|?rK))}u8?Nr0L`Rt&hfI@z;0zK$BEG`)h6)f(+TUUg3f^! zr9#lE!$=M7sB~O!3ez%!`8W2Rw=Q?<;u^LLs!UbErQhokxRoEEC$}<=W~|b%`>wHM zi&m*PlRWmzaBdp>BF`P@DwDeX(LAfs(R$A39DXMBe0g2)$D%1LV@spVvuM!QUZ^HcQ8TzsXd1=6aKN~Y)8 zM0@T%AD6(V7KYZ-=SyOcR(tJ8m;W|Bm-6k}#c<(H(WH$M^d!xLiz#C_3TOv0v z_t`TP%56mGAgA*)yB9ib3Tz1FlwOI5n31C@KOngjU1_UR;TODJg0~uyM-#Zy+&3H^ zb|dVXj)#!2UQ!I1O-ApOv1s0H8?5$dt?K%^<8XhQPn(VX-7z!SHbrax%FMe zot)EzuoCP_yXO;iSCw@C?*({ke~|mOLg>?ILzQA-tdM;~O!`^I5F#%Cm_~e={Uf+#G{f)P7RbiEa@{E&d|SGFG7P(0X9({3GD%1L zofpF_iA}DYMY)P$c1(%(UJQx7xcZ+K^I%4u*$4H^?-uLw48}IDI#-MBqVJ1Xq{8Nc zq^-|v&hb8`7m6EJlC#1vQGfI%7RvnakkSv-kGr06^o(fhWa(Jv7Ko&nh@J~dQao8E z^5P^?&=C#dQ)WG3<=8lv_s9)!G!ub%#<(Q8CkZn9Rk7~BmOkOWF+O3Ld}H=-vW#1; za!Zh{dbXC?bMxki8N!QKb^fbU7&%2WLm*-rlCqkGMv=^;84{_?4Am@y3OT(mBHxMH z#CFpa%}Uye>0y8WrsQkun~G5u`kaWFjs#4G&2Hj9*C*aDi3@*+Z$^1vnOw!;9e-DP zx@~Wq`x#o83b+S34Q7IMr-P; z?$zwFFq;Stnyh(eekkrm#QQ16)FDnYG^UTub)Vhf1sZ5w3tl3FrNvbbi|NkWtbYAL zV%Ezoey$`^=M#a7D>ck5b(HVRDB4rRRjUwYef??YYECq-ttn8H6+=q7p{3>JXm+jE zkH!N5jWIG-vUsA!+3%O}$Nbp87e?>DZSBQuw3r%D;AAM%ykS%OsP@Wdw3FU-knY}0 z@v;9-Ad)bU&DIWP;ivB%9P>wQ)J?w{#;kgsGTx6s_mNw}-2wK}aip%w^f%GpnrawY z(dB?5UaLRb=%xq5Cij8vO~kt(>85HkwZ#$7nOSz$sfoTD$K%-;{Yu(Y(TcE=j~{rN z=4x!yKi;(|(hLO|g;~Nl%ROMuK?uAZN_pI}W)U)aS%x3b8jr5~*K3KO#XHzy-L!qW zj#6)!WMxJ*M3u~ZHC_qi3~+|2A>Z2@Teae2zgS>AK6HqfSL(;GqDVS#Ay6DuPkMxz zNy6Ar_^t$0OpDj${!r^Qon*f=KbnjD@iURO)WNv=5ZaQhINWO?G?*wK%580Zr>%C+J)y=%!O6C44Gih`o?heuW2-FY0l5K~H*Pm}CzZQ$p$ZVmn<_2*aN*!37CfAz} z^G9j*+VFCH`-74b_G!BI`!A*26;I#O@0ea5=5Us;`Yts7ZWr2#c)#3 zigoq&RmpqGWKqXtH9oXtTQUV+-#NXQjSQCeX=K*l9t&Fkoh&C#j`~AXUyQxneXRsN z;m?AE_ZFDyG9Ay4q&F5d<{yiI83Ra$QwqPeG`be}@zr?7cy{j`a0xBP(m2O{e;Uij zvb?yxKat>rF>|l~59Vj|T-|pk z#xk@h%YA*azFL$+%R#pX%RU?NB@X8<(%_}5lT#D0$$t0m@WI77VD0c}=$p99CR|Ek zZE_p!RT)FIE6UPJ{9-^HbOU)esA5iuQpKjK8EZ||>9W=f*TuR>xQ`3~YhGs(LMCMW z2u`qKaRbaI$H$L;&Ud8&I!_wIeDPpT$ztm!!xhc#!VsJ}!OYgKy+)$Y3$T?_8bT}b zI{FNV^a2glirf7++1c3}Uxuhnyf_1b%US|*W5>M9 zj;+)_k$@n*r5WRQ*PH35WkQ{R%KBB;io%){3x%0aO=o6UC9! zd&QH)HTZUEvB}wFCqz}uiI1y@<@Z+b!QC%NKIV>iqEz_*8 z0>jh#kk^@yL6e>DS^2DH-fiRJ6!7k;Q8BrfqC4Jyx(B6QMqOv6+yJ`!LUgE@-;hrA z`urANqc(Vj5S~hVf0yN0y$;fE)>c-9lqJcBqB-y2T*kk%`40lxWJ$&Dyo_UfC*oUR zj{O(r8puA#;XS<9r}DtnwoM-dX0bV%L$1|d2sYFmCjdNh7@m~8xep>s*PR$#8-W+( zz`G{(!=W0stpsy(tH46RHX>H6ncv(a%nY4S{Jug{s7@lhrD?Zor> zBQU$ib^LrezKhps4cmOe?IW{OD_bA5svb9gmyPUD0vIv-<0~%dh9GEmw?FmZy?wog>*z_S^5LFSTb^$$gBV0OD&hwqCY@X9_KrI~lk z`v4z-TohM>rPSvuyLqqH{dcWY?i|%z6O%{Tns+~3#C5$VeWPuXPklim5f~fOp^qey z7D|+9fmCw_^~%W>J7RmW?-FhgyYrj7?+hGHmiE2q*ad_-y_a9?SGP{DrOG z9)T5|;;oc?k+S70@|%I5ZB(QTHI3n`Ojnk~=!fAiqg6MwwX-TRn(vtmval3#&aZ~= zl&*pgZ)m-}|NU8*G|Cfb3DJ_cN9khlBX{GA{6b#*bO0mX_@S&nxxe_w$owTB&KJla zk^5aG&bBZ7SQ*4lH=o*no7Nrp=h?%`e$B@$D5IKk9V_t$rM{}JJtYe1Atk&hlIng3 zy>Rs~eK4Z&$MCC^4(-wIp4--`zyxq-N({J--`xeU4(;BA-?=z9s$~zKJuB%p1630p z00qjdp$BBKu`Y9x{IegpfLasq?_EBF#_UPZjD)A~R?9)t68yJzB_Cc}P*&YY4t=(N0dz8azuuyDKi5aRY_{Th6zdU}$DB!8-TjpU?$Qnm`ImSOQf|mRK z=w>9DF$hy=q_|39-$V55_P#D|w~MLs6_Kq`<9RXkR`q0MpyjG=+;vKnOY)@)i<*(c zLHZy_NES5;jTdH-kuy~(eVVI@;vN<;6wxj|P>G1v?dt4xw{1)oZD=x`56k z7@bs8pd?GX(oe*I^u8NCmL01;S-kqm)}1ayX19!05}n}yJ-{EgJDW6J>Uv2;sgRaw zW4e!ST+=e#6=9c$RDf;lOZD3EZ{c9~OQq{5-w4LlKFmam!5<`DaUaU^C!yJW3TlBL zv7!8>cXOXb*GKI-;?e_;Hv(AiQHI7TjX4W)%2LQ0-u-#j?~(&eEOp_jtT1ytu&cSb zm((EwI*rs!Mz|^s>kDV9HUc9vq9E;0O9#6DN7GqGMft^Bm~IJ0X^;>G>5>lVZs}G8 z1f--}x@!RG2I)pRB?JU%0qGdJYsh=}-+N~*mwxh{c;o!`+56dqr~uZ``9YU3K>R&4vEOQG%1%s#wIYuubZdu{^%ku};1(V~4c+ z3Ghl3hZbb8@#5qV(9JC;tBKQB74S+FS|-&=HK9Hw|6PK>?z!X4#| z8^Dr06-g?Q`!ZR$Ri(jT4YP^3KWX{)D+N5l6TjrTR8%lBtwUPolU!{7 zsCgOh=<<>?Q(e^`g{l$FH{VFD9~D|1OLQ$kO0ommo^CWMTbCf(dQ{`ojttS(2Q<%ce(am#Atzsf$D=uZNPEWs{yu-p#OxYJIy|ghpt)sF~ z@xayS<(A;0(?%_^?5}=2n3h7@x*a%{RhLdskHf!__+qnnY&jy-f4{aHt|wgH@jURg z21W9-#;|Rk6Lkb<&MTP}g+<_EWt?tV1ZVIQ zp~rSK1EpxmXL$1L{M8z|XtyfA3(WH>#pyw%aPo6mSbv4l_y`jJ3n|_Z<Hs5)w-iSx792?`WlavE+y*QHZ5C(DP*tH(^{$EKe$Ht z%N##gnsMI4@~BpBSzsr$Ex!00&5LKQpUOi?u!L9KIqJ z%hjKV#ZkeIYf2I4b?N9z(-&ecGI0ymTCbV36#f<^mNfjay;s&a*`p#am;jB@+ zAj_$!O=Ab3Qocd&+%)hWiD>$8%`fSIZoz4mJU#plLQa77J0s*^9og0QTi!1REaVaC zvpi}%713^nj+11eH-9^zhf`$ePH<-5^FKw67S{y0zlY;UAY1m3)V0x$W6b-Dt_}-U zO1puG<4P!vi*R`3a`&xx1^=a9Ce(o4!}Gu280AeYmcDS_&B9=N#j5j^cXwV-&)o*Y zer0Ql?8I5%op01}5x#hV>W1B{6RB5I@QlRate&rB{9dUir%|1dXrxN3xqHQ46IGu! z;r)OcT>l`UirUd$w=v|<(i7v9JvB?t^FhA3hm&$a)Q!CFDuL+qUzQ^?Jn(p1KPG1H zbU$763b*7GqSyD{|0nz+rI^*~AI$gn9b?RT2+5pOu34yI8%yhFLWG9w0Se=kj;NWX zk|ho=dQqo)>sf+*zn@QAaHDZiSpDj-72cu|HmzwN-cuaR`>-hsLI=aX1W$p2 zKloAHZqrH{)rx~F;eH=gD^K_<8Gd_-tNFXEHN&Ormr{e#J{nCSu*DMeLop%$jma!8r5Bd^o9DfjEqA@++V$N*Di6) z?)HS1kfU0+c_bdz<6}|ieD+c>FjG|!S*MiC;<(o|B5;&i!3&J%f;- z-6@29j3iePS|-jP3xGN-_HxAUT`P^s#X>H-*_vhHR4j^1N_@oa1Jg?S64$T~4?3+p`&hysf_H@otM z))`R&Fs)PBIl3+5#>RYpYlG0StZ=Z-ZiXyzB~iM*h-v|J=1Eaadme;l^mLpR%Qmer zroLgab{r2XFoyQGOcu^mK#UtQv|~|MS|4b; z_gfO`2;W2Y{oR9onNW&D@+qmowK=fW`Gu4}DkY`J08z}s$l5Qp z%%{R())z)W-PzBVlYY48TrYk7?eN*kwi$J!j(0hun{W}6eJ)$o()@`2YS7`zm9g_H z7hh2)3!?@4AS3k6I!^>t9E*DnQ7wvL=u+2xDQ{lB_BPn5p4f)E8>&QdfMHv}gvL(Uysa|veDuyrGVqh-k*>8|{0FHg z+ON&)kkc_`GbJ%}^pzxHNGDEM;CMq~#XG2lW7hVo4zs0i1U?%17gjo&uU zN4FtMZ+*{o+px0>rJXt)Lc%FmIRIBBcm z{!Zfh5#N~hPwKJhJMkPm^XS*}?57?*ofvw7c$WRtABcp#a$MdX)kwoQ(2 zz)5ld%akGcg6Du%0V#h!-2T(29}K5)un^lN;)!--b^_OKnPSlW`OmzgD}?e&Bi9El z$n5(yB)R$nJd>XMHQ5PV!j;qRMc5yM)*IcQ^vCbF&z0OrK5n<~W}bKp@%zvh{`tw; z|6MBh7+>b+)V%S?#yne(WfhZGRrl2@`w?_e>UJKxA~)IfSKimRnz0jI0{y55f^NN; zzP}R$i4cE#v!SVCt=%g6MKPeH0d%)&rOw zMyw7xj`Sz?6(U(IWXLe`fG$67rLeWZoQ8(fF3QU|wPi5rs}lMYJGyzd{i=!NR^oR% zGAZ6IP>L9)x1vp|O*0?zTD%BshT0fHjLB;$|N==h=XZH?K^c(5i)0~PWSsS6` z4~cv*vZiUDjCYx^#{lKZKpbrprM4R3nMa!=;Q)VshU?-ldp`0er&H=DN~9*4H_rZ` z_Jh^V=QIsGVZ^NM5W*+u%pprORVP9gK)f3s9)?b&Fg+y3Yn@i;YB}J&1&(xF zBUHWhda80081N9h$imm$R>w(U)zy}mP@bDn;6l7;}vq4-9nG+ep7sw z$2i^uQz3%Fdi--ZKh_hhbeBD6*l8{7-m~Gi&Dy3n@2P5YmVt!@Ee?!}09lnn*giPrLRG4%J>WyTFJj z1E)-#F8atXODF|K&%`#*%M%cGjC(|uFHRFs@I`l-h$Wc=2yO(>8$!616z*K;al*rW zGBPqYo@HI3JeJKUw8-xHpGz_xlDh~{09zlH(MfzVbY^E~In2zPC2B&^Qb;b~_h~wC zxyFG%)eUBOkk?Oiw?i|OLxe6{kfws>BSX6^B26z37FxHJ>}ZB=QzhTu#uxuNN;|Lmd9(%pi@693a6>pv%q4d2AQpbuyQ%Cbi!t*^{+e@GA z!c%$3UP|oWfQTx$F%NsJ`H6Qq2rA5x{Bhv${6|^%4+p}|RQ(5$+42b^ei}&wX%Cz5 zhJ`z~XrE2>fcr7%C%YJDYEYFlNu)LUrO=5e&sc_-+{x2oJotQ`Z9}#>bc&=Up|&aZ zls%4qiX=?WFilfF=UoW42T^RJ6UAU;jr30Z}LypM~Gt#GQ3cl-tIM`F) z@AQcG@uyjh3pq<7H|#j}HuSqmA9d@3V=5XXrPbJ_NRI!6A=Y_6jJMR0cqQlYZALM< z5M>=b9zE$be3-=eQ&Q9-Bmy_}(HazS=@7jgJ~c{9^l0L6>X8rs4FC0bcHANwUDq6% zW6%G}c!iZT5P4C2E=kfK*F}x?(ckFJ?}-M{i~%W~w%jh?7(>0nyv{y?B$mB>TT=@Z z5_Ss3aJa3+AoHJn z54PX_PJD0nt(;fhJw*Syq25PJebsK39DI%%00~GJbZFTY09Fvr0D(!<-KZ_gZ>`?v zkQ`bK3v3%L@dcLarKV3zd*{-t@rYAk&t&Siw3&H%Ho zYx_BZ`M_ecb>ijcxzB&TUL|iKD*cjoy!4;MAb{|wGL?3}Mt$AG7&1i~MNPZrRQoX8 z@)>UYPxy*-dNY3{-YUukSL4UayAP^Z7Ca%R?|(}DoOTO#N)Wc}W0unW zmJqda5&s|l&Z6_E+rP;^k-K<4e(2|S`MrKfKkD=!uFa~+c|!QP|HTYGw{X3v;uZNp zp02IXcku%~e4sDA?VPzvL7%PS=gp&d1bD_uV6(QtP$UYAT zc-2*WLmm8wdM^Dcv^0HL{4MQ-gdg4@7lkT`n+cewp8tqBkI~33&mnWRpBA@%cod4b z$43yrUv=pyR?vh##=jT_kvtrD=aidwm-hq@Ynh^b8xqZ>|9C8<_*AvtBH~8qHAuqd z@%DjL>X{3H?c-Z9MgENd(rN>rSrQhZ$v=)|ToK~!EiOv58~)!5(5=50pEXuPd?%W} zJ-1!R%2Gqy-ME|A5p$0>ltm^|`Z*cZdiU~@vdxue-{PO}in7ESag@sU8*lQJwsG{- zRg|oXs>u8$#cZDUSmSMA{CU3NJi zlNy?JE$TENM2Nzig4tChp|#abr55kjOJ1_#G_kO2tzp@}E-mj+?U-EPiXLmI9v5Lh zXdk=R4B4YcV#4F{$jWzqW%a_4JV`-=Bub=qd+}Us75ipaeig^nuNa6j7;ClDStJCT zuIla;FMdV*|77G{3tk2H z$V6|jJpxpHgR;R48W_So`8?GL0DZt{+}n@=-F9CX>i2-(GuTkYa10|g|Y4F zfK6xg4d5zUnf{955LOEbcf6^sQvBelIvdZz%(b0P?HI#xA87eY0kXCJ19B1q4a&EY zFPh+AaeeEPd{p%hv7)qt-Qe3MpiXSUU_%f6InX7e=Or#Qu;<(bwUAqqr|Qb_cGh>l zhSD+|1{LNeK1BwqrOSnJ_6E(fNv06b?l=mo$>-omR=?$!%G9s99gg)Z?G-dh3i?ug z=9_KQ5P1P_79pa!40Kew$2A`WgLoUAX};*x0@Z5zl8V=)A4bMk0Xn0CTX+7NHU|y9 z0>V3=j=i;&Hs`w>$gOF->2+?`aPS*MI%Q zzS#oi?yrvdWdgyo4ASRG4VmH&7RDv=!3rF~Y8;S;IP_V~9y|2SqsknaYH|D~c#aj!+PUl)k?QN@j$N!^Hh0;8|a%2PD^%lQ^ z%cwf&T$j*?>bkjIxIviz+ed5*m5d;*q@IWncWzWDgGE17(yK5w8vduJ?qVsrSFp)+f0}_xm9YC1MgIVx=*$YT4Vlb1P33f$`wZ+ zv`_hOFg;0(-mW^4AZ)`b^Cn?^7bB`ft;y?kEGM)Fr{{i-&@P_NTzKGZcHdR4N$QTu z>a!F^<#!q>={R|#$rsP0&Wqq81Op=1j&G2zE+!@myDoXHKu_PeavFG){&X}2j>bE2e_TdGB_3Pl-TY?Wl?iMnGk_V+k) z@zDJSFqq>?8hR2zPx9dE(z)dH)NuB`Q5&(^(?U&W!q!Nyu$O7jzTaObYdL~}1kgZK zpgbO{Mj+VS;yyU6QSE_oX0kA|4iS(_EqA>J!G8f;vpe*~E4OCD559m(&VeZjeJ2!(vpFi3z$8_oXxWi&C7pTE2G+ zzVvw%A0V6iYETUbxwA9OpuSFNj!P5Go?^uPJ$e#ZzcZ&IdtZ!t$YrS4C-LjFtwy6t znT{p4sB!^*>d~YlsTCQajYCzfAjk#!WUdcc1h|U3&>c zi^0=^5Kh86Hj(SJJD2L@Gn;wFW0mZDDH@kjJ9-mNyfxTXb=1^8;}i9 zt^j@>vYJlq0E|CX$D!3vv2?7N-orI93+N?7b)&nj@u3Xr&$=}aN+P0l2>n6DSG+YV$07pQdUkVIG90UZ=Kb*hClce zA<#G{pQhM4*BoU80a!97zjhSFrDdV|oHP9Fcka=lc3`b=8bz@L!O=KG9Oy}wz-9L(=~&*S^{&g{iY%THch^tum{3YGHz&;~ zO=6TwnNBQX?tPj;G>5AM*@&|8Td^MipmeyWp~3RJMH1Y+)YKT;Hryf5oYl8da!I^? zUF(GL91KeMxMFIWnT_1pT_&Bck`20fW(+hcdMQC$4;U9Xfx+cXCx8vL*pR1@5M++H zOGrglKiWDT{RNqUH zD7D-c9;%gE4)=@WbQmGCixE1(02yc+x%g+9OjxQYNzf?}2m`z}rstBx${0bZ24D+9 z->xkYhyg6mnESX#5%^%q7;PZ_$CjuNPxrshhW&AB7&)Hs8UE!zCl%d7rj4VOp4$!M z`&WQ0#)$f(?7@!om*~x2tvfI_=r>3>AV}ideT1r$^E(CtlsJWT8v(djKroLjDk9Mx z;nTLpaa}oRL)x-grJ?VSe?~BmkuJUBCL}uGeQLb6Z|p;acl7eK4RMbD#rs}kR`Rup zOW(L{yWjS`7ff#BlSb`ML%lXpMcdNze+xfuZLvzbZV@udocR=9N4qCF{`(z2ZqdB8 zTK6?L?uZK&Mvh$HiR^Sa#yhQoPKcGh2{6^9Z4`b0-3_|ZRvbx;wr*$6nc_H-4ID9n zQ$hq>-S2_HOX_fW?_W~_U|~U{&%TctgiNP0RWyF>r}9m2YHAwCBy#7*m4i{Z{_6t$ zO!Bh^uD-Hrgtw=n4`AP)Ya=^#y__*dO3nVT?J~)o3PxG=brd#>N3)9s4GD3e06`QlOAsl-(w$N%&^nOkB1aQTZn{{{W$w%A;Ex|zy zTU;D~H7OQ0wfBXBQz9R_dNFSY17*-O;kP%0O5Wn+fw_>!j;^Nlcm?~4x%2OgStpdg zdx?w{GjB+0qP9>VGn$S?m{vGub#l~CLV6r`K9Y~Xi<1DFaJA8+dfnE}lZ@*6PY5YR z$Zx+dSXQlOjp5nxMEbqN%;BHzHnt@hJ8l`c<=6N&ua4J16#m7F7lSw1>Z;>#aVc;^ z1*g#p$TFJ(;SjWIaoSaR!6VeCwxE&U@BZN3;kz!nGu-)P@m);BI~uE95wR3RO6r0X zXfBlMIXR2d`&$opMo&3WO@&Xuxk#dAU*RLK%h+poH*I(PO!W8}U6}8zu;z}sa^45s zKC-1NX_4C%yyU*{x}fGplyV*ojVU!vJ!@e7%2SV7`v&aO^|u#x4{t#HyZjDn+sM_+ z7u-Wlb=8UPHj%bixA)40@kY+dkVTE~xJUH1r}bvx@FQ#_qtkK4Ks&Q%B{s%;@BQs# zxi$D<(7oEi)EUFSuKLEf_9f*di#(@lyS=+jyV@X}(D?bfw+Yu<&?IYdl%@ak3h({4 zEqPcBXAv4?Uv)Zehd7G10hKhwQ57OnL7|Iesl=f1CH<|HQqJ=Xq1?{c4fJ0$ArU{0 zRFW4vpD*}I#eHFyA9wvob8^^zM(Oi#ae1IZ; zx)>ZnC3LyNouX?;ML^#6_tLtI@0kpEqkvNgWy_ncw}#!~`~#k3wZWmm6?>h*m}Vb3 zPL+=cAFNUbW}Cl!Do+7&?u^g=%zyB_TnOk_9jJF0IHx;iYrgOh2EQ-qDVm7ys+e56 zWaftZsbg$CjidW~gYAZ;7x~R|6z2h9Z373?Ltr$UZE-em3Jz%^6vgP zL)gVLyF3+YNh4L@Mlvp@|I2dtqiLO~LSDiWY;*HAii}uIh&qSHu|ls8)#nU^<4ND+ zw7BfQ4$7FU4@|&i&d_A+-P>b!&rIH+8Og)A8v7FYzHYdmQNM|P@MHb?OK~S~AKGv# z$lxvD7~%xc>zJMrH{kiXx#Vu2rYRc~Ib>ZG4A9 zizaQw>!D@1MTC5+I;vQPk_O-Qq)LGqyeyz~%L#TYc$Fsed6kV4PS!r=iSzym7BXvp zak>!!kTvzOHpHwHmdXL}IhVkMi>_WmK4ng3?B8_HGn1~zi%dfXb38K5N` z`FjQDd+7$@GB<8WFVhbFHaTaD=*#9QYM*z?~61 zHr>YzmG0~a9s1HDk(%f)KhM^@YBh)$Kq|j;Yyg(lus&Q(ca;e!w~`7ZFEJas#DV^L z*8O#?1;AcJ8-4o8-+#Q;4^A38xKEFK+~wCD@`iKCvnkNif%s|uSXz9itr*YWj&^(r zbP=GrF}Oa>IpFOBnf8m5RQ2Dbl;OE1K!X11P@l2$y`oYg{R~tWu+_>i1X)s4fGFYOx= z`~4irS6YcC;v$M^0VvNu$351ARgvatvvWd7MD8s9qZ$Nv`M;c`^4CUtKbi@O!tp?b z+@e1#HqlRF93NI^u2hV#oGCw0p%+ERm*VV`x8ZOmeC1j;dx`k-uQ7i$S=BnDUqmO# zz1abMZcD?_BCIXIl$YKC;Ww9L8fGHcqC&EE`jYwQhs6EWVvN0)N8IPJSK0*Og#YIz z`ak0nKV~}8E9nNUzZjH*9V0{?&RkhON45Xv?gX^Ve>O>%vf@fru%s584=N*){@_Ng zB85&UaABD33B1^6Hg?;i+7g99p339yj+Wr2MwKy^Z=|GkUlp0^ z>Mh?bYobYg<^7lJGOBkmnHbkX3=uO2&y{eTp*H=4l?=QGOwrT)nW`wpFRRAvX!Y6Jt8{YvtjntQwPIJOfel7%aN=EIEj+>Kxc_wOo;4@Q3S|gm}hemL) z((_87eU!D~S>Wz_9VL;Mfo$#ovBy+~clpB0PzyK-Uu@tET0u4Fg1TM=tB77(9q@Tz z>rOKm&PCRBR{R=sqj6B6>e?Yp=>J#RF~~r5M{LY?05-?wLx**8X{@3i9`nSQHlZYb z_6*NpCGV3MqS}8YsR0FyGf2?At}MFhpY)LL*~8H#!`HF8z;h7~rSCU}7^j>bhmBs* zi^%sP1tqrf+TlW_kXv1p(ypdoyDc)i>OT5%eAahOVBY;Z)5me`X*gdju^Mmx)J0uS zUr5Wpfn#aQH-n6_(Z5YQz26Cav`>0DmpUBf&6tp1{v^v?MuMMw(|x<>nqAC4dD6;O z+YFpMTemt?@HYJbAJEaVUE%Wv~hnGB^Riq zcIDl(i#6Z0!>wg~XH+Ral~wk)=Dtj_IQ?~ZWBGZ}RQM?d!|Pf($i|aP$Vq>Y!VTF1 ztKuAldC5$3&NiNI^wco~GC?IOW-rKlgiCV94e;DDghF!tDv)1q^J*k|2`F$oxfG4vn^XIpQta#}Ng!t6J9SG@wd;3_pnHle8#v^;9dV+1Hvo z%x<>OTvQro8VB0SyoADMaoL6#R)qN_>8P~_;vBTEB0e}&h6&SPg zbG63V^^#~egevyBt*Ol^h(OCB4+l8|c z-jCncPd~fF#YN3_nzEUt3qkf0i9AN%@;ek&LWgxa!VFFr1`Alr)$vRz%j>~@UAdc` z1MGIiPtRH)W2Epey60N3)R}Q5WCfqHa63~Omv{Z*(nm5RO6O8d6^#! z-FCJ4O6Q<|!ImkRw37`E5_I-JI0r@KB<22B{~hU92deq-`GzV)Fa&w8|WMC-z)pN&y) zs?yp@M?RcKtDMRFm}dbe!?}y`*0-4P!^@P^RIp0VnY0);P8)~dl3j_!!ra|A`%}7s z?i|TcupFmxCr&-9Dd)%@hw(EgDCik3+b3O;JaMDqPb9$IR3ucqmd@JEEvqL{@H|>w zCQh_iy&|Mr93>fl^BuH`UAgMlgQ+JrMYtODq!wkwJx>qio72>GymKh^OY~GfyBnoJ z{>UQ8ZJ9LK$Fy_)>I8+H6lru{IpU|E7KJIRsBrP}YWFdEw-no?pV}&Y@Z*zFA>8G! zYRw$|B);;e0)d8`ais7z#MhlG`QMF@2t0Q;rMe}I=B3_G0)P28XJ4}?2_<{J4&yd$ zT(PunZqBe%SulU0sY8CxQq*&g_k`)_j?ZSu`R?t(Omiy7Kuwv=l5=SKyApw0*+}>A zF)BDBm~59pcfRD)9z}+$PM_gn`z)mrgSzQes?xmtk=C!cgI}>es?5X#dCd$quw6Mm z_Vhx=5qIy|{D|z-JC~7p6m@#Nn}CxYd||pf$WV>ro6l{#2VrIse2-}%^1I}2u&OB_ zFxLJH1QJCRm4reot7WTl1(hpJo?EWOv1o&tVo46g9k-%qYJDT`hPvsz^B!iXZHpjD zDk<_eWJFpA&(^dKimhvxD}zQtF*vR7AQ^l;Yxpa#XjwUPIWXV1CS(*^G2)m@=8beF zwE{=cW-SD(W;jdMAjB!!r^9$8Fwj)HMw3y~WEBDE`voZmc-ssl#uSUa{n5AlqE)*B z4ZVWZuj#u8__3Mzj`qT6NTkUl@f>efDjn|(eY?HXV@b8=Zs+_n{-G+90#WIU%z7Bd z)YB$`^wJ~(3(CrIK+Q#PaCMQYQq*l-|1u}5u-*M&Da96XA{IO5q zt20`7+Ma|3D>2stQdhxS#+knDgoL-&hh{h0#aTspEM~cQ5V6g*c zePAyH6U?0tFtFvZB2{)gLU-cnsO6r5Wu=rFR9VtcAmeoC2VEBDHJiB?z3SsVBmeye zT`iBq@v2mTa11d_2HMvND2_vJl70hAtA-IzJpb9#Fe%|m7nU;1etv)X!*lX)F#(kKYQ;+j9# zvLKI%Imr}UQh||huz3we@bh+H?30h^2)vh?{^!s@^iw$ z992laRazUy6SHz2xp?M;C(d_W#G-5Tcl1LwHB>y*$G^mMba)e1pUKSevt8COr!^|7 zreno%)EHDw6 zL1`n9OA+aJ(VCX@fJir2zcoTHX}8&w#gXj4!xi*o1!3TOxMCvXM%07gVQWGNl}}>> zN7xFFsHib(G1$AZnQw>!7LSVOdZl#SE+AmZmdhvd03S^#WOP56VavotYO z!{*k7%?Cso1=M1waROvU!c>RQCx1zA2-J=Bfky0pkIS{WER2{(<>IkLte}KwGZo5p zRrOd*#nBgY9nuleC5T%<2oUttfCgr$d(XrXo8bg30x>`psvq`^rvu53J~d~|%g5Xp zu=T{keEP(u*Jh$x!88pH;STUbz#8;ZPxQJGBt&0F34j*8pO4_8n%i}K^30@qb|t%5 zlWE!AOtmS|9>4H=SM=eKUw|jXi1RW^ z!*Vz3;X1S7KHqBak#dFrfM{AH%0a=?e8A)51K)VGKXjR>?v&8UDaZ1D9f$*BQ^sS) z2+V$|g+OLFY4wP6BP{26lyp2iQXdmn=5x8s<0=Z1?<; zQ1wXc8tP(q80=q3|Dg@0Up}CQ!TqVO5W{obX|a#s3A2Zf>AWuk5`t#6wbbMY)ZC$f zn!x+d9{CafL}rWtRUOK=JxRVTCPJA8&K*w7G4k!-q;)Xx|V0h(A+)TAF3B5^MZiNez*AUBG~)8!W% zf2Ge7kYZW^cbb1{go(J?&wzjt(Qy^g3UX{rQ3wPk@%;|#?js?hx26a1hgr{4lc9>{ zgPWEM`$9oihV6s=XM&j29Qfkj60yF=CTp%UN(RQaV(DqgCAN!ygKFmDyv-K(@0MuO zdl3{GX1-#b!X74$6NZF@h(gJU&l#6Lv9Nt0m}#nF-R4{7HDhFPX>^m`e);cUe&I&L zd3VusWYJTp!|I7=x#z*#j-?P-)DIqmB=g5))Dd9N_e`c7-h6b$B#M$owsY$tI~t4e zAq3iaAuAv?*6Ya(5CB6U=vRat0m2vxFsQ4_j~XDr1x8Zyik3ph>sCr`1s(MsK~9gQ8BtM#sz~1R=txg1#`Ut)af*qhEc>=uK*(7# zVWxm7m<1oUI4V~0#%e!I!}U`r`~}cgk2%q0UZ5E$7I|yFBtSu&o}T`XlXnFw^7P#@ zEk2G(Z;Q7q^tCMAeSSQ%`Y1VBw8=nA=hW1@$Bb9wc43;Lef`wlZP-_+2mdhWnmYz@ zPjrAh9k%ya+$>AD^riwHAC;p#syht42S1aE|MvojTrI0IRLDR!i|={N&><)&CTJWcN3z$QM`+xbiZ8Rm6WJZqkOcmIBvge!#nhtX~7Q$%c$!W zP95BlNvGvO=ew}b`3Ncr%UC|r?&a5VPtR_=EzteY#xBnXc#vN&U2<@7X}BUpKPAPC zMmeqpAc*a4D{>L9zXqN{iGC-DI2~?7hE@i4J6u~u$L1uU3Gt838>K2a*v<_+nja^X z1Vf?NwddHI3S^$?8_PK%=9;ME=Ab|jES*;S6YbYUhE80`bShrwVQyUu~L% z<%a60bz!vUbkqmY=#48XsV>4)ppTU<i6_iU=r5FYR%DUx(Dw)S?y`CT;4v#_xCHc_&aQmg34Q@# z0&7W`vf&U&BDs*S>K;wAA5CxKLGx(c{600+R(x$#r@xWdF7?FsI$jlThQMet&~`EG zy0$)1Kfmy+b4-eg=kdkBEr%~5izh;=bAfi{alLdUig$C8Ll_0j&nIJwyu`NcjbCH3oi1bJ6=%IXRd=&Q6#v#AV!3LyU$i#X z^(^%3*0*waC5V3WrxXh!JRS^JItn)fpK$fdD?%aaY?N3utf9A5hVBR|gFLNw7e7{d zJu?FyEJo8fh(@wgf-n+ZXvV(1_A|1h{epk5IYlUww6FW@#*Pt%1|efIpb~+KMC*>{ zr&VA|HnQl&n517>@!@f6(TnR3Pe&JBNDe&KS<9}5Vw;U~`AO!A3JVK2`BYsIK7ki` zI{6S)@QfF_1GfAJ**1}{`H01Hv9fU`@BRf*tCY5XOz>knFlUu9U_zRBc& z_>#`mM&?h{O+<|}7TBqA^IPY=R=Fs=@Wd|54&aBYrYu|){X2}{C6VV8u|(JK7qy$@R?;%yrnRSHmNUdMK7>1 zQNJhTct5_$XklmcZ1Ar8NCNk1flApVDpFRA@`|uzzy*~Cb9Obi&q=#;46ef_B~5sVX-{5BXXg$OZ={yEdhf!^ABzm@aaexzw#4nx5Q zbLdpa?t@wuG8xkkZ#LKc>K_J7B5Ahj7YiP$@>y)lHwU)Dy8XQZ_~Kc*CWkhffitJG zigxJ~QlFwTJga4EwI5~`L1A-mRuaCjTO#}BdV5QpW{*=YHu zABOZ76%GxyMI9v057JdbZw7-od@m|ohj|}Z1D3exS4Tf~H`jXKd}NvU;2t=D_qo-+$EAYRaI!^e7rzK_oQq z1}#g~gv3}vr{>tAyEAWI-+mVUi`LgS5|EKp9(j=z+k0J|m^kCW_QBKFtWZhU)FW?D zbJ$52)}16nG#rzWbhuk?S4tkBF5^PuPUkV@&BG%TK!~*5E=(h_371`Yi-jkDVVZOqt- ziPH{CG!`wg^4OL2v2#>TH?+oZpxY`Xdll-}%o!hRt#BRYha0p%@llfg@DksWs2tbK z@)9gz^{1UjB);fh%lEGP>t3^4^*U=e$hN<>(2`af?!s6Q$1yrlgmKeOiNAhWE8{6xrmIawXf{PplgBIKaaLxK}%>Un?Bh{*sXD-&$A-wKXF5=n! z8}&H50&eo{zvt3!Jr6iFjo#gAq8p5>DBV)ZXW$ysQ2Io7hIa%%FI&0qT3TDWzl*TU z2NX(lasG=z-$8nYAG7!~Su$^RORKCty;72(*4fGNfB{C~rPP%@E zphX|m^jLWR2cueHc?O#-{VjW<=i~{tkxK6m)E^MZh7(Pa+TSnbp1yxsFpM``6Y!bQ z`46ULkcmvFsF)F&Ap0iF#eERx&7so7WTZ4gGfTlF15<+@3*_D6Y}IMEXAtq5BlGQ9 zczp~8-q+6bqf*Uw8ySoR#HvFJA7Pct>(X>A^I*s2!K^6tYZD^sGs`FQ!5K-Zsd5ha z)`BMqG-Admk`QN6M`=yt!~876dJdV>wnoSxPE zVZki(zaoL|YxNgPQd>lDoB3orX?WnD5ZJ7(ZPE51%)``+R+2IX(OsZ|v&QMy8+1qh zv@evrgX=5{9QiZ5Z$rH(zTqR?`7A|ZD5jeE_4g@G?2Ks}$w-KWNaP^=>;A&LV%bqX zd7A})4-><%6SsJ%Y1eZyoqZ?xkY%Ff~;zz3f!^X3H8qFw=oiAj{X z3-2-&5n~Kn%anE&+BYu3yrfUKN`Brz2aRJ_mu}O|&H4B1hQ@1-y@fppP(127M`Wsv zY`(EoD1BI9-%m|Vc#SIe948-T4Xw$t@FCk0GP4ST=P>_c`@h zC&pde(2H@GH)%?s>TVe{((&Gx4jzp6$rs<90pI52B=i`WbxXy+^_k@l&#AUu|F?|D z_SY(-L&+sc;J``q_gT)mQl(Rz6lv@@AxV|Z<8v63DlOg-wxV)--?}UG#pa)Alekj| zYNeTK&`UW(YkCR9(La)hy_3(G*j@&E>}bG20apGIKWs1xO_`j*90#ln4ge04ipJLM z3CaH=2GTqIpud}CqNgq>AF|btv>BC$#$6~Ezue2_!?DWu2GI_GE0b^DPuL#Z8#CzS z*okrM=WTybN59u_WkqI@Y)7$RCtg0ydJs|;z5DWh8S&1h(3XknNjl8kZ3Wvn6c}en z3)Y+>2Ib#(->`MuI;I03fkg1n_7KDt{N{jMXg64Xj|iPAx-A|>i1fme9Y%#Om%;d( zLsvgOD?GhrMCzhKZkj4tF2*qy$`bp~pr+ zu*IuJ$nR`N`$sF?=Xx8oE1G`iePyz&?)1g}#TOvMxy=q4p%p;g{iimJLt*ZJYc23T zx1DPZkB%Y_EREXN2jP2cngFTdD$yAJ{F%090rEN*Iv~(b>)T0z@!_O*WSK6<&H$9n zJ+iKu+1Pqcg=*Dv8Pu(^++g#}g*mnVKR#whDrYCfJ2TRld?8fzwz}Ht$70 z2bdO*04TjPQW8IDsNz}6UO*SZjDgb=a4sqKBmQx(ouC)rQkEqS2CLLN?R1wpD+#pF zjHg6z@s|NON33H>G}nn*QbcNaRCiIU6m@jSnEd0sd~p$j;ZPz}{Xc%XitqJAXzsvz zjPv2A%a<5OM83yFjYr+sziVfY%|t%YN0hRBil%tV5v%6QyGW@n52Uy!|5fC*Uw@Ki z3=u#`8{2ds2V#=Pfbm$g=4@dqt!bMfsHnR-3K5M2Tgha;LW5}XjK?6DhHd9DkyhpV za8G@6(0zISa&5@yf>Q{v%zJ^56&b0yAd`06iHx^A`fxkyu;hK2GxaG2vEz5B3RL}3 zK5_u)pZ_84t;3?);{H((1f;PjDN$iiLO{Bk5$Ti$hmw>YIs`;Qq#LBWhc0Q5Mrugu z?ykG$yubJUd!KtR52t~%*?aB1*Y}e~fU3@RSF`>48;Bb{ud2N$v5BZL+2F+AVVYna zps<>DyQaQjlXXS10I=ec<*{GCew{rVr>>?qfnn^UR}zS{t|vgrEXoiFlP2dZhO98j zoSd8kU;raoOLnFP=QcRj>Vf<^p*JzyA%UP3jrqgL*g|Gm=(}k8;OCE`>PnlJZa^+Q z8yR@tf^{CZ71wF<;Dj-1L{u;|fcPHZ^!EjbKx^o$yAF1|h-OPnvzGwC1y(}poH?CZ%BJKg;IPkO5p6eJu*m$d8OuIT>*89C@|GY{rM zxUL7BoBUAO_w(nS+-UeY)#OPYr&BctosOKf>BuDGZuUO+Xghwn_FksXv$hrVR( z@*75B{r~%6Kk|R(VAPmtVIfbqNhktlxc~X+he*t#=YpyIe?EA>=Kjy@j+)=!y~`o~ ztIhFDJoC?)yc*Ly$GqqJ=AawIJLj0iyNq4Dwrj& zE2kXZz%BH7`^!}7lRIan2E;bU)m=VZk9DTM#hNsmV?drnn=0np;Q;&8%A4O?Ux)Y$ zCQlaXu)C27j#^Ru`EFJom;uhAOuaZ|F!8+WF*C@CQ>EIag>a(li9jQ^^IxaJ)9_^K zv$$fhyhSTpS+&MVSfz9Q6i)F~));cQZqsdK(vj7F&b-T-R72>&(dHHWZb#{2^(@M? zcP7`tTPHi~k24Ep^qf@Mt*f3VoSRKgFZ^jts5T>M_4~qdzlK=HxAM3C-PMKEYw%yH zO)80vTQj+pJ9~K<2oEIFm)HEh-06aH4uTcwiMP zAzYqgf+8%{rzhG|EmZ;|&Zh~RP--0l|5%5LkTw?58@;zBz98jDvEFXJC1A6(#$7Y5khdrrMLU$EHPRXO z`E@uJa(H<6ZGV1|h}BJ|;PP5AXbSaSn@0#Ti}9A-QAc-5m7M?&MMd(91wx03?|WPJ zlI3qWoD^|(3UunQm#Nrp36{SUMUAhpPtJ|eZPGT|w_XKX4PNOUnj`75A9cO;6-jOS z7`f796Q(lfO+pXqm>QRSkQC3vC&^~G6GA!jeOv^8U@xmi zG5Hg(pIvnZsgg@lV#Oj1LLwEM6f?&JUFRq0b!2~v<5p5UF13+1Ww?lhdYx#=WY<7{DrSgI3=4lQ1!8hex%Hck)z{S zDwze+Zi}75Re(EAGnyrCSgP^|$s@dEgngHBSgYqhw9|QNAR?OVK$o?Pe_xdC(`a-) zq0pqY^5&E=tqr)QAQ4v|X9v%$Ep9^gc7N)+pS^r0vUAt}&?Y7n#&U&zZ17~un+l3g>r?ek1K1D+~7nDGuF$}(&X$Xfo8c;gv zNgIov*DCXwIS6(+Rc`qNl%6LJzUF(LRe3}u&4u7|a&@2Q&Olx_;E#t#U9j`h9Uq)# zOndW9nsF|;QvYHUE195V|021KFz|i_^W-ako!Vl1F{!5&Lx(^6-rJj=DqFcNgB7Mo z*f)abJNzE#S48}?O5{$qsx>#S8%HotSUA~*DpP7+!V9tG*2=Yw7C#{a@SfYj-Y||DIpvW( zUX(8u@1B$|BpQd2Z9dY}-9cN2n`)Oa=NDI(9huClI0}yjFHI&b{5hTJ_6duWf_kul zc4&Yc2M^=5P~ndV;m{3joyc8TJvGeLU??murkILQcJ3Wf9n4PY9&&yV;cVSGY!{Qr z*Lp{;Ujs&Af%&tl@NADMix5Oqmp2=Jzk^21h7$O1)C6KU9JJ3Rgf1VLkvsflSc!D{I&s*gmLuoq zCmkA~_pkFbH$RpZNA8E^)?=?%-cuj=~515EUa}VctGk=t z(IQHYh7}=!EfVCu8TTYQ8|AX;m#N1){qdDJyKH*rRI#nrK>X5Eh+Q8vk-wr%SC)Yc zZ#Xbf#?Tjw2wjP!f2zBlb9$O_*sL|VG4g=TW#Q}^$wkOXeVy2vUBq_nsj3_PYa8q? z7F;i;HL!TJl@7-7LcdWpgtC8X+B5d_oZ}%v<|4cDV^KT9VsKEIuxc0yhkPMm-{cCUnbdB}Rfv`=$>pUr<}rPw{z98*3D=jTr1b!Iw1Z z*%Th56-|f|#}N+a4k*RIfJ*@^Uwri;l7qdBj=xwh`W$Gbk+{qB?UkaDnVP1k1rQ&f zw{58?T=7O93cQGbK<~nJ(wuLY_tYbA_#dEwB*XH`^Te_PzL@sZgL0+w=(y!?rs0|t z+kEmmD0j=i z07${;2H9+`uTvyq_RJC6H(5txwv^>NM#r|CLfsA5?_sy358k2=Ui0IhINZTvbpt>s z!5DcaV|4g0oOJ1Z_xY~Iv$^lU*YTK@douL5sSM=cI7gVuG}$p`ROHKY<-`_w&a5RD z;1G9fmIzI0$IUoH*ktphLOTfcAxS51-% zaTOd^f-Zvi**1-)!zW7%5N^u?_VPDv;zWY}v0#MEKI+}t_|&TiT?F0rHG550;QQk7 z{5p-?NVT-J+khaz%Lr^j8PCyYL`7p@F8{tU?EfZhA_k5Vv5fQ_dFh^DFy~f%CT+Ue zu>moy=wJcqD9pa5|DXce*oaZ;1(374ST?ExT?Cer8W1TWm#os6e>{G6@}}GCX2NUn z567Uy&-E4AO6RTC=%=oSJq)ONc4KSnfsl1ryk0CHFwZo&i-XqoPIA+Q5RL)1)VG3z z{9k(Lm7vYxUlzZTCWxj2T7C4w-Z3O|EF%iUW+>RL57A{1L2Lb_pZmAmoXv-$Tq=N( z)YR7INLK6J$TUb{X*xFo{*OmMH3JeG#amBbq<=u2fqk000~#>gNC}Oq4nB>c%aSOW zXanvoR2&8^{>dMKovH%8%&~e0!Q1nt8W7w0LE3j`%@^)8u4TFiA}q2u+N+UPrqn(H zKj2`_#)2H3#gi>qJ@Fr^umS~GS*#wA)7{zc;QdTx7{~eu@)LG}MSwCufah)5)SJB* zh99+J7D40%7Z{*_yy%f>6jU;h`@7-52F!cCXJ;957j z`_pQA0#u@ch!1RlnEkZ??om@)LwcNd=H?% ztc1!D{zIeEoVcXA4kSW=yfy;ua5#a=7bEdYK09dUk9nZIj=hD#G1%QX%#ekYH4yLt z^hjX5#J``g#HjbAkY?3SstgRo?jz>tZS<1b=#ZClhcVR)AdkeqCsLPN?ZUF^V_b6b zJ3jIFh>^y2fSmr<>jgqXp&F1u%HhRi>4#^b#PyI6kBD z`~-WRXY~gl1Q=H( z0(U9rS zkD^|v1GoKt0CxjAFslWbi*HJi7j6OD)dB$4P<|(?5!+de^~+B=o5RvHlBkBxw#4M5 zZeWFVst*Nwi_%hq%`Z`Z6tS|#Fc9w2&-()O30aK#Y%+$~geG8jVGP>OrBAzSi7y_n zTwga_G~n0!m>vI;X}0CSos*`IhQXH&0q7P@g~s%?=$RM}2qSN)Rr#jewnnJv0t9kE zEP-luw5N)8iL#|;)zmZMFZo5k<-mvL4SZnfgW>lPJ|=62p8!C@!=J$7uHS4~2fjXo zlG9tcj^7x7MTUm04i4xyg>Qi6hXosJ-HnJ^K=ZohCoK*@0m?wxp5=TKl?aQ?SSb5H z&5~Jt0PFxWL;9F4!(U0V0Dz^S94$aogodxbSI6DQ4gf>(Ja?(^fm&R;V}2%Sr013- z_P=3*gpt)Chv>-7$} zowsaP)F6$5FZ;~*5K8J!MiX>i$d&xMvrpNK?=6qY_jD$AWb!vhJ%wP_Q92kOgy^xN!qA%Tz>K%Lz>AlLsvT7ghW#1Y>5M0;iv&2(7`Up8bu5?7; zhugC{3q5*%wp59P)_QQKjbIQWv^`vLu%F?`=OuUV5Kb#5{Su@M>11Z{Dz+9d4oWTLxn*ai%KE_KQ1X=CTt@J6i zvBLLjph0NN`!fTh>IT^>(D19c(Q~wqL*F~Qo=SLH$3~=14MMUZ{#?rL2;~bWFGM=? z`_GNREe&O$(+_l&6E0t5VIL>tGMGK?=?X>nU|5=7RC*M`RV!Pe>He1srTokN8rq>i z#MEWymTs#%V07KT0ZEg5jZ> zV^lQ7+(bjZA^9Igt=wm7ge2VxEUHYx#m~C$kKE@cRNkC>{o{2(@~itJ>R7l;PhhIl z@eD}Xa=q<3!y8q|ObwfjxAullgFE7&pe_aHt$>PhRgTM(j>>I;(k9L3H<82{$@R(? zxxTvd9mkgI&#ZWVDq~Nm1#~MJIS0nTWZc_oVRNqvd zj5BP_$B;w%lKBoA+%dyj`xxuRDccY~l!>CwJx{*nfwNYQ-*%nGJ54wJqX=y$53ti* zK5%|>OSfcL{IH5AS3ZG)`nq(59QHUOlpMyN*uSdi%`aa+oQ>uh_@`;`B!q2j%@Ymq z+EEvBg?Q6FJYoHUh~2u8N6&?^y(jDqGUH4s$NiM2_j2;6GnZ{h8|KbVHvR#)NUU&P zKkWCBLtuN@hd5!n8N08F_0PGtd0s4&56TS%lQ%8HK0Tus804U5 z1K$aSfEUFJS*H6xeghy^U{IVGQ|9NVTxWf(Wb=wC&VeX;jEs?tUy24x@#vt5IX z%h!c}L~!jgBdSW4?8)Bj$2-+s>$(rrD58HKq(8mmbnh4p#wv3OrD81MPVM-@uKSzs zA*dyK+^2jRZ&ezm_8&Qjbh|5?>g@CJ35?4&&(p+9kHf&* z3I0)_=UBBphA8WJ=NAr)Cs~J67^Ico{xGB+^$XZM z(ZuRyJi@hpF71Zy8xjim9e<(0=kut;ez1jZ`14* z<&z>_BmLe!`EeD`?!x3kjA`7nk|*JcmrRT4lkyWx%H8aO&mRTQfdN;B{+^krkw|+g z)4GG7$ROrquuinz)H~HrkRvU0TuAC`384;Fi8*wchk_jp?GdfQC9nk5$8)T(CY>A? zkEx2zR<58ok5VNw+V0{J$-Qn@Pm_3|kzYNm<6V1(>Y{!vK3>Z-nZ1{_=)PSbslFW18Y`|F&mOW-HVAfzEr$0se z$~=k!IB&HAh%eT2mEp(3X9cE&Veg_8rq$dY$6usyB6gTAy;YvnNA_H%7ivs#T-son z0D;A`wF(`lZ#&TXp5wTtzRuD{G!Sfv1tw3ht;<^^_aFs-i`@AI4(6`~xwg$#G`QS| zv0{wg?*;N`$qKy=0GGH;yl~DU4S=7{ z;`MiFNeKl|fF?UOJvPFnFIhZ;4gO?Lg=dZo(eA^uj^E(qG+G)P#n#Jc!Iz9)*WEm$ zJ3J$a6DncOmhNC3M=!BoxiTX=c|$=DIU2@kdi~o?^XyIFnrr9!Q%Fn%V-`pXkh3LN z=Su>h5WPwySdbtSjZV6+&WTq`B-RQHewdfrWDnB)lt`fvpz)?pRC-Kq+U}qrDWKro zJ~@>ksFV-qK;IN43&6Q22!}`reO~@)n&q&N0)x-mCS?Cmb{3K9zeT$Mq!#{EWYNfj zv^V91Ux~p?2jVon;hzXlw<2`L|Tl|?*BtJ8CzmwvqA z-0dz*6B4vExtt#IqG!H-fffwaW}L_DAj`V?Oc?zKJ5BnbhoI4q7Y|bIuGf}^(!~c( zIy=1kk1CCu7JTuN#4ydiW@lt`s6rS2eP``_t#^P+pCq~N&Z|4PQ3hJT0S#zmV$we+g&8y!H*$0nz8^KXp1`Qih3hx)#}n#>5zR`6iF^gK#g)Pm$=4cJ#@`Z~&ja1g!9{)HO5~UFU`z zY6@o2QRbPN^Wc01ec0AK!!+|By>z+4(y1w9CPB?VtTaueL00V+83U~n) z{*L$ZTD>oCF?~cIVKDtS!|I*YO)R3)0D@yF&7!u`w4vVsnF^FlzyI<+Hltu*+OSVK zdUpL+|0ddFgZQxvP*mYWqf$*fP-Qnj#244#qIa7uOvQpx!ZU7z)CYum&B?fSe~`aN zkyW>Ux1R>&<>?MGkh^i?1Hcm%nemyJi zwGWDg$iW<)Mdf{>T*z<>UQ#olNT-u+@&q8q7L&ycBC!B*_)mckP#Ti1vbS}dm&Mn( zbf_}>r5zhD{@;p&m~Vq@dDBCGWJ3Vee0v`iM*zUd!0EbSGoDaWV$Aas{X0kZZDShH zgZcLGMb_?eO)se=3HYUM3AyK7=r3<>6+J3$CaZs+#1)Z3UJ_CZ1ffhMH7haN0en>~x;#(P1a3xH zZyvJLZ?kg@b)ePcTd!BNDH1siQ>*tdY+V7dNGo#w)=A)?{gJrPpkxdTY-v&Wk~>iT8KS@->-S-hkqf$!a#vivj6nvcpvx=B^TdZoh^yeToN~dmYhU*9uP^m-9yC+ z3mtq@Sde6elX%Yv)q=w)QpW?YViX!--E?7+nMWOBq#ZSE#)&Fv0&x*|6Z&3)s4Uk6 z7&M3P@4KdsMH$GGV9|as?|V$OGh%fc=H|RMH8p+9&(D9XOAaLn7ZE-l5(kvwWVH>A zx4T1>=+hr1TT5qXrC@yJ;6TI29&!>?6!p38NCX?9H_XiOdppNExSWIz_Z;fv>VXob za#WtOx4^1>yID|S&;ht4z^e$jrUu=mP0LAwVJj8jf7f5<6yxW(=z77zbscgD1TKKs zum!N}kvpvohlU6H4#%K?eJ=I(e58N!0LXnwfEW&rCWqz23B(2M9WFO=GX7eilNF1{ zMuz>uIXXIeWm^erJDc^{?Foy5N7;j05rqtR>pW#tfn}Np11AP!mfsV|$@+9Ing)&_ zV>yuCT<1T`iYg;X$;s)J9mb+o(9{Qy!>=}6;Zhlf+d?M+R74tA$=gGO;AZVbuT)ZP zj5KPyw5dj(1BlTi=J-dxlOiF?k72%qt=Il;%8fxahx>K?y|9i2qe z<4y3YV07mfLd;oXIa!uD@9BYf778~m+^i__)@tE`d{S%5X-h7^1BHNxeB4&S?us)I zfCVbU$BA>T{ZzgVkLds3D1gfUFO37kF^dSL&sC8Kj+`j9$j}h`_w5 z6P1{8DMN}=gss@J^so8_55!DonUHcLuD12|oi0Bb$*OFgJ2r(i)#kKl+W<{kYU^x( zR2DXVAD46eKLzrJCQWXj3?^S=`3RdVZ$&I{ITrI(t+dI9r>Yswf8L8*VWKQ8J0Abe z%!-gx&(b=XRj2PeY|Av8@UfsAs9W$*`6SIK_=&c%jKrCiM*}r36uuXo{ z&df5(`HsK5tOR{9)ZAwjD#alL2jcSF5E=^h{ zV=Z?zX+*sE){|j%y}n)WLphbhppWIG3ZI_<@p|x+!M;iWGk4*8#P==gf3BCbtgAgj zCBK5-jIIfm66_#yf1lkrW>r&LHkKoykXb{jm#GZ*-r&JPPu*0Lr`g3XR@c-No4nnx z+LhQ?5d)L#f=nN1CkUq9w54C&_j@KZapaH_%(ut!pVVEJwg+q`|0=#k9(Mo5C;9E(h zPurw@## zq&OMw^l8CNk%{P+mFPcHkzE~4EUceSLRn*hKPPc5gtc+37RE9B*2*s{j?Bb6G>JM) zpBUEWd2D<8?i`@0t;py2@q~R4tTk{03fS|e6y1M4y=o_tZkT4XRYIw6Xf@hY+Da54K^a`@T(mwA*#op|0 zov>*>Dci>N?})rc{l4a(Nac?vkuTmJqSr`2bq#0c#&_qbQ^hJFeeOIYhC_eHqB)N* zHli9n$DP;@l`e{MT8<(Wp|r_zC{>GowH1j{B)p_}=4v1D0#1&-mFn0R(aIi2q^thI7U&zgKiEfu_Xob z_))!Xh0u+K_9KBu-fsuxQt#~j0|RKtsNbcNFs;@@Ny4yJ;{$?SSJtkl7(1>pE+7qW zxT8}`8@J()#At(`M|K%CT4Bj`acw&s7DurDZg@ulXTIeL_&Nx%v`!rP4<8Hx^1pW? zK*fkYojV)>lz3`b-O8I0Eu4QDh;z(?dB*o3ic-2mZ%?m0{L=wXm|YjS{Dsjx0kwk~ zGyeGk#mR1NGX3MxFV=Vggb@JV$DxV}GzjIrj<8)ZXPb{n z93n{8hA?RanJH0x1_}=wXTD!{HtVv}N;Fl15dfe(l)A;6`z54b^p5p{v1sdeGqP~MrI4_w zA`XB{5ZgN60_?HiFR)^R0|*gOK3%sB{uHlgvFyr6W-N#$YH%-?eZ7XveR|`<^F(GJ zIM|Tw;FxF3^G$*8^aEex68g$d_GvRtIooaAF#!c4e9puVqv{UZEV^iw&#FE$8)uk* z*4g>su8*BlDGNm2h+m9fddbp|;is{Dc$O)GDolGxla8W-U!pnsj%D)pw&F36@)|3V z6ELj+0QmtuhecILVO^SVRthd%DUgI5$2%1R3}?s5?GwDv4M`}egqd|L5>gN{CX96p z-8d^nbJnFMs)-0z#swrfI8FkHSMed$=Sh+Zj~~Rp&x1nSpTht!2p}Es;;bL_w2tPZ z)0R#Mqmx|PxPm8uscWwjknejAww!64#op?N?^$Xw0bv|5>TUU$f(ANaM`*&al&cKjb5M2K-V#y`izRv-&kL5+t}r*U3`1u4ox zAPdnB)R@NAAz-z=yx^8xdQ#$YzizfTUet)Prgz85?0T_3+ze}B=(@n)Y$zf zab6;3WB7eog3_)I4qa(YO%SX5BHkpziW1y4eYthmLzfL;Z+v~oddCiAHh(IM_v-l} z-YoOLNPbXN;z0n|JHYp?)&pF%5(Du3Zu3_u8~zW{u^*AK)dQI|7--Ky$)__Iqej=| zh}Q{|3zEze{%Ox&J_TMX$4~HL0c%V|8%U+}0kc)x*-4#aeG-cfY!b>Aj)GiHx2KHn zkz>uUFuoszk5>%sodNMr0GQS3msqq^poV}z1R-_oeC=r>c>*ph&$D*X^le-3*KFn& z$gM@}EI<{Yg8N4|dtNj|!q;p-+zc4Zw`BOivGSOkC-mV0zV*9xc>URWDV?GWv2sIm zV5qFE*)H$hZr@UV23!JN#cceANs z3{WJr!w9UwJ`9s98?2INMc^@~XyH;#NkK}%nRQ%QwReSro_rFm>v}L{Qewl$GLd9=s8jG1@~yI@;{UmXC+oY45b{JX)EUtq(m43#R7BnjIXKS zmX;aU$;czR!&pr%VgJML`G=E8P z+B?~Y*Q3HWk5IokxRF)3p&Kx0v4|q1Q587M;!l}Bcd`FwYX^3sJX39XU4O$MP+a|R zLeH&8%QP|jQgY5H5hDv`|4iOggJtk5L793ly2=Wzce|C5tUGiaG%VWH;+Lu?TLJBJ)_D0cU@R z-wMC`d8v6I5JZkB#uAo$kUo97a8(!CYEX%LnFHRS04a$m+o^jkh^DEl+d;rRJ zM4pmkO5i=y1=v8(iPa^VJDy@-@Sx9WnESiyJ?_(dch%g5%2Hq)sc)0f+R@16wsBvg zJV+<#HMKl^!L&O~ry*a;+2ZG)uO?(w55 zcFp;-IX70lyUU5CR&1JQ6qRe3lv^l7cr5+!; zQue(-$j2SbbvB+HLMM3&@t!; zE+N5}nD41wma~AZTT=pMjxr?k`?=n~M$xHgOVg8y@_^!4=tQ;WZHTk@FQVpYa2i5N02!|Lq$Qg$^^ zNpl&xy4IfmmBqlYpgVMqmb$-OxCi_;q)ohVsjU0U==(D>I*W-GQ6ul=CgT_R(Uhrq zao8b~Jv<=lvs|u3A3GlwRX4ul)bH4&FZfwn)5|o~!)Y<`AaB#)al8b4sj~J%#S|)4 zxfCo@qo4g2&7sdFn!X;Yiw9jdc1K4?|E`VEV9#!@m=*a_0@|2U@j38OR@jUn4p}3?B)rU7nPTx_S8%`;9pZ?KfWl8o-ycG%5mw%Zykr<`W1 z^?G|b2`imL49T#gI(WMhnTOGXmabLb&%vyT)8?Gn!-i!vy zgwi{>vwZcrT2VIB#jPaSX5QVtneIE(zW$@e0)&tQgs)_$9NRse4!G~;-n_Jn#v_~S zOD<=Spl*qp?LyEyz|HwCqXtiYU%xH-^-M!ly!}gu9sc|TL#TQyyn-KpOo>#?Y|7XZ zy^;B2$po@8Y`BMTrJt~Py`hg0F=(>!gygw!TK?o>?oZO*$9)X`Y}gl8FW1Mu!_{FL zLCVrt_r%QHD#&-9OL*RcYzgCw+tYp`2clSeQ2_-ShmJMHT^*S`B4%S(@Q>}WFTSY= zeMUU(HvxLX`O0_3&qxLEI!~oVnmVet=A^_^KgsjAy6H|t=2tjM&DK+M9m?^i7G{JB z*i=j=F|IJCx3HNRi6h0{nOkN^EeZ50Lb5Q#ak&Yol2cxnaGo}V|6Z)~%$W4iBXPU? zJT9u0a?b0eb2S;mdtc~1j^Xr(XUdMmSF$-_O{j-^;|{HlzIcF zbLSbqlU9y;+e^it&BAL;{IsjAHo$7bwXNb_q*$-O`lnkpFi!?!-F_Zd77}i_|*f)aKC&10l^daPixY=df5fVNiZ+ROgHNb z+@lz1ZMwh{3G2r@ZH!G)FBLB7DykJyGK5mbZq<(3uxDublMp@r{ZP95(J;)g$DDNIG|LY)8ZVlJ>XKX!8V=2cuk<`^jAJ`)@yT}4&Tsc0#Gk&q zMh?8*gRJIkH_84MU@HM{I6`foojRkdseN+JkjMabJ~I3vGfwa+=e-CVP@^f4FTlP) zYAqjxSo}=L&f9QjD`kBx{9{7*u_Uor`06WJWnNzul~CqDgzhtjT#T@>iT)o7R~K5@ z*s9y7PCehFE>)d2tCFkxyVs-ufJec)L$O1$BmShaQ4GgkWXNP){O60#@aYq1>e^3o z?c!gI>~NMWA&oTivQdhC>#J}Tk!!nHW+;bh9KiTFBXDyVm88FZC0AfC ziKJ4Ny{TZS^`sO)I4FW~(iNz)J#D!p@)jTEe-0z;od&=c;Ev1T-u_l5&U0pMli88& zoP6L+ z=TBG)&Mo-#6&ZYvkLB0vWU$b69EY{zx7CzTB$}}4EST%2hG>+T>REN~WE4(*0e6af zt4|z~Vs50TUGx-;kz}iV)32CKm&QfOXRRk3Y5)|zqd(zgywtO{A+UIR3sTY^{)D%KAO)d6|>dW`gjg{x-`LSMh{?fg}RNHKzvmSVUY}2ED19!w1 z1&nSqV~)+0PXU*dk`d(0#w}BpT;aAY{$FHxW7zfeO#2QpOC6Dfw~-Qq*EOG{px=PF z*&*O8AU#DYHFLlQbJ`11MX*9)c1aYg!%>5Kk1CGTap&*R9p;X>bU(T70T+23Mp&x&fNY(eu9(_ep!SOgczeyC8F_30lCanB5;Z9_s22H z9tU|o0qm>8DP<@Yn6(MPCQ`|^CnxG5z}CSG2804qdU;-I>~++>2FGrWuu_%h{(4f< zjWQ~N#E2AA>!;vKprHY|Es&3Jej*E~xx2k815V&?+;2kds*zNi_yT}`GNyb(VLf=X zKbm^`7)ZQx>@m6e4$0B@IDqKa6%@cGQGPXkC}xDG{qu$9$B(~JQys{NLYr0^ZJmai zVq+VU{Q}G_N(&AGrZR@TiFaW<*DQVPFJyi1fJyr;y@FhzE6{(H6xwGwU;}%&pGiV# zoczJviIK20)!%A1^b7w&CkFdP7&%Xbe>$m9Hs1nQtJa_ zGXc4v_U-3RY3Mg__@kcqnO8u|9?t?`$^#JA);?MHVwe?X9Z<-W75jZ>sscMF)sxR% zKO8QpGhl_&K3cxHf;t2GFJ3TSbzWiMR-+(E!?i{kLW?}YLzyju7$x_Gu^ z32&qZvfspG6s;aeM8j3F?TrjC_XFEqf8Bbg#o*V)JkPCXZ~?f~vJGs}09ydEXW}V* z-FZf!O@?knyrH1TI(~0}im$Uh>gNvMR-$I!Mtkv1505#EaFvLPPc{B20pk(Qx~a$A z)qI!s+~L!lg?qKn51ffHHMO(=dT4PlLV(Af%#hl4y*uAbgCeQ}#|PgsE(!XF0cku6 zzyL`J4I4aYt_(hB`(6}}=rF-y&mDw08vq!R%-;yRMLzY+xqg;@+6OizGdt#Dk{9 zwg2-zgV!O0$!r-&?fWzsJrBJ0Be6}7QSeS49)iX(7t|2#6W#3-olkZN0RW1KcK$(Y zw0bDz{F&VpEOxPOtGEs1q=m?Rc`>Dy1BC!vfp819&_4PoNp-V5*fIJO^8kU${uP+j zY7To}0~Z{yBB%rF139*SCu-%Q8f4Fb@!R5)>&OL?Q49x|?EbAL+H@9G&jqvLqik!K z7yN24#w<{Z;0^LN2>~t$fHtq!&JY87+VL=?R9RY%3+yeC4e%W zukp`+19}f}2-UXwh9B|t9Z1e2qq*poMl+-AYW22Xn+EM@tDvt2BLyU8Vd(Je)o<`D!kw>Eg2uPTc2T?G`}yc~nj%k>aMHp4 z=sSMXj5Hh#v;kEO|0iu7t8Sj$(T%v~i#HR3{#5OO)bQN>P|DRjpt1uAQ-djj ztM&Qr<28^yi@*P+r2Y4&q^L0}?}Y#RLnY|{%>;Ndj^7pZX0)r*p8p*rFg(DywJ5_< zV9?`v#s}i{o3)+l3GS^AUk2@Ia+RV}k{R3>0_=Jy83bYYd@YV6GZbKe3lEIBDw`8TD>8&c{LUR-)tC_Nsn*ilr2 zdpBwHUgQ4+%&Z5aS|fNgnePc(Urj1an%_&T=nI~ezfRsNPVx72>+4ER zQkh==ij@YYw9B0HOrJOYoP2m zCP&z33Rq^3Om()ic&QxCNW4v*0IUgV_Z}@8Myos=QWlNFXyuMC>^Es7pb3>0$DBdYKGO~WC7Ai zbjtpN#$ElV!l!2}xdoQuo~ynSN~C6^UA3e`bszCL3wC?T-9`H4jmKzZ05z~g)>Oj3 zar_;I@Kio;5_Vv@cSIhLPOi#C|KX(exjyf}LZ{myppwDmXcFz*sZ|=5}-9lbU zJKi<_ojv2N=eY6|-k$8_LX`QnGIAZTlHtgF`zC`)CyM)x_!T3asMGR~ZXRMBo-hgT zG)x&qoEMllizJehQp6;sY-FFVe_QUCZ=Do7Ph2H+4R| z;w(Fv4uDmRqL-V-p?T<6eFW|qfX5PxVbc|l#>58evO278ry&`Hik&p&vFOd=sLW2@ zXW!2lvydb9_v?4cLaqf0lAz}G3Y5QFDs)&(v5qZ?ysh6q6FIzbc|}LSZ)VAr$Qaw# zIafE0fiVVb0>0)~yv3)4?N=#y=|nQmUI>a^b)2@d*ZI2Yy`SDexJs#0xuopkzx5^* z7t|(^oXWu_!gEX&R(gEW-65$w*W=xsDnR;uHliHKgS1iC!&9f;3|#9di{0TkDi)rm zMp$Ka+8@)9MG~T6&<>7f9Dp6)=!OVn))>lVE9NKaCr4*`UtGkJcEdIfvA1PD+dzOr zoFfYq51gN5%^rh}#*D~@!CT>rSz5NDPeSCGBj*Qhloa+z&1refJQvJhnC;)s!kHmC zIgy7lyC5Qj}&Gf2;x8uO63{pJjUp}@7ws9frGz+cX&zb~7 z%CsGp*gkMUl9e)Ji!%+eeE?CfSCTPnO^<&9`F*oXZ%HF^%KnBn1wCVy$k*i}@3kP^ z@gGcuQ4@HjxmMlmh68ODwd0%EK8!3=Bo@L=WDELqOdM;!iH7KfQm6UkX)^tmWrbF9 zsbRV`;}hqUi)P{jIoXGF{^Y}1#Z!UZwY!v0V^U98{ZocNC9;y)L(h z)Y+@k6%6fPh?I{Z5VB$9Kt_~>XsrOgU5ACzSTu(;U^g;Q3#)gI5T7YJSc^SEDo@pS z%@qtCVC?~OSI2bK=g`7K3CLGqfU{p4I9cY!IqqpIJ}lw_p&NxWKtSDCwv#E!-%On+ZaC+>->>)c@qDa|EXUZ6&qt6y z^RLVLbdYB;uWgUL>Xl0MG?<(YNhZSm)$oB`#15H7&-jArmrw8VzC{vz4^I!uGGf#o z(Z7$z+6(yaxLCC|S>rKp(Ldi@z4g$ONGnqpSU&ibr|)>C7o#$7^gKFwf%D`oS)GQx zXRcb5>yG`;85&paT17iDeL*X%jFb1M_Sx3H_|Pl7XXwVT-iH|UA4&B7bh=cIyLxu( z2M;R-<@wLA?M;?iFs2bl%`~QN<4_fP_y_q)vvWFLRt00T3#h!r@nqsl$?Gi~LwVPZ zz0(sNS?bM`xuQ@Jc|*H^f-Qb6&2N5jp>(VKncO3?Uxgho_uXY{`~6S9qFM00kQcJv zl_rwJOq+E=&AgQL^f=ToAF7ot@A90>h9?R)VfKtZ5k%x_+_x_n6+Vv%nwdN0R%rs$ zOSWEH=*KIhuPeUjeN7h%!5qfUWRuGXo3!>k`8K}4+Sajk&*}_rqkt*g#2HhL%KV5k z_{z+;c_zW3p(!(?JY4o1Gu^I)s{J_57*!<*~t2^vLzTsmRVcTT_BO_c# zx?dl_f1G_$_R4s$52Ye(n_4|LBmIR=J=aKx4#S=t%d=bM_*my-v09A6qUP%^Ux);= zK;3OJtPHpZ$deo9HRqZ;zTZr&WM@YG?>lp$nM|bg~o#$D_m`&7ciE(lj{i(sLgU z*OoTohSYP@&I3#aI0oOfsHAbgMH;u1NhxenHBt+K>@)%`Z(I|aY4HQ!#fi>lh<88? ztr@8#p3=AdeEX)RE}QJsF>a9+Z#h2vzOUG<#PfS!4m8%>+}z;WJ*Wv~DwI(e_JZng z8)YM*Sf}OTn@EiI$N2bL-ySVp+o^D1O6yIemJ42s|MaP@DU8+YF8aq8noTv6wKG|U zC7ooxs3#Qsf#m@in7Y~k3P9n$w?ANQfBPIr(?Y@~2I@61Dy8h}NxGrHJuNXfeEJFO1-qT)k zQ-&7Dpn;Wn19LF*$OC?C%A+MMawK9N-iW4L{n7Z%JXY$}TA_i(DFeYu)y5dn_`=Uh5%6Bzq4UJqW8jkj-TB2U; z{0{DrK8H~m^@v6_bAbZ2p4#Lui7x*+%OQJHeGzP4V)2kYkXm#=X5Gq6dw3gwtc3~B}x5|RTLM*E|{TA)_nMp&Rm;tQndH+D#lg~nDcTEF>fxv1Uc@G!UKsW{6{ zSFl_llF`)}ev9EwI`Pn{o%yf1{|2dN85D9mDa#RBfzVk+)+g2L($xXbx`17EYH80#KQGa&#-&`8;Gl zpeBTmCWH}PZj!gIax2@m#BNFbYlE2uKlk-TrZV1IfLd=^N&Agmjdkxh*!)$PK8 zMd?pBXdv0-m6~5*h-quPbaph5%}BFB>14Qc9=M3_WlB39O5FgC53weIM`HW;?9bFc z&o55ICHx9Soy^cktos*$L*Su^bBdkOk}=Sl~CV4>)4oAm@|O<9-j{_7Nhok`FC9L02Wm@H4<)^lM~}ys&%dj zW^E(bk#1TuB~ayR>ldGF*)k?{U| zpIq-DHtVvXh)|?=)aDOlzn=8*V-1Kg@@;##iSo}Bs@L-uVOB$=XyY+w@G|Q(oe4Js zU^_K9B`|jn^EQ?Ua)qSbmmB_c#ODK$ot)A~t8R{6x8_S@{(}>*DJsj<`$~Wx3enuJ z4{(N~RNv6DN-#B_wDC}lVjKG$)wAM3^Y0NH^4Ohpc~w4j4GoA4{1Iw@ z`oCI$ktUAY+FQlZepPrAsXESQ^csm$(FZo#U3z8n(k*Y!@(#>{pnj7$ z(E$}4iD|P=knuPJk_sibO7n$t4)}3ex&7K-f8{;x7lKc1{pNU;uyEv2H3u{!fCvJ_ zHL^=+hFx7%cT`++R=98Ni`sA>da@T=18C&LwaoQD*nEvogip7whm1HwHGpSO0shhkPde-~ZEk#;)x`bn<_%POi776cqpas`a?Nb)LFSooW8?#}eDA z0=MSzi$cSPD?BJYZ3RGB$ck|c+BxoK|cR846}H5>`P-6(#)C3LFAEAp5w{-qb| zt^GLFxsi9>a+7*)2kl3rofOrDNtXSFYrEc0M>U3y?3i}WR~^b&$VW*}rcICC<*ST3 zoonggEx&(TmCsAF#6&fY{Iw_9Mhs4u|7Jxy%h42>B^<%8n% zZN`+9@7|4Im)MGocyZf3GbYR6!L&C5qX`ADufymWW~Py4#(J|7`xri&`gUW##WgMR z;iXhl6JEzww0`_e)yS>4Ra|c;5_|U)Wq@m}CLA#^VmHo3yMlh=qsva|eI>{WaY9Key&T z`Z$npz8=e{6;XLt?H=xMAAlKW-OXpK4bN)ngY~G`MQw>s;!YPhcpBXgz6S{XmBo;=<&#C(~F+cuHL6y$PJTgXPBs+!%#tSVIFDAg*0`+KU@+GJ2Wu z>(5|Pc)s?H`cJTHyUg7W%QR)(tT8y52b4Y^EHnoYWFKUUkVDM^}G*hcoa`m%c`;e|pboT7oyE#RY2DVfw zbmeKnuwS#qm!bKdN#h&ks(a>cSY~ITt$kwepmLS@qHvL;burB0guGfFTFvtyMp8E4 zzb?or@sFK4HY4$$72ylJ9i&p3Q=_%I3^CEP;jOm}m zLm?F#!t1WYK#@?oo&0sYvo?0iN5P0f;y{DaAJA*-XWd0mJPDqct9QeqTG?-stP(%R zp}eK8uavCcW2T=MPMUGP*G}5jJPz>AUnSK~>hbYdZWKua8#(OO@%Wk1yLx9KlJzv( z&6oNsDwW(>+p4%%&fk$_4u=xy_W^)e;Apt}aJGx^r$_6FImK(K7O9T2#kq}j#d`eF zo`baZuwSn;eajZrYD=i7H90rLQkf_UGl`Dr$TjFbV1t9 zs<@pR(egtcm7ZM~Y{2K;~;MEwZf$c6=Zv2!>`F` z4q3!vwf|tG7tD3bY~8V-=e#d67Qx${_#C&fdm5H5MA-ggbymjS0r9j@Y58AIe*Fk! zBW3i4g)GeaQv=2CY^`L)sQcoKXNnV9c$z*V!FaViUQcyfvrex0Z~!kf?F_0SHf7O| zY9O?Y?rdt&p&VFcy1mOteeTt%;Gj+kiyEa=8S8eX^XkCrxtyPHgOkoo`u-R^21heJE#pdC1;p5587K(3>%Y z&DhL2E1~O(Ylt#YnU{sHYaPGH9nqTy(IF~}x4V{s?$VQzp>%c+GaZ&9F+0cNQ+XrP zZ`5K7U>v+0n6iA}X|ggNN?qKDQlZOw_O?2S_MvK=UzB~gD9eL=*7JOm14~c7Jvq3v zq<7w~uqXor4@A7Q(wvYpEIT2^0pw8_)w23{a(gnO1Ua8FG|~IbD4whU-nW1@+vkR4*oJVz3Nr6| zm*(S$`dAm7^V4>XSohk1WTHGxr(xX!Y33xUMnaYr79 zanM+h@@+Hsr_E(y$*%M}AK1aN0pb+T_#jN#`rRS!K&*kKPtWM|iA}qFfIQcq_9;*< zy=UIx!v!dkd#I#gpiHSrh-B4H)ZU!MuD>F@zgsba8p}v=sBq!S&nonEw3s?Z6P)si z%~?{PvvYqv;Vy+RoH$RmJ7v#7)?57PSnOpEQKbEsp(W!ZwGp>y{I(B_|7J^r-@g2M zl1?k4jC(qg^Be3NDZwDZaIWtJTSBoKhORXr^0InGY0eIs1kq*%WaQMcOyPoQDt2>Lkv`wM$Uw-W;PAD%%vk_Y_cP2G?4L2&$baM+gWzbv z__ivde4lk0I+)h~J;9BfQ%0gu`#o^vdR98v#VyDU@pMs;F4rV=p##kcJ*RBW8qX0s zu_CtpCI4L}MjJ~Nrmd=XQFrLckUs!BU4V@vA9l0Q2i*frKHF{W6`CkD{EcUZ{Bxc0 z^nJZ!ecPn&sbo>V5yVEN&Ptg+_jKFIU zB|C)=pL&N`edNozOlXH+(ZuT50BziXA^q(=20bc0r|*6^r2zx?J4E*R@#9C4RB9R% zk1>(AZJa>`X=kxXNzH1ednov=aZ)4`MA&d~O32m;a$M-krlt{FpZ2I!te}^ogy26& zMcf{HDKEu#==`GF=9G>Er%=+$zO3_8Na+J-c^&`_%LWcjgH3uu3{KfB+zj&CE-uwURjybrRM~wV;!w zzUacKFd`VehfkB;n@xQ&pP8Zc^%n%&a=o4WJe1WB>yY2z_P&Ed&ELY4chAg=qh~^_}$SRAK(MkvjG$F!m)F|RU$8vm6rj>%e zJ>QK~4rbF@{~$0XEJ=XbnG$AS=UJYD){+EXoX;wJm&l?9KEyh*oQ-^2px(`H`s|4# zVQ>jIpEqIJit9ZfXc07D+&nz11j~ruKR!SxsqDhXJMfqUGz8rMh<+OJD{H5jy0E{F zNOk~pH39H@2Z(H|!JL_^-gK`;!sB2ei>Mz4`>Xl{>n#MMc-qmGCe7f&C+1|od_l75 zk}_(Z{ZqCGTnR`_|6d4SBZrxytc+2DQpy5BEl z6&L>QJP>%N5oULfUo)D7fcp5>m;Qy!uto_6@h7kpK+EqlBNYPcpU>rXP^V{Ll)h*6 zclf{>uHn=5rwNLri4w@BbPHa1pm@bir1nl zJshy@KqBH~z`#yQAK`cM=f2S0NHF-lJl=lUT;;Q`&Kmmp1(iN_GyfAj=8;|4e-h+g zvF}>91aAJ_Dye2OEVd&~-i+X~6#_ZAd(}D{Q1=|Q08Z5_ul;T5E<_a3FL#1phCsS| zI$HN_s>@^pZ2InF2{&7xPy+;A|I@KEGInTuu;qAM%&ZT=zb4QNc*AQ;aP;_SdlJ6e z#|=^f+0hDoui?HqfGSHKaG%JnGj~0ekGhvh!85v5T=E+-`vov>$Bu~$d>R1_|64H# z3WZ}L{JVfvK^r>Xb;*}!kr)Os=|YJ`5qY?8UchH&DfLXDSeA66>=Psi`d_gBq$VWL zn5mQT_h`GC13rag^jhmd8N7KU3Stc0{uZzt@i>9(TL-Ji;vwH{btMoMG?)9}41FhDRjTY; zd|<#+0R|XRF|h#ffD?tR|B%uUcpjN1v?ai`-spYm75yN6Hth9wA8^C10++`OOCaA^8QzggLb#|dJoK{lHrq5UNS(MssMGvYhL@F@C7%rJ(>+7fN7L$brcfehAj zo{z|ht+ZRUZZB1KKK74uohU%Y0|t( zU5-4&`(9qntoy!lvE>Y<*z1&n6z&&^JlAXRkseHL+mYhCXO_pgZdV+a(t9#SiW`WH zwbQLEl{{@h{r2r|=WwqH`MmSKROZd4$_GNfg%sQpub3b4GUDHrTyPyJL=pCyrP%eV z_skdavNg5SN-n$E=SvGJH7tGHQ~LbFN23vrK=*eALjo%Mf^V+ID&}yU=i8ji>b-AR zU6{8Su>0;(+SwhRe}A;!+$6jR##n*?skR@50h6d+~0+Q|Kih5jyK-kG%~eJgdxKV;VbU zLB=K0W6c0IPAO#^xpd}peSN&Dt(O1}d@y5@d!NYJklRBF|X+N8VIONt9fkMg*&?u?}wJcJ?k}kdFM}c;j?x5 z@0xzOrDj_qMBpa4>6?&qMMkg_{N%+%zk?yi0^kgoBGUlEcYoBvQN?Mjoc4ONncw6E#WB=4G~U0RaR*TiUHbC=7yWEg1Mntf5eB*ul_J zaiMpDF)SsTgtbGFTBmqTOqFCE zi+6ajHS_L+B1^@?%okG-F*n)8-0=5#>uAi0u+)`(!(n@|w%TM=1VdzaYSeIWNC(kQmHEcQ`0CD^l(H! ztu1Yu2h5Z2Ur^@N9K49{@pn95m5UBr+Ij@5JMZ;UGYYKTbED;{f822lt<$0s4#OdE zSiBgmbEoW7UX-we=8Wzuc+RfEoC*y-Yj3nO{bL*-a;An|7cgyo;XxO6Z_QDOLN%aK z`-|Y0FK%Tnm*4sCrcH=)xOmt6)fux>Xy*#MPfylldyUPcP`8_fqsRQ_O_aqSU&Vaogo`YA>0v4K!endq zz3d)qP>Pd!{U2)vxXb{`-rYASQMC<7gy+8YW$C|Z%V8wtOL>O{hdnJbVHl}rXxVi~ zKHPJv_ozxXGO7E;^%d(XtpDh)*huxb*1FX!*hK7)lrVr2BGblkmWPmTl(!BTy^vW!C;V=FiWFCUdn26W3 z5HB}$mdOLVtW`>a_Z1m04s)a@yWu*|fM6fHk+N?y18OSNU84EQH8z(KJe;Z=G4VT? z<1Ry^@I1i&!gd(_+KH-@;^XUqHtUde=~YZt?p$;DOEU;Ge=Qc>lmESYAwvKe?1B3C zg~WJva5*U)2$FX|TG2D$7!eID92VNVxA3evg*Q%us@3$Nk<$s-(GuGzw>Wmtn&1QKzcZ1kmROU3c^mL7DFO$%ivxDLQDW~B~gQY-?@V**i%?GhyQMm z6N7u&pZT@jXI>cNWHgfG?By&!*{K0Vsh!)8knnb}WhYRQPvz{#AU)lylg&=^y?mB0 z>+;+K0xv7gCcZ?FGsoeqa=H;@d&2=I&H`|`0r7{z-=d1M7|i?XO%sYF##5%CiwPdE zz}|*UK>Z0uBR@FEVz8S697ITuTvLowpict55?&QqOJrtX>xPFD=0dIKsD}oIhcCc8 z_Oct_r8z9aoZ-<(sDXH>0Fes^BYZf9V!MG?Fgd2`@^7|thEY2_)q2nBMp_j1?~mKe z=AQg0`_sxS(8#frKmU?SDIj1Mz7RCFex;k{OcH>~V#l#?#GMUm^_sek9cKCnH_#El z^Bv)Y0gsY((6D!R8_}pgRF!R=+L!z17r#UGp&L;9lNG%37bjw!&c921h?_VSi8;e@ z^f%b)U}yCNTe8*QK}S+a_2CjkQI%8a@5nA()r5~4=@aliT2Bhbtj==vJiobZzVHKD zyLK9d|K;!DPmOw9z2+*#=DqpVw2?<{l}e1ivBGn70-bXAPNr@h;?vDGEcsMseY7a? zff4dMEa4NqweZ*CJ!%5V2zJV=_oZR2NEEVE%iBsp1ZMGO#3gOIhcjh);nKS<10nE} zI!SvBM*zSWM;s~+*#q!0DMxHKo+Z!hq8>*~K|1^BzdU_(t~ZYAlnosP-+~2#=H-tj z?bF_p?LvYBZvwCgs>6>dQ49(>WIUPMPAP@a<6}Sf$s?qJy@M5iJEk#{e$n@Q-HK z+x`r0x`IFB(vBuX4gN)Z1RVQ>W_1cawcK4}_$fcI~?!AGdsWi#s~Im3{x82 zX4Dr&08K%wUqjgwr!>B^Y~G^dktmD$AX=m?BG7fAk2qxAN}BQrKdzzr295O~McbjO{-mhF1wiIKIK!BR#aJ{rdB=RB@_G-FhB~`z%d*Xn8O|kt~<~~y#suo%0 z^)76F_*NPH2OQcB0NB(M2aa+$0!+4znzsy)dvUw^7-0#B21G5q;(*5f_0ZJbF7RoM z-4zdqColiYMZ>@O?@;^~l_e*S%luz(*@vpIW_~5U%6Fla_0;YvKRk83m_EkPR|bC$ zT^FKiNxZsv{9Q~z^mwb2b<6!gJ!D7g8ZKxoI(Y7{2NW|GS4M>%CQ{=jmSp3E`8G3s z3><%p(P2(ZVE(HGI2aP*l2>az6XH&DMrnbp?ftihd8o=ER#cEuC^)xcUOPYj)SgQn z^Jcri$9jacp#aUYr6F**Y%I9-JWliC2K$oVXon30tQ}8SG0l_WOS2tK2un3Nl2Dbb zy)E71a?^YS)l7&fFx%C?+t>f4Gt3MdIm9+7o%G$zx71i9x1$x!FlS6yv?p4U_+T9y zbSLD+{)AP$yW;m}3ns1Tu7jU?-F-yM^;GLhnFMZ~Vj-WxTv>2WM)H^(zkx zT>lg$X@hIT_j1@mmwis&aUEd%!-&!|%DI8lKK?9MlZ!Z@&qBc9Bt0>VlJvLf1CKzu%F7>6*Sg_@Q!e6cl%Ojtj zf{_dR)hRHoD-;_QyZyeGkz792Cbk#dYMl8(#O!?;2RWZ*a5JY;$cwQJ85OyRB@8sv z<=xlXQmIr6SQ@Je-lqC3=kKQf<*a%H9{(iwHlHlzl*j6uMZ5AGQ51WY@F;pHwj!V6 zAI#e&gBY2CCK!&tEA!b$_>8#^rt_-GpAB?wDNn!@(vtuoH1#2=eBOWh-@di_1Ot(I zjaFwxW>6HxWBa{Szo`kSfo#{Zx-LP3efrmp2bz2v`(T zbF!O_AFIsP+a0nr+|AY z>$GJ{p>I%5E3sjYOm=9DH+hfsO#*%DJr2!kra&e;%+)vw77CU)-nYv6bMywsDAh?y zXxq&=`kuGh6I1^s;WVjE>#x4ku_@=3C>Fuvm@w6f-gs&V=osFZi-=wDxT>Q*@AE$D zWID$;pLw@`?p(&)0`my;XB(VatU((=nw8%de9_r}-V%DLza>K~$wP;n+rs34B&C<$ z9DW};9|h0qtyi2P_DS1TVE>F5Bbsm{n;L^_fYc0|LBRm#r(FzAK(^J_!lJI1E4QP- zI!jVP9-hE)F8eKynP4jWDLg2ao)n#Kza1Fj^J-!57kOK~RN5D z0}907TpFQfQ(j!tv9;ZZyqg&0KeqmIpIO)U2=ClONf*$jwfemLL*ei4kn-_w6|vjf z^;O&kO;ckaX|uomiqj8MFw<*j7_NfpPPOxs5UtQ_Ej{}|vgPL~@-4T#=)i(^pMMy& z9c&r?({TE1p8?bS^tA(d&5zZvx^;M%bjdJNmp;gRESw-hSR(22Opp=h)0Dw4+*FC& ztC#rwPxUl7GGTZCW!ah_PFxK`c%xpoRVQ($+yuB;8b_=a2i3G{qU$%qe*yXfU6H@e000qyB?E1V&soL`6xR^N2p%OL+|SYWL|ME z98{7oaItoCI}cC>Y&<=4G{X*U(*>cG~wBvn4pFlA_vdTIq%z24TTniT(Az@Xl6UO*E7|Mh`W{M+8Z0dQN2Tw@*TkC?Doi5!f9h*}_b)Z)X|s}i7FqH5+U1qa zir1;O5HfXppxlh~#Dqc^{+`@WkcL&)+NxCevwhzRh?;OYt7 zh7Cl=!Xh8uHus?*{2wY85WK>`1q$M$_vF?!8>+Z7pE~~hXeFQZ6pn4XyL{pG;=?L) z^F(FsKq%vQMbU@G!i^kj^r`l=7P;Xh^u)s-_b2c{`Bkdl?3qz0iauc84Y=lqcw3dd zly(P}#M|zI5uq2;HqBnHQqW4#u$7H~z7)-tDBic{$&Pv-JY**xQ7jB-1l>z({4cj% zMN$+2x&ZUnto3Uv2~%Nz(TE%DH|JGPC8 z1L69C>jITYc5woi{qD*Fwxva-$L;1vg^{*yu~U~ods_?UYa)xJ*}7$!pRqJg1oWsK zgsV=Pz0OmlfQWdK;ieavls|_i)3ouZv}ixtH>$0ib?Xy+X1EF0WtWhxN5y6HA-qW!*_raGa#Y3>U3*gd1CM3cCo?9h2Czouv@=H5sp;F8G~>dV0i0 z9NN%~Zzy`4St+-qeAdZf%j_&5VjLd$0*@kGjR4$82 zV92J`VB{|R20|0@HWP|$qcTkuSTC?VWkm9x zkn4X|$TD&Y8ixGoSC?hA)5fmnvB@pOHa!Mu07TT#12w)3dWMi_)hjw2z&*YJ0I!lvYyPmZHKLL_Uezzp9Kg)|K`#A!(0FFKFn|Mxkg)UKLVqY$& zY@Q#~^HGvRH$z_m=L5AqM2PBlHvF@lUtdWx$IA;NIVPjG6RmDi{92tx22Tk4t_LM2 zlqu?kZZ+V<;H;2xJqbia?PkBJ1DuoIbHmDw)%giFSlbQb_Gi_E@Q#_EGl z)=`1<0AHa5u?YrfKcF5Q9tuAtbJ;}#l@Or*idsm-pR;W)awe}!FUPc+9VyiU#ST95 zMr@S`2a@Xr1`fMY-R{Kg8Iq!o|4+)kgW+9FK#A?gS=`1M0_d_pxXJ=LbHXkzE!NdE zqsJd}2K2+CZ1mE1@7)U7v0jA;;t9x{K6S2 zl@C7EVej>hov^VTTCw{WM)h~(AtzrT;^y4ry<9*`ktJD_N@*)qtI!HH4p;__cRq2^ zv)^`2k}U-eD!s3z>z&d7zVE+(DoGMMxj?Z%6XNv?j(>*H{n71D)?DJe3JEjfa2_5( z*fcw2P=C+lx;UZXw*U#O{}yd!XeLQ$gxe0TP0kz$zP&W;vpsUdbK}dL%)qqMO~Z?1 zM;n^Q42TJts3H7UbTtmH2PBrB_~nN3%Rsn2Kl!Os%08cF86fooJ#Mnz*En!C8@RHQ z5hDcg!7%mI|Q<$`_R{;TjMzK2j!z6g1s`-&Xv-H%MuhrwBOC$3c)Tjvx>v)sc%Vx7p(*?CStdK0*MTglC^a$-Y}!Ftl_513SURu}irO zwSer>y+|T+YliMIBNeed53)-`WY)Pa8U;LGrD}iMg%wVJ<+AI)~ZIm#vzESNq=xH^}^a?fX1cEWee&eumaYtGNs^r^Hp5}2;{bytAqk;HNc&P zx``LaE+TI$7;z7S2AX7iStLBNf^<>_EJ8@-KqLorUSMV6h&!9}{m&8NdQu2^!Hwg@P_+3XWjBJjE3jZ)aD>270z+|+F z6u`d#|AuFb0@1)WvFG_{u6ZHW1d5_V9EwWVqeZPR6R2L_R+u*Z0^~={^f5m9Y>^iFG)BmK@ul{dZ>Yv2C|9jntU|P~6BdsfG z`TmaF-T3!dPD!hWDZ|{M!LHjDr=#rY)daPsYkcV+c-teUUsn-4nk_U43 zhE-F)%{(kt*ezBP$gJA5TX(FK{`fHLa`pa7>)akv;pTHM{-!LpH9)>{M)sHW7bhV$RCK3#F>*yG}Y06^YSVO%HQRWDiiy#mQb^k z;U)sM(|V;Tu8kRhu}`k(U0EF|r~gs8B~?m^8Et*n1+u#ZR+h2&7)w3YM^wC$e`4+b zNiqt$XglWrbDoLbG21>?xQ(1-P`-P4U}n^6q!5<5B{RhfAbB;oJxStTP_WQ;WEgU= zbl@!Z@e0c|@eo}~{(RKn_c9vpFos;~*Imr$>qR1=nt`MfMf-fRta;fr?K62z4halz ztW#D$U(OIM#&J@O8(93EuI{f7%5| z$!Zeu;siO5u1BMUf@GZn>#0|stxxBE>`h<0D!X4U{=#Q%z~xiwGYdD9osyYG3hgjz zl{gv_*Vde;<=Hc|n@|vQ>Fq{JxL*uUPX{Xm%F~idsm}Fy1SljCVS}jE-TL$I~0KyBru{?HaZtSmT$8MHXr!G=tx=YKJ zum2ctc|9{XK2-Ji8u6e-UXtx`hv$#(Z@-8Z_>c$_d#E%@*DfM8Ge`eCGRi!Vo`9A+ z3VVHqMs(nYnn0X<^7idzaoFW&EFRZuB@r#3?3#NTz^MRRH&>F4B)&9zvuBra*xyAI z_w-os>z?G%OwznKJj0JCEA=&=NFJ~{h$yd`6Uqg0a=3;?YoQ zJ7_wmaMcf1DbN4J{4Pc%mD1*S8N+oI5V~#eRz<)g8rVdZLbVU}jfKqO#uq0(@Uu(^ z)_*#&F0Vm2S@m)6$JxH5M7r{y9@ta2m+(<*5BXoBv4I+NA#7LIW7_FXU&78=+*D4~ zWO>;7F7c~ibF-HXCi*S9?5;IY9HW$QYY#U6-X+}aufIeUQ|ar-RFDr+FghraU3zEh zxe@pc&&urhdOu^gPT=XK8)_2KZ|g3c4%#cwCpZMsgZVVQYHR0l|66y z3+oo79Ob(v`5TuE-2qkTnscq21}pfg=km&z1!CJCkK;xhws*KM4*M#!mRi(HZk~71tu4;5uil`)E()Gn(XR2a+X> ziqE`0TCrv8MrL+WMB+AXr1#HO-G|bRZ6|(jnBBtea`hw!r(n6^9?XOZvaza&f}e*i zXXGAv%gU36m=5Pib;-D3@mtX}Rgv4FBtwMAG;OuWioU)~Z7Fq}i^6Y@)p7|Xt6ZLp zvk{lrLJPA}Mg1-?U!viCQTOGY^LM*Na#De@{-<$;c~DkMp^s`>$nHs|nXUPEc9TuL z?NMLhRMZ*sK@G1*El6kGDrF`+CHpE1b4qW(-$Gf4@>P3r9s^;N$k?PfLr~UIZns`z zpVL0VK3ZN-m~on`QneTawd z=^4|I4%vJ+3WDY{1Kb2L@4SwQmLzEKuM0A6cEHX2)8(Rt*N++N5sC)IlS9HzEj5U%jzce0BudH&uk2X{ zpAYF-o)LaX!q-EwwHDK?8o9(4OC_OjL_7O4cypm2F<624d25<_T(&AVV;QoxKv+3{ zp#zPNnuC5!dW7P199_I{F@@ONm8FB9@f@pAiF*D$IOM5dh61DS426#nc^R!258 z>zx^>lQ0n>#N0cW4`Ef9-Vv>g`j4?wmp__4k?91$Ru)>IH=rHlDkY{MW(|Z!Kw@2V z<*qr=BMq82*n6r(bpD7oVG2UVVuRdMp}q{G+dc@>)h@1OiWRUMETRIg6tq&;_F6PF zsx^i!-h8Hns&AwO*Ljig^3@X;U3gXzmIAb#pa~3E3^QTiww3F?Bozjux|c?=E){SpUb{FyW-C7_F^fg*#D zQV>4J@%sFJ!eiQ2MrOkcn%%Oa!Q4X@Ff_HQ&+rG1{t4ZN-J8tLc)(7f{C;7(szqw@ z1e~v|juodJJ=zR`1~~h0JJRkRQX8{ewZGiHVH6rQAtv0?WD1m^ZBIJZ8O@AQ{C(Im z<3PwGM%tGVYEG_Xz2SHXuZBA#RPnbCyW;0f5>iyq_vAVjLePTqI)jPm&Iiy_zIdyN25gzEt!$8!FD=IGqw zWoX_)(vN`7>Mo=rT5&pI0CQtXFnb-3{H_X=^qxw5$B1u~S?48zNbPf%M>!t`DG-3la8ReMeLzKYlOe>roJxA`<3Tn>mzAzV`Q!I`IfO zdhp{Q_%-6?ZtTliKvEPCG_iL$n1u24=sv3{V;*x%6wq?>?Ik4SsgCaD&Ml(3Vu?2x zPqzu^d%gz4v=FAvGq}>XZACu_;Kl|)rZ^=_JoYR(*o--vAi>%MoI>#j9wtXzBa7ld z`GJ>XaJHY<8oIZE5*|HVcAta`E#0ADk!<}Yv{)l;PKXqhXk(8clOl9qU46WG$e|u+ zp5b-l(K%XbA7dz{m8@E&MeM06CI#~bo>myrV&}n=&vvI{S*_bYk2tV$K_~XJy9$ohh7QY5CceHSVUxt89qrGx?6bxdl@S(0{lX9|mY5 z2NmQn)RjTT_%*h$EE$rrfQMgywSQA>Or12?R^?mm)zSQo)GaM8F4oKuA4*esz?Ff> z8BL*OstL9np_U})=kZS<;o(;Bsow&oyC?r`Nb1C4R@**#D8)HV_2kr7^pLph0xwoi zCr^VnEVcDh3l8eYKzXV(PDaRwBMo5MbHAQkuK*z01eMPGu<|52q|o{(KejUR$7T3E zDnbSiEHqsIx4`6StL8Bix2Y^!tj&L{02Hvr2so=Dd-$w!1Unlco$4aeFYaD3$(DY! zHzFn|=nf<;;(JCKqy15y*U4RNE+h|^ehv&(6%tT%YcnAZ3<)@MaWD7x6`DW0XQ)g+ zw!I1u`iq+|XA)035s?3A>O0F?X7977g7y^GPXe=5hxS{5#?``AR;;vx1oTsn<*3^CwX}bLSABp;CbHJ{4s`Kf8Tm zezWX3mHnB{E-jAT_#@YZ4P8Dq8@F=f$(7*zFg0_`n%QohR?_o)rkw(3Q6ZKSMdpgh zV>ne`Ney0H`@WLG@CR=pk@G*PX)*Q+I|lOBMQqm+Z}yv_H!tIQEAQhbAfK<_d^Q&U zOJlU>?;(>O_KqCmrG{sz4Ypj0Dm+P&IMm9!V;Zx9R#@+;o}BeY8*2u3tsD_jH3HI< zdDJ3B4b*F{Q>r#f6J2}R;^`rT;*UPhR&(l=nwxFXw12j;t<=PtPW_+fgpI|TCXM*A z@A+Cy zuYa#WS&7lqw-)|DOSzCKM9!?U| zc;xlIB8NQE*>YfU{5b<*v(kvLd3P_`k#F|`x9p|cE4wr;GxUbS{RU=*ke@XlFnYq~COX1d{cmXQwiT%pp9lq!#9lf()JI|wSwg`Os zkTO}Cq=gUHD6;5t;>1^fnN6=Qi86i6JgtK=ZBGlA>`?eLZQ`Hjr^!hba%p58f1fFm z$xAA^Ao{IGU)><6V+Pf&HlK$&l(uLYce-XP#M8_7=V8cC@@d<(3s>xJwd~CXqgMT& z+p+~$q!+pNM=~n#^gP&o6AK}M8FZzqP=yMH<`gIC39!pkEpWzV94E%E9%+imm*J&DN8?}wxf!b8F4rQ_4t6=shF zP4!0oO$`1XE9NJ4_&uk$)GW7@7C9QDGZAhu3pN@k$jB~mZN!NQQXi8~cyDtVfT)}+ z-C)zfwE1+EZ|Q}snMNKhy0_V4lavd1?%kIxs*M@s87)t)S&e+fIMBi1HnQn=8=Wc@H+R2T+?}vi@KJ91Q z>JF$rEOERDqqTpe=ec#g=o&_O&BMcDCb(ef;a$$+r`l=ml+GhamK_h zR24B_8cq79O*|df&{ytcz9>y(a5=guXE^Kaw9jqIksk#Zn=AKpE=6vRnwU|kq&T(fUWf5aZ%_{hLPsh}ryycj)pFnxK+DI+9=HPqiFp4i)m76w(@keL5 zJ!xc`&*OSyO+P|DQDyigs$9z>8|hh*g6<;grfQ!t<;*ELyOt|Ys}l6G^`cCf7Yk1J zWeVKLkRzcEi1h`sqc+cax-7{xcGy2~?Z=a|Dv=%>%IBkUtttn~mb>xh`J@bcO44EC zY-AIAI{b2(pOVnKy8FAmQAI0}f6G8S2tj+Em7}Td2D@Y~0}#y=@VF2(^EZ_YmJ;`< z8?5jDxlSvmlX-_~VD`USfSoA^IRRidpXDcx6_pi8-#zS}JZ02U@Q2p*M98MyduLQo z1$J9BA_q;FF3x?x@AZvpCG~#(OM&=y%K^Hq(m28GQu?k!>sZYg8PIylj{o;xk#~sADcnVt8pS4?LeD z(6d>yWJzM*3*v5P^r)CPKzj#l^T6E%4E7J_;VCMR=s$R!eLGbv{nvzyvbLL9$}N^F z;&S4BDw8om^s6B(>-Tu(%Fvn50%fvwBHcgz%T}G86*Xr0ThT*mp=`FYu0E51qp0H0 zoF*+}FU5U%y7hLcKgW^0^zaqiAI*@R*XkEHB+?BCdzWxnYl}GJH86I#wD;ZT8)2h} z>43GtiaV~^b4$i&K3%pOy--Gt^W1hu53HSf9~)ofmz^XSL$Zlw%eRs(pN~iyB96}f ze>7cnR8-sB29c7KkS?V`aDWTa2nIumARtN)10vlH&80+A7&?^_>F#b&Kt^(aA*H+f z+jD>G`^V)P)`Bzp?DOvPKJODs#TPa#rrr>WKRG}qZM;BstI1Vj>sbp3Bi(+D>sYV< zD5G!V&1|8RX-XDrgG~ULGEj0-X1*{>V(vE+NTd{5f23_Y`BM3M+CJ<|f7X%0jG#*hZ@EoG zyBN_CnTR|u69pz-1-79K#0a1ZyEw9Ce2(=uH#YQ z&c?Evf=t-(&aPz6LXxiZ%W7GTj_YY5wv5Go9?Gcu6>@&FgHIU+rF|1E`$Yw00j)ax z&iqmFVSI|1cd2daLs&|s6FQ@=A4ER~^PbsMQ_v}Px{2gV3o+FKwkRV$3@=Xm(`?bi z2+||JmXUJKjx+0iftP-S{Tmxe&vf!TTfwP3il6W;btcy8`+0I$_37cWHUQoL3SVOv zmCm>!)A<9N5S|=zFI2cM>u{@fItToVQ5y@4o%qHLMvt?%;1^>`i!ef1XJ+EL}DB{jYcr5h>ZdVoc!NB5I( znQ%2y>|pKRGw9e0T~`0vE!;iPQ^dZ$c;ndh{7U*tdL5q2WbJfFT5@G0`cV`R_z+K3 z6?*F48e>~du52l;r~5WujY=0`caQs$aZra0MNYCn#u9Av^a&TA|Hh?r3%JH_ zehR=%Z_+?oHFh=xAOhK})+^?}rC_=T7^>JH?~cA@oGb+*|Np6uOq`sY+RAbC7~-_R zWEk65CQ0r#UZ>II9BvK9=tH6bqzi5^8V89d$I8en^uV7#G=NqJ@9!Z`Ex0Q4883Plg5@7t4yLaCrcFpMYf^vt5`2A@ ziCRZkl%OF3?g0W$u^p4D#rdQ`jte>!knF%O0qhRHSwAr{g71JRxLp?_*N!hO4lV&K zd5u2Wp75*H@HLo7{^vKojW!-|_|-s08{j!5xrGC}dY?Nu zSjVaDnFjS9et{<55mgkB+=6-AdjhTVQH;v4@g01DJG7~|p(}`q7GL>UV1{W5Mpg<99Z1F%DGNWa!PJ93;tX-YI33GSBIcH@Btw#7w;Ao>f!6+5#; z0p-^BNYD2_j-}#izLc~vLgH->O*3%+!ite08pDGLK*pQ?ae)}8%z55hP&FM;b9a1B z8n7YAxSbljd@YTD_j~9-G04hDzGM6-M9s+ z=^gh26+k-=D8#nY9veluD9dpeV_|__%lRlay!dC8{s|=?mtE~Vffo?{{<9Tvv|68# z!6xfL<38;eQZ}w=enGIl2fod2^GVZCA!6u5g@O$sb}gq7D{0uwxnuau3+y`)HV+vH z2UGYGY%wvKc7RLcG?5-8wwMeGtck}S44fK0zS%puAI zlMZ^--#vEn3J7ztBnlwgWc23I7a{AQ1P1t)k~EYX-$`;$Zmuym9kWfI>L&QBhXz*V zvxIeH0M!7DhB*M)uwu#ktg;*KzJT-qWKFKJ->I!@&>t`NdiFpxHrmBO=H(E3El`>R zazZQ9>@Gp$CR}&}Dqx)rh{o8lZJ6=px4K#Kj{tsuyoiuG#d>t_VIAUuj#0LnZ$Otc z07(U^&<*ehi?H{-K!cqPs+=VRkZj0>YUgf=PFeY`{Cm_045zTtR4<`Ule7@v%}fMr z#eM&^sIZ!4>#GkD@dVCipRg2munjGq3vS58X8@FCeCo8>#~p-COgnUt0oSaOFY3By zkG1D7ns)T-ih2GJ0+(@s=g>>{J2e~zEmxG>HG9NVk;+ReeB!wf%Cid`?&Y6H>a+Ne zbAsa1cwANTjB*v87=Ro)a8U!A`E6GD`HSrwrQ=p|xK!l+ZE$~oaFKeR{3I}2sd@cg zOga95mDV6kIR?QPFUC;TCd6Zqm&EzdSA4+g>3+#yE|eFPLWpGk}FS4 zJTAWmtm=v9l;a@1R(OKax6=ER#15FBTk&ED|d`5xYrxPTwtjFj5R4 zDoLco224}3u6RSwSDL1hS%mE*~T6~)RgVU z#0)Y9RozI#w=#UPB@ca0h`-{cX+iB@_MgAzm*&;upT+-lgBEdIyN!-nx$-@p6&s7m zYP`A8&Dat;o)Cq3wi2M}Q%Z?S_5XcjlIln1MDwIw0Lgn>6Ng&qlfvzfcb~DF!Ow6- z*zuka5Od*v2@0IJMSY8iDDa$$D@sJRX6E@i6uDKi__OVgi%?AGK7n@o*K{^^sgzQf&6t#l%nL>+JQ4$ z1#+eR;MC{A*L~isotiDby?|=G{c6e|c$$Y5iL-_VGwRNQ^O9!!wmd1Gai~oqgFK7O zFPM${Q5i=Du3wJkPq@t;rCDlHixm66y2_RE#li~$l&PgM@W*P@8R%1U>>`MHguDM3 z`+R*Zw=wh-!I;gexDQQK=npKugNk3gk1jYope)|56F#D8e;9C4vnKrRSas8JPV1&S5dG@Atte}7B<#YmCImqoM&J++w>uTnZX@iazRqy3iS zO$MO`1&$l9T%Jk{Fe}9D=s2*r#XlD%5lkQ}A(otQn29tSI~aR1Hgx5i9_^9$Fk3yj zb1QJ#3Ek>$hY=^1PAR|g>Rp^Z=sbkpIJmxk{yt;a&BU2B8ab+O-Edo(n^tFirQMv0 zS6KW0K=R*OL}#Mcabm{4aQxG;C;48XjMS-Cm+IA%{IwSi*M?m_cK7cIU=kPN1bu`B zLRuR3yZU1S37&KCQlI3%jT~Y#XMw@bqtBBG!^^f>>E8LRd;GXFw1p~=ejl^@pn2_#JE53*XxfD;`D;* zmxI2?oc{ST>K=YE(`AcJb^WWBT!P2lyr0Nfi*{%1UaA;`SAV!Q<*({zo)We;l6W~A zWo6Mbw2;MNwD+;Z@_*ZTtz2Z1j+*SJdLJ)C-Z{VJNQ^Yz`o!W zzp>fl2!lhb^R-H4;bZ>ONY|~!l&cT1^==3FTe*%`MW{YZ|GT_tqY}NfT&E07 z9ftS>zMza*Qa6K3VEV+nBkx1o2b{At!Xc|io9F<2BV~=&^LU#fl}XQ6+_BK(YB(Ki zKS{Vh$Mrf_cMy4@`Qw!HPU~2W$_rlCw*3fVdCN2xspBBnG~1_*+odfB!5Zutu3?k@ zD=(=$W4X3|-;=4?5O9s&<9-^mBq8Z8bxbhBSys`j7ML990|I1>4?Kx-Y|OgFIS47r zJmRnJou`%WimGqLx~*n$tg32>PYLI$rYD@(;+|cX?en&zUggOROi_mRE#E&{Ubjm= zpgds~db@J+2Nz)=c#vQ>E@y1K?&tO?E-BZ|q~BTf0(XzT=Pd9**t_^3D^q;4b`$3r;$QKES6%*qv-a%CrUZqQufTwS6vzv*IDH zRzJ78%^zq?N!8L6)Xtg7`_qpj=daD?CZFQ8@%z`O^!P3mInMrou-Wnz+3_MJBI7e; zL1EZsv|-{v zPNg;?&yo+JJ`&u%BAVZ2)&q%SHccktVZ1u2L5DN+f~E|yeSdj^A*RP|=bAh=bb`Vz zsbg;JqRiwZFD<@^Txj+ecd(KYOp*;u3waN9(R*qiRWASfdV}ek9Vtqq$XKJcoDb@JzssDjn8&nmYEtn>iQpm%9eqzY7AfcJ6y*s1Y*^QX{dy~d zzv{9nXfcZONZ{*jk)@A;PeOXHB*ew}e`SyPOPLZrVvH!qC0za*8^SmP;LBJL-Sp7v zXZMl>?QaQhdKfk9eL_!oGmX?rWp;kr!yUJ+jd7)2iAnuiTe4d5Ze}KcqCig`0s;=h zr!=p*r9(wpEN(m!533+&K2~TkoCN1 zz4oiMjMVHlZ30W?wkks-%&Db9{09Hxo(eo_q`og?L0~cmBa?j%H@Juot@DMRH!f_J#EIK~>H|6Xa z`qOh8Zspxe3G0?Y{uyKe(0rRr(nPqwbKV@c{U5j>`)E+}^DEpgbGh3A35RTUB>0fb z$9P(VIh(D4Y3xI^u~q0_#?|*-zgHR7j}Vl5A6t531UX@7G;1RHYL|+?%(>nl5I=nl@o=qn) z*6Z(^l&Y|e;moBD9Xmtm`c1d=_s2?oL8o-~RCD+*%x!Ip3^>o?KH#s)npfqp|&Tl13* zufGW%p>1-U>RSrmQDu6BhTdDR>7|o|am4k&Zgi@Oewg@@G(?FP4$Fre-}#^>eCTOK zxXs2N*82u`Nzcw~`FDsR=JQdNbcD7O&K!Zw+SBq58!G*7Fs}C6tAx+2qBR zv>bimbc>IXQ)F8~^sgu8o{6sF78JZ;(Qgr}>Weu{5n)>{laY{z5i`Qov>UQNB=4`! zS(h9>vCeWHc0G6~#TDX*9S%L4X(j zJWK5_CDg2h(NUbW_o6{lHYs!8J!ij9@jRWPnwGV|b+0)sx@D6lybJ;dypEuP<+3F< zoc~2d1xG}Xsd1lCJ*%N``*KY?)e|zE0RR2MTawHa(}qE$b6WYtd~A5kMTjFr`V*9& z3mX)f=-)r^$R$>ufT-zi_Kurp~g*F87>WOleE+`4Dl5YH!SX%C3&Dn=E9)E~@!nN9@N0X7RMxjg&&AInQ_~j358HP;7xb8mDpCFfFk^ZQP z+Qm^*Y~l=!xH$Y3ZDirU;_mvmNRCgyc7(I=#@uY@rIw26V`htL3XUt|u^g4AaK2_j zg^dNy$f&)ES)MNaC9x`MD+N1L8tE2DOHDqj9@}$&jC0)Yul1u;CKm6Czge+qpq4Dq znQU7CO@0$aHn)0UlPA*>4v|g+8Yd98P>fLf7oC4gz3`{*2C$hV(5m zj9jHIma`43>I4F4QMBF9zj>K|o@^|nUA?tV1!Rocm2}TL5nSpA35K1uha;-sjkr(t zWI6z7ZY^-1@p-}=-ZS(HzAvgE537z5kHpVD7?Nk3v2$D_@+G+|Wz5h`k2O~VbM1#e z*EP2(Rrs(<2mnr5RFmcvlj;D-083!T`Uw>l7J?k?J|Wd5kSbgX% zg%A9H?($%0$i-Cc%tQ!Eh2{AJv4nzn7*s!rJ`hy;PS9V2bZmaEJ@ZHObHFr43~L09 zbGFHxAQc1vED5Zz9IMHO#u%TOnyn~VM_lZ*umM(1-(fGVYEmO87ZkFGl>c#5?7BNM z9%ol|gU&w$sPHZJNe2H5PP4HzYHo`$i5<3Xtt-SNU#QXfGU;zaD35TngM2G zTvuNHFIE9PqAL8001np_1}y6KA)n)lp9Gf&ZTqX%3hAm{m#D-`m3hEk2nVKomU?Cr z``!B-tPOfO&^cSo*<#abfcgtE@2`(nLSzUPXD( zr0)juAlkRwQ7I7QCMN3CP%`zLHBLbovoYxKhGy&-!oO5Gs*0iph=Rdy*}UA zOKCYvNfK6;4UTl(co)}a{x3GdTms`IIyOFz`^GR1{|r3+3BW}Cyp6#!)t||(78mOx=+{V^(@vbGbq6b>#wNIVfn+s8P48P=P%5k` z0yYn?VyC-v@u^{DwdfL7QV*0TtJlnd<=7wr5MrRumG<-2;{Mr6Mil012GiBvuE_0K z*vMH%jM?885o)>ISG@Rg)8OC$*5~sL(2N8_&NyGi$zdV;(?5A~aaD*Zhdd=iVerHP zu|F3p@N%Fd=;ZJ&zj^cS-G2#oShm9dmsRFt>F{5ry*<0258YgK4$~Q3%2&2OxVY-u#5}32W5FnSHcW%yf%C~ z6Bw)`{qiQSXt3ap;P^v%b?wXD5P3nHg3q4C{JrE)7ku1bsmzxT2z8WPO_jhsvYTNn z#)i+c?gBnmal3eq&0N-%H^_nPk@*X$UH?%4Qrd3kY>v`!$EXiTF-Bm;16VD6$M38c zxHN>G9Fm?*tN?ZUw~*R252uq*9TY`$jqrx@X^)ea?Y+`~Okh+n2bKbYy;>VBKc`?| z?fiJB@!(F`x1V}A4L}aziS?3v-*i?M`_-8qwrhNIWPG~%LjE&0W^z&-wi)iFoZ(j` zOUU=y-irb7Y|!MJ{C8}J&&G;CF@wh32HAo@<{#@gs-xFNFRcoOYp26+7r(q< zZ3Cs0|;0~4#(qvZSf@D4{7N#>G7GHd<$TLy=ZNeSKQtZmlG!! zVeQF?dGzw9S(sGkEyHloN`4LSu(JdIh$IPlllzQJA(e-Qc-Si49@>n&zHM>d+qor>$MyS z^M(!Xg|v6^XCprcgpQY>In?I=xd1M2voka^;8FJY`}F;APn06tveZU35!W?XRPX-H z>D!f0TI@59xoY%+j`*xqD=Htv zO-}b)6%%G}Er{={-Ojfsub+xGKKDmk#f|#ob&FLcEH7K4wp6VzQY|uh^^!EQul*WD z`C?1#VmczV;vd9DY1XMs;^M$vwq{g#x5k_OYq+W7e-*Ef2dnc_|`Cgd}?W6jumqL|sGS#1bM|=(| zH1g8i?QMAS2yw_oKK?^IwC3C{CB|~;-}prJ#fm%ZGYc-`oOioqVC};E=ul#Qt zBlv^pUIM-iQR}Pfd$rpNgSKSTz+fAp_R#liOt%AC$p1hWbo({69vcfD`R z)*j)nVjF4CVRn8zkH$Pi6K>pxiK9K3sP)lpYq+iV=1K0!^-ODck@=H}a#|P4ZJ(gT zLePjaoAKMOL+EM)s`KxH+WDu;h;rI}DA-L``ffUsDIOZePcgWmP+1wM~!{l z#H*S{eG?I!*Qf`Yl`PS0JqLl2CoCv#*Q363h6+UV2siR~;s@#vDrY;Eb9)@-Ecyc($v6FUXPD7p1kFh*4w5t2`QfO`{2WWMa?VR6V#*qH#W469>;+tu~BeIw3_5( zdG9US)eqj&_1&q^g}2U^){;}FKlIi3-2o}b8gi{cEAw;7BhmLL5VP~3{WBB%00)b+n7n>K&GG#30qAKMa0 z)Qbt^ACe#|_VH3iAo<z@$FV#@336yJaT-8c_>EWj}nzaZwq*H(Q zGD|+bEn8&@l+ucJDgHQlE56`A#7Sck1?|;iYe;$d*`TBO8wCT6x)Q;T#LHzHx$F|< ztGG4Cy!mR9>K4jB4-RD4D15az6FVs}G=5haOGsvchlm z-l@RVn#Cf;^Y3hFG}Z471v%~WiKt!Y@j2@*;g|~yM8qwhb4K$7>+G_y1ytuYy$>i) zz~`?5>Ub(odH)NSe-aYIAv3@iV%hqDgZIU1V(#*7C;fq`NQ!DhV%v>?eN?1P%U9ft zu)>xC zZ{TnANQ@lJLNn7d?C_l-IJ@|ic47EEV(P!wCh|618jgQ|dOPGp%YHkJY=U|7G4*^0 z{RJydQP_|I#V?v_s9Hw%gt@s0X!%T}?cSQ*g36)>M+oH1j>7Je{4E2ocWSJHIW2m8 zmNKj`nL*yIhI-847iC$x|84$zqHuWiei#YOU{m_PNtIHt8 zz@E|>O<{EF zF~+vUOT$}2uFHia%h|%JHw5iawd8wjuSk|4|6WT`WLsT#is`M`oB*7R{QM1_mGyXa z-hGuxrc%!)qgA4`be3cjZyxqH36`3I9GoO6tl>?&;(R zp+n{OZ6F+6zsnSR74T`K1I0f{zVBrqT1H;Pv7iVb-sMIk{@!g)0wyn1&0o-D6>rsa z+@pf+7pRtb?4O-)h9eA^#7Cyc-x#LpmIa~jNwY`~3=UR8z4}U}d5PM*Kgz_$m%}0^ z8<{)ezCyoCOug-&5wmOO-iYVi8@PBEIz$1_U|$Rglv*kqiHD$hpgvr|;>uLgrZJpu z-6f>)zdnjaq>7w{_vzEEYftG-$#C*$9x7Ga=lqxnsfZhn%E8c6`wA5P2`fk$hUDEJ zk$@3PxipM8l06oZYZxYO}sT6o$3%1JX?WPWkSMS z=ZPP#k0UayT$*ANbBtW0QtoB!#8*Kk@1gPxZj(}2H-}u)(OXM zsZ4z+mGo)?aS`OqV?_jQPg|MrrwOu*X9cqv`E~U}k?GN7bf_IIZ|t8O>{wDWm)tj$AVL;9m$t`q1wT(b1gHcAFa{0 zzy5f~ZC@aRi~c`|`>^7^Ti@49?2DX&cW3cs}5+wjRo4ejfD0#UZnBIW7RW1L9m zDe>>fCQ_F2XGAcYl`c+=v3zi{IKYwx3&`mUX1rcQzRC{$lGq&a)yITg$N?U8B}WkOWS(GH+y-aKDIJT#L^3}~p1R;g@{^CH zECF&9eZ+H|&!Srg&w+Jk$#}=Yg4x(!xnbv2(HLXLJS6~6gO>1##$#8EK;s5P_+N65 zS^Y#ZV4kZ-9#}-Bvid~Fwc$9T6p{f&iN(gQ2**}{!jwY>fXc~%!EE24rPuu$eq=#NBC6^I+rcQ9Uqh<~L{|ahzI6*FNc0VVPa? z4n*ujS!Qy-F!jJxx@COhD`qDP6^e=Ko;C&bP>d1#uSnkxHCZ1NG4VGFIP+Ik{X-x7 z^71@-%f-|bH=vC@Z2X|xfE4HZPw=Ph#y@8x{}{N02mUe zH!2fyA(Av3eY?mdj373;TGxYN!D^c5!6IZkw#x=Wv4&Ez_uTX5gm_EK*I2)4Ae~_a z$d&mK&OVM13-X2u_K2B$Z!Uo1-je0jax-e7pah7_(%f0Gb_*87L|>L6yaWETV4i~g zU|~>t=jX8~cZ>fUyG0%x!G{n3^F>cT%;tfwEGY0olQZTa-E-6#r?=&9&W7-MuP{~q zVPlLLXFn}>Bka8%pkHod0x`-XVqJ#rGx+Qj-*lu-#MJkyO1#NRe2xk#QgXjruQx-% z&p{iPpngwTKH_UtH`evNaWBHY6Eyd2JpJa4m-_>I=i@C{R}Q7*zj}C63z5>>t!R+y z0R}`bxhz@2A%G_H2$&N@pK*P;8N$Q5tFv9UvCVxJDDIuQ8$DDX^v2Mz3!4Hs$Ame3 z{uf<#)#vcI^M&00U92_Xkd!OKJFiE&hOVPJ|Aor&#$hrAZP#Ejtc%$AJgkKw*ycZ3 zzm{A0+pg%8c+dh;htg=`+Yq2Np85j@S3GE|hvr>pDf< z8~TYUxHy_>(N$wuG$#^^FM;P}(v298BY@A+$LzW7ExlQ66a#iE#mC1l*~Nj`E6bkx zA`0uZ?{KkIV_7j|gJTm7k$n6ip%#Q&ER>dFSI>tI z$tY(Y(;opkA#B+F5Mt1|+!h)`L-0!dTU9p*4Gh|B5P%WENU>oJ^DpGj@A@q`R>Dx4 z#($Cuq}gm5fEQti)>*70eIYu!0;EHN@k~O&=P^bQTp9^?v5NyO}(uy z`a!ml`9Jg%V5GkMk{jQU5&2pfaN;AkXinlmxeFT^V9n6|&$xkhBK)Ar8C(M(XgZ*6 zYrdkZB$h-XI~Ot`1Yki<=P7(YVeLFqrk?kf#FguPG6qbpxo5&2cR_su*!jFlK@`B} zMn`q9k~hT~bk}<^ek4Oog%I$i9~c<;k4+bo(0ChLQ;y36dDKxq<@1LS0q0UamyeqP zS;*AZ_F;!l;O2qib`&U3QvyGzSEz^jsatZ?YYbF-?>KKoi0}4X`?GRIHmht zk$hR09nUEHMJHjr+ebpNpWgHcoy3YSTH1`|2&rB6Up@#N>q@Y}-Rk9o1!^r!o#Oe8aIj|MWCg43uUwj>0k8Bo1$AvMgiRAVjQ={@^G&Ib+i@SGK0>+Nz zaEzPRI>JO#MfR);epowYv(;)If`^;Gi1055)8j6NsGcN4FR&=;i{M|Gd$J>Eh+uM4C=S(I8rc8%z0s#j9P{tIHj^8M)m|jieIto6wp#yD;L!9EX zz9$NwChXtgrV0J^gH*ru(aX5pwsX(duF?Olm0obb-xCs zi0M18j@p|7qgi)XAzR^^i$}SqtI9ANErt{pB>0kt_~UZw3JiRCVfIX4Wzr(O1wX7Z zqeGD)c&B0yeK#bcP*Xy#Not!N9O0oY@^j`PN4Y-8e!?2Na=|Y>qepjH1qR4Du9AHi z(3q~7gliVXYMrw@*Mr#53K2RyoWX@t<_CW{ix>NBZ8KlXX>Z3rfG1i`w=(}2a-&A& z*r+)@Ws}Y&<#q{N5!zs0pNrK#*Cm}4Qch{!iM332%C;d*Zgw90_a%>lUB{c!_;Ox2 z`cZ6KbgJ6ziTK2)m68wMycn#nbsVK<3Mk<0L*vG3xcw9n4>a*!8lf1gAzgbZ7$UXb zwuOvv4C;e@S4)o_u&yP0zru>6I0>xrF^O{iUb?blv(?m-M*eFHxoEmT8@C@y84+uL z@}wE8f6SpV?na8}u4Cf)cqMuMj>KJ^3WTW;0gl+`p~q!7(4`%e*t*r%2g)ItUOG#u zgfZsM?Wvr{ePoa`%inpVMEf^y7C-gfnmAB?7h=P{MN<%f95~`QNsXD1M7NIbRm^T5 z=jJ>6Ak=6Xa*7!$;R`hF?nXJl^H(b)^^=Jo#pKLUR8eMRs`{&=OL(=Abd;x8T#|Xt zrn%oA{3B|`?HxN|6c3v5WWLT!^EoJETLQ7M*8&5vqJ!!by>EWnV`0eHH1q(OBBM6wQ5GEI2z)m!SoRsfdV zY1BQ;4?lAeZVBnnj+p#AaE#ITYlf5QdYT)~k2~gWz*Nf27d3Wp(tkh?3P)&466%Pl#W&6c=)s zt;D+B62Hj0Xd)$;qb!!2IcUHTdz&Q>THaglmlS}^#I?cTOn3U$1bPxLxm)PFmtLmg z+6Xd5^-Pj|lryJ#xXesSkRvgDZq5bwq5RC%Y^zXa&#`@y`&-JFm?z`b61k${u6xd< zcU{=@i)x6+@Shq|g-yZaPWl@^yibJa`d$U%*DqzV zQ&nhVqeQ%Kp%M}}&(3|P0+$(4msz+Q{dJ?I*TudA6Wal~j0PYYrFoT*gRcrG5o~wbM%_jGs(vGMael%jQ;TqPM@w;rS3{i`T z+r6XX!kbvd@C?Wgv+U8QY9|G*fE(<;(TU-CQqf<{Ux6KxTaPX z{OD!xKgn7{m#MUR5}U2lCPOzV-E`5*;>Ir^VZK2zLGK|w(_R4=%vgevutr#dlPJZ74@d~B4$QLb}rSJOwXbk{;B1wRssx{EyZXQ~4d z2lMv)t)iRn*ZgAIBdUAmK*LQ-BQhb=s-Zwogb>@d`kU}ZlfUDrs(vN^U#-!YHExrp zHx_A55q*{s1CbdyGO&GyrwoKsCif(37?bE7b1T%0xL*M-N!iaEbCK-V&CFi~xevfA zj4CbcJm;5xQRo@e%raFn^8*uX)2~DQQT|Zw*JAj^SC)xtMNa7TzB&S5h`{#Oxl6-L zJMG$!9u(oo9}R~fizS3c(j{J(z(YBM3<4YPvv*0U?}C^wm6`f?4sKtC+17miwE+l} zlg}B{A)v5J)x3V4hf1=tdd@VQSbXqPJ1bRU`Z@Oz-Gh7VE1~5cr;oUIXg(blQQGMP zz*}ykolCoHu$Ir9{`q4t|FSVYZ)>UY&(ZC z)_E6bLx~D2j4ISl?q>7Doq$Ku>&~6uQ540iSCKcBJ|chQqM7c%U?N; z-l>3lFgXP!5O(`k@#l%PrxHz?F<+4Lpd=xd4gmT*w{0=?3WfxF(2J%wk(~iH3ERysP4u+(ElPm$3QJ<96GQ6qf zE3|S9pb&li??vC=s)qetzBDRHm?ZkNp==$2efbXQu+a}JFlKWd&{i>Zbad3to4tpu z!0cG6ivH-W8>NR?Mu&8mR-5DVa*J>PCLCx40KM(^))d{zBVw{HE*L3zsfDmcVXYlF zq3NyNE@t6v>+Ad;O{}1u3lOW4AQvs}iBw0?{12o^BI7kK^l{bf=Z*pm!{e1y=h8+n z2H!t<6nH2?a^=GYK22ivckAakv^|$7m6WR=mTNMiz)r|PuOYa2XY!@B^r|$l*9-2L ze|?O4i$xaTaIS+A5qVgK2Y_P=i;8Ib!{VNSD*&vfJ9rU@4?E%BOiWAwK$-kCcp(19 zlo=S$SXmKUW_XL&&m3!Gf`ag|+)C=n!w^In+oKnFI61G~oFm4>>#mzH7qX3W_`-=y zAx=yWnI6QhBNU|`vup!1!25DQP*n5n<&-)B3Y-3bHFiyF0BjT`6zaD>n8P;-2 zf}IvivoTRbExS!7g0IoK#GAm?(1!)jn^@pZNT$F1uH4Ri*`pM!=$V}gC;@Pdrh_W>~D(b#cnx* zi8p7rGEbJw_p-|b*)5kBsd;fnzA{UgpKA|Cg4ox~>PAmp9*|qNPJ5@&n4#sj4 zg9O76Ku)=LSmG)zVaW*l@7LIW>|iRj$26<6K$Qo#=0LtiGI9PDW z=;nNUQ4dJD0Cm0=&O}@WXfFT7++p(za1a-vaXr^|g<)Y!n%ml7MBC zoc@()N$R_Y_SHpdeH<+?3Ib7f1OUQAL6cHl*G?{K0a|beY6*7ze(n`xX?5-SdI46V zVjjv!*&-QxHI9Yhu8zj__Jv!|pC{+)`*xO3*ulW!Vjb>5#=!|-8r_L~SOx>s*#7=I zx_WvNT^GZSso7KD%4biSPq5%%Qbw8KPrSo0fJtEk2C(mKE8!CM zoE#```y8I7{=^rUi~>#oN%@v-WrluI3a%gIjFdZV6%vIY1!)%x-DI!n#`EEi(&-pN zhb9MQ4%9BsOK$2L5EkKmCHIGe-&$V+#ZPC$?2!<#U(KYPV0ipdum)E*FADJ!2Kcm_ zeX@Zrz-PqqKWc=)e9GNuk#l7f4d#5TW*3OHgwZ`%UbL|!RQHF+i*!!nbbxOy0>cqp z6W2mlpJ)A+2l`;U*8=nZXwKtcX=3RtZV=8?d%6&|*G|_=2@s*;>EhrHY&P6i8#iVm zv>HGw9Q(Ku=CJe`5WHqsCsVYQMTHnOVPqQnI=(T#5GLGxka6Q>05qO}N}S^GzGB)6 zilS)&$rZcUR6czwCHc_4B!DK(3pODq$#)KT&4!)p@>HHI#~pJCw`gZI90_=loB5DQ2tf7(XjusHz%Wp3oO z2ZO3S-LDbxWBHxfHXr2ofl{u_%H?S<&W1(Npqhu8e2@ z&jsiN6_^>jiNU@0b4-8KEjP14{PN>1EXm3ojUM6iegNIi6R-OHVyORbp(T^)gIE2L z=@WfbrkVP@Bs2%%!oSmK^C_e}Vth6px&1>Q23;YJPD+ z_g`p=B=YK9cg9M+F9Lgac*`vduRQk=x37ixM&Ip6xlDX{kWtI@aL6Rc`uraEd59J7 z_%Zj*C3z(}X%{g%a%_wIhXkBJs;a7hP^%o{HQak!;A!#{{2!|iJd_?ymwS)g$IB(>Q@+}aylc1;Xe-I0YqTuCMlto*9z? z8|@~dv;N@Z>&~vIn~b!wn^2i|iirSlUVSIHchKf1T_k6Y(D^#6e^1^jRyD#?io+(w67%1$1cPbX6+pUa~koLR;p?rvw}v z-|1NMs+y+I)#^XmaqnV|IzD#dwpG^KlH|XbO2eQNA3GBw596Zc?RkEUHxrB~#2}o$ zQ6e2#BQ_q;6ea`EML5P0uTiUuLHDd>I#0-TLqh!)uj9r_K}Fb5o|0{A5KDH0@1&zE zk!!TdB)h!2r7r$@1T+zXC>28GF$sJW%DAK=Sh4EI6Yt?pdV^$nN0?8S#98%9*U;eV zRo-P-pUM>^A7|egS!Jb9AdPv07;#gfHD0D_XpALe zZ;cl9na3FV^QF9s-*=GLvtTQqsSUtQM}-s+B3REF2Fyh!k)#>{TGhWqYj{xux=Mgd zdl^yVx;`mhnXAP708|>$OfGLzLEea1-s3#LUAp^f~U8Z_Gf{!y#yq!SL5fF z$zNh_i5PKdjvDGO9(U$R7N9YhOa|$(t0Eg;FnGr!f=wln?w&z)Bx~;E>`RQ7;}!B} zZCDlxA2BMe2a6ydj%HFgv%xm!p192lsVocko86i`WSR#~jkz*lv50tIo-{~PeBcgngqObv|;e`zkGE9%>FUxtk%?0zN1o7f0 zEyU)XF65R4_AQQc^2?y8O`t77PulGx4m`;k?H58$DGgEfH;AsdH1txQ>U(Ju->@_4 zqo3r_=q14k-C z*F4w`g9#Pex{Q^C6(L}eQ*rPnjCEPM=s^i8tF4C+g2O&q-RG}#tDF8uL-sBtdrvqP z1c?xjXuHbU^8aWPcjPcoydbQ=`pzQfhel57zB6m4kiiv7eg%IjUhY|ngy{>m@COIk z0hCzCi0oAk#GcT_4JOW0c)4ZHr7N-Co=43v;qPS;zXB^wNaJJr@u%Wa{$61Xqr|D> zJ6d0dsDfLrJgy3|5@fb*QUK4ItzR3G1qnORh-h1a6JdY$d#Qkv;!k z351iclrQ=RI}&Af`&zYg@X&mn>vu26dR;dOvdS0NGm+kF(UlaIaP*sV_KiPl6IHE+ z36S}xw|b*okF*Gm)=;ob=5T!#TFY3o9vlRfoNZpKlix2r6(zWq(Dk4=?G&bKlz3dU zXBKha6_7V-dvJ8e+DtSj{wk(9Ohz8|iTL7PE;}_)bU(C`hHZ)<`Fj)NbNQZUy{h(^ z3K0mokbQ208MYUh)v9Uzdp+5e=mk~J({7ab{v$&>*UCFjsN6@Pj3POH*wKmM6S@a? z{(O)AddEjNK#qUFoN2G^2|Wz&rr)AGVy^~*sm}d9WdzI(jlKTFh3w2kzwAlo_5q*| zM&a5PE`Rvc(3xhvY$n+6(FSr%`cqM1fW2wx&YG3fS0 z83;@StY~NXv-$_ z*1$xct%$zcmw*5fwj{cV*|n9j^U>o|;_@-J-_Ld>p1KsZ^%Jtz52AmUN?^nF_j^DNJDylu~8y+N8LInh*l|wg3 z4Jk?}B`BT35Ypfb-2w(7Fmx&<(lvC$Pzp%HkW#`>f^%zWeq;`q=!JE?>r*8C@k~fjh$PH;rQ_zurDr96e#W=A)&YIy ziZNmdhgO#N&rJ}Y0v#jNZeVu9>kpt)u27|oW-@wU%p-#ZbA&We6mL~_Vrsb;6$^a5 zV$@Q8uW6gz8Th1~pRRFER#*9}uNU=F<>iWeixsQR2SxmQ$@swRD^Hn(X7V}>+*6~$*t25hd0dfS4Gt*Og}?o zwV;zuUuo>1Stm)>5$UZi2jg!f?@TbmeBdjehWzFI$=BERNw8?dWL3*^=h6TC@`{Rg z*Z?jHp$ehEU$J^+b}(CIp(!E*=v{a5m%q~72Y`e?$yyOHT2(!MQt#G!+6JJ25RiWe zreaq6w|1{5CQ&Ol;aCshY-Bq~?*RQ^+nY+=;FbWF5#byd{5OR^fkY9Qec`%*eC<-2 z8awdY5w^VU*Mwj{g7Ixi_?G3K!H9mHUCJv<%Lh<)lrtr*W$9NS1h6{A+l%7M(QKVN zE3d76*Jgf8jW)HNHkGrus0b&YFfeO<%!jN6ODb;jE-A6rld5eZLss->4M;4J0u4Nk zd^42>c9-%afFTSG+X46VAX++@t^C>a?^5-C`v^v3et!N};ENb(|Az^uup~t5Z+=I|lOiWDN zjJxlkBg;A<4hW>ik9Z)DDd?i?|lNVcyf3Lit6G{^Q$mDrnHyC;>&!mXf0?3he4Y(QxBq4(RcKPG`>N+^-y}p?l1^Y*JU;;|_n0pVp)-F63 zf{4LVr=(FMQ=4P=0T=uL;zYx=#UyP($PVZzi3S|>b)5D(wR*4u0gN$m8GqSu6$@w} zP3UarZ4k=)BL=#=aX&=Md4EeMt{(88J|$B$w;Bz=8=RDV6Z(FvlphTi2>iwsKIgWb z^MM_!BS>e0-X{Qb;uPY?%N%maQyHhcIJFQkD|>s6q|UvyFKrTo222TGC$DvCKC$)% zV*UZ5Q<&pZF8Wj;LvP!>@_J$)c~hYA7VaeC{4RJb!-<2ay!wR$I*?#OIj{Z9m=@Qq?w;i<#@Zg-p2hEm-XDl`|4XV57RX+S;Dr$q@KkRFrN;EgF5(x-g8O9Hauhk$vP{TKTZgilIjT<;D_=!l#SHBK?6ESa2cvOcFk1p()C9olpf&hBFCWfJ{lAfvQ<*X zeb55x;A8`jtSO-9`&Zfs)DRzm+2?_3?4v0m$p(|Nw>$;?sQ;_*XY`l}+VNe3PKmW9 z&~v9cS^_T}@&Sy_^K>LL3P^0ABkDcf)PzG2In7o#6;|wm4U(w{V3ZR+*}tC+Smo$wGR zY~p@>&`04P(?hfMt{A)XvdUP6=wA5|Mtz`^O18-`P}x{+6}0B)yS}{lV}l2{4Drbm z7W-EG6ICRGUUiRE$wC=@)~D5DgM7V|-hqE(Q*u&mIS?Ubh`#s~>4ypYb;#E1T!9@EUQ#xchzV2mJ~PB;%R|=UtD|HS%2^ zepLnAT+FweA_lO85bFV4o5(KQOR2B0+RxXn1{+X6!mE|IXUdx8)$-Ru?a~}P!Sy&5 z5sL(A#%C1EUQ@a~M#PeyJRfhvvo3$r3$v&5e*Xbs0Vp)P6rY^k?~$sHn>oLKR}uwk z<>M`@<~THN+S>Y@K8{7slNu6*+#eJe^t&ggEj~(fkzICLoghcBKrM|xOu`mH~> z_hlbls!GyfJfp+_c)k@WBu)S$*c0R38YXfoa)nVSG~J8qE)hGAtEfX{`@VGOwOoh( z4Hp}lX0HMM;wBZw(>s9mExP%c%=5p`A52j<`g%_}VU&$x%gZM|P3N!=RURWSysp{@ zen?7g*0bCKlZ4Jxq@6PhL;osXf#RugoXSOS#iWu35%^IS?nU1qm)x{NMd^qCq;j(S zgA zlj@0ScM++x_EW_3ILhmr<)T)tU)T+P1CoGNC-DF(+c;Xw#QEdcX>M5-KlFh+vxCP> z^p$3ITrnHCxk$AU25Wf>op*^X9I>G&U2f)?T^~}E0J-*Y6Q5+N{Ivb_p&qqqLAGpx zj->qbIuLpUCeHaPQK}yEF6f6sH%EAb=F7<>EK>mYFZ+P1)P^Rm$rvI2 zo}fSqIvzGq4R>dhph9uM%s>)3=uubCCpqO*HIRul8*e*9J)24~<;HVBv9A0*VgBQo zsH$b8!q_*Z;N&jE9>AJf6`q#voC03-vCG-~vxt@Z7fBVpkA>L_i|F5Pwalu>#bv5L z3dnK-`o{BA{t-vTkqxtr&ZH?0%=F`N$7yffP*+3jk7r97cX2mDbrS<0K4*FvejF>qb>Fo(g$BMy^+%5Ti+zkx4XiIB zG>GOMGi7#U&OJ`VjXj}c*??Vz^m~?+#_aFZAHX?@nbb-OwH{tiBb?95`Nr?}LULg2 z$WuB@8_}yoQb1g@Rk!v)nqw;+kn=WG%D-#td+O=qG`*4W9a6pZy-Su-kr%pzmYXuS zdGpoA>$Nmi>5J%x8W|xz8gt#Fy1e%t6h|Lu{hbh=oLeq;{7q1{cG$a&x!YcBNg|Fy zo>YAFxzyq>qfGvY2l@OZ)uoYrz*Sf{a!Fj_J5jSdC8p&@Iod8_%PPsCcOZ~axZg%N zG4JqpuHEa*^6vy=w5e5pR$1tbC+kGXpha4{4){}cs`T;k%qcKY_L;f{M^q8%uZ+Qq zIZ?1?%jEKd;VkjhGbvw2O=^>YVC=`?FjnUHW;IV^`ij%P_pbx?GT}*p#8ZMiL)mK@IRrTX9Ifka!^SiV8VM}%E zydaFQ1J9IeVzfkWiGGjB_Ya3eVaa7D9%rAnAAO8Br;X@~Shnr?}MLKFkcEp+f zsA~yE>^3?Tz5AU5|Me4C3wX>)*bzhWC4Y$aggL6ssrG5KlilSo68!pTOv+tu<9WfM z%@N}M-)hv~2T(-2aA5)mMiKL3E6JwK!-;%3zM{8+q5xl9w#N|@DRdGSX7y-gd@9sC zS&eXb&2_cqMGUD=uCOah2Q{Moad)U|&)f zC||M{OWdf2rkTC&n1x6$uL-M|u>AZDeSc7gKyIMs=l8LcFM7e5_ z_F_;6qIKoQ-UklX7D`F|W!aJ|(d%0*aeu`6uD4YzkHxTC$b8i!zm~!uu9Dg-cW0RA z$kk>ZQx(dSYE(jTlr-coJ7Zax7T(>Xz>V?#os^DNg+eB|RFr49HSVq*JkQef9<78GfpBr*dJ4@l2NYJx#uoBO^9+XM59 z;c8%0qKvI{@)~7^Ut6wE%Wu2nO{>BW?CR>`yUtyC$GueyH&}|NzW|J4L#lAZpB54a zFE2Wr7~I6<$Dw*G!O|ZIAAY}-X?p*aa@@yYEgBxyMx>430}|+)m+JTDH|nTqErkPI zL-=ly*8)F1KmXleYuovBl~^{Mc^(XFI3-~{Tq^yydaI#5n3Eu>7(aR`?LJvQYe8Cb zuufs+SIk?($4?$8!k~6H6GlK-iA_w6i4zXvC&H1T(cNG~(fW4oPs%>7EvJrg)Qu>2 z&SV5ZEM~xi+!(-VeFn6LkYrh8Un%WF6HWB6e@hEj@9TQr){I2_X0QVQ`WS#QkjL~Z z<&2TtOPir#jz~q@Y+%-IGYO z_U~s3z+%B#L>3d9|LZpb=e*zS(haxS^v-=rVmqwH`Zid_0n!l1LxJ@;bj_zGbo}1@ zS$qBlKxO_${Dw#W}Z4_fsYSouKt~WU?F@3Y_u<#{pM6SBoI>(;&Q^;K8VZ zZSkLrodD*{^JNYkC(P@ln)&*UC5{|?bv~7OL5HiqfS}?MWf@-q2JD~H`vR=Kx`TN@ zLJlG#(YRhbW7jTf$cIX2^_uLTwgf;geB8nO3v_bd0Yp47$BWE%I+T}{1x~bF9(WG8 zXXqqR*(wUaEsPsMJmfB}`VI{0xy{#?FVOLNrtfhUdO!+>dX9^NMIYoYxJLUh0Luh$ zKqGr6bOV6g9v{>!P5_-QZb(N~sOFESGOr5qYz8pnXu>kQszm(}UBJ4aoG|@qAw+uND4WFgS><6`KJnH*?1wu056DHv{GFSu1o>hQw zG8NOGZmY=1V~`VCyPlVdW7NTLnv1tr9;No!s;&XC)t)+kZjC$NQxO6AmNveg4|Kr@ z2J8Vp*O#N2VEMT(_BH?5#a9Iqcc?C8dpa&7dFlUIf*MVr`S1ja`%JjiUq4GV z!GdQxXL&EiZ%&?ze#H^CIBq@TpvYzsc-Iv{{uM40@3l&1r3+A7_^$AnwaHyB$yw{c z`iMYyHw_N3Fg+bk1evBK@-6ekp9Zr~1=)5}lasBWNAGF@=U><)TW($jYGn{0LOEgV zPUgQP?vD=+e8{lo?jS%EE6PQyMe6@H<#FuNcI>oV`2*Xyi_W=2{ly6pm3ktpMJD|6 zWNitwcsz++rlf?GWyVp$Hsw+ilFQc`_Xj#&>Y0S%%;E9Vbwa2sCi3v(;l$>*&i?zU z$rN4YEz-24yWeeODREr-C$_PK^q(Ab&|FguqH~#6@(}W;-BKVB;8PwKda1l}tssbA zBH8%(+HfxsR{t)QF*wx~N?TB|s>qez_bA2*NKvRO8N zonh{#cy>GY8{hgDO()=+xpS4b1;82CT(xfy=sUNwQn7_BvacnH^|igPj8-5gb;&&< zL_MeVg5<7p>=)+__$W|H6IrgA`C&b*Vn~;v>IJa$T`)P+z`XH_oH#Q#v6$h0-O6lY zi0C8W6Ss?g{}kx#tZg-((2jo1_S*b9EkCY9MCvd6RS4n=t*P_=h4^(T2jKRpfa0z1 z5NIFjd{9rhCeH2-(JEWH$Wud15Cs3rO?bb2??SJ88mXXa?E41?loe;54im8c!lwY1 z7!-5Cw5YjQx>Z=_q_0TkT!}}Ha`+Vj_vA{^$F#AytyER5q9`>Ihz}D`;9A5=Q`n|+ zj8-xGsb8*k&_Zh$)mw+n^mp>I7;~cWPMYxCj3`yoYeQ<1G&b6$dfa?r;)IrkRYEoK zd~{>=$DbfmtCrnk|EX^g@GX&kIy3zmZJzc9X30x#p_Xwzk{`*X(SA%qCYZzLA@u|G z+p*QrSk%FQMUGmM`tS4VDB*XI6JcSmM$!dYWQDkau)?B05U?#g>i+RT6OCG^OO`Kl zg1H22Al*=0SlvefK+^d>P5Tec6a-NbjQ^n6vEpXcL^5YQg`iaWui^4fKoiLv$#vwY zqp=Zl{bBzNFbx~Xor=~Zw&jQ(lzjSMEx_0T*6R_w+j(K^!k&a=0jo`HDtauv$^#>n zD~r6*ePj>=H*c^n9DYVPC*k}-+W+Wh#UT+S;#{^>6X9ljm4GtCM|AqQzL^#Guna|*D z7Cm=BPai0>ZscLM#F{&UwPY{LBj0W+r#_p%Hr?>I_=T%^FL{bkk)18R>FpQyNbPwkBu` zKcwm-rtP`1A%<=T3>?RP`3m#DLAbUS`?ul2M=k*@nr|YLon)}0L#D&*!d_&oeku4; zeUs>Wj>Qi_zT4s33}Kmp;PDg4J23!?8~Au!B$n~v60|hPi6W#BqCvaFxO9#8`?bopbdThse_c-rm^A z>|#1JP`nLmRHb5iW_Ql#XW2s-<>GQA8aM-NLK1pq`=7@CDrzyx6FP}RY7eTFOz+C| z5mFuKB@C(hO5JR;ith#zi*G956LT1kC6g!VgZpEZrxiBnIs0a)(945Jb_SI$hkT^T zY1dWm<*Ul&r_=(4I^k+%ibI-~XK#0>#MqcWr=6Sm>nd#XVCjPawqQo|xG(Czk`~Bi zJw5_T$-rK>=XoT3haGQt;IkW>aI=e-dg(-e2@~@9ON!Q2zu7iGIax`gc9bA{7m5eS z^5kZ2ur7Et56KDv(a(&q2Hv03-iyFr=3EG4#+GFht;}%+j%5c$i$=aIk)6y@3cRt{O4+kr3d?`wNqYDr>L z4~i_J?6k|B0+aM!kr93!7eoao$wrpH|1zVDJs)l%QW)ZUZ7)N_-L|b0IQ_m+0#cWc!%QTPPXED2%00`it{|otr$o2L6Dci zMvzkteA)9Y5u*ME^n#X>1zJh*4XnxcQF$xjjK7KSS=6P69i+ zK$)ab;Rmw+p*s^jc)uQp2P~}O3Bo6_ZGq{0^f9DT=c7_Btdu?UhOx{2!Bz%)N5$6A zz9RfBd7~ksa{2FgkJ9Bi2A`!iU;xL{@U~-(6220x&@@`!g#76!upcpM(-WrpDoz76 ztHBX~@G8pKK1o3(e$+;+X1=HM>x>lVuV~tpm>5*7JsS_Lprg$2{fgZ$@vUfv4;m0* zVv3@9J(xbhOCQi+mre&8STHgd)9 zDT*{^vR9LJU&)xC-LVRX=g6i!<;{CCZN=n5EaBL{dTPq(8HIusgZTD?Bs5PVX zroWIH1k|MWJE|}C6}<4L^rUle)^2v1m{ZotOSR(~c}8l`{mp-MywFkKH05q$kDAd0 zD&{m*iG3S8jb}TTZ^H@%_tSP9Z2HUwE!+p%+-CP*z^?ML8modp)S#;hQQftmim=03 zCtR{ep50eWZ=)3QnOdf>L?4>^CSpeJFa4)Pu9gOvYTYYgRF`fd7o0UjhfX+9HQBP; zEkJeb^mLQC!UIrj(EI#_tWJKZtx3OD_P)VtPv2a4WbF379PfQbKSZuA-t2zoC`~$1 zJJp%j@mik>eWz8NirK1=vC_hL(D4ADU)xawg@-&fk0v{et*WK-0G7M=pYO|+q8o$j z;~!tdc<_*%I4Ap_oA_(k?-vJ(m82s3mri7K9L(t<=D9WFSDVa|{@t1a9{@v!lh9i}2%)?c!u}KkPtUuuJ|NZVRiZwIQL( zETqY`<PYn69Hb*HR8pC^@34Z2qxuWUxO-%P|O#^W!jmWfK>p@j}=lvf!!PW z#Ozm_yWfB#6F4~!ISxu+H2K_^1|CM5glbM$oau&Wr*n2M&u-dYD%h?h?@2AwK z7ye?Lt0(<^*%4~M@EsnNOo+yDDr~Aa8g8~l1l!Amb$oVz?9(ZwRQwP~%E3&Hta$H~lIPi{ zlMxK0nd!LACs6wHNPRk8qVS|k^*|;^Q8gO3pW=$yYp*WPD$V7acwkVjzVBJU{t8U{ z|CH5W2XaC%gvcyrDP-6Ko(#AA<49Z^#%r)wySpH-4K&p+sde*;9DeOLILQw<AO&RSC?p7&;<==EKonf++}}Jky)VtmwD4S_pMM9U23XX$z8if*m4g0_pbp2&|LO~Q_8e| zBT(+*j=Rw8Vxx%hZPXP1^v48uQv5q1tXJSP2N^jxJ;Y|!1SdVPb5u@wBOw-L2FgY~ z&oJ}bn=%2m#jd~#jca@Cx3al*efe}v%wG=Vx9zS4T(12SdAsM@x#mSE3@7=DodE>F zbN*~DoEZe3O*tE43_5$+T7Kc>BRmk5R~NY_ zII=vBJrCGQ_lscbHn?gT6WFg1SlgfNTB}@|RJK|)cR6 zB)5={KYY@9W%QVh1pf|6xJpY4Ls!gw6^8zIkf4As1h>0x6SFFb`9oXK6-z+2?&M*U zm*22)q`ZzX8NrOnK%tdTpMBq)vF(939xr7MMs)^tUYbxZ;4l}ksmEi#80j@fnb<>L z{qXCwt2JT#dY|MPPP<*Z9Q({X0*OWFW@BaTyF3D&@|EM8_v8R028_d>V2AMnM3{U%`!`yjDA|n zGQbm`?+IK9M={G~KsDa1`jOiwzyM^~4Rri6zDEu7KWrFNmU~g|e}6x3yx4M9&L5$} z?#jplpIODLx_in(h3}SV4H6bXh-xQJ0uH>@$ynQ41UUPIE4Z*1L9B(B$waSvjfB@8 z8?NaEBpa0z#ZMCBau<$46^!&NX#C#UO=#qJS8G&Z9I2^qS*Z+Yw`sn**m3U7D?j&b z*6#AUCkqwgLQg6r02vN=CXwTm`#387NV(bD{HoS@Ue*{f1p~rq`5FwN7U}rF%`v{y zYvJ*&%-mT%-*z>GoV;J$<6bds*HiL06?1xX&ThxMg}`9-37!ccikL>g#V z0#_(_kNL{j-6E)SpF<9+x`ZUNlm#I%F(+B1!&UmGZBj|0&1yFom4IWY{Jmh+vzJx; z38RoFMt@~Gs;AOk=c{3tCAmnshero);fY174JK-4kwgW)5)9dz&!2cojaOiF^!!EI zCiVfzHPBoJ-hDBFA>O8h{lt^f_beF$<_}>15V79=4yod}{v2D!L>N#Hfp*$8ROCt; zF{kE6b)iVBCu*+Pa=b(0Xp0K1AJFNTua3u!&tSP}KwCxQ@N8*eI?O=gO1>NfaPz6g zHg46g@O3l_-6B^!bJ9upF}O)(FbN543CT)I_{@65waxoghb>DG(rBH(Ut`h-P^bB_7R^X3Q(L)+s0+l*45i=ri>_RY;x%0xa#1hzlt z#9kB1lW9p<|1(i-=q zR-?B*c^#}jES;!Navhl_ib0POZ@-o5T6pkbv!b4R#@jr-d~RddZDoKtvEGLx$jv-e z2rU(qmYam|j(b!$gc@qD6)p)rAfpOuKAV+pYZPu#uYWYNP*!BGzI#tLTQwuDeN8B{ zGs!!%_`7b&tleEP2oT8DS%lyC4(f+2GvY04T*wrrvXEB-^yFf?dL>Jvc6CfCCG-5~ zh^U1h+E>SFeeZ=CIEp1u0?_BOPDWh)5rSkjesnrTOZg(&gd^Ngs`G%9TDKnIhPjlh zXpxt4*GurP>l<)Boa;&C@#%9*lbYcI%^C2Vg1N5`R-$Icpun@2xTv*;xRX%Bm5Gkn zMz;G*%K9GF!?ArmWH0=7O;OC3WXBjjLGFFm5)Ow-Cz;w)DfK?Y35N zJ~NGfq&7&dGQ``<^sTWQ>ggKzT@f^;BG&Gi+u7?=Bb|&zi&vx>snce(Vc>aF7ZFij zX}6C)U$G^2fwE2LKZL)i%<5H9ib)^OQy~8EFvSNis;|}!5owq}t@E1qK`EEnnwZk% zRv&x+rV2kc1|7_3ojzln{aA8vct|jlSG?ai|0X7=B4;M$Z&aE8WYEudLh~$B4bs+8{k5l^MpfYQJT&LZoB7%*+vYA?ja(w^xr(Wqk$%jCjyKtjiv(aqc z{?}%=th&jm+;pE>2-1$u5mT*KWX#%(Da>Y3$_~iH{Yp@`ZzxIf7B3hWRcNx7w~Bzj z!VZ6N5}~!6eXdkF{ImGic+HtX{AHaMdE8p{&3br>(J3~vw=7^N7; zW7J|UY7yl_2}FGPC5^}IbQ01^^tg%wsYl(I&{l7+voU=KHsD)#u>S03*-@PW{>Z|9 z9vS>G7j$nBg*Te$oNr-9NL5csaDeR&y5H&!D?wH(tHaCV-Y))*Rkc(CfzJPBj!GU~ z3Ok56xW9BuVdtgCT-#rn-r@eX!B7?wQN_65{)h+?Sj>Q+a(L13Qb_j6HL(D_%YZp9 z=scVeDkq-z`>k=vz?FgK_EC{s-jfG-RAgn`KZN04?g9JG8=thh9F!6sIxF`y4wt>i zm2@ODPaoy<$cO5?>AegrF^Wjc8;IzWeH{0YeA%V zlQjjp^31^G z-mE;o9LU{oys<}6v`BpH*NrjcAPeb&71NA9qV4Eh;0>)|}M_A>M3;`mAJk=oO-{X*IO z#Z}jtGn9AJN29AZzA10oVa9diE9D!NcCEsrxh8qi3(vr#mb2<>KLD&h_s4j)GJByqzo4c|586vORbnehbl$vSV9gBL{;`}lTaV% zBg&b{99K?A)aD)OGwczuCwymXS0l-G4B44^kd>} zzXMHr57sHd#0pbwCf>?HrWe%)=I-)>;Ep>|%PRY?byfOi+~W9w1YD!<2x3&Yjd_f5q)(o6ompK>kd!&`<(MyBZh0$)(8w z-Idd8WP^fE^BUvCr!mPI*@)zwm^Rh@#~s@U)V5m{cVDLS%LFJPW8&5uQzI{>_>T6o zpp*EKP!dMQnz?Tq`4L8DosJKD7!%s~p2hhm!iL!t+p)GD{eDJq(*5hACIZJ6jBYMA z44xE;WOazmM+G;pLkRFvBe$f7k=;_+os8OnKUoU5Gn#@i3Jr`W5@CkepOrVjaPZCj zhG&xzhx&RvcCZO`ZjxNTc4}T1Sj?wa*mo1AO$_b-w&K=4@O-5T^2Fr$&HDrN85)i} zyy27zPn`Yff4ux?jgeF7pu4S_7@4o#1{WCQ#Hgs0E9=zwH2q+FjxevfY@FZ}5HwOlH&EcP?6 z9h2(ZnluRjZx5%QVbOz(Wo$)bW18H=*3jy8-1hG8G}C{)_x<81o3oGN&b9Li%HoHh zFeUH@03{=WTb%}J2~uln;m{;*-@zh9d!H0xIBNTZU%`ChlSro1+V$i8M<+V-lX6ZVjz=Co(ZT|-l&q9gwE)w6N-ewKv-kDeDYp$n%?FfS4o_=m@XxbT|p#B#v z4%`7NUY4eQ>yF{w%mEBQn{Xi~4c0%BYYk6|g$`^efIb2EuIX@TUpSL-J8cN4_O(o* zP=UIyl7fUX0i4r2qu|FhIZQI~Y92e(d;#?Fe7NohAZ+PK`WZ9GjjYhv2Fd5HIK%Y! zLEQxpnrlzF8iB_cS4BW%=`i2g@z=Nh-jlK8g{qiH5nCm#=yI&_C6)`FCKF@udfT zhfyAl_~LV(4j0-;S7@(zDzDWDwy#!bp2zqeoqSgb+ z>&FVR&$MYAHrXAZH1~l(gF`c;6GWpCTPgvk6r4GXRaaMc7YNV;mT$?-%- zbP*kWctf4B1ECU2V4#~ug3Vj(w*jj=z|(fX`BIG?mBJ6)Y8}Xw%N%qmi#Shya>C9^ zat)~1+me2E%-b&efjfbp5TLG)Xs1UQ*MGaQgMpc}ewII?{25RC5P$N*zAxA#8Gy{X z%CI=*HfJsh0hy|;GUT&$qzJnvHu&LX4D8VNtwhvM@B{kdANrfg##eAuYWq8dd$Gb( z_MjtI{I0-vrHoq-E52tismoZm?!?`^-f^o~mxr0^i}A*S z$du-g^{8Z~f_WmXonvBA+1B`2x}fZm)Ls$(1mZPVYVj)9=RNLShrCU$(7X2@yF6rJ zF_&tM7kC;|ZTF=bZrh)pAcWw?5HsQ(-IMKJ8=|vRZmZj-rk&;SHQgAe4QVs~fE~eUV(N6`^;JUw{7h~?u+uJ_obJ|lKsfM z!?G&Ds!F+LUoglCYQ*upY&2GHqPC7M40md(-0t_*(61>nBf17&4EK;X`+H(cvgZ7C zqSwz|vjS0Q;ucHj8@Z*;r_=`4%BhlNx55zbZFCx_zkS}ue^#> z_?7_)S2)9y+ry(Jgidb0UwW9nWJ69e#hz2KMs0oUMpG#~r49ity_WaSR+RaMwNJe$$8Dlyz;%=S9bGVIh;!{aO>w zf@W3J>RT_q+VD7Lkvh^H5OP{S|99BdADrLRU7zP%DpJw$(YpJ*kH1$i&)+J26RD6@ zscNHPfAy?{zvJ^P_1pBD%4Nsx2GnovtgAo{f`*+GIJ#7)E?)kx769(8a_d-medcx+ zZ{?1gmaN6^fS>U%a;d{E>8M**EQD=aIFGeFeLDcVHTmt;4@3lSO5mL_F;8o`1>( zZX;hmmvqH}HT=WNysE&TKFA6@c5DfMv8pRPq=l=no+b2DA)lBtIJn+dIDJpbt}j}(eV)-?$(x{|jq%SJ(2ExrkpBHaI2EM*Uv>6dU-Iy`2w{~uf{h7$H-gvrE zb}pH|zPAQLa*uZ=VvEkNskM?@r7Gr*K0w!AfNtPK$|2Gy)qPPWil+3>txkZEN3hlI3 zr+iBoOs-AcJlG%MGb?KDUxQ)YpL6XqJHU7hI%&t}e;a&vmcHZ6j8r&j&LeMcD)qgp zn%ds4@xIb6rLhhvCHKvw6yJ3Z5MTdm`nlj7K7VF4(pfuES8J!{)*|>cofO+#_^NPX z5c!7%VdEw$r232Ao}#=azU06XmbJg^LI!Q2mOM{637~`+5DMcRtX|z zYK_yBeGlFp*aNrOg2I-Oe9a|X`So7$&66_#!c2j44Q6g2ft)@4#j3i! zPfzqMyK}T5c3CQ z@6ae{G05ub?Lc-xVb~JLo$2b0<4_L%T%W~FaxG2Loe0NKy#pRc+s6V^*YyB>2hx6a zrw0A+wwxBWq<9Q$Hy_EG`fNRv23<+GpADqco?xH03w9=p*!*(@9)qZ4**ySC(UHB} z^|9P+J~y;yQ`K&E_?)Eyh{y}(4F6L*TFVd%|FsdC;*UBbl38UY;qbe__t@zgfy;FQ zK{A3>LTpLqLsJ1I36fO1&a)O-CuNNSB>`dxQr+(jP>;5vPVTb-LfgJY=E{0x2S~4CPPr! zAe2irHbTNqJt`T%v6N+}dgLX>|E!O78ldu0dJvv2%E&ZMqa1ybPGPB}$q19J9r2|F`5!7Aw094OEJge7m0MND8f(eBH&K6J$5Dp!Oitq zrt#@Q{;T%NZzqKO#FO+N&mb23iKw-N2t4zC z6B{%3&=Yg5cHe6Uc&?1#I?;UmT*#J4U-D$bp(X|*f9vhjNy!9gCT9h9&reC6D-Ddc zkMgY?^p*}o6R)cQxrh94y4BBNUaG1Ct!!(o3piU4;UYFQTVp`t(~Zjf zNH5VdAkJip4>v!yeZ&$}c8~_YQn#cwG_pzQe=%vWzc2OM9Iq>uu9ZLJk41!u*#LQO z`s-rs>XP?oK>EB4?BM2g^pL{RaB(>%$p7mgr z=%FE|U`LAMEo||Emu9CFD^Xz7`r9qJ-kW&S59~>HhP;%8{SUMxu-|FqZYn~hb{>#A z-ct8_MVGqQ>%DqlNTa|WAaK8gVFu<2uORp!W~27gslOtfc*Yx+{Dt$i?^^edmcl|O zL0R>$9rCw5!xw*VcHDntAXvLBA1yR4rqRHJ3L$_5vv@AriYU9*WianX%Mu6q;q@iG z8cnGrGCa#K3;LpCvDWqTyxwQBpvI67Jc{s|17Fg(4ErLgEM?>p*lZ1d{!z+U7-CAR zZUz=X2hTbY-`Da8pq-|>KW>x&v#r5YYnV^AY-h>l zPk$0DoR#h>x8K_x?D~5D1_iVH{!Z7G_u@8g+Ddu&O9m;`G#fq zt=5q47AK;Te~(kiRnjmIIe$ARNcY?1`!2?&qxk6EI>YE1k(;G9{Af!32wXA&xLLLk(0REA zr)LAILTDD%JLkQb=c*Z+8TE!W7p4g?&y9loJ!#icAM<9EtSI`Q!~m2g$bxnJ?Pr-} zQFWav%vSQUJ9zNpkRKOY%@Yt~d(u2C8zJNgzVIJViMe8Q{hlR-`WKUAF)%@S?zR#C z0kbB!!51A|8KO7UO}h$9n?J;HXx=C7@GYFoJLmeRy#n=>_Lq*!bL84k(=+q>&)IYUe!)X`n;$lVh_P3bkC z?eeRQ)LIe_AtiCIBW49WK$xYT37q;8Ogt{^8ZpsQ_`T>(>1$#@Z{6Z*ZkeSP^h)3t z2p#31fO!6>Wo)DXs({wBYSbBHDai4_%wLM($`#Iss9LvmjOT0`abdnNY#)7+y7>W5 z%N`Gy?G$b;5BS94O9I@8IAE9f7~~g5fCNI!N$p#Uck{=Q^R2k1S%5o6N-Q^-I&Yj& zf;M7bkjK}F158D123S69T0BG30yW9B%svh(rq}s4nV)$oN&)69kQ#B9`J_jA7l4wI z6Fz25j)`oly9cEKjG3pS`M3)+3$q0_1iY^`%oes3cYXybB~0O?0-vv08G;KJ2u>Dp znGU!vkJa^h$LbGmvtbsl`WoqK)#DPNOc&QlG2?%>b@JKy%_Vko87Q~@^~>TyDl>_@ zz|MhUO4iIR0_`d(2yatCwE29q-*K+l>3`>|&X?>`=^7cD6Z{Dl3seM$R0d38;!zja z|EVu^Js8tl%MaAi9Z676=l^j{DuY7qTo6q2OpO4s1t|e1tS-%ac8(M$faWdy18v!d zO1Lfes5uf6i{VO8=1+^~gU1o(BwwAC<6fz`UK3$-oyHn~d=8ud2A4@<1}r^p>3I}_ z>a@H9Ak+aTLv!8#A-=TG7UCsU$-Aae{t47uJnmAf*^Mn4*{bJz_xyh^pX>kTdHJ}!F&Ad8d+xdK&-b%^m3;Ys z0_)1jfW;>gpXGA-(Janws9pUmuLTI@QN9fJHr@KXk?Rv=;qtreY%`W2&C<{E#YqK* zhd?(7$iE#6xvbQ;n|gRM%vRxst*_NGiIFX-z=OCR~C_~=UUMY2Tuu#YkOn-#V)g<(Z$*Z3=gaH=o@HAhd$LE1DIsK4tx$I$GaLkE3H!QS57~ADkL- zWHc5~nfv8nc>yjo3E`y$@0m-{yi7Gd>67E)VcA4|>rJ zXmrc}a}q;Q7iJq$?r;CdOZi&Eo+okB#yaVA#?haSO5jY#`7kwM&#@ca*0x%}mkAfL zcwo~ibU($RqQ~|4J3PTQf~&p|E*Yb0ey@{w0XOcc+f=|jGk>jU%~xdo!asu zR@P+4dIa@Wuo`gBx|hYA#WzNi3DPfuog9RnF%d27;x{Ba z`34!|AIr2J90+c_*{GEHENZIEY~xK;551w3Q>IoR{&2r5nT98goH;6svdw)J;mdY1 zDM0k=tNGLElyE0IWkO`S(5slZQC@yjO?JWxuW<2-{5dxMClypheMh%?U$GEgqb|dB zYnz5^^sf$SX9Spb9CNi{D#oE#`bLyK*zwNgF8K++ikf|XV#QafYVrCNbF6PyjblR* zi&RN&OQ5UI0e_Y`3D)O_K`%AhGkt=1eFXP<%nJ6-T zk!a~jA;n3WTb+wVY)OU64OrxS1Zs!+EaGG5$g_!lD@$T!0qeHacG+``a&D2~@5Xmj zoY-T<1+u)|qY7O;Fj)$XvRwzZ&?PG`8g6u~nYp^7?M7r|3+tVpWv=9glGx=MT=J>x zJvB<2>2fTivd&fv1(i_>v0ZQ6>YBkX;D%pTZ0XZI*PF=2^ybN`uGqebjHCQ6b~DwX z^{u@rp;0%)vLllfgCX1Tj+}ej)n;<6I6bVmc>0`#S=%(ZkfKA6ZBW@v$DwN4)6~!D+)E2kv*nQrs}*MXZs0ac zaVt$gPS<9ix3qE;m4BS_=1KY0d%rC-5(CP@uZ^dI86vE*GadM#h9%OpqT4E6lx zVxhlnzX=F(##ZSDf6yWaE9$44_)vtkxk6zVy?Y}?HM2l)Z<@d5g@KkGv0_n@sW}h)# z`VNhPFCk}ss z^RtC_?k&f563a(x^UP~th3+j2;1vH4Sh)#aLB1<>N+j$I4G4!@spH0 z=B#0j!907HZWc(qV|Bg$ze-#;XV-}BxiYQ&^%CjczG-WR40?IP2miQiuJHEp)4iQ~ zE{4|2%#c<_?JFeKC_Hla7pUWYkel1(+n=^%TMAB8Ux=&$w^Jf_9YredUVhV~|05&%KOp(L z<$65TMyEXsp@Hpi_2DkrpfvI7=Rq?G+Uwn(p`^OD0Fpu!i8%JcLv&KXd^8cmd;pBg zzhyL#*67@lcd(mn?mgSzVaFEeYF{hW_9_wIHjM4hX$uiIuG6Tw9-ZZgMhb0gP!lkQ zA6t0o&_9xOWXfabHLeA2*y{_q@n52Otidjd-pOKGyp{-?!}^W%W`maa?Z1o8Mcnk$ zXWv&T4lKPW9^ENb$67rRih%>x=m4jLE7|2R1Kl{ZSWg1uHSuZDH>YYWJ`5lZeExw% z6`wfJH1fnKUw4WpbczQgPEH0o7!7(dF%Kcv5d3%mvFSorIIx7rYV#)6dfg~PnRBo! z{dbFUJuGqGAwTpMI8PWJv1cMe5>7~W(4!hQ*RehWbqp5WHFJb*Yl03cCro%q2!WbG zFeUsB!T(;G)k6OKvzukqahpK#=;TnGA^fYVLK?}ULYxAjW^X}$1I88&+v?%sO%|X8 zkw$a`*CEm+X>*u41u?GE3T;}EusF2-id6))?~NEH54*b!lF45C+uqOz06<7Y2lTJ_ zU#DZsZ~nM!5XB^T4~5iO1Ih^vtdUkJJ_lU!Q<0h#0)g&gjr65=0BW+k=6z8Z(`_zakMwBY+yB}|7puf=ZnDg$dL3T=y9ptg z1sqNCb2{jwU$ef~GgXiJTpc$cP}~_JRNUHmQuVGp6@fai#@}uQMZYCukK4H)S0h)c zL(_`HuhVVbYYpGO03zKn|3kSQ-;;2bs6;>%o84hMOJ>A+fG7;~O-tt-4D#)Xyq3sr zIoLoSjU+4dI{=GlalslapBrq+s79PAg}H|NsgLP+6J|A~<84%5b`m<+trCXBT$6xfny z8TNyQ(Ce%6gEaBwAcPJ_j!A9t%Ous`=1csdQ^6~^s^z{h(z5AkB_YP$5jn4as zRxeJTp4&v;9ys^oVe$L%&Wh_!Zn)?6KOhi4Rhj)m(mG)F2q}B;bUMqHFDeJufevd@$T-e?3_bRC z%`sZf-0>jW;aS;2AJe2K3BjDPf_blSD!7lSE18VTk-hne3T(NCerlayV}Or(ivPd$ zSd$9I74Ey6#Ot2<2Q~Q@=*T6drKR(J z7Eak_S+HdzTdF7Y*7)uN6*Q{m$jn}l^;t(OyB(jx$ybM*YI>dzOI^#~H|LDa+O<#! zoed(s>QVQ?zdzSV(RsZ6d8QJA?}Cgm!Poeee)W4Q6*lg#99{lk#-T1#rQ%*&w!ebq zhkHdpeoF%3?YEXbCA@Em;%;_cfj?t7Z4CHZoYiWp`~|CbgU^4UE~9glRHjvm_T;OK zb`5SjfpcFvhqZ+9s=AStvA7gYYJ4OBg|&{y6~-@4o{xmzPCk^K1p zfgNf)GAyI6D?7;ARqg8O=4^C+Be zVil26ezJ7ShB|rqRczx#9XPh{UvQjQeivN9;5N}Ud~8s#0^NN$NC}lAgO!MSP+syJ zMMDqcUG8v_E>rJ3?EAiheO^@9(f&GX{g^_W&TH3T^#md8=l;Xh!kG-!u|)2+gv}lK z8u@P|EHeOy*=oH!I#o~10;2yP`r z`FEw0c^V;Gf3O8{Eu|P@FC@ueIo~XEqfi`{I+rwz^Kx}d12Sb=ANj!Lef1yoLmAv%3!b&i+K^Zd!l3+hxOQyFr+pR{ zC^qRBaRJLuRmWN0S=vqaLg*9n-))0K=uM;NrCFuf*4}SoEc8>jd%l41F$i(OEc$w_ zj@H(HTF-C)n;cR-_>X-ZS-;@LG(ja_j!X(G-}$kSAuH;&bJjMe`aU6`%2vXlO$GXIJ16K0 zT3||U^Uk1%b@*7$JBa3>4<6um!zyLgUn7xSa>^3>T?X?~v`^*JWp-PaG8Ox&$|@Iz z+8csAR?#Iz@ur;7wh94ZDdEe9xbSA8od+4WCvA1}NfCw$wtNq<6c3B$@b~VT z;53l$;-TIrcnSo`!yCbuA)@1RQ$}x=e(N4;GOp?C`H6$C5Brk7lN?7M$ee-E&I&v} z7u!vQzj=Q>$6Wl_D$MzV<$J^Vzx$`|idd$e(!Vra8II=CkL{t?568VS0vS$7p+a-z#u?NhQB`I)l=l4bIC}^$ zSvaXOAAsKg_u1^M!-sOKs~HZP7Y6E%3}Hvjx$KvHICILX92Q<0vV+155WIHmYZX&* zF}(@aD=Dqp<9uQZfyiYd6_N9^>%|Wjclt$>&PHxFvkSc!rSQGpmdhO%Z*~)8Im$fg zV^p8eTM@UJf`&NybY0z3zSXchAJKU_<9C(m-^Cr@V`9rJrPJ|yAxBuZD~il`)|OIB z1#2kgyd&zFbblvKU*H`=&+w`n#Ni!O0}OvL(eJ4;9Mt?3bWuG)kp4)u6!kO3g?F;1 z!f7u@(6|}((C79KwujgPV=Jp=dAJnPmNtus6Xv+@%f6vJqf_j<2n`?Dlx$Ay{qLcU_?llRfrItt4o=1@}0CJ2_; zm92^^!wL5GF|XopY`NFf^qwa&-qx_C?=_#ybBG0hW(|r)Yvg}fFm_;=_Z?}ir7>rq zf}g&u{(2)ll}_w(n;U8m4FC&WsqHgVo$h_B|{vFfrr)f6Pr3YJNWV)93_ z)#Gr(ft%?iu*4VH77T7eWH+j%)NJv4Z2EC#*vC>H%&$R~pp05;i$?>BnzULAtVmS&wFtc*d-2M9p|t**T#>+WbsA2){VArKU0;ska|n4k*7jsgTi zJhzCl00Rcd(YVvPx+Nz&WueSg2+<_qQCI-}cFd#Ezt$6T(SG@aZCf1rJ^bdEA;FhC z3|n4eHi3{OJO-IWkc1F40x)=ErD<4gfQx}H6cW?uUX||x@QfRG|8TtV@MiSQ2J5@s z=M;msB=J%`5}@RbZy5MPic;qf8H&bwuT_9p$AmFTl^zVI-9Q1MmA=$IK+g)p(ZdZrMyFa7%Qv~|P zHh&fFKN`FA?85pN=X+pbV7tyaWF(R_GOSs5ly9&J=1}&y7h;|-mvLjR;kUwOwVK^! z;nV>sr}i)>gO;tlG&)8`A?GGoKG|OV-dYZrvbS0qS#V1S{~wswna<h9C>qBNh~rx2dTq-22L4l!5{G*|5gyiENQA z{W=)-5LhX-_w86&b363x!2kwBv>*d1&Q#->obz4MWBZ^hn}Ebsa*xNH1Y(&h{pf=& zk&xdZ$W!ltxLZ;80j)FfKt)Fv{oZQxT5-C*r$dHh}{ApGO$Q zT<+*uu;1T}Y&&&5eh`AKz)DL>=sGgyP5e9+J$sCGS*K0l^+C;`zT25@*tA+^)N4g! zTYI;Mf?8YmwgdhgijE~?`)vxo_^Re8az;)h73?lwBqp)xCB58S2t6;&*v=btQ9}C^ z1aOZtMX1~>D2Pn;#}h=`86*6DE($n2Q_=4*wnf|P2rA6=D7EIa@GE)#3iF{`nQ0BQc{B!IBFI5z^#cfH}Gis;{Bs;5H zUMcw@gMWRVjp-7CSCnCZ;bb7|oPrL&;wJVFeyMmuj~&{>DaFA&wB-$O*;$*QYy9(; z)pw};8f9@*sy|HWKvz(0H_jV#CC5vBJLB}d6%!K60sie{Mj5JCGWpJ{Ty%0j$}W;! z;5UUQdMg`_pI#90UN4dq5?ZYcK+|^z+~IIZg9Np(&Ywse7SM|-HKXZxStUlp7ESe8 zSCl>*CZG{_vTpQh!S3-`LWKLnNFx|~$u=;vg57^bXvJgwVH&g%ZhurnU{E&Hnu&T7uie9U66d_Fx>ucGcr5tdEE&bODCw0 zbL%&8dO6OA@l(F+!Oe$ge~LNM1C+er=TLZ6x^o%Be1q3sJ8oxrs;|VMq>iaQr)xk*?yw6 zF}c~LR@a~3KF0j-@1CZ4n=RiSo;d~jG>pz5AHjgiL?@8Rg=Ksd^OvOCqy6j{)>tf~ z@v2rdF^Q4CtRlBOjVHETH`%b&c>}K0a0kl@<4PskxIPil$*Jne42|2qq4A7CX%9QN%}Qn}cP1Gxp2XIx8e6 zygr~Egy#7$u=s%yXSh?5al9;dN$1w!=$>!4J7zf&)H;E-DhDbpQ2)wv(jr_K=YN=y z8VtC>R&`4efAy+MyDsk3B z=DZv#{G6F_@S%93MXHLiu~L4}qG+H&|GDy`z4PcYpUM8U@AFrrN;G`X zEOY+Snr*3ZEEv@sGjbmTMmoofbzV!#WBn+DMk9&MX?E_F(eqFjtJr&=RM#tkHp{)I zUcTBuTAYc?;!xsGe92_?FoiBsrju_B``)iMVeZA`hf}KMf!} z>QkPP6tREpz=v-LJ~*DnKCZapESl5(;!G~P*o}9|Hm(?Tun;}E3!y`cZvjnbglJD| zLOl7B>4)|OFJ%fHVZhGkm=q>eU)bXDTl6MI>|Xlea$g}~`o%GF2_4|QdodgZUpiX4mr5?$-v2K!q)vhW literal 198531 zcmeEuXH-+&yC+SG(iBuWC@57xKze-<5Tzp}bktC!mxSIG6e%jrPy&d6l+Z%&MFD9M zkQy*R1f&LtG-<#!AI5y(ob$?F`|Bj>lmS>Lw8*ys^vxMMJrhaXH z1XQtcp$d)IAC{#(%#i_ntwbJM2g>#2h}x|2o9@;_x3Ay7Gfu9_q+{zp&gi z6#xBtd-`{(s{j46CC2}M_}Fn>Sg5pH ztaC!Y&(&c1?A#izK%2W+yQwMr0XDE;o8VK;kxUJ9prv?q{QSX&mNS|kE>3scpsYayC9B2Zg2s^(%nC8Hy+WFJx= z@>=)^QWoQln!Z0GrSYC`?@XkhvFGlBELYJ?=dWQ4-hPQ^5P0mssMH0!)%=55fddYn zwlwjq8pXm`DczWn2cyguYq@Q+XN9Ew?+XOM-@VT+!Dv*8s55Ikc>hem!;tw#!qeqG z`&j6cBRl0(B?*Oc;Ry?GmHx09Ml^Osb=8!=$y{1CGUITCJ=j*B;X{jv*qX5XosD+bhdjS#KHBZ=W`Vi9fs9wZYawbbe|3dnfCj3 zqN2-jQ7@W9%}plRXe)%fm0;O0`k5GpAx5{d?{=-3XFn{;9ZFfz$#Yl2L=ld*6fp%W zOHifyLwJ90+o)6x)LW&Ttzlb{L5(qUxVqnXrl^pFT{^TpB4%{#U2}!{6y|U9u z`@gL!k5%yU{;1vFKjsrj(YsmD?p%jctCn=WWPWS~HngWkMPA4^`SY^s&)c`@)`mGr zKB`MPk4U{F96d0`(_X_anD(G}^O+-gDt2Y*f^pm<_fYY49EFY<@!0Wd=@Vl{3ga>7 z)m@9xk?Bbv8?AdefQ?j3M`v?J7+o}EraN&^YIH8WE`J-jJk>UZ zn0S7VqygPU_+46leQ8QpxL@MW(TQ>2eI>37(E9-+q^!%Y1oFjMXc;vw2jl9XA88B5 zzIj~p;=m@n;k0Lo9%p^llJIe24bsD#@KoW7=~Z(L!)Gvd@m==lTsqnUdp}b%v)tsB zoTC%vPVxIJ(chTcO7?kkqTvQ9opFE`25wbMVkW-D3c9%10h~KS=aP)gOki^@TU;F(?qbG67ReB?b;iySyvd*{38cS6f=1GmxT zOCFx5mAKH&?(rot?D(mZ8(Fz*f?>&+P+@xAMR1>(pr1s~uUE~?GunA_1j5on+Y;G5 znlIx{HvQi5(LAr2e#>O#pu!eUX>+`A9Y69&OzBpO7p#(NLAHCMb?@Gc@2DN3#>Iw;g<~-T2#zxL5R^-|o*rL56#0TI-)%BufzA@t(1sK)JJH;&z`| z>lN@6EHYS;&OgZQ`iS4v8Rq}4mG|uIRKZdU3>h5BFvJQ+3|I3`O8J)va;ltU8s$Rm zI_y{Q{u;*zJt~^12uQhzB<~cO1m@@Ebr}<~>9bv3s6>Z!q+}?_b$p2EK!V#T57}_3 zKU~UqSKy#21D>IjbIj_lJo4;#8PAIGk9Mmw5pS_6j|n@O2>a?*H|uaxT>R(7H}#-H za0;&S(A|>Z=QX8m5^o0XUxHouqW91x{_K=+*3GZH{rYucGEHG8{o4qVt5Zb9%&^nL zgF)P}u864U^k3He@1-)QB4T2ArtAZX1P-|;<-^mmD(rL=2OMns;`l06yp(5dW7B;;w80xLwrJ?mdV9Uz6XEafbzYkd%L_&NA;l>XMqQ6AG%xquZQYLd zm>bPLm0FOk4OHvfw6?PP0_I5EBe9l0)gzW-hRpM8wrBFnr`w6xV4)PMnWQpx)SyV$ zCEJ64N^G^?^CUc#Vv9FY;>Dfr)os5^45mE9T_A%dP%f1asL7c0xB`1dHx&8Gz{(_i4DLt2>)5fBmxN6?8fK97? z^|)-n4&Uiv_8F_~VV~Lha^`TxRYgn}#4+pTC9!5kGb^u`C&7798c-*GxbrFgwtbd5&DR3GEyv6W=(NYGR-$sNMDgn za1(#99L!dseIy1d@zx=*{Vtv?zKK{ZPs zEO1kJs4EuE3vtN&$s}v&kMW^}r_m zZs1Asp8`@&uZitv)~SnLycKSZJ9(}>^8sB7o?t`GmWglPI|{LkNv6W~);HQRtlL%( zIfhv^=;Xy^Xt&|&V7~zx+nk6ZWY~@Fhqy!uPCz1eHzWoX8{MeIB`1#Cgsf3Mg|;qu zhGF>Q`J-;fC#)0cNO8GIZnVeJqs~9t4)30$uKb5OSl)~X|8Gh$aN`Q~f0K(&j{nPH z38p5>ZMyvh>@l9D1{>Ai+EjgEb^4um2KL}MvZx-zvUB>Pe1jsXw`U*bscpR!3A|3lA5ML(t5f&u(7?re>(xy5qf zKIx(9+s(avq~p-1xd=;_Da+P4!$bS!zF^O$3PXC`%VzqsZu914h6aUGqBA??8V(t+ zEh$rzuETpxfOu)S-)pS)vDnrA$!>f%$8)Rd;AlFjFO zZxqP zy8^-YUpO=o(8F)bCd_qG`E*&=e$cE^FBT_n-@5&Jyr3;lR2W*T<(O{LST*I3lOE>FA`w5E`KFiM!_;i zzC|)(IiPSIk_}x`nQge(m*pt4rSsYgrpF0YUP<02Y8(IHm3e^F3`C}JmlnV_leZk% z4q831e(C8E;WZTD7Rxauf+-5zczP=zPW{sYq{+9(F7X1fLQyXb{gGajiWpfv*Ec54 zqygCcJ4?GR4Vadn`-5^KE*(nqW-j#Iu~iuj=j|W0juTr+UI@d&$?mc3Wq?uy95S^(aB?>rr&1q^8&H@a~YF z1kSw|69F&v=&p_v75@abFq;8{ni5s#>&$3!bD>63X9>Qw?RIUrWO* z5}r6}L}|oiF8;8{!x6B)Zw@UPbTa6*7%9vxEUFgm9ZMc_QCxMF&Hw}tKvQ_N2NZhY z(xpr47=e+s-MJ&>YuBy;RNpE7rL&U^!1NgTOi4OUq^xwIP#KiMht~-Oz|(rJ!uszT z=^=fDl?5twOsn?#I4jKSJ)iay{os72;+jebG+>6>H3{NCrdijb!>g2L-2~5_SW|QH z`DfK)#7#Qmx39cY9d`Wo+u|dVxyj0>PSP3UUNFZOn(v^jjkBWHu3z{1^V^W!;Bk#5 zPo12C-{u#9D>yO`*QRqM6fqoDe#ZyfxxTT|?#z(X+*xfCvt=SkZlW)&jzEmP| zSND(1A&|-l?^NBMhW;vAFg_1PeRU=I9N$abL+`5D={Y-QWSJ#PgvO6Md?nxbT!O{E zTpd@!*K@L;F?2Du{dv^(qELCa$oS1p9huYu#~~PGzggII<-fy;dRFh8@7D}zeN)18 zZO%4rm-)3^Dk&*ZhiMePX;Tv8hJq6^C~lFIHEqh5mX^|viJfsla{!16J(fK^#+-39 z`4MWf9;7evALyk6NMP2wlLAlX(H*4zE!*!I`4qkm~mVftJrza{Z+i=FL=)t~HPNq==14>x2m4>~Z31rEPCM{$-hV0#E~_~gY5 z@JyO*=;2#1lN{Of9-vIS#7-B)7D~}WRRO-E2+edAqNK{xtf%lTP>$%sMm{;m5{DER z%xptyV7FPf9_Q9{H!LIHCg}RYaHZOsjLYK z3V@BTO3E59f(KVS8(*a@`cP2uU@q$57r)ADfOe*;i#JIJLcra3m)PtIamaeMPh%vq zZj1C>Z{4~u0o}Dsvy}ddOjZtP73p?!hnrn~9l{S27bg>D((J5@RebFjlF@;2D z_Per)*ZSn$;8S9DPnO@$*CPE|gM~l=lJ#1kI9C-aaUUivz?B&#RELaOR@1HV>tgaz`%P zJ3G^y(?Zv|`OqF0Rz}bJqPoVxgdkiO;3YJrWo6SrvChoIlA7+mzKg9}FU3fD6?Ws< zBvUbi3cH(C{i0o3$~%{>{O4bOpN?CXW~0k!d&2eYWFMF4*GkMf0OX7;KMs#Ukmk$; z1Pnaoic&ent91Jyi5w&ad5dhT#ebwTVz>gSRgUKwyw*^4WGteI!u{HYkpr^>=yhh%zDWwNld(PzrKQOQwz!@W`Oe4&2EsE_ZZ=#N4tS0c8dC z=lhB;0P%03Q*WcJQq55J0H1O_AIa{36vdR|h2gA|8&-aD&eJls@DXASl}Sz;&}+fecD$MbtZ zbnJ9tM9HOhykQm@m!<2N7L@Yh-XEo1(%Cu}_d3@%ZWA%Ys-p#jcdPACoci#f# z0ILvT1ZDQY`!Db%LuPv*)hLBA2VYJVs|C|oDnr*Y%*88RI!ZI|?vKi<(Eh%AG_u0@ z00+u;wRUjpsFNVB@)D#(-{ac1^qN>_#Rxy(95K z%x_Oia8&H^1u{_bfs#e5j@480a3fsL6m@Uut_)~E?26x+bac+zhvxmQl#DkjP|5pA zp%xCPK%U9U6kKy{o+P{VBFsnO8`PJfK_lnJkObOBfmVHevXXo^u*GxnSdCZb>7(U> z&&_!GmKp=!>dA=Y4uYn2*YVZz?Pg<~nm~cNlHJss36B?sn2)Y`0#)?4>~<^`A4p&f znWywDifR&Df2_f(v2Gd4YksC%ijwm66%}?0Ebte2j@aFgH8hGVA`PQkPzp6WTg?q$ zd2rA2e0i%uSHN>VQjS_i)O>d-BJTdf&!;>1z#HWN7fz4PyTH<;C5YESyAG&d-TYmy zV18Gxd}RQrk>D|}l@*_mc8SGb+jwx**EdB1E&F4`3zIXj;%jQX)`@s0((fqpQGhKd zti?vFaI|vo`+mrMLn&$MIR%j)toeOuLXGuq8G8=|CGn;gU|)e?dNv{z=J({if!JqD z5nl0A&R4tdp@*vZCA|1m56R)bkGUguCE^1oh3et&VZCj2SRSHpby$*}BO&0>{qj1? z6008{mv}dI@8Z{?h>BtTi#Qb+MdC_><_FH?@k7(FGUNWCYvPz+y_|$wo46O0tsj1_ zEU)p03cIYF)Yy+}|Gh)9WC5?>5QH}LZOR!xLj@Pr{)|sDH zUG5bEb%G?$Pf;fF$aVG9!WY^ikfQL#T^{WAr%KMh4?YzIY=3v_GLi3-7p7l`D@oMM zvsZ9#<^Cs&yl?awGJM`evj%ouzR1%FDy&E?S zM48$@X%)_#Kpq9Ea@nCSj9-oN7@rDs+qDqbyL3F5|2Q*luPMm>%an-}k9olJABV>0)&Kc$Z|cu`PA$y1 z1hH0D+vBkG#~a<^&tqspmqL4vubpM{$9j|LrSuELR(Y4-36;@~Rd`yzlDcT-f{rpw zUn-DzdS#oWIPNQKs!Fal8OA*qJ8q7vS$9HT)2!)%Ck1}$> zI>$~V6pz-tg&wB1j!xf!J`Vk`Y=~<}uIZ=>zP7j$DoyXVjJ#=r$ypD#4?#7?RFyR@ z>2x(aXK~9fOFRnTHo+x(Aj(|*CR@jiPj_d~mnXSqYQLPll%u1lFNCKeHfS5Z{zMqW zd36undq49q(NgQ0eHX{>EZp8|xjPWHR<#<)Q|{+(zigu-+OqpGd20G@{|=ypT@Q<2 z;r)M;pd>;j1t1Q4e@y#aVc$?p4RlXflU4Su#MXYl*+OVPp?^Lquks=W%J~v|x3Ea= z&&zSxR zTkcjtiFlUXz}W(|0@xEm;A=d~xxzLmhy@^63nx=Jh`CsOsZy?B1KOGVU9r^4vsh$|um?P#&XHv(!ZXRv~Dn8YTl3Qn%v2lZlWZFws{=A_4-T0l4W6KRb54) zla7xJL)~kfEmMlm%yzbRBe2Iu4|1<1$Sb%Uw94hYhVCdz@)(=64o1uC1hMoiJzEGU zU?K4&>84ZcXPL0M{W^ntDFyx-?*6lAQ?O2OeTG`$0o*RbIlP#S;_9TEr}J~Y3MhXY zA|UH(pS&8TpJCZs!OUi@Z+fG7mVOFGT>$-!9*FBph=j7dG&=loo0Bm$iqd_=AmNA1 z#B0G(YYcJSUS!}p=j9x$WhG2p<4b#L97Z4FAlENIX|NvmQ6O^JB->$tgr|R?x74y* z0t|yFK@c83`Z;EIu9j(OIR9ZmsqMu0Gf3;qr&4-SAOC9v?NMgH=z+E5z4epN;NeuD z!^u51I^eVPDc;tObU?p$uXD-zUL_552AUZNp?#|=O5#1A8qjq}udwnzA_0`C_M~3A zOh}0Y5FYh_Obr1)vvQW+_@sV^kB>tS@-xJS#s_#UmZ@9~Z@b3eDeb#gHu<)jkAFOG zpL9gUI7TgJtxiuD7~BoF*IFD>Abdg9{cJ3vbh5G-;HEQ3g~}eSqqm7FXGHb9)Zn3J zLFxXDf9c`Yx}yqv(B67wymJ4*`-~_2`f>m)r=(mx$3*^rhPB*c9-Y`x-O~oU{weP4 zC~Ok#h!NDgwid`tMbFU=gn!o_NcjXxG98+f9UK3V`kcCO`OlF)LwJ?0Y&j{(vycz0 ze4=9D`qFQE>fQ9h8Bo-C%{(I{kUs!rs-KT$Uv~;>n$@hsz8qidhXGMJ#mwfldJH`s z>ycN7;d{RNm4b||Uf#sa5y8iDdaVTfIX-@Q-G(|}$F4hD0+C4*jO#gfPlAaVxclkp z!(#c#FwK&kbl}@?t0VvcKHoF}k~)=Bq@&zQcnY9-_Q|>!Oj$3obM`U30e=TYWL@>93W~jN_(C>e``k1#WX^iR-Pc=18^gfe9WV3q z)oha=Z@@fTMPFzXEMO%Q*O=#I) z`1LJ`q~K}K?XM#vSCB_D%L{WIQN0q94?y{a+61<6xwoCbX8?8`cfc4aV<@V>)y=}$ zL;vJ)qZ-7DtCW(W-7H<=dsI%h&y5}THsLknrT7L~if~15U1P}<4vovF%VDQfZA67O z^pc+amB*}C{F0|zHec%p-$W8KmnSjB$jU6Q#gECINTr}Hs<17p`mN4OZsdh|S$v00 zJk4CYUN__xGz~$aOd$%Q3In6MnY%1M%LYaC0TckiQ?0l{YA(SAxC zDxn-_TMTF6V!`v5#t}qC$tO1VF2d*9Nt;hLJbKuFZczeIMbe#{tL#&o)BBothUmcll2znRK0I|Sg(+ttzutV9bSWD6++;x_-r_V^}P zse}wj$CDu8s;52l%^PkWT`smq78yvRVsE)&gsR}n^01RN|B0rb_xQr{bt)`V%<`Gb zTK_%|KIr1Eg&P&k=WFB{Je*(3@aVSuxpR#}Ie0Quk5%{FF#$6KAH{vlv$uhjN!Byr zBx~pNn~AXWXt}!oGe|5v_;z8RoJWmCJ^0`D&;3?Er`vt|J>||}ea6U0hS04jS>NAp zPvV?SzAY)>4(UVB_QSYwM?d#nn+nTJFH?}FrlsX3Bevu4{-rw785XGMlcRlnaY2Ty6&!Hp$$_2j+{_C^-Amw7icLvLLC{bD2|UYG{|d3{lHKM!H8;Xk ztH}g_+I}VqQXtT5I0DdnuZ2U+OvtZMZgqe#vrIZFX%5!t1{^ET*y`bsAO2kH3+z>j zL>_UpkC(iViC@oL>2aUzJCnesii&W+9@cSf+@J_P6ciB=A?bCj*95`=pvb(5iezB$ zyCBpUVOxn5C~IH~GQ}QjYzg`;He%Ln%oL=+OE_PtvI$^OzU5mw2^WZc$l26kXGc!e zryM(=!2FQ4(B;~9i>ENyRjmXLwN%9Qr-JH~iY6d015PZgm7kpA17QVX%)-J=dTwP< zzfyATTr+=`Ql)y~T0_ji##Ea@?_W_XDiU;A--N{qfS_G zFr&U^g|CP&kPf0E;P#!w0Ul~%_umg%$rA7en{r^+oU3B5o)Smu2xe^$tn-^j!mU-M zQ8GqmhfFCbf(dBl!j#_=M6+{@Z8ckLVhBfYx>}=)@tWjnZ`-8gFH*9CAH7`R3G)L~ z23((vhd7`Nk#?iFI~JE94yj)cTOpcPG#u`MXA0lmG1hz>VuIDxrcUwbyP=i1`rCN0)mHNTiK`eOwZK7Kg##5Kwy zW1q5*(y-T|e{i2jBCk8Re%q~1yfA{~ZQ?!Hu_XczxDY8${*%cQ)jeFz77$@`>rVOv61q?R21hAPAK>25|WHX&UYwYJ$a) z-k)V6dl6Z1D4mgK*RsXdm&SV+8jv6LwQXv6gjFaiFBS}#1v?c3ix^Wuk9EAc-l~yF zI?&tVHM=Oazow}=lA75%sk6K#9n14BRUfxyiB{h$xQLNdC?P3q^|Vb{3LKWVZG2pU zxSrB8#%;Hw&56gkyrbj1$kXPY8I@JwU?$AN{W+)1tiy1}utVD<@CB(9RKi67R@|lX z=J3-gxn}AQrrMH#myH9YA9;GyxQ8yT??=o>)I$332#4ld|J(1u-iY`g`8{<_lr)y? zn>I$ZZ)p4!yxPheYgfbe(S|tEywQvlYnp25AOZ5*`p022Ww$n!j+F)_8V*JJ&^nu< zGpvyc{|w%=SXMC0qGx{>WSDyFielci<9Haaa@Ws@8FuK~*PCT4z@6r`-`M2PFmWv# zZCH=Rd_Io*>zY>)Pn`NX`_6%MT<-1io3m{9rfJ%l=CYb0tAM7(t1q0zgHW1`G9v~ysvQYcl@x6$o<5lrQ=jTJby;aBJEru#D zu$tcbfo7XY(Uuq}#DRfKcwGH5DxSAzgSBC7!9gz1<)!yx?&D3z(Sv#EG>F3x)0QH- zymcJErYGoQ&bZjO%sk4ni$6N7ZQAtd9>WLbmN63zcgcS>cDtE2m^faoX0T^*j~$g` zp!I#n?F$=sO|MXT z%SvjGor9bDDmw+EMYvxs-aE$b59Uhy+E}2j1-AU`m87uJ>VsAP{tZBM+LLiwX--aL zcz>{IZn9Tz(wEHOftK%uSE&V{WI|jvnhlg{p0T{YI@dbItA{uh43JEBFMTSK3jMLMu34oaU*$wR)8yTUcFiG?5w0fxWq_%Xs@G z1zBh6OU>+ry76f)i~JuIPlwK?v<0AHBo`VQ5?8xy)r<)W>T_ z7U5p^Ca^_0xz5WQWR-y6-eQ9pN;bJbpJWGv!FuoVnH*Y)f#6lt;Y?$p^1#IbZm8XfKcg0tSJ^4R}4R$V`HG|A4^Y;c|8&Fk`0l(kH}GkQ=c#XT1CG z)Gs50-a;Lcud~2u&k??~Fs1fp@@tZ{8W zP+QMsc}Ha;E4xzwQtssxvCmNqKzIOw$U**!Bp_#?dfYfcsCwLgE`kc^`!aU+_8sGX zEYT^CG!!xFILjW+Fwf!{#VUD%9RO>dw5vi}|@U-)KDQ#HC`hb81rtDX5 z#9CP_mZMDYP5`n2MLGKKbxOxbaqatgFYd%(otXeo0tv7E7D5O$89MpX0|?{x3w}k? zb4=>>`+M$boU(q%LoI~;C+Rwu>@%nJfIu? zSnN+q9){BJl{k8S?Z|VN#DBjD7k{plne{ZZgT`8b&ttSYOSi=l_rFLufs3Nc)i-B^`Z^1Ucm z+_|>WJMtP+Mf>K>o7%3tr0yd*<2m{Evb@zL$8k-!`r~JSA)b?II~zN^lLPCzrxK>r zWx3H5HR%0H$kAB|_*0;0xk~3gK7Ie3qX+1HDOt_S0dP)5TZttfhx3RH2#h81>rV%Q zWZ^6P*>+weV!*gzlzd2v{taK0R819Vl^e~V{&qt=aBO=VJTaR-?58&TtU@=v=)Yv>>y_VsJA-N;|T>c|fO!TReerVj>l`WmPuf zD(%LP-GED)ssBsFMgI+14>Di9_why#G0`) zllGJGq>1M>xvKoy15Fo`qSbEVwmsdPO&}uJ}bQ8j63n z50iK#tuu)naOl7M;)+#IM%-%k8{BnHve1I$fQ|vq`Lc<%acZK)e!yn$q(Gjs3+I)r z{LnUrcG*v@*Qa~S3lH=^yB!y zRjo98kbd~tUppl8MDbu;e9fC5d7+=SmZemNcw}-Y3gVI9^#ACJrWJ>yZ#fp`5)%>5vUE_A)c8V&?fvQg`{A;I#u>Jx22gZ#RrDn$GF+WJb(Rd z^nzq;lVx(qQYRr6^GyEh*_*BOg?;?UtUy`Zn-x<-5sVb^_rj+1{o)aLn~z_!pz>2A z&${cVLFezsZ5KBm;+Mu|ExarOW~tq6N`4XkIa$JCX;8%3$Qf?CV0QRg<7%UJd$3_) z_acg#01GqQ_$TkjUwUSah<4^T{78f_zG8{AI~0l=wBUev1OEw zYM`UA;uR-kx-T#ML*8>ovPL@S7P$lapwuA4gm*j-okuDnq<;1!WtI?v;rn@fEKb+IMwO{y>o8REAEzgf0`UdLpy+ugIJY@T;)bxgp1wUKns?{z9gR zJ6l;lkq0xrukqo86{i=Jm14ZWS^KQ3}V zV~h10{DOXcYA*5OQjX8JN~2K;O&cQpivbQL(^ZXBJ3hkUR{GLU)Jt+U^5{&2R9-h0 z4@%m)=QO3FglnWp?_yuN>=*a-xLC>6H%jVSS))eWY?f;;?IVlj9a)nlER&6tL6uen zVe||i^$)4b2<75pE(&`|1Xfk`14o&fFg&gdeKB*|e#-*hD)rW#N>fwrp#8T?Y*ylU z7rnsQP}RIr&zmeRVh<)3hhEQnW-!pD>D52iH*wh=7l?!U()j%vb%ohA0R@XXVq}=|SZ8s_c5BIi7W>aP- z@8#?gntFy{tv3+zqfY6gx(pKSZvyg>!`pYFa1AhP5rTjdgA#_~{&8FJAX(w`Tj#nM z9&xG}(!)7YSj#%cbrexGe3{+=(~~mXlC}}?I3>y15UFNIUsY19pf>5MS;wMg&bv+# zF=LqDWw_ovLvS{KL-}rhtK!3g-xpo<0c6;KywIlSEFjS+fN>$UXka_nc+k6^7k(_5 z>Xx_FkgT4*lxJ(giC9KNxe5f~_BUSbNj(^yCr|wsKY-zVSNWvnntj7(v4^_LIXv(I z=XA_pgWD!mUi#DyHid>b_Lq%_^QsF3?S%Iw%O>9g>@$3^eWfWdB?EeQi20I))iP7> zhE{rd($k)Ae|)|4DfUB{j+>+lX!DtYHUa8&jeg#`+vWU$IP!kh=v<}nis!dq)#f|J z2o!3o7g`l5R&df%I!UqRd(YQE93t5%=~_MLElcH#rci!;H)z#^wk%k6V!R(1`@GFk zV82D}$VNl);`JQ7Sn4~Np8L2k75S`$d#M%~w}jjaztHQs_*fk)?aw^b=UZGpZUR>U zBGIDtb7a8X?9wBmpT>UdE$BbqZn`8|PqG0I`poMW))X+;V&MXS)Jzbe#oXGO)4Mu} zuQFkR4b9unZPpAbJ z@dY0ZkQ<$H%#H`rl%?FrW!=$L#EV^EK6?TwPjN+CzslP)EDg2=mKab?=t+#JIIJnW zTM!o_dD`<5m1EE0#-PKfC|$0xQOX36PUoT+=;gvqV0B~PE%GMT=CQa_X?hM>J8XNs zDiC94U=!Ablkc2?ItEU>-*y&KlHtB(LD}y!1x@SNAEc!upd$YUgJ=u5MxeBSJkb=* z^mNl^<0Y^$Z#4%;*FD6HlW&0NQaz#d=p4gZ7B&NLu#~jHMgk;p#dT~QW(l><^-q8; zNLKiRAougAe7!;gk*PQ?tobTBn?2=0DoU? zRD-NApz(SyUE==D1hX89s-{$$KD0kOJvr!aJAT9=?@J9yO^m#kp$lL(HbN*Rkv0Iy zdeyxSt4^w&y2z`E^jkHG1t=S%v_CiK5h}?Qyrt%kbc|wvXC}cjxsE1#7L*794Cg@o zpp`Y=q5W~K=rs~J;b%O^^w;=*dt^h_UW)aQ&Hyvc7{TiQ>z$V8ENo)_gb>yS`>BK( zxSy#Qa0Q6$o-y_ytKq+9iHkkYQh;F}U9od^USV!YXAaum{F;F~c4!7MBQ4MdG|CL{ z*mrr`Bb8X$gi1ex4G0#j*?B<>QKrH+q1_MOQ`nxYntAnb`q>2pOv#Is5`?ry_CwCq zUM~*NjAF_E<7BE&Ab+c!oZ<^kJ?5O#Lt ze}u)klQT}hQ$YM3334}h%;`F2>qC!XHzhg5RN04`rNIh51wGh`QHcW~VxB9}^MdG7 zkblN+HW9kHPlmbYac3vE%Np<8h`z1-7qByxPkXjx!iX~Ur+?Rg&4l%Xvrnu9~dp_o_TG~`C#m4qpT2cB3v?zV+lJaE8n+Cv2 ztbB(x_KDsQ&NgJg^+SkpJO;*9rA zoKTe@^a8vD>{-NfEl*w$M*@UU@p!9CUCf_K%>Xe004e^<<0)uiuPrWI@E7OU%7m*?5Z0Y3$ZAstcUY`cLWpEzV5f&d|qH_9hKRKt&1_Mv&I z4a$_AEyM zSA4;g%c(&u0s@_-N3{WO@-O;I9EiKEHEE4CtSQS1%!i$FvA{go46dh0L`f%yrG(5c zgIt+7i#fzIdYY(7CI67MXLetgF}1)!yMU0G9g(90_CpYZY~+n-Us9ia)&x64`Z?TW zw9|O-GV|iq)G+cq&N)dsI+ZLye0XmS2#1aOn~v2Sg>1{$t-Hr06@bvk<~^&{j^Ku& zsw3A^r9K2)ff4SmW|zu2Ecol5Z!P}dM_Lwt#JB^yDtsjTn~#YFxCRW2B-WB&?@Io_ zr5M^yfkLk>dH7Okolp;yw|KxQ}&sv zd`boQx&u}Nuq>POt^g$O{P4f)Wr$WxK&$< zc^yf4ifjMD;+DMsGePt;W#5h3Z&+Yc+~D|3r^}lDpw8%U{$63zrB~t#aU+uBEA@Xx ze)iAG_0_iWHYYk8q!q&}1%BdBty9ca3&tJH_(P==7Vc?384CBrwhPP<5PPx#j54}@ zYaLb9LwsMG8}{r?1;)QR^uB9Ue8@HW@XWXWTW!v65r2MSU)`mCzsCBLsH5ZJ>Q_N@ z#JX|mdutW+dS)30-ULh9iD%mypZ0p~`yVF~pPzytUF|#BgczjE zYD|Ue%=47&l-y)FteQ(+|4C@r?*QmC#FVnMuJJR7!@ea|v_i3=%4W;4_WK%6ooa{y zrAA?ty!az={h2zXbkS$_q<;jVb&kH!yLT*m|9r;cYd2vhj^MK*<*7yZ8mSV-5Rz%XX6>FnUi1(&a8@t`tG9Nzpr|&DfI8yNzN=v|t1Sb_b|*q!YBW1}{Kpz-DUKwB}81~DYZsG)xBb}ZcP0|~P`u++Cw@R^^Ad?TcSu9CiJ0w1{&@I>_9BvCPF@^U;EXR1(C#Z+7$$bZ+WlSXs$uvJ5x z!#ka3^jO7Vz4W)W2S}lLISJ9Za`_Yc#Hh&XGGxJCh|k}OWrU$c!a+*@1(q0I-NB+N zjt1XRfhHO1$lO~>;c~BHy8V-F$h%dWs4fhX3OtEuv7B2$~9Ks2@vi3(Qtf!9bwYCCx#%N16<}dE`)FB+*nivS0Djd67vgi=}y-x6r@8+`&R2eTi8Lj6poNL>_pP5#jfQw4so;x8~b_J=UXCPz8!k* zSsv{ZfE6Z9U2vnEEr5**Gy?zE=K`<>oJ*D8^?ucdm`i@uYyQ}o}Cw`@GqG2Gg z0sO)gJq+;ny-p98EqMnO$;QyP)EL1ZakT>^0u)N1>XhP*$3V)U^IWQJ3EBtV;2cR5 z7yJ~hnqDBgKjTvg;6jE95BIywTh-G2n9X`TebdZGoztXny(!S0_YB~T5{1$;?Lt&C z2m^gR55Df+U)v_QIHM}7sv@x-ZJg)njs3$=u7Sjx{SxP$m$lA!(~hAwLu=4XM>0=PoZCt9;JYGL*hZIUDTfsbahaZNNBpu~Srrl2Dn$YlAubMp1q ztvpEq=yY4eI1ceXT$CiaZsUKWtbXC*mr95`n}%VLq73_L<#NEe)y=6xY+e~Ka@VL0 zU9+KD=OY;<-QThu1&*qko=WzDZ36VyGa00aW-WP-y;-TwGh2%Fn&py7`IF zjS0qo4P^NGq+y_v+&R2jEkC`O4MbOfD?w@nSl}0VvM+LdJ?~YN0ezPKJqkbV$*JH4 z0Pz0aKl*A(@_{}OG-yzhN#>D|fIhp2h(%@SVF(Dncx}{7EO4J~b6?iD3^IyfG7MJ^ z^|yu`Z4LRg{u{N=snG-)_PKh@Q3kQw-<)eC52mHC`!bkB6E}!BRT@avQ*G86K^y9wBR% zUI3$6I4Wxo1a4RD2-xQEmu=9TIY8fD zaVO<+^bHVth`}AT;JQG{;tAhti0PN3<;(dxZ_P`_wqnhi$=Z(l+h}nZTn0k($dcht z3gC|LjcKS`AqANndMwKIN@=jXpp+-TrNZ}mfuVa_z>fTvN7}+!=Q_v)0FVBBb%Km{ zMTNN3v<*o9fX_5I=WOeaz&Hud0ciic+uemRs=c|n-`P#{hQI<4o72*~&QA70)B6j1 zr?kz-D+t07F!sNko*dl;9K%(b^g}R62!lCtZL`w!7p9gu}5smSf@x>0DVooyR>SU82$ew62imMSt+Id3k?McHCf<(mtt#)X$##Hn{ zE5au6V=w$5vwN?3Du5=9vuNDmc`E1gR8&aNefvE-t8znZ1<)JQ30C8l~5@=SMkYie2DxmjSdOh&SU{gpS37B)|Da7YBuFLJg zX|riihadG|({yno_9H5)625NugZAZUWP~at5JX4poouQdv^w6k*2r3BTp+L0D+C#J zuf8iNi1$dc1X>236KEA1q6$y(E%H8lD@2e`r#@K8dpGf0b6|c_ajquIAOVj ze?~dgtc#H?p7D=amhxKi z>}Go^A$aZ{hm#hgu_2zQxQ|R=Qo8ZWTwG0UO70;lHl3n{26=i52Un7Xp_++(@CNdDi;gAKzMg-^(92>fmtA73Yy>&0jH3&j<~#OF2=7R0b)j zkwbM`4|Eu!g6n_b%!%6hT`QR_zSm;Ecwy_&fX&qQ=Hf)(d}{BBog7E`-A(UJG0vzj z)(|SUr&`6leEq;lqGmCb+|ldTq+RPnyQ00#wBIP5gW^M=^C5UcHN96@5650Ru4sRR z)$H_DosN!&a8yG=fSrT;lOL}+#kMr!hF4WSPE-ku-Jr~9YhfBz>}L6O!EYemLy&b% za_rbgzlTI;v(*egzVjZWR6}jE4*~jDH#tjt&>q-uJsbhzXgwmz*c|VO33@|WYG7q#1vpN?a;UM1Ctxq>BdZ?&Ik=+YWHgRHXOhM+MHr>CSG(I9cb;!tsAM2db=+WkVElKy zP-(ueN=M_+U_XD2A5RGfrs6f1fWz=sx6H%hRGtTYapi`L@owC+ZaeUPOSoBxH`~5H z9j~bndX>U7bnmKu{Fs1AU-Pgg)pC$SviBm!BDpLH$!?b&>PLAxq3SyFBPdWa2j7{D z*bMQ6HpeR@G_*ZNs`w)7mowqZ!_sBu8v;dcVbSer!y5u7ZA^qvk0Uj2vaxm|=pk4N z#`EbM7JJ6x+QX+T*e*}E~?pF^v8rR zn~~2VU)TvedDOLJ&H|u=A{t+{D1{$*xR}J?2&4VNvIbiR@-94Av9E`8^B;=B9_uIS zZft2lhM=y&|83-^cl@2M*Y_y2tIrob^l?MAqm;YM{P*o2rRglzmcB)z=HBm=Mp)B2 znraYsecpVl%BV(!xkNoQUpe=^k&&-2G1L*Swy88iAlmSOvAy+ANA{?Eq0%@w5Yq9p zy=Ih&_|MUr9#>q9EXInTnn?audrEwTPW;_tr>dCpSZ29kfC9%xx#7dOUQPOE4e?Tf z$@*6G&oyKyqZ7oSLxOpBj#ggO-O|m>c;o)S?+++_pW;DVkGZg1KWL(Hf4{`OAnr;K zix70QOiazBGuvz`^XVn9zu*|wt6GFnA`DHPaZ%l2%{U=%qlCMg@@%lU4vLtRsW={) zX&n~+cT}*)8nu5Q2wJE|`^%lyidRCta(2KDnlA^2oxisF^o@6;ql4sficnncV&pSd zixiwqv-iqEFbGNeD>7OC{55~Yyzz%>Jwn%m!rbHoQ=0X&p;j~X8rMYDJLNsc=BXj( zdK?KmpM1+Cvh!Rj^2(8=%|AxFjjpbCv%2iO2@p8RM@+7ju0Zd^tmFgx#hCBZwy9C% zPl`6cV2J~k*0HMM8kf>wi7P^Sr;4-Yt3i=Fk8UGmW;hBT?2dy*hv;UE#tU-;_d?DAFI1_+9oH)Qy2c87#_4yKEGyE&pSWK z>;hM6)tDn)@(y*vF#9X$!f^R|GvVj_BeECK|LGw{GFa%1C*~5Yt#&*1I!z?0jxGd3X)V z8qoZ~`8tq$HlOkUc33afa;)e_Us3y?ySA5sEd&-3nlXgl!o$D$?5Me8XV}!V!PhZk zV^>_D>|UG8{$F#;5&Ls^pB=QZGJ@pMNZ(@^qlct{GynQqkwnTGs%1Wb7!oYpxcKnt z!n-h#)B#vghF*WqUbgpbpTC8;jq)EfX+HJF#9+mw=KTx4Q}|5MSLC3% z2TnvdzNxCY6>FX=KZERwYYDNDz(SKj5V$i?*8o+So^B>=obELdFw{oNn0a zZQI;*-Ee(C9SRPAiiwR#&nXJ9aj$ZXgNp%p>Q@PdSew27HcJEeWWEF(cLe;@f1SUp z>aq6g<>Y?EWD6uIOU5MM!_>rE{-g-N7o*>{2KFGfSW6x0kNF>+_~#YdhX_8znv#}F zniptdDNh76`4-uSW&xs;lwSNJbdCJ7)-0Ddq@m#lXCO>*r_5ufXlWoh@0dQVItxu4;u`?25R;J}NL z;AgEH8zQy$+nyi}G@S71LyR8Mx{S~P1eZKC2U!3an_CKCIC8RBoU9 z8a@|LeXwr_u2(`%xWG-3bVho5((v}nM?QlE%YI~Z)g#ZSatN$SyWUHzsEQRypjvj< zC!^eYMLQ4$$~t|;IP%r{^A+o9!jgaWD7yQwDRt0(uq2Fb0XWn^54gr#&5pF%7#C7U z#tJ>tY^Q($z9WjM+Pi%u)}`uky(|rs_*@Tw(=uZ4W08FA^Km@5y~8mV8@wiG)p353 z*EB(df*>gAqPp$=IRl}m{A6v_CPp)A_@B?>X#HC;+(cp;MGu`@T9`?D9GL~P0$u!{ zGE7ez%=1#MgC+Sn_E?1C$?eMea+ z{}B(&hrwl4emOKPst`${jWATQFk zZ=*q+Y{qsG*x>FLhe_lf&Ri4LkG{!{j5pPeFe{;g0MdtY&4YHb84MA~w_`kRkLhd# zY2%is7e(s47rm@#RO2KpBz-5lKLdFKwN4*<`yls#)k;gw<8Ad4b%~NxuM`sXiS3+J z-EcgC-Wb5GaF1EW*FJ|(iIutV=yGY_TS0K`7uZ!M$NA8A=r$qM)gTU<8@Ox#Lnt%| zNDGiX^y47Bwfruhr%E8xJ*Kr()7pa)^#g4f!W~%8h?aK|)9Lj#C+H(DesM%|Hep}; z@j5ceMditrN})&v%EUKD2p9UVobfOB@DC3AxCFEs?{f&$eQF+WPemTkT0SCNqy5Sm z%&kHWas!`Ij1yBqCCy#>?2Zs`+1$1wHIL6a>S0C-8B2_jk;BWVWq0S@Cqpo#sN0G} zo7hR(C>V9*|2(~Qo`D{rQYcon&R=60?frWQsc#ae320R@#thZ_r&2!FOe|kDCeEC8y0*Jl#>UqsQu;hwQa_U2 zzriZ2`14L#$R#3TYJ0Ye(UhMasH3Uys$N7Zp1x4L!i5gJ>F+gjGx~mfo8hGp4Lq;% zqWgi*9$xw~pE-bU?p_w=mvdM&dQd3fg37cAw?doAT9 z6!WLvsP-3JpWbQc-5Ox*m$fuJneCrhXZ@8uW&Sq1T*ECW3tn4$GrTMSfioHW~9-|yIa7aYK1YwlbN7% z^T}c9jc)4)BlV^MgQDlR1Eihw4-crWmz7^!==1W^mr%^B%2(;H=$JShVKP6}t76r- zb3aKudxZ@1lwq}&sV&QTlypb#Md4Z(A1b^lheO!X zeH6}h>29km8B9#)!ROvkeX)_wYi6%6gV7b4coqfL9`d-WA%z|9` z8}nrMQhV_p_aq7d3Qem_6MJp15=u_?JjCA)`)^6Q|0ZFZeEGw0XX8hG)T}Q_3^>+Z ze!iIZIyAeR^Ck3rC&JxJ?^c@P=o3Nr86BPUrV`b~SvTWHC=xIBp$}q`^iTPgRWbJM z*@eF1xCyC|z z;{2Nk&g!vM%(jRK&IjLQ0SBGg%;OJs(zT{v?;U)^?=6eZRv4$0EfVKbdpYZ=qnL-# z3C>|dRt=2o4JwU9W+M74zVaus^=T2ky7>};Q#4{f$2<5<7k4)E6JH40)~a&p%92v1 zO4`^%DL?kMftyP$%!ie+D)$uv3EP|dwa;C`A`noGyj5RTzNSDh5hl5F{eu$HxB1E9 zFc0UIpBiU=$7W~&&$$1+VA-4gEh%~ND)$?jusce5&q8Nsk#9xa{P*OA1bV+Qg;G_}F z`Gh+^SmWEO$8;SJOl%a=U!_Rf(&X!3K!DDu;pxRb$)iH@8@xs}8FZh^Hj7G1EbQzq z$bPsiTR+Z|r7dtVv)EJm+?%bft(v)HJ9n4_g^Y#=$(%0=2nZymrUHQv!!A6Q5sC#d zT^^S^?(D9OheNgLV+#xXK$4&0Y7tqwt;`9TlcXkXeD{lV`)9{(j2@kvgTZeYnLoS? z4}JtC=QD4=!)+T-dJKwk#N4F4Btp$!K%9Xbka!3sXND!8!Sm(1#Psxz#r|9{luRGx z<71fLaY^97nEekSg;Vj`f|pcg_GL329UZU--)^>A=k~)PaX)p9pyb>acb>ulgfMkv z%VAYMQmE4BLXXt|Q&Li%9xmqYNX+-8cfhE-nP3+}`4sFdC^|K%cKs-R5oxU42EBjs zp3eEcv1nV4AI~pPfdYUU$?7K5eU;IGJ9T`p^>i-DdizXgaYM4|HZ~o+w3N?dn&h~7 zl$1onuBQ@-7m5uokg(V;rNT2;Nm9+M5WfK4`RHhkL4*7y)^ ze^ypj?qM0k95P0fqRgVf1ZpUEQ=2I^83cLO;^4wvaq|IW8S zTA3a3yU)I+-vAWi48qO~-Q+%@kdTmjW=H6UZkofUsIB=v3okGIVSUId&gXq^FUw|h zb937dmfFWZ{=s{4$=5VuXckon|8AQ15{JE`<5I6}=J#(bPYUP7?FVSomGbb;6QYp} zFFfia>erj-uy}Kum|@mw$RZ62wI==crm=-u?kzS;);b69-Z#1h`li0Uy9bvNv=%EJ z_LU(bgZ++n&8@5mQ&knZ;_5WxZ{hs&f3?v~1j5O-Yt(TZ@6!KJczXSGZM_r#6!9A} zMf4(D2BH8eTR%O&U=Rtsfs+9!a9G9$TORg1FE{N+deWg*2qhkz{vA$dyG}DeKpEUB zJmZJ3%Vjn3An}sIZ%n zgGUM{Ki-@0aC6Hj-%Ymf^+!)1Nn)@4zJSxM{px@tVTsE>S3MrA26UUCcFYbVa zko{D+;?vTaEVq?j*biSgHH~BZmLi;Umo!rAm>lRCtY@>|!Wrym9^73*lA8`7b z%uL^c07pwp>*vp(EwmL(L;v*x9iP4-!l{T3M_vx-v*gZKr+#;Kc1 zhSbYXf4;kI2d-$|t}kZM4-#*kpnTI$z+ zIS7-wfu{rKlCzNe4H)d{wyMabbIgvza~<-R>1BEMIZH&PlSW>!wZ%QiQ> zrOAHdjFf%xU-U`~gHwJ9@h4Ct?u>PN9xjQa_%d-keWGVOo_{(ovMNQ^f1F6{q&j;|HUjSsr5T@k_Hi5EhgjOHnZ0KsA7YeD@`!?vbBzhX zNfRQS2{OuqF7IZt+a79F-j9d~K{wWyBnA;G7)Ypbv*lyNQUyxRX=k>FmZ+F?=Th1# z;bqXW3cb&4M-8sv276BSdAz{miDNMjX3b81MWh|v+48>7_wx!@DG!gr9^n_%ptb|t zOvQ$K;tR=Q81XqHNp2}s#m%y|Fh}!hy5_tLdK4GwdOsZbxKWrk;y7FE73E0pD+Q~K)uma7)u)pb_qZ4lekC(Z*oFU;;5mlis%~146p>a`;$E{56 z_|`h%{)@8QqIvIiwH~_T^jSp)+8ez(qF#X*raDs<_H^Zp9C+U*Vehv?MeAr%S`p9;!W&2*mWZBWv zq9ll>H-Ao;HBU|HA|-kgPC4TJbnCEz{HlysGQ)5G-Clm@mW+Irkm0|zIcoHl@;aCa zs-jvt1DZ$4Cdv7;y=l1~Aq->*iV|BMWT-~9JyWfwj&;9~y@_A4aSV==scFMzMQc(M+!Zl71cOgM~nr;_AP zbXLEPKjtAtOI7d8c>Zb)9HuDG3`&YmvhpuLECo~A3R9XmEh*7hrF9f3Xzr$wclXIF zosMW)83smX`pyaHOXdtmy)V;B$E2ALmFNqZ`PN${+9Z0>b*xcZC8;!K`9-kwm{0eL z{nD4iER8#;WOe(>zG1u~bH>zR>$H39hqTekk+l@tOl-P-Mt|dem7L8)iS`|PZ|U7s zoAQ$%540+^sQfNOf303JS<*f=S@YH+^d#Xd`<`E>L3rF#aWKyO*Z(@k?>^(uJ%6gI zapmOv)Ci+Tt4}%*bYVtW-J=1RW_Hy?0u^J+CXQGrjrv-=P_Fd;S6K;OmNr==jpBD2 zmja=#T{DFCkOF-{KUXZPm}oNU6QMP=N^W0hLbl39f!+mkHm_y9*k zQJ$=BJWDqwyZ-BuB#4iW)dkgrmM7a6NJE2Uh|{|^$uxy9=|ShD3hIVkcqBH2Ufnnu zDfQNsPu_JD;0PhXWH-1MbZAV8kiTdDu~;SiN1_ONDtRoj5@;cLzib;B8wHwR3IP5IJEi=vTBHFsA1`P9((XR4P_H=M3k;O6Me zovFawOi6HPL^jdob{+!;FGa1ZDlwet4}47-I=}cP&lWw~%xGrQ+0%?NdX)O*@lvjS zR6W@t<&xxb5I;}sd}*oQ3k#IV>!cx8nIv_!?z02Gi)j6c1XiV?@5zF69aDrjC3G|cdwlVPIqkHFwi;;|B&D*{>N3k^ogSv=*hkdo|$>WZgRH;)5TY81c z6SS0AVquEXr)~;VHq$oIfJQ%sD(9^6aREX9yB{w}UFoZlg5O?JUN378Cy!^jm$TKR z8Ek!$Or|t3ec_#aZ(w0?baT8{ZZTg}ce+>K2WNT(;X=*)H(vgdg)>DM7@9R+GZSyS z?6^OnXP~>8Hotf;Do};(Fs{c%+boWW^sS}mV)HQy>1HPP{E9cJWGw|mb4c^-bojm@8Oj_!#B^;jcpL`WPhFoB ziX<7OTV;PW@N!FMx9&3QOIoA%Yq>T~VKrPOIT0EqPignFTy;DNLew*>-Ra$np^XTO zws1p`zKR?u>6n~6$LM~+FEGF5&I^TU@l+lKk_=9WAV^ZUxldiX7BTgO)7YF@dqK{6OY_aD+W<_D5eY zbrN3rj|_>E?`T_TU~`bwEw9XL((u8We5981LG0dlQ;=B|szpzHRUn-}-%;~)1a1q6JfHXmQafGt<3)7KAIlOO`K(qVIwLJAwc|W0`%52M;RJwt4ix66 zX$Fhxb1Wg9qhcK{SR?DW|HJ&W^ZL5U1q8)sYaaCgy20$Z|CvoP2wO2Q`cAK%XfP~- zLkv$-87l-~D~!SRSP|?&e^)}ne*LHY!eZ7FBbfH>?Ch|g*s_(~hRTe9LU0Hrpw6dD zdAWa~4Cxi;5ZnVD=wG~MC9((xCowDS5bKG@mva=2=f3{K8-fL5`#wK>{O7mes^DD8n8hpTn z;9g2hNx7Gtf3dlYCTM2|bqtF>$gnkJpo+j>enj+D>3w|O>li>x*pxpu5|tk;)z>9I z*R|9PIel!R2pi^aB#_6P+AU_IMSv%mo11eFgKAO<&AUs7^>Ebhg98`diLYtTj}Y^x zFN@|}jH#ee%-mdt2-Rbybrj1Fw`9lK*=xT*(fe8Llupk6L;Kt)a(BS78XUMAe`3{^ zdR?eP>m)IoqId5;hc^oODWksorR5jU2_=KJP^3GJg^5tsly-d~!2}{Ipd30+Nk^@( zP`%BydDX$_Lkg~8iqoU!GdiUhsNyiQwN+j=xd;Ttzn(O(eqI?i4QPxHs2^_!dhFD- z2k1yR3879a*P6kw=o&CLaOrO)*a3F1h>{4!))!;rOzy^N4<9b><-CIJO5ogVtDih^ z`~`Wh(No*IcQZAB@FJZ5RqM9jFLk1YtzD3dvCM4J*`&XAodCYyhEMaJ54M2-%N2~h zQ36~9G!BT^XM1O-On_l{&4CGuoXHrpjri4EQ+%Os3&6p13ebnK#tXO;0iUB$ke59X zixYeRX~BiesNWE1lL8cZj`{Yzi|E{Wul?^#CmP2aOlNl>l81L)`_~;M6a{-dJI_}g zykLBU9PJLaO>96*Ee=7@wQvXj38ACC`=*TQ=~-8H=NpoD-fN)z>gnkPQjUbH&P}SM z^uo1@W~Zw?-aC0#VV;zd(l*iPhF|;!f$M+0Qe81HGe}~3sDnO_LMF5Hhj3y zjGSRovK$)T%Eot?8Vn~kKvyj8lFBrRELaPDo;j|WA4$EO((0sd{P`p8OY?<&rvTX7bSaI_s^W7s-r>S6<5RP|(zRoyX_UGec@gLf#jK%dI+T33_f(5hy zl0Qd}+@cE3V!OXCb{$Tau^y9S-e+|#YrjMR2IB`-MRBHHl%0Y*4!F;N@_2QFKt^43 z3>OFP=$guqm!xnhv|^!VkBd`N9`t8|TLK)Gx?XCut_%&9Hp8B2XUMw=xia(gS+jytCBO^Re|@tmNsugmv+DSFj6|%%8n*mJM%UvZ9aV(Qn1wg z-Nt4>hlZA~*Nl~)@yphPakh{p(lT7-7<=Wn>HSZicgi2k=si?Q?wfWJNMyJfnQ0>a z>OHaMZc~lnoY|qqEh>(3RH^;(LZV)~Mq3?@wgD+Q5e%TIIWv~L$ZM_Z;3MUUT|Xjj zTgmR#_>>V`*S2{lJu?*5;hq?u*Al-E<`-%6$X8Lt+^Sew}Yb zVdfuZS+ZgL93{Ha>JAS@pt5G|D-GgUj%@NLa7ms?4~sf9D;15xE zAQp=*P9Y=waW?;siM8^qU+`<~s^y^2UC!BKqbKbJ+Q=p1zJ_1*IS7JF$#xV1Hr*YEtY}y0s(+^I8 z2D%0}6XwMS&5f3_H3;(e?IL-d9=E!at0d~ z{1+lV_L?yJ|H8u09t8h`D)qSHjbE%1{|960an)0fT`c|YS02|-s+np?qWQ%vN!06A zN$X}l^EoRJyjdq98X7m{WmA)@AP-&nrosyL>;_6p0q*~r!W{hncy24m`qsDdA;RhvKjTMN#f{84fX!iFz30z&Qe10 zOXr!`AJQ^I%xuiCHFN(*f3JAW)zVhuQo^DDE$cv)+*g};Mx1J&Qq4EhQ()&DGVce~ zR#IWJ%q%}C7fV1&dKCVWK@(S`mVeE#Y74kA@ad3Rl@I4s)w9liy)5ds-eNpuyn+dA z&Jzgk{9KXXEAeRLd+DE@BqVq2dG)joUw?)3{pigfTORpKp~G{2Z6cc(@jGOPSQPMT z`?_g*A60&l)u(sC1Z5exox1@H3H&7Qs-7!fLIsXwU}SRjtQI~Wcl)koEK&;D>4C z7n2UY(lyh(jv(QPyO%W+&p$SkRF+-%QxE6ML9^z*?-0e_d0yAR923#V(RupL-S2a{ zPZ~VXib)Qu?W+&l_zK1C?bskLg}%L0s1o*Eee7*c9?1_-0N16Bsfi$QSQb2(cvj}C zc`99HU9lK|S+mHnTq2uovqraWrku8;-7e1E{e0|08A1u8%b`jrXRXnBU!LWZ1Nuka zXtL#~!>{YNp7W8y^BxrzTc#9qDzol!BO8$!k{hR0Wgi|Mt$BlVFt0y{y!`D+=NLh{ zR$Ll-B#ASpPcRsx@pwt6>8%c5NjGnGhD!gE>Sw;vU)?G5UNGPs9`SqOHO>mm3iH&T zE89(O0;1IIsr-3VaY@#It&H-g1SHf}DSDZ`=xxX@Y~5E#Wqmn8(YRz3+R(tE)}fJF z?h>8AfHcqvs0iqA!75vPZRG@*H32_D)aR{%R!5zzyd^%Zv_M3_vj{VN?|}!Guk)<# zUok%uWc?tI7Iiq1FK%)k1j|D!KJILix=qB#SU%nrU;coZvas7h{1&O- ziL~ET3-lAA2XWWU>;J7U3|lX_Y+8U&Y)C-$^mR{W-p6p6A;*&Dk^?nT^7^DWl5p4q%8?U9(dh!4@s{&7bP_Z(*s?nOG-gaR^8 zWhSo$_02d^KMwURMo;dvHY;J3R#n;>G z;7>$XLnL|K%0$=mK3wlDj{8D&wn7;61*CtiViL-=yYHtn7@JaswtgQqNd|^3Zqc}} z!ECL`X|2Y_)NuzehLWAOv-S%<28{hBND9kPZqu9G_nDrQ1G~?CjR6*gzAdmpW@(4v zMqDDN=A+Cl)@YaWAhc}dTt})~Ey-ULN5$>_5gDV<+snU71%Rx z#@gay_N35Gaa=Ur{kws#XVGDsQ`gOH3?x`u>a3dd=1DC(aJOW|)Gnbg9_1t5*n4iW zvAO-U7iass5{}!GrRwP+3#l|0o=JP&$0)|!@3>bnmcLvAzQ9VO4|W6TtTcV3H2s%k z55_o8>XK<1|5RNR>a?%;@EV2<2_VZyJ+oF_fwYg1zo&LpPJ;l}5SEq2G*?77;PrHO zXN=g}A~R)EhLa;%l?FC;A!h?zehsU0M&|9K02nFYWx3Y0-1vlqlcZb>9j$;VVIqcK zA=C~|Mwr4(S+t~s4FhmP4-98z^v*jEA0Kd3vvc4y&e*NS|q z0IiwX_P(RPKO=Vegv8$4c$Rb+@O5YvP0siC_k(^hgpxi{>u(*(bs~Z}%%sEu z{%%_CGaaFUW8=>&D_k%_<9@h#(SE9cw&ylhR1k5-Ny|m>7#bSBxN+A)WAIJEpe+zm zSh)khyO6N($B!R_z&m14r0YF-c!&Vytil+DNDXp_{$f!502h$hB=7#}z{v!GtT$b1 zvj1t>cOsr0g_fHhciaV%HC@K{jj zL;een)XZ15^Z_>BlpuS?|A7ghut8B9STpaBt%@A8oe=v8@%>a9ll`zugah~wlJVPL zJHWQ3$zUC_z9;9<{Lpd;$1VM2B>hX@$*;Z$ zqdS2rBlHRp232DYzSxz7U^b4e=Wipe3gQZsbYGx^>W>mwK)c_ROm6Mm7l|8eI;^AB z7CAG8T?6SnZ0u=carwQcd{8f1>d&ZM$rr5Ycu6DlJ&b%ig-N$?-Xc&WPF`JxShcto zS0~Na`j4yGX^*tL@=F2h-YEwsA36{pQB4aUX7nPANG~kobjFKg zi)T#*j?qOwI8<13unQ=z*v&YBOCpHKWaEsrE8s<#*v=82zQ=S(3B1UT{X>0&N3Yh8 z_SZa{!#x|9jiJcqTn54@@JG1Dj2Gj-I_q`6b)SvxezkkVK>#(80vz`C_ET3&o}R<* z#+-Cac6|_lsNgXI1&zhdz3{ii87?HmwQw#omQm25Uu?-N>C?jLZ zNFxlY7w^G01#T%z?Ec%?cii)DG`T$y0jJ`yJ4$UD3aM$Us;aiw^ z4P884nfVF$=_#G8M<92yICFoa0MXzdxc$KCSa!td!lf# zO`ld*Rl5vOEI^jIoa_v@?G5smG84P|cj3K)Gaa}DfWPB>-&K#`w6VRr!y}WNANe#{ zH;TsrOj)pD7Q6b&T_Pny1Ij*C;P)2YX%b04VSn=dPgJtRK_2x*ViqUI<9z><=yaGz zBk2o}cQSYHYGlRhV~I?_?3A)tA4lDcloIy#VUurl`?p@ti%7e8d%c=oQG651I^=bwiiyus!*t5N@zjP0?PKnqiC86^zYzUi9HaU@1rxWPfJeJH*nG4HZsPf7gBws1mR3bCw z`3vOl1QkwO23iam>v)6PYRdk}qT7@CoW^7@wkR;g-ft8;_rd*W@Ej@y7uQcaIluRT zj%Yzs!82DP{-gIN5wzC_NTumJBzEMJR7vdnsHuODW4W!I9PD*Z`VAIPkQ+Sj^ccP^ zt930Vj94T7x$F;?igH3`F{JtP>?L=Ww0DTmuOy!%H) zRo8`l+(k64`ooZm-&?j8arL9k2|GyXyMgf6pt&~Dw@t5rDqiS*n0uwew$3GS`>C3S z@kXtz5$!kpMh2D%wUO_lavJVR_(Je;m>Ec~D?Zdn^0+kjrj=#+bx?PP5N8Mp<^JA> zcWYviwlJdlyUyM4H^vIv=$)5y?b;qM(e1b!*{ojqa@YR9BCcNA@c*T7 z`@ax+=Vy0W@lrf<=^EJ!1@tZYU_nLju*Z*|!BG<2_dhOGcWE%CXZ=GGZ^NU>a z(d7gFlmNFqyz6Dg+U)f%t>TG7Kb)wj-H3=d%Ez<2jk$_F*e|RZ;gVM2pZ9!QLw_b? zm_d#+5-A=_xcYOTUuMhZFkEK6R#Rn+hV|hbce9&fbKQJZ+`;nU>ZgkFKMo0E9oud8 zbU~+^%mWk?9oE|g;l63FEDb}F(hjubP7&p=Pu5WMm1D_yV+RdUv~#F$HG~V}U&4l? z9tgwv-6HT6wg;I~9NR~GJU=v_=t|AO@b&Z0-k9C5il5*{ubWp!eEx{YdO2p2oWAGA zu4(1-ssCr-CU=R)1=1HP7VlWTcD>%bD!YoiaPbgPyzqvn6wQ(8<%lB5)8k`Qd zKrx2RSQ>V^(oHEzznIW6c$lOe7lrC&8kIm*kTTAFaky>sAjh8yHlKq6vO{b+|3`ba zA64EqqnDsFjK744e>tpaP1s1au=?kl>FXFl9il9k0@MD}8kEDuhWKHMrH*2PQMKe8 z;x_fJ_xTeXV)5U%#Qmr(zDp6D!6Da?T|$||$H zS>fEWK;+;%XPac(j;=$VX9wo&^~SDg(urO%9Xqo=p{3u@^@=& zYS*>dq9c-Kj7DuHY(gmi`k5Z-XbB(9_HWk@&~WHDkE~CaXEgM9TkvUKCHOAMj@vuelbVidO+c{6kkx8 z{lV5B=Z>$v#q6;c9D24>WMBNa{O)|0qvRvymjFaKFEe+st>^M$(kCryeP7u_C^6QBL4V33j^h}_$Y314sMXpm&5a%>gY zR^lhrp$0-o*EgE*FG8~hU^o>uwPpF9t$_vSi!zj;(-8%dxiv}N!Y!Avo>J7`?#f-f zNB!rZsU%(NR*Lz%sOc!m{CDf~PKnLF(Ss$cQww)z+aj6Oi+ROlVptK<`21(%yivsk zh`Xd1_9%ZDRwQ(fWN9-X$r0#tA%SHQ6KxkClj~_`({zj!N_E}LCh_jVbgnP&)K$5a z`y%&n^%YuCgI}itIk!XzDfD^bCsBjuhJl-3kq0VTcVodOR@w7ip=r( z2Vka><19zbg@3$OqSilw{NmNU9k}8wb$E4{JB{PcEHlzWc{`)dfg|@{Z z!EznsxwuROq{BcP18eM}#{0#^#pCSyOZ`bC*GmC7MnpuUW#6{PS~e=9L)o+8v>j_p@m{MQCrI&(D70{(|j(<=Y`VydZJwrnP0-==o4nKeWx(~FmY4M^*eI0|N zP>Qqh;Kd}cACHb2V8O%q)3n?jH+8xgO|mM$Xbdc17J$yX5p&Q50eB{a4{MrahR%-s z{Q1qpdajaq=@{f5aIV0NG9@yS*OTe^Xki@$R(E5-wxCo#O-p{mc|&OcCs-6;nu!Em zeLFHUe)^nDpl(6-%!RagV_iv1$=E8G;z9U>bTRp#KCVHuVYkrlIv)6*(K)v07}aC! zY8=QYpJMWE6}v%aGJ+Yq0_VAK^FdD>`Sby4SI?A*@}Q3-45!!yL#ygp-3UCZ($9Th z^TzuZDx8nOi6JlOo=WFUB)bAX3wFZCZr#ClCq>3a#MG@l9pV9(^fjzNe7X>Iswh?e z&!~URoI0Mc0mpf+J1Ol@K+Gqzciy8M8jg++OU@7zoAK2+>N4kZk4F}+xqyWcyRYf9 z*u(}o*1GEr8gm`G#O=ou!M}j+mT7RA4JBh)Gnqcp#lsrTP~isLVIwy(;7NS!b%+N) za%0!3V0Y_G91d0Ah#Vy4wpRPOA9-mQ^|7fb5|#$(5`_hlaOKl_bKHcTsq0e!8=1hh z`M}_Zc8?i4PJ=ion26#xR``WzZ9z%+d&NE#HN1gII;RG>SKz3#lyqCuz~R7VPqF)Z zOrxsmiVge?Z#|GkF$TZ}q2JgIJzzwClas$C0%~DTPtWlzZHEiCm;M-@sZzEtU1txFFbKv1-XF%Dub z^^b(2U2g(biHIQkx8^pOLh^%H?%PH#S>-_B8)*UgH~>_z3{0v63X#YpGOl*m3graYt+#c+PkYqFYR{I@ zt$%G;hhflP#t!P^1!?zRrthEU#y@;rCVfGj-${`6-~Ol1m(>=g3ez1ypoJQynN_C% zF_WGAM>e9mAj{H*U`u%c-vENkDQ;+K$!7;~&AEAihc&?p%E*DJr2nyw*xg0*nK zo-b>xFCG3LCtu7W@Gvb^?vzZsZ{cr}EHQSQ8I)_WA4^8rBy^WATXhv-*2=f7D`@Ys zD#aA-JdU&M1LHO1lbncuapaU8AF_pf@O zg1ZC5{5xGR2_Ch@2CYyMF%YZ6g>t*wxnZhu~^= zip_d3oM@G*$qsf>CxwHy26Ia9tb(~b>s6#1Cj-=w9^LSCD`+MNTgoQhV*LC)bn@qc$K zZOGvUr{Kh{=eYfqZ(I4flAicEE^m&{yprb5m_p3gYDXz=7)EskwjK9=wpZDljKC8j zu882%UakyZ5>sn3FRI(MWih=rq}AMRtX!!jH(|qVS~F&|_^JHC22J!a4z?+{8sT@Ok2GE14D;22CklTmmtO0pti+bAl=B-dJ~^hS+( zzWqjV0U^=PJpMdRiY6NzGeMCzs3V57uiQ5FzEC8iTLY zy3>7Me4?wbhiQv(YyJ4H)yQW0MFFY!f(wq1s6(f39%_eBj$8}NVZ5@+Rn|}ZX0<@bYWSL=pyZ*U>gzgqJrkVUk>}u!%W_ToHw!tWoF}=@w zJ!~DC`qb~?kR z&(>)EvcmJE;)4L1gY}*U-SLEg(+osotjg!zce2DVGytb7tBf4@^{J4AME^zMWgK>E zG;5~Rb2Vioy}NValnkc0qO2;K|*0@ z=|&0Z4oRs&x%yxP@3$Bs z!7U@{m*Olb62H$Tt(rsraz{P&%oIro6LGjq=kZ)2+Dq`a`OH^Oe2Hc6A+K+)H%KT` zOI`@w_JFEL)5wbRySY*}l#4KRIZcogT^q_Sd8A9!;*Jwkt6-Ar=236#1xmExRX^Z@ zXH7IMb1>hZ*4|V;SgEe+GQinMX}5~gc2j-wNXBlM{bd~j-oWJ+?53LWe4NzZ@=_|P zVwak@jtR2I(Dx9yQymv~J09@rZb;0S%WUHKWftL!p@KPgNv4z+1aOun*g5!wXqcjr z@dGcEiW1uevn-9ee&46_CYa?m=f$<`wM+^BRijj-d}MVLFg|n9ej(UC7~nt=ZS_$* zWtr5_VPO9H!Fzh$jshxd|Evo7!S{3pFlJ3lFEusFZz17F01fTD5do3=p z6vu&~7^;Ti;`TPMKZT?P4hbmfvxQjwPEHeuudm4H25^QcOLF7K_pgAC41GOr%k^_2 zr0S~fiMw?w%|@KvTCsxWWJ#_=($U!L)>CF)>Ok2i6eR8gdIVB#-gpCn-(yH*sF>fn zCk2)e%bZZh%4Pj{Vk(|q{Zytnq47#ucnlN3?FUJnB9!@U6&RYyVf`Xhv3ZzphIRWG zvN)%;GZ<(^r7H0H)I;znKmUQQ&vd)Je<* zo@QMVip4F3)!Tx>ozB07$D9s%k6kpa^r%I2=pcDEwQmV!GWY;`vPyyURHEXIb3HO1 z_)f>{ZGX!vg6_VB@{Hzq7I;tvfl$Ihgno)H%kmv8P_R}71eQCF-%nuTW1 zHD$_>`O_q$;t(+iSJcx9>)JMSwAeg+1`s9!M%Ex}CpLlVgRc9s`wOaqED%TwVnn>B zO4$xjy|Fk$)#%GZAfIj%=tnpFywaByn2D#g>1T%Y2{AtA9*sL5`_n0F6Dmsbe~hmC zBoqs}RQ79dbAnTyTrtH|AC$T^8ydpP(=&b=U{+v3R4pXd8oVvCsPv~~)vwfFO0eHr zP^tkn-E21eN}kB=t$SIa3N&`jlkKR5B765qOn6cl`B3sKpKAQ+PatmFFRt;Gwg z(l_`AB-_kUHG8Q}oyFOzf_rmr)d{PECbP=z??ygD664l4kM$&ArwqL$#5orvc=zrx z)6sxrA^>R$#5F1W*{TZL@-P}i33sy-z%(TTV1*V?PL}9;Y7T#dtn+PwUQrMNtV7FPd`iN=QUt;) zLA}|rSW+hs(EWi`v~qq4t~c;5=l$N=@zep1Lg1=nuu%^gl9&hK5Z1 z{HXp77m)TQph7{&>-6i;KqDG)oKXjR zTU(TVU)@wCY`-30dRuK`JuiwYjo(%QI|k|4q6@Wm$dzZmpx|e_LSj+?D8PnFxxFfV z|1`8?Vc{!&rSMOqL^-;upq$1=VWb*WJ>SA==#(xFV*Sb%P`et6-^8SXRc4vL0e;I}I$h;4p(F-N~kc#!VaM%?W@8K+E@& zoD@&(DzHTFWZF@5!C{8SWRi?9I*1S_3jw<)`4l<5_G+ zC%mL8@dIH@D@f=TI%6~%3Qcar(P1b;&z4S@gpZ>0&hHn}U^zOGux94Tfn%z8I~ zh5uRx+}Bdoab)NC?64Yq(SH?>X~vE4#Cc(LhNq}BOzZ2DIB*qs0=yZG z%tZxS;c<5XY>faY>E!twgtX)g{_@38@{+YYjAm-m06-se$5~POLe_h947V4fj%l1$Pv@+l<10Z{_A=ut%iJ6BB zhJc%-0f(ec^LF*9YI~|6vC^>7=Rl0#ld<3*W?t~#DZ>tynwQZttn>rj66c`E`4ci0 z2+V#^AXJI7grcTkgaY@1`Wz%kUL+v*kUwy8nwk!Q6x6oM$%;SYS+_O&D@p4Q`z=7R zci(HHBO>3w^fbSnWD;re4gT5d*+4MZ_xVS3TG66bNMrk>buVl2M_w0$#`XqoELLf- z-_{h)B(moNI&Hy7UevFMH$r;AR*Ob${KOW>J2WTP_y;jjfC>Z1#ivw~pqN!9Hsg)Y zBHz+@1FZIsx3#deL{yWV;O1E1bC9z5$PHTc12@6R_BgmszyxMu8ZG%WC9EIq7$g*d z(-%mfzZcED)Ja z47|X#Y2LrvvH}t`{&{ate}%KhPBs&3`#;5dfjm=@jn{xPsbd=VXS`R3eiC5t^bI06 zZ?i=CKDGb3sbL*0_DYlWlv}*6vGFu2PqwcXNy)lH9w?IlQ=bLbapk#XXMsTUx3Z(g zjFA-4$9@PIpLQ{xR%Grl*5_@;8@Go;(-+5^hh+|a_mL&SgndrXqkNuFLQuXSxpdwu z`182x%ovQs=~sanDV$IF5ZRRn!Uvies9A!~K>BQj-=2*~Lt$1)FghR7a%^LCOmW_} z%$vZcSlq6mcs(6(lN>ue^9r(_e1-yB97kpkBb~t#m5S5Mk`nX^j6S_qPn~-QEJNYYgr%_KbMoUP@{fod-y`|9a7yO^~~!wb*4d%r{o!Ej*Lh(K6~jB;8&r6mns9 zA%xO(o!nDYSXQZ&AmABqnad`Hy}p9^h)fPo7hJ5ZmWmCEAb>O%g$Ib=7L<`Gu7{9uZ*&tRk&s##7JT)n# z?_S~FQ{kR%tp1Ohmd&j5|5J5aM{n{U!f;oHv5?+mKlls7tm#|rgBW|di6rfX9^k^F z5AXElSSEv?O?f@^RZ*u7+Y+ydST}17JlrEgeZQUVFi5)YQp7T#*+yMjhdFPhd#9d{ zFY=nmZKa=KV|GFt3^`yXbJ+FA_o}M72e{Uy8uLr$%FD70lrEh5!doPO(q+~?Z=)_@ zE%3suk;C$vnUUFLhW{B#YQ+j7WWnr5N}Z*>gE-5mB$sh4?~J|I#iAo7g0m|=Ib$|f zN4ov}R2S`;9n;X0(fKKS4T6glOtmTstisH{$FmjeW_rbfY%bb{Dch(w^Q{UdPfz9k zE_GfjH$2czeV2;*4WbvwQ>@uwkdnDpEZ%aQ5yyJo3XZ@2>0lm!wW$m5J}H`G5?ag# z-Oi^zHr?O^Y#*tfz%BH;+Gwb(kr8zxqAIQC8da}jP$W@f?*X*zfDvbk7XijX&osv^ z!us)Z{#a^XDu~+xk!ttBb&`V@vno{6Cz;m|dW>mp;OY5rk5yqJ^LJkO5xVycid*&& z4R%gl-MT}jlgWOBA-Igo_I0r`lQTrYee#pmr=ITJhVj^;Qxl@>#gvr2H^0xkbbDJK z#1hSk1`M_QKGW&kncV=1O88kM&E}1|_{Vq=tO2jK2LGk!6fVI$C%C8`zb>IOUTxQw z+yQY|(9@MMljZL3mdE}}HoevfGH&;qmDN7j7JC+}rj`C~tr~#2id+i07}WzYpUwguipMg3vf=!%EpqQBbg$2>}4U$ zqPY?2HJofJYLZsCdwltGCGsepB!B2s&B9-=C?OoeO6Wl;=kaC;9tBk33!K#3-80_`xb zYczT9%=1e`D1SRm&}Q#g@Fpi{0JC94kds=lTZce49$i%zF6y)NDtA+o6#uxrV2B=5 zAvRPqV(v#durI`>W+ivJhjI7k^FE|P1zx^wS3p_Og}zlG?1RxhqOg9b)xf9y8mBmP z&DqFSt>n7fZF2Rkc?zzX$UXm&>$E5Z;Yyd6dCrDzWAvYg^Z&y6Lu#eDLvUECAHEq# z+~z5^@EWga(hu2QgQe}-}Es89d*j?XIa%1r<7MHrv zO{{8{?;s;)fK3mqH5AO&-e4da07GI_0mcP%>Nl>@vEq0y%8G!quP-Ue8zWD258&IGXf)dUD3TK|WPF1E@PZ6qFB&%b3i9IC?0?R?1-}<}? z8QE2vNZHqmdl28jBbLypVbAk#@T<2f9b0~yOOk04qtWI^3<{5jfFu!QOHsvnWl~T+ z4{qvlMzfyX7P3f{lXV)b9tL>GwUGoxZJ-L6;xaVIohZB93_*kkkT?RR6+Jc@SVt_r zrg{Y2Rlh%MtpMFCQSjvCuMGN}Y7N4ejVqd( znxa644$^c47L$&KZfM^KOV_mCv{_V_$jKKK7S{ObvYC%ol$VwLb1|XNY4x=!LEVFa z)blL@*rGlCA$Kk$M6(CU`M~FCXQvEBdvlR&YU)$n)>ghJu3WwT`ey8X1n{c8 zARq!1vU_tzv$Lh6A%C$8@JxaK06tcL?6y-1l#C5@9!vpGEA37PfBNu3VqTE5g($Kx z;vM+dD<2Na0s7FiT9YT9AkhfGSJ-JYZnYiA(+pfI)`T-nVyV8A>u@s^wE(F}&6g=wbn4x6P0!dkE9P>6imU}`rJu|u ziEmGeBx3+wDvGTT&n{T(+?E#}#Jkfm)CUZv64$E)W`OJi&2DeLZA(QW_;HXf)AJQ9 z$&bh;ythfVWQ@NQkRoMd7eq9&mk!)-K;#lKJocv=`$N`*O^}at5O;SThirZZ^=kIl z20AhR$&2*>&bM4G!h3g&&O{bJcxR@Cp$&*OAT5Uu*S!uaKsk!`Ii^jGbAVz2WE}%! z1!&O{leD$5M5M8^$N2hQ8|bV9Rx%rLOb#jrF65~;EVvwvG=u_SA!Lda=AUW+B%nYy zT;Z3$_FnT(8$5Z*a<&y5KV<(#7ATwh=fxCAy>%zb-iL#e3b{i52W}DGhV@z67bO2& zapy$=mrN~(F%B50)Zel<55Tq(iL0bJ^8ISS4|)qUo7qWzCqU5fns=exp)R^;i-Juf^Lve za{$w6r;sKD{?8oH7%||?M1W#B^0o8kY&lMj+6zOYv?D>YPh0a3n9hNEo^SRHy2dvY zXa8jdT#@DU{!+(Jo1V+w1@XIW;v1eKii-lb8j#0@Ng#Rc2*uNuY|a4Z0qDnxOt){s z0jU#<_TUllsiUL7OEAY+Y1~%uSs#nBz18d@U{t~6QjaIw!z4943_F)eBc4jf2}9+NeE zRZHBv@`pmaX8pQk!d8w!(p>rtWxf~9XXW-PU#UVZ+3=1NW_po_6rgG5`Fvs2g&E*8 z#&g!k`|l*}OJT`gf)(6@{5V{y7INVi84O_DspD$&^(e7?-fEas;#r(89Xd1?+YBdi6dKB7-6aScZ#8>Y?^5n=!KA943~?5Bod0n{WB}|BYs9V5hu1+#%%4a z{)&eAlSjUV7q$Ys=9Pznauq>rj+UEP{oWOzriQi5i)Q?J!t2@1E&yxN`hB@n-%~o5 z2fw=ao`)z`usDu0Piz&As1u%*`qj-j#fukS4|KYsTFm4JJ^YO*aZbnK7 z##;Y!;#2dw`8eT^gO}S8UdoaI;%qY5HxfU&DmB^6>xeb94M#0>&nPFTUs8+q{M{J( zKm1$tga2Vr{2x&1{~nN&`q41N9nGGpr~d3}ZvmAAj>5Gyf4IScrIZZil|<)QH0)T= zd->5;U-o$ETHKd9AicTn@2}-SX#P;0n3>UWGyH&pHlbv#I3tdkG%0cU(fX>Q3H5R1 zf`)}9*TJzEB&US*I-`ArA%JQyvz;T3MUZx!eWMX?X`ItIuY2N&Ch3tE?M0PW<{amo zTm2mgZ1cWVX`M*HP2zSCjt9%&Rgu#Uu3Ko`NE2Mne_CifE}9pb5W7}v2-Q6+^c`G@ zb=}~%Ds>O|7GD6-^Xb~jXFIK6yv}UvocQg3h96QgJ(28x@t1!>9lEo)*@{<9S=b7) zCEq*qt_!K8qO>~U+zIaFfAmc)c3^X8zd9G+BkjMIdRRzVY`LKKBddbzc%bFbOZ&8= zW#8PP$r-1&{lAv^q~Hi_WxW zeJOM<6Q-M)qj23g3D#9pD>*!SBi4_AIBz7XBst_f!&m(A>~^t2JO)?;fB+v?Oyz`S zCWYMkFSU@Xc>ffTw|VyBKQ-meie1nB*nBT46sR*247%Qq2eD`OGn;G`fO73=^>MS z&l-o;TX&T|Kcm%n*!eM+0h8+wJ7e$tcUDj7SbIOP$;RXm@v&Nexx7cO!5u!9TZ5NI zM5wG3$^GcLHZvpU>lh;1kMEvZyXrljSv=$6-JENeOmpyndKE!a{g%DXerBppPKd&X zgo~Q9{OuPvl{_+4GxC!QMy3}QLi}s-d(Ax}JqBu73EEJe(0EBK3r-%ZIcY6DR8xc! zYF-%LGd<$L@xTnCVtsiW`w8gMpEmpwh;w-muc%cG=+R%0O{FuKZ%xIFcuvW)0K7GXSiHq#9E<=pC}&L^!U`5#Q4Z8=TTz7WmI!P8IDrNqSIR!KU!DmDRcyS@mfzDY-i7Ss z7gJ&xLU`zej-K|lV(NxNM9QaX zE7^FF6epYOQ5Y8NU1jfU z`imt=^hV4}?pnfB43|+aJY#}KHc|d%6lKBv z2bEY{7XPm~teqlAD=+8+$cKQc$^K6-)iDaD?05DDOf*^zeUF?aUDg@9=Td1&M?9;< z=t5@+p`?{w%5=L@Wo&!RyKoZRfNp z`ODuZFRIXU z!?eQwsv%pL+~U!NVMpC3iRQ~Y22V=kN$<(T`iEq91~+}0MnWTT3yATOVk^tqh!tCGXi z1rTrl!=`chibRVg3;?7A!U^dfVi~4lP$AQ`I_j$Jb_Rv$ad-129`OY#GGvU4 zlJV=t(~AJo()xXqgoTUCt zp?)p#MK@F$l@14J;WI z(4PZ_DU#Fw@RQMcaV(zI7Ug5;zp=`E2mpo|`2T_;LFJH{G`H6xZjWUD!>65mCHW;dgB<9pwM`|j?3S2+GyF+-3w*dA@05up>E+lbmDHB9ov2`JFfT|x%v*GUc zN;y4@EMQ3P<00x>LJT1g;&cccjktjKVH+5`B}?+#G6VPpC@Py8tF=hHr>gfUQ9J=# z7bDoR`T&WrY>8~9^#p~N(Vu~?6JUTu#?qMm9lqo-Q9_0eEnja4s*_yq&wk)L5*bdi z09QFu+`0;!j}ik_AaIAVK|Ps?uArMY^ANA)AdHi*lQSx}ceW|U844QPiL=f_8$W>` zf8evO`J|~T{s`G?(dHkx>c9mRsior=&ZhJjPhqYW{SN<&!|pqE6lu1JZb*EI%xv)X2`H&l&_;c1qN2LgRc8eWG@6y5e%Utij@^g>A#Cblzti;KIh~ z6*0Q!>O@sfD1x&D<__hJ8)-inzD~2_-r!MX_)nHxeiezy#Njl-5~sulSuJay7rGnR z5N!7n#2C}QQlWfrS+J=VmzfEYQYQgvO*FTs4tI}%gO%GY+bow@kARPng1f>6U_>PE z*A1M^(Oh^js|8j~7MKy!Ksg}^qEsD0_OB_@ori)o^@xndQGvy2h`Vn^yTbdCitswg zxP%UMTZbNrcU?6bVpmFiW>RAYo`Aeqkb4iM>6&@WL!$7(5!L`m>UFuk$hs2-Il{O2 zUgef#EUNetjH@uNyCOW6tfXz0K_cU;xoM=tRSNrxUJ8H84?8EJcN3huppWGhr`L$Z z$qTR{wKk;Xt*39r&R0UrPStd#x$q8$EG395JbRvlO4?}g->(Gn%H_}$S&*|dq$c^Z zxp#ObPl2*B;4{U5XSJs~>&Eu_C+GD~EkBeG8A7KsW`}^^9mD%MLm<(Pu@%&@=&>Br zyx(*mSd^0wZ75$3rE%eLQ^X+uw3TnhH>@ajOzI?)Ng$I5q)s`_nkTR3e&UcJkp&Hp zAbsfoMz&rDdc43CMzRx>V!hGFR9940V+Vp}VW=0r(OJ_pviqfHK~Iz99stgFH1N}s^7U69wMW~Ar;6wv6jc(*k zE;Ppw6^eD0%v``l5mP8~rl!srCdXwTp9=wgrqnqTlpV_RmQ-jYAuDTKK?2Hde;VA2 zvb_RdX+ip)NyYHl|aFxxBc+8QFgYMW1>J#dRzrodrKvkt;1fSQQHk9j^H5^Gk&GEM!h;dH>; ziRj~@`xJH#vG>^>SB=Lx6J2QRCglfQ(|~CG7(0$@4yX&SDNE>-D$7kfPQ1qQLlg3o z2at*iu@0461*-rO<*bd6byN}mCU21#qiVzNOjl5>9aXRUIq+LGfe3nph9|}vYapS( zXak&yyM%rx7VG8NmX!*n5C6J-6I;F~Viv`JVce%ACiR$oNG*;~cg z{E*(aWkog}J2|WYQ^wd-HKmbECJt0Y)Xzit?J-HDrZaj+LZ=hIX^4=42QJy9|KC9@ zAeSc6eQr#ei8XVoJumQjODe3gI@l^rWuk%=lKw4u|BiiJ6G1gT09kf9*qAGXe~tNR zQ_Ys7ndJVAoTi3-P8Hns%#@o><%?kOo%iyk-al`PFQKg3?R;gs+w}c>yc;`Vd(M7% z^YbKNT^NGRvPaK6Uh^Z3vmw&b&?|87J`2Lopto0V?b3W8G}1;p!hkseWRr2#Nd9@y zRr@-&nYn<5euE%vT#Iw&_xqjb`mZSrgE1f!V zU8xodHUIq*`||+{js5?;OlvjHhE z5^P{T5!s!5WR&(seuZ6MP#{4%MHRnDu{G6qZK_*1Ibt%_0lcl4>HDr(^dYt5{@ zGURI0Gg!XH5zR1So#t%(^A$yk7J&-jhu!$lQ~Rm33@oAi$x?PL89QxU5{X$5uy@J= zH4k;`OWV*8d!oPsRDmLQl@pgkaMo!?E*ZEnX&|p1tK5fvN|w}jo3gQhpe-;|jK2gj zYDk{XcU2FA()BNe#{$8GXik(b6q{|`4X<=b>p2-)D}El&ctrb1wc4IHLcGK1VEOYj z%39{z-{@Blcjczye)vxv%o&75?h)ns%XYr#+3=bTL3xy!t~j~{qogt&wd^~%vwC#s z7#`J^zsRpB!YlRsTe>ZdDf&HN|KW*S;~#KtatpAG(SN*iKbjM#_x8Q00aMqpE*!RL z>p&uFvG(0MRV>!LX@qT%2d)wwYTk6DsmQs?*nOV)K<+7o^eTd94f6xUZuk{T^CvDQ(^5P4oCU)t=J7^Y6$*a2Vx`WdPeWs>#lr8V zw;5N3YZj|0jfq+nwfh=2QP;Y^=UjW)^&+fXch%G#W+Q}UKn*im!S35CtF+jAL^OPg z6u89wa%gxz`4sCCvkt}YuzEATYRolUWcc7MtD04&%hryBDqvK)m#tV|EkYOJfrsuI zN!LRehbtGZY2_`Y=pR`pL$NA(8RSGDiG=QVs0Fq^_g>@WLoC>B>N(TmRq0Ne5Q`87_P)a|Bmoeixv!Ogej70q)+cxyOeKssXVy6uX_o-e87Ye`k3u z>X;wfcXPvo?g5ix@O=Pi3NS`Kis2+JBwH3njG3 zeN48-q3r-YPeU$+zHNhd6&%HUv?<; zcL=5Trd^5kF6q{QHKVzjBrxNOuj!M7IlTc}0pNq#i0K>3-Pj5dDyhN##l$516rNnu z12NXB=l3%Q&pL9nZKpdHp$1GZ^$uoA=|`&YG+;4Co@|l1*orZ5dsx!Ch_X>!6Z6X( zC0)X;=12B^h>sa1oP}byq@?Z!V-Mo83($ z$_?Zbnmw@#cK^+wddat6GXnjo2LH1I>iFoZ|4Gqf?p$wve9{=$`naPbNRNqL*HT5f zY>==#Ihk+>Ff&T7HSI7{XMz_<#7DesqPImegL3p{1jGq7@z;q`J zHj5d$ms5PoV6`)pZ(B5ecy6rwA1#0tguu)mOin`X3R7Lqnz`_XX(JG22}R!qC+sqf zH=$GLJ6ltc>$c%W(BMmKpA=2y!cam`xgl8H(1!0WxmljxwMqyKo4qNq?+rps)IcXF zfCUzH;mrJ*{i+&TEQlerkY}S}&XP0C1qlsC6@pWR3U1%))DxrYmBk7h#>S!8Jg=(>BK>aXY^EQh=dGB=TX z_om0@B3lK7b%OMeHM77C9Q59iDmGAK4q~Imw)9chZD0rx>WT!f6U&FXoGteUM00Qa zY4Uz!J5dVO!PT5zT2gAA=8i&>fD;p3oKU}g7l4CBtslf}g1;G@g#fde#R_90m7o^o zWLQr`R=^nHHK=(OgC3T9v<@;@o0nMPZDo^TB#!aY@|Ew+*RRFD=IH$M=TC|)xXbJ3 zSBI+%_!%cXLvp|d{uk>2Av8O2TrY{o?rADAMT4`#bI-=uCYTlxUQHqM0qc2aTZq(b z`SR8*eJ5z8cm}o)EJ7F*K5rs;H%>|dE{g)JFAZ75U1oL=*66EscJo}4 zk^}|2@O1Dc(UyxedP%D(X0e?G$wtndPME)8~A^&J%2VU$Q)NhcCs{x8LkBPVxT=vqKI*4v_sB=T?`I z3Tiq)f(hUj(t(=xi_(}1m5QdA27sbz-5c1on8}XUPFek*szHtr$fMQ71{J&gpUk!0hW#>pkAA^G zpmwn0xYjd;cje##l*b>DY1r&uGTnZQc;#+?r)|F1h8%IY0Zm2es$((uyPCcfmi#zW z;G_oi99n=~7NRVzVv8B_Lr$AuAW$g}=H6VG*=ppVB*@rW=dfIk%zY~9G%>mKFgNd+ z@S4KIM0W$g@tb|U&HG7)!I&15Vq~pwFKL4_$6(dlR&KESkox#CaPC70Wq_r(L@0LH zZN~@-=1dd73($LwZvJ-9rEQE)8yuxlX57TWl7VA`2N5qc&qR%&Jxs`|=2z(faNS4mRKEtK#Bioa`=XgsP@=g>yY-gMsHF~~ zkpaqHt--L6@ix)Cl~a@iVqU_i`h!ZkKf;pWQ-o!OaMkyaO$Y&W1~aJb!L7WsQ1t^1 zn58#}$d6}0nY#U4#+buPoIR5?Mc|zZPQyooU>ECG1BfpfJ z8+H`pyLl@i7P4i=M?n{L;_w+|$KeBgLUtQUlcbf6+omlEELp=n{OAjS{oH;+WyWYH zY=Sh&e;TE##VfPUTk16~e>98C^!bV?v{}CaF{sP2JoSz~ z(-W3GcmlJ_rJpekAs|fX5gj^9uLx!OnrX3zh|$v3N4_7(P1B?3SQ+#<-etYii@hUD z>a?#e{x)dwF#OWXpQ4KJ@{RH2hXwcJ<5F&1Q(_akn%`qN_Js?+TJvglPzEoZ9fihG zaxHZ9?5r}3sR8uLUo3H)xHs4@GIwagP;dQ<@WLwNDESwI#mBN+Qa&_?P-Ynf9?nl^ z#2SUy+7qJa-jK-b2yy9EFiHEFiW4NN(AaZry;=X2pRG~|Tq{D9X>uo?u{QeJ3p36YB(pS?=xghfwQ%_$cc<)zn*xZk3GDr!fiHFaZ55(%0&)wHU-Y`XwXlR_CMrbG zqqEi+zq@UIE*)0#S@L$gV#RyGd!bQ;rMUeo87$0%V!xPQVx5@JwnPzQ5$FlD*$S-9 zF+j$Mxtu7|BlVN8&Jju_zwS$($5#9~rQtFxZ=n9b>y?=vlr8$(NvNtZv+h4ox1eCX z^8XEX-DyY1{_}Ds8NsH= zHDjBKJn%Ls=r^RoB$He!ORnI+La(PTZ$WK-`ce-zTp@739%_(Lq0dq7%9Yy`!UaR^hrjs~O45jVHEo1X=GjnXcV%ABYAeBrDk zo{Di5h4{-;e_f8B2@-gwg8FM^Ur;$AC@Q%JBW#-Yf5c&2jBm_vfX1%h48xXzI=E9lRL&3SDzeE%M zia{UBdT$yfsg~NYzs~5;JOm;hwnvmHz7pByLjsy#7EJ(I`Abj)Wh%MvK6l%Gxqh8K zV@!3L*yxYO8$KIh)%)`gqB-5Lwk{)bmJ;jc1gm9OsIJd72Fe@vP74V9D~XjVH0n zdtIho?Z)@98V#zUM6%L%8yb^!wc5L;TbKDalY7Hc({el-u=SK#2RCoSK5wY#S3((h z-^#{QMScRz(9sb6%W&`wqT>-)%&#+E^f=j`2CdY>dOY5=|0jD20+OFaI-5(Vp_$WqmW0%yqQtF+K3-%BG^i0!d> zan!8En1^tUlJ{H%4NIQKDfXEeKEv#N5IjxzbL3VhF-3t>(k0~CJQTig7dEPpYsB-4+1#v(;PfFA zdWmraPx(+hn|^Z;(^`pYMPk(j27;`zY5!Pt!m3xMqt~S^3!~zf|Jt(16{@S3tmzru zyY#eyZ!mOFa@cl!PUY9C@31V~otR;>CU*DbrztlfN{z`lpDfT~1)~5w0w5UKCBsbT zS3|7bA&-owm_gKDO^Qmg3(;SUGUr86wB#wMLU_3BeLLp9l-dlHYrKhb@i=|2FZ`tc z!HWh!kA;Ne%rv9=!X-F5t8`V3QT`q}QO5mBt^VXHfpuR5rC`@i2Nt_StIISnyBDV? z?bRI1t3ZUUekV_~voR18_x|ECXf%hr<8NaoD$zUN7c|LYP!K};&VBpd?rtTVQffNR zE;|z}gg|HVWRhGupr1A7nh7Vyho35ILJCySP}AR^!+yOFX&S!$>s1|otBM^2@Pk-= z`c&g>9xmeNgZ-A{2@(uLL$=o$Th5k8O+14d(56TKgaG@B4Yw9aqf9^iA&=bVBOukX$70ih^-8K_Fy#sZkm+}EO`8pU67#B`=St|4DpTCcsGll? ziRNOE)r;?F!3Up_XtRh=DIGYt9TlNrEl zBC1DlDyuhVVss<=I=`m64`M^Ioq8-{K<+}w(tW;W;D#Y>;+nqahRBK1zy)!l>LjTQ zpF;wVlZi@tvv~k7nQ7UHQ&hk6sp&1rl zecOG`?2(a2e0x~Cw1JzbQzbm-aj)oGKsO5i`g3!du6`bIkxjSaEm?IFfV+D8Su~T@ z2U3=+V?b+(=j@=)lbHPntgfs!tA) zjPM2-%ib=Jr6&_W+d%s4+cjg6xiiZQ%Y}=97TS}1rq#o^fR^8{jm&sKSSm7t>5s01 z8x*KNM|AA_S1+>WJ{>3K*I2IxEFvfL>yOM*LtD{W{x! zmAzaO#FR>3)B0Wf1h?EOd@>rl`bA%yJWK$$WKoa(Zlu0EdwM4||0y2gdj-4&0YH80 z+0rLu^$D25s^`NGxXBL_bx7_}BZ}o#k&#HChXl|Q(bOon$43UL#s7A2h(Wf*L#tFg zza@}+oO%3pa|JZz@Bv{)u#{x@>JEAV37C+@GcJAfwg7fsb+}nHzV7!sRKTcf_1W_svJ2#;-1YlYO+Oy6xmM^I2`xsjv%c#C%2l3Z{ zIOgM~K1kL{^3LT}*4&->flg}R81(A~Hel8UGPn2JuIv~5ulCfe_cU>}i&ecc*J{R9 zx;XESIMY*}zr3MBl}c^~NzX`9zxOs(Q(U7MN{dfqULx0MkM>yhAu`$a4>I#uQ239N zS9#V8<#-IFlKzp7K@d_-VH81#aT@VM+9ZJ17dVMmfrZotaqwVGgo(9`5Doc`L)E(z zRYsxXb!vKWca&2nX@Iv~A#KQBwkNw3=)?wRA}Efa8hMT8c9jNXgFnPLJryut9nfRR zfHW!4SL}&cQFP@WdF;*vJ+EjX0(u{YAV__Msvz;yaN=_+)Qm76+az;~r1we4xL_pM zOg*$95~jqrp&AD}+S3<=-*zAN(K!4Sr-NGpK1? zM_flISm>@LNiYK=sJ*fOrIH<|LbKTr(KO~eHcwD&7n>fzJ^Mr*kA5+w&%TEhYlx(N zeFjRV8i2Yq=Xm?ot7R!6NM&|tdUu;FOndEYy~ zq_Ufw%P*LIzrktE(Q+Vjy#&9Z2Ba*?hgQ3$`C4$x`RABG_70~7X~%EL&G};IFzs_R z{w2C@2i;7SU`_x`MCoMONZ&_!6O0wfjw2(hz=!niA1TTFmogqCsCD;{8b`D1*QGT4 z4MC`m|FcmzU92YqqsZh|G{Kw&S-9s0Z&u_WXFDah^E!Rc`h4*0L~*+>|48g#&X_M~ z-TDb);GMJ^$A{@*Yzyk+V5SJu;(ibq< z>9^s=alHzGGx<$zyV8cXv2TML7E!QOHr_1eKzNm-dCwZGc%WjA)C~+W!JRej?$}^? zxYP_tZGiuqzsl@pp)D1I_!9gmmkq)0N_XNi?-olqY95-?mN;;Euk*ZATRW5x`CfF% zfs)c4?a^Sf{-?b2aL;yVROqHRSpt&Y(i$=8N=d!&9ORLqK z2!(V26=2h4gBg^$wE*1b0Me{aNgLD1J_JWGTxja~<1o`3 zTsg0D_(w2h1`~IZFvF^@2tJd~^Mdx$bz1W4QBB}e-{oIs5;Bv56K z;&CEr*HOfa|KjS}n{dn0*l$2TtkZFBZTf{CjAoJhNA^>0A)eo8t~Yv2)3l!WiALDs zpP=5yqB_#w?985SP&0L(D_Lmc^AY(Qi;sx6d2_^>i=NkeFLVYw(`#Qe{d%xIfe}J* zMLas~hLxVM;`Kf)m2K*G87cA4CKp3PGpfbQ$&C9mmdsw1h<+^eP(t_0drDK}r1f^v z*>DN2+0$p4Pl9+%?hY%iE*Q=m^*J+}$q(if^^8}i8e^HO+Qm(8O8rfV*ec$>O88%# zeRnvO@&ES`84*GyGbuYn_9ofuRAiHo>~Y9AMo7shWMq$HWbc(($T2gHJ<2#Z_Hpd- zd`{Qz`+ctK`Q!J;b6@_*)p6YJ`*Ys+=ly!WhVvJw9CV3ASdB!Kkgcjubb=)V(@l1F zGIT0H3zxIysBU6(S|?P}nZPm4q(F+X{dVk=qiCF$s!>3T;xNTlH>vTLTpjG%-ZY=_ z4#erCB&Bo2|3;1TBld=wORj3S_uZQonl^bwvu6#R!t75{r}JQSL4wWFQ?6u!ZOX)s0Um6OG@Pb+zAm({^ha+@xle>nrD=fphA~+ zZep7yS$L++m#|GxdxNfwlyAHrw&~9YYV-|mON?)n>=&H07$+E_qJ`Xg++bG+-8^B= z!uk7=jZnpz*EB`E(M#&w@^Dko=k_(1@^49yc`1`j3K>}BBY$^n@RrE8Ju5_3_-}pq zc7Io-?}`vfIQ7B_7Z<{ym%5$5T9OO_&^>5WsnhV?VVrIg%SB#^eoHBo&WG%o7mkLX z)1-E?v+d`oUQGelo>0(mRkWmX^1K8LU7=}!4)ifsI)jxCV2^ecX8t}x~AElxrP3rj?BQ$Cj7aiDv%nR}Zn6gt=#St&Q2xEMT_fH1pK#X#kUesV)G zVvBWga_+84(i5E(sUtXZk$DjVkk`VOP@7mG}WmUf25WyhXr5DAi)%Uq(V3hVf^*O>`yd}R^*Q+?joV3 z7Xv<*6)aAJjJFIGkH9{)5+zFb)HK7>nj0~z&}7%Q5h-tKX~@U=s)n53;8(K^>%&wp zL9$Cti$zeMPwoEVpCoy#9Yv!SCeNg&Lqahbgnbo69_G67!${YdbGL~nb3VI)j_ZWdj;VqW#du&t(k3o+7zavSu>;2M=qLQhst32332xfEXoY#ft2 zAy=_Mvd;$$$F7xa@M|=&@twRa?<6_lQKNBZfpLas8Nn@YDXu6)6_Ut?(5K)2*4RwG z(OFG+Ztle#-z8e_c4>`sgYtStso3=LPY!fX@J?%L@aZo65ZCvL6TctD?a-~#e$Xzwv_}~xz@v`2 zYZd;pKdoALoYbkY5UJjUW>NZa3B{rlQWmAljR~CbmwH|Y^O%Ch+uL3$yeK6(VDJ+_ zQ2LxkxVc7SyWN`Vc1b*##Yy#%Evx!zXd9AeX^hG~dC1&ms~4>kD%>0I9yIThW!hG) z2O1U_=C9 z?(;#0L;wb+#2{vXjR?$@z}#7gqsMUN8#$Z{*Iqrtk@T~Cc6E4Eqz3EqcEchAcIIZv zDDj3%Bl%PVule{+b~$4scWUG7p^#$>7~03Yu4VNT#oP(OxiU@L7`{6?IzoP4(3K0? zd6`RQVE(F+Z;WIk%F*gXRKs?>3y?Yhcof{$IXEW!WX(c_uc z*D|`B>*%{`z)+clySk+mE3CdM-ntkI*B|r3bc|9>nu8KXVwP@_&$)+jpxr3o;?M~n zq{OQ#=)oHUGKX5sq<@BhMZKTgRcYIY43XWm+qI=!>o3*l-&t)GHh%QtN}7%drnnx+ z+?in>e;nUJ#ZVUKxnIh41yBcWbv@JoOm;|eukOxjAmzipkSshL))L@A;V>D%QyYg@gajH{`V&q z)fP#vya%5UuTu?9O%f9X*A)-R)CZiYxdopi1$HbOxs4BmX8+?m>NhJ@RviA=Fa6;g2`6| zOmC&l2K;S$D=L{bR~^3)x*@BFSKpijIfBteJ3wgEK822_%&8MJXf7MYkuQWhLsTVp zPn>GW5qr$3T)T4Tk4*W)+ZP|G#Uw6Zj#Fb9q|?>>Or>8?e7qwwF}>mWfS!U{`Pl1b z^X|C0-8a@hygf9oOzb^EFAY7%k96k+Z;`sZ)C&5&dJ0@>IsE}s-}^EEWJL4$U=<9? zKJi!(4B8cX)9ks7pN(!3;0ip)lXRy&ryNIrP~Lj#G{z0YKr@YA3)u7vX`iOF2RxKS zkSTs*5n_Bc65d+6L5;`c+XX8Rvf?LTa^Q#F>p-?prNAxo94mpayVg!g^k#$gd^-%! z@{X$@BtTa7w-qG-t7N=xy93{n%)cACcL$inby0yd77=(!+&AW*z{)$tweyzvQrr{Z z1)H=8UJrkHsh0I|#hK8{JN z@olT@9U*%FG|c&cSR3~6JF#(UcIoV?Kta$BVxFwua$uH;5r$9zVI0(T{o_glXeTVF zK#gCI?$3JVfT(1m%j01!;bfMY}a5Nbk zz5@oi#BGN+{moS3tpVE^Z?kMcOlVy|q7Os!AO^P%cD|!!r~nG1pttgqUu(ELNaqV^ zK!Ab(@BRcXg_vY#$j>n76}(p&AQL#tF0d=Wa1?J_5A%S}*x+3aFc~F6?73s{$_)O7 zl{;3xT8>t`Z$MxECr|EdHF0jggOqJg(}}6;&0pH|_jmwGA%iu6A#%?-#D>hVXlmmx zTJA!kq~+X))G}aY4I8Z4nvjs7Md7fv6*-T>;{WpCmmKKkL&&S7$9f?oEN>wA5I8^t zaNAp@z|ukR_tR{@B7sfoiMwqtdU$tw_JQm|gmABXZMUZc!6gX3;V|0?Hvs->-4sml zv-!??PU$~nxkVhta&ekY-3lC}d&PVlIKy~6%Smj;gBG76<*U-#`sOXrj(Gx910O^6 z=45J47W?@ovz$taVXkeM9H7ZF>k|^RXZ-rPb$+td#d`Le6@>fJTT@<=AtYMa-+3cX zQVP&*(C|~@{lP%a;MbfbU2f4H^hp*MU@K6~gBWT7Jp5yI$kcn7^0TV0f<}>Z_`A}h zTU^%8UQWaZGhVDE&Bw0+_zLmyteDz(@o*@bXAMROf+5!Cu5g>s5bkPSrF%^78>CHjooTDEtEt%IgRGBojb%%b^IMxL9 zF^&eE;!c^i9l~h=&H~>9H((~CsVLnNRiW{fCFsXoJv8{}G5mWbDoE0uylJ(+c-*H3kO@lumQ%O&$?6_I*+^%}jjCZ6BzN9? zw~l|s@8X6E$jkx2-30K)>hn=jn~;p2*RNSiTfh|JZyr?g54M|T5H|rBIe6Mfl6@Q^ zt*wODS%wR-C7uT4CU2&uX5ZC*U%J0?a02QtsKV8|6hEkexBErdLCeJ%2f^h|1OAjp zF?Ywytw`|x-1AEU0rj`&N6wsHH0kzJ$sXSR_p86!m$U(xHD@H6c=TRI$pGIK8Sgtk zC!Zm02;h$N@5HyhWAVhPTXJj&|Avex;Dvyf>HI^0z`ybHk!7C<0^k%_T?)T{zE*mE z1zdt(SSGcYHzY6jya3~^tFs3x=Sb64K4wnnvkmqU+A_GO-vQeR4{&_W9$<+ZlIt~4 zN8baWqv{hli5YU0g+zK>6O|uKk;-+M@!j!_WAJ1Fv2ym;!-GjA3jvA&SeL+uq~Gs$ ztJ^D!m#8Qw{XsTpiHDJ)O#n4ol2p={SX7=-G2Ys$J3MYbOaRvJUg;W4i%CHrjaP1u z?ibwz@Y&4wT#TyChC?9`pc3B>M9EMtu4NEDQyYt|&M43C)d<7mK6Ey`IQXMaBGQwCB; z_mkjd4s%d)Ka-CwLjrUsNTF+8H}L=iS2)$B)y~Hk0(O`gO03j5}iV%oD;a3{wR6%}oPh0geJBx-%KKNh7rSXx3;QT>zM5Q=!6*X#pCDbND^l z-K?^fnM9Eifn>l;lzltr+Wzed?zuWV3_jNk|0Q%bu9+HD-z=o{#9^+P82}GY2Y}>q z-%@X7F6t6$tkZQp(lU@g+TT>&4w+rLy_%HFJ~;41KaAI(o9WSb&{H!WGO4z)wx>C_ z%j8<2uiaTlAPzJ?S^~AoC^=1nlNMJ@^5kt*zg6T85qjPT?+oC|bd5)xF$Y2?gP>HT z%ulNwNy2@v8swJn_hzL?ej6Kbzv%V5?j=Z4)TDnM`HU1p?d@CHU+~QF^BL6Oh6PE< zrfZzzvoOfGS zCbGxvBr*Kc@_?SL(_pNy&{<^mH>)V_#K*N1vv2%Fh5(*oJeRv5_Lh3#XdviU@J8mA zL%6lml!U4^D=L+Q>3NfhiLtFz@?P(K`$>075qlXUFdzA!qlZ21egjGq1yrZJJcSn;UI2ui>>$2y{1iKL5bPJBMrCbB`bFUcVIo zjW1^jDdXMQHaI+eCR@;4dj5LO^iQkIyO!os{}vX%jcftg_q?Av>GSNI zHa)xgMa%1AL3cbBl{3dKFITTb9LmhGay|4s`1(D~KG4Gf^yXt%lp0xtOBZVFhA!mc zpJb`0-6ova*3C#tvS(G3n%zU`b=u+D?l*Kd`GS3f?2~BXNmhu&2HYzfJ*v%3;~3^f zcqx=BYlDG!hlVJ~(A=2Rl9*>?$x!j^l7*MuSVHVi=G=B00ewbkW}G(vu8FhI>JJ$K z3Z;dv52f(HQQQ5ahm34wnFj>marD?roVt{^C$y`>H9~qIFP>8{%}>jCHfa7>0f{J} zg20QYC;ca=DZZc@5VN6vk z`Gm)=1Kx&UrWau>)MsxaewF88nP<}iVbIu%sW))cmTIc3onzcN}hk(cc$a5QMAm9G|ou*2A!?nn+ zzv3k`q_){y2*==VN{p$&0PgSpfrVfoRPxYC|AhV!(wHk}ad0^ib^?KGjg=S@pN$k* zGD;j~L==oYJGnDb{_QI2UU4Av2*k+T+dplp?+*tXVn*c4Zc=9gnA;z!a!VyG{IzF= z0EypSwca#|p9U&4U?%^{04S;rtK7$&$2RuWxt#Y?jcZ>U+XfY~^WlZQcb{@I*V21& zlY8mvhK^CaZFNw*7g7@q-a(c**5%C2FdnpndUPU`fMh0%0QT0Tmw~tPK4uqX5lU2ZYhuR6RGQ0mR?8oG}c(`A+S{oQiB@@M!?&CjgP{#RR*u7V*Nb zZTuRW3oPcG`ZaJk#t9-vwq^z}E*Pbz{)*m4VZqF;Oy)u26{)WdtMUakAFRt9%vrBk zTIJd|!uEZt9vEgDakSrJ=E;P55*PH3PfxJR^FDB{1$Yb?OmS5Vhz|)i&Xl$hb;o!x264oFB~B4Lo7-~ z7$T>Yx-9;x$o2SCoXd)r0Zwf$(?0v04hUNXtvNV9zG1Hh0MpSaSAX!Pe+Pb<0zi}W zy~UaC3~ZzlutFzQD3k6E=K?i}l_mX}6iS^Nv>%-WKYc7s69;(_3$zR0sMtIxm??a&UN-* z?DUBBY!1!9FVKH|>)7{YkuTZz6<0!vzX}4UM&K{j%_Wv;W%-Fae1}yDVHb`Md=@2E z2qyAStYcw+ndCuK5(Hj|Cz6X;yV@W{I4IvA%2Fud=hMK801Gy;=o^cHv;V{ug6@Aqm{*?H3HSU`!uD=IGEG=Z?~-9NcK7@W|j-g~e<5o}-D#)sy?}L(YaMCF@$l3dquV*`lQ-;ho z6?UUtcg_(EGVh4mPhGCMm;fSnv)!14#7FPX->Hq<1%BZGNWtsjBahIzl2+J zMGJtl1T>>f%|ov6OP~beRo^=!d9v5lS0B~SZH=Yn#kJ!(D_=_eE`u5WV?e(Z?H<7! z4uHsCz&K$_@fcDA57yii!zn^*&@DvHBp|?;C|whb?*F!tu>Oqp-(z=AZCD^%!Yeft z)n#r8(^KGY4)Y;-X22AXO{ML|<;}ZB`!WFxN1IkTcI!D0V&Mo7O!{RGOoZQLGaoJ* z#{0Z$=F`CYu^$3rjKhnJIGk5O50uKG8L($8KpO%;k6@bi3oB>Ddh3Eg0L}nUk0DlH zt?LQe=d&~op+1~FXb!^@g_gDB2Fy&sUl5yq`V#N0uq-@z@>^SqS{(AK6*`#&Vwqi* zlWhOm>G&GqTnGudgT*4T_y{w+Iw019>_M6)kG0CGGzlaPBw78%JBS0$iq_kX`HqlN z`Ahhi1bZ!|Ptuhf%`4Z>_4!6VPA__|ykayog*9a_TC?@f*v-wCL8ZF2Z-v_lAfKy~<5om?yX=-UFL3w8vlj5`C~&5^EvAi$_k!CXc>hCJK*wNU zyu5D3Q|ZL&{ey8f5U&{`Cntw=I{KkV*J(^#-tm^yz34pvmAP{wERII!O*`%OG+Op1;37Trujg80?FNuRUW(h5 zS>VL}^_)lJ?2w`-4Y-E<%PiO6uP5@Fb|tCMyx2z+41COLEj>k+&VMT`X^&0YyGvX7 z6;P&(=Z*lS1wl@##!3PTOBjR`XgS8WH z%VF`5A&DSHCq6Jz%I@n|*^hVNwYgE^QRM*_{(i^9>75{C00LRodz3zh5CFy_jQox3 zLec=u67w<5<5geHX#uPLJGTD^fKmOh9*`+3k}T(`nm&ow_dQ5GAQUWWSpksFXDTKn zk1rz@T&_y|1JwaMl9bccaq}U@qA`S?)dP6(;3*hfSN_49@V)k8VOly=CD%Gt=B<^) zN2trqk@707hHSMmn9pRH4y1(a=^EA-`X`ns!M2G87%%XQi4TtEb;yZ~#hX6J5p3vk zFEsqL0FN;sMdlU|PvVI|$ zau(rDP4wKzNQhU!wM?gJih@h(pdQm#Vca_FIt5sG-lB%2XK!Ab)~j=4Rc~Zqv~Cfc zlaU;q1?beM?Ay-f zC+e0!TnG_$Zr@b>xpmEmLlOPvcE1)W^Q%`TkGL^|b`MW`WuhMUTD|!$MM~X%{>q7c z@X(vNe_8O&4!!@Dun#2!lAJNL<3xl^uOqBj<0FbLL~Y2sTK`2h140)IGhHTax=8F^ zl!9fp<6fJrt#6!BBlPKY;Eiy1Jyz{lP9y&&lS^4z^1YjDAydtL4vZ(Mj#(_AaR76l z4nOI@;6Ak)S@QADijiPbwsm$g*wT*FWC}(DlYcy7hjg=))08SJJ}&rH`YqU+%yR37 zSoIU`lkA~yX`+ADTt{nzY)dc0I``oW&&GzGr2pS;Bcr3>A;7U;NTvo9rBlHK}d?y25uzpSVV z>KBgEGDdcY|3yjizXA^b51%8fZ z!7!+2N4T1#*nOvfu`eVMQ#QD>BFkjIGhG7%7K~Z&#R=d^&WP6U76TY}uy*%2f}qHr zcGO3k5SBBU)=*RLR*1|mNRtl3EzErra4D$CGa6HS8vW;JxKj``LrRrK^k;j26rbHJ z5Ge8EY&*{yAgVH1i}y$HeW^I1auih@H;Fu3=69AR^WQ`U?R0xlW(+JmkS^VP!&=2T z*3!$swnvi(og7UbPaw%Qr;PK7cKNg|k;{=;e`QHAPtbnFVp_h7vLx6(#Wrb{Kjkqy zV)jk&M#4}DZy(}!&WOf?UGZ~R4}wYbFVSilX#f4<(LTZ)W;&#)kP3dqm8IV2o^;B& zvkDmrT~;kX>C+iuf5X6fh2iC>ICpKNZj)@!;z?E+=6B_priBR!(Q{J^*7CW!>DSLV zZ3#}^<6JPZ_cy(@fYVClZBihK?#&g|LO+SOF7Rqw=FcuVvC)lR2&MoGmA&98bO~H{ z06s_pS@6$ROH*IXKu^+58F{g642FvGEWJ#ZB45eoy0AM*mHeT=JT((yJZpowCAewJ z-IePz6sj;$7*LSt&KdK{Pu`~`j`eB-{Kf^ zl9n|21nqKe?QA3bt+Uo$)s=u?mVe@$@19IB1^nB$ z{*WjY#qoQuSHr-2Vir1aeK|bAxsojExmccL3TC-jt7e^Hk4Qm)q^5>`f%=F|k8?T2 zs90tH8CB?jnQJBz*sqtkx(v2nd{m5XNXn_u9218$7NC4wB0u6hQl)yV;S#)SsGDV! z(VZJ+I_k`2K|2#7#P02GhBpSBV{lbZnN_QGrX|bGpix_isxmO^OGPk9WeyK}{4@0U za~+O?k!!X6u@;8FWKN9+=*h*S7?}l5fa=M>R*Z1+T^tR7n-y2Co~%vQ>NTxt=lzEZ z5U%L_Rg8)9^IbKox6DAn2_Lgrdr9{ELcv_g)Y|;eV#<^`m){}YBtHyKo+Sbh7ei?w z@5Z+=3>yWGVGoMz)XK^q#ydGaH(Udraf=N=wLO5Wh+>)+>5iSVHMB9)BBRYX;f=Cd zurf(EQo+0T4mw=w_TSl1*8mLYKo@qgV@s#q-qw4z0`ll_6(urP{mrhsA!V|z;$mc7qe#)L4?qFaRa4G=2mGciLZp zDR%sQW8eiombC4@xq0OkVg8gQcrF+|y8t*z%^pQak-&A(Uyj~Qr?~Q+BO@}Q672`* z6~N2sp_bNPrQjDX`NH9n`8nzni&6vbId-p)mAPd!p3+GsxeT~kmMz|nhH?7o1ZP@8 z9|Ns}`b6uzWOVNB=Omb3pC_}{_4_+KYhYc@dmTZD zqeZ}BN`9QrfhDnbGf2-arUh(jyRTVuTUKB=X!jK~UhDzp-hfe|M~9C>216UtOK{Ha z4J<$j*AGtcaXfgdzpC!7qRccfK?5_{Y&pLpWS_gt`vmCM`jvgPd0(Nq zHQvYE3}%v(oUjM~L>9660}RI`@+W~HbDJR&#D(QBv8px#Pc(<2QUdvwITgB5=jO%u zo65(OU`X{?2Lm2X>Z_>^hB}>T(zUd#u^Ex|$%@b5eRrpSrdDJ(AH7rq6Cgc0Q3Z5i z$y_M4jUWdibp?uaQeXZd6W?66nzEL|d=mTMH%SXC=&&h>J8K={=S-=pTBHXeoAgvL zq9n9M;;7Fq>;DgaNijr%;8+_-D9yico^XQGtA_dnRx<&>f zVIu@mLNEreoS8i8noGi=p6!KPSA^|ayUEOD07UOowz*7I6>4~rW9agnf(Tr)4x>@|BS<;(E(j_7&Vep3?w8EtDyLB&(xE>4!IYo6mg@bZ1|8W4 zXceV&#I~=c^J^0JSTcvwrQwSj|PLVrRUOzUI$L{r3M8gL*+i>_9B!Uweh}r=ILI?&+ zt0fqe0)!hNa*bfcZKV*t&x?3iIS4?Tn@3C{+D8`SpHKRbB^%#1lU65E zCyEC;J2elUKC?OBJvdnsVExkV^GnGdq!2_2+xB}*NS~>&^s@J$oRSTH@?BiIn`&{p zJ^-{H3e+!=@5T-t6EI+5k zh#ab1YOf1}JrELl0ryCYuKV=Tc*Xl?@pIx{Bl~|bU%)8S<{rp+22p?m!r9%5q!E#k zme}RKRgJJq!xo642dp3t0iaA<_WlH=>G1?_8~la^avVf)|6o1Gd&h_-j!iy%3!K{#(A5-aE`-bO zqM8ZdrHt3Rb5?0Hc{a|-=EVw90BeLOz~q09?zooizY3mZ_#=@gHWc)d^F<;6b{rH*KO7RjzYl%#CK?v{we%q=E7VqS+j(n!9KKMBX6t+690#FTnLQ;v}RfO2)qo zI74KCKmq;2iLFpo8zrA>T^#dGIF#`NIXP!IH{5ErsRyJD;3*1k7C);9iinIZQDN6V z1Qv? zJBIs|^l(Yfb$YY&-2^M(`3PY3{HHvhgf7l1!C)FBz;}16VY)~@x5Uu^CwCp`9U>5I z_s5&%Yahqk+rMzMOK!LFbkaLlR=DsKC2-9EMZUbeyjOnLPicmgnYjaWfduq$=BNB1 z|Ly~4T5ESKXJ+-ShZ$!!e@WDhi6m2QF^g_u)BSeU@Op~1*K(B>5#?oNfmU5n zunuZ(Yr>c}3&3;a2UsMxLsp5(9M?ioHn)q6inC1k7XZT73VwgP;H^a_j*?=aS^;FA zdfw)pGm&eaUTk}1h%yS3%NE%L5P+W4UzvVgty}PP9rrKB(_*1B(ld2i@DC{oFP&iL zKLZuk(|M972Apx~Gs6ZRi+FO5EKuZ(TZDGbn=KG81+G2dZ8;P3HXy!6UDHS|z$NyY(!07^h z?PvXp*sVXHnwtM2l+DM^&aO|@vm_+REIgDp+S&p*G>5>8^25ni3u~VZEx32t+1dK> zhS_joVd2B#x#Rn%Ljq?s-$r?W;cnwPPfv3clf+xRRIUr3#p2l*`QZcE2nNR6SacHK zb9g9@hlc(-I{PwCZit2mW+RO_BhiAOU?29hoNC~K7Szp0pAGk8yT-@q@lh)ac%)0O zSif;SDAG!x3MCFdeh3zg^gt!Epy*3O+^kdW4&JT?KxF}ML8VXDInMsxs%;+$f-0K; z&?o!*p4_Bsyk@m1yQNALQ+aceXPOu5hV5{!mM)LCd4y*=Y|d@im_H5u2PgsC0Jd5> z1?ju`au=_$+QyUA#=m=477ND+f%Mfq zX(~ohht{pr{;hdH14M7MeneXfR5nn9G3&iLC`jaM^x)9J^W8x3<00On1iv~!xDX`f z88y(E68~AlHKdAI!l{h;i>A23*ZFQuNh2x}h<}GY<+%c)|RR#2)A}3>(sEyaXM;#c3sqA z9Ks!Yz&=J}gsFbO4!Nrkg--hIRxHxl)perpGD&7@Dn+sKeVEwq?@zK6S$G3R>gKXq z!Dd216)G_$<>#+o?;TqY#kgZ(b5CE~HuM()RVbKO_6aF1mw*9r3B^$(+8adef-jJm zR1@C&ZgPWEa4zr`LI&J#5Jah+CT)iuux<2y*-T&o9(%^MPSpfV7ud9=_{ePuzVx`< zJXx?K!q-a4tGAQt|G=EiK%`BvajoZN0YwjI8RT5p2b5Y~lC}Zz+&&Z7WV!6E=>06e zb#>WCle<#oSp8mQTqv#?eDn%GdfU|)-G9h%75p6xKvCx8RHCsJrp1(;z}VH*Mc~mQ zTm^-%c7R#|1i0F%lA-#Amv5_amimEAQOj5H-PhJMTl}=Ov=m5%kMBL&_a(3c7s-*u z(0n9)6iCLHr92_3>yFeW6MB!mcklLSIZJ>bVNETqKa1V5C^XfY`#_3>72&P11jvMs z`WaY$?g>%W6D%JV=#xbq+gFG49!N>qw-8ng-@%tmkb}&@$yr>2!`j9*qPk05oFpo# z+Yk3ZXjY0O4C%>ryrf4uYy*~CU$R)XiD=L6G3qk zWhNc8cMO|9`LhIgEzO%L{cvT>u;ilO^1^03tvGNjoe%C*xyRX@zJB`0Uq@vr_fI=< z*ukaTb;E4(9)hq)vMHX?tzU`V(-Fa=g(M{W|8!R z8{TwDXGaU;OoJV%mdA*$RQ(Xu+1Ugk38MQ{UU^K#eNH^RtXtMcp@L!WT)b`^Oz_#3 zI<^fpQt(|z5~(h#PwWmK+RB25|W7zcAK9gc;cloBXLD=GYU~ zq4m*)6Vi@;FyLfL2_@l6rhXijAFFP?B>?A^pQv|R<PwEQf6HY(=;;GDN zaz8&n@vi?P%;|kLZdxyfWyGxL{s)R8XN5!0J&3H|$I`F8m8(N{lDrTM$>PdH^G6_h(yk(si1`>J-@ zVY~@Fq)P5Ft}T17MmBXs-85tSBg--~FAdkh=W567QX~9!>v<*aMIYo|Hz0NYbd5O{ z^K$5MJ)MaPn&G|FaYtbC*nL}3h^j|OOJhaU!gzeCfob`J91}>axolW}H%#kyw_I>~4s+j&Z%ARmAnv>Kt znIVdh`)jH14IV-SHs0-m>r>qXF}DV}ga{Qa>#7Ks;;&#I2XyW(k1|_0B#bp!8%6pJ zablTRP?abKumjyh+@wRrQg`>(plk$RQ_Bg2tgLC;7rPIr4N88vyh0w76KTj>cTORQ zQ}JHxRxY?}25F!g>BU}K-NhbMl~6L)V4Qm669&lDYDNawpYFTWI|R3az@1qR z-)I)6zMOan&KAGBd@V9{d-+<|a>$Z8;zjVoVy%n~?_5GjO~1KX0=LSEs{NkF$qirL zDP+XajJ_Tf&2mzz)Th3a zR+V~_cW7@>`VBGp%<9g+f3t963e*tQ-4yGCk?1|_kFt}HHOp&6L0=lBp0ioIQ9luo z7BD=16eq;oXjHsxQtuX`DtWed3jrmAs)Lqwc^Rwthb0l|XPX*WRGnl<98>ewXT4L> z?z!{#_;d}#ko@_!-?c8AeNsUm+Af>;h-SG$zdbU(1nS&ko2lf>>8op;Q?H8$Oz)LJ zP3AfhqxVy-(Ko+}{C*1>PVgz2DkEqGJFTk`l@{!qQSmTIW>s$C$OxC09S5;qL{Uf%s?YF&QCu)lOX}m&V9)dSP_<}g zL1bSQSFI)Jwl@B7F=9fNdJ5AOGKVedr=KWtlSq;x=~qmh&POC~6d9@<$fC^cg6{%c&c)5Sg6eYs)usC;`^cwy6$cGFn13l!R44e z$<(MX_ekt^hm85vxj}Fm_Em znkX}TyBRR|1je(dJTT=Z{H5V?*`;5GJl=*1622)4_7{>#AJktM@0IjTOA6}k$&MRJ zv*;Utw^a0$2kemxq$o-Rz()DDI;gp4ii#IVQ61#V$I<6mH~DBS78U9%`ug9x#-Wqi zNC$+4X&kKHUBzZqdk@(8`_E1iSVdHKuDyx9r>N3J47I1FkOeUwZ_ba2Cf3Vc*= z<;T&|(jI~a!d5j&)2{IV)Rh7!@E;S|TnAWs zAqN*J=V6c_w&z4&{rDC>d5}F?`t8n+Yck7Karg!_!|E;{8t^(m`lKYDVxWs8+BQlK ze0$Za;X72_VZ4kWTJBsN-)ttUutiilRU0K8-y|aNU(55qg5RePL|IjCCN4G6eTKf+ znr*5(-R;S&cFpRusVsalPCj?wx;Da%@7F7QH00W^jhU%(45qxv-6HNN`u1MR--aaA=4-GdxRQ;h-6QEpxyD9YEAZ3a09wkjw<4##SE zK^*d64Ei-{5BQl_T8SWeb#i%^KwM@yj;t`LU)_*a!fId)76G0VczM%5XWk^4pGL(t zV;i+b_d#Q*sjdAN&yN9=3zTNZ{L0h3;c_6u+#a`z{zJ%m7|86cp~Su%z}Cw(fKPll z#hG8gj@`&rE(JdNEHm(9AzCiV3q(th{#Zmj=7~hvEUIu1XO!~+To3T|52sqrj1T=Q zQi6`I{hhvcrr^?}oD&DuDLo@&WzhAdYUt2_#q1ZTIKYhXLYNF_!Sji7Y!!`d=fl9e z83%CIM$e7*^z+qpeD)5Q*)Z@iU+&pNic=`zlU4sQTMoA^51W$=FU8FB^B&fNRkc$d z4ab}2mZe&>t`Nbn(3had;3+4w=liu*9v*a~udjpaf!eHKT3uh~`)6W;kF5DJ1E^LZ zg2MhK+KqUu4j)<*4SMuG&jMmhz4?y{CQzMrz_q;wB3m!si;J>{C??(<{(|&ZvGem| z!i&Iw`7LE!&+@(f(Y2x?Is{#s|FPXacFOvCQFV}i>YD-V_E17Io!GPsA?OCdgN{#k z(x8qDvAr0p^H+)Wm>Q^GiM5^UK`V#{B@dHZju-*Z_5<6yt2oeO9>at92{JoA%pFF~ zwH7?dYdA*E3jT@qj z7C7E1w+yN@0G|VSnYZ6jk2&$Dh@Upqb7;on7_DSc{GEs3FIP6SU|dv&d{zt~l;$VZ z=0B3>PHn)ddGy&k?`{uOOf09)zty8eB@<#(NoL^)BZ52$0~dJ9XRL7>&vIIFo2Usj zJbnxZ<`&?&TSA;^Qt@es;*MSM&O5R11OndO8n;6}%!JTyh7;fZE!SBM5T*AEFJT&K za*eu+_9Na|Pu0z+i8MPN{E~BD*0fQv0M&E<&ce86;}{0l%zo)9h2%5+L2xl#mV1*l zRkC0ebRkF|P)tCt8_6h^TcWLtEZP`r@V%k%FMI36js1Ga)!V5}Ct}O67cVXWtjqLj z8mcGx>Muo7+U*LZcH;L@Z|)5W`hr+y2NHp(SZm{#5_VXBluQd&nhG@Eil7qh?Nw<- zUo4D&*J*7a(L4sI%*yX<0C$SR*5Zl>JQ$h)Y}Wy*Wnd1U!^1Gc0L)bc9k}D=z-m~k z{U%Y+Xbazjs-4Xmz$`OhLf5r-_wGgY72SdLV)bnesV#Q#^$N(A-A@TFWW8GlmZ85S3GmEx^K3}#ysx#zDZf#kapo>qBvigVNJRK{5 zNG5*$TH*ipoQ<~$;BWwdo$4&}GaREW7U>57!&I{WSScMsGi(pQ4x;zRsBGCnS^?+= z9=uP3&bPGrNRa(lX@G*@(L3MTViR&w%gIlVvn>~{vh8{uWcPQKdq!Hq*BMeb1G+6V$@K_oRqt^Q<`wMXe>HP1@%?#_>2zepcHe(XR}Yi`sNB)O6+ z^}g6#wW4}QT9LrptfB;9B5YXB3v}BxGg0xPDuu@{yo;v-51w$1y`RCTBVLkA`fu@2 zq<({TZ^|epGK+_-%%X;$HGKchcb(x@&tMN5F4pTt)9$K28i^RI?oqa~I<0Ymgz+Yrfv3zVexf5WgU6}EmErMn;ZM9zkcKo@mSf~o1{ zq^2Bi>E>7G*;rHyAD0ey?C+sb9&@93`C8WgJH-R*CXN2C&jlkrzBcVP-=O|GEwX;L z%l&A`P<0B*QqpTW!;nKcz}Xv}%sG~J{9E8qN9lx3qbY!UFZ@7XxXDtm?%nnOHurQU z5C5O;K8s!VzlRGM)Pv~Ce-D0z@F;nO{~T@ietjL!`U%%anTqQum(cw&W5}k(#2F@d zZ8q79H67EeC1CC5W`%-(*XFKFrYa@b^>U@o@(m-+XiQnfBytw_$?nHRqh=cOw!K$V zMTey5Qm7J1#I{Z+wj?ur(ImGg6k3~F#;_r(HLGsvUz($GupOyHA*vohExfSJOc^Ix zQ<=YBP5!xmnoLw~SN(?zFfwIkTxHWHxeS{o*5a;IcDyky5_H^FbyRuNh?8VW*T&o1 z*tsk%D5q!>6=qoH(>V~=bkb}2cP*ljFnHx7^oj!Y_)O>Vm*~1xf)84kW@LS37La!w zy9@^@xfoGiW-=zECXKM3ky5{&AStvSvC~(>)g6X0;+YmxK1t8=c1bsQII8nzgR2(9 z+6QRv*&^!K^atK(!H1mczGiOf+ppKcsckqVxnq^gzX(0hZ24ZoiF%|~L4@28sieL` zmJ@ut%s3u5_4f0?x`(9cmuV^6yCv7|l6`Z1n z{(;Y>)N~Cvd>W>V>x8j^?)I%c{W}l<;29GlXq;D`qIh?zs)Em{p7=r8_XhQz2v~=2 zB4;gslFDteh}E153mKu7W@k$I7Y*LtL@|^RaW+(^fCJakqi9cCBxGJv+1FDDUB0Vw zzz{D+g&gR+xinT9g(55xizic+T=A|W5W4V9TQwHJF2C}5obS_?abS+sy+;=WdE{guFSVqmsX;crA!!y_d()N4SOSW^ zg1WgXYDvwQr9<1ELe{#^wPki}P-E*Zo(>_?^RcUy-zg{-#v|s109RLc zXLv~~+9I6_v{(Fm>^+*k&bPWs>PE$x=)iX}nPkAzpiYHq@m&90wYroHUaF1k{(0B4ZI_ZfnLFIs#TozYF zDqUJT{kvrghP7=U(27j8L5?pO7*u{5^7v$8n(g;PP~x87^AO8dm_BSTgy>9RlEox{ zAdvh2Q1+H#QFd+EC`gBtbcaZXfOK~$rIe(!q@;AGw4}5!Ad=FZ3Nj$w-2)CC(y-S& z@AvKF*gv;_EEw*-*L7wYEc4ZKM?U<&LZSTgj?`HwvnOYc67*pdi7x(Zyt8I8+SbL1 zC~qc%>%+9Mw_KY!lwJMTs|!qBCjLee6c@_ocoyW6mK*PAEF!VhcY^_V2ssoNlW2mc;Vtakl~7)58nQMgVMYew+<2pCuOrV-sbZIs_wmLd}j-HFGWq&`dN8 zV#q^eX1L)wR5Q^Dv9a!dtTpjokJjlJJK9EZ<`Jkw{_;56m8McoqdF3U=6M`QX5~$6 zxk=pwxFTg`(TaV#rB$YMhmQK=ZS5BijyPHL-%M=oYL&j0B|rtSmvat)bX!OgtEd$# zs-)HA-py-|vT&n1q|?HORv^wzmI?Pclf8qxLKrv1M@JUzU1CFK)JU3jJ^ZV8G1xsN$1oIxyp^#v z5=CXEVrQ+q(eyB6)EypvkIF0BCu-quvr7RaT0>@4+SZA|B?C4xd4rxqr|K+W7nWDu zsa^lZ_IGNGyuFQ`%cGM=3tV3VS_*K-K)njnb!s+JBtUI2hr5evs)Avdb0#`Pm066E z6(SEfZM$tk1w!`J7{@5F96Z03{>#gc*W=t@e{(+8hH~btX;9*y9(oTDQC@TsShL4T z6|z!vzy8}(sb{hJ-D4aJV4(Y+RMLEZd#{hgCkkyumQHG({H70UvKlPYV|!T=(%nq( z?4yrw+v31^0l;12cJ z5R~cIpU%R&s$|i@n+;QiWJPS04q6XI&27shj4{hkvVrYnHAH0{h?m-Wwp;pV%y3b$AK=$L0 z=eN4{6r(%4#IsFHA2;Fv$LMa|JMq4rS5)-9Z)(ROKp<`}`=$B-rI|qyt74}}LypR3 zrT7uJU?#GbQ|6jL0>k_I7{pD(9*S^^(0h1&1-)_BIk7l`guSiAw&@l7+g6T6)#6=`>n(3U-R+P zBe)*GX-a_e;wv#Gy6e(3@>%)G^(O~h1u#O*f|e`b|3+_k`Vd5>wI46j$`rxB&{LA$j$*12mj^qIp(woypqA0c{H+Z&j&ms)ok( zum7}vP_q}14>Xt;OS-LEwLj^99zx#*iV&@>ez#bfO?+aFahZCfH;0UR(bCo;ykc7c z=Hd^CZp9dm%4+XVjQkld9KhqDxVYE_jE4xj#B?KO5+}=EILuo(;8qx{d{I_}237R& z(d?-z{?G$V5RsJ$VrD|XQWm4GW}c}b6-+S;jm{W}xZ;*eC>dw7cH-_k1b|LHl(FZx z-SM^#a?faz1j>pvL?-K$7T#|o&hqGZBr0=s!T(^sbx=@(6R<`Wz%bFw7gV5AIrSb) z2gHc@jE#xB`?@z@1f1x9Dn7@2gwT*&o|Q=Dhb_w`2z-%jVRgAU*H{%N6(_O$WFyQ|2v7}7$eE<%|UO!eV z#jl8cLTCdJ6E`xcx%4X((w-q|fD$6qBTc8nV&Df2KXvju7Fo zFc49*Q=}y4)ahIdnm!%+-Ik^FSC_{E=7k8IMFh+OnGf4bjG$eWO!wGvYDqtGMDj$( z&C=n#sAT|Kr-_mGR_cF|4xr8FEe3AJ?GZ&gKvVm9?$>$N!Rd~Kd4u3?t&|~ct2m7?AUo-8G8r$)7V+RQ$Ap~3mqYi=#AU4AtT*IcNntZPX$Geq;O7AJ z7=Wg{>UnHrV8Sr8Gxo!x-@yfqyjg3QyYiUBN^x3AQIS_d!g1@TI4~u7oqp+1jIw0Y zr4+(sPaXQQ3!p;f%vikEk$uGA3kZ>T8Zm3JG$(_a12J&j1Mmd->5OKj!3EN`Gr%Z; z9$+uIm0)1J#zfQPgM(-mwaQRU**WHZn#YKlh(@mT`0kYGTv7gt#GnGEdAiCt_j;4> z!kUS#<89y2P^>ZI<~6kZ1{2Vw(HS zf?1s_LA&fU0Ld)3-EQI;xcL7YnQKi+|Ae$iMBR~;Kduv0>jv@_0I@MZC@cqSnHoGC zyn05nU$JQ{5%BO2$_%LOfpluIKo5{&)`w_Y1e9Qk3Oe ztL@eme*Ka1hq{Au8+}i`T)Vs!rOr-MTYa0#eQS@)NaTqEqb6!wHrIFk=4=Th*|^P7M?^q0ppzMGGwKa+>d+30e0G4Kf0qBW) ztOXtyg5BKOUv!=Up3&zgmqc(X{2%YyKetH>P}e(wMJ|0tm1k9pqRo-XE-GR!1uU9t%CgJD1_t#!Pt7#TY~DvCDALUUk<5$1=LP=%saInrC+`nAI;h`tEt8 z=_qqBJ_c)cL&$KCqhBiDLdZWcYZK_EI#NI}K<#GHC7tBfDAO0nPi#zRy^X)r{bA~svWA0Jo73s!~%_#+* zD^vEL9~P%XtdC^Ge!I?A2DJX`f>|z=ydEFevFh}0@RkJcJg_c2_gP8<4+jmJks6t6 zxeKJ{49V!iWqy-yq5bs(GA?)WRfoO|VRP7qsP*c!VnII{$`e<-$*IAWDl} za#7u)go6cO44l~2&#YeNNW}*AQ`aZls?2V)6ppfN6QzSV4MpmBFHu_@;qRo`CKLhs z394&!2mf9h2DPw-iO`h*ZYusycgdX@#mzHCOH0Olj4?XV5; zEkKWg71*@0tqTaivFse-&vNM@whk4%I!F0@r4o1m>>BHBKb9N$U%}b zlk3*321M{L41&DTsn`QN^VFEoTWkauS9Ucsge2wQP9;r5tV}}A4z>o*wxeZ$F;{y# zg$W*$$73Zv5_*_5hXie2*&#YNRedrEx~gR{CuTQa)+*H|I+wU70= z!7^Cj+lo24;SB(HH#EpdNgb}lN3z3mVHV&81>LIIx8&6yY_(~Z@h`reb+X)@y;8Jy zo7Jt*MQDmyJWy0jd<$OlwGRD@68(&^pt2&A^LBZp)2h4EE+<=rF|0a(4Q^8L2Z?Tj zGQe};#KbmdXjn_2-LfV7{3va;HuC1Ci!ud_p zk2|pC0y06uNI@~vB1T?(+_cjC^8+7b7`~%9es=97GD>gU|I0o2ApaMaj-g;%Uf!;N zehJ5)Dh{=-qB0MnHvSRygc|n`hiENgdWKne`X-4UKjb2JMZMWt)5Fd~&byd#!TWi1 ze#e*CgU8KFAws%LVT6XxKR)xf`Xv%Tqb-%eI;A+!S|o((#Q9&}WOkf9+?Bm`-XJk-LI zLwk5g_Hz^ifG}XT00=Xcr)ts&py^B@~X->rGeFY3LC(@o*uI9_N zaJ^!Z=ZjKUVoz0VcsUeuABpnitTSk=zTB_H3MG~%tbl@kO4QdfZ{<{S+P4$$!S#a$ z(g=U;e225OuZ?$+=GJWOv zB9$_c0M_Bm0KtN0IDuA176T(bAX%eJgi*$XjbDef%G79LNxBEZp7L`&4Xu z%0pHAOVZ;;&fedLKH)VaJ+rS%ES3pf94p8SsTSU0WXbFRM8EEpXcxd%CW1!|7tGQN z3k-I1oKv(B$BBkGO)qLMUNmt?`NwTtqqxDN0nCn+fgLky7MhSY-%L8eptkfl#&ank zex%T5Km|I}_IOE&vRJTcTLj8TK(DE0TH#U84XbLfS-~@RA3c+pVS#9=&TU1Xz1*|a z(ul-@$Da`Q)JdHwcvt5Z{*GPH?iV}X@(F>nB*bGEccBge%m;H`KLf0Kh_~m@lTk_Ih2qY`@D%I0 ze1d1X79yop-ZjX{T}GG_(X>SqHPjjSX%LgDw|U49eQEgR&h3DQ< z>kMU!ukrN-q)T8?z<&iHZw6_abooZyZ+p>_=@+>80|D8Kfln)6HWe}*?PltFNDB zI6%Ju9k0orNmdh1eyi3#`yOo9R2g_+b=n*^B&+LcBGw@Cp__lLdN=YTBr zC!+VYB{75nL*uU znP(I&S?~nJB=!UD&!JhI$M=uaLJ4>|0?F&!5pNpBuFWKwI}m^ITtedU$f-kr6Jo^x z*hS3VYI|ux{5~9nUIF+I3Q}qUBype#DDpxpeznG;88&i*3T*ts-|G85nclw3LdU=Z zlUSG%P&MD)a%CNM=j1U%b>GO(GHA|reN2P zd^<0E|AYVdYv}r|K`wtFf@$x(F6)dzWMP2W9vA_0;=P|wRJ3j#oeaY#Oe<)8ko*Y; zt3%y#%aF(3rln&W+Ea_VV+LME2HHAG#D9KF6A?%7NYBKZS@I+)!R-Be=wB-nGmMOe zjVoAQzyHNjq)ndxbbwyj)NtmDm!ODaW)*Y{{Q`mt6rdPPoqAR&v@YED^Cv2TieL1G z<#?hOt?XP}MRaeToe2Oe^>O9RRgthDzdg9Y^^T{i0!ZQ%d($||j0*xM4L2^2H-N0j z)6AX#z^(g@EAfah%m$`8ja&yg&>d{Oau~f~xy_5iFl2iVAhZ7(O`;h23x_F&IKc=R ziJ;dPL98c25EuH@`+^Ij&ry{PF=RzVyKZCz1Hferhy`9qUt6@{oQbLvI zc`Rat=L&u@&}{dl@l-hk?GpEW7`OY)4s%s0;eyD6bRp1?oB$3psi9ZGHNVSCcnmD_ zeAy_i%hf(dYTvgMVdMcSa;BK!rE_+*86a60b!z+o3`t=H-h`&AwMF6Aqo08M2Dqa@ zPAN`DUik|fQG?ybKcDRKU~`kEXn#CthLyi+k$gXkKxUCW_vfvYsx#vW=5pR_?<4jI z5rK@XY+YA7&(^gF&UFj)CvyHLWT=C+bzj4I%AlbPd~=EaI$wKW&t(dqVQ6S_tWfC~ z5$4i>(yjlME+s)bluHkii@1X4?W^hoQXYJ}8^P$|11!_e**eF8@SR9{7%CtC0dzB2_ zspx*uqfcrE@_OQlzi+B!pYlI(?;9#1fc+i+H9pHt21QdIMs~5v#MsZP4yLSI&J+}* z6CfD%p96e{D*EB$Uk6gNvB zXOstNNw70*C$;1Z#;Nao+xc35#HlS&sj4Bt(SmfhO-sq!nYJA&sLY~-X(4uSdb3n( z+3x+42c%(|CH?MNdJQl%<9LGY^wL^@8)QOgvEZ-4PqK1B~3;Z^22s9ZIMp)E@V+gDUaTLoL6c#4xS{UeX6L+ z9Q&8hh<5L%z8z}T8L7j!mj#TECT|IqY2@UXUNeYlVeD6j+nm?xN5O>`eQ4vFf?J#z zv_Fk%GZ4R2ra>ZzQo!v3C33Y`|Jya{|FdhUA21f1iIq_j!7?wAz&8CY<~kCU;YJ3* zMh2eX`eXj8UMr?_i-b08rf**vl{7h~R^fcmuVKnxSQMfN`WW7k6w+|LqjeMhhQI#t zjy#@oufLP}f%a7jsf&X=I3Q}~df z-Bdrhm8EF2_Kl7t9{HNu$6m`%dE)o_V3Iw3Uc#eRZV|^ z<3tAR2C=k4d1Ywuxcyk|fq|p;(fMrG5x1ADbomdjoc%hc2ZHk_^TeB70{!~PD=W8> zmJLS!z~9TfUDcpH5_Mozqn}eK1=OPIk;LB-qK%Z^#&{`tH<=znwhlf(jf_@q zzC*u@Yg<&I%i-nw!bB~cm~qZz|6NFYWQ1IJ?8X7tFWq%BRyWFT_C3=j+kKjk%KBH@LcpdeKG zKR%4sr&PtA@hHu604}RW#!+2RIkJEuo z=q~DrG2%&Qe*3)vQt%uJ$0|NYe=VLLZ)y` zy58_l8_$2VF6M`WAhL;raP4QTCC)a@b;E}QKY#2NRdaGWlSed%qNmt^Q3apgE;Is= zzd)W>j^4xKHMBLsqrdib(9|L3 zWrs6{6uDTlAfH2#`fw0YPxi@U@@C69&T}%}>yN-x3Q!;4eAs)aO=(lZGkMpTOG8NK z7C29JADdzb1{{!RtVv(Hh4=i`&iRz+@OO4+6hQk{ma}*>NpZ0GDC`aK~5CKA= zri*vR!6BmBLCo<}TPB)3S5wolkP>}1_Rs9w7W7W zAkibo9bg8AW19baLB=Q>#J>F6n|ZnJeCx8E%egmULFq^e77+CCugB)d?@E}S@@SnX zjGN)akU*2b(Ciz9D840dnFB^g`8p zXnEijy*Ec*w^iWe(H@Dg@Q9zsBq;=_)akFH>qwxaUihWFM z-{RXFS23h8yP{O_yUdj_EbVRF^(8;#=-v$vCke=hs+S4xPA^#b2H$ckuJ}O8VJ<|N8xOXmSu3<-qs(RV?qiVzS zR%tBB(Uw6oTAcN9D@T&WxP2~XUUz=U)cd(ZAmesuT^epnK>nO!%@&eE1l;cDJ`(=B zB0$GS#X13Uu2QI6o{u^TP)1qQJ`I;zYP&#~!~qIAW-G1A|IVarYCJs$#UoF~9Dq8& zD1WkL=eGii4$R3JapmAVx;Pat=Jy-+yRbeStQofhK!E~vL@f<FaVM{b_UAOmHcf1KBLlgnA;)>Yg*kf1Z1` z4H8;jv!@3Cbt&c43tY;GIJN`B3|(&;jCaRb#GV}eg!+o42URee=#MroC2ti;kNV4s zU)Y9t)KkbrkRm>ID@8sdmc9`VnNrJ45-A+>X^MZL7rYv>8H!=StbrH+&Ae>4|5&ak z`FUpShjEN%MCIPMQ|W&x>>fR*Lwm?MNAF({z^EE0e%D|p3I9!Wn)N*q{pj9 zd3)Tsa>QT+H~qA0%Oqa9)~mFM^%46hHH7q;F@x_-g*k&e60&sOzVqb~eO(Aku#jU1 z&4bnLuZ%!H!kb?**%X=l7hPft%;WmS%G{U+qTlN?AFm=I-@Wc!{W7Sf3Q0aMp_Ujq z^%%kk4eXjFxqCx9Dc9g}W@BK5qAm*j)~xA+#Tn{xBsxfIvA@~Lz_?-eF|wwE>|_4d~Q*n006V%bLw#y9N-4FfxD^E9GgKMX=B zBCHMci8Hm&)ip5JemomfY9;uv^Cp+v~A^dh;<*K zlOG!!2RMZ z0JA?Z1_QNXa7KW)5th0e0;d335s27>)sgCgS5t5gg!=;lo;W6aD{0UFlQw7tMqW@$ zdy5l7U;R(a0sR=G-OPb8EED3h#bIja5nC&6ALsDc1Ot=7q4#k{ybK731dvEXBwc{8 zhsPt1@V?(#xq!(ok6F)i-r+4$Pm>BakIK8tcMUetPmuS z>*4u2%6pgDloHSEL>$bgHwUfwfEaIxFWRHs_lo0+85+g~?@@#nI&dS9e#O9a4^cmJ z_;7!C3@R)rfDeAmw(G*b&alEwvERtr+WH7cJ@CObEKRHc^eh1UQCKdcouLB4oV=Sw z*wJ}aAk7DA;NoM%45@@XzJA!}%HpnzsA3Kyjk-l=6iLW`)B9rGu+4jhXO;N`f(hQP zLS41fm=j+^GXDj3AC!`p}YLw2Y7Pk^0) z&JslS#1Bw#s%)o7vas)2sZr=`lTY1mZ717VgT-*P=r*!eNO#AIa4E1t_I%yF0j>pV zRo8*Vr|0ng;P4Ueh&H?L?wV?T8*u)QZuQm;2T~ZSMgutSwpZ#F1yKhJ!jGh(mT!Q| zmI}Che%-7*1hj!v*SbKso*-n%R~Zo@dJN(5#{#N@s>*8P3BwK0WF!p?d9|;~!U?vG z6P^7ws4j=SI#3u|(w{zlGCu@BsQ-2v(LW1(hNeqJMk(4LCZ!`7Q9T5Rprf`aZw!~_ zkyCMgVYaX?gi;B_LB=K|z~-;QpP7D|5mqg&OmFxNaEukbRrl*k*K$ZkPUW zd7H_eZ3V(Ags@f+^l%a?&uH)fQ3J5y1H@WWX7So+1bo5myYP^9oA~8*==v@*A-@EAwVuNo+0Vq-=$!XTa@ zs+okIP%d}}NVK*UKq#N6r2-a<;n%$;M~6Vl)PJzl${^48EtxFreGVtxyQ`XUmt*l- z^}k1Jy$FTYdE?!@Qn3(7-T@HP{C0vJ{u5{%pSzV*lAR@ z)iYbhhhI~AjyL)d`Kn?*OB%V{vQO3OFTH0+VIbWA7i5)$!!k41A)9V&wvK7%2smh| zl}!5!o|BZnxg;Hsz=+?SO*Ei18eSRU4JAxd0&hh~inX8}!BU&1rJ5g2V&%sfhO=G| z%De0?pWaj%!)LpBl}yHX2d7I90z;gUe|#rcQ`_1UA`=C_x*O)&D3)G{R>NK70ap$)J5h98Co!@|p7Z*LyC1E&YCPR^!6;vio-`jy ziv1{Pk_a*zT4J#m)38?Y_MnUB@E$ETKSp~X@}B^}L&CgEKfIutHfJRKS|t8@olllW z_RZwcmp@fKSzZs+m6~G6rAW5Ym>(&-=4itI6KzbB-9=*j_a{!(h@-l&28_S7lU=dlU#zWf}# zlVi|F-j`^egJHBV!|t$)s&P4<=2-W2A<_@cM8jOBlKP`g1aL#2_fGM@-$PC8wXDdc zONn}1QJ8Xw?hncQv3V$3k%Os2WpSD14=_JXx108enbJg^`7FwelMvVr;&4{BRXC!$C0SPMU`ntr%S zJlpsnPej0qVuOzk-*$+U?RDU1C!U;(4UNBcrC<6m*#yAwEXV>AVq3`7G_R9@BixtA|wn$|F;jNaIint6-NzCC>k`KRwqe*)Pg=f3oPhCImUqsp!^B_qk>Jfa-6{~EoE zFmJ=GLJkLME4-3a-d~y)82@R8cj&IWMzAJWe zf|+r0EO{++{jW_RllBlJ`5#A_9|$aqjh%%z{i%jG)|z>LGv&0P^#cN}g@{Uwoz~#J zf6mRCWDo(EWTJ`VHLuzI60Byq)RzqBYT7e*HEEx?iJ(seLxwkTjgy4ZaNYn&{@M569yQ1=fZ-;x{cl(`q(PJ4Jm|T1@m%VCowKQ(3$**;xq8j0k zEIk(eOH-u-rH<&WQO=~c0^&emWA~s?*q)SbO!^JvkFzMjm*rqIKi&VEhBLw9ZD*v+ z$^^om>RyE;l`H1*=|bIm7Hi(;w08nw7gOz#?H!M#D+{;2Gs2bjVuR{@QZ)df~()erQpJ+uO(;KNP zJt-Ob`S>~Yes)iw0A9iN)vS=GM6qfXZ}f-PmcLN1{h?282raQ@$^WcAd^~=LPLTLO zckg??Lhy+^C{o)fI4FYXD&SbQAZ2%Uf~@Hw{P%LP7Mt63bMd`$kKYx9d9M8Xop#Vip|4IH0R9-+5Uthi}9T0 z?wsmq%T1!p_S(BbuTOrtYd;2YiIFTm3hbHV1H>Mj$wI=69&}QlT=S?fuhKpq8jvK8v4#G8L%Dfrr?$)$wp`rH5C2DM`BI zDa0;+u3KG*oQ#MenSz8?=g>QM$xDnQFNF*41jO4xc5PXIihXxQe*Vamp{Alj8FkbE zTuaDUfz#c%>RNqa<0^A~I(<|>ujVO>nbMpE;aXJSqZNr`a>;wB4EdfEaXWU@-UuJ~?fKlOe7jUicUhF7m4or9fM z16WgLWMtTiEo@{1M-j=ZhI+}>6f26U_w{#YXv(=Dy9%s-T}BJP)qk)OOZFQ3Q^QcW z)9BPN1BWu& zJ0tW7C#~)3CVTGA1+c`YDj;Cb(m+>WQoHmuX22*KZiR9<>!W;^dmr-(=J*Y?85N~s zs;_&p%w`o{?2vaV8~CSRU{`ib%*S*1EII1K3gA3g=hY1hR5g-ho@Aq?rNs( z&)6-^Q!9=apYPJd60pfd^Qr_u%6+FWV4#DKS4`~fZw1lR0^EfGx6UoG%QL%uu}9+r zd*?%L(UW7<8_YRxk~COSPG~6YOeZELf`pd)+!Kma=5*OpWzlQS#WjWH)MRAVNJp~J zrsp2t!qt|QUYPV_#&OTWZ&SmzQ;cf zWx+eT{}dRk*HZSIgKNpPcnhBW%TP%|`!$t^Cj|dAf$lDSauDlEIpodDI*#Mx9sb3u z+ZC7ngR-l|xV(3qbid?tP^iY8swvBeA4~LK`;i)HYE<-isruLbNp=9ZR4cXeoCc*b9@$0k{0!1c1jp_FHmM?OXr!Q)XjExMn2>8q6?>Ql;>AsiH#JTO|d6`~a#2 zL%g(CAxEEfrBI)S)ZZC~x42NdY(7@)>`wz8pY4~XV!x9Y@=1s4NZcTII1n486eNe~ z>=NdZ`+pIy5!OTFe8rL&pG0wKxRGTfqvpz_!|>g#;6_E0?F9{d8FtBxelu6 zQ|#r(uv_;mRfu*hG(6s4NOpl$v;z1=vf-3VWJ`=&PwhyQn)N86DhX(a|6ZD0=|C4i z3m3M{Ove48`uV5;on^)n`eAg`gXL+cB_!U4~);+Nu|ABJj2BnLra!*am& zBY8WDi7!MafCWDWP)7URWQe$Pdp>jOwBaBKta!uve#dcds~O3Dx_phK>Z8IMxh%Y6 z%^UW}J56|O_$o^6OEJimi&3KWF4~|Ts(nMc?@f$y0vcNr0JOxTNz_LUbhIBhe~R>j zw8W+pCK(^mN#AB+at+cl;!%96V zCrO2zr-b*fz+jsSeEg(=EGpXSN;@fir=a#4D1)*#w1I-Lv(aTGE88zQ!^LRobvf zYqHk4PI~n4v*cNDzejx%Pn=&Z+AFN=5T}GM)ffCJp=Rl2jt4C?W$yFg)>>ggavZt9 z>BPcz`c1ihr^WP%BYx(%#~t>zl(vZjq6bV+GPNsKLl>;fL{Z-i0Ujxsl)T zF9ae0Go)!Up-Etk0pPI_P|F~onWuv_jO|NMqXUWO&%43dxdcv`H#?a}&HGUjAWjky ztYP67^z|)$5lsaEVBH?WXR3JIt#@K`or@%q5l0?`U6S!l`W)%l)cre*vo`1hy00b> zDw~;=#j&~QTnAUj67#nE;tKL|kped5M1S*;v@~Y8Mb%eaElyvT3K`lX;$1qij?;}*h60}Zj*4|^5!dj1JWKJcs}5D~fs z7xVU?tgG36NnLrI&9*X;*{EfB+sJL<~0uyWH*T8rDn)|C2`{<+m` zIkCgvFs;vlul-r1TK}<(rF6@d*LLWbrDzKiLxw&qzPN0)&=`-h|7j4Gr&fg|_wMgc z19fZH+%ExX?FR%4&2@L4pA^?TWU{FO5+z3@{gLcRbVGXxxA1UM%H=*!d=vghz0!YP zIAdO(_ji1djWlJP9Ma^tG~(j^kKo~aCp{zn-^N+nzM)dIAg<{WMUN1a+hl`k4=SNctXT;wI_y818r1fYZ(IjCGzC@ui@?BK&4 zo9`?+){#2bX*;iQ=2}iSw9|*9xB$6Y=YNGv^%ZO*OY@`JSnw%O3DgBjmImCU{2fIS z$Jm1aZ*aU*nBWQmL{9vU%hWsccb47{6OLmpaEyQ}E?r@E-7j*4zt7!Ygzcx{id~Yg zzP*Ug87sid?Zr;rWq+B)(rtf+HF6XjeY{*Sq+?!c@v#3D(Uqav>_xV^`V~=6f zV9O9$%nHrq6O=M=&wUWT3qBdd50P{umFh5NnJCXGXxSGz5U{>|#FwplRWMccPOdHj znEvqgvoAJo%sylc5pwj}T4lQ$TadMdm4A>1wUU(23fcN<*-tqRM~U_Ahq#630qzs$e*3d4eCc#wOCP@vI5TH{ z7i$hSFg!O=5WjsP#htR~4^PBD(Utp){O5h0LoEQ;1#wJzJIkZn?mZ%htj^1A&53b4 zttPKLcZ$MA>%fhe)X^J>PsUVsH;yTp0~TB0z4ZN~ZfA|=_ZQG=r==Fg@nwxhVc5PC zL>ok1ADvBT@MJ(nc`8DFYe72}Jj`i~Is+sS_1>wfkZ)dhC*G9=&A?vU*VjkdW;(~^ zY!kYgV)|A+6?&jz{TzkEIH*Vq|3~Id*=*G>D6&GYWC%f*Xw73r27@+R6}7B z`4rzOo3I+3Et+X8l}`E#yehID8?V7y`isYhbhL1VkGbk^|61i^D0I5lGr=xCNk@cj z(VrX&Q4%nEyz1C;Yp}&R7cTko>Nw($5TC9|LbS9UT8n(Ak}you@+l;Wtu?LDIY8pc z!25N}Y}TrfPd_NX*T2xWnM-!uHWpj%A=%mw=;bl`u{4ue&`puTZ}h^4;b9@I(bZL; z*YfkXHraM@6m}-)<5Eh9Xk(I|b4&7fQUA?yj#q2h$TqyiJ@|UgtFVT)aLyAZ!u%ua z;=rpMwIV0ww|sp{=VUrIvPaFUQeUfJ$D zeyoCT8kmcceeO%F&f!tSZ%A(~s-;U7g0x`pU9TCz?>+^b(@zGQe_^KKKvU7XywKj7 zz)zCfq2eyyON*JbIA)PuIfV2 zPWPc#&gi)II*S3EBF4_4Hqn^ijmVV1-4UW>ol4CB3lJ!WPyPF%$Vj4YmVp zmDSe={dur$5pC*8=Bun@MxARuDdWQXnl`JG?2s;L3bkT^Y4YXg$4_o2JsMAJPbA{E z`c)jD;SjZ1TIV9lm*y!7t+-`vF_NEQSnEIErf%@YZt2|Kzym+wZ+AlP_mDJTBYe3D zZpK$6<$@L|tk20{v1UISUTkvnB{H}++Z6M;f*=D|&OU>3t)EO*(}FYO)fjhS&(a@J zI@opS@cwt?bg_HmyAWG>)??<3t}YRam$QfJAX*HgzhK48Bm{7I_Jx30h8ilVxmCdQez zX!zHT2F^)3h+86@OJ~)hwV}CBUSA$uX7g05CpH&iZZGUg|7goh>-7Crw#=pv;%r86 zMwly^A^y~2&IMIa{}yMY*Me%l&dl}_Enn5vk|Fw-aAhUJBOz^8g zp-b}}lT)2;s^+IEG5dKrr|`W<=S45Z!Q1$*HP`e}%13kp!&fgGL@OvqcQbS1bFgY; z424s8MsN?8b{n4uWcKss4A)POr#J3cQPlk^pX9aeagVg(+{H;4_)btWpIkou^a^t% zy-oGrstU_Mf)`7Jxl; z{@nzhE#!^mC{8K9YwmBQ(t}ouh>Mgvl%ficR&-L6^kO#PX0yM0mES&nm9~-0V=(Xh ze6TFyTpy~tiM7leXZ-UUg_Zi?r=Ej7iL=v~tcQ=~=wh9IcKlhr^L8B{R-Kz}R=vFI zu81|@5|)(_{Gyb77$wRqClqK1T_{Lu1{N&d?IgBz?FO(KKRCqQQXu$<9V_3eNkIJ zb6&tTF6m#|Qo65hEmNtrGJDDO6?Yj=_uHY!hH78zE9?X)L6GN3TYcyuJ>i@f%&Q_T zuIJ}6E>Tkbbby!HkI&lw+JD!SSF;p6Hg>pDG5##>!4Z1;(k5X;oFSZ%#O-+qdSC}; zQ~M83S;`pVV%Fz&`R&95+E^qem$4?hM(q3Em{i94#|wEh&{vf4MmSu}(L-r+uWUk! zPz=3E6l(<*}R1Qre#;_H{2Q}MDE#fCI^vQN)-vlFY! zMa^SZIFN5^dta$m!M40#0dtASO2^Z{rCg@4T|#C`PgWmeo)h8?CaZBcrOYM^UlPm% zt{=Xe@}e5TDG$;*alee&rqr+p*Pp6!o@tDz{y#LGWmHuE+x1bT8|jviZlqJXQxK#C z5s+>P>F!3lL8M!{8$oL5jzPLZ>iN#^e*Uv`E#3gbIWuR@wXeNDJ3omYX|&O(P%c!R zKxt)dMbij+)N_57D(TZTDi^i$Daui=I2S$NmDOsA)@p{SqRg~=A!_&Q|)LGxA2>DT3M?B{z?8}?s{{6Em4J@vH0&9`o+B!8+0XI0ukx#ElCRb z6ELsZsUJ>U$!?G>2>6Sq6-j3XYk#BU$u+c?b!b~?t$Stl;f_h}?l{PqP3pB{xmWWm zN1lH6Hza~XZIdXhoh z+p1JLt+<-$2G=J8S!t;_MSl#j{6XVXeR{!Cm-k%%pvWphT5vtyr}|sl9?DHKtt+vf zrS`Df&f9FZ0xc$-0f$$Lrh1uURbJY-ZFCONp_{+#Yovbl-%zw8SHG;$w4A$*2x?CqE1-u@nj<`rDZKQ$ba)Kz3?OPDdsziFvw6soNb9;?Wu z+kxERB8hr}l~gf0s(ZBXtln{AU`wkTKok)|71O`)rbjrA^_GlqQKlY;?A8M4XTh84 z`UmWRcMCoxT6;e~1gcRe+{P{QTnZ7p)jm1;lz;HV8a(wD#Pbq8UpkgqRE)`Fb#zimHEJg7NbMjDT3>Lsf> zmgKP-B|Hu;TzwC8XOoo&k(|KBx1pcv-$=A240QDtpl&JP<0Mu^@k23W--}5W9HuA~ zQkQEKEmu5aSB+EjT-N^5ZX+m7qaFD^zyW7re8b1#BX@@O`$EpJJnfoYeW#_dQ?Xa=f#nSz0K5oj0f#AYhN=KU0XSIU zu7*rW9?7IP&cmU(yCf5YhpvU0C+*aCeS=Pnp;$B?hK!Z_<(Fd(iRwT=10_EMN~Q6Z z5^Y;GTHTHbT(Oqx8ahZ})0M*G#N^}%UL?IcuC+Ljf4<3(=3Q~cha)qj?G^BSC0Yb? z$$ieT<4DVGAx?5xjnruh^?9Lf8Kk~Ipw!a0oC9Z9v5@PD%Mhu|=JG{h4YVodD;rW~ zV!D>7I%a^(r&r;;&K1ofm2DDo0-+ArsbPMxP79Snlop3cO*wn(6@ zuST83lvv#{M}`HC?-h9@qep}g+NvOv*1UxLIgZNg?t)NR_yTJ>49FFQW8~)dxVSj# z2gtwOVByB}SBmk0fE($w;)jF45Zw6T4zJ01Sh3OE&&RNKUSBQQVaezEQ%QE7Yyk^x z$MP1gbh$b{4E*9hydPyKp;|qsZXq2bhcQ0B0W&ll z&#XvF-6NWVe4H*r<}{YOwI~9@2NU~uUxW^ppQ&_gLXk?IA`D~jcjrzYs?iI;O|+E}$a%D~(F#U}i0QlNLLchC;+0&XicF#Q5@ z*UXnBAXu^dDI5VFT40-I`6GQuV~`0nw(0##1oBYt^CQ4fCsDYK_L|%AtQR}sA|oef z&FJjYD4ih!Uy*S&HKgPh*0TwsKpKi7!&MH78k5c>g4DA69G=`*b6o5!etW%VLlPQ) zK>oS(K~Q+?GHao*{yt_Vz0$t0-yz!5o zX5}mz9rajuk#f3+>x*tgmLxG{O_-KDqhn-HU>f^=-*X#$Prf=HNL~I0{wpJ%b_pD9 zHT7PI9!%iv3P6eorn4XR8I=shZL8 z!vsWTXy7)NRb zlJ_->itG6E=p+xQqiX~2G5lyyAqob1pjGlZZvf1xMR^k_&qkH~aHhd@o02ZX`Q{Bw zQeLPpwMUdn#_jss3$!H|CTeYph3nn0>hfQ0^E$}EYDYE@hX82`EtP3z(b93O8bo@v z%k`v_Su@UPw@e)xV#7{jGL9Wp6d8~m$!$`kM1HTqn0?A zK7Q5&pS{DZ`hd?~=1q~AbQ8CQXxnr#@XK;}|5uqi&g&?LxYyikcv4NlIc?6&9fqMQ zajS1}?TsNZO4s1Y63A*0bR}c(%iaY-KWH;#cyxFnTvQ zP4n*vgZQE3-JnDboW>}~iu>LS1VMfgoW1#aD?%W-yq_Rkj`aee#vs5H>%5~pZ2m<) zAq`HzI;_ZBKrD?&TJ+~K3gae!wEKDxAuMAZ$BR;gj$8h4@w)sCFtaiWdPkI)>)qw7 z_eYWH0)6l!U*^6Dvniw8JP5jiwDUNux{3NLEf*oWo}g(>1JSgSOqx+BJ;}Mql&NL&x7{uAst{<=J_z~eUI<&1U_Gv3g;G;W9Dbf2M_NBG zE-JbK-ClzLG7T=Z{M7IkjIY3UKxHbCMmGAS7%;&>1~V@3|lNOVD<*X-DF)%;aww}ts z0<&J^gsqL#Yf&=8*c z9H#Bu{iP@p2s1LbcuZUScisgO-M1$pVxu6#8E!gB(L6LjB-v)jE(0%xnU{~G4EC&` z%tD+TRnk`BtAsV=aTuh+)QY*=!bb-@Pwd0#q$Kxr6I z{WW((G)koMCw7@r088qq^<3qsi zTl&&r(WddVp|K6a^j>RzTYM5+^kF!*Cg5C7In-TS{5}^01E24}n$IHsSt?yKuIn|f zWWuVIC~pU4!<&~5Ni38{Y9U;2-t+-7y7G?P$Z=)TV8rd7&e0Es@L>zf2^)A&*EbZxY$OkKPWs z1sl+(SoG3SVmk&`wxJ=ps$PYJywEA8?92z2r{nzWt?DzH41JN`kbd6BFVJiU2WLhH z%NM3^WSB$oN$O9OLvN#FwA;3uh!#c)A`vkxer$-TRDM)8iw8R!%%b$ErOW%LwUi>C zfL_|fN!&u`K)nn<1%_>skY|X;?_H>)9~@zhZFcb4${yV~d+VBU-WA}Txgfy>c5aK! z_(6wBV!jxpys#cf0-tLk%6oxr$5imw`-A__%O67R_?A&bqagp{ZtT3z(}||iC?+e( zlEZ~*E;9ek@ZEO6E+t?~+3w4Z<)Oi#v9e>IzQk$Trcn?Uo^!lxJ+rp3O2U z|DgW0M0Ud~{2+&p`L;vN@bGLmSv2?I$upCb8tTGSsxt7l?kdxuWHUb4a5nIX{?@7D zO?fV9<{4yP;MGUb#63gyMN6L|sek`)hT&BzCC3CD5l|RqccP88;hDYus)cmrs9OfR z2n?KS-uuLSi#8uUPpok;blXc>s(HXTAX**@CGCzsg%v(!OU(A1IsJ! zn0DNLax`a#Y}j(RL_$dRv&MmdlKcC{#62+^#C!J*be0B{Yzze#+r`Z2Am^G0MTxB` zRo=sKlm&)(y`kM<6N>Ww~mX3Rn3x><6q@3v|ac9)0c%47zgt*?qZf= z7Bcd*dhf$inS=lAGUL&e@>^h?b;gCGWSFgha#kEpO(MN@;0t5KmP*!o!njwOP+ImY8tNjY z&$xSqiC-pf+tPqAicUP4j{kWK_DnvR<&wV#s~%zT@E|9mZ-%IBZnV5mp<18uY|#hv zgD{`YpZzZ?xy5=hG%HQZgu}vU)QB0-M2ha^F4!VBF#K1p(Y8wQh=@2#f8}}LHyZqN zvXf4#NiR$>eSL)Sr zOU20D%G4h3{Uo;A++;iR6J;2Gykm)jFCJ*J zz7X_wKC4%P$V$B7fN0oY%EJHmH5`p0yX z%K`~j%UE-QBrAK=eHPmicUR05=$5;Tt>$Ezgh)vOz!CcX?ixb#B9RWvlbT`F$5Ve7 z&G=y*tKy!h<7v-lKugq5Bf6D`P}J-{893wF{}l7iXWEP`0$7ya5>s0dnq$n{jw%c`7Yk)AvnWmj~~h>m%z7`B>1fmRp2%7 zlIi2nleMSR#3s4C)pbkLsG79M4#zIi)n-GE8Tx{C$oy>(RbqV)-oMP4&dMCiqY$pC z!}|4WW~t6@2mVWt`W(zY?}M7oNR5CvPgw3P++Nd zK%EM0OS%4lJ|T$%)crSOjL9g@w2A?9q0Q^|&+JXP$Wt`20S#aB7d)rp500DeoSidW^{LNQ#5=pGzjAOeFd5uKefwLpxBAyK`AT-Tvd3 ztAcenWs*g2gRUp2b^lX>=I_Kp<-fUhbES?tHiT-Q-=Cej(jGI1q1HI*OpZ$N1;?WJ z(Dc5&GuXSi`8=tLyV;bn_|T`|#kQ$N{ws-!Wu?YuKhB~e=%1KXyO z!a+QnDIuzC;M?=TIN6(C)9iJrzj#g0%xU)26QDBLP#Yuy_w`5e_t>Zh8iRZkIiS%A{JRka>7eJMB{G2*%`Vd}}gaN9kdcGY^^qT{fOeScXsE*q8 zqiXBJ(_)-cO1^B{QXOl;^aXf(8gknoJj~$}7!H;;49HwD@RMueX7k{qa zp!H5}L-5IL=Uh0OywK80%KfG1Rg5l|fbZ`i?tzN=kQ*pgN6aVM?Twx7R;a(vs1^?b zo#MeT|1h>Q0_tsC!gKeXo6CVm5!LdAs42`sF6vB^dYUj?QKtjU$AkHC$E8g1mOh&` zvmrH1{g+3AH)6LBlwR?z&hZny*ickS1*uWLF#4MScuHuc;V&n@G2HH&>9LJJT8d`2 zx}G#X7sFyE!V!KiO2sF7Kc?`wTMovmgtB6PqZ!EfU;z)7x55*ddi%8$B?p1RstYc= zNI?UOVr$<5z#VXj7E{IVnzG}HKZ+6yjyKkY_rW$bvIA6NdUxMQKV3*{nb=sp?xYfv zk5{XljlglPRyHZtp=RzjRf+%9#e-hxC5@B65(R`Myb5C_tDdqH=CS(3XdZA65&hG- zL2AsO%!(3oy1AaFP@hyVn;o&cHC(BC^{jDA^|5mKBc>3N<2a8p;Q^7Qjg@J#1kE+R zDRp?o?0La`#(C!R`Jk3;6Wne5oexC_mt3FD%Is0&?rkeS1c+O$O2i9(DbIdQb1O>f z95P-eItDM>p~#(?pUd-)CEJ0Q-?1t<_~&_N9FjZNw~Qg{z*)OraWxcuj1iM)e1uQ(j{#fG3-{Jof!+H3*)1}f50TV3Ub$aa!9KI(M((DSq zRw=b8cIf@SWbD#CG|8g+n*BnF`9_vmT!<*Q_iE3hXwqd`L2Za-SX)h{5`B|*OFG8M z`=?DjZIGy@0_akAOvAuXA8r&v;X=s^K#JNGz3p|-FL+h=;ZW{zl80{m!xUp5Cnb+M z9!x95^gR$3Fy|*p zedimh-O2?5!ENHX6h&@#?0&b`h+M?rrzVmX2J4gY?9|j}1UscK`-uQUZ=xNX=3FmN z941Rn%m|wg)Uuqk5pA}N4BPqgAI-)0o^+W#_f_r~l1`&UjJBJaiifoJLNF{`eE$u( zsJ%B=-+I5+v|~uYe|t^Fp1GE1!7SE(ddYyU_pD+jx~F;a-=hC-`!P4;OoZ(^x2??X zt#)qXI*Hsr!)peoeVZr8dcFwe_9}kqmGqd2nhZ9B%}R!-LlYKA7D29QLuJG7Om#lS z;|>cXz7aiacxnqq{~MwKJobPQ0pRv|4AkRJH7p>+*^q5$Tn-R%3AFMP#G#wtztlIg zJi|E|Pdxskeesr28oVEzi#Ur0XB~GBd6WUgu&-^3$AH(}x1(cjOO4NJ8Px(4w}kWz z_=u(owe*@s$gV41K|_JO#;=~cp8OYm8K{0i=ZNiaW%WUt*N$|FVGz+Y)|xoGIJZ!S z(yL8egCK25T>8B1c-_B&f3db-2aXxsJ#D*N{nO)bWyJgo+%R~&@bP#2F`A&zK(Z)l} z6Yn)eQ+m-UPLWfX6DHaB-anyaU>PZPE>?8hg?n22VP$w<)<}{-z+^w)|Lkwz6k@sQ zPp#YBca@*cPcf$J@`~`oG!nT3s6VzW_G4H*z9O7seZMU5qY4foHjg~9Y<(u(sL$$` zAJ6dj($V;RykaZb*M-w$n}SaG$M2su4W<~kZX7L0~> z5Bf~;D%C*RRSa|$mzflrzmovyRlPeLPvWF%NK9~cxriQ{$84-qpoZufa=S+OOCTCx zR}0P{KUQPxtCgRZ+`iL~$EsYbW}06fk_nw+r%xC7s4H~=0OXiR^8GnSLsvQ^!d zg`&U+erqq_m?_*^XlC8vGkhXhqavoHH2ytt z3gw2}Bb6RKL()X#2tT#0?xl=j{az9ghJdZQI&IJ?`Ez)}cWx&Tn@T9)opF4~>RIP- zC*CJpTg%&FR`TkZUTZbwSEllOG{ymbvwek+=GNaATF_91)1 znX#CiKxMF+tzaF)5PA_H#YmYrc%FgA_RAMI>^Ln}-)4L}C8YGe`FJMGuI;54 zJ?1+dGclpg)_T(2{Tf5iF2JNJYZw;?szJu-KmlX2pVEk((HNj9RG>kHQxxdfnzrKc znNOVj7>I7iY9jfg=YclTao5tJSUb-`J(t^4>B2m@o)JStFAtMEfTuVpQo3P`_1NoX zn^vnExMQIJW?!sbnwuCy9dS;%^R7a3Sg0E&n_lsoYVv z^LY7mko~}2c1dHzbwBqz6$w~)w}D$5v2oQ~Nbk<1rE3PyX)d$NErd#>8pp7}-e`Fm=eGfZzvJQ6(q!?|6y zwYGGhprLB{BN2P{yZC@lf@XJfm@7{-9m5bWwEPDD{g=bDaH!Pim?7NJtVw9MsiluN zKKEzU;7!O zaoLp=78ysAoozazfrtFFlv2loy{|XsI@Fk>Zyl*bR~A!H! z)>2V;?7k8`@xzKW^F~px#tD!az5#5wZ9wg8Bqk?gI8Vq8rw zJb&e=he>OIdrQ*mB#57@f%?Ss<*lUZd8&EG;9fQ3is-+obM+ha?M(<;1u+liAU>Fs zX}1y02y44+jC-T}p4Sqol6U$;V&STZO}mL6XQYp}gAQn?+@n}enY2^*G=2{Z(NqoN zu1`B93P!lu1pu?tZACQ39z+b41reHQL{H zN0HzAr;+6RUi++N_S;+Hi&FZ-P_J%}sbhEZ2qNrTLu)-xr+*@K@UrOcFU>V5Mkt{% zk4G<;?t@8*%<)rerMfaQx(f2Shxw!5ME~J%(wb6dGpJ7(lz!j#qYEx3GrK*%vmYnf zfmeG#ms|oh67k)_ZvQ@vzE;++P;Yws zA>>`MS9QWAVHh}PRKsK~sz?4TW|L7)=fUY}{U*wowhsL>(#H6S_TR~VV(KSqc605q z?B3onhL)SWKu{cvkx_TRQ6aT1sE(tXjTRnuSio7trEy}Ax&^1Sj{WEV zi9;#>-#0e~SBm!oub52RiYGWR@k!ttWyjN+&w6$L%lGMV{E9yxMBzURye?x7s!hwE zm){UJp{6i(vVs{Ic@b+dU`Ldh}nIi!s#5-$;qw;=iA~gDy$` zpD2XTh-{}J6ybFhP6KLr!SREAA%GUoKoj<|3g;J*mC4n+?9I)VCuX1f zn_>sugkj=}npy@jhEgh|5NX!$&F5#5LQh%Z*)y^sFxf?}Gr~hkJXtL9@{gHxlJK=v zXLbbN1Yv-acN5FJnaYY@ikZkF%BpQjAz=?4X^*FK^P_$nK6~I_%i_gTdx3h_1sz@F zzpnboIz@42T-!IP6$O8Q(9cafa$oedzwYW45l_v6|9x^RC=DClcKrIqFC)Kx6-hjL z2sf{7k~mot?>6euBMIxqNm_JW0R?aj8U?Fyb+z=!`SCXVexk>h^=1tb-pF_pQrdbE zz2WWP8S|Y`$<=?MC2te3R78~-eI$JmPopW|U^{3XT}_e_pqa^+7YIRgukjYVsUgUm zDD{TAt0bE-Y}+XPYH_RFPY$nBmv@S%CD#!oeev-dmX7#7J-D4$8?G#ys-W~RXvEuk z1Y$UFL|(|JwrXKN$t1VG0C(lUsM5ea&K@OWDnTC9cl%-;_3N2#^tNy=-3X{Ce@Uxs zGOk#ND?hoQ{!L)gz5P9fjbn5b#18irsvIvtE#w%pB|cVx#xl8ZaO)*++R3r&fFhH5 zS`nJ7Tat{$=JA6RIYYtRdc!K|=4tj5_kAtzwJ8E= z?{pU{n~$^w)`pn;3D||;)9z0n9d32YAl;z}O_@JW}sK29DJDezHIRx7&$yqcPVMa&A3%WqT)T1_h_t6Bt z#}Nf*wRql|4OwaEGGHvbK>CQ)QtM~^tvNfbh(i69rQDSB+F#-9)*nL8!F*deODF|G zBtcxq+BoBH@>(;`Y2epLCHbJrBt&(25{_+BdVRSs3-U&eor0Xq8(ONi6wju9qZ|f1 zExXC#-O2?dWqCDPbf*4c({vBMC)j?CdG3fKs#&5fTbi!aIs3+8ZILF$#9k1G$$7r- zebx-~zvLoD5X;^5k{4j!cKdX+tyadL{NtdOVLQ*7TTJAV`&W&0$&?UulA!yF0#fR# zB6MV&=m3c+lVl#5SWq{Vi?+{fKD%%-I%Ck7`t(%tKr1NuQB7n8_dlx(T0TXCuEQ6> zIH&-C2Ay2V3eH40FeJYP-a?NvVS0I7uy9*Ne$a?B5B=@0z12VoZs$JN>h8XDXf3eC z!j1E6SxJZsO94j)U!sWRoK&;C0Iqo26RNL%q@fzgX>gdc%U?)v^c%2V{^(`9bXH_? ztR)p$evBxnU1ZHv-;%BDi-FC8k6RQVf8~kAj!SD259V8oWXaPE3^0qRy|+vwAWsn< zufDn%{CUrcuSTNS@{*AHR&@5(ZOqNK*Fw&_>=Luu`D-tKAg1arGKyn+L+y(lU0+&0dAS?^LIoy`sC6A zl^i&#CI(|lqCM;V>sJYe1pIie-cp^(EDMag6F4B)2DH1J?LQHQHg@~3^sGSC8kQtw zR!e|BfC&sCOqi)K9J6jN))rXZB014yND3a<`vsVj6c}dq2E!jo>&}_}VG->8OBuHC zby_J3|E)8u8sKPqTQtT3gi{k}(iu$`I9le*iCpO!87v1976TpzEqI?U#stJXUTJz2 zY)+JWD=cH#G}Vjxo@i`JFXI4U6d+09g%1m?mPT%Vr5an!iRB6Brkg-_2$r5`e94P^ z%c@eu(^}<^+5C(Z(c$7P4O73kpqK*i`~+&#piQy3JC4a_7Mdclno?i;1!bZNs8-OLT^1H=sK^;g%ZiM?$$9=q{4Oyz=qX zsvCdYxSMq$Bm%K2RnCG1Dy?7n+YH!(!=svYi5MlEDEqS2dq%ZlcDf=J6`-)mpV z$G!LQ{H*&Xf1DGy=AWoD_X_*llL=j!4;Q_G^Nqq}wuxKfS^lv} zM23~iC&5>jOydu`3C^@RZ#0enfYwUt*rG&GgI9q3u*hEaxu<+8g*FLHLUu zRR8@4Bo)XI`;c-|Tia-!OPqf!=aRqv3{T|%2Le1G0&p~E?y1m6a)RJr7VC!wJQoJC zode(qPEAckz>IFqnN`&N@L#4336qRr4^%|5O$u2wvCy~CO=l|G(mZ{I+E`CnRY~zD zA~ z0uCAom};`6ppn*QZ2P>H<6s|m0^ZAKVtRBq*WRJu1iqda$8|8A9VcUuREtE(1k9A` zBor}%fvfly_tjWE0g-%sV7_b&!P&9v?}#Kq7g=$SfsI|p?U2d#n?82Or-$oGq9Cdy z`AO6AY(=-5lXV13YrePrHzg7pe|v9%gaf@PU;W1l5@6x20UdUYKTaH9MH_n30=*R& zlRAvQtDWJKELBMiT>^K`CJp5+aw+hE8GkCI`D2^Wi(GElmS%L{XY}cO=QqO)39I_g z%g0`-d2sSOE)+X@4-Ty3L`y=bQ~q1_Z>Ja;G8h%=#pN5`0`u>Z$9_4W{AUVZ$K3*a zz~JDZ|G$~B(NT1x$Fr0sprCN{kKbBXj%32Z!l0gj8WhwqRe*~bU=KtJ_^{Wqhq*OS z?gpkk)%|kb;A#MsQRm;$6=kHXY3xaYHov-lFaDgpCUy_{h(p>&wMi|YKl;KuGK7X^ zv%P&MC?ih+mi+Vnpp3W0y~67ab*2g0gfEdb6~@k~j#>6fl%EQYzQ02$UgAMvy^ z+43&p@Ow7O znZX1tWUku}EMWMsazZX%UYX>2nfMfVD^@_P+y1ZNU@YdxWof#}G4PQvKJLamh60_c zo86PKS{PSMR?aLTMYQ+hJz&)J6pKCl#m~o+vQ#W|8oTD{xd_77NbK+$d6JhD01QSL z8Za~uqJQg+Xf0qlPI-e!+cR3l;j?y5K!FBBVn(uit)uliw05pr`vh-&cs$OFVB3I! z?qCQ;y{KO)39UqL^GR2%faURibo_qQ-?{VeUot#!i>32D*$`C+;6C(y9xhwKdD2tU zSrD>21Qi0Yz?kR&($*Q;NS@o3hLujM->y$P;j!?>HHNVe*k89Xqnt-qUrCbxsS{c} zoBh9`WsFjuRF3~mqBu$_dn&&5<%;N<1)SLR#RDo`xZ=J*^N z`Up$Kf>*!>@N^;Q@tO$?ujy}Q_&mFQygP=1W((%MWasBPs3rll#z^G|jLqvAl;tUy zQfdE^9)KoIb#~WhbT4h&@oRiY|x<} z7a@_awf`-OTVhA*t>RI{JO8|0ql25K+cpOUKlmVo!awf4SCcYzFekF$;F(}dhR62~ z_eYX-VQp!@9sCP1Ayu z`wO`PD&(`UEp*&DC_j%yw}fUlHp#V`BC=A_(G{p&`iG~KDX{Y^RlTz*!Gz+Et)^i!$MyK&AxcQACxO_yR0QQgT!LO) zmi{Y`_lx7FYpivozan$Xa}j@JIG6(8!Hb8%r5gg(-#phhGnW2x{1)to-Z|BQ!E8MN%asB zEk956>#l|pX=`a|mGQizQd3t~cOa5VMaYTW71VRU7)Mo=B&Yv)Y>XqeC+h3Aa!Mf_ zIdCdvg;S!CQ!dT@ES?I{8g33*9HTRL+*qa|1|A3ASh5rGW_a@H?bmTKQP-;(A|C2# z7C17Y{P#>YR2bYu32%$vT#Ul`xIICu?TR8~AmTsYGW3e$BZH@)rBs0Wf(bk@;Y;D9 z%|9@I$G)k&khs5-T}Zm_$|VZLV}-RnyN!u?*%+3R=fLhfqj5 zQNd0{sqFtf0X&Z1&6`@!6rK(D&lQ_2z4;0^-tm|2eYnRU39()PoZhoA?LYnErRdsp z;@ScHCufe!TZx#je;loU_@5V`9>*754J8Lu^U-qr@;M5*$rfutv=hFpe=m;KOduio znJwA_NdS%qJ>IXMkI=54a`jq_BeeNXDuT7Y(q*msaXz(gGUcl73zW> z1L>>Fw=Am+-tNG z_LxVs_KvUg@dY6_ov(|CM{Ax((}anfypkC}o&S69=!Lplx0_Ig&F(SgzNM-1)t3u}Jgw;254I|$!3Q^(;nrs426xu0&$ zmVVs{h30S9zw1~Hf%Fu^tNIH?*$?Efj4WM+Jl6K(3{(p_V-KoIu*Z*whf4;XeTpQ@ z5gx1xzoUDRF29BXY=K2-J{XXfw55g z<)x>?K*S?4lL$`jLMIhGl_R%}kyzd*u85CsV&6wRd`4*$d#t>sFy@(zQu+}IK1W+%1 zeK1^%Q}t^))UpJSM`}Mq&@R4xpXE_DAWyoLhU`3&RQ|4+S#7_TQ=>pF$N9)W-~SJv z^o5^hnRK>mi^w!TL}428*BOL)}g!iK1F&oB!RLB9zAAH#St%+ z9kTuFDT>R(pzl*zQrrXh1$Vs;2mU?k0@q@#*=PBQ2M+qL6-Rw7XTsr;vltDZk$Ti5kRvQ!jrZ-Qn59|jsG4MsfE_qj2&k#Dh-{0O3 zOd8x=JQ&Fo-C2AhI3;T1!2m`YN2^rF2+2eKZb0N0j7 z?`+z1eEg8-E=I{i!>Fd8t{Mz0Q-;$t9LFLxaOWKR2^kuX>rDH%pdZv$=rQ^$=!EU4 z(R*@Jg)m8?uHJcDVAUvnmIoB=^U~-y5NRu2E3kNi3zg(4$0_!`%TH3rYl5c<&*|xu zi|MFLcIx5r^}0y0jNZ2&y(>5)>@q*2k4ofpL~k+TQwq40qvP_R?10A<^BEA*8<~6# zVa|+@AM@kvXAO$T8)Rf`nEKLHH_0OniY=1M#}0bdJ98AQqV&oU;fT-?U+(wKlIt^d zH$1a9=F3U?NSFOC*gvR&*cY3Gvn=d1x#bCNy!pvm|IUBh7-B6$^c=aR3i;W)53^`N z8&s0~gR$SA9WA-h8{U=A=8@CwPD@&#z35+4EB>&-AFQ!)^GTPN=cN|!+i|m(Aikmy z)&uClTsjaRMk|FO`7+;&^1M3OD-3g~pk&l>!f!?oGnjdDzJD+W&!_k(e}&z@y?6J` zbdOo700h@37IZuO+HOSu7xAym4yju$IfEeS*23K2#q$Sm%HN--7`05%J=!S1I~vbW zT;}R8Ix&r6L>_}<{;{;$Iy`lq1l5$e^~Fq}A*Taxbr&U8))Qi!Ufgq)P!la}P0J=Zhk$v26m? zalTX`mp?1w=RcHFCk^~c?eTnd(S=gfY5a}FELX3eOM6FyuWm5=^8TehwlZ!K7 zU1!1F>pQTmb-5Z^7^)pkR5blm07+>CpBh1;*qPp|VcRUz{P%GFYHU4f$%ZjBBcFJd zu`jF(z@$q#u?NM~Zop}{R9bG3NL z3;MhUX9VyLsAAuwNnq!!9)q@u7<~bX=psbF)|9HMsx=u8ZCsKts=?VKtMcl)xn4u zQI>59KQfGL?8d_NUH+`^Us}pQ^Zk2JLGY1i1B3`*Xea&0o3r^}YbSCwzkcmT#!%8G z<<|G3&}aBE#9NwLnKgfBzk=_y#oN!$M=-;SRHy`C6Y5b8*v3^@@5Lo_qT;c;7 zDN&UGJ#l}1zaAPssaNSWKp{a?Hw>3zY?&pCSn%)?`)WROTbP5o`VBIY)l^1PFg(w- ze`|5VP!COV${fN)t{tMhB3y-Pt@Jpe;EK!&%6!CThRfhD7Jt+zD1 zqAd45HMTJgaY6@wdJ!WGZoamYZpT*kHChc!;8gOsFZ>P&&Oo(6$23aL+T9rFp82)r zk9P7?r|nDL2_+LAj}@I>QT{1lsw2bD>&q?)=zr>NBz!e)6=7U`CYbp^!V1Ov-cc{T z108!7CY&6wz&wOjdd zuTt}q8Yrp!bup>vu#;-uEUYmRgBT8-9F?(v#& z?0ERVH>}{f9TOS7SvRH9lfHWY8R$Y?ekM$FIUAL_E5q8}4Y2=#J4Z!)2xuzy` zTe*vfseaqjJOzQT&wa(-??qktlaHf?jygevG0L`azv6tPTK}Ghp{}3EdZ7+QN8bSf zd_pjb;RjNdy-#OXm7l_k5k5nPVal4ko=?g+Co^G2fezSo+h&wmBcHZXpJ99579bO- z4xky`ytT+2-?=&bH3@oc_3gV5_@D02L$+^k%;hb-E4e6!GoW5_ai z_Q^T4ON@$}DscPT6kp7vc#clQgq#4k@gLiR-k4gE8_LyN#e0bE6Ov)mA+D6*+nm=( z`Bq`|1Ox=?BK;b_uyjSF3HbgD!XfPY`)+4+yVmAQp!F%2G zQ1%1*-rmIlPX>^?zCP?5#Q?k+=6p_gcv80>@gVGVZGXF+B56fj4W%03kBoaZ*JbQ` zcicg#w?9ezf)cTN+nRK=BxGGRUhtMvv-J?^HtLqnXbWRgwdc#ybk=!2OaByEq3gchXLxYkD3+VAqCBBkjbmtr+MjGYi2#CZM(e+C*0_o1 zRI%4+KYZ@nIS*?g-1SmDaIsw%=)cEae_B}Mbs;^vjX7Q)xqc8C^PF_&f0~A_b+ET0 z*RuqcOB&j06L7LTx7aeB&9ggvhUJxUkTg^+{T!a`>rX@$wfLXFcRXZa7oNR!2avXe*YaRMZOIpK~Tk(ZZu=z`V6O%0(YA5QA#QSunoe^xq|7xBVQS})U(PiD6-p3eku~7>S zV=S*a3^-=nj%q}~Dda>M652s$)F{N9L{G0k!K@W8L~n=>S%7_2ncH*N;K$UjiSQgY zkRg!0%on41Y<@?e$M_zhAh)l*DkR$dxsWpH(|D9!Pmt<2-pAwOM>c{yf$3Ug^+{h0 z?(cB1F8m4^r||DK$8&CcVjgW1yWzx{XOLO2sd_a2$Yfx05H?` z|ib=4*3MNNiws0o{aUz9xegAHHLwN2*N-o zz$WNSTl%YmT16nI>}os|BmKpspdo@1({-c056J<#>9(0o*+y`8VJqC!fRSR`f}SFJ zh|e$L72aBDZ>%^)OSG0`ZW#UHYAJGgS=#x+Pg-jD`PF+6MF0<)|IMy7-jJpWJed*5 zkKy2|VKO2uok46kUU)6SlHn?mg{ZcoD9V*{nvCx@{gsbPPtoSq_jX_RMiWk_|0PWP z{GC%|^?kzW53jiWS}%{4*^nxtam?SG|Hs!?hDF(}Z4V(Bq@Z+&DBVb>NJ@*yj7SJW zNQ0y_0!la1U5|8k3J8Ow3{sLqcMtikdG`K}WB+>R2Y*HPEv?@_%@R;w#lI<_z5%t?-X38F7s%bYiS&8k^FU)SgT@+i+P0%kDk4SAAnVzVDpcn4QJK>$Y#U!qfOYj zu$RxZylb*-{kWf*(VbVJcGSSKQnglqE?D>msIV9iOvV#4M}S&ewP@^hfWBH zbHJmUNwBAdCfMa6T&M`}0P;^3{;e&ICcsvVQhvA|#?c?8Ft&^Tp!cZ)oA1SCAwd#R z)blP@!tdDa)T|r#;Ks(oRIhCw4nO@|=^GT}??1@I8sBd5m?00#iWEjmiF#8G5fkfh z{VjR6esvSbAaMZsd(zfIRj|e-;=b@gf$f#n(>X*3<(>QnuE)m=_=zE-uT*Hc#Pqga zf!62PSTTNa z4fqBib^K@L0HNca4;)>sdx9`$?6nHrxN-9pYtj8qNT{M^7NV)*UjVQl(|*`KO}{k` z%8Hkgw%SJEqDQ6EyFW8XI=(+3ivRM`qGVQPQ)Tr~iT|I*$lC!O5YUW0yB}y=!=4f` zzzTm({3SrGHyqn;z-{%fA{#0UH(nrc_>DfNbXv1AnyqsvwruNil`njRNV?RZr^Eb% zIiHlfH~1d!5d*QaP-hM!de-cR`Be@uac`(`{_w z`krR^DzIS?X8>w<){rRXzF{2!@jk}~WNFQuvFn^NVgb9uSPdovjra!^X+(VD#0Z4g zVvD!Ak@)#dLDo_ggf9f9VbveJ;Pj2+hDDq$;}?#nZ$JR2R4Bs@mCnPUbX(nyo%Yj_kLfp3W}zLE9A9h%mP9OC*pRck|-cZFS6r z@uNcms9Ym&=mPv}x1U=vjzMMH`O-l!DYq8+qX?6aVswwAJVSa z$1;#BF1Eas^?A|7L)jM*&YqJ-;$uV~xDb;)vS{;RqY{Gq@y9rf4BxW1`zi-&SZoj~ z+GP`Izifn30P#ZIw!eQB|5wj)mCyA-rb(bP>1}Ybm?nkAROJA&8YFu-hS~6MB{lDR z(_mJAb;`6p=DtL}_&Yp-KW{X(#@2BiSt!0q@JrnJYiH9s$aR}}ipbxSJcJ?PUD3k2 zcHV(e*aVe;L_hAAMNJj45JL**epEtWa ziB!K%Rqpq8ZSsl2ZZE%_PyjoZ?Z>F?b}`|6w-*S?q;o?5_E};jv`E+M7cokZKHmUm zA+^1?S`PKBkYmmlw9G%rqu2t6!-yG?*d_#koq%Ed*w(#cz%|`=B2{4nmtHtoTAd-> zgqM;r#FWaA1h+I}EQy_o0M+8lJCJzjFl>4M_l0G$Sd(m8BYkFTHrdeS!D%JGqdR9= z!M1d|GZpGFf!r!XIT2z*+bU^t+fu#g_i+jb&ST}cR`wSaPX3K`W??Oa{4X|xM zOc*C3u`N8H>I1Uh*NEh&W2;HH^GMYsi7_jW+%3NsYXDyU1AK3bc)2O&`UDir@bV>X z(?diMrsr0`iZ*Za*}4R2o~g|#z#|g4-p(kMXrq7Aj_Gl$5Jq;^!MMPCNL-&S$*DV% zD3K3}hm_k)3xV*i zc1nk^$#p1&jP0^-^Y)lvHvm0GK=GkOrzjTE|49Vng8@6SD>D z0QO)YR*;pUU`cIK4zLchvP#Y_FnhRntAaYl>Rg$oF#6MtL%7hu~27^s5rw*5v?LH5MvqY%^D zpusf}-~_#%8w*H!_$AK(pqQK=h|r6`*URXk1R;=9y=mCnx7T@R5051$3vl!8Esd)sT_e=-b1}ENP!(HKZovBSS*q zgk1pzoZ)}(;yboTk^;#kz}cq5@aEXC z30|mz%Gr_kGO&VfICejHlR5sO0ph>@5I|>L#L{7rAmSdQFYq^N^m|hB%=>&SW3h|j znpa(7|3!g$p~eJ2X>G)|tH<^LKtO?noicsYdN=93gkQQ5kx*cbj>68K8Veje`$C=3Xn?`)L?xLT06~YNRk4x z-ZPC_2Akp)2tQQL;*x+JFqdiG_1bl!vpu@;&E1_KPJ53;6po3&5--KoUZsMccKve9 zOM75I(Rh$+x#4Z7j#d~uZOb7Dmr6Xg+upmlb?FU4FokFAap>LVvEHxqJsGx&09lgx=EFfb zlAoiD{cp5p%cV+w8FJ$}(rDq1RUsD##dm)IJ;W+rhb~zj`QOVG;U$ph`EeZw6=0$A zb?9K*&W8qL7XzWauG~KU*?0%nUnc+16D!-k^w!vmEEUw_Eb?r|sOU`og-m{wAWh&s zl1E31@OZIH8Q;C6p5><7P>!)tPa(n(yJ1hg((D_Yr3ZmE{7oddm7fC3bpG5yh|Q}k zCXNf^S!-AwK6!q9Q!`li^_}vcR-JS~rS`K%{X2S6gHmU6X!yxKJlUpZ3axL)%rhr^ zKCac>D|Nz$acFnu`3e)Cefbv&yWH8m<}PhL-^ki@_n8#1ZQ2&nckFxer^$8q&!8G(rKL82jb7I>i3i!&mA!y*uoGqwM=L>*n-@dwx&wKN|?`6m} zt2kR@WFy<{gVUxnuMtV#Bbx~O$c+}|@*RZrRCLeOOvLzy%56B*OLftHM{;T(G5ACq zvETIc7SZRM379SuxMO}+&asTsJ z{Py3OI;Qt#XOEEkM+P(E{qK_^|L2pY2fCtGxUND zh5cy?BW2rb>YJ0p#T&IAF9uxHTkD9I#FX5-uy!#zwXrg*m9OHmSY6ww8_9FpjFC@0 z#wDq@=6Az7U6Rf4zt^gIwnc3C9`rgo;>T8s6|n}L-y!ibFWKssZ=k~0 z7(CjCHxU@}XfwPOhqADIO?|PAsL42G`bK})Tm9`u*|94i7x|v16ILSh@u6>-TnKMZ z{cO;gFk6#dNri5$f3=XbX~?k{C4mBu>*uW0qAsBfg`Ps`4>eO!+{-up8+nt~*gtLf zw`qJH%1$1YX{osEn@ooVoMJh)6)ygzYd$+O z1ffO6CCc7wi_;PnOCyJ>!8w_08PZ|Io68fDPKsN3ky}O)#wN8o?`G=dMhgKXzewHh zsL#>U%Fn37JMlJMnk;Hy<+|!&Irmd~qW_uL92S#Sx<_JOQ0(-o&w)mSQM$5uON!Ao z%%5>iEcO)rT%UO$7&|S1GghWcxL9?l_a+6Nst}FSjb|fBcm0d#=VkGOoMSQWGC?Bi zM6KZWM^u*)HY#!*j*&=#to`@mSPh&SZ+ER^DT6@2e--z(V1LF>Q0<;Zq-qSVa!h^e z_c+G_>Y;&wFarZVtP{f%^NpX%jtY`W4Y^(2*Y7?uMB&q0?=nZ@ocQiv`R;kNX^ed3 ze95DRGU75cD6Rnss(I^J4XH$UIIh?plq>j;OPM*}Oscb^xX{#X_q zzp_Mp3jW`exAB*WB({k)_0_$1H=%jU?L46C-!-Fkpfv%WW$LGuT%MwI-LQQ!f0;q{ zMSRx5$Bd_ZKNp-q1M0PF$FUBQ?7@BP)dv%OVMTpo%4M8kBCfewrprjuTXBzlGK19) zzCNOR;vvZrdh9Vv=tkaWo}fIh_zw4{@58!hJTZw&U!5OCTNm=ikzH4E0=qBQPg4)G zbfgaY2i4>?k&`hmA`As%EkEu(+#q3XzhDZhzQ(SZHi&8e_A2 zLNdJbLXRabw5BwczxWrSQPm_Z`?N*N*$b`ZFr~U_XO@@dNdr3Zvu_=Eiv{}a65wEp z@B7<18aP=3Jjwe&mPBOLBgPsVoh2jqXN<@V)RU&rpvg&SfuY}`QQ#i><;$0vD(d0K z$C_Gm+s7UN5r6~*I2!7{iQ$clwzKLkGL=!K(SA`d=77E{m(&N1l*OX+o)R%Jg@hjH zzMu>OUC)|JlhUh6VgojZ&j_>ol)Rd|-40>u1ptg$Ef2ir%!8U;|WDYH{4eA2o8*x#SY zw6}|rlt0ym@~P#KpI=G&ItI>54^b|~eVCLC#!;LorlVgs^EyupPs>oLAo!c}yMw4> zZO&Wl`sS>~Zh7Lq*z0Qzl)_Ky$pLEOAedG9i z_~#X?WinCUgN#=XaUt#=4xIRZ`7+t7h=0e%SsF@(>^wrQRE@%{gzMiRBYiI$j41(e zHFJ8qlQID4K}4K7K2;+JH8elCDerms9i-;7E$SsqQa$#&R1yD$43TTCum93vG(V+o zMa9Y$BXI7zHD~QwYpLZ^(4ux~TP@pLd4gWU4VIn-hco$&o9pPpXKI8&kF4;KfVDQ!sY+X$e2SWxl;28qi9b>kzW^ zM-=z^kR`9{rb^w7N1QQA@vwE##2q@+zGoSDc>`Na3}j%myN9HiepzH3@FQbDeACZa z#r+^dlE~`t*>9ct_C3e2W5_1>cIpKIU_gs2JCD7#?4==9^WWXB%akG7V7~0guQiplOd%l?hB(;*cmaMKppmo9EGU+y zGQpq-gixEfe#Q7J&kAXB6d7b{`$YCw_`|0N!8odo0+?DtM?(C)pZF*d8JU7#Q}5sQ znDY~QD^l_Jdr(AeUR<@l4bofreX-sBv2YGQ!0*$p5iRWHeEYdEwY)4OYBhFS?W)(a zJR(A{8d^*|#b{zGe%Ung(8v$-h=K=dxm@h}xv6a!0)r`lte6Nb%{eDbJ`Q zH}iLHw5@xVToIz;&k909L8tU*QWV^4CAu8W`Ij;sln#2Gygx=qV=fFyb3%fi3xWCl zyJrLlMdLh~F?6myPFMej23{^1G2-wW(3t`-Kp%aXkwf>jZLDbX^kQ(~I72e|&0q5{ z)oGWecfhmMXAM2@3QALgr-NN=CnmJ*GA&AmTp4R?HYc|_bd}gRZlrm3oYD8O2g4Ky zGo)NW{NtbL_F`Wt3QjeJ;UUn+#lV@Yt3(puPnXJdk(xA*WnYx&I`ucMrH8x^iT%A}whK+q7aYqlTypudV-QXl${0n}%NXUC#H5(SF9Gto z^T-=#OKFxr2vP^0V#Syx_cy5!2*vkL^imj?i1cfbgIt*UJgF=1Hr}7d@XG0JCIo+? zI`kd=9oEp)q@Q?}9 z>q}p2j(@1|KK1F~K$w0Vo@hOJHsgJ<9Y~il$Q;-ObBCS*opbLk3VluLZ7p61X`GL0Q3c&4#W9y@Jul_FKu}_*@3sq7VvRhh`c$AOfz2f zY89wTpp0$HeF?2VVx;K3rSF;`1RRh1f3vE5?T|(<$L=>yv=9L+SBF8x7H*y_manR@ zktU!eHU~zFQI4=kKwp`$?;MZ%i=82@ zR77x5r03rT+w<^O;RM`Ou%ug*e!EUeh0S`Vo)lw-S>dpx07AiCf0k3!Ffd+yoG5*F z7AuV=mA6gWbPQtxc-Qt&UbcpVs~nq ztu2XgkH12~FuCLyfrSI$&5Nc`ITfU;eTiL`qsbf~QA5#-v!1zA+&Rna-Y@%dloxuw|-<+Xf+a!x?<3!m1bzfb8 z^L$FW*V%6x=$)v27l1IeRYS2;S8mz$=4FqpJ*h?5j{tvwF5_~Ug~f%sa&OM!|UiwBu>5iMkO_y zwcqgQkWdb4{_P<(jZA-jO%DL)_Q35h$Yv&;rUh4%ONLWuk zF|s%2q-8!=oBMvmo)CcP*h<- zVg-4{f$T6cJGU;HVe5XPS7U3pWu_(>B)A(_-An*Auf5zvxx3%;pKKYKO;5GVGMxfa zqq|sv8f;%RKeZTGGV*Rz?>AK*2afTEzfVfg!YZibpl*N!i8ICXF{XXN3Z2s`=(9^e zRf#K-<)HTA-HAzzQAO}t$$})s-HZg(-@4?u@X`kWV+}s%&#EXA5d^0ORGGi|brw%3 zI5x0rLAm?ccunDV{xg4BlKP@gwv)o^^fG3=fLrq^((k;U)t(v5gIf%SS~%wC#Mx%$ z8cyuzs}RVb#Ey%C62xQq76S$`bMxfOh|<#&pMR{t8D*) zWl1xz_dqK!!zaiLCM*OMZeHI$6ctP15BI4|D8E$sn!XMenll2ldls*X<0mh{rxLc1 z_$3oCl%@Ykg15EcHHH@dp9k%jj-L#Mhw<;D+d=6+l=c5U8T@}fNjvTbnR~d(xBFv` z&Sa*Sa`I+E`egbB`nioTU)%AY+3F@DPW*g$SZZ#sP471!lOT7w`n^o^z4q4EAD48Xq`yQ>a z^YGTPcsBu_<8#h2&T~y~P{&Ls1ll-{R;m z=)*xPoGFjy2#C=CKJM64JF%Ii`~5*J4x=+Qu4Cu-wgQpO!a{Yd=sLj90-y!$9H#I0 zOygIf>|c02!=DUK@8MfMq+;Y7l3ySH@Qh-Qj=eRE*G_&tYUC*2Qe1{shDfI3+MiJd zj6-K;X4X(d>89VErIbvoVg53!cPm6FGu9tsysD-;NalyFzef&e9i++)W(E^L|vV<>xZ@Qy# z7%eL`ZY3QL9YNlYg!4u)n0$2Gzf%I+U3_=Cju^vFr6iif zZ&ULE%+9LG7iAMp2TA#kB(x}7+ARUlslaRo_H--cPxquB=2uMz ztcI~AS8Er@ib(^Ve@O7%Tddv>+ZbMxZ%Hie9EK+un)eVe?5qf!7mpY3GKGwqHkGG& zved1mKlVfNhujZ(1ey^6|L=Lj#Si5AKC&^i>W2p$!@~xA9hPf;l8~0bnK{(pyPE(A z`^^$UzqwAb5IcNCyAnW)iGqCCn_k8Fc72yir#}Y_775>Ka;efc5z; zDM=R4ppSEExSiL4ZF?y_w{encQ_k84r|Va;v4Vlq21<_1T^bDkb5FC8r}DmEJ^K$ACsMRiV}g7^;7a zQ3e+~=I8ph7V~O5ApO&hFnwd_PvOHPnG2HOA7BOY5`Z`oecs#4S03cZD&&3E$}5(< zJRN$H5h_!kZ{&Xn@wy%_ZTVQjynU(43I;R763_(RKE_b1XQD|h1XkUC_>OeBHMlAS zVZE|*zK!Wut%cXh34M?c;Ee%y0(9hHS_Sz3mR^-@BqdKEMp7Z8DCc4dlLM;6%GO?w zd;aZxKD51qk#8;k46&IYSFp^rCL?qsHe>)<7f`IT3P&l*nX*E%e})h5(chKWWeDb5 zEZ6SP_KTyXI5sI;VBC2s3sa7X~FIqDOG|l#e z#SG_wv)`FiR+S!R7lA>419z}&xlPlp0UB_tts~r;?DLox?PvdtrD|GR)^zeVbgi&04QRLuw>tq#H^WF#;#gWSoo*nwghsVRw zA9In50~DfEQd{-p1al&#c*vE_-6Gl~b9SgfZ-xrjkmX9t^<0i6Ydp`=e!Rr)tBrZm z`ztQdZTfn98CLS}z)#(|AS%Gp}%uh+I*P zYFAZykFjd&)7YF4!RII)CR}(c7Md zQ=Zx+hL2zXr~ty)o*@IYv+FEAhGtshbPaM5dTC7onm=em&oh>rN%DIoD!hFiCyC^s zj+nW13#e!E99a;-HafV@q`awvh3fQhLCOA!+#|3j)=kr?BwEJLQuOk{N)j$ot{mYbph< z%%cC`U@`hchtM?|B-S_s05p%3Dg03sO|PID03r+v+bdO(`q&N6jb$pRd1Weu7_?rg zWKC}qiDI|PBsjP8f9okc%&iIY_)($SLLq5bWZe6eE@&(kMvRZURC+4z(l+PXlev~& z}i0CTlHO2+GkZRW4^ z0#M+e+>;iCOAwIwSs@uq}sv(XNz)7TW)`zrMv}3e1cm7UrsshSdAye_4_noGP)+g z*HbSW2Uz>!K3^I?(q5)_2%4M!!AC52!$#f#7MxNro@~Qajs)28Ky|SinO8)R`@lF% zmb@<{Lh{pz5jeNg)O&9sIKJ}TmjDERKo6ZToCN>>+(K@$QrF;dCFk6JK>Y0P>3)Q3 zGfu|Y50<+HA%7@awZpS-4|(l4IrLDOliwu|hZIb$=VH(Xknqhx&UzP1T7TCS2{m81 z#pBkoh6+|o?tf`%nauMY6n$>X(TaN%KKm5v72!h0S`CPD-7ptQqTMi^vWW`7%fO%> zV9a=Z+tIPpzT$P2}peR zpl0Ypdo%y8igGzNq#)JtE_dS^6F|$bWDFt%J;w8AI^sZQcyuE1tty&697I8OBMJ_hTDy$lmG_`9&wD2Mx=#Ebz)+-<~rTYtmJR5Ky z2fVyTnSMp7SU26h6e+!9*63z8DQU@`GlM~_UcR|>Va=J?TmYd*E**HNs$x%|O93%H zn2h^CMFy|m<0dgbEgS%83e%YNK_HUS^b<01s>w^*fE5n6+vUGS6W3KX3rq8vq~sdz=TeaVwBx*hmAX zqg7eULl6TKY!$#{_=Pnu^;+`y_p6Z)H9<#LB6^8h*W6~F+DOU{f^pHV3$^tC^a zVLk)tIuSH>%@u-lonmDZn{Mkb4MQke*5sAOJU_RvN?LU*Vl8*CfLM0o^|g59MC%oX z{!-esBS!fcp%c$eA9sY!dy_Tlt#V9m)|I%y{4l}ucWvkk_4(Y}|? zHBPr4Flq$FH#ZG$JeoJ(?XrjezUnF9eWA7gvwJ}X^}^T`2B=HD7(61&Qo+h;wXt|6 zI0RXl8-SvJaP4r6^`&E`+LElae(`Rq+v3+!f*exmLxj-JN&<{)<@Ji)bx$}ePE4e7 zkKHpPkJjSoG;!BOOn%Ng_e-nLxXBNEQ`}O>5G+9je+5Hm;%uEhV9sJt9*hHuoU@4y zJ#GXBbu378p$1m2&nF5(N{>On;J+LI5Gh5^TmV1a1w1Z{b>?0-k2k3b%Idw}!9~K$ z7K2`a^nC(-w}n7k+?cEEFz^F4M8_NYX*b}AsG%Y5Qi{@(L-~(xV`IQQx2dsoq2H(Z z$`ezb7n&u9r?ve%BQO(S-}A2tj4-9KO{-vK7+4k33BcsgWI*l0!Tea?9ThJE*7V)= zH#04Ra6U|&%l^8C&lD<}A+y;4gXM6PHQxsgBhGVbDnqbPjCQ8&YPu~P1pL?)T7$DC zX2@J}6MFWiS1Jf#H)E4A%G&^R$9R-10>%jez2}}Rq+y4{DItkxE{nq{>MI`}FqQ2E zKLkRSjMyWVu_>?sm{6t#jEBjrOjquO-ZgJrp6^&@9Ouy2CCa+L9vrPeLPfYfTzQV` z3nGr1!Hf578k~wv@br(GU2TKw2U3CR$4 z?*FzN%g6t+G+`~I*p^P+My#Qdcyl^YqXCS6KRU{p8^;Vl9JyRo_HD2=)8}-p+@wz} zN11|?(`zabB!<`3E{&O8u*rp7P_?0wE?c)+Ib$ijmh@^-=|U|Isw($>W{Cdc^d-J1 z(SBcrF#D~GU2^DG+#xea^9a7q9-k3DVl9+b{7|$>hFfFiDp=LZ>f4Z9husou3|!Wj zb@u@|$~o0KZagruW>f=Imt(WBqc{g*nkorOPDT#TuIRIWFDKRK#4l2p{VVVI_m7C# ze}yy{p-M=|Qq+I7AOCrh=>L2YQa?mEQyH`3`|W$|xW2<9mQxw~z5NgG zuR*@cHonRh>N+d|g_GB(t_}02m(0qGwca`^wc^LFN|bMOZ<-wJ<_~YK%^S!i%}3`{ zP@keBo94>Mt_hc$XgCwIFYo6al&JQ;6XqVuVYqI)edE)t$QB5kuSPE*4F*<#>^Q@H z@6xuV{Q#nEIP;{xEaTX>W;8KCh6t^tax$M@ZAG~Wvl3pU1tZ5M)BORGyybb$sj^Dq3y$d|53`y~BAos@mSd`xzlmka z4E;%VCM6H33<=i^A(gSzK0H?UWcqWRTaRs93^E$M69SNqCwQ*;2VQX_muNI@km~_d zO*{@x6=QnF`1<6OzpwzSp#bm!n@cCW+mOWu#D<6^FQ5#&{N5?6!ox7~1-eR?5*bfc7aZl6&lzG)LUkjlJ_>vb3s zB@a31+U;ArQKV`~Kcn*=6(G7*>!)4$j4~c!L5ICmr|^p1^&_-yU@q5_{mI)JzTqXy z3b;iYLoGQj7N}Fj@3?AvSjkfcm1^q+IxvamGkx znwXWjSU``^V#X&vV0uDblSXh{PMvAH!nFGHL(l=J3 zmmjo04n;G%XjAVhlez+&S_QE?4`+?vmEMeeKm7B)RItCLYU>>~V=Q0)?0%6c3@kv+_aAdODCUypC{t6o5< zZBiU~x#ldnzrS3GzZ+e-S{ zm@~?&MZK z43)!H`LiR zE|1-4p|^fOIj!{Bzp=(FwU)$_eF~-JeQzTLQ|-9h)yG0U>c^rZBUml7vy9%OW|wHI z(o)`|Z)?_(`Rp$Al$g`=iJZciG`T{Cyq<3UX5!dQ8k$Yp#d|tVlu179Q+`G(-{R*g zTd!UZeYy+Hhiee5*awg3yz|NANB#)y?@vn*z;RR5$3)Pgqvc#6ClHAIhu20teDO%4 zgz_K9z|s7%On=%ez7^i{T_k&5l(;C8Av?f-M-Z_A+9nN^zWc;^Ka^LD6rfUx_fY-B z5x3#?v=V1w&e*iYHvnI#GpkzP2oNj(0#hU6#5isHdh!Ni{j~V2445p}R~PTR_<3K( z{1CmfiB;>I&{ug|=KOVuF3mqx4&__LHwI;IHvV9B*`(z2znc6|1N;?UP8&CX-(y6d zluQ!aJ#1fnS3v$Tdy&KXykLxt>oGj!D#-7Q8LdxbEskdj#?G)+foUy4Z=tBG(y?`; zo9nB=*4!f6^crgSTQ5q10R;Zvk*8p4hN}bm5;=ff?pkscBx&5$C4OM#bkQsJp24Uo z;_+=$89xCmjlk1=nJR zo9k?T26pesl3$8nzVT!qckJE^yJnyi;%&E|=O;2@-W!G?&7OWO?&5Z2@(PQN)<8xY z&TV3`8~n>-3M1{!Q#Feu7rcuBu54CXZucvZEO(@8kJcfk(zbJ*cL?mO%Lz6J#IRKp zZQ7_mXAS6s;|)7V5!vJANoD2*Mv)MJ1c?w^vOoS9x6f}*A0>GCDzQq{jG=#uIO>*b6Gz z-yhJb3m?V{=A_rl;7J23@hAZVzc9xy0M+SfxEv}~wpRar)Jc@a%>NHVP~{0v2$NvS zF97`^`$rBylOB#+5zEcZ{g4{xZX+L>)tk2WPrXBq&!jA9@Io`SGqrbIng)yTgW@x^ z(O>Z6v2P+wph5G7hzz6(vxZ4w&45Aq0PXg{E*7)RwRa(FJO{ToxZcd{9!4VJ+0}6| zN@Tmx#r)enS)cSyJK;V-m`+mq z6f}oDjxag$kX-$Z)$RPeIG!R6z+GVGl|##k@X-FiNy7+-ztdEhzyXcm&=9Z|zyh>N z)RVY5{(2pt6axc$^LYe8OwB_er2v$fK3Y2Ld~qTZ({Le1g>ZzhZy&#t2zdDk7r}b# zv1}n76>R2}iHT3hhntkwWxyUqYUo-A`A~&zYo>t=AP-#t$0U*0vZNug;!>AFFK1oL zy(>?@jh#fOr>EBrI0OES_8lhB7DzkbB>+?|g-c7N0ouS6#s}~QX;2$rY&H{n1g(0A zA4o-R+m<*Bh{A2wHk*KEYW?F(lcM(=WiXO|j~_Egz<}}~m5F$CpCgcOF%l460S@z6 z?GXM&9<8Hdy@vTLLFgE!HjQFD{fKefy0q(BUC$f`O$^zmadt?+qGpmGk zXcdP0ob&rGr+_quP!Fj7Qs#dEnAzc4O&mY+3D9lr!a4xIZ~v=?C$_lDmOV<7-7uN= z?qLJSkZxWev}*^i1GE|7m}}v-YKeW3KpSR)0Sb6$3H*UCvw`JE0pBI_4|XzW23W&-YWQKX=@x8dH`?Av9YC=LgVM@EYrS|1?m z^~cD!816d&cybKNnldvB4IorS;;X4n_Ne$bnCRf2{C5~T%P(*B@e(+Ims{Gs-q|e& zxfm0Xm8uDr@p+V<`BXm|GP@ld=PSl}JnO@BSevEpOMInXf$F`=OZbH%q5=ptP8W z?MX)$#%ojJY(4<;V^H1k`TAphmq|DV$eMA5J3ET7KEd&xF!;o^(|TbmEF#3VXY?)u z_0L(K_t(sLfkH7?l zbe7cp-ALbFy~RrO6F|Isixh2?m}}kJ-|Mk3qR7xKc{&pS*e7FD&00wY#Nc-*0k9CK z0|?mTmcSI|Y$VeAGYB{Fal-4~4VGtC_Mf(G`qlR^Db6fsq#ek30`BoN4~OHOU%h{( zsj}dQPu~u>EtWqjwloFVGJGj#gBiRj-x#>(jm66}jHzHad>CXEgE)2a`kZDL7b9U3 zH|U{W4Dkn3M?->+KT`Ejg3}?ZHU)@VlqrKm_J5G=A0)PUD*5c21BxIf!q@FEWiAY$ zA#<}Lxcm1V zYr^uww7y`k&^$}v(-rJt#=F&Fk(4XQ_k)A|$Gt-4eziM!U%p_k(hkm?*t|PG?Y;Qa z_^GVQV_Q<-(@;_uG~=J5q{&Yu7ibjFSQzk(qkEz|MX21e>j7)8zT zgkj`cyO!~Rs3w~?q%g$V4x#XjFNUy2w*Hjyl+NJ?soUieLnL4`b^Tc=R+y|wNDHy8 zU%=$^cVO>l6SC^uy0wDAc{2W z_Hzi#7mW1#50VRt{|W^lT`Uv63)duDLzR+-u__}9X+Bana}&T%v0TIX%eVq^(tO7m zgv0p(3EYx=CdgDj`7LH9OgZ)Bk?(lN_6ri#T82-g*25E<_!e#OoCK-3%ACro1ePo8 zxqYQqPy>;#=?+EY<*n^v1n{KS$y2DP((AJ?CX=s&#j#3UahtX#@u?GxTRf8CNze^G z%0H5ue)}i@0Ea8!ga^$wd5<>E-9DmdzutBvwUrvJ_N3CHFWDwCtX_b|BjA$m%&C4k zwyR#()tR>C5y4%LVt(vg)}|Sut)5Mef6!i2tp9QMTMMz|w{NYw|3mAs{`618|Im6K zDUFl<4}OAMB=)Z#3dR!!ILk4g7q{i$^8z%-EwW^Bx2|7{LFc@ zxFY$&&e_5a(^8Xn6(}F7B3%+DV@YPY&@+`09H-3ok&ZjrSme^e8MXo6nG>yYMOBS@&SerVRX!Go0?3*$3Zx%rd7p4~;wLME| zQd{R-@CJnFRa#uXRImBzlw>$_v-#s=$(Qv_w_NELP8vC_w63sRCT_o(m=QbfsIE>( z6Pm$6^>0M4Yk50xnycY9{`vxVt= zJgPu~i-FvihYBX}V{Ed}Gt_EU4&}D?db(6y3nYL&`}l3{vlKP3Cw|VN<<@?YJY}*5 zFf<2(C0e8cAS`o_vy+R$OVbm!UI1aqA4z3y&$d07;*IMH zUu*JQw+ULXzb)fQf)ArCyjXr7Bqw@BT^>%uh+-WZQIJz_g+EqmQ>D6?*Uf_=u)g@> zer>-7#KNOEZLr2uh-0y|-^^*6U9^ zTD0Fyvku_b`QsL+4P>X8C_fhfv6v9Q4B2Ne|<+fHlSxYmK9uL*kFiQlbpIih3oj7_LgvjNCatbWuzcss-pYF z4zb*wP74d@(++*;QZ3atVlgS1ur%rBpov?u=sS5!nf^_8`^*pHH1iAM!c;4wjjqqq zkfUo(zhf=9{6dG$o_72{*4{Fx>b-sYrUcxQ799!_N=Zv2N=f4eX;c;=A&oSM0xBV} z0BMktE!~|;EgGa70qO2~&Y%DLzGt2{_slc%?73#Y*t4%Kto4iUd7Q`bIjs48dc|A7 zyq}fiQQJ<4v&3Ic!mhlwltGiip}b7Kqf&u&UX$t?Ec&%U_H&&X_Rexh`KvVsS6r)v z9|iHR9^^)NCim#dI>TD`!IgI;!$X(T#Ng{7%7kP_|5DH%F8H1(SUyZx#`$v7e7{YZ z4`C|i5AmfPQZ6^0RBB8lmgZgwJowX{ndC#KoSFB#=CqC|ote?B33HLkcDJN~kr1MM zu=7)zgoDNdy<|cOZyw5^G%(o(=c+`2z+sqYHkzQTtRitR9}3SCxRSx<{3tA*Qgtlu zeP?FY+PA*4gA-4zqJDwK{j>?2=yqAl2iJr4mycZ+>Ijby_P&KkBD{!2Iu` z7!`H;z-~$p*Cf2jMR!5D-9bM+oA#)N9#i%I-jw=7ekOZ}_Y8M+JK3!!#H%h8LJ7B5 zICq%yPiZfc;4BfDa|UD`wer#kXJiGr@s*D%O{mi3tXcH@b@+e5N>C{$j0*JyCmSDA zuf?*_U8#x^UCx)U10nKjQP+)H6} zBn$8l-)Zp9k>mA!*qo2pFCu@#uoCX&Sfw%EXMNx1J$#fza1XNyRLY8x-e4lSlbrYK z6$CYhif%T@vP#~a);#QN^iWeTQj)!{GkEIMQI|J9mwZb$Y}aE#1se~&CvQMksByzfO2<@4Wl*2`hh>XFo%%CxX-2>6 zKH0R%N%tbIjG0O~2F#~zY!-wSvfZI0ZhyN)VQg(zg*;Ak3-8_ON)j(GBo`M1FA-QM zx`J}m4{H_EW=ZjJukky?n%`7g!usCf6GR5r+Z_5^wsd|)y0iz}_OO2b#+SfJ^M?95 z9XD}|nzL2$GdY`0srkvkas9=)$!;+Xd?MX(%l1Cac6>$)5s?Xf=P6kTxJ6Qvp#J%l zBcq+jMO%@!N|k(HIR27;SH1clt?ww>8`j*aQ3{_Q>Qn~v(``BXu3)f@U0q$%UM_qO zU@pM?1b77^5-ZkYnt#gWuwX2Uqol8l@))muCCs3D+$)d!-<}n9pl}qGYI>U8izcD2 zmb9#(!tTz_TOn&!zseaoF}#St0?>kFs`T!{j*dQbnDIv#5OA@~yqOO-5{(OlAFsnRcNnU@m$@rZL!)O0}ZSOs87(V3Q&~ON9P1v|F z=T~gho@_!h1)q0?FSa_kv5MHaZ{SP&(AboxJY^TeC64Qc`&D=~ziAVO`Aj$z;P6mC z;@uo2w8~#nYEm;Czx)Ta?R%Sfn1-{7F8dg{EuA`C6yO^{Mmr|L)oq-iX`vS! zu7@4`$_Q%~!GZWS)blS$8;fez?k+4YZuLdiUWb$e^^(+aZqoJikI}1QoAtPdCv_L@ zsi^~V{CnK@uzipq63kcpdz~jfBOQeB%$tP@&YwbcN1fybShDl6W?=m3e$&jinZ_#K z=1BjxK4j9G0)nFmRdU+W=!6>HmQ;7X?i~Dj40h!av!q}oDFQzVp84D|D3i!SUwHXj zYQD>c;haq0Q;~eMb)s;{7Pw{T5$i*TfMPJ$)E5?jDrCgjG%iXUJOCN*8f|~e;W8Z= z6-@LpV6N%QO;1H~^u&7#!$7veA~&fcUb4|{hy!8o z5DgmWxY4}d+YOJd#@nmpu*exgaXRUImZhni{df;6kc2p(5Yx*cuj#6O0A&<>YcFDG zg+6KggU~{dp8<)85z0{YhJ4+g*O6wlo`^`?Wft4ZQWdbSSV{fJ=59*$KaQ0FO;rJG zT>$Rnm=?v85FjQcLxwJwh&LMz7yf2|#S_q1;Yn8ZxnSUg_I zYZ5fyLA$GdYMq^3Ep;14nXLN<1pSly7{p^_*a$-y(!7 zJC0b;qfo5pP_K&fUDs!EN0A*QYoh8t+HbF|_bttiqkmG79S$h~gMHo5B6)7t|M_EA z_(X<`M;|bSid~hXwZlt<>707(sbUmm#j!&&6-mG$T-}IxdDSQKj@qR91b|yY9xPDC zJC9nJ4t(eM!UWM3h{v%cp6_NdDX*!p`qcFkwq|!gN{0`|{nOCP-%6rUmejZmC0Bj3MO4HY>u=}HRntauO&@J)4hwm6iwFBt8TVy z*Y^D|9!S0Y#t2TI(B)#+L@e~hqZ?;biwv*)Xd!M3tYieREP5_{w7{F^_UrrR=uquo zt47uc2OZp&$rCo+X_FakrGE(3q+FX`m*_HGEZX5x-^EVgEwdOSIi&8AO;s0JE7dXo zMsx@;X9ScjqE20TPo}I_P0{&uns3~m?cZ9i*H^c@ui#MG!S>;qj?VpVv$=Zy7_)PH z=AO}i{9Y#Z^FPjG9lK|P_Bb;09V{fWadNt0@v7`7(my&hEJh7UE|ySkb~!(HH(ry`CE_DJ4PGoLpQX`rRj( z#0CnDstKE!8i`}ik=O3JEGe0uzqzOEyl zaX&rxv-?sIe7cslcCboxdW)s-7{8>Xq=xt0vS;k?m!WHoreo0xy}E+>gfgxv0Oe60 zAn(x?u~9dPb`CAt37&0c2j`!KMH`VC+6nIq!$S0VI$K7}4Rp72db$6-zfh9Df1~ev zO81w!`af0?na}?*A$27G^Oqf=hST3>kpKDjNu>YZnn~-vSEMV^_~q1Ib4HAb-jA7{ z#91x;JUbVu7?VuD;QF#({R8W5qHVc^>$z7~d_|MXMSs94*e!zl`-#i-wx#T&jlvF_ zpNs9p`2=m*6cW+yx2pMm1PDxx|27G&S%IZCSHm5 zaVo(-Hyh4cBCpmdiKmE1HPjqd)Jg2D^jp@q^DCohRLcz8*T>lY8WZAVut&UjNKxjT ztRos3#pw#u;$XnGxEsK#T&SF?VXsBhEjoS6NTRVP(L!2uz6N#B+ZNMMAf#7PZTsro^JCAX@JndHk3`Z6PnRFtbaO zwaNDMmVq=GrGbgN?Aca&CVKb^DSKKHDh6}Pg=#o7)uFW9*O@Bvv44@@bef(O|4~et zjUxTJmX;PQresU+>_pxtk{MXBALaEUpeJeeZ2klfre{^ecgpbNlajg(tW!9?se;}I zVgUS4s-la5hz&)GotjWEgLk?orDs*5ODHo^>m-c!i`aHsy^6PwXFJN|XE<6E3VA26 z18_v(<~(E7eUh&RZ$cS3UBkP(#xP*8j}UCbuc=m?9{j8xTZ=u$&pwN4z;!`~^BG|E zCKU4er#L!-t~s*sWt(bfYnafE7B+^(x;bISks>pGi^4E%!*Ps>Fb!8_j4c8iyCR7t`qP%8A+O?gPwKT4<+ z&?QE=`iFXcb|EH#T!<&RA2++8s=0HqVo3QKXq6%s%M6#t*wEgT?S|b}Z?Z7CJI+f7 zCx7K8EWqJG8v;}2n-h37d>fkI9RLRiocmSIIKDf0Wup0eU@qm~&29<60q3(!+`iNP z<@sUI1>P3f38tarH|ZWb*V&9dq&zme^ewL1zf{YaG;3(ZRMM^&;e4O9=S3-Hy3TL7F4)O6wq`gLJ)BKXIPUoxFe-#$6j_AEdFFHBFwRtA%AS& zN}3txvvhFvfu};I4C=Q_zrS?K;67SXPz#m-G)m{r2^QxkjD%1sQP|N%nN1;LH5g|3 z1AQY8!y9weW#wm0^I4MXY{}`A_I_uhV~pT@({?A0NC$Hm>fuq0uNZt^c-k<*W;9F> zWOw^!SbVf818g8%wGEGoMj)F=uBZ^uN(@qC$ScX~#ua}gzrB=*!4gbPii>N4tXAIu z{hx*7cef#63Ih-j3eDDG`w+I%;09$Em~qCLdp84hM&e<(#3F)8LMWZCNXc@I50tCD^66_ z;E)FHO?u(X;_jW|hC*_~`jBv51F2=8o5oyxQfqe}9~Uvw(`yQ$6Wxxc`9|UMTb+ID z9$Y1dpKlMV+`EGU-(!T6J8Vc< zC~?&(j$CrIYSA2+v|wv~YSU(B!nFRC74#)v0|BxYd)r$pMI%;G&iKz3gZ*ilkDc?gz95f*VUS)KGNcWV9A&eIYhk( zq8Cl_a{O1!c^pNaK8#8UEZk@}PJI-UUjXP8;eV)o;s`|SsoCe7lKa;j)tjrmYSeBj zT_K|?;QA^rD`_#VJEl(C9-g%0m2+qM!%M154yaW_A>}_N`ZabaQRQ*BueBPo=wMRq zTw2$ca`l-zIxNI2PMKOo7$cu;HwKab7PSm|iKofu>SgAyft2?O!!o&YTk;p=>k{y8!jKBT#cx)3fu~`mu9RJrCJ0lMFZ5 ztyKpKhXf~9RO&~ybV^n9WU7@ueZf#&UI! zjHKz>lJ?`}EUP4vwuzb$MZe;noE`2fZMoqGJLGs*fAo^DeX?V9(PWKbNookmBgHS# zF`aT(Z?Ao6&m%LD$^{5T6)NG-d_^nK6qr5nW4ld+f~Z@?uUDO` z!ml%CsFfuc*%(;0d8oOkE6$*TI zpWnX0*gGmMjm1ZCQ}AdB6Zu#1E$ey4X{Lfi(rNZLkGS`#B9MN^n+N(2toZwv-q3OH zDOu`__S%$%F@MmhohiBo6z4mZrSQCIg%1|897B+W-|1@0x%%s?{=6dVqrz(i9O6=@7vJvr zphGQA2xVf{ARN5liBBSRw487>-748n6)jmm8OOXoQNqk_WU0dNNF3ivP5`9N-^R_q zYS_YK6zh*^jOey^c+lkguyvR_NoCt^X1BQ8ARzh_lx&@-7|JH0!fug;qM^Y-*-;B4 zw_R`A9t7F}+iN~vWA#Ur>lbf@*KDp%NL&~GCXj^RnI)Zr8r`et_T-}93Y2?8r+ED_ zyxlSg6n|E4HPdV%0?6cv;6Dk(N#D^*o-oi*cptcUM^}v&_ImX2%stEK9hSGqL1-Gi zyTdW8QIZU5Y+sV#>GEOjAesBeBDV(YdP8%3bq1lXH$G@>T zp{}Hq4m*`utUVQQ^Cl;0i;qP zl;Txa?PQK5EZg&=MH-_95>njA+h~o$tx)eEWHnw6>X)npHymJTA#Ed!xM2=w0>DHV zL(;#Kf<|&r@Y%FF9o^3na9$gIPfCNo5By-0~4y-!}l>-ov#ujb6@8uG+&FeDaTII3BWFL_{z*B#OHuy(uyE9^qZj zVlzOrdD9;^$(>phqc>nqc_l)#t9paLRnA9IHxCnw;X$j17IleSL8LKz?a)U2 zV8yhOY|9fE+}GB0Y_4l7EIk81DPpKO?Uy`@pt?1CU{fpjFiL@-jZ=;c?+uVygF-!5 zUz!g5Q07aL6WIVw47on)wrJ|W`0=J*IKoc4o0-Qz1YauAy`4Q1iLW&S8Yt+cEe+Zu zmLHb7^N(yk;|*u^1vh#ucuTH6CvAfH|3y4Fq6l$BzlV2E6@xnA<@1TVmJ%+hoTWbn zxcUn{B%-T4r&|mc_q!x7Jl>@Qb!{7tN|Pg@lgXnlm)VyLCzOR9A#S|M2kBWQ)oD=~ z&aYw{7K^P{q>@Yi!h`g^j^>$CwTs7ihi$Q)?=lQe;Tymu3B5j#=jK=*TLvTaPoxd0 zljC!oKespp+}=t}@~O37aD8|}h9^85$b?7?&Ob<6(l22l9YdR7NTEeMsANIwwsTcU zB9tx83zsP)*NPE*b8hu^`)Lc-=@FifrmFZ2r2i*G;@I3=yfP?bwH7Qi#70N$+MA#} zb)fUC*zp+Wk;4zvH3b0Vrp-~XeKo;62S^E6@~$ks6|jv!f={47p8s$o9xl!3HGgyF z4#y}T_p`mBIT?oI&si6RSm@e6-%>*wfdFhPHgj2($GTZKhE@sqLPjSgMopg#cW=+l zdGcas6Ysf+R|9(X2mD;V{E?`4DEk@DRXn6w2y6AqNv*ppBD)}sNeEzAP0h3+H*B+DUK_wMKYM)mu>Yj2%WZ2LB^1uxei_*1fT za;O&NaKC=F!OKY}=pcV3!Kz@gj230x6cr@NRbuOhQ@Hzq4Pte0V&+K*!Fo=A=t7Ix z_kdS*M#uxjXA8#LN=&bP!~#Oz)nSK8!w55?7%|j^!xb@o1$G=pQYMoh%}Y$a_o!sP z6v44cIQd-xr{ceh!_OJ^B-pqf+D7fRd!x~He#Gg_gb28WrG9jcnHPI7GfwGsjX9?u z3H(`1OzzpA6n3PHc$W4Qv-&8Wc=E?>zsNf2%UhvnpFWt&jk}5Bu0Ni>T3b<3akknO z{W_<_RobJ5Egc3_9!bf%b(Imf=jZK)n+ccnb+5KKA3f7KDjq~cnS|NB;f98{gM|YX z{YzhBs(H_zpEQJ6z?d1{Dtmp-M26woWBXcJvR2Xeu4m5A-J}^YPnKj_(&Z-R&!COU zgy;L}q}a-y1*y|V%m4m20v4)JZYlqNu$-hV|7~jhU(}hmv;$T6*xM`*%19gzk~zmR zKEM956YR47bz9BVFW&wAPLAh#^?j0c3Y8J8Z7uQnAKh5@roawfp`lnh+is-I++Vm+ zLN87f=;~7To<^JACHftIiTjt=tm6}E;Xmk2BchY8pr+S{)6iBMi|euK@R&EfqPp%f zxp4rk2>FKO7OzOZ+9iPxSb4*k$2NCTY&-^N&+AXt#%O5s7X`~jFf!JEXgqB1J_HNjue6Vd^N^8MS_;{2rccNQvct*cO>&dKu+Ok-B>sEmcY ze31ICJND-IRH9R74qkM|kKAvkkD_ZzaULQPp1Wan-tl?Kh6KJ=6!95z-N5-D^(e(vxNY`Q zjle^s{Y2mVNyHyPubS?E=+3##S=DevR@{s)3s z5Bepg$nfOJ%&O;XbUtufEIEQDKP=;FHtvaJbbc;d6|6V`4>_8T8&2OJbbG{76!V+$ zi_U;MS?lB$$Y#%mR-7DOIq1}|D!ib^Pkc4HanN~yvVWfXn4mL9r^QL^trUqlPPXLp za}0HNaQ!iE+MMzc-|$X)bOt-P9!3VaL)N5Ca$j%GINJ`FABhCVy*F!cteOZT$svd4PTMDSApCN{8g<6-&`EWw!zWzHG#a)aVz@}HjZUhZ_0M;HMv{C`i|2!u{MhzUQ@ ze$_Zve;_d?U|Nswhisv=edv0PCq3|d9SxtcEaTJsxAu1BI@<|=TkWFH)ZnIgl}i1$Cy`RdrG9lq>QPu~(~_i=tUfS^Qk|?SE%k@D z2;9UCUyWc4S^KuMyc)T^C&FHquiTfM#MX0pl3_`sd1As zQ$}xjaMfTblT^i)!(HeL?j}KVLM}XZ0awu#Ocm%z#KfXpEqPSN>FyOTE?SG7eYeTk)@!2)^3fApHiF#y zdF#9>kaG2R6{e-G!m?WIAwVT&@bWb9{}J_sdy>u~o%!4E8jHJpqO~W_hHPpZc@QMP z=&0`cvbwok{KP*^JstSRfiGi@QfMQot@+@)CnD-4!EQS-=Go-hN>O?xP^HgKBm)P1 z*Lk~SdCeHqKQfndi#nQV2O2CIobP>1V`>(>rJP>08bK^cinEkP5+E}t6T!SSh&y)s zxG6I7MuZ_ilVegaG8dy@o&hCoo4UmgSYkTQ58qs5z-MH^@&;%V8q5^q{AK>Y(X?~hfqD1j152DjuYw8)X=~7unzGK8b1mn zLrZ~}l-UDm#g_ww{9yN6uyl*@GM>@xxvy9SB_+5l)ziLIO8+H+y#NgFDwtbg5VH4NP zhT(9(x?pT(PExNqETSQ+Ne@x*ZEqMpKmKas`5NRHj&&B*;EW-JTA zICK8rclyCuVa}NvY&HDRTyWm=Eq~-ZDN#Ahc6PrX+kTJ(nS{g6YN&K!&!dR#4ly62 zvj8~O`krt7!riliXAwt#EAP_vW0Qx&m$8_Y(^o~bb26u>j1#(HFP_c^>hohywdgD% zBF4zO8{c@1M`1S%>pPHN?HA4r6CrbtgkeDbQL7Yb z+tN&G#ro}u`t=wpx_W1+Ok!(M1rt{q>-_9>i>cz1$jHdB6OW@b&pRK865-iQ6i{eK zc&105Jp@8Z38J3xHS+9sG3Og(Yiz{JQd2 zT|+xrF}T4~Otj44iMo~C06~2u#L`$+cV?Z}pk^Vg+}=E=H+39!kmyG|^o=bVVkAiX zh0jvFgno_iHzx5fO&AalNOdb21VTZ*SQ)uxT%Uoaqk4(8U3*YNs$(kGt?zLm3Bi%W zPj!b^kh$B=%0=?U+}af)3P?bF)UL*XmpTMq-)ZcN2dw>oTAwZ0i~mzLZvTnuQc8sJ zVliR*^+Z6S&gpc!-E^x-bbbECY00V1BjvyaLw{y8;X&Yj`(^%Er4f`lRD z#Fy1sLl80DLT1i;)9$e&EX-kru{1}K>7!?jvLR}o+yqRmjc-s>J}OP z{-O;kIV?>1CA!vx}CDEfo3*& zw(bJEiAw-6WlEqmI>NHZPCDu^n|;vj8e-A&O|pnB73eE~i}3=*X~vW3anoL>md&N& zHMopHbK$Pf%1nfYFYrw&e+D)B0M^@f6HY@jpftT3EF7bm^4&@)!5dCGTQx)eTR<7R z{qZ)y(DFD7Jad1UWGy|WFfhTVZa(Vah+y=94=vizjh&jmNB3!PbJsrpt!qW`0MVzn@-NA|IdO0rAw*uZL(l0CKj2#i~+;okQdI=!)K5QbCxwy)` z5H0;xu*?O_@tIW4|k zKDSv~Rzr*cfT^649jGXvQK*nVXlV18cX7m~Y^%de;#%D)rcUfDw@*oeh35A*-kQ@Q z%rZd5rdNx)n~M_nvd`YepE~FxU=c(u1ec4%b7~e1mM2oOQm!@bN#9%g;Zy(Xp#lqz z5^H@Y~HbUefP+Vu)JEdp~RCvb=D#SSXEIkQ78uHj*mNS@jvbddX~m-Nl^dl;j0 zUJ39mVSjd?eKvW*CSw^4Pr!JWNmt>8FE3?xD>yoVY7AfS3=;c;x}w^%-3%lQ!~k)@ z8$M@yKceaL<}g``!L{1+FNJAm&rdd5pqSaZJyI2RU;Avw33HN|?6l3S~t%RfC1U^Z=+n7S<_ehPvUrsWGzAg4!si+&KF?Dlo z9?(;PwATEL)Hb}Fv!;|yI+=-H^`Bqf5uWJcT`Kli6rE~7dVl7+vFeDe1vvaP{!w*p z*R)-)Sd86wuKInyTY7>VYc*Cuo65f_MTfO|V&v|;+J7DdHz-6%&gojVXS<<={r;vM z9c)ML+>>C%xlY5?zps3cS3G@xgHWlEIXlpUPRZW;JaJFTtTVy;PnrRN&JSDjX#Dwk zqlGu0jB5`2aDG?GrWSB!@U_erjqKKaS@3(Jc6@g3RjMA9h)El=jslY`>}pLVN905M zn*jI)E7d3-^iuSv!BoAYtuo7vepz;4{JlSIc?qUfrt^=^{Fec=4vF8xtFsYdgVYHs ztQT89Hq%>!rx)6y>%`_{KYy|{8aEM{JH1lJK!gvgIVP`Bg1jY&1#nL!t-Xzl4nB<8 zdsqQW&aiz4jRY;l(Z;>x5>M@5%Yz5y%irBcsm6GY`~p?f|Nk?wNY`2R$Ohhae->7?1G0a*DDmU4_-q<~`*(sHoMU_x`J%R) zIUX5vHf_xY*RZN~e)_(_#8>)|el`_*AQDzqDR9JVc!hYU_IuzwMavy_(earMr0_ zRKz4jr^le2-L2Y_&R^ZkC;3CsQt}$rlNZcnbQ1t|gQ)>ly=CaO_obQW37wCEbuqkM zR~Pz!(HOz)GCy0&jV7qukv?)5TdY3Ijka5|zO&1ojoVns_UQ(xU}@%lH)YwiWc0+{ zh@=zrmk<`rs>NqJj?C%fw?a~hi}+vHcMR@05ci$c{3=)M=Isuz78{?E*dD5|H)(1Y zu}|u*oA8$;l6e$HTZqmm3{KNqs21B!x{CaP@-1IC+Q zucR%SL< z^drA=u*a7?w;CH9jU{bFi2|dPf({AEFK3fTe%whd%59IkMTeG@XhmZQ4tONB5 z3T1dckvPG*2uuhKek;-K9+wm}t2npIEroD*zV4X^h%2;{TD?%~66xTzU|k~kXzPhG z>^=4bRvCx96XiABrO~j-9IcO*PEE8oHuP^xU`eVc?0RM5a;gB0U z(=Z@{sT?_Dz$sa;RFj4n?Ri}It4Bz!8_aHn*@w0RehF(RY&}964sD$lc1D^Y_|?Gc z5U&>Fhqt;Ero$p`W0+U6ySubI?89q*m#Bj>JGEf^K)pR$G%qdzX#pJ#ut}I1hwj+Ux(qliWHK%q@;zfg)zz>8=O92Xbm- z8ubh@w7mS8@(_A#;Qaa$jOM>BM9KVbLBt+waTxl5Zom)rO%hdX_rIDiTYu3a?sCs| zXVFU*J$h=l`S`$cZNrJevrDY6qN;(wSk%i=OE*-dt%~VUHbV~T(U12QJ3=(~Gvr#9 zEPr6RzcySH-q!Tj=<~(;{m4K{wyB+VU#m$fq|jteMaP=rOCCoNfdiEP@D%gm_WLg} ze{j5>C5j#b@MBec*mlYUS~>y$5h>-HUn_fk^*+H?WUbruIX^ex%Y=Fxjgj&xR1998 z?x(uFc_9oh2uluxS1}96K^6}aUQlOm0G#T-T94f9>@V8|`s-)?8Bms?j3T@H(F7~- zNnX1L(aJ>02ID5T1GB>IC+g;w#iSW)eiB|#OscRN6PyT z=40*YRx9EhR#zL<@LvlzDP71_aX(~V>exT=gg<>pa?eA5;w58{<w&Hm-#<5G`lkjtTan9H*j2HWnOG~6(Dln?pPz1C<7Ns|$!%D@hJ_{)R&I=Zt zQ_Y)7nH)9nBA=f}@ohHgyeo9aT8Y~}auCfQ!(QkNCS{wmkg3qbx2cJSP!d&#i9415 zehuT4cm$7%S?NDHD4utf534$Psc2o<3TleIKP89Xg$da2x(as``~7I#^eiQBJCjDb z%WX1?O_qHFxslF0v*)ygk2U{0yn_pWjnH z!Xgq8!9MP!#?jm6;>S2t3Gs0fP%^O_;5Mz2B^Q<*$=R4=#%0kn8d5z!Kihcf(1y<_ z?W=K)5<+#y-H>L)=Az*hyox?>t|$Hx@hGD(i?yiro+q*KyaVH^$JK8bkh78o)U{nc z8TZ7#=4e?;rukjj&5$Ydobm+^C7gLF8JI2i<|C8p-NOZfvH}GXMH} zO2-I&5B@j4e*bP0)>N&CJ049l`Ne*ZDz>Oe8sR8TDX=G&3Ox#9?`3&75G^q@#qrw{mcn0*Dfd2?8jtHKcXF9_g_pjX@ zKmi3Y=jnd4J3=qy<9yrc@dR7D3W-|i-LvoGQ{Syi%5eDV3!-VfL)QZ}Me5sLB*VLJ z>s3UHxJY5+>T!fIYDQoWVT_?9lFDn}iU*z1mcX+>Xovp&Dx#eOga7_W6<5M)?12YoYPYRRM`j@5==qEBH_0M2i)l~2?a_Oz< zkF5#PpA5Gkm5f-%xHdWI*xZ)-rQvW=4dHA{f zRjLWPXx0DKQW~XagY4lyXY>_h=w~Q{H63Dho6s41a|$;2kfE!ZCDFYBJP>4A52()= z#-2S@B-9V)7vPY-HU@+BpDTWCykK*KreO0`Aq5j1ihfRT30>}hR-M1R6yQyYOacKHO-&OyMtmJs*NVt6 zX2(57ivLh?q_+i0$1t342FMMv+(pSTW2n1yrX6;wzVi^#&%wKxIY$-EL`Erzo{ za&vu8xPJmU)yCv=#x^fUUW%`V7S>-V?XNs90T@6@u$Z;NxjoOk{Y zD^&1!4PgnswsF(7MBtro&Q^><5uE{RHSo2%8&?ah1JU1NQW(BQ^Yl?pUhsj=Af-Nt z>*QUEXG%Ot)#_xC-Ryn8h7?AL?PsbU}mQwNWtQxu1DDd3Xd-m*pN2P>}!FQwhz!h@_zb} zN|;N`)u5aZJn%HYLm0q zQz!IZi!NRSkl2ZlKaabma22|6#SgtNHZFpHzou1Gn4W^@uA%C~DAZpPD75yL6;E)! z07FlnYp3PrvUZ)@?0%p<5@^^EL)Tp7|6;qdW(o2?z(zDq0hh|+vqVx^k?%=EgntM^ zi)Hnq_=a?>N~uHaAg}0|zfd(cw`<#zWOT4z=@a*2c(uaKgLr`ubHL68$MTF+p#;XA zu;HT#$}$H?vv33DY6PH#LKr_U=?WS?hSFwttK{JbS|WS|O#z1(*|(tz)P=Z@)e{B# zge$t$U-6TH854-XKb{BBnZ_%G52uUf290CAf#(Jca~WKe96LhB{q`FMU?u~D6WBwT zaW5{MI$lPNgkevnmdL_C9372S2xa=Blqau+h0td}G)HbfrUo&!bukyHvxc=L0fUEa zU9}q5m@gRc46B{zzvM0A!c7Q{pKfn4K9KEn@Cyu<+XFOsg$u(du7P=0cG;t^&{W4C z$jV<%B1gSH7?T6C5u8zQ$HVT!=V?|BgFL(6{0PXeVDv$qemL z!cfhz0hYXpf6?LA^jRx&&^y{Z2_`8B#-nOE#2+SPtVJGu=;Tp&@NwF+!-%YP{k|B_ zma(j*yN1Zhr&4)Io-2Qv(BWSKl|;p(y7#zuf1!@24da;GT2)+82lsOrKPPMymj+}+ zHUJg%RE+1SG;h7;G-?0oLXpLomG=1d(Yk{*-^bfM>zA*zM>^$2!c6~V&4OaxrEJXS-}VHLU9_R@44pQM(xXSSkhiPOvY zXjj;|LDZG3l|2=j1S7atifxnHNND{`(lhE%?0a_znZM0#fF=*O2Fs)_wVqT%KERXQbA}?9ty$YMRr_$OT^|?K16B4X8U4kvRX+ga2f~ zo#kEO1Rd^Ti=6pn?hJzg_AfV!|4mPG5QVJwXYKyMCQ@s#K*=0${*w9DMx$l zsU69NHNP$~KI0N05Q*V6DYRq((QooN~BV0_4`UXCj4@TL}?DRPIH+G0dn8Tqq}y@y897qJ;xTXJ(I zl@l;0O!q7dn_~5I8yS*P4Pixu`s5L$uLcRPbd~&TbOh1lOekajxxLL>9JLSCKamR& zO9jL@vM(!u-#+`OtW)d1YKI@EJGxPkf`4{W6i56tcbvoWm?(16i?HQe?06`@REOM~ z@@?d<;Y`ztSo*~g5yo`)vT=1e_N?r4 z!GHFy=BGZV6{CVDzGXX!DX=7{DiQ>V(CjqzTy&I~Q+k*E$kJB}+3V@`|6npT+VOU( zL%dz8CQj%5VO6@a7c^t)oX#h2M;mwNajwxnGTtp0QuV$#?Yk*(-*J%Ps@3DC z?F#h2^NQV1MaREWni90`dx{@5UZ|c4z$Pd_`u>ae2qJ^Vn(dN>Ng2+ApCuwBMkDRW zbLn~@LJf}GK<0vg)Jwh{X?O2nJ{3nbFfkPWOQNR9h1Ma@T`f-wt!&&Vqw!j@zIFZS z^|tVvA{NPFl&KFPvn~Pn4m@A)&YhIED?I2?@6L-fwf$zWpg|(=Cb?wkf zr&1m^4Sz*ZweDCt=h%D3`~Dmzb&^`t@&}e1t8$ecKKH8DH@6iMFn@WB%YC+^PF+eOpPdCr5er% z5++-SX!AAIbHw|DHuxEOTgO43;Mu#CHBIgpZ9 zu5V;~9-j+mB3Nyu;?{rLh!v#yb$OJ2>}9)|*3tMYbRnJHVAaV4|MN5ZsA!Rg6)JH& z=orr0y2fWjY}_<;sYx@_SIm4p)h_0qP2!?lu|>xW@bWI>h(23AewbucT)J_$z|)xS zcpZCH@h!+|10Ite5RdWjitTc4enWkjUi;qm-KPdcN`J7hG<6D1A@zk0b+SSE4@*il zHLz??*2>&B9$aq~Wv8A1;0qGwUR1mi++j`ltsGhl-gA50!utL@_u=c}tuKNA$K>{y zxnc*Um9b&O&R*kL@`C$TXk`Bt!l7q8m%eB9HXX_QUokqwLHKdZ3bG=XP)O__*mV4c z`-Ral)qJ7FNw;BRZd0`;csg})mSiXIXn$H22(o62__`fJkPFVKV5-SYtUwmRtO<_c zRCe>`fg0z@PJHmhMMjSDv;8q;PY}Iym7P&B&UC=>i%^xILb?N>@)>nsE$-hVo64n( zu#g)xM$4|`7O^j2g;=+zSNC2v)fZ4ZA_$VA|wM~Xy{Y6w-w zZqwmEd=bpj;LJs$*vLG_be^KbMQ}xt9mL)lAnbD?1pap^1|$nK`ePiOrq?nP-R`Q0 zZ9RGv)*;f>Xo}5l1YxpkNr#WB4}Wq`zIHVt-(Azih(3=t@_GQs{$eg8chbPuu&ft8 z+wDjG*tqWYb!;ovY1n(h8gKFy{tqAf3Dn|myHIyp6)2+!qrzdx4Tiqd0)*U2kh8Y> znOnR$MUfpbbOYlrx`4na&NX@DCLK0DA=q^jfune_|N6ooVR)_{n>G5EkFB}+LG<k!^7PV$gUdi!d#O(sv0phFAp{a7x z*fgBw4iPGvrhfT0BU3>U;@>-*CXg&Q+WhwPhzRq4V(2>^e8K&{_fRAY2&T{o1cO=l z#dtzEAbF&E1Kifga%~nyG69lU60i7FWXxh>t9BOO-&4;XGYBNpd(&+S5*9-Sz$9Q)B_J0i4U&iwzp@NG$RyGxCAClgZZ4S zvmd4Z})xO z*Xud4>izmPb(hu*uixUae#~k>q6|u5K-=x2+4Z5Bdf6)MU0y%%vbpwfB+Y{vSxEG8 zQPs)Cf1ZY`{VZ8+upKW~09ntNxht6OK@Q8~tzNOJ#Hd}#-@D}4k`A2BJq9y|sejM4 zL$D31H79=}`YT419rbxa=gu4E+Cb{Ww@?4vO2x5ce~DK^kuGyPyoAxn(H5zv7~o$i z%s@&2a-uS89%wCa-NFMR5I|J}bwTnVkHZzgH}Xj(o?O5qiVh2l4V~;!D%=LiwR6i&*w^bL+EtM=XThJx>i8*Cd24h$(q#>V%E`s_Chn-uBuFQmoLp2!Ww z1YVX~9#F8lV>1{aZCk1%)d_x0X49`$7U0@6;53Dgx8%cmICTEkS+A|V8tettkyW{%BocU=QhKJV%mHLEC!0nQIX2^5XYQb1w+} znEPlZcJ8#{i_fTV%s9Xsma-P*6l{a#@w>O-(tO5>v>#v;?h^E-ZSrM%l64aQDa5pr1o@+R`@fF3GAvxF6=Lm2zjEI#$|A%=1G8-8C_a1< z7I@hIRL)^nuf&P=S<3NyY48rkK|WA75e&lc>6F@0G;UCEazC0#H1^&5HehRDv$U3J z6z3mBVnsGhQ_8eDa?+3{x;s@je)QJdd~^=6tnGj)C&Ke7uua^Wv#Gi9Ovrt>#HbMh zw@CRbI3se}K#{xoEFQelKwQyR@*9$^fY5V{VEQmDypx+>J$odk{u0c854dtKa3y;4 zt4XPrt+>qITfCNf-6|5%DEXSFCkj$%eQYaCu|6 z4Wpw{hf;JV_D;Eg>`dMme)Hn2njtyAJ_jlTFSBsl7bkLNTJHTDPh>7R@Q;*|vD{!j zads?8>?ryLm8gx1@?sA;XvreXcA^8eTXYK7I3eSXK@Y4!>j}M>_El9p1fc`w#0M>R z%_YCc06vf?ommCsLp-V*8YB$tBTj6YuY476z}^h=ix@J*8x%s2r#q+`CJl-~PV$Q# z9##@5$05#$$xU%}=HjbJMoCtpullzp=~^~s2KK*6wD}}6Z(Dgsn9DFAz=n1)%$^Hc zcJ$U&s&w~ZD^esoOjcldz7f!;4n9eLR96or?j<^E% zV~IDnl;oE-rUvm62Os8-pA&w#NN+kl{`So6%0MA}`))R$|COx0;Ydg)y6V&`F;cd> zQ0YTukVa?mgOw33lyAeJMAO@MRbi|#w_S>J*#uP6POS}QSZ8g`(w^}!C|eGp>yvVm zppewQPS$Yi^{l|uZ5iMPCGLE`^_c_P%t zra8%!vYR&+Xb9HvcFg>RDxD=BigmLCD7oV}K zR3D>6qt%JHjU*=_P4(a%nnDNH*jO08Na+>2lzwY{-((%_F;dN~`yDi!~m6WnL z%ip<&N3K*m_?27f(|x(8xPRI|s#^-9vZIduLP6{{u(#|g)H?66Jg`t10C1ZqSU<3bvipn*P?O{mdyvvLD5A;i@B~G zab6`(t#;mb1HBoIWM8G6ii~ksdm#ZgQ$*)xd@h18y83#~`S06dqTZotQY3=yT)61S zq2UnnCgH4rgfm_5OqA&0J2zyIn3P~8(*`*Kr4Fcl+p9;H$RsAAMGLbL7N9ly2A0b{nhR5SvuZ!AfS`mu`Vdx5QxvRD@QUF8W8wuPL0IP5t^m zw7)$#1D(oy0kxtidv+UiQ&Kc{2S(jfFk*RaZ4T1Nkr-#b&3LUS1jmM+%EA%GrR(hM z{ZZ4~`x2>4YNmT}Ny$N|Pe8T~cG@&u(JX?06@R;|0Zj)s){WP(5-Ot(uApo0LzHze zk+S*Se`I@%4eq#4tg)@NgFU4r)4iNvL zRWw%d?6coW4iFHxf1)A#4c#^;h40DuPBP|jIIaQ?1fG z_hN_pgZB+;UI!+0n^qvYFDF_ib@mOz-DrC1uia9zdlg9yq>(Qk7{%-!#zP?lS0L>E zY3am1T3e0*t1Ff_QSTOF=X)&G`THR63GU>ZN}2Pbi47xy z-l2IZ9)J^=owU;J02!){M1pc$=^Xe9ouFwSL1`f%0_u+&wmU#Q<5`fOy}nE>n6^NV zhpo(uERu{zL@GT0ea!fKhX4=;j`zFZ*%D1al)8YGZsR7yDqSiqX--w+*n9rXGIe!! zLDS!BWXVJVw1>LdaMu90d0Q0_t{%y7=v_I>aK%x?QV`35jN{&N)T|1}{mt1rYq)mZ~IGmq#mjRn+!^VDk&=atS;Q zYo@;=YM<m7}Q9jk>!7uQesR4W9bQ$LOL-1h|C1I1U1yc!z^mX- zU&^DYLIzB+XZ6j`+6*W)PBLYkdXDZ1lrjU#xL7?1w$hivzxyrnLtGtjrYv?vFM_FA z4E#N-2DTrQuf-^9+*_pxbY6XKpI9~s&O37Z%_)y;hn!J- zJt2OTU|kgH&!XPxVG-K0_5t@%NH8IV^VI5n_5Q6+Mn*=EK1w{!mhF=Fz4q+w?w^j$ z87(zkG=BjSvlS#&I9gPl^4$36TcSY_6>yZttAAzD7Um4xE)Pl@|oyhGAcOHc^?)I#&eG=g-=1k2Alr&|W#N&@;TVFTmT*YVt(LbhanW%|f6 z7!p%486UxzWV|9A!=q=sdqDP16sA=Qxpf=hW6s*J5}nie!J~n@Q;JjLlx~i{MdH|3 z*z_RLpT6-;#UO=T>_AdS9&vD>cbRaM;`zYyoLJcq@7!lo!V7=e3rNo#`?A|pw}4xR zM&$2?Kgg}(oEAUD+>ECaf1OwzTeC!^aLSmna#P>P7z4YDVF@UPkUyL4$=X8Zdj}(x z#NRMwcB@WJ^)PHd@@mA8o#cp5II$|bJgX`> zeLb6(q@0Ttj7x^O{sQ8Y*Di#M-5%*4oE;@E30f(SyeprtkB++-NOI&<8Ib!fvRhY} zc9`}AF`Zhqb6t3u@fda<@Kvz(2wx#Xn{cL+g-%(=cb41# zJZet8i~_lB&*b+a?A(}d2+FshvfQZQkGCfQpFA&+Z@!*E96T1ED(`h)SjQhEIW75Y ztCN}i9x7>awelu{;`>W8c>C``m~L_OC4w5CWq4w9Z|j;vDy;jR;j2|=%MwmJ0l62l zB-XBzNL=A5UgSj)^ONtHq7-4 zNIZ_{4pby~m$+IK@8mHiNir#e{576S!9#Mc_%BOz5n-fYwjWZ|fb2ihDm>v`tyoG3 zadbz0MMw%0w!%tu8zFt{(R;f+-HGMfVvPDJ!%4ndRU4Jp$G0V-F3A?&xG=zcW8j54 zEQ87~JlHYgj^g9AcGjcbpC6h<&CIOq3$%;mQW zX;jV9n*sVJ4WV<8rHGg5-jTdM-7E0S+(t3OI7s}x4cJsJbNpd67lJ2x4GOo zj+Gc`-cx4B-hp^>g$IR}^rXZhGU7(*w3{Rw$?f#LOAvt)cN6z={LXKaQT>E1H5A-Q zNu*SINb0#GYut+72DBHbZ0&2 z2`}A`yua_M)?82fVe5cQiC4ip4gjQ^ZR!lUH;xn8%(94PjKK)42zXbLFB3 zZ09F2a2;mHobl7PHW0F@Y7heZ;n|3jQ>{GOyKa?IalzhWHnAo*&UVhwwLn4iBKGuS z@@EUj;8K@>HI}Z2i7jWn7fDxBb|OGlQC3!lliSA!hYJywTiK;VZn0Og{Nkh3vAo6m z`flU6jq3pebqv?%r!sbY2~A;hVf-)evP8bSCwG`@9}bxN1)=L2!bn#kdh2J=n5nCn zSPjNv^|I_f2C2AqUp6GTWKl_Zoc0e@IdlCS3-HIeJe@GHqnfvhJ&#glzUvdD8}z>1 z@MR^gPJmc9F}NzzG9pBcX~z`}9>o$>d)~9F`=K};;BaVn7pM)?N;c!~r5kr!$0MJ? zcU0k19M%!&7&fUTbTE$ zd02_XTM6(l&fYeE$N+v{t&WVgZlg{z`-)yk@hd*nm}DVDhHBo!I`5#}Q2(U00OdP} z9ES@L6Q6m&TSQStt5|^bI$X>u#%WOi0U@$RVfv$vnT!%*$m|*p(Koq%Wc#5PPu$d4 z&8kSodTKcKc{*{-;QVF|k8ZmFYby$4Ah5b0CZhgp;}C})UgmpsR2>i1A#krKK*&C` zowGCB8!KpR#62COO=B01AZt8>QTdA^Nxm$Al5cm^_?4bsGxu{&(`+k_J*iJ`o3(i) zqqp~~QJ^=)r5U4vK+BqPE;DznJodiylV!9EtZ#Bpizt*xA=qq#joZslb(9;>^2kra zxw+Medu^GttzUHxi%8is6OwaR2#ja28wtv45-<0koz(S_TmQh_^O{e}AY6)Pnr<5J z2(&jfH`XmY`Tf3bTV~0eLN~r&Oet+aGa;E-p<{vxeN;h8S4GE}38s+y%4jpe?shYD z)Ta^VoEG*-ne;rH`&sNZxM;=yLdwyd0}x4qz1_gGgtI)R+Al5?1i`KJrnv)dUzmPz z^5iTG`Mw^R7!c_%EpW5=#;c8(V~Ax}hUsZIcys{I%gXxe|Kh$Mo}>#7Jc4n4s>Oe< zQBox!P@yDdI_1~d6J099$`ZUJ)>7fS$kN5jyjll=Xx2QmN@}K+x+_hqkW)dcSu^PA zOiN$CTq~2q9o*6pDy>x3uXYETmH^?4OFwm{dnwVx29vjTC!M*VydX*JIPYRI+ zYodC8K<~Ez{6~jtk}mmQG_|;9UP#x*ls~<)sSxEG7V(!PiP`9$&{!8xk4W0-jcFwO ze23AFQHMMyy-AVWQyruB(jzpV-w&c}6=YgE5!^_=B>F>lw~%E&I)*%@Y!Ceog{h`U z;dP|g5()34ee}q z|Ixe6z~>9ThFfju$AR!XT}PBFu3OSfIX|g;e;;Ql(BSSjo!YjuFFM}NwBOtVEdyd& z;D(a}?2%K@$)}mz&Rp8Mz7u6Sr}$Ft^N6m=E##DQ7$}=hj+7GrRJqlCg}I4&5KQM( z)3>4+de#0c$vrv2Su6(U6n;`qBS}(2oafp2=g~d#V0`?TjgMVDArNamME<5`u}$NQ zxYMk9_*Na{U+6S?@tf0#s4eu#kG3n>ZzQZJt4@Q?W6I66AJG`}`l9&oILva_1|=_x z7f$_XEt-wqcB!3Td2f}}! z4gpdfFpv~p2d*yrPOkB-qKF!_HG@nObZV5Pw+w3i0CRH*UPxsIBW_yW#w&Qr&|N(a zR+3!Qd$3J1EAYI!;WH)v^w+{4vCO~26inkc&u`L1#`Tay{<>}YCvCfJiVe=0@bdU;gOjZYqVEn-d@|B@PI03m{nQ@o zm1-29vz>3_6n;h@TN`3Gis`$Q@EYl&uMzOt{?HBh?9{$&pTNT$?2yFVgYK6VSk6_rErIi)FEQm#S`_ul3pNCNGOSW1*s7q`Am80l( zva{d_c`7{+1mp&QGsS8al;Zw0H0rz>!N&3d1Z!}qi?$E~)R7=!FKI1SnR)S3G>Fq( z&GKh%v+yG_C0E-I(IE~aXKDp@*hoN=0-z4Jmsb=C;$Z+51$rZF->2!ZfPA@75;|9K zh^_0EDa8OzdSp9b4u?xeWDOs~x5f+?=UajS4%GtUi4%GWlcfCnho{7)&*1&C__qWS5h5u6MycU*3WnW*lNai zzaN<9y6-&ny|j|jS6Kif>pQ^z?*RUv_D=&zuA1?L;bLLF(dz!MLvUF}xH~D@!=DHmMj$bN)#L5C=*itB=|g1AQ4x%i@R$01HL| z*at4=y~hsL@hD&$xf7>N$L~V}unYm?nwW%#7&_ik&@DQYEe~{w8q((jo=ireZDADH zEIG=n1I=rZ{ZhZCtg&s9`bCiI<950S1*uJru6XXXYITiZ$Oni9VBjNl{eV&cTlk1A z>IBQr$FEY^BpvC10Y5zS1Xx|44TsDn*bDd`Rc3VnNkYn6px=WnOvkG1wYTp)KFiZ4 zm*3%fHdfCaBJ2MBBsre(pa}RA6uMceey{7K>H1uD24v#BHZvPU;w~seD+3jl*t;Fp zKa-b8ayt7ruV@5K>;E3OnO#?n{|B&Dm%_=qqL_L+Sy}m$xFP!co_F{Ctn==K6h~j6PxB$Kr()Qad<)APG~p(zer<&Ty4t!`a#S>&TilQt!^jpGo6d z14F~s)>gS}ax-`U&+)<92sSQqhvj;gB}Mks{pOd+0dO0`>P&V5V;nmbc&NJoE{bY@ zYzDVaHJh5AnR$-FJZu-9^L}bN2M|&$B;RFoDEU@{W|<}Cd?-vNMD`?Dmiu#^Oo|Tb zhYN@*0??XgnapGp__2qFhnxP*rC!V+(GrwwkkoIOY@KnmTlylLEP3V41Tp_Sve&3BQcH ztOg5$fsRHYC+*^w>ROfe|7L3C`i3Mf`qUaS=cXU3{790AQD?RXK-Bxl)9(X>OyjjB=GIi4r)cBmtAwsY=_* zFu$#vyo|pIth!PSp8BYa&|p7U?oA@OtaQrIVt#7+g4Pv2E5XY6qK>jR=8drOww>IO{%W^6M3ue`xahOI7$UheD^VDdur zOM)NibNewpC7HKsZm4kR3ER~+p?5KnTQnC&JYJB6X=J=zgJ+Bt1{zRt{3zLxOJFMD zCZri|N^6Xi=w8PFqf7ssHD_;n>Z^5{^CF(8<)rCc=MnP9MX&`R67ezLr^$msV zyCXqco;{PH4ndkew-Q=tP3^h#&d?Yl>lwz}2A?IRDg6Xl^C(o-Dx=;Ncsqx1WGmxn zUCJETKMHrU-^vt;zMJN|9P-g>|3#)2MB^R5#q~GonzH42-nK9&GiVq7X~GTGXuACY za3Yi#oGO7P>k>~tKC<*eMB=3A;E`a-HT}n`?r^w<&oEe5Z^KVM%Yzi)eB4X- zQP{M5wtz_wrfTT@#-Hd}@=u@hshsx@4NA-*DjjE^4r#3j~IN6V@|t6*~_ zmY7H~&n^XC`zP86fB*K-q6~q$v^ymgQ&05gl<(0s6>jl%g~IP`#6eGE&c6rq{wyP6 zq6j$-JG#9hsCV{!(@*Q@=*ZhbU-O19xXrZ6e!c&xe?v|~l!#Pn_?EZ>@|;d#fx^3w z%4p@He_nYKwnjf(ySa!WLC0UtZ^x+Xk`a&Gw;q8y?Pkygts)YnA6AJ5KRg%TIO{47 zhOs$i$g*9>!=yDDFhriu{GpPkm-5Lcb$@IgGlVTs&ILdysg106_6&m=I+3i9+(HPBtddm2#fc9Hggw#S!`Y@ zw}Cr9Z8D0R*YwWf+=cq3c9^j}#yO7NKa$@6(a9iQQh%cGC+9BlK~D|t0*&x0PrAmf zc+2C;ADJQ#{aBSUWuv0r`5J)px=i##Bi)9`tH*vTrVLHw6Iq3B)m_x7(JfYW3FxD9 zRJ>tEy-T%qVMp`4?HjWk39%mQc^>75?|mLZHYOn^71v;d+zR65*1P!g z-atA)+!pY||LO0ZIaIbPNV=X1#b_3s4wXsYI-eKjpWtAj)2=!k|IA$oV=&{{KU19c zp4tuY9x5|^vTXwrJq&zOSQFQtpIu7bpL4$Nna;l8q6DCn&4g4Pa=inbrSi|aUol&j zK=drbA6!bB4+r_)2|seWQR{9`GcSHcC(qO}OB`GDwp{t&oovKWGu8ZiF(kuMRSXbt z!(XQKM!xSYE^zlkiNA>bu8BEH&Rem{eCp;7=!1QVn4Wh_MO}I8Zu`yH<%-yt*Z68n z&LKW#I_l+P*T^8!n5Uri0~@0+A<^{@ACp`CBInoS-p_|eT%+5Rjr&!ir9*oyqTC5w zdHfOhH!_^WL|BI7qH;ZV53_S_OxS-xfLN)%C8A^)g2QNWn)qCBnFDohzOz`X2C9cI z(4m5pp)vTfm^)p|X2Ui<-~7imR)Vdcp3W~|wlOjSDztMT34J9ox;<~@4m}wNcF@=6x{&>S36!x6i+incoRzROdUOXD0T{5k0~zCW0ldp)2~Y> zDrp^+6KGw@{iFoc``_Fpd`<@<&;UKmIGQUZ4}n6ue^!Y`P}Ez#?BqToTB1-?VH}dU z#?b|-=Ku>sR;h!~{7{HR`qA3dhYEam@gdn7yp8+n>i0EMJdE?Uehy8yJFIItPe@2v zFwk|H9;rHb(B4-LH+wplBLT>K5Gfn^A}7ZD{6NvDe9@D}sli0`{_)5QyH%A_S>moU zAkP2;X>M|@k(=r~vEp6)SOQu|p_{q%(YAKkpxaHmHMK>dEkFE@F^elf%y->gcY)|R zXU7HyCxV;`WX*xr2Pc2TGX}>Tr#h%pS#)VQ&}Pk>v-}JpS&F}PUauV&VF1uq(@D-V zS*M{VthnCwAFVt>LyEQ+yK6s#xC3x~a8*mHl6rK=Gu6!hxb+MD4*QPbF)zUGU&Fa(;;)rEyn<&7)Zlb@GT6}YH0527r1!)(%LbG zEcfmiyUNl%c`c|VZMu2K6hV#a6X1HY)ZVhxc<5sxeSGgcJkXQsf#=wR6onL-PH|hE z$yfFy?Gs*-&7bi%mdsy$nC&ct938TS=$yhYbAC@hh}U$+hdF;;mE-aFp7Q=1bK#fj zPqg>C11#kpsTbfI{Bup7)7&T$jN0eBgUrzV6$q~%xA{WO@zjw5%En~~^{gn~tKs!y zTc&W#_*@gy^FZr>Z%#abM=+|tp`*e?g~4oUONk{(Mtg-$E%jT*ZhDL{w@v_p$@rEhlsV~KAvXBmHqB1@m3U@yCln9kpQ=bhb#5l6u`9F1 zQuGXu3twk>rfc(Rij~r2xPTQS?y{q!ga1W0A1<5sn+(|^&cmm5hisRrD0i^DBfBbI zxA4&&kgQ*-{813U9iy@|XP9ik``yg2iVV^6oF^1pW)}*ly30eRCxK@2nhESp z5~Mq$0+i6Q*cOGjd}`jigI|hU{kiPQLD(WgFu35ateYI zdac3BpzwxOQZ!a-Q1f<8XIxaDv{G9IdmR4+iWC75Ed-1&fW+UG(G()95~c0{ zvY{E*HnMkPMW%Z1a6go0_=J4=dMhn0?cGwWVucY4gO%}6*PH6QU>yHw)fEK-dB2PN zgIoc50$}QSB4|}Y&GZWq28Wt)H$V=*V0n3YtP@4Y?Ci&3HlhLXdtd0KaP}#;{+r%G zCIz|aUTipm0Cw>A*LS|x4wb_lC_>!MWYhiB32bB{FA##6(JP4!)oG#YpDk@pRUVam z8j|o=QX9|8u)f@x1I>&TW7D93kX~vv5PRjoFpl-H#BfB9 z2J2j@_Jb%oaOpzzVC16OG?~voWAl9h(kA*EucM_qpRh4jzOjX{+o{8g*?Xsj(Czy2 z*hLv84;EM4IWW_&j^UVP7&>4h99jT^(q!fBEgqpb8oXT(>KXv(LXTQ)h6ylt^~O;O(4P!o9s&pu8%mgUKC`+5YAi)C z1Me1rpq^Ek3YdAp=H$!fr*WJ6uIr;bGyd0?Cv(@AbNs@KlmCMDWMG^0|H*nlgXLgl zk#*%zAo$MatHbk4$G-2wgVN#bpK2R;m8pC|Wd$}0bj$HiS5E*5T1x%pe*t+QSTZex zE_?!V=K>@e@X3H^NjaWt`BtjV>;>1?AMM#1Jj`emPWr)S-uL=^t_zFRU5+3JLF8_e zSm`Ys1?bK;yRz%q!J6ZF)zGxsjm=NW29WJX$>6aV8`JaIe?C-`0HMB3a4Di*IaR6i z@7vtOfbvq$nWOQceuo~j`BE)t!FI`H0J|&7kZ+D~ryFXPe&Eqb7jwh2H%z~A8Z<9L zRILsI+g*<~4eEh}B&EM@(?4I__e6*wxY)%nw#fv@t2W1C4;a^EN5(r`lbe)p?wo%h z!+6g(2e!@|=0^XI&gM@?M2fGS$7T^pCz%fwWg&^s>O&y?0-`@G>J{+EiB|?}8vwpU z(&cIi0v?u^*0G-f4GY^!=n`1T%doY&NrH>up1(PDVqF2EYwu#wGtOGQt=dM6w!(M28juZM)pV*HA9{cA}xUyTq z2EZ_e%5nqs-72J!6h?~s^q-ACeZ9PvGAH!Py&(G1{!evmzf<9Cj@z>b7Pa1{=DQhK z!N1_Cel)o<+ptBG^I$As93#mb-apVGyGy%lk_7^}_HY%@M3dIMr2{lHc=~2a1E=jY4l1N7QE3A$rr z%txo|y-Dq9q3uoe8~ire#<_bfuM=5_W1zZ3i8)X4^?CgT1%*y&1KpMw-1`iKomsjp z;(iuTtlPy^py~Df0k7xgYO5pc>|Oa32}K}1Q^3jb0}{>)nL37HCmJ2Px%Ii_6@S!|kOcfFnD zrZZNff|KE>`)q%bU3hyybL4HW(Nh~-{6NPXri;RP2)gj|OBStvcA_~F>DDu%Q4u<) zbgbW5a%n(FtJ>TnX>x7d3$Y3AisAPg?GW{SRAygl1rmK#b75`llgi;}WiS^o6NW%H zP4hXqNX9^zl7>!^nJ=n;xmidXu9_t-?{f;&6bcTK9IDE}wf%qO{2&!?;mBUZMM+Hw zp0iD5glt)2eBDv8jctB=UIm}E*In5>Ti(6d_|Sc%x9vVxohNHI`o^XYxIF`yZvZ zBiJyH(Lw3sM)57Yhg-4o-d%3SJG&5nux|-}<&Yu$5^qUj_cW7Yy18K0q^3&B z1bl7adHg$QfLR=q^+{rfAy8+*+JJMsd6O&%S~qQUhm`(exfZ(GhnFR_#VSD9DJIJD zy9^`Q%PJPdEG{$&Pe0)ORprL<u7b)Mrb9I7*m)D=_`Vl0XMR9~CnT&_#i`iC`R0>tcB2Hm^R zP!icq{nQUG(g>mooiXRyY$mte5AFr`RaukRdKXT!&n7uBe!c6~Ce7nT3yo(-uJX0J zR;~y6yhFCV2i0A6eZY#EjY?1rE=N(5i1G`x4N@C@N1 zhw6HV6@%U+46PWuliL?gO!l!zrBd!LGrnd4Jfy2ELvJumv=L{}k7wBr&W&-9{H<}o z7UC$l6^K~@uI7rcX{Xu`n?d+_Ql?i&8K|ze3xzaBHWyR{$ z+U?9;!frSl`v_pZ!QP72aXrLuJNWD_DFN0W;7;M#FwAf9m2?TlidmJ6-ogv-$!~DV zU#O(0a`^HtbTW)734zYy+gWS*Cp%dBo{wvhyOfh#@9G)vdZO%b7-QrIxJsZ%zkZ3g zUqPevg_a*cU4XDE;<4d*moR2RuIr!hU5`h%zgXZX5SoEa5RFTl2Y_4>FDSy~u^j+| zDL3lW7_{W0aap;*UGizX4g`s_SGxN4m+zr57 zl|M;>+#}y@B@vtl+pm;|3fdxGE@VG_Pa#;ba*ks39cMnkO9LHTL`EziRq2+T2s@;a zVW4POBR?3}VmJsOJoQu`zj8-3sHA+0QXb_$OJOI%+B2>$yd9mLZ9K8Ln$LmA-{Sh} z5@c!3{Gn)kZUH(C0B5_m-1~9yV$nd4st(M3fRzoBLVx^v3p{Or3IsiHK*DkJzH;1; zf8N+J5qu$3RL>rat37^V20FaHKBYRubOOdtQJ9-Cf-s?S3eXY*+9AuqAR8GOsg@{H zkPqYqKpKE`1mMw2fRcqEaMaGIv_qHZUkeF1SHA&`54vi{WQMI)f9CtsM-S z34S<%ZS$+%xjiAGAJjtB(O8ar+k4Q5I6e@pv^LzHHl<4bvFfC zN8ePp@`|OvSQf=PK^2?F#lZFjIk*xKv-$P1(#8eXk6{F?%KxhcNONgq0P*D4DW^Ep zAHa4=#R3@0u@rt;VX|#53#je8Zl~6yK`L)9dWD0_3m(pSkkHS4 zFgP9@S>=+ur@H3jD2Ua6fMUm8tg8q-90nC?zGoP9R}RyX%|wog_~uW9a29TjJvanN zQ2r}s1SritF;`Yq;-zL7%XJ#Bw}VvIr@)JZWz^%jG+!}?Eq}cm)AcwP&21$B=dkWdnUx3ga z7U|es?D_@DogGDE*{_Nu1Q^S^+NC?K1UT_Zo{E8IcKev*S!>u^B@JGiK+=nlXT!Gj z`yYxZ+|#zy-ijQ>p6AwYc@&yY@bso7@Y_P^a=@11v7P-J0eke-NTzZ3m(?@>d(xZ2 z64j~RB(zW$F8+N>+j#JdRyO6TSGbHIA9L=2yDQKFGr)200nk8!`=Ck`McnRo68sue z<^eRhjAUtAryS^eb)YYz_c=)2=s0&22*-|i98 zU+G;3VYg@hB0#qCPWR12peOX?{rfle=o1$r>H=aFQ&T_fy1w>Jme8GJ_5MKh^3`PPX|U=Ftr!YW_c0B6c+6LHT>P3TLc#F_;jE`p2S2W;x`S=0Y+ z+E@p5e)D`)W8HnD*0I{;j51!H^}_TWYiYb+_fPa$kCo!?vnXna{n)gzGCc=D-(91@ zoT~oBn~MpmsE}pVS}mlW1wRzNx1O#}lY;R+!FP1>y0xC}sStar(a)Td?RiMV;+7%L zv?I^9MZexxY23mar zm#?0?)!{O^9(6AM2IkDP$gYm6jZ|95$DRP*Wyj!cG&>FC^j63B*^i%ZKL38f)?|M?Cg3tEQ9x4MA6y(zYXU{kE6g#H zN0{{_oFMhThY82a9{8K3NCxti=-X%cM&_r##$DKV@)@3H4?4Q>%o3C5=+f<6li^vx zjGUnJF|bL!!$O)*4*#^lY{C5mt^IxHL{U1nV)3|OU`Fjmz)ZIM0Do+h^m=VPctObt zZBMqmbcjd1$slw-ipFeSLk;55Edo}O2Tv%vTcUz*n=u)V`};JF_Apn5;ZqW_$?!XF zEUP^2B${61-&F6UZ|!mC{$*+OS5qZLKPvGVyr;Ykh4;`xs%p6vc5eOPxc9k;avx^G zch%|1CJ9EB2~iDr0>0NAh?gm5N-2Aj6&^SqpL?Cd#U9G}*(QmrV3b+_Ew~Gb^G&$q4&+?SVB)*Z=ol*04$%Mg4GVqfZPs(^>n)0O( z^Skd1xI9@>-{Dv=g~c2Z(3JW`y)?abCVJi_)^amUo5vw5U1$fKA3IXb1o<+d;=RE{ zjZ^h*hQmhMNfeg=OANGMRc>=VD_!L550jJj#>F^mab#1Xx&&ACZSSa3_(;$dk`e3N zAr#?NmawC>h_a$wY<_R;V=Y(4_+=5-+h1&_-0ZCm^8;#f{rU87+lF+dknR>YUE@Ie z@y{49hIz%<+y=At_ON0XbBOpLv60si@&8BDb;m>f$A6n56eZaudn;s|m6=T>J1e=f z;$)l=rLw{y#3{}Q*(*C`osiANkv$ICXa3&z{r!HA$NkYmmp=RRe!iZoq$%{qfJ>d! zPgtwDWfCB^8D{I7Y)i8{jT--|@FPU@+l$uW0o&)6*poWv2B;{~zF~FtT>xwQC&I;w znD&nphx57wOdu?XjnYo(M|CK33)j^ZEK>bysDHPfds5x2zRkVBiHrg3xi|3wJuQPU z$J+MS$IiH5XPw-Qq2U-DkocSLLnNL}t;HE2(MxuT7rN;``Bi>s}f=w}94}(nc8c0K-@1$^JA4OX=Jm5;w@T zVz+bgG)p3^@0~!8a!PJB!AL(jj6=hCe|il_^gu%(kb*1hcTe8cu4sA8!XKH4Pr>9$ z81$TDPJTEKDfUl`>6jiAsi|-C#!OYG6C`f>d8XcW$XGu!EA&)I=w_98oOrjVJhIdi zyjs%~Eo(hb%J7jA3EQ#cP!>$BpRqZYpPt(#VJmLp_=SB=&`1184j9-d`@X^n9_9`i>BIb;%Hk5}y zNs40o{zLb3bt~s_{4{;dP<^sgtxA`?Rv~Uwk`*0enPZl<8|Uu-5D*ZcfwtjBYnZ5~ zG;o-*&eW4V2DOo$gbWk4GS8fzV1)%KL8$~%JrrxZ`f1Ja&-y7(pfyZZE;S7Ol-=4bbe@kj+T{1Mr(NoN(XGYE-t@8fSm?w+&(4ApK(SoEGj1ysP^)6OUArFt zpf5?zP~f^(1IHZ~!G7;!NpbDWdZ+m{6y5!1odZQ~*h^&}Y}ITD9Xxx#J9Vqsq$klX zPt?80x}2}s@pg^%I&6o+`R3^(!6e03PC^IWZ?i?(HP|z(g4X3sWR~}V|2y6!&)H`o zQc}P6>v$iN6i*IaPFL|j)Gp{tt&rn6M)EEy0YAw7n7zS1^$Ld|sAWYA zreqx9*A_TWQK5@S8o#(^Ce-pX61zkxsC8x-kh0?0kge3+()nBKp#T%sF3+a_4snE* ze3K*3ya=dhpZNLtd2FaV8dX~`#B(UPaLLzN`;9yV6Lydc@s~?uaodGCZG`*YBLOt% zu@{Oih#9>Bc%hF?0ki<1$Pl%=Yj2(b7?Ca3lNe#Va&Ro?zXAT%1*|6lB6WtlGSD@v zm==u?edhYb`Jz#7fTu4nD+9%PX-yN6|5T`U+{)|f-T**N)O70#g7qm$fXQl6d~*em zKLU_OFl5ibMg)`F10PU`Q{ucrR@LK@^)!m(tCf}SF}!q9>frwZpmCk&8LNA+*Q_hZ zmL{&|K$y}K586w6lKQ5^1uytfnn*z7CVT7nBv_3S#mL(9QSA=hl)M&7YpbAj?1^$QTl}<^Z#ir+i#1wt~CiH;H8HgzU zE9C+>7wCLkI?bzDk6s7w|MKTVEN;!VgK(`r4=l(CvwXSvQii=#5`Yh{<$+J%BMa$P z7=oKgwmMm^bb4Q7Sirw?UV^b8t9PkwGw03%!ep*%Tqfo<0R1RYk@;*&Xiwz`dPYd;bc9%!Qt z75_y_GftdVfW&NDGHzVw+(H0dO4#pNqQ06)RLLQZeBpFSd=2zKR3P`G&@}($sgV%Z zZor>d+37dLUaud(6r9chI5kk3^r*D=mIw;AG;>G{7$D~N0S|xQviJvL*9tOXiFQg2f$DL z*zg?lp&xQA0@+T8pZOHUDa3nu_c_WI^u|NB!Wm}z6gGRQ_ALQJwPkp|Yk0VMezw_b zkQ;xz3Uu$8o5B3HpwOJyWunvDFeCT?r8sowC$Z0ss4oV#t;$2AN z!CsEtMJL8EMWH)B^u)1oLDUnJ+K3|$zd$6G0Ur&{ z!hPejXCv<~?HwZkX$Wv$4p3Q#*rbdLqJh;w=fBjtpV2JRL1JrMB#o;NOTQEQuK>&T zBpUasj}3U#K#HT`jM8QRLkLKRC+|Wr(2k(1JHRo12ioUJh#-w*NapMiz)f(05|z4( zi!S>gN&J@81(SbP6Tx`*s(0+=$O;Ic)Ba1!BW^noQEe~mC~>2#!QDj6iSYI=AE+@x zJkFqYl$DVIO8?47vkKG_OSk`iT!}Yb4wJttDLB3EJ)eEw5}e_qVR z?&s-_JNKN!>feJyG@oSn_Z5q6SDZsw8Rq${yyoOZa>?4eH!cwgdZI|a60f(V7GZq# zLmB^DOM-qP1xV+>?22RmK0COx3~%_)N&%)Ox87|>C8#CQlMv~}8lkS8dBP6R!IK$$ zlnZw+ZMqh#>9|Td35@^JK=%IvWJMAUg!2d5QM+~j<-Ob`YPjXRX2QnKU}AR7A8&Jg zeH#`JYy-qvqA}YbQE;nP@Um<5yOJ*kz$RevnUj+@vH})a z6~QHA=|fgGC*%g0(Eo}l1%E_?SS{dH`3|z#n=ry`N0y)q07&!0PM%p`{VUf&6vLk! z{wtm~0!s6izf7G!g|E4#yI4@b#?R&A${QPF78VwIJJjGEXEx2jtRS^T0~mDd?QNga z9`12t>%kX51OlMl>np@+X!lFOL#}8Y>HPFc8PikPmFK`JJ%Ur!ZjTXJGDg<(os7L zjJ|N2ELXJA+w;!WmWFIKradoGVDrxYpUpy|qxwCZ9Bslmrp}h?6bl)ZrSF0~T!{z3x;A|x`eyS{4cmnBy-(>{ z%R@CAVJl!Y7+uN@AGzmQr{tUQPw>g~OX2cMx@%L?m&e`U5vJ=@PK;k)B1HPfCY8N5 znDqu+egQ`PuD0OLV^#a2V(14(iGLt!JK3r0dRv0`=&%dZ4Sl1USocNYUf8?>bhFn-TTZ}E#As) zz5e*UCc@a>{>heE&mT|uw;=_NZt-s4q>H#9_1>*ssvKR8PN>BT6CK{v{a*$+!OG|2 zkgQq-Ma)K2`-uV>C`JAKRAp^Tp%9_tGXn8xVfV%KO$Y|Rb+8N)w92x&`zbs00c-L~ z!ck&Hu?bhaqezlBj~Nc0V|Iq1+^^IXnfC?@fe5F2Jl1cy`!5kF;-lwIR9#l0cpmZl zUGB8P^*FaXuA`)$8Wu;J6~_C^4)EtrMP{E)?qB=j*-$w0?A6;_evk4R@R2?#|5R2( zu5BZk+(xAhrOJsbDdR74US3#5hgz+g09pIm(9teZwYA_8n0c4VuVyKdcv`<+6@Ky^ zcv9ZR1?@CFRtjg8zcm5jJ_|UNtYVNZhiOyksn!!?CvnC;#X9RS&1PF_`1{zCo>&+! zk@CTvrF?l1G3OQu@x?{!FR}~la5%97+M04*8wJWaQCP9ARoWYid*!0F(H|3~zQf0{nytrDp=i+cqFFRQGxD^u^nLQ4 zXTE*LxcTIRkry^sgRbZ|5!RhJ0ger8v;+OD!q}fReMN2kOm{*A8!Xi_2jVm@9YUPa zbdy`Id76(yzB^UuDx;x`k`m}b%S)q^e>`p-%N5nBqLeg`c?4L#THk(K|M%y9ADdp^c&$`D$;NmOX#>=R2a(_dME&z;y>pN3($j?%n|ItY zwmhjv?ZId4jg30Hv(ue6UkKfM0v4g1q|nYsaaJN#n3-u+;& zfxi?g9tR_WswW?2*{H zSfw(UxyI?qEU0HY!;pU3*aSR{YJ=s`X({_#X zw8kI?8}n@O)<&KxkQEvZhC^7%x^)0&s5PwCyIa&O{(eouKI@kuk5m)FcfBT$=1NK0 z^|SHwWBX${?_wd-4xW1#3LfXf#+>&i7IZV7uUr#|^H;Q89gKp~?(y+Etk=@A(mI{; zJQY8&IulEZ9u0^o>wLyl(LD7X#Fph=HtMS3=_hZ7AJ%M^SB@Jfi#=ZIW{OZ{UplCo zlo7V5MAU&%lmYq+WuWC*o!_r3HNVdUX%Bt8-kqj7MKgi+AoX^K%-}|N^40XJ^y=eLB152 z-lN|4sebCVuj%YF{y7Vm{`8QBYDhpR#7IP^7ZGNRR3^#HBXm{^TqcfQoS!uh)>V)M=l)LM>5pn*>d3}@013jj_RfcWbx$@uFZ~ z%#ZZF*C0lvIbD%G-7^r`{kn6<^Ka6r$16mVj3$>i&w?8A#_6*^a@wJ219c0rW!g%Q z)ccd^e-eLYB?HvfiE6IYIsJU+0bc@>?!R7ba|+Ju2u6=&7xy>|y%dhz6OQ7>yUA3J+Hn}PjYJIn`3V3DwhI1DCp z)VEY9RG7pRXJ?jkS}MviA> z|IeT))=Ke)+zUwmUi`ZW7_B(qFol*GBvJs%D+rw%eM>8jdB2;x(seCo2+%nI`cN~3 z2mig1xYW_1Ig9!J5aj<6L;rzavK-`ewb>i3OpgF&&LBUjTGDs@4j{-uqY_ZBf{t=a z<%M|A_(GfqG&WivnP+4=$=$I7EI1Y*hBTB^S|%mnEP*}tSK_MB9taSILZLH2xj2EB z_l9~f2`jXKh;QJB1ppVAP~)zr6Qi@&v9%1q;oA# zEjkN^2z5uRMU@vAu&cx-RB`cJz{;xNPY=d{4_1Lk;3H^x1LyFkR{8 zcOi8IQf;uyoi~{t%m|75Q!*%#5>{Iwk*0!2|7LF7VA6z&C^= z+tdYLv3WLLwgXmmV8DH=XJKtA$o6CLLdnim{WFkjIp3W`jIw`23=XgaO_GA?zg$wP zyjxxE!Ni7`3ct~GVB5Hh7JoJB;s$iXYT$*hSUnlS> zL?M$N)D4Qy5_9n@$Jw@TAFUAiZ;Q}9ix+cjI2trFRfH;E#uS|+QNoWq`GuPyCi?;B zZk7x$OY4skppqsA_y3no`0xm*9~>v-B(gwoV$eoCH4u1*Mwu5SPo(z8Bc&{4L9hVW zZn5B#Ij;W6>)W4nKq`3)kPd8t`G5f3{{L$MS|F8I@AcK$HxsP~U@H!(!W5_bzhoxO z>{r2FtL40}l1beH9%|s+wgji}7^&p)#)RN}AHB`LS84{{*jXV*ZXf0SES)jNYUbZ!~&DdJ7WJ z;r$OLq!QAg^#({$z(-&*@HnAVj2kuI9safWs}6`E0xp9q#Ei!_?v~pZXlj`xU`@dU z9~paTnPaMzOu&}U4x%4`hz2^4;aGcUZmF#GO1NLg`I@!QnKHI&yUWI)6ah^mlaUo54` zdNnP$cIU2zn0%%|TWYXT%VYPC%AuU#)z0C{j*<~cvhe9gDT82wJrg@uF5pHWworme z)bO(r+pCSHy&4$no~7HkJ5xvLrAjVQc%z3eyOP7!^EYdoVwI7sc>x2{w?9FuANaa~8-Rc1KBFjZ{*DD3aQq0t~<0p!btD}92K<&^*}KhabTpEy=* z#gd1eWZ6u#RD{I63y!bHPz6^wkUhiFVprW=TX6jyZ303NT$@gKG_N3p>E<3w#q*xQ z4by_JIx|9o*j&G}-dJ((zmjgxn(cpKk4c6`2kyH9|Dku%w!zR!@EuRvZ0i@a>BtfW ztOuc`32|c_|Nb0%9K0o0c;M!U)lQr*Jri~3#}ACuT2}d){K=~MrR|uEybu(>Qpvyb zQOc6&15RxrrtCqUq?UIs8)YT+3_@`Eoo>qpDU!l+Uazj?Fj~WsPCq&ab%rCV_Bz5} zOqQ)1<9``kbh`KHswTSks^!;#q>8|MSv~NIOJB=V#_@C<3YWkt=K<4~p1Z)JWCDaC zAhwFHNN-6uEmAoyx|Zx=p{H!y*+9p<49g%V8q&k}F$r+c^|!HS(9d1g38@x>>Yaw< zlQGEKGpYRXa}*W^zDvnqW-{Kld1amxOU;p}dH&?RGQO9S0zV_*oP%WjQGY~reWLpu zA<;JJcq9QwcBkr)`&p*k*M=&PZs%gC56WSm9P?jsXbs(I!L{^ix}B>`?_1iuMp2-* zOD{A8`%aF}T@@^PFnQs({KpUEi`Q9Q$8n6%48&ETcbY-flGyaT1qRmmh|EI`JlobWygg^NJ6v;DHD^q+KAV_JjXX-E-7W4 zB|Ak%Dgg?D?ZzF*Oeetm`m~b9aI`@w=y9xqE63} zs`s5yKn1ehrK(hHuud&`U|lZkdy*Tu-t9p>yDulhU@d)5WJviyBO&b#_U&dd)3l{J z3XR&1l4t1Vi~A+Z>Jreelpy*3{5cu$(q3cdYScHbG2RbK*AAM!N^@`ecv5i3vXJ~} zs|tJX5?Fzd98z~H)lm1?QPHDo=;q&wy-_WWLiQ3RQVl@gcXm zKAn8N9Fbx~rOS#-X3|2506n*_+@Fc~orgcUbZRaKc_olSt@-X9=<+$WHgM2Wt>1!i z>ukFk<;Lo;dEXO0Xoz#nzWsRVLcY@Y;q|*+J*^whw9C)%{$Q*)1K%$sHlV=pl=Bs>L|dUI|cKLyj-h+uJ#vtHC&^=^sNG zsDBH6T8?OBa@uf&@FP)mG2SW*0g z#Y}?X?z4*zOq*41Xh%+>2r6H5A{U^9rb2z+yluq8%j&l1Tz?3X{lGw z|NQ9Sc(0Ue$mWOc;9NDaq`OD+`|T)Wo=8rS&s?|XhM(6^&jmt^zl1LG#}~!gH?L15 zdyhsKjy6}ptn4AwZ4W){1NhrC-xOCql6fkFhmOaE8BWMZvstFS>KfIY^y}YTZ%G~` z{j4N(f649KQ0dBNW$pz}lhw=Dt-itobAG^gPkMc$*_A(um_I&18lEX+E0(cRjiPMg zkqw4f?Rl=UBKtUZ(lrmp0Qv_IlJ0Z6j_k46m)rwZtyHS#9%Ajo_%f;L&F51O5bTr@ zd0N|ntCervR0OB~xw1wTt~q403u5kwqBuCH&=vdNAGWxYViw$QExT)pMyNVW*7Uxk zd7124G275w+}j)9uPIB$Rn=+C>@xA>VIQls?M-x^q;(k1Momu0cu6ZD^#8*aV> zm90ZgHwY~@haYVwntr4>vuZ4G@m_i|mU@~=tI(93tNy|e66=t)aO?a;)md3YZP&k` zKse%k3!uaFhoC4AswjdYbDPhCA9~%^7S$qtZo`RtjySlK!Pz~=6*1n$&$}m;eRu&h;(YD(ixL_J%MUJd8{if=jIr~rZqwI zTW5!#opH!A`8EzaABqWuqdO}kV%<=bUF|*-%p)rT4(WQSnF+@EZmH3JvKvRHUzEK# zeq8ISTkudOgKg@%?Am<^R%Ztz z-{s3tR^~M$Mt6E-pQgR!#)`%7Nf^i_cE4unT5V00Ify)%C}$Xb%a|tK<*y0-E@3V6 zZ1r2so8-LCzDMkxZ|25_FQ6oU37~sb?cwzulqk{28r2>p{m$nVUg@j)baI%VyPBEw z<$j6Vxq3-IS}+C)r?Jt&knL|D&oi|P{i7ZXC5tXpph}S;Iw&`q@?e7SCy(*K3S;7_ z5w)tJD;8LL`(UN>C&+9%E4mb6auJj`0S>E9@((cl8RR>%Yo+hEhblj#P0}I5>YY0_FdpKO?+)ohn83qd_$6l!r z5d&qUgrM6pfcFA8nbaxp*;>(>Wu^iD`G}OO9e}l93&;S((L?B@Q7(O@sv25RDO}*7 zZq3vpae1KG@SAte>uAbjY@Io&HfRxnjC6PdKpO}!<^7G-pS+X}g4@PenCEvCo+a|C zf^bQoG5!AiWx3sIm~abd@BwPe5f;CWR9DDYh`0k|Q+b3!&=^XpesaZliAu*%kV9@i zP-(6qdIM#??emG8?VE8&}y|q3VW0LxFrs9tX0Rk9q8c;a^;<01C9!}Cw zHGq@^W9HbYjaLJ(aJ>J@CZUvO@l|tgUye!0dAAgw&XW^L#B2NkY~7ux3kIy8(^$N^ z%-YXke+uMa8%x9;G&2ZWyK!<(J9ZJ}=6O*RNwY zavhg4`Z91zAl;1!*m>^P6!UC~JTjNp61;5yAvh7W6~rbwaD+jy#`V{H+5I>+ia^;< z#J&b%H@NpqE9re>3ZC6Ann|kezL@a2IuXr^Ug{SICntIKYYNkv-W%( zlw^Y{iFRUW8NkX_SeU5=+-4DsLWsPl{(Bc{UEg^PaQ=!)n{Tvi3%9(yqc15f?YKJW zk1GSfv4xP)(w5r1dmBKz9IfFw<0Re-w*TH)%z*ko&=lUdawrkz*UdEWtuE-m1MuVk z!3&_Z1_iLjOcbQ_>~dikv4&pXE9_oHrm75WqiT7o8jk=YOfv zVrG-l>EKPs@~!}zaI%6r6BKLQQj=B(rly_LSRx}GeAv#_kq_AuoU26-XOj8p-( zWS~*@1`>-o(~emyn$tC+Kwu`;GdRc1E*O6i27|+|fvQClJBZCeF%`D684vUPud3W} zji}r&TJR)&Kj9004Tvi&2iDd4`g?QAh!8az4yHfeog6Q4$J0^ZXOW+#jR%|?YR-vG z0^qJ=_1#9_jn(th3cLDL;V-yjrW*W-wex;L!9gnr_!&iP`7lxRTK0@m8n zF?D7QG)K6^u*a)5T}G#z5(vk-ulykx!Mp=u_URphG!-x#n}clvym@&BLHL-N`O_^w z^EL3K<6^RYmP1JR-rdYsj9MV(=RQbq)DfU;VzK^=Yv0PT%*89o@L z(A~EIO`sIvoPw_QDgiOKO2PFC3ME*9YUkN%qRdjnQCC=J3coVTWnk_Gb&$kb1<(e3 zSKi8n1;mtq@VoOUJhm3h&R8uc-L8Re5os?wB?pI`1}%iQPABvDa-qnUw30n88v z%}@$$$JX2I*W$XQTdIb5e{(b#tDk-ud8X-)?2)g6)K&fJE9$>yPP=zcoR;Tg^WV6% z3)3+XYes|Cqk5y(nkf4iw36p`|zIv0E zxf378N1DR2MUC3`)LkK&Xf~v2iqz~8F{R?VDg1``OCQ9%;l zt)IJEIt^1B8G=`CuFc1gTlLj!Xcvw-HLQ{j_^D=A!NR`DJcF{12hP#jhlN<>h>}?5 z;3H(-j~Sw%s#ptVth*pv z5q4Um(3GR8JN3ySaF_)#|V@HN)g01kS2V&6mF7SPw7!R{pGgZxRKA=0DgTV{Yq+TS2=K zn2Q-tbME+lK3NxHdw;6w+I8pER(#%g-)N1X-Q(761Ckxc(+J`F1Ot})g~d7TRoev7 zmwpfKjbCDHVY_YOBA!oXX>@@uPg?l4UB3ty+sxDkr=X3mYtqJij!|0 z@_kDfe+I!p@w|-ltob#s+Y(9;tU-G+C+;@j-f7gE9N&rNxOMck*o>_+){%W5QOlr~ zQsNpGFJV4XJW5xEdOm_?mYsU0HRrn3&<)in+4g^9y^5rSsS3glss!yIFiR$df##=7;D37>LQGEsp)*V zeY*%Ma+~&YkM$6h0@A4@kVP;|4v zz46+zox$>VgZOW~X_PpS|BG*{`P7KJK^eUNINPj+fh|9T^wduU*E&vmy-AS}oZX@a z=ZL$4-h~&d5cmKoD(#8rd?H@I_fy&1@F5iYXh z&4JD~ehpJ51Z>&Y9o01P_@XwkC}bc)&R>`HF7!v(f{*Aen%!mA9gT)r+TG^335jt6 zc|~0ICOU}Q>Y6T9NkecG*5}_;|Ju4gr2tziLcFDR5Bh%hyF`$zIt>TSza|>gsXi@S zX&$%7dRKSF*k-cMBrsNfKv_XnC~^QsgVQQsOIwLg=kBuIp!Tirnb$e*Yvj{;NvyPU z8Qw~(y4~~gtmiJ1)3Kl66uEK03ocB1I7`UpGvVCcX{|EB%00K-MvV{l%Z#kq#tBb- z+s(|H2l=nsO+*f0Q_4l$zL47;-|o|Kx$8Ic8mnXoh24DNwj3%)6IeJhU;;|p)++H5`M?`rgo`iDa7s}?qexlrAy z&Ee~Tc7g4!fhi{bH(6gW-<6S}gA4YnVqDhn67$Yn6ca&A&Au=t(IL0Q)YI&FwtqKm z#MK0q0(%T%O(sKF8424W=;>#P9CD}gS)jQMOY&UML zpjJJ9kfVmA?kRR}h=ExB^{ep|+?LMyvHw7X-$u*0N`&zM z-5vO(p6a*GDBJsPRY9estWra^)eE!LH5^yL>iFcYK8Bh_+jf5!+d32C@>pOjQD3up zn?G4KqSft(%to?Av4hZvGUbQ7z;1@j8z2qs2Q)HY!{QO2)SDfOBP}F9D^E%blf;{| zvdiQrK94*H?^wls?}xWaYg>+8w94D}ui{~8#=YL7cAnq4@j5V#OTk9$U5J&=88p+h zNBQaPNctyo(kdL(0)B1?~C_^X+h8X z)}nOWl^CB8h9!13l6I=bUvlh@ho(B%wFmK+8|(Tp-UNYDOq#5UH5Tccc*c1ZS0}~$;V;E3e}pO)KUg6!tsmE z0!+pj44a1tzZUT}7=oFJF-UjG8CM->d4;AuwnbNjb+CLm&RU9C5E8=4t&()f>sX8T z`49#jqr#>BJT>Cq4&N`^lNWo$ppl6+PO4?HvcL@L4V_t zgkcNoK1Qw`$7)ZLl4BOCrsPCwek+sp`kEiHa|;(4)(~*({mm66R4Kp3TrD5h=xe9Jo;MiV6D(a% zs6|S1_HqS6=e~zDi*o%_=p;ck= z@BVXTQRW5zTlcDhGbe5-L!!igY;#AS^Xc&Q^6xmMzP*Ia1@*^&Zn?nIZR~1fwyZeKy3n16zChKmc88VvxOL*DriUW#~JKwiwuBel#Z->kx|qPj-~gE4}~tzH3$lfn~EG=^PuA2AV&HsX>qU}ze2%sg1K)oH%!+{(@`|IJzz!FKetAhNl!EZWMLpr?a1ou)}T6Q0_L=u(#K(OvI+M8@R2}%JE z|HX&K5N8dV{D=enTNxF%T6=PbNPT~TF!YnL(9_gfp6hoZuASVegz}wl31EF%w>$Vi z|2@^RF<#)E-rR-VF%%;iFx!U(Pz{KSqh^Wc34lu()I=HGP1iBMuT`TFVDdohksAw1_wnjHF1>I`Fs%RA1em7V5m$&?nxT| zTi~k)1B#P%S7qtUWSv)0(BH1VAy5U;n{?_Qy}n-<2X=}Y7L!Q z$9U4N)oFel7%hN-A@sZRxdzb`19T@5CV?u{0?G{B`lkPfqJQ37`she@gQueDcQnvs z9N;JU?l=-L-`798mmY!Clim5XJtU2OfDk?uK z@FETbBK%%kX|JW?5f8Gf&%3aCd~%{lJedRP410ce_|YGc2neIAg5*;r`gbN1q^ZOz z2jah$+vnoe{cf~5?)UE}%N*#LBu*z+n8%(~pDa*KJ_92bu#>&eY0Y-Lj*J9>>UHwe zitl!6T&C3RJ_UL7ZW~+1B`o20*u5*ADsf8Ziq2AEKE=X*PCysD+qlO|L&lWt?ZT^% z$sfY6*rpV&XYGZ>s)FJia94g)Rq(#&5%)z1t;HRoBL1q3ZAwQ)SLsPFx6T`Ajr*Ye z(z^hvKijnq9HY!QMG9!)&(?!JxZ)6M%k-LH!nfbnmtUmbbR&|{rJLzg-*SnjtLMp@W*U3`g$9wT z0DFmv;;ZoHaZ58Hh0`%-^`h_^73C6Si09{CtpWO%D&iXCN3elcj7MJP^lE%>ZS_sy zxTS6&%QvmQ zxr|NlE?iw6ll|T?8D&FH#iW{zW4Z3fil5--slqqx{?Y7#ro|v^EYG&bwm~Kn|I=E+ zOp9J^KnaJyr7u|By;2?5qn!JKN+hnwu#6K|HbFn`4+l2QL3x*~3=3}Q{Iw;kK2ec}X?gH*_bQ@-^xu0tbDO0pDM zKyt1+Q!qaMwVo#Eb?0i zst_*IGfzl~zWmmIWIqW`dUE$b!QBq{Yu&y00f~YSyxW(W@D#E_A8Qt0u8KaK)OB0&7i;`N82$wv~D$P-QAv#1Mr99Ih`|c)~pKGTz z3Fi#In10|mJx)qev0pa<4Xk}xm5_yT~5O;2%;SY}I{dU{*aQ>TBl7VYkH`k44K4&ckCRyBB z#Ek4@@|>GlyG@!cKP?w62S8M`UVwrYH)z%nfR-5o(-zji!vqClrE zePijComj)ay=2dEpTn#bwL<8ReDk8Te&;>0`=cMWDmk{mx|+)^z3F{1awFL5&Ty2C zmWJPo@Z94Zvzn6_6m{~gHLzYFUuNjivgrV168P}`79XIMJPcydXt|1TZO28w98=A< z7R25eQRt}$`zTX3jgx9#|j zSkNa+4~@=Y$E^3ohTdQ+goQ>g?{B%yv-{2X!{^#An>O%RUTD8#TjU@*MCKbvcN01h zTlA-0{=uSYp~wq%-cS*i_mo*Dsh(S7Nq0tW=?$AUg#R0PRYdo7ZH&pnmNb+#d3Cc4 z>$mJ)oKK0;Kb$9Xa!*H$&FdttOOyvsRwdtzT(+~76@YUr4DGB?tl9Jw&)tlq54H&? zLwT+}VAXYQ^W(JR(0dTruBIUTJ=KtHdNZ&uQ0>%2_xOrcX-`kzM6IgJY+l-zTSk%z z1NLrJP#XNX+n+mT7VXBb`&nZms`Y3GRwQYhb9yi5c`rC$&v%pM6Lx!)JA6xHm>gY^ z`Y@`yvo3pMGT^W4s21z6Kg98U5FaT|#cc}+RlUn(_gZdg?{HeO8b|r2>y75tKeDTv zIR$hl){CilOR3{~&B2Qi^&=_-=7~6R0}S zEfF%0lPK7*4m%HmrUl@csp@ByMKQw+$AM$jGQ*o3Qk~b^R8#l{jO+3 zLL(AWd1l0|Y~uog56IR~wiA0rZTz7Y-v}p{$M)7P?C?6*^w_@-u9$=2YA+YclU-$c zJC(gv$%wHNT0DnnnZL$-y7Zm9&&fpK*@tbE)=vqa?xmlc-6A~-2`1u~Dl*}=p?suN zmQb^oDw}2Mr+&$XZ=ifpdQS+@_18%OqK``rUUI8kUsYP*uhz>6JGwx}mkQoZ`Ip!t zjryS(UL{u4yI)m}nOUuFFt6s9bPikDb%F=6M}}X2(9kf#JOVZcX_<)#aJA5tPaz3V-r#)w9GQpdh147M;=}ZSQFJ0M}&v-(F~?=Y2q-v??d=Xx`|Q z{4AiB$lM}Qj3gEaZRkW?rkE(76L!AtItG>5v5QR>cn8>LBEwZ_^mgQ0F4qxcPs0bb;zTOMl zyQYy)NSoN-pr7bu#dtA+GC6pfH`)98qqtIkL?`P{`HxntOPr%XHcq2n%K)wwQWo!h^OA;Vy`L*j(>!=BiZ1^c+$poLQ3q- z%Lo=42{mcB6yZd2NUXaGJsk_Z+d>&WP5LYm;NHVOOOU9|;3b7|z^@{GHdiT@`vedJ z015*|0=O4qJSVl8-9t2f$`kGDc+XIU^F0-s@@>Cv;0qwKg;_uvPd-2|2BaDdHkIP1 z0-ti03TQJWjQ$u~iGmRb5pEgWTVSU79ojk|H>lt>LjqqPci8Wyrdsm_j)ISYtA%o# zjXS^&aC}2wj6>ir2=xPfY6@PPO$SeaCs{Q+HC5tQh3^=#U3LuQYQLD?$s!V_8T4+J z?LNdL=-}<{yyxxmj`hI@U+;o}5SS#iS-NJvf?;d+Mkph2H^E!|v%o5C$0LI=rJ?)G z8gjsw>^*AfI?LMsg6g{w%E8oJlU~>8wfDy+GmJg<=bu09;Ns){G1Ks6Vg+5uIm^Y{ z1lAFt5)4GKQvk79{Dqqsns&zHgUwDro_n`ZvT(n-4>Uzx#gN|K0b0x4*6{k8*s@=e$49*Xy}{V-*QG z?Dw=}&WnhMkmNA7-h|;W5UknLepCXDF*l5ec4Lvm)fmF91g&ZB;Md;U+dI5+*#-m$ zgv&`7w^87~=EU&^G!i5LOL;kufa`|=nIxR7FOsMO-Z;VnVg^w%jJ?Ab7B{7L@A#0FCxQol+u#P<`j;UFd|Gu>pi5-A?c0lv1o_m4>lcNAh) zu4W_pz1YRpqaY#L1a`!ue7Ai|#=*A|p&_fg81&c7w@rv;5Rex+YP0VF8N2}+=!Yr4pDxzA4Zl=o4++9^2 zC_UmSEL|BUTaFtZ>v=XCiT*0B>oq8;huky9I&-FQWIfxHH`N;bT`k{FQiei#SdAJ# zx7dqgpVf|;EE*C1wwxWc`Uf;;nwou%k$yKsj9NDuW{YR#_ehRCvfn>a`;e=zth9LN zNs(0#|8r{R@R`pJO!zJ35c<(?uTjpD?GA`aou)wbJQTMC$HJa@3cftAo5TsBc)iK|m*QFs#j}2VSn0;sEH?m?JnVyhD`QD(4 zHGWbGy-cCNyNaN4zTq&`k?i54Hwv*DW62}Zwh3L*>!rHrfYD(FbMxd>1}5%Qen$Jy z`meKQFEtYW^iWbquy-hW6m=~3+XIe#WxF;L;9fjnB}24YoumHdanIUSVj~{=xP}be z>j}-V?G(YavU@07ctc;)ul8|rD7Lh(c`AK~a(MYuU+{*GDun>%+snAxeA4k^p%tBs z`$Ho)eac8?b#i#_R18oJY<)`|3CWUakIFtaPuWh%MvvZ(SlAK#so(HYVrhd$4Vn80 zN%8ISa(J)OwNe#0rdO}!dvldc1>w#&nTP&zF(0#V-<3`4Na7w%IJ|W2_WmuSAY;MA zQ|Mrj1~7}6uVXKEQh0K?eBhUM~LK-EfnGrTHzhf?k|y*=h3rty~C%|V?#%!qzf>#RNLPKa&$*I z-+#zgJ>S5not-$)_VRMln>Sp{*5|&=VvKQTr9?bPFSh+zXXmN7S4@(v^GFZyvKV! zO@^UAf1Ke`V{|Lxh zvCQ;qRmATd7!;K3r(S(y_bKDinQtstLxx?`+?CsLZV|%Nhicmuq}&qo+>?jDl* z6KYibjH^&%qgQyK2=4TT2_obg)`rb?Ms>UAu&RA|gQ8&S-AE5#%}|TW$7K&)nAlDI z1WFBH@5C2nd*sdo#LU4M+}>-_guu>}DV z|Myp7ILvPU>zk+lFTP2Cl45@TJPWDEvY-b-41137_yR~m2C{0@xV5AE!njyxCC!iA z(F%JO0(c=r$r5cnwEy$Rp#VeJDnl0PsrsW8$J?r~(DfG@4AOBrsJsMESVEb_Ifzn1 z64jZoR@QHRvjSeE&|_lx89bcjc|G6UtknEf->C@X3!xp=WDU&-1)EFTQdxr@a|eI2 z9Lfy|tLd&6Rj=5>?bSXRRQ-xjTTd9SZE3rghYx2>H3pP8He4U*y%+0!(}ievjkv6q z?muBjXF!9cn6NaUv-0uETWwVW(0h3>jti9-qG)pJFjxwCOK5EYH0c4)u#kc~I=_B! zuo3|iMQHp;wD-5AK+2GmIq+c#y)73f=EUAu-R1oai}zu8T3Xu~jSrvW!cLn0`RM4$ z=eqjiblM506eIYN2##bp9|M+-j%JiKDH+xU2g{=zIsNX!q0c96} zkVwv`>fyT-xW$SWE&O@!xH5%KFg%;4LbWuNrXHb^ypQ(?Y?J!!#OzTEX@OP`;O>67 z44dpOD9gSf{49fqEjA#P9I0^=>_#4-02mH9na7*#0ED9v#7tBD{>)h4i&tc8E&i7J z;k`E?p7oTST8fi(x)UF`E<)6hbF}aG`O=8I1<@0?hZy-bC7w5zlAwz96uXQ3|yIVj-O7xwY>fOH6;P8M>W-rFI7YnH6<4ywv{NR|v1^mRjcjTWbS=jarTZ=}0a~je8;rgASD%{xeVY(RC?Kz3|a+VolURb6^Dg*+MBrQVVK@>CK-FE;@5! zS4nr3%C3>rOlQ4|i|wLh`3*z+WfHCu&9o1b#GZ2ZBe=6?o=~{@7_H?+`p_cr2be`N zc^|l~r9!F8cBu&;JD5)=94ZCluBr8OH+(dzm!s<4d6mu{GVc;aH}!{6CBl5X!roI# zL#Ev7;T@(xYo%8eO}<2o)CEj;N@}A%Q0djhFetuf?qgKoK({)ZY-9-nBJLPY@(ma7W-hk&!y&Y>Oe?TRnRTVIay;wAop5BZd*bd3Mn-`WJs|!(fmo&D8iRCEF3K}(eC&Kx#Ebgvy_=C4aBv(S| zU8LBE(A-^D?#1}~+Wp6DARqaGxJ$g7pGVg5;RcOMLiXJVRLfVapxgy%A-STJrkowy zYE0h6ZC_#~2Hho{=e(sm47s=h4hfjw0%74W9@9YE8y<)#wc@uT!3fTL(^ZPGP@ZPJT#q1m`4JpHA-#;IS{sUY7 z);@~Dbj=dlj#U=&AvTxh0=p$chE7KR=P{*yPayP7VmYaL1SJ-7GW!CR*nT^?Y_pa5 zb%_sBWvl=C(B%&NfQB3n0bIJ$qHjLQVmptE7c_X*y0uhqV!z@Hln%z620audSBGjd z9z|*o?)C-8PCt*B@uOj2%cVbVr0%7y8(55Mi3uTDdqIX&SXi9RAnMR_;B{#wX}fq! zOuL@kPhP%s6y*7!ZCJExG~OdEK^HBD$VaV_)r3%!kho@n`5>t9tg`+N{?qI-j?7;Q z@!C9dZD2sOYe+#YzUyjq2wsG99!0<1n8PPGWMMJYwCrh1Y#`?_|F&mi0*nP)4Wp=w z?z%WncX;DFPy&=&x{_wSUvBNF2bI`x;y>FABXe1j`qC$%(A=>O2$gkHEy2p)(T@81 zu11dfImjqorEJ|LtJew(Ruc8w>na(sFP;+xlJLP&2eyJeW)4LzD!ekB_a2G^p-Dwz zPrj8D{frB{D#0r2#R`>kp8KD>pE8vBe>AF0aJv%MYFap-yi&5QqdGC2UJw&q`e-Yv z5++3!RGN60{deu0Yh<_ zY%K4Hlup16$99I^eM^cn?oUJlh%YQRK47GNgm38Z6X9HDDn;S(r}iZawwAW57p3WW zU3hrS$XUirYbL~&kFZ;A&wTSmy1Q=->@402cah$$)E!k%qZ_L@Iux!Uiy7}vD_VWh zT;Wyq_;SD>n|yI2Gs$qFr*W|uwgcx^#Mh7N=*M=*<)>CiwZkOi0KmdCBaN_1^($qM zOQ9e2p+U41NT1qA3RJ!q_Mp3>v5m$scFyDR{E$}e$LS&1lp}~@1opfWVWSceXJF1T zXo2)kj(xM;H1W^<`>0F!H2)@Iwt=FM83}p?iYn(n3JXMS^DkG-{b)E@P*O9OvO1N* zB*`?D9Xt5K*vy4FiGQ%sekKp@d8i5(EfELz;8uBlA?C>b;mGUpj^cpcrdaybMvAtr z=9nuiXpVZDQw~NY{%mQ7k^z}z0kgX8IF-un+?Cf4|4R$-=Gue$>}0kFI&{kO4MRbSPoi26c3}NmA>H zMuk=Pzh>Bs^z!ssOC^WC59;wgWpMn`(ZKLaeQ1T*!}+pk(eI_tD?(zwk+zX1;LS}{ z-R4IshTnW^bWHzmbPjh_#Q!rs|38pD^9j=AEai@=*1b9#r~ecf5LzB)0LkLyjI2Y> zm>K@?dN=NInhREZKqVG|e}(91{MCc;=T+%RRW2+ij0#hbW7q;^eow&^(8Id>PawL% z6PJFiacaDJlojDheF9Z_fgWphjB*u4QHfP|&8-Vu*^GOJhBpiEMFgL3j{)oliLg>mumH^-f;SBbYC z#>(zC(S>vG-{}`}=GZ8m1jP>cX$VP(u)_C?+F!@YSIXByVgx~TR3Sjqj2A+1i2rzY z+YDW2y2o4Hd5JPyI*Hf2&b`jJr{QUe=j&Rw2e=qd< zJ|eAcI?t!bTW974ISrv~2ndH1kNYSL+-}Qra$k6*#S|PEdO}VkJe^rv;dkVnc;qx;9#y?&leZG^B;yAAtPrlcSjAUjU;B>BjmY|0W|({DQgS-OP^ zJJ=2~n!e=98Z`P4vp7gq94T94w2SI0uYivIDmhOm<(}0>o-{Mu6ED z8&Y`eVc7#ZAIPL^eV}Jjo_!u~C%tfYMX81H$$e_V_Vag;_im8HW~Yb-5fiEJqR{@Y zm4mLYkQ@>~i0pvzY^{;FA5EA(2n`s!`@;<|W91}{(bT?;)Iu_YF{SzV=m3VS_k`KN zrzRiPqMsHr-aZ2@P2y4E=-m*1f;tDXQ-s*j3xqsbqEX&2aP&x}#u`6A?FE@2jN_G# z;vrTBdvM%5gUFpJLPO+#CdILpicR$A#)o;R9yC|U?R55ddw);f0e z=O!Ku0WydD6NbOWHjpfl`XUEk%f~DuiC#kftRKN!MlkIJIrlk$p|yixru*y3g0_%% zGP_cta&sM{I>cr9`awu`_g@Us;HuNUj&Lu}KMVZBl~`jx!lj;1@et_0@AhLf-t9g2 z>H6)Dj?;v$MrZ;puHVA!-B+E?%Srhh+i++_7>?#R6^2f7Px}#piR+(Ze9tj8;lo8I zH}A{ygP@F0*9$}LUvv00O-}gWh*tl2TAt*4t)px6>PS2gx1wf8H2(Bx&Y!zbg1TH# zvtC~4X|H%}0r$chdbno26(Vv8A0A};D_tp9)d*6HT&<@MRq5`(qr#rcxb_*8RsJu! zC36asnOv$-i4aOV+;Hsj!|Py$;JXVkb>vp!tK#)-;kt9euqjRJsol&h?%Mnf^E;p}2$FK^{rq7~KG){a+$G9WnRapydsKdMFq_(4qad$_H9fd5No5L3UJOS18ndF_ZrfhzH`N zggNHD9Rp}USw{xIq{Yrte3m(IKkWv4N;Efmi+X+hjqVxPRJ>anKf&Aldas+xIRQ8- zrATveTv;W8d!)iXQSw2YNKj`ERZS?K;TPw6k8@wQKD()G+q=e}KQrQ|b+0F?Y>=rB z^0~fd{?RvQGU97rzd2Xq$aF0X_&-#%)zbEsg<~do#^6A>rx(SGSQN-j)wLFpbjqi@ z%5p0|hqH~Aq-M{S2g9riZ8ZzVEv;!ktGmlA!ZcEU42hRHBR%KVs=X8 zoyzl3i%J${5s8;Zo@g7`rbXVbvi(;%;Ys8DdX@GWrAF6?ig%vGZBPH_SY6-l0q zASsdP)=b{IwTjxxtVJBxj(a)0Mjl(9o2dpByrn(R$uJ*`+Sa5+C~ zX&_DxrGLb)=8!ueXT7Ovix7yU+7{B-&a3n3-u&boxku%PlKY@;7SLPz_AqsJ28RUS zZO*{WdS0`W%sZ+wiNLM)*`)NESbKwa0LsrjSIi9#ghF=9U;1Cd(mwS;k?OzRUYy=z zJ>@UJ$&zeZh;eX6%_nhJ4{Ir}2_IT4``Y&X9&3`LU+7CxX>^d2SOVy6o8Wj~jaP<- zcHzBf46nvL$L4Q7sWkEQ2F=~h$}}tjL&W}RB|1p#zA_H4BMUotb>40C9494UA)+V> ziosycUN(xQ+_jW#zYU9LoCH&*h*t&WQiRFL;kcgWScqqXy&2e_f?>yDT}|{c5$Qox z;*)}Iey*};_Ols>-zeT(QY)NrU>VQsD&Aa-q>61DMR(G^q8lRF>{vDk%e+dxJ#|{y zcHn-Px_Dw&e{I3JeUb6{W+8m(!KEiTu51Gh+HOjxT~fS)y*EAdkhZY^WPvJC((^w8}_Fh_?%uds`oD0p6K>WX4$S0!!kqKd@nJ4q z)Cc=Rf%&S70lhS*SzbGdMrF$7@yC&rUT&KQVx#<_*jOL0C_rMU3dXUe6rwNOb_gGY_{a|#K52)&%kbfG974?$C?73CzJL1?5rCbO#XY8^bz|6f15bUxrH}8t&H8`;%E;MmGq~4|QBl>8j zC`{>xKMKAS(3`vs($s-q^#K%fB2{cYtdw()Z892NA*eu%t7g(?S@1C^`#?$ zyLAO-V;rq-|5aGfkOI9fYO9|;ZM{ojq~w?9%$W#Z^};7F{!WJ5@-Sg3o;Zf)TIGc8qkFET0Q_vj2Sh#k z_(Hb_7qjjQZ8r7EdbI}TJQCHWgTaU+Sv8(L>S)zZ^A#;woAoJjW=|tNd>}V9Ar4;T z(c_a89+j=T1_?_HHP)rJrzSsnJp3;tsilg0k1@x7vef;DK zak0W4%w?4AWNlk=AdW1GPl-Z5PLM+I7CB`*sO2F@tlYB>7nVo9r8~M#XiYqp+FB`C z)>BJZGEWe6AK%+rw9(1YP_5(cV(cY}?}2|THkV(<)NYu<#tPHBrqe^jMqR>gypGkF z>!PK%mlZ#=i`uuJi`~BY6eTH)obsWxuct(K<5@!nTB-UPmYMDS_itCt0=-fTLU@pd zWwVS4;7V7)MBMmceH#GSumUTDOMA;bIOi$STnNmP3%Q8F1#(z7v#h_r#? zJSpPlNVh;y=Zj)2a#G)&%n<^-r8?)h4l^C>G!m?RizZ%)Fuls7320q zM-8yIPv2}BrD^Yrc}o@gSeIwT<)lFRA0$HMa7}Qeh!rDt!lB%F#{eb)<)~;o{cEMy z`dJvk=r@_#P}A07VeC%2zs;Mv%Gv8UUJ}(W6Up=CC93mP@{r-zr}AlL>$J_iwZjze zD%pqq%RhX5^S{1=)0Zgk|MwS40oH4Z|Mm6tYS#b7H?KZA=sk?F{8D*?G2GrVE_+l3 zZNc=@2)BO$mboRUaSh#y?Xg^gjvEz3H^i}9>@7cz?Yz9$gXlQGD38IF3yjkF*U>zJ za0L*>zsBu`;N)N(Fg~RI8nvwA(A+8oDszHv9_qB%0r1MH*415IE3UjXQxQ_@1`Box zpw5eJde}>MT<8}(^G&LWhzMLgXedC-*!M&<#=fd$UZk+I`K*?-FJbjA@%$I%XQ4Yx zOa9(*;<4(f&>qez<=lq)-g1M|t~_Dq*~Rv66;yf`p{aWss^{1XKK(pHg#I9lY_7az z1Cb4MUh5>%5C^)jz4a|YdYzYg+xA~8ZPUZ~Oo&pe!5s;(dmlR8+lg{Nr>N=8iT$!S zpBhF8EC2{fv|lN){ryO2#3*EA4-RuB>^TDQE`7W^15l*}i5=ugK3HW71l)KyFN<67 zhHZ{f3hn23o0MSj+G!ey0Ql0`sgCp7E2wR8dROPM^ArC57XbV4yLKJ_M4H_D+a&)9 zU(x}A=T4B)fR%R#nM~VDoCvwwC(`@ za^G9gFZh4?^lCBpZ{G@=;L9c|!aSFiH#t-H@Pqq`V5lWzI#Li?&!6EucjAS?kK*iz zJ(u$G=V{~T->wkekuI?;pBh>sPcyh+GCM#1qHR@Mvs<)vSHa5efjeM#XgG4c8_#xq z{$GkQ8&I>qNZDjfavihHrX63Y_{}De6-5B-ki!9t2l6G1DUfIBo#*Rb1?d0xLS|UP zjcd>sDfyt5l51-yiO~#mQ&VD^6qfwJUBHy&F_4L?fm%I6dVWG=hNnH%0DK(bmC>!% zZfedH`ZqSrZsw+QB%fPY<^Z2RYNGo47cHxLud!zy0lad&p8s4)WAmUVC74mz+d4|{3EpRbHFoTx)Bk( zKrvUe)>R5y`M(~IO2<@p0hXl_qPwcWhBpw8L%aK0EyH923F-TPFa0e9k;+eGxN19I z^bUdsQN(lw-mlj4dd9wbwLi}T2?VAh0={;CmK;l{U^tvLJHA4=lJ`=ecAiqFK5S2j zFctn8cWiByJ$7=g*(cS+wrgFRsP{xnZWp*sZx?#Y{M6^jCRyOTPWhv0-tb=Gu+!J` zdQ%%6f}s6})clN51Q`3;1Gz#i@8~?1A|A9|`d2N*r=r#Dpxmrk@c5_TCF<>ImBEz~ z%p`$s$&}r{Ot^!u`WP4*o|=8f(^xKKtp^QRANMFT0J3_b+Oe{T%_!nb@{`uW`|@* z(8LEI#y zDEua9+ET$CqCSpWbWYkK9ut5T55irD`Tf@H4rEK5Q*3cWDf!8zP9}4sIkB*a68kzF zoT&68MuvG zft-`mEie(oZVoaNo=S&CDh0vH?k?xD2cV>@FD)ct7+Sce4vxPV>c_}*_136)xtw__@VI@2SWm)s1(I5kMrUsC*sih8M(Osjj*6{8swzb3 z5CUD`3>3Ap+%sN0&9x33Vtk{lV4@RXXV|~^D`i?N>GGZs+pF>>fo2LmyFx+nD!h;f z6IWA`3a2Xk1q)C-5fI_<6Vcj5sOA9G7fZuu9~V}yQ@z`o$r-X|6%MrZka;XxvPWAb z{!^Ib>nx!yeAw|fC82Vx%kddP)LosQ)G8@g-uB>%Eh)g2(|1d6FSo%d-)4$jLyLE! zinOf2rN-nQa?bmsen(k*8eIm*d4T+Qw z-8w_-O~UUf5;KsJ?$nePOpuTGmtbi9qpDx1jb}P8Z?|i4ufi0aV?x)@n_c(f%RSy( zy$d|cdBX!8w6A)P-Fk^UutG9e=N$j01VNehFp&n83<}4LyQxh0%b)}47X3~_Js4dQ zO1m896s$WYhS~pSr+*<^Ugm{-orx_P<^6<2=bXH1-QZJJDVZDEf%wN~(h(I_)xsg_ z+wXi?doUXQ?_QwK~8`IlmcOg zAv&c9CkS5Gn&c|#mx()R2{y2HGUfve-0AF8eH@3ed#C4=RaZJPt_gSOV0IW{ilMD7 zo|1!_dr#bD%&PPQm*5L8>wT+jxzyGQU#XeqKRxnk2ur!4(=J?AVnT{1QQ4zYIt)>X zx@ezBF&o_4B}%{gMwi~L5zQRir`8YJe@O@!i`B4elb6XK9H_L=QkZOB9`zZWy{@1-p<-TzUp98Xf_jI)a?Wapnq-qZz;%n7euX@nlH5Qg zL%Ev}WJK|4&46Z*j>x)fNc@x%M6mE1yY)al_^%iG0c}#bbtztZV?*EMPenvG_Sr98 z*&b))JUe%`&DsiNfalGp@Cv*~Kd+^wo&~D)yQ{oMsj^)p_su3x11|%lfF&QFCH(@U z%;@5;@_Ol0)h`rHsBW{Z_v`KTvs@TskF_P13Ud`Q{4$^=J7J@RZ~MONvPO9_^wH?R zIS~0ToYb`WZzYCAHta`I#A&ls`nbnCML%Yb}6@JM_Ja_imXjp7R6#^}uWdDK< zr2oW%3NJur_4&*R2ZUR?`KZ1g_3B96*yX59&No|c^;NCZs6S0M3^+C5m6%oYl%rqK z!(2w`*Jx0&4g0lOed>Y{-WSpKx9;Y}s&faYbfs(lL8B{PAxkN-Tbdd^LnLz|Z?=Tb zh`n(SpjVocPjmZHV&AUU{qO@B)|m(5qnN#?ODRkfxvK{n=LdE^0oox%a6`sWmND|* z1R1V6|j-1XO4fb5iH(plI!{kb2fe8sE5oT0;~)Bo-Em!QMBA(GR`c< zh~HwF8(1C5wtYIe!%R`3c~kq(_aNOfkdp-TyhyboM=JLbi}A(jV+!|2YL`T1OrnRaV!10N(oDv z+7aBA4knoCh6oZ%Mj3riA*oj6xTLI)R$E zLaX&E@mxsM%6;K8S$J;)Z*8NZ!uQXuL>OU9qI1r|$*Hdm=~$=;D@VvUtE#H12hqb# zGuL@bdf45<>VFY)x2je|I{=yxlA?D`&-nOqF5jfwQcux6ws%@A#bam_^xDUVqD!`X zIve0X-0;CU1ik7hqqsz_5>%4bgLQ~rjH5^YNq@rmOvjd~GG53EVR3E7F$&DU%NWStaNf_Ex1K40mu{rd6ff2X%%{@>}X;6=*ykez6} zgLbj&xfSV~Z_w?sj^}z<#UmqHGo<3rp**_1#c5Fn`B-&)+0gYa73*^0BCDz~o9LUX z^I-|wz2)))MsN2oQp|LVr^=!(@|6e47v$+1k(Z}$e`(+txyXeTJ&1o{HYpKGP;$q4 zhVZq}ResUEjtH*!Pw^l@8sc$7ZE-U8<&|f4q9BDQM1W00&zdBVzN1n}QEDDf zfpi)e4p?Biwm#W{*efmQG`a~Udee13#=nsW3m-33og8sDy4nvHn2f*(X3GHtSY{tn zVhYsMfhvpO2mmz?#05aEq~?hNVP!{PkyJ8zenYPT96xXM#0^@^j=r1SvITs_FCY-( zaAJ7#A`=hv$IVO6OG-dU00d70O?XIWcJz@^LBl8dI+kvq^0sFi4M`pri>)UrdW7k< zrC&{F3EYnYw9`5`PMoGY>TALGRkNpFHq>%}sQ6x-Rh)P5sBSBXsc;*|32LcF6` z0k!F8ZH|l0IOUa>i+2HrojxY^?A5C?-65ZE2KJl)!`qk!bMhuL#~vV$TR1r>w}{Ze-cMfk(|2dVg!kREq<1UU8qEPw(g^kqvrK&ugt(PzAKf74ImIdXno_`(H7q_E9ur zH1-`2=+xi3bd?gd_kUoz@y7>rOL57`V4Jzk+6pT+Q;tvU*RWSJFVnY<=3Yz_86v3C z_C-5YgInp6DcLMdZ{TsLjZ{4aB#l>26zyj`E}rLj&TklN>-vUobD_rZijbMA6%VyA zn^9<{YS{WHs}oa}lRizEGFJ(S6TA`Dq@QNvv(ciago(tWAO~aY3!k<3s_oIqNh)gA# z%uM;1(D5f0z8hSQ&Q?x*pz3!2B~IdS>Zy+EK`$VZ3%X19hFfQE+mZ~5SEvb~%s?gi zt)jM7d?dWVD}3v^64m(mefeXOvK0+OsQA1(&ql1kRiaa%kH7~ecyE>p3SErJm@l5z zzP|htJg9!OAPdr2tPt6nn7{1UCg)whBDyggaxq3rH5mA^)=~UvmPDP;!Z+_)+SKJ+ zOhZ0$U7^Kw|Io-`s&xM?`N!=#r9f<9C^wfBRAqEk;|sXqyn)Fv<8IGGp|zRZAX^2> z38%~(`F9HP=}eVnI4Hmq2l0h<#KH&HJLV1lX|2AEnrB$2*z{pn$(}fq?*9*jgjRyW zln!mUTegF$w%#JNGWS&70(VgrYPJcv48y|T~k!E z%YHo-o(v6^@q8^|69w870dcjo#UV9zRe?f{X)`$%bIGb-chi!1?Z|uX|H=qu_U5?S zRx!Z)ubBYdH;NG}+fnxn`F?uO%e?;PvC${696v>E9%o}Nt&A0UW>NL@){#S_ME|3B zd`pmgwcw|md}eyx)u=E!-fa(F-6gD4ZAyph8&If7!MS6bkg#13Soe>KcIzfMgHrmQ zVJRM89;wg_vHXP|E9&5AMF$3no%&?&*Wgw&Q7<>hPQ!7lj0K@z?q8rHpU1CXzG*zy zqfg%5t&%scr^iOWe_wZ0MN#>=8_e=iNQZ5i2vjg6*)riLmkF2}t?4 z_3c$Dv0TFucd&=b)$pSftsXDauP?tH&|;mbXFpVKTVHxU^tbDSkbTN}lT4hJ#2-NXs={Bx6hcZQ~kO3cGQZQLhKZC+l$2X$rAA$n~8^|v+>u##U>P4|bj zk2P5;3mu>_l+vP&AK72Mmcl^fv$E+YV}o@+Bxv_@b-4p($X?BJ%SQvod4GD z?ryR0^KQ4ALF<83)ZGKEI@;#-m5_1?_An5ec}ic5U%qcw=bfCOoqglP*8Q;dUB}1m z@2$28dYgscCy!e+@C;8r(p^|g>S!w4*F9)(b`zJ~FJ^t#;$&LjxblKtzeebzN^6@( zj%~{Q`Jb^R1LVTYhbEC-K9ghfA&A(xY{`H-$K5BwFX!S!o|)+i+QrOYnVr*#vvW{T zCA#b0EOgR7>=r|!XXkmUBq=;80@0RN*_`fpfg{k1XVY!obJV*3;n3ral+&G6v$Kb? zva*#!`-K;_l&*3{H=thu?lwVZRUrtG9ZMRo$UPkMc2 zE~X`^EGOS#w)=4UnZ)RcVPc`i%m_!s%cJ`}}Kgjd0y~MM; zGg>}cJU%|oUJ|i14CQUbgakiF)|9(? zt+{?S+qOEH6HeAcmH}t~#8<>bKFeoGiHOoT<>3#{{PX|Af9{iMdIXc&TDzISOD0lL M)Vx!mVD9%n02wY|N&o-= From fd0912a7d43d2161c28c4b4254f271b24b43bee4 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Thu, 14 Oct 2021 19:47:27 +0800 Subject: [PATCH 31/34] fix comment --- tests/test_python.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_python.sh b/tests/test_python.sh index cee2e71a..680fbb51 100644 --- a/tests/test_python.sh +++ b/tests/test_python.sh @@ -91,7 +91,7 @@ benchmark_value=$(func_parser_value "${lines[49]}") infer_key1=$(func_parser_key "${lines[50]}") infer_value1=$(func_parser_value "${lines[50]}") -# parser serving +# parser klquant_infer if [ ${MODE} = "klquant_infer" ]; then # parser inference model infer_model_dir_list=$(func_parser_value "${lines[1]}") @@ -123,7 +123,7 @@ fi LOG_PATH="./tests/output" mkdir -p ${LOG_PATH} -status_log="${LOG_PATH}/results.log" +status_log="${LOG_PATH}/results_python.log" function func_inference(){ From 49499aeca7d0e9f468d6a6d40093813ba586cc48 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Thu, 14 Oct 2021 20:01:10 +0800 Subject: [PATCH 32/34] infer_* to python_infer_* --- tests/test_python.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_python.sh b/tests/test_python.sh index 680fbb51..39b043b8 100644 --- a/tests/test_python.sh +++ b/tests/test_python.sh @@ -143,7 +143,7 @@ function func_inference(){ fi for threads in ${cpu_threads_list[*]}; do for batch_size in ${batch_size_list[*]}; do - _save_log_path="${_log_path}/infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_${batch_size}.log" + _save_log_path="${_log_path}/python_infer_cpu_usemkldnn_${use_mkldnn}_threads_${threads}_batchsize_${batch_size}.log" set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") @@ -171,7 +171,7 @@ function func_inference(){ continue fi for batch_size in ${batch_size_list[*]}; do - _save_log_path="${_log_path}/infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_${batch_size}.log" + _save_log_path="${_log_path}/python_infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_${batch_size}.log" set_infer_data=$(func_set_params "${image_dir_key}" "${_img_dir}") set_benchmark=$(func_set_params "${benchmark_key}" "${benchmark_value}") set_batchsize=$(func_set_params "${batch_size_key}" "${batch_size}") From b0b8a9e8a4f49598f101445fe50532b12aee4630 Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Fri, 15 Oct 2021 09:00:43 +0000 Subject: [PATCH 33/34] fix doc --- tests/docs/test_cpp.md | 2 +- tests/docs/test_python.md | 7 ++++++- ..._fp16_cpp.txt => cpp_ppocr_det_mobile_results_fp16.txt} | 0 ..._fp32_cpp.txt => cpp_ppocr_det_mobile_results_fp32.txt} | 0 ...s_fp16.txt => python_ppocr_det_mobile_results_fp16.txt} | 0 ...s_fp32.txt => python_ppocr_det_mobile_results_fp32.txt} | 0 tests/test_serving.sh | 2 +- 7 files changed, 8 insertions(+), 3 deletions(-) rename tests/results/{ppocr_det_mobile_results_fp16_cpp.txt => cpp_ppocr_det_mobile_results_fp16.txt} (100%) rename tests/results/{ppocr_det_mobile_results_fp32_cpp.txt => cpp_ppocr_det_mobile_results_fp32.txt} (100%) rename tests/results/{ppocr_det_mobile_results_fp16.txt => python_ppocr_det_mobile_results_fp16.txt} (100%) rename tests/results/{ppocr_det_mobile_results_fp32.txt => python_ppocr_det_mobile_results_fp32.txt} (100%) diff --git a/tests/docs/test_cpp.md b/tests/docs/test_cpp.md index d8380671..d44ebf62 100644 --- a/tests/docs/test_cpp.md +++ b/tests/docs/test_cpp.md @@ -38,7 +38,7 @@ bash tests/test_cpp.sh ./tests/configs/ppocr_det_mobile_params.txt '1' ### 使用方式 运行命令: ```shell -python3.7 tests/compare_results.py --gt_file=./tests/results/*.txt --log_file=./tests/output/infer_*.log --atol=1e-3 --rtol=1e-3 +python3.7 tests/compare_results.py --gt_file=./tests/results/cpp_*.txt --log_file=./tests/output/cpp_*.log --atol=1e-3 --rtol=1e-3 ``` 参数介绍: diff --git a/tests/docs/test_python.md b/tests/docs/test_python.md index 87c58395..eddaac78 100644 --- a/tests/docs/test_python.md +++ b/tests/docs/test_python.md @@ -78,6 +78,11 @@ bash tests/prepare.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_i bash tests/test.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infer' ``` +- 模式5:klquant_infer , 测试离线量化; +```shell +bash tests/test_python.sh tests/configs/ppocr_det_mobile_params.txt 'klquant_infer' +``` + ## 3. 精度测试 @@ -89,7 +94,7 @@ bash tests/test.sh ./tests/configs/ppocr_det_mobile_params.txt 'whole_train_infe ### 使用方式 运行命令: ```shell -python3.7 tests/compare_results.py --gt_file=./tests/results/*.txt --log_file=./tests/output/infer_*.log --atol=1e-3 --rtol=1e-3 +python3.7 tests/compare_results.py --gt_file=./tests/results/python_*.txt --log_file=./tests/output/python_*.log --atol=1e-3 --rtol=1e-3 ``` 参数介绍: diff --git a/tests/results/ppocr_det_mobile_results_fp16_cpp.txt b/tests/results/cpp_ppocr_det_mobile_results_fp16.txt similarity index 100% rename from tests/results/ppocr_det_mobile_results_fp16_cpp.txt rename to tests/results/cpp_ppocr_det_mobile_results_fp16.txt diff --git a/tests/results/ppocr_det_mobile_results_fp32_cpp.txt b/tests/results/cpp_ppocr_det_mobile_results_fp32.txt similarity index 100% rename from tests/results/ppocr_det_mobile_results_fp32_cpp.txt rename to tests/results/cpp_ppocr_det_mobile_results_fp32.txt diff --git a/tests/results/ppocr_det_mobile_results_fp16.txt b/tests/results/python_ppocr_det_mobile_results_fp16.txt similarity index 100% rename from tests/results/ppocr_det_mobile_results_fp16.txt rename to tests/results/python_ppocr_det_mobile_results_fp16.txt diff --git a/tests/results/ppocr_det_mobile_results_fp32.txt b/tests/results/python_ppocr_det_mobile_results_fp32.txt similarity index 100% rename from tests/results/ppocr_det_mobile_results_fp32.txt rename to tests/results/python_ppocr_det_mobile_results_fp32.txt diff --git a/tests/test_serving.sh b/tests/test_serving.sh index 8998ee7e..dad8bd8e 100644 --- a/tests/test_serving.sh +++ b/tests/test_serving.sh @@ -93,7 +93,7 @@ function func_serving(){ if [[ ${use_trt} = "False" || ${precision} =~ "int8" ]] && [[ ${_flag_quant} = "True" ]]; then continue fi - _save_log_path="${_log_path}/infer_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_1.log" + _save_log_path="${_log_path}/server_gpu_usetrt_${use_trt}_precision_${precision}_batchsize_1.log" set_tensorrt=$(func_set_params "${web_use_trt_key}" "${use_trt}") set_precision=$(func_set_params "${web_precision_key}" "${precision}") web_service_cmd="${python} ${web_service_py} ${web_use_gpu_key}=${use_gpu} ${set_tensorrt} ${set_precision} &>${_save_log_path} & " From d2d1483caf858749c1ea06025c519a2f1941d161 Mon Sep 17 00:00:00 2001 From: Bin Lu Date: Fri, 15 Oct 2021 21:57:48 +0800 Subject: [PATCH 34/34] adjust some code format and wrongly spelling (#4319) * Update ace_loss.py * Update center_loss.py * Update enhanced_ctc_loss.md --- doc/doc_ch/enhanced_ctc_loss.md | 6 +++--- ppocr/losses/ace_loss.py | 3 +-- ppocr/losses/center_loss.py | 36 ++++++++++++++++----------------- 3 files changed, 22 insertions(+), 23 deletions(-) diff --git a/doc/doc_ch/enhanced_ctc_loss.md b/doc/doc_ch/enhanced_ctc_loss.md index 309dc712..5525c778 100644 --- a/doc/doc_ch/enhanced_ctc_loss.md +++ b/doc/doc_ch/enhanced_ctc_loss.md @@ -16,7 +16,7 @@ Focal Loss 出自论文《Focal Loss for Dense Object Detection》, 该loss最 从上图可以看到, 当γ> 0时,调整系数(1-y’)^γ 赋予易分类样本损失一个更小的权重,使得网络更关注于困难的、错分的样本。 调整因子γ用于调节简单样本权重降低的速率,当γ为0时即为交叉熵损失函数,当γ增加时,调整因子的影响也会随之增大。实验发现γ为2是最优。平衡因子α用来平衡正负样本本身的比例不均,文中α取0.25。 -对于经典的CTC算法,假设某个特征序列(f1, f2, ......ft), 经过CTC解码之后结果等于label的概率为y’, 则CTC解码结果不为label的概率即为(1-y’);不难发现 CTCLoss值和y’有如下关系: +对于经典的CTC算法,假设某个特征序列(f1, f2, ......ft), 经过CTC解码之后结果等于label的概率为y’, 则CTC解码结果不为label的概率即为(1-y’);不难发现, CTCLoss值和y’有如下关系:
    @@ -38,7 +38,7 @@ A-CTC Loss是CTC Loss + ACE Loss的简称。 其中ACE Loss出自论文< Aggrega -虽然ACELoss确实如上图所说,可以处理2D预测,在内存占用及推理速度方面具备优势,但在实践过程中,我们发现单独使用ACE Loss, 识别效果并不如CTCLoss. 因此,我们尝试将CTCLoss和ACELoss进行组合,同时以CTCLoss为主,将ACELoss 定位为一个辅助监督loss。 这一尝试收到了效果,在我们内部的实验数据集上,相比单独使用CTCLoss,识别准确率可以提升1%左右。 +虽然ACELoss确实如上图所说,可以处理2D预测,在内存占用及推理速度方面具备优势,但在实践过程中,我们发现单独使用ACE Loss, 识别效果并不如CTCLoss. 因此,我们尝试将CTCLoss和ACELoss进行结合,同时以CTCLoss为主,将ACELoss 定位为一个辅助监督loss。 这一尝试收到了效果,在我们内部的实验数据集上,相比单独使用CTCLoss,识别准确率可以提升1%左右。 A_CTC Loss定义如下:
    @@ -47,7 +47,7 @@ A_CTC Loss定义如下: 实验中,λ = 0.1. ACE loss实现代码见: [ace_loss.py](../../ppocr/losses/ace_loss.py) ## 3. C-CTC Loss -C-CTC Loss是CTC Loss + Center Loss的简称。 其中Center Loss出自论文 < A Discriminative Feature Learning Approach for Deep Face Recognition>. 最早用于人脸识别任务,用于增大累间距离,减小类内距离, 是Metric Learning领域一种较早的、也比较常用的一种算法。 +C-CTC Loss是CTC Loss + Center Loss的简称。 其中Center Loss出自论文 < A Discriminative Feature Learning Approach for Deep Face Recognition>. 最早用于人脸识别任务,用于增大类间距离,减小类内距离, 是Metric Learning领域一种较早的、也比较常用的一种算法。 在中文OCR识别任务中,通过对badcase分析, 我们发现中文识别的一大难点是相似字符多,容易误识。 由此我们想到是否可以借鉴Metric Learing的想法, 增大相似字符的类间距,从而提高识别准确率。然而,MetricLearning主要用于图像识别领域,训练数据的标签为一个固定的值;而对于OCR识别来说,其本质上是一个序列识别任务,特征和label之间并不具有显式的对齐关系,因此两者如何结合依然是一个值得探索的方向。 通过尝试Arcmargin, Cosmargin等方法, 我们最终发现Centerloss 有助于进一步提升识别的准确率。C_CTC Loss定义如下:
    diff --git a/ppocr/losses/ace_loss.py b/ppocr/losses/ace_loss.py index 9c868520..bf15f8e3 100644 --- a/ppocr/losses/ace_loss.py +++ b/ppocr/losses/ace_loss.py @@ -32,6 +32,7 @@ class ACELoss(nn.Layer): def __call__(self, predicts, batch): if isinstance(predicts, (list, tuple)): predicts = predicts[-1] + B, N = predicts.shape[:2] div = paddle.to_tensor([N]).astype('float32') @@ -42,9 +43,7 @@ class ACELoss(nn.Layer): length = batch[2].astype("float32") batch = batch[3].astype("float32") batch[:, 0] = paddle.subtract(div, length) - batch = paddle.divide(batch, div) loss = self.loss_func(aggregation_preds, batch) - return {"loss_ace": loss} diff --git a/ppocr/losses/center_loss.py b/ppocr/losses/center_loss.py index 72149df1..cbef4df9 100644 --- a/ppocr/losses/center_loss.py +++ b/ppocr/losses/center_loss.py @@ -27,7 +27,6 @@ class CenterLoss(nn.Layer): """ Reference: Wen et al. A Discriminative Feature Learning Approach for Deep Face Recognition. ECCV 2016. """ - def __init__(self, num_classes=6625, feat_dim=96, @@ -37,8 +36,7 @@ class CenterLoss(nn.Layer): self.num_classes = num_classes self.feat_dim = feat_dim self.centers = paddle.randn( - shape=[self.num_classes, self.feat_dim]).astype( - "float64") #random center + shape=[self.num_classes, self.feat_dim]).astype("float64") if init_center: assert os.path.exists( @@ -60,22 +58,23 @@ class CenterLoss(nn.Layer): batch_size = feats_reshape.shape[0] - #calc feat * feat - dist1 = paddle.sum(paddle.square(feats_reshape), axis=1, keepdim=True) - dist1 = paddle.expand(dist1, [batch_size, self.num_classes]) + #calc l2 distance between feats and centers + square_feat = paddle.sum(paddle.square(feats_reshape), + axis=1, + keepdim=True) + square_feat = paddle.expand(square_feat, [batch_size, self.num_classes]) - #dist2 of centers - dist2 = paddle.sum(paddle.square(self.centers), axis=1, - keepdim=True) #num_classes - dist2 = paddle.expand(dist2, - [self.num_classes, batch_size]).astype("float64") - dist2 = paddle.transpose(dist2, [1, 0]) + square_center = paddle.sum(paddle.square(self.centers), + axis=1, + keepdim=True) + square_center = paddle.expand( + square_center, [self.num_classes, batch_size]).astype("float64") + square_center = paddle.transpose(square_center, [1, 0]) - #first x * x + y * y - distmat = paddle.add(dist1, dist2) - tmp = paddle.matmul(feats_reshape, - paddle.transpose(self.centers, [1, 0])) - distmat = distmat - 2.0 * tmp + distmat = paddle.add(square_feat, square_center) + feat_dot_center = paddle.matmul(feats_reshape, + paddle.transpose(self.centers, [1, 0])) + distmat = distmat - 2.0 * feat_dot_center #generate the mask classes = paddle.arange(self.num_classes).astype("int64") @@ -83,7 +82,8 @@ class CenterLoss(nn.Layer): paddle.unsqueeze(label, 1), (batch_size, self.num_classes)) mask = paddle.equal( paddle.expand(classes, [batch_size, self.num_classes]), - label).astype("float64") #get mask + label).astype("float64") dist = paddle.multiply(distmat, mask) + loss = paddle.sum(paddle.clip(dist, min=1e-12, max=1e+12)) / batch_size return {'loss_center': loss}
  • zok^&eDSW}bF?YXq4p*j@FLw~IPwD_;v?eed#+P@R0mo*L~!>@EfU8;3sQ z`BP`x2v5ur#OWNgd3zJvJ@z?#8ppLP5#8P^Ut|~;Sz@PM^=xx!+vhtvbS$1cFFPPL zKS|+DteQ7pm=L~KvC#HPJKStL^U}Qo-+fA}6j8aHGTpmv56s?|QP$HV)lIXg2v-d- z(}zjVMg7DwuNz#!vs5v8ox(ExqT%c*{*L5S54MqFln&mpbO!%DEvJA71xwve1dY#F znj437efO;qw$ApNh_=9^km%51`b2cI@IA?5zXO$j0nc_h7csbQ{dn zXVNzIP&_hYS~6|6dZU=jH1lVoGpp=qLSI^Xyr0vm5d`l*ZIkYJ@n2BNcTk_6Z zqYWe*!)tzA5}1|Bu~?1SEpqx>V~QS)K^TH1f+Q1B{z}qVqxzfcj{b6S#{$ivXBPkT zZ;>|H51bmi_Y-#<@}6=pbe0dGxP+5@S6E-x?U{QPc2NFd7+BgY5K_N*wBFdyAJtvVQ%q6+=AwTam$wt`K-m}587NAFX<_!^F91BJ_g(u ztzFtu6^hFFzj!+Dcq;$6{}a(LD#;#2_KG?DEsv_dYVo<}X{!rqW(l!vj%G6x)!xSKXCK8#6< zZ){>nlha3a=QdF;s;XbE(rTR{Z0XWHoHIr8949v#E6c=)sg!|6DQ0>mhkk(;rW7?T zWi|WAeX}#7i^E8{MNzN}KPjWXxxb3S9FcIMvsw>I5o4`dotHZoNokEeIW8lc(hj4W z&{mrSYV?g+^>EphxbB4WP-mPPBo7ka$9sS2%1&RNvFccGKa{=}zyoK5LL%iLp)@Og z+X};}-qVM6S2;Bio!1^4ohlK$;I=_>7g8jNR9kq8!gDw@LfoGwUG4+tImmH z9QZN>L{21RSW_XB)A=8TwJm~f!b^o<lhX7JZ!kN{2#dD+cB4Lw;5sat5(OU=*|uNb(we3w;^K!#H!0y_6mig4 z6^Kis^zs`#O-iTpW?(^Pwd3uXcR4x_B5dal=h`0(7YHC^$}+5Ly*+EJe{!IJY1|28GG5XKV6NXlGW;`omq~ahxfpLUEg`Hrf0!(b0}O$y6jD^#3R@HYFATxqf%(*N9tEYrO z9D<;;9Tu9milE0uqnWL|D3$y%M8|wnZ!0s5EnAMC!1=kNVooIRvK$Jm)3>`VU?D;p zR7FDuY076D6`IrQvzjpp>KvJHIN^`{80C%#T`#F;XQ##f_MRbh-s73u zOlxx9#R>J5Q;g}vvSs@MI zTP_RtMi(&Gqo-djVBMv8sXW=XrQcPzQM`+yJ@o-lDmy+t2rIs8-TBej!ZR)sZ~CL+#zB*dSt9C0mNi$`hD+lz z7$*(x(FR9_zUfQj3joeQ^WHG+nL}l;@s@sZ&tV%oA9V(m0P4+s^<1#O1&~%1I$jd% z55w;jZ1TH`jKG2cdNsCiPK~+t5H7XVz;2=avHS!$Nwf{z$@S5n)D%L1GE9aN07xXa7W;X4611rO(f`q{;b@=XM!NiY{Sw z*@W9zi7JmiTLNfH_~?4;H(|cr*obCUO@-R_Fy#66OTfuRF<^zB{{UtjKv?(QWiOzf zr8P&D?Xa2r!Z<}M*-8d$B8n?PgrFDK#5u7vVqWF1MXxK9HliG5xfx%8TSn44&5~LH z4P_R!g>89-#1x5+5y(inJCTo16U2X$e$~K zDykQ53JcR60CS+_>5e7%!V?G}BFc;|fDr~Q17{G?Q82>QDE$3=s-s~z1J_rw-{4ND z0(P4WuP~|wO(lRv%nXgYtMP#T-bL|nl+XcEq=URJ5$<0~aeY7*54-^SB&|%2umqXe zFyDYb-_C>a!ekpEV7KyH=hzYB>Q~@@0D#Uz&AebU~&*NfrtBIk5id_a^rLbS$5HKvfM&GaJQNpD{~b0{(*$3 zU>%7%YVx6s{6L7FzAcx}x8=X}d`;zKT7}GNCrilmW{MKooEg+B18#GL8|6(8!XX>! z{~Bol^It13UvIkl4n^pH+;d>4AnP{((c(J(&UwJKTMs-v+&lT#!pK{F(Zqo94j3c- zr_TZ5%hu8%FF7a=PFK*cBX2%HoVNV*=h+%TkMA^#saVBTyyX-XXoPcKJ;#6L#u>ru zSFEm|y%KjW@!T7=r)Ov=8F(*wiv{pnTu;_IBNWDZ?mTt)8y{6GKDrUB)=TipU1fV8 z?teecTU10Q*9PyH|MXwqZmO}L3&{ELi&Rs;JXH87U;l}*v5tO*@_#|qWPu(<&aw$D z)juxP+^Z6GGgr)BuU5b6vEfb_kqG1nM>~{kkjEvi0b6M@5R(%jHD2gEK%9*Wb^K{^y*WoZh>Nf&3wm!BG8bFl{1n=t-Q! zh>Ba@C-1u|W;dUwoqq@Pf4|8ublNxZlbpPo185t^R5s0k|4tj-6xRqHxW|_ zKh`d$Vucpa{E-)l!^0afAogx=#a<lH&IPKR%>Q>(LSr%@FUeE1`oC62{zkteZuB)YfkPk$=ufaNPuZlHY zyy3v>Gaci{B{E25XZQHvo~1?hSF7ruFRcLpb>qCUIdDcKisq6*%~&fu^s9fJXYp3}$B(gEcTN7k zJ{fa6x~0w*_Ihr;)NAnG@;2paz+@w1D8g>|{TqL;7T5GsD~_Ec!zJB=r+=Ws$?aIS zVdUV8YyGD@8Z@^=IITsK`uY!{%{R={mU4cK^(0rSo!PJCYQNOE_~F$aI?7@x1}P=H;c!L@LmCx!6$0uCSSvTh8&&Ea$m4hET{8ni4(LuWZ-3 z6Hbf5Ry!m*Xo<77WS<8xfPe6u@&9~=l{(FB(P!UY%)M@X`wDh)CyEL_$cN58OX1e+n{b7rj z-9WHTr`;*R(^r}|Zu0;d)?3cZNm-60{c?H8Qmo=Fpg8x%*xRUd(i{MzjW=CCb?L{o zRU4i385Q1^vOjz=HUCm!0Bbu6?wY{Tu{ELaVwpKZ{_JAffaJ{>rqsYBP18T8yj^SK zYaufEbbp*%QfWgac$ZJVNU+4x*V@X5^7^O7UL=;-avqdjNX{={SdkvCP{cHcl~h{) zmajrAGWpdfCO~&Bxl+$=o6?c?bw6l9l@ufo8w?n7Ay9aOJ02i2eJ)_RbGcV0z0Z6~ zP1MO-=y6n#hzKC?N%~Jzh{SokMAIxPuP}(8>%s81io05v+61WX?B0aU*wb8u!T34d zMmmeW-ZV%8J*|rjD_uN{e%I(BkNc;I@pETR+rPJV1WjO5MLzd3&@3jGseUoGY&Md} zaMrzuyB220#zRGrKA_#ir~AO!`}6+Dp}j;mm0BHk`JL4YS8~ujlO2fs!boSmP!rYD zKsqO0*zY@|6pM5ZzQbM(-osU~?Y}BrW-pzFXO_m@R`4JO54DU-P1o-I{%GyqZ7vIM z$Z6gTAPGC5``&4p??JgsWO-QsvQH1S5LoudDDZt#(NK{al9|cQmD(d(_~iqr%U6&2 z#Q;v}GmD51wj{CbaBum|XswV|#a}oW=XRy?%1xf>jwfM_HvEM9OEk{>W&ZmsZx3n) zM<(;%8?BkYGdl@yzF+u9D@oDTH(=L1bT>}WhAY)q)m1_N>0^^;b?%>HwML!7^ z8@5||A=3q!`#S8XtFz|#byQj6&b#T`<&v1oC;I-V4LxiL)k$W<1=}WVg`L$ds+^Pf zz+cw}b|~aXH)5CWVc#o~NOX-@x-p?5Lb!BP&JQVtt53xF;+!Ah%->Xf$ijd;19p2~ zWaQpvrLzgQC>7p*xmu(^W`E^E%pp$0fk%}nupE@w9?gXtQnN5wS$`61|Ka(epp;|6 zP+d;JM3^{LnWS@EhVTP!!$ki=R8<00dM9Y&z6iUUXf$(c)onWC?^l20Xh#;@W-HJU zL=IGbSD07~DY~meKjXoV^~AT7sPVsh9HIMKSqN{dHk-}BpLC}8ako~GtsS1WsVkG% zD{59WMRZsE&bV$KF+|&uEjNhrW+n-&W-2fyYX$Il2fAB?`hKbB8d=qG+Uj>V zJmpOi*N7;hqso-}828{N zJ0iH=>2{CKmAWXAhXLi1gNa%yVi;G^mzI!$$^KJEw9B(N+T#kdkZ({i5uQLv?FVL5 zGxgx@S`@EyetKu z5xaygqRZKeu8^qHXVR=uwt+4g5RVJ`WTOWapozizQNDUCiKyW`a|*|Nqnp`^wkgI0 zWs-oqS>v2<(N}Nv!-UzML6+b0#Z+U?hUl)XDhT=`oNrnc_sx$oa9_x@W%5CGTytFI z54V=f#=?WvmA%qDONpkFPtQ{Ej4tZ1nF%E^+=e6lp=`{fEK)or<7MS2$A$J+^cj9) zk66PTAibuB!CplcOI`P!ri<#{78%*OJ+FcAbP9|lb@>w7_1Cp!^=uDqkK^ixD4joK z%x+-%(@iWgj`6it_mllf^v*vOpl@T*?GLW_v+vK!$4-MZAML7w$fzhgys?!DUJw#` z!kO{}><$5Mt525^R`I8+)-(3ll;b8|x2w?WXcA4}?qh-F+BxcFNi)x;tOA zA>dVH=T^YK-*~4YAYK{~PV#5^T;?~xNS`h1NW!RZ%~rFS1((2Gk+<3BjxPZsU0lNO z<~|!zFZum^R5pFT3P53PWMNAX^@xJi_KslUXn-2ArOe>>>&r7%XQhTcM=wxWC||{^ zS_m_-)@>U!bz9-{+Z|igT(f_Wi3|XzGSGRjlJbx-X9byXZ;WQ6x>`%Uu0R&Wb**j7 zf0r=_!N0|Ehp_r>h|0IY2)-Fj$sro6-#wcGxd`LLer}k_;2%r|Uv(?|%Mu1Cj79FR z-3k$$E$LE=u{(e~I@0bUXUoo@T>QH{7)7Ur_MOjGK|)IcS~42@b9DvTspqcWmA5g! zuj2k`e8*abiYWc?J~4wX(ob^My0r-5eg6Jc<`yl~Vv@EXn;+7dW+@IsPeTO&DfV1O z0t!}K;RX~ChV4Q^R%1b6Ueb;|UjJ)4MkwX#b0 z%=A+Pup=Ba7FwWQ#~f zn%1dflSE=FJl*Am^5*vkq&k9~Z{L1AXKoMS%P6`PO=XHYg5xEZ{T`bQcPU^^7TyK_ z(a*aO0bNvl=0dFDg4bH5C2%cztI_yKyzb5h=#|Fj*ybeZ;HuR}xK9cqRo%RrsLu|o zmMs_HW&$tp>9qK7`e|*$wMTcH}l95rR@1JgN%xb5#^e0Y<`mZc_BSzCF*faAodUWt~7G2p$uJrXHDT|;}$IyC!16MX&Y2=dLc)$G!L?3QyuPB1G zb=j~E^h)m4-IdWtatTjvhPIKn*So*(0vh*eHgb?y_uQW zH?TJa9;|-R%TWX@WU+PWVOxH-Bt zfP4oJfyiA7e#Q>A$U6le>Jy_Na;$XaSZo;BapsizAs|`>vSYW7pT_B7oP~3xR8(RB zj7`vcRw2f_0gMrnD9NRP-oEcsTsPCRU@tp& zxJwkkU{7|CF@bUtYbjxB>})VHK7ib?{{~F_BrTc#y`12+i6#yLK$^QR^ncEw+iW4E z_?HLw7l1RAO{O8%9`BL>`$Kv-4<5A0pVJ5W2lt(y#?!I@U7uk3`nf&T#lpbWnVRP2 zXmaHAGYbp-0j(T{*?Az1{}p(8oJyHm!hxidnr#AhkG}x<=A>@54yBc>H3tP_m9zd8_Dhblw6t>ssTMJ{j%-=2@xGzo1V8DerH{;SPfjwrZf6 z)nKIIH^8Ekw%rXtSpOkDvU!djq@P(U8VZs#{*KnxPb5IpK*DBXNsGI>DLO5!9ZV;* z$wrBwAI_{UW?%2KmVHuseeFLUdsi(xAIGIFd7w8Ts~*TB7i_|{8}?a6A<#_y zDoAAj8H?$5yfbX$@2_R4=E0gezDuGiDN?;AtuO+`x_ zTc;g`4_W-8cF8KFCtz~Lb@lFqHwR5dHsukzwVX`F`Q9+GBcXV_Xkf4{t`IG2HBSE-JoR;I7%oHFGkTR)N3|5Y?MGw_0` z;(~{nn_C^wApwiq8O_y^C$3;}4&uoGn1;rvbbIig{-q&i{noe}Y1EP8?pJKCHf?=! zul`Ze0cs!ABO%h~ABL29()d0(I;t{zOOzVHTk1vwJneI_vTc2%C$JcObXX1SQYc$V z3zlJlXzV|n+$|25wE9~e+-PHZeo6Hp#c=A*o;+i!ajF_TNow8NuXLMK<&=9w632OQ z7UON6v}2^60dpU?9&cfZZRn!FFBe9MLc^eN;lhPtg`DG^%g@d6EkmPwxvoq&R#+?3 z)dv+T4WBLP-87QdjGyhbk?L}pF09`0^tO6VyHfvD`{(`pV`P0}wsm?-mh=8LVY=$p zffBGno8?3i?cC1Wl0Ydid0tm3vj&|2e*=qDgPI*er&XaCMK;_YQIedMg|tB~gob_h z)KF-Ec3EpFW)i7;(#&RJ21XSUz-0tUF4Hv5j%7&^hS}ZqYs>PARTarMxIa4g&S-S} zB38tEG)L(G_q{%e%k;9hh3ZS$-3^iRAuAAf*k+>Re#Y#~EsjH9>2tlJhjyQJ6Ln5} zy3ghK@N`^Hh=L1B?^&Z~)ap{60%1TvROc$D`)I3wjQaWRxRJuCqq@8aFgca_+V;DW zJ|7p4-u}%SQIB$Fb{qc3|Jixlx2Z>!>o4A(()A>VvEkA0Tf9XmX=&!!*><1tFL6jmXDAPJxi|4TqiN0N zE4BrPS%lfVw5G>#bJAyqnSYH0B%OjyA_@gho8~Q>0OA%rz<+hR zs-`5GBvJR-zztniy)j5fOtClQNTK<}mB)3hyTc2sM;<_kUBo{U+=n~pz-%L@SK>KO z{?T7p@kQj43c>qBojRL!YFW%C-^w#I6lu`aV7EobMZKl(J~8L^l;3k#&1a?_WofCk zO@il@`VS*2MvoR^St&MNabpG(y^X!N%PW-eH{UBkixz$vR^a7ChCX~y^rx6pwETM^#WQ!ppG*0( zB;`Qk>bivOc>R(GXP4gxoZu?a{zH6Yecqb+ylB!|CSOe5fB{v>pt-?<`mdbwM%At0YSjPZ$!I}G@DLw5xkMIn?}fsKHS1HJ6~EO{HQaMss%&ZP{V;J3tG>8s zLz>R!<+_3WzU$8$xXKxcZ&&5akvK0bAGSru7Cl$(IgET_lo&3a&`58YV@WeF9p$g| zo;W(o?fv}l^^-lE6kQb+>eJEqNdjc;E2nRs14VhO7-;A+etOaols$&!7{nq+M0X*8U zQ2)iAB7x{inNw-YF&l30F^n{ZYr}7@x4x&nl+>v9#Jt=e^3d-=jPH~_e^eMUEobNv zw{+AuV^`Ie>%esiy6p|gx!_?Wbm3-1&kB@;qPwxo z%M**WUy6awxFQxnu!2u)ceW-+gRz6eM=rIyM z2htV4dOu--o0#dhXq$Pjf7O?Xj5NFoRJ>yTsYff5%PYn+R-qo1QT1>TAkgYk{rsG| zOa-8m|8^TjVq>1*=vV zLZcJ;^su9$v>zDg=Q_Z|JbB>+FD@Li}}P@6qcnorKKXL zqZsoJRz3!wO4UY^C$$K4;{ilFihn;gaEe@D4Srh@fhoDQG1VUEWJnYP_s}z zK|t`m^VX5YedV$DVnv|5Tz!ydt#r_r_SYGR( zma#PwIpGhrp75$yg{oWQ`C$|9yRdQdM`nL#MG#?#o}d!ApwtEJT$zZT@ZbVQ;TW#k z16#WG?ca)jbQs~=f$hY7{vYQzmqm7~Lm zC+>JZSc>#bl-WY`M^#Y~O)upr(EdD6LJgHf%~xA5{rGubi!-g^#el^tMMnL(xu2Hi z+Z8`kd{qsmKTlKWYScUz2f)X&Yc)GLaa#G_Q>~PswZ!XNfE?s&WM?-hfb5|*$!DdY zD0)`_cLb!w?tj*=_I`)U%AGxrrsD7d=4QmwRR$jAPjQlT>U1=r{N`K$pjY7U0RJTK zNwd7XtmP)OtanlappB_P7GuulDH$0LK$*}mK5>aoo7VCyXzjt4i@a7>5oUtdketb; ze^*s8(P_{mgQ5^9O$GjLFRGk7BPJ$Bj@t?@TUjwj>V*ch!~ilN2pur#`{R`VUs^lZ z?@s>?2bOjkS&e$Y_91g4;2<;8Lw9nZ8NhVDf7c*W8@fMQ@nk|VjvAPV&wlDMj4B0ym8S}unYO9VWsS?^@Grm9 z!%2fB%`so@=T2m9WbN-T4s!d)zx#lr=(%7TnaU49A8jBVZ$dXM+4MzgR<~-d|`RyJoc@EO~|QaqtvJABIwFHnI@US*65jEDMs9AT!Bfp|M~Mm`c~WW zY+G%v>aa1=4}NH{kXaBkWzA4D|WJnI4?mJrG)VHWx$1jB;_jNsZzGg+IsYXQ|Uj?3P97$)#}6~gsJg` zzADkn?Ae9tPa0htvtkV+n@_+nB>vZ`5N1}ZjeO|b{!X>!tiv+bLpJ{%`jZK_;M5tw z+wJ*^E6ElSpi#0}r}aMbh;d;Hq~@wJO?ht*-eq?%w13PZuzK6}0s7x~^4k{AYad%= zDAGEn-eWH1{(5a4b8)U4gL02o9cyFGO%nj!o=K^ic}$Vg9d>#E?$PCjO`VWhJL>;- zcZr`QinQpeJE2Xo)J@a8NaE@i`w=raYjRzQh}Fs`66>EWfWc}ts}Be_K-_e|SH%VU z&2u5Vb*qfF>tDc-2ptzJWVMor=+X*<0{7I)+s}0zk7V~jk~d9SVu{4=_uV!~w^j4G zQSa65Qg6MK^u?6Z$RFUFdtG|2(FPIJ!2m}G1&obEjh!g-@i-b|v$t>Qjye8$dH5vz zF*`4#&1-47*iMSTwE5QHV8#tJRf-cyO_NKZR!EwJXRxscmc~03p?)l%U`bTcmcG37 zs>tYKMq|~o>eNx#XvF5o`TpG;i51^sDy(k8rg%0lLi=^`hhn-vvqo$O1k5TL1`666 zDB3a|9#PW2$R7n7ss`|ULt>D?TlhPSryJrD!uqi}rj1_bQcjI>HAF_<`(&kS@l|N+ zFXEgL3$M9H_RdTwJ5drgGi$Qhri>{i>{E7YeZEVs(&O{XMh7g885$3{*=F`_ zz0NkakK9rqx-Vp3SorrW@JKZN$yf>8QbI)?Jt+Iv%-9!{ls?ZMqMCQrO!fqw^9$gl z%gN?rH|*#9eLwLhzW2a+o7X_I8FG(1Dgw3e{EoMKEKZ`rMhO|tnZ?|>Yr%g4BB*GQ zeUU%F22#@S<#fF^>XvRoJ#IEzm-ZPmHZ(rl|HUwZGoP`Cl@=gNG3RJ|;ty9*}E~h`=D>hwi z!#tWaVrho<``X0PT%8x*k%(cwOugtG4jXXw0e#)axg8#4XC9^VJ>h??Zew7#9hA|9 zy{-30PCxnX7}FKy$?up7u1f9@-Vryh^Q4b{eZl)ZV-pUbxsI`sVPdA<=abL4u6M!F z7L)xKaSvg0RVn&8q>wM51_3)w&wms!x1n`?D{;S`bFlWI2uUreB&N|TVaSqgq|gz~ z@ON9K=0nV%n|$ z&fs)tY>Xtheb6k_bJiNU1EZX|1Hl=~jfSykC{>p<^b^0BY^a{{?FZxa@He5?$CwqY zmVO#5pL84~Q87;^ zM-`dHgH!p#2tw4lj6I>O;Z$uF8@lO3z{G7nbX{@XEVX|m5JkVE&-J&ZtWO|H3`P9; z&)^Bzo~EPaH`o>w&5vuA_`Rhf@; z`kWD~bQXn?AfzD0$p;p(IGfTf;p}41T-@2sU3+A4K{MOJz{!VLXhQIOt@DR^)XqFE zCiLNwS)tdT9G8dd+o`JlyPxM<9~0|z<`J3P&kt4LZ+|)_VjrdEYz$Q341EnxG+K=H z(wXSboH9^&`@UbVG3;*0GdkflNY8$J(2Akk4GSLT*lmPfSMWvBbq%|7W2m@kHxG`A zA7iORsPOHc%QOo9V=oM??kdG%cB;{F-ghImZ|wA7TTe?(j8j-v-HaZ3n=mTcEkC=l9Oh^S`v}oa4G3cbE~3db zpI@4(X7!~^;CW)MZS*Cb3m>`Bc3-cvy@PtFlkHZQC{!R0(nnYc>d>-imJn)5)NvZD z2(zwFCJCGyn3cY_yg^fu5C*j}p=?nK`D@aeO&&Oeu<7M>`}D9oY4f|j9o zNcdEpfR8kTCRO^YvOgr2z!UC)1wPI6h;C->nCxKpuG#%?q;l}i9Q!#3^mx)aA(XL2 z-Jam#C5|y#02mm^?42j7yhau7x#M|5emI25%yZ1)M4c2(@OTn)*Y z?;~q#K1g_SUO_!~;HH{to$5QsXUfUdJ#`5oz6lV!f6T}(>6y`a{q|DRrE*QwkvTD# zt9ZVx(N^gyXjgUw2Cx0hfZMAQmHm(yGf*@h2dIFp?G9W{%9`DBtT*1cRC<5ZIc0~Z z^CbMMAU!_o@rI1bATJ@=*7QqS<4&Oo4~~^Xc+vYb10KZh>%bNWW?~WwRu7Pv_Zh(0qFU`X#?|ctx>bt8@q@P12Gp?KQW1``p%CftKGG{dCZJ|`oPx2 zApsGLsi6P)BwUsLj4wpwZo4VK$pa%XpjO;lVoLzRz>5;K6hOGDxm0jLz0WiGxfAHw zra?u`O(sgqU8hNI?(heF9oYh0hps{s?7)a0gO|Yn>WiFaUG;w5F0S7V^1fn`UH$X# zimXmgj^)704s207_VGbO0(9!+#S?&5Q^qn-XLYqGP4UGjh5!w9js@)aY00UUCnzn+ zYq#3NwT1*PgUvI{X@H3hV)}YM#Uudt^TDhXN9EQVx4<$oW5fV??kC{A|iQz)lFpt<|fP+`xTFayEtti-z@<2;m6 z`Q6UW4!w`z*22F-uoxbxapeJ;=r@44<$B=QI#oNlJ`HlqZUX!|4?olO(twu({n22T zKwgxQ`D7(eiy)h$wXc`X50W=T2(VWq>!Znx`^%titug8=V2ALIs!528{{}0;_B+F7 z3DnuoT?0mgyizuyDo4K=H{wx^{QDAdeev@ehHpTBsInKT@}Gd2Ts@~cb#BbLh|eLO zgW`TKtz|!L=C#THte2^Wj7obK2EGHc_g^5Vz5;GLuw#x4t8^^oEdWVoHav%{=^*fm zN@}$N^wx|~b>xoN(((c8N9Q}iUiLvH`e4DSCp-RzOuYxwVvY~F;`O*%@WHv%q*WL* zeEA}9?u_58sAZew@lVU&+lzy_G_JN%tW)H-0>Z*yf@gDXZd5H%-rysEsFN9cbp(G2 z&~Gp)Oj~t7p#{Am$T!>j8?N#RPRSl-r*epnFuK44xSM1a<_mv+E;XyQ4(3Her>J2d zttAUunNAIDO`kiF_lxAbvJKbMT~{!CYF|&=!8bgmD*QO&ZV;5 zul@>b^J2hlmvo_L{}7m;;lJG4>A|f^5ouY5XL!0Ish_U+ez<83L2l85Dtdz8@weIO z0mxpm)pYWJn4@>KI@nRl_uHe(w-woi6|%uiJeY4l9#UZYQVj1rPYVyX8z+M%?*XAzi18ET`>{ec_r_+SMFbM2}*IuD(unMjsZO*XyR$fLT@WCd|z*JC^($g zBW{4P2N);tqlKKm-pn@oUb9*w@?YAHtottvxA_5u?j?4O#nn~!B@HK;t$GmS{eT;3 zE7Wk|KO_JMJ&}kc+|Q#t3<2>hv$HUY*)e_AF!EmA&N}zh4PA)_Le)25404U^cgNwh z=X^5s6ODiqT2GnEk*l_E@HwEk-1L8y3Z;tFlaP=A*Gy@{v^iHv6h;NdLoK>)}%Kx4VQ%ppYO_{m2O}4db?%(|Fgb&#=G*1GExg;`5G6jBZSw6dDmQROIN8uA3fhtW!V@C8y{Uj7ho#a*DLnlaBRS0tqHoh<=2 z;46tUIO!v3%twYAvSY;aS7VFTsA)pC5hUREldSS4i1d#-p54H+J;ViM(j6mG2M0BKT}C+^^y{5guFV8yuR zaOBAFMq4Xt*X%J7MCO3+EOQszhl^hs)`B*hJ!HxikG9&p+tpOTV3CWH^XKK{BF)o; zdjMhBo!klbm%JP^<#Avv`pQnQFHe^p;?2AIR}PbLRlAO-KOWn5|GUXIEron(bUZ!& z>C79T$vap%XRAcg^!I3z+xSVZ@L~1bYE+^#lXt$n{;?2@`_gQ*A}G@qq$@unJvMw1 zYP+j{@+0|r%!_fuAdkcWFur3; zst+076Bh$!iWP{jQ;$-@oUvW^s~|pNX~6ol_u)q6?!^53qF}DXN@LMi!GVtPjesqgfHAk7d2(bHqnmoNuliuy+s(sE|>-tOPL&&Q9=D zVWsP#iXK2+tF{)7A?_^a6tp*bT>TkdrN-v=vm`PhXcZ|XMe5NWuiMu7DrH{Zwk$L| zDf@|_~T|6&ow*8Nsf^{3^n{7u4KvcU{^cb3gn9Z$5LO^}P7cp>C zS^3zRMz~>nS$m&H%H=kDYOwNjas7=|E#ah*o~qv%>7{gO4_-4_unS@`l^V-u`zrOl&-d{`CCCv7_^;0kywYokw78ourTt|O+qqj9WjZ1QeKtMh$Gvdy3g``dN z*~Dv_3VD7i|5ds?25MS;ZOTrBd%s=@oj(@>wEbqvr@|Gjyp29g3`G2WRf^ z(%;L~cbK2HP1yt(!2A1?Fw^X;p$?N*OB%R^q~QP40$A|{Ca5V*VFOzg?{ztQBBLdh zVt=L?Esl9(n{Eh+(w>1GoI4R9RIEQ712bIPLUw{=c0#Y}VfAr@s7hZyiOCa7ugg@Z zP%?O)f8W$3$NcGe+G~k1%C^t;1-{QTVnZ9ltZ1*vV7W_ao@z9W4d<$tw~+c=$08MC zc`2Sxb@!7iuOq^-Z%ace6A_LR`Mcrd^Ub z%%;w)Wtg&Lutb+lPNr*n{~3yL&Yh(v2I)cMaw7$AQ} ztLZf`pn^?TN)%tTJaDwG;gNUfF5=)_rDAqtgih!*2oIF(>qsD(d_&a*x z@S9?bg&>?{#WmOgubNmOnL$V1!|_4QeKd;V0*>1r5ZW%rYY&3ww^X*KN;FbS*J?1G z=XcsRD{XeJa}}8zUj?TeH?SW7~M+(98U*KWT@%$I!t9 z?2Np(iQl|4vz(PpP@k`a2sprEUrGq>ZIslrLu2b{LTR7)W5GkPAaJqB4|cKr5>U{9 zJ!xT?)=za4Ap>A=j^?40UgX$(2WayGYuGcaueXw-TE17*d4ifCUR=n3S9h`lrS2>{ zqF+aU^H3#2B1zhxVf~j@S~14}=*d~zZ?1B9Ypqg8K?W1BfQ24~JEvyJavO37A!_%EH zg0J-}LFNQ~%0Uy@7~Eo|lct3DKS&b#Ps&M-2?9i@SXtFdd9bKE*-|<63_WEv=HR)O ztNVAmDqrb8+oKVOk3%Os$62PH3MV6|etDCe!2>kadp`aSox0-D-*)oE zKWQkPGL6IRd3G zXeGeP%9gxZJALx+PFgTVQcR2-add;cZ3LadJI^GYgMw@jYzHiyAp3WTX0rUz=m6N> z_w!0sDic8H*WUqD^KInyR{gt9Onw!gMPU~GZlF>41A0`g5H_ghKJwWsf3|yP)q;RR z_z&16InPGvKx`ogU|&e^U-Kk;ILSSpu3&vC=1DJ^f(25e$k#}8US zawGRjXJ3O}S7eq)$H)v@KlXoM5n}UHM`AVyf-Eau$OVJvbGLVtae#gs} zod*ZL;>)_iZ-MA@nz`)N*>nINzbni%#d7u`2r&bjS1nbZPRGm@1=j&;wIH&>)bjLT zI3Y+mqDMi(Y=;PkkUQX{q$GYl){hM`r6`(PZ#VV^)i=dNZJ!=c zPn`?-BYPp{0wNIf;8OrerAtF!%#!g5NOI2snJjrau}4881Ts>$Hmj*<8Kw+le22m& z&0q<^7uUnICLhu|@Bm?R8&FfnWBNPHG*3HJ7^ow_yat2>+!J85B;{qGkO#IT?fwZC z78al*r)XWc5rH8Tj=uSf)R9o3+Sx*Et88Bc&1itfuYYSy$u@xh-`$FA82V>7ilI~z zt^VP_-)6*_HhS}9^>$8W(xhM%!9DW1B&ISUIt`sgTuhr==wBY_7v?}$4l&}N+yU=c znL6`V&^;P9TTbcdGa0DNiIFK-E$m?6vnp zOBGd&X+}$vw5dEx#&u3N4}wQ^1JCf)oBY{_g^#?%#iK^j!VO)${tgzyb zKwyRjgVGQ0iDPUFRD}~cp*slHK~1Qv3P_%=1wADymUEiokxr@mp7^HZi@37BZ zSKuWj*JYTd8=x}=~fZ3pDt+tOOqG@VR(R!zwVddspb~o%frewPXZeaPy5<$X z)M6(P(?Nr~j#nH_dt4Q&ofl*Fo4T-jic!Vk&=(|H`vudIv~-C zBW$Wr#HUKDv|y|d$>TDe73&H{BG_Zz;7sm-2^b!$J!a!bfLV?DQTFDyFZOVh=Oz|eCP&=frLnxfOHE3k#44>C>V5#FuJ?DQEG(L=n@9f zG3h$5`90@czdwHGy7&Vp4A|cBjQf7v6N7AOUpHHhKUnzR6J#q2}ZHQJ>DNyJ!eS7_D$-5 zk0+%}d!wFkdMwGjDFVo`DMvW)%ShXM-{;Qb#Zy4bx zjniU9%2HEXKRxUJ&k{a6c><@!+qgdWf?PoEOYlSy_(4V0_DvToU}#qbDmXb{4LA!0>pFw%l=GqBV!aPjLFR<6q5rEW?{^ zxqiKe{UT~@akeKvJWVn^MHo1Bc$Ezep-+{!_vEJz*E)n@joe_Tb0xU$Kv5Xp%&L?` z0;4(%%ZfOKyrJPl$jZ&%L2-^s)0T6mrNje$>_W4Agndl-H^B-b`AV{!xh>Y6z5Dvp z`HYm?bBFtI(K|-YCc9uq9eBQt)$7I3tPt(1W*n#S_=p#6`Lxl((8o#Z?fsq&rqC)~ zD1vQdhW;{6mZPfJj_S}sn3OslaqiwBEck21)jSo}rjyoM+2Al7PihG#l#Sx9k`{sKyv`D(yyu48uC<#vocR}~cZ+_jvZ%ZE!V zJ0Q_L-5q6n?Jb^ELV$Qg@2)j{`1j=pzxhl_5jjAJwowUYYRZz2-iCSc^Ahsxe7;c} zwEc!Q=(Ze6B8Pd&8lwGaDO;Nzl79=#cK>(mJl^7*e)roVZMcW+lQne{PbzsE7JUxq`ojlkkR)1Xt%Y+pp6n3s*XHCGe5v^pmpO z+Nt6my$IQ@lT(%AG$nKE)TVr^ zTFp<1dfGCKR)X}R>28znu|RV3A$VGmVlIy4VJ{I}+g-8PLQk*HQCym5w9@X#;X0NV z1U}GBBBe4ubk$L8DADeA^OvC-4wd0UQi9-tMh^*dz_|B5+Fty6ILiqla6$l|DyAT_ zF-yJiJz6qfdf{U%Hku!MTg(!OZ2e@CdmLz)U|!Y%C$cTL8!)Ms89S5!<9L;yf0BFM z9jD=1T#m+YT|!?~r&@^od7jnhm2J5S52;b=F^-0*JK+Wp6+?yVwO8XnZQTt-;&nI# zl-2fzWiX|6>Dvk;edTq(Xg@f!b-W-7=9^-_r@ z?U=sVdQV>+5evu+ToL1Css!R#5i4%P$k*`QJ0fal?|~TN0p2ur0iQI%T3m_R(=iPL zUYN;souw4eik`@T^3%V{@9Xo;w@tF|q99h{rbi02mbB^c`q2kX{@FVZr%~DI>V0j3 zQ?-^`W7qSFNw-xCMEyY$<$zR!$&O8tz}-LiqkR+cXJ@dBU$rv!EtX|2w`tS0*MeFA z|9tBR_=1XP*0uph{4{6eS#+UiPR%s@ zlQWE@>o3$Gu*p~O7LFR^tVN}MK&~L1lxmKPwmh$3GWi)fyhKI!Z5x^Q)eb~SAI$Ihi=GV$ zMg)UR9@ru_pA9;9gI_28<++GeJH1ayaj}KJKLf@_1PI_Ui6i9Gz|h$P_g+ZyIG0@t zV0x%Thy!$j?+(g*9eU0ib)tAZ=Da9FcEKLXbYS;nt9M+l6WKu4h?SXXmp~ zMIr*5vMWi9cs2FuS7+cx%(==^JHe1@($2^8u(GeTN6unpINS+sfqD(|ehRi0h4~uU zH(#RodO#<5ug4}NE%q_S83=r%>^b}4&c3+j*N2Hh>!^;}haryug5-L8_?jrNA)ySe zJq&W@ItUqm42mwMZ0ywq)8k6;r+e$pfh12u zn@&)!jZYS>@Cs0=Zd!c$c!gxi7AyQ2x@G-W}1^t6*YXT&d&wdAC z?2?JS_fk$xLo96Gb8`8+eQ5`PDuFjOw_#eC?@>R%`Ub{0b*f;}5(6Uh4nc65Y3!04uqL$z~?SH$ZB#<*|SUbR3 zI}96gcbU-DhvLA}oB$vS<61NcxH_s|iIBK&ynFQ4OB;(7cpiT_)g2hO9U1$Kd^P(3 zXiF^OJ$3Jcj{Sktae420cMmkAo7`i1&>sB1&mps5P5~w>d1T>t6EjpBvQv0%Tj+ny z%x%UZoUCQ|EZI~;`*S$9iE_}EGCx-wPQ3`b-A~sGla;|hT2B&}j3btBX%=WEK~}7r zaiYj-@G%m|Fv02&%g%qhxp4JYh8z_U0odMs1Rk3Y)y|364Jn`C@)K^#z@HA5YS&j6 z4=z4iJ&3zFdQ0K zunzy>nsVwnQ&;9_Um}EXH&_SC3)m+YM@OF6*8F)-2t8getwA?5WWq+*4>nu35e$XmWZ6r z$!U%l)?me-CAd(ieJ~SOG>=u_$HU9Z>TOzc+`|oyH~{PiGJsAXAO~!B?D`8o<+@pU zx}K>jTg@28+2XHY1kupYu&SX(o+RPYetJ2X?fNd<@k_Co;h9tyEu|E5rev$|EOAru zvG?OhATb5!5{u7cVBiCaS(`gkf2J#x*|yyA#@-A0$;^D#HcNO!nnMnji#rV-zj*!b zd%YO|%KmLBdgpjx7YC+E8IJhkjR_+_P6se*2o$=M>3NJV3xxz(M#D=$lrPz(JUGI7N#>pA8*(#r)2Mmv#S+nkZ=m_5}X zjZcE2{n)iNZ5((-emDg)DWwLZ)qSyY!?k&jZ?-4>yi)S45q)Z+?kUrLnJNB&IKVcXJuf)GZ#7C@`smf&^q-U;zs#$%dh7nszp{VjDoH>@ zA@R0Fgr}l$(f!S&x0b11$>nx61Ho?NriND|*Q-acRzB%x@36l>!!p?$n7h&y3fxG^ z-@xgY_IHEt_IFN$K`R_jT7F&Y#OvmdgmclOStG56ZwfQgvw?T*RMq%~%kC1D2UYt~ zPD_swzhk&!*)iSnu-G2^Z>)D~?I;%bPCGg+qFU_vwq6xgt>C<+PA`9qPMN5WhU+jm z7*x8d8Fec&E252@eMe07vfkpJGkR zGQZd!&ihzh_BflA>Z91uLIyV`V<#b9UhCM9o3_c%nUJ>DHPJu$KHl`K(x`w&qnqE^ zG>MV@&D-jo_W;{ugS+kxvCNItXeX)8WH)6abnuXDh2%d_$-#}zBnfPrwgUyJ;FhSP zkExf3hmU-O8~GH8p|^=!m!#cK`?8H2T|NCF|EOG7e3l-IP}vcZ5* z%i1RMw2hZN9{xFTr|eDs1CkG7`JDa38jSKAvoeU&5zD`W)y4LP&ho-EHcd}+b6U=# zpzF30O4TC}zcm1iM2XAS4%GH~^;l^yl&F}|k4gEW-Uttnco^9d!v31_0*c{p=33?p z$Qa8lwM8IXDd3!q)>KH4xHYOwT8q618zm9X&oOQI+q*IlJ8TwTVZ|gtb<|g@TTq+0 zfK&czTA3?e+DgKaT@`LkBkEvXx$SiZr72PGx!+@R{3(3GtMYQ#-Z7VK_Au@vY$hU9 zwkrDZt!orR`E zOjuUR@jAL4@19NT^THCq6C+1EQ>jqoW~?5E`;0{cyVzD85sdZJ(zn~#cLuXw~2&-e?m0xicqtRx~> zd!!5DD;W$UfSbnyt4fGz!s35zL{c1@)Ge>!#A1k4J_({Gv(+aKf1-lIj|`r;I=t`b zumC|KsJKbih%r%~N^a1Gsw=@8N}X3!)*%|%ypCUn=qYCIqIn+(E72dmBa@ShE)$AVXHw?)B(qxPO=LCn*j2{A;Xe@S<&KWB%ekW9nRwaH?fBJ7 z$Uv{Ke$YYQ%UVX-sym-toSl-Wa-(_r(Zj(X;W%&#XuQVQf6@|(mK6x5vSs%H*uF{0 zJofzx`gdCAS{8&|kl3`)k5Kmwb3wJ~{y%RF6e@xrzi*$5sFUzZ82QMZ%x5~!ZiQ&Y z%6{W;RW+|Il}4wMWT8~B&D5@6s};Rdv}vChbo|FYPq&YK_Qa+%Hk8g+{eFV{n(3<0 zGzl;f-(7tV`<3wZFuGD*PBhly;jiIu0(h+vWw%PI>aI3^6ov$`mGMD&W2E=IFKBo} zT;nXiwdtDOJFQcxD$|_q&QWC|?nER+g8iLG&!@-qYo>K-)4r43ot}fP=`|I83rQJs zQ0sJ(TU#AcQapzHly6sB{&Y%wSH`64dzO`!u4}^I{r%&C2xWs}@GjS`sEgB^MJ(E&TI#D0Aiu9k#V> z2fk@>sKgtq8c=u`3=Hq89rmgUY2?`=dP#z&Dx;b;TusV{Oe*Wk6Cd=E^my`IoU%h> z8@X|9tGAb&OkPmBrrb0Gd#=RD+ZA4eu});&)x55P;ltDw6=QthIH!?0`vsA3?|;h$ zaeleI6`{&j%gZ7Un^})nc1~mFfCLzrz;xlHQD!<|c*T_*DM{&qFnykM$xh4GT+3V) z=-(aoXkVNzO($Att=9bnjNaz_wYMCwHe%szsJ`D4!y3+cH34iXJ6UE_FFB#LK~-gP z?=4nZPrby89^V=WF0ZVLe(Q$n3yqn!+m|#Pl2qVGE@4ZuB_sN@BiR$Az2WGZ5Gn+3 z9g6pQe6%svBW!6Hr!w2%EW%GTXq=uC9)34xpptqv6}88^+90V|J6V{1oiCBNP^eH4 z?l?WEfzr;=vaUv>r+f2zMgGIAX*Cr-LMt6x*?mBo>fJJlVqzWM{k3Y7(LO0ZBa~S`j3-FKj1H zb~Kdc)ZG4cio+x!;{va%txfPvfQ4se0i7IZ61jnH>|V&4=YBC4^|u)i;yUToM9j3K z<|7#?77=Uu$$|d7pEdCWTxJ4$-@3pFzXcKQIDe}t%DVTDeFExqAW6%3N%Qv{$7qIc zalp7I9Wbi~Tol=qI*nX6+Atz=k31KfS6UQb#9sK4HxB%`|4IXOijog(6*>KBZeNE zX(7Y%zH4M|PH0i9%ZpYxcjW5-LVDSavh;&}&T#!4(4M0jKIPu{_)>M5IBDCY#m%`kxPcnYf#0d~ou zb{--*3=&5<87PvrR?p^t0*T!LVEsHW2l>t;4kALZ^PzdL)?PrTp0Mn|NkG`(8uCfQ z$-+C=otjCE@K4-11!NcRwM$=(Nkh%<$j`cx;bE6H?LxK}S|m2=4JUbFHONyyQVqvs z9AlDk-?uwpua7c*204`&+zxmi)>;sDC3w66iA-MW@ZoRQ{>#>r7E;V~0JKQE*{Ob>^Z%p_2XpIEl;)SeDFLkYJ6?7x zTH#T|pwSh^o)|*w)D9wK{IGuRI0}K@-c|~oR1aW2g29%PKSGfk#xUmw)Wb{6rk$g$ z9pVTgjW=?WUHbk@#NrRC)3)I^_z(OVphW?=Wqp@1by19@8Edp7lv=WTk9- z)+00XijMM!s^D%CW&%>C?_72}UlM@Co)4Da#55Dpjo__1SPCY^?AO(7s-U4_1J_MZ zA7oYP#~!KU3QV32PZ6}2e8>WIt zWMHuUfq~5YdDg!M0qHat;kJRHA$HWzl3s~iJDv~-WoH5-rY{}s+huC`!;*l26bvMw z%gUN>wQail;u-iw%7Gvi0BeAaPqIL$y{reQgu$o@qpko-bPGWp(rjEsN}y-;o^vGx zcv&~*-<2zaU}lLqG(k=@xikO*#iaM$t|?-!IKe^F3U#0UXFyj})=GoPO$S1F zZQGUd2Uw?=)GqX}G$X)Tr=7_AB+J`}gO(R_w)g-b_BSH8Fa0@jonSb&4x zQMR}Tj8WcS#e$!fdI@n7#epey#sr3BTzQr?S{|; z_wK;grS6H{*8!txy(_w1Z$UjyAJ0B>x*Z+vkVwSjw{aVlXCCdCF>uxe?hm{hpz{Sc z6kp9GY(#l)>qlIIbC;$P)i}Y{Ctn_8Gy{GJ*>?;o1=bcEh&6QCIG>|R?V#(Q0HXn% zb84ZGK#eH{juS_af`rKZJ;lwjtoDBUMbU?#2WS=`@$Fd4s7b0x=Wb0m>J$bsH!8tq zu&1;TYuZhLJyE8nYuC9dp2`Pt9f{i4HA5ywUDcJ`ytLFr1b>bO><6&32seKbmJMF| z_)~pPdfN{t43@~XOkMf2Wc_qx7n`|GHIjvBaA8Bx(eNULyx2A&7G<@c5IRnX%g@w; z)_*ced9Of|a{*_ERTmCUxX!f@8jFelha6+m!wM9-xdkL^Q0jJY@ z|3yg_1+ezcn1m4LIsls|U%f9b{}5Zm6)A7TGjN&$URrKd0{!Q^{e2N21wkT2(kFsD z%VV@uazzZjk$}+d{Pi^JcDB%k$F>xq8AYWUIPC1yl7M^|uy-mua6EyHkjo`~0h|Zg z&Vg-K%*|XD=1odNTD`HMl~wesVEt;bO8h(Upclfel4I;vNy462{D8KWn!u}ax6n*Z zQ=F>zH9Vl_2P@Gax43O)ydZ-9v_U0KP&GoVmqnI8)%4rcLbXUNqeC9A>Aik7s5QK4 z$=Qfjnl8k~MKihJJ7#)UVfdwIi?XktI$!ks{@O}a!1P+Y+ag6pG^!%lJ&`wQ2pQzy zJ{#mllOkXhy8LFzgw5DvAVl`lHq(mO{B^MkKz!b30nf4~r?}?kBLlg3BuzQk39bz4 zv2bRKl+rQ>R|lKi!0{yaZbS_oAwQ{{GU1S$@^sOAC|2dx^M;n}yIxb<7VIm4)d(!| z+pAckLkVXBpO({#9JI*)t4b0Svn*eRkoGQ+VW}CJ4SO%J|Kc^UtyV|oM1n343{5dq zu72H`u&ig|U>YZ@L-K5OPejXlH@mM|((K7G$T+J?CWn>>uu1YF(rXmTCJ}gFb-{et zUZjTmC($@ZzyUcm4Zz6pTR1AH=`YKZA+F`xc>?4ixS?(zRTQt=Uhw*Nn0?qF$y zef598IE>o(+j6Zu=DB_WwHrps2aHY&rZ$DIfJ3cs=$>!m%}t$msXz?9KK+gU{A}dL z0^D$~D{>m@SY<{l5@GcSm-V?t#;04i`z&K`eGbHV%=F$zN%;elQp9_#M=bY#-@Wxi z&R0f3`JPh3v&W~;9*dJr-F~b^=U7?cy%X*|SnBO%)9CEIX#6vDw9V;g{+;v5fY-3c zUTT`~_oUs6{CAt<;&~bqC7kaN0n!59OGlIDJsEPLmzxqM(RmT!;lv<4W1x&*tG3vT z%zi#5dUkdeYcq0Q6WnSez~zBOxtW`F<7>@BkTG$16IwKZbu|2@L>}19{7&XYCsfF+ z%Z~m`Ralwv<@dz)`)~n_1^B=^I=tJkRoYZuQ4xel5uDb z5NAFu6-#&b2Z_94yE){uvKMr>tKnR)m;~HR=F`(2Y0Rq#JVVw=v#RM%94*`k zOr6FUDEKXfb*jIT2$N3{0m`7arbJtrUzFjchM94lfS|D@Ax5OJ*%^~y%v^MsCwzz6Ie_cd?+YJvqb5HsuWm{a!%T>pu@?wyqV-bnwEZR4+5 zM$PQy7SJwsouSu3f(HTv(owV%Hx;A^`SbegNjwwh~Y9OE_x^uhy7yCHpSCB1e+Gqp3C;RylHd3-Dq zCg5{@wtj%2x;#kC&KU$Iih7r2oCROBdO#$k%{7nz;`Ot89|S<_3R<}4E?UD9H2o2k z?_dnL^4U~vgo_4e$ltz?Rd+U#*!uUsw$Ew?-Hm|<^m{&psjxL_4D6FCT)|&)kQ?C* zlqSG-dGK4_ch^0wtGm1VTktErw{5@}is6X@>}6?1dvv1~g<1#+L|q4TIATMhMoB*~ z#!t{>Ts$RY?}3;mtu1w=3(=FCB7lt2z5W`IX#g+1i>3 z38s*t7!pzS`Q0#2S#kc|Y>r?Tbgq0L{ey%jz6*simUZRfZ+0LsOTsGN`hiL!aC1;; zNN*c?4U9ONM9ouD4az#F#b0qGbhP4})t(#f?-@R8sA{bm21+0hY}B#;k! zwu9*nP6I-t^(^LCoQ0MTsJm4fmgT~ZOFzzeAuECggc()({m`~8>xRS+!;WEF-vrx} z^;pMVmHd1y-033rSCD8=>p#sL6DDbz@F*yCNY|sx-W}g07G>yqFI8|!36Jzu1cW|9 zk_TrX@Zs!QcDh>~KNd9oVZ^if&ju1wo`PQ_Y%G}OI#!Wxj*Yb2`eR&<@Ip_p&1(!lZ_>4e9N zFv-jyvgZ*I6}`GKT2Jz0eY0!Ll1}+STn<+`m;$nI7hDF9%H>dC7VY_#q-I}~=eSL1 zDbvmrKAiwz1OEZKzfocNrukCh)!R^wJf*Yod0T1A1~H1P(iEeuij{nQk2ueBdH5~( zrEtYtjKIoyd|H{61x`R-mR6!;c0 zA;gDk<;3rK?XP>b$%o2vdVcEQda-!0_D4Jaouvd{aECyYdGe8&_kz>sOkYSca)!-@ zb^7lMg1{yX1Ed7??LYXIq_=``txRmp>_t)5NQF<#SROxw{Rg~w?t9S15r_LybW?#L zq7U;B8dS*pjgD4P08Low_ zZ7JX%-$!avy&iZ_VyX}ugs(^txEX!hYK~nwhK0Yoq`hOmGQ)F8WcY;~n^X2^A-Ycdp z_#XTNis%03ttibdu9*{w_&z=JdmoGy3Jx4Ln&Be2kP>t;B9prLm&+JTQ;zDEYbh)q zmnkD_$(g|9>+=yijsEeFw?7JWB{F<`$$5riKDS@aDw7eYxNhfqQfy@r<;+Qta&t+@ z%lKj8uLg1PH*7ogF=h`_pJ!)1IaCzX?pqc!E9XTz$KU3^&W%AqV`^64<2|Bv= zm*U6c7Nv=GH2b2U;Iz^0_e_9DbnAV2xsnXuzt5O%sfOYG{XY-?_QfwnG5*c6LY()naAqKZNi3 zvW0Xl8^8=S{JYVo=*^L3D~9UK_m0CJ7?1398G z3|vDckEg8a{jbi|1+A}!ViXzu#_Q(GBb*3J&04+y;8!0XieMGNu4fsB0V^ClT|_^% z;u?Qh6Z&|4IITyt?QF0D^{mDVQJ`m8@)Pg@4t~jzc2L#HOU`=g(qhf6$pA^x%~x7c zCoGrRtX-+VCVkKk&Msbifx_iOIOL&xmFZ#pxd-NU3%ukf68CUdiblx6v=bC&klNZ> ztkoiZ^{fjF6#$GIU9ZkPpGVK)1`ZqcVD6q%R*}mftja%0mbc1~U>0D{k9eBTH;Wb? z>LkSO*6FjO^l&BI*N8A9?HXgd*TUbgc7GZsWQ@FC!el~)xgsuTR`fiRLM8w3r3PGM z$Z3m1S-m_R#sr>+U@&@^Rzds{j$3b4T!RU8XMnAeffV}W->HIO0)P(;PV!EmJNqec zwaBAe32tOyY^h&r(s6zc@&BtBFwSV~ImBJ>x$w`!yh zh&}tvc%H$?$p8`Eq+uq8Aa03uG0JOg3^`t8ggM|5{prKhi3guGmoCrH*XZA_Kiw6w z$S@!}N%Vja(5TSAyB3SMnwfzDOGxJIPDEdzf@;CRlXRFG5Q7Z^Db{abh_^CUs|p$` zI5a7N3oXvg{n!Hm?<+v(c07zH7CHpq?Z+I9`xpryz^*4svwCFeuJho6Dz}^O`Zpiu z8T@bejl5nBE-~D)A(yWQ6}E+AE64pPLL7w3_uSKd{nq!GYO~wB6-{4e9Gk-LIH@Rg zNQNo#1Ej*YV_E*G_bw;QuP8>xcd{im=-O-2z=-(j6g)IhakR+>f44L9Jo!H zmjbW~a9jN0+PZtCQP9Mgw$mHU>;pJ}k>+Rd<^}Vbt9lmVmE2ul`C30k`v1+EnwrXw zUl!C}ICr+9N)dRSr41KzeWi)}9wJX#fy6)JKFPcX(YtmmF>X5st}KEfxP++Q0{{M< zo3$GtRQ$0qmgjo9zg)5B;}kz4#JcDc5+U5|PXR1vcv0S|UwTG^K1|MlLjp8A`+%|k zNPV7W4Y{`UT_5aST#hz%+2aY}XqOikvfyn8aRC?>3GmI)k&wxwjS(q3LDUk+kxE3& z@gK|&$JD27_K%N>c-yVKQnM7g>$i_sKtsoC-WqmumUeR>nC-g-R3zYH1HsZ~EdKh6 z_D%)z)w_4Jm@5fLaC;I^W{2}}VnUZ{1=2pCFkI9+Cj2u;HPK~b^uK_#@)ZNZU@HdN zo+H{s4ip3jG!K=Dil$Fvfsk~5@oHYo?_3y+uCVJH)nc-Rm*qee0Puj1oI^*)!$Y)t z9%2(@Vy5j3et)&f7#+5%LXP60yg@=`gC|q1pd8~hsSo^0$#*_Pxs^^*f>yuP@Q(Y% z&Px6}P^OSdUzYEk+QFTvbU!pgsE8~|e(JZK>pBnT+2u*(%sYX%6eAbJRPM72$0DF4 zRkmrVpoc!}sbD0|B28OuOZ+Uso1WJ(K7$`PpjPqzB&M+Y*6P!@3|(%TEBPllA|HPB zRtk)s?pH;XAMA^k$#r!%W@IgUBGTROz#k#>*vx72f4gS5-$lGpYb~Nb%AR=h2r*Y0 zBjcI-6bx&Pc))dh?|D{lI1x|NquWC7m1D2~NfIt+O217&V-rEZk9fkT*sO1`g=1x9 zvNZEr*tfQPYUs<0#Qd~D8+Xo@-vC6ObXZP2F&`;$6yoSCM)%CV&hH(yVM6#*Qi;(L zJ;dx1n6KxO%J@jvHW=EXJ8K8Gv_%|lpudn5ZG2`$clw`3%$HUhuH9GH1ti4wJ(c8K z4xk1t_RJdeT&G^~n#gW0(EsVSM`;N&kdjK&K7!B8%Ov48wAv;iUNDNeFiHMR$ard9 zn|v<3kwg<7Qg^pH&!~wwiOMGt7zWF0YEZ+UA17Mhp7o(t;Q-=O1ACyqZBe&0-6qc| zymAqPENmS`vE2R+bYf@4Rs#JzmyEp<9=cEyk=^>h)Q}(wHQZ-}6}LVR@HpISvU`Dk z54AiyZL3+qhAEwLUrJqaNI54oL?j6C+UwvC6K)bKQU7$qIvY>k7qW*xvX)VvzrDUR zNv&cQ+ruCD`zVpZ-t?Yz$z7Hjh5*e>Uj8{^qPJM0Y_u-)Tno-gS}L#>&^lkkST{Zk zz(Nz>c5_%*h8BH7madqNtJ@3}g3EOwZ6QJdK z*0y-!X}T6?i;pUcQ~mpb!7!nX?Il5E7SFO$U$#t=NcgeTz+=6Mx|)ZgPIEGJJwPqp zI(T&9Crsm%>OqZc^d@VZFO~l7M-_mDMW3MjT=r#%qm8zrMVST6s08^^<=)3jkm4}ue*SJx2$g~H)}_7a1zsR1OP)uovS4e3jF%Oz5+X3$ zCwA0As8uoEc4>Kcg1>`Sf-(#D)ovlw$;Lp3f>yFOa-6zL+J~W1;{n zg|e6LObcRZZXvS9f0Nw(2<7%S$ML?;2dT(TkAX$__NMPYmadICuGAgZw3m z1xvP(D2e%uJR?u%=eLbAurbD(d^9oRN#3bJa@2HZflqxt4m+V_mySRIA^U~@b$KNDJnd=f7uEiLsh%w^dQ!-RHrTf12Ax zg1asVstZs@ss}A)LtgYl<-St4SJu)#vsLn26Zgb!(Jtk|Jxj4nDBCq7stj!2HEdNL zuA}WdR%-eFQo|liS^c$#{Dw3`4O~s*`eW&cG7Deyt3O%s;7HZcC)8T4tnrna$!a{@ zA(8?p%qsn?4a<9t4D!9T74Iduy{|hVXHdI;seHKfNAoo!$0X;eDL4-t$*E4Z zs(u)Wey8Ysr~bAT{;H%(%YhBq=%wB;aPEKclb-Sy*As?s6m7=j35I=NP&Uk*+QL-O zaC;g#ygA?D-#4-BG-L@SYKo`a-019g9Pz`JK)>NU>dy1PL)*c;eQ3*)hF$1dPeqr6 zneRb{lYmV2SeYCLB~=J@edV!UNX^iQ`a55x{I1x3rF>GTV+%<_8K(stAKAEJmBC{n z9`wd^?L?khgZY7%-ZR5-e6)-daj@Y_i)Nnjj`R@tCpfaJ*|Pj+HrCcVGgKCl&lPN* zZTwMfgWWF0rk)nt){yP5;d54`-i5YV>{xx^!Ql{%J(>(+kM<5=eLCxuZvM*l4a0EN ztvOe0zt>F9a+310rigzY9#qL^6msjL)@aN8X;3Q0#TI+mPKxl~Y2A9Q!3X zHv5D<^~U>t+k$(yg1t{f&Dej0O8GbFY=>$~Gf#$EN-w&zvz<;~7PkN0Np+@T=B5Ah z4{m|`zwZ7|Th)1=`TzgnDwm=;wF{dk`mcHg>kdG-f3<~STY>d5rIXQOoSIRGWy1Ev zELw(F)E*tLUtEK!GB8syQIFec0Y--UmX57>2{lf)3jtyZBU}eMZ-2y_QWvsTT_?3x zLsbyN2JGM!m6d|EyDmN?iFLni!TpCH2;@URcniMWcW_4(vN>J5bXxdEnmGEnyMBIq zx8=mF`D(|R(fC;1zK%m-LPZ%U|GVtVT0$tzeaXNE8_ZIs=H~FCobS8@T7(X;ezzzA z1BPQ&YMe7cld4XtV9W&X_s_58$P$C}WEFb={rF<5h@mEbv48i*APBB2KM znAYkMh&n1QjquaARRlfF)f&5rBbXDb6<2{j3v`7`pq~7+;!7y+^zvm$%|pxr9aBqQ z?6on1E;84=GuAQlj{W>lyr$F{OKn{p_vb}irQT6S@;YY`*} z#^yC^{scP7f1N9k%>&O%M=+s1sv*(ZFa*?hz8k9M&tg~>*5XSpE6mF!*)&qxLF-u2 z(h{zaCEyxxZzc-8J`AW?XEzPpf4DQ8u-n0uGynjx!)odZ-A21>W*q_eYNoD^Mfpu) z$Dm-{!%JLJ$w0PLA3*lT0{Fn>?WnfUA>UTU{5w2O?3Zs-uhz+9f zcD<|h=CGSB?P}ZhfG}X65cGo~q6Qu`%NnH;9|@vKI;eudn}@-f*WX-UfMNQTU%kIm z#pUW;gZpWh^rhUtIH?#GSxdIDZwGI-EO*$f;w{+FP@hLdt))u~I=edS|D2wno44j~Z4L@oo_ zO>m8qXdfsOu+9jCpuqKIe)`e8y=qu$OJWRZ1ddjXIiprE+8x_yr>bK;&o+G_&NuSN?cbnXuiW}5+28;O(gaNyaoCD;yPN)H|Cki2AAFDH$`k_#wpFa!?v9E`o~xz_4db|DD{?kKDt&C)m3 ztD?0icRCN8Vd-(5;0*V(0nn_oz>H5dyf1u!P;DO*^L_1}YMl7;ML#|(IL)apBtfs_ zIcaK@_K_d!c3K*$cvGgF4zuRlnWjo4gZ}_4s;?Ns9H^07uTLFxJ?p?W?=B^;1t1-Q zaq*|eiJ!wW&$VJ&LZtVfOt{{-uF%p1*=#_<9lV2I}D=Keb7^Ri|P zRw6Ofl!MPW=?lEh&dwms@Ugm%^xNVZ)uCH;e5$m+gqHZbp;?MqWN~iOqm2XGW;AGJ z5>Mo>&-Oc&5!>;@cXPUf-EvH#Xr$cdufDD)60d};Cz=+W8dgpJJ<0Rmjw>g!JZ3=% zrg5mp{2*i*xYWfr%^K+?3_>WohXsZ zmtS7ME(l&Cpb51%Wea4Mf%4bip%>Y@pI_%q#2V%bhZ6h;KoW=kfn&yA*040OA#WZY zxvgYx+n4?L3Mv!c&ElKgSRtrv2gHm19R{@|c9g<)T%pGC_LFWZ@S;1PePV_bZy5mP;sA zx8F?Cf8k}k6~q2?f697sK`e7PNffONQzAa%VSk81o6>>QvN*DlL`T3SPiVRXy#^zq z^8q)SW!zk`h!#tv(IkPXWC#gXucBsPa+&~mKNz3m>`rgeZIsBg+=eG;A9WxFEy51m z-%Kyt1{x4Te{Fa)>ky%IbO|kU;~RgpSCZr$ZWxaXEtGA}Wk%>EQi)A$JS#~Vd(#c0(o zhA$4iDVj?KVD}hnD+=F*VEauW3nSPZB4u_X&x$*D5Ti&Z@&>ih=D;rcVW{V)wSt+lS_nbL7rWZyKW1<_1yQDSx{CPt9DBjiy~Z8X~5z`9420! zc~gw5B1ftn=Zz#D23GN?->IMK?yN+r>o6hL=qXZ3$7ih>(sE&WaBQgQ)Bka#O22*h zuiZMoy6zl!wD!qVEVKB?H#cYdA=2>mnBB>yLzFh}qx+lxJ$M}Z*FLY@4}4qMgE*cY zeQGec?OOgdJ5}B?DLbo__S0H+zE^K5R}Qw1<`l0rDyeYi7={?*02lNkBAJ=F`a$dv zMM7c@@t-cHFT_zH<%O_Q^k6JApDTA8$~S}EdYdouhPE60Kz zLoOZI43ahZuu_)s4&Rn?uCw@=nuqvOl)+C*D7n%JQ^E{wRT_p rwV%*y1m z1tyn1v43s6aT4b0zI+CwNO}L${S;)TQd6DWR%y_x*@r-XIej<|KF%%;BU-a_W>-u% zI+j@=TdIlgr^LSJWZvI`xDQI=vPpD6RrJIYlJr(GZix)$Zzt{#iE+a%qkmyV3wCLH zN<~S83VvDts1T;`Ht*MqL^4Q_LRSlwA-5cvSM{Iru0>A`rppupm>D|?N14FQLB~T9 zp~0@&??>}{D*W7TCs(&(mu&(@*YwD3$%ek! zXHzP;snNYKBAL~=H-cDyH;KUNa74I2^&~Bq_xOFezkwNYIWvxoDuD8H?K_$P#86y~ z)9%w30hdme^r7_6?a|LQC!S76g!e5HzUUACJE=8}F4r->EG0U}VXBkYg|50vhWO)t z^X2m&USAfvQ^$Aoy{Vm?qU!Vp-fz|y)Eya+sC5LR*6le&SGIqEE@}FxO&sNZoV>ed ze$ot0i?*}Ym7h4!OPG~piSr}wkE zN8_CdwS2?gDz&l?vE}-Q!>p&pv8e1lTlosJyotzH)43eZ6DPW9v6Y8v5JIYeg#A;y ze$F}A03YiAwrO+GfoAvcWHBEJRA2-7?=w8h&;O5yr%!a9;@pf`-9P7mf)K3dF}Q7v zOCI!5dSY_lC{3PmMa&Puz(ke5cyO|Eaky@?3wm_wO)mehBwRRYr37-CqbqG$NiK@CXb8}oFsn2W&buZmggxi>YT0N--hYYEzy0PZ9SKIkqU}&+_Fm0C z98-Z|mH=1xKgC(;o;i5~(>oXrgB=iU%2t)JMC+q5e|Mm;z!cGCEypw%<~FzcJ1rN( zK2D%D*)m?-JYiHC+k~5)d=*v)=KX&~;^OsjT}GVoNwU3H&X~ggQ z$zKC&oHkHtmwjnJfXEpvNW5k12j1M;nTgeu0_fH7WtTsR!}LT1VB!8#M-p@?kD1eJy5D#^p=H1#ls_0?p0_vJdZn+p1|A4QJ$1OVb4x3;(g4tlCofo7XidYKM z3^wn)0O_~;vS4%Q@yc)hj^Ub@N#qI@_&q?ftW==;`VjE#KK_!~|L%|uY;6KAUBQI5 zEy!R({Ni(^Cl8FYT*Q36am2+qmkU+9nVUtnMi?$6&|MO(VMTU5xDs?_F7g${-;JpW z9G6$7N@z*q%Dn$qd)FGxR=S4WmQKg5V~K04+M33#rY>zXt~KcBh^nCogH%J*t%Ia8 zt)NuSAcRCvLW8>0wbHc2rKK9JxU`rpO{io9vDyXXD<&$&Rq$P=*vr*y7G_6hjL-#{*u6G@^vMDs_!sRMrR6< z*gBC;xMq)qCIt|%0NDRhrWdU>p+0lc5-lU(0dtZ`Fj>%f_i{|=Edc(&2EN^UzFnps z>t&m$PrQD;F_^2nciLj&$!&RAI2aCp#q%B$hl0+SqkaKX2&DMHurN7jZYPw^;(%2! zDBuBQ)zEv+4$oT7&cPS#drj)- z)^Rz>(Zm|fN5{2rI6{^Nv z- zwp5XI@8QfDVdl#^kRzY@sECgoz~lRu+o4E0bz8oVL}&c&@i83jv#LV4{AOlafETch zYL?qpR2SgJ6X;u`P=&UXGA>Eo` zUqqQ9y{p1M47|@_2-N868iepS$b`Cf!-`_0pRg@<<~nvghFv+b&r_Wi(!ha$K`4kh zU~r#6N^9abU0127XDZ4{>pD*dDHaD@Z5YqN)(@X97#k@*B!^gS=% z>83`gfoZGTdWB}`V*G-(ercil6MS91X`xFUof=wh;4KJuDt(R99 zx^_OMoGf=`OkK4?I4kSrp0hSe#;Xcpbss|0@brZUX8X(s920&!j)D|@JGMMn%N#o; zRKT1`#_t)~(bU=ONiogOQ~GAbE-oM}q{N|g{4xja*87TSK{&!#!#n8w3F zNEJClTLpdL)*N=t5TY1teOIDNYl+M|}N&m$9;phGR zD2MFA29#|Xhc6rysx_i+CY=zyu$r|ex_MbFI%xDO2l-u0#QV97jC4jD}Mh~w6yCd4E7vIc9BhM-Dc-0;5MYj3z_B zhhxjyM?NE~ywI(+2M@&WZ_RMejg+jfGc$8J(=#wuioN$^ye|IzJR4Dnx>TTL9O8@C z^-g%gx^{|IcJyPLyiik^0&>m;eqFKWsH;ZN_s-KRd)9m_;k;&j8+tVqDbD3e&3eXKp3MbkZ9Ijlh=n;3Vx z;Ri^V6{$8A!+#U-tBr&t|1{X&*iHsB{~zp3|3CdzrTA~0U;o=seY7cY?`}ze O!`ac*q2505#=ijIbPhZK From 2b4f62f98ed5fa49d2204061e146a9a4ccd916d9 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Fri, 8 Oct 2021 11:19:38 +0800 Subject: [PATCH 02/34] update install doc --- doc/doc_ch/environment.md | 47 ++++++++++++++++++--- doc/doc_en/environment_en.md | 80 ++++++++++++++++++++++++++++++------ 2 files changed, 109 insertions(+), 18 deletions(-) diff --git a/doc/doc_ch/environment.md b/doc/doc_ch/environment.md index a5500810..ef7fb415 100644 --- a/doc/doc_ch/environment.md +++ b/doc/doc_ch/environment.md @@ -1,6 +1,13 @@ # 运行环境准备 + Windows和Mac用户推荐使用Anaconda搭建Python环境,Linux用户建议使用docker搭建PyThon环境。 +推荐环境: +- PaddlePaddle >= 2.0.0 (2.1.2) +- python3.7 +- CUDA10.1 / CUDA10.2 +- CUDNN 7.6 + 如果对于Python环境熟悉的用户可以直接跳到第2步安装PaddlePaddle。 * [1. Python环境搭建](#1) @@ -8,6 +15,7 @@ Windows和Mac用户推荐使用Anaconda搭建Python环境,Linux用户建议使 + [1.2 Mac](#1.2) + [1.3 Linux](#1.3) * [2. 安装PaddlePaddle](#2) +* [3. 安装PaddleOCR依赖](#3) @@ -123,13 +131,13 @@ Windows和Mac用户推荐使用Anaconda搭建Python环境,Linux用户建议使 # !! Contents within this block are managed by 'conda init' !! __conda_setup="$('/Users/xxx/opt/anaconda3/bin/conda' 'shell.bash' 'hook' 2> /dev/null)" if [ $? -eq 0 ]; then - eval "$__conda_setup" + eval "$__conda_setup" else - if [ -f "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" ]; then - . "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" - else - export PATH="/Users/xxx/opt/anaconda3/bin:$PATH" - fi + if [ -f "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" ]; then + . "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" + else + export PATH="/Users/xxx/opt/anaconda3/bin:$PATH" + fi fi unset __conda_setup # <<< conda initialize <<< @@ -303,6 +311,14 @@ sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=hos # ctrl+P+Q可退出docker 容器,重新进入docker 容器使用如下命令 sudo docker container exec -it ppocr /bin/bash ``` +docker 环境中默认的python3 版本为python3.5,PaddleOCR 建议使用Python3.7,在执行python命令时,可以使用python3.7而不是python3。如下,输入python3.7命令并回车,可以看到使用的是python3.7版本。 +``` +λ root@Linux /paddle python3.7 +Python 3.7.0 (default, Aug 2 2021, 05:30:22) +[GCC 8.2.0] on linux +Type "help", "copyright", "credits" or "license" for more information. +>>> +``` @@ -322,7 +338,26 @@ python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple 更多的版本需求,请参照[飞桨官网安装文档](https://www.paddlepaddle.org.cn/install/quick)中的说明进行操作。 + +## 3. 安装PaddleOCR依赖 +下载paddleOCR 代码 +``` +【推荐】git clone https://github.com/PaddlePaddle/PaddleOCR +如果因为网络问题无法pull成功,也可选择使用码云上的托管: +git clone https://gitee.com/paddlepaddle/PaddleOCR +注:码云托管代码可能无法实时同步本github项目更新,存在3~5天延时,请优先使用推荐方式。 +``` + +安装PaddleOCR 依赖 +``` +cd PaddleOCR +pip3 install -r requirements.txt +# docker 中使用pip3.7 代替pip3 +# pip3.7 install -r requirements.txt +``` + +注意,windows环境下,建议从[这里](https://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely)下载shapely安装包完成安装, 直接通过pip安装的shapely库可能出现[winRrror 126] 找不到指定模块的问题。 diff --git a/doc/doc_en/environment_en.md b/doc/doc_en/environment_en.md index 96a46cce..bc93cc74 100644 --- a/doc/doc_en/environment_en.md +++ b/doc/doc_en/environment_en.md @@ -1,10 +1,18 @@ # Environment Preparation +Recommended working environment: +- PaddlePaddle >= 2.0.0 (2.1.2) +- python3.7 +- CUDA10.1 / CUDA10.2 +- CUDNN 7.6 + * [1. Python Environment Setup](#1) + [1.1 Windows](#1.1) + [1.2 Mac](#1.2) + [1.3 Linux](#1.3) * [2. Install PaddlePaddle 2.0](#2) +* [3. Install PaddleOCR Dependencies](#3) + @@ -38,7 +46,7 @@ - Check conda to add environment variables and ignore the warning that add conda to path - + #### 1.1.2 Opening the terminal and creating the conda environment @@ -69,7 +77,7 @@ # View the current location of python where python ``` - + create environment The above anaconda environment and python environment are installed @@ -133,13 +141,13 @@ The above anaconda environment and python environment are installed # !!! Contents within this block are managed by 'conda init' !!! __conda_setup="$('/Users/xxx/opt/anaconda3/bin/conda' 'shell.bash' 'hook' 2> /dev/null)" if [ $? -eq 0 ]; then - eval "$__conda_setup" + eval "$__conda_setup" else - if [ -f "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" ]; then - . "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" - else - export PATH="/Users/xxx/opt/anaconda3/bin:$PATH" - fi + if [ -f "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" ]; then + . "/Users/xxx/opt/anaconda3/etc/profile.d/conda.sh" + else + export PATH="/Users/xxx/opt/anaconda3/bin:$PATH" + fi fi unset __conda_setup # <<< conda initialize <<< @@ -197,11 +205,11 @@ Linux users can choose to run either Anaconda or Docker. If you are familiar wit - **Download Anaconda**. - Download at: https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/?C=M&O=D - + - + - Select the appropriate version for your operating system - Type `uname -m` in the terminal to check the command set used by your system @@ -216,12 +224,12 @@ Linux users can choose to run either Anaconda or Docker. If you are familiar wit sudo yum install wget # CentOS ``` ```bash - # Then use wget to download from Tsinghua source + # Then use wget to download from Tsinghua source # If you want to download Anaconda3-2021.05-Linux-x86_64.sh, the download command is as follows wget https://mirrors.tuna.tsinghua.edu.cn/anaconda/archive/Anaconda3-2021.05-Linux-x86_64.sh # If you want to download another version, you need to change the file name after the last 1 / to the version you want to download ``` - + - To install Anaconda. - Type `sh Anaconda3-2021.05-Linux-x86_64.sh` at the command line @@ -310,6 +318,25 @@ cd /home/Projects # If using CPU, use docker instead of nvidia-docker to create docker sudo docker run --name ppocr -v $PWD:/paddle --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash + +# If using GPU, use nvidia-docker to create docker +sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash + +``` +You can also visit [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to get the image that fits your machine. + +``` +# ctrl+P+Q to exit docker, to re-enter docker using the following command: +sudo docker container exec -it ppocr /bin/bash +``` + +The default python3 version in the docker environment is python3.5. Python3.7 is recommended to run PaddleOCR. When executing python commands, you can use python3.7 instead of python3. As follows, enter the python3.7 command and press Enter, you can see that the python3.7 version is used. +``` +λ root@Linux /paddle python3.7 +Python 3.7.0 (default, Aug 2 2021, 05:30:22) +[GCC 8.2.0] on linux +Type "help", "copyright", "credits" or "license" for more information. +>>> ``` @@ -330,3 +357,32 @@ python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple For more software version requirements, please refer to the instructions in [Installation Document](https://www.paddlepaddle.org.cn/install/quick) for operation. + +## 3. Install PaddleOCR Dependencies + +Download PaddleOCR code. +``` +# Recommend +git clone https://github.com/PaddlePaddle/PaddleOCR + +# If you cannot pull successfully due to network problems, you can also choose to use the code hosting on the cloud: + +git clone https://gitee.com/paddlepaddle/PaddleOCR + +# Note: The cloud-hosting code may not be able to synchronize the update with this GitHub project in real time. There might be a delay of 3-5 days. Please give priority to the recommended method. +``` + +Install third-party libraries +``` +cd PaddleOCR +pip3 install -r requirements.txt +# use pip3.7 instead of pip3 in docker +# pip3.7 install -r requirements.txt + +``` + +If you getting this error OSError: [WinError 126] The specified module could not be found when you install shapely on windows. + +Please try to download Shapely whl file using [http://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely](http://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely). + +Reference: [Solve shapely installation on windows](https://stackoverflow.com/questions/44398265/install-shapely-oserror-winerror-126-the-specified-module-could-not-be-found) From cf35373ba1ef566b1aa38da12a421458c3b67d30 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Fri, 8 Oct 2021 11:49:58 +0800 Subject: [PATCH 03/34] fix_doc --- doc/doc_ch/environment.md | 3 +++ doc/doc_en/environment_en.md | 2 ++ 2 files changed, 5 insertions(+) diff --git a/doc/doc_ch/environment.md b/doc/doc_ch/environment.md index ef7fb415..068c2a38 100644 --- a/doc/doc_ch/environment.md +++ b/doc/doc_ch/environment.md @@ -311,6 +311,7 @@ sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=hos # ctrl+P+Q可退出docker 容器,重新进入docker 容器使用如下命令 sudo docker container exec -it ppocr /bin/bash ``` + docker 环境中默认的python3 版本为python3.5,PaddleOCR 建议使用Python3.7,在执行python命令时,可以使用python3.7而不是python3。如下,输入python3.7命令并回车,可以看到使用的是python3.7版本。 ``` λ root@Linux /paddle python3.7 @@ -327,12 +328,14 @@ Type "help", "copyright", "credits" or "license" for more information. - 如果您的机器安装的是CUDA9或CUDA10,请运行以下命令安装 ```bash +# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle-gpu -i https://mirror.baidu.com/pypi/simple ``` - 如果您的机器是CPU,请运行以下命令安装 ```bash +# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple ``` diff --git a/doc/doc_en/environment_en.md b/doc/doc_en/environment_en.md index bc93cc74..a091955f 100644 --- a/doc/doc_en/environment_en.md +++ b/doc/doc_en/environment_en.md @@ -346,12 +346,14 @@ Type "help", "copyright", "credits" or "license" for more information. - If you have cuda9 or cuda10 installed on your machine, please run the following command to install ```bash +# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle-gpu -i https://mirror.baidu.com/pypi/simple ``` - If you only have cpu on your machine, please run the following command to install ```bash +# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple ``` From ecb49e8df3946f16b95e78da28eb5673da2fd9b9 Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Tue, 12 Oct 2021 16:20:37 +0800 Subject: [PATCH 04/34] rm unused import --- ppocr/modeling/backbones/rec_mv1_enhance.py | 15 +++------------ 1 file changed, 3 insertions(+), 12 deletions(-) diff --git a/ppocr/modeling/backbones/rec_mv1_enhance.py b/ppocr/modeling/backbones/rec_mv1_enhance.py index fe874fac..a5261945 100644 --- a/ppocr/modeling/backbones/rec_mv1_enhance.py +++ b/ppocr/modeling/backbones/rec_mv1_enhance.py @@ -16,26 +16,17 @@ from __future__ import absolute_import from __future__ import division from __future__ import print_function +import math import numpy as np import paddle -from paddle import ParamAttr +from paddle import ParamAttr, reshape, transpose import paddle.nn as nn import paddle.nn.functional as F from paddle.nn import Conv2D, BatchNorm, Linear, Dropout from paddle.nn import AdaptiveAvgPool2D, MaxPool2D, AvgPool2D from paddle.nn.initializer import KaimingNormal -import math -import numpy as np -import paddle -from paddle import ParamAttr, reshape, transpose, concat, split -import paddle.nn as nn -import paddle.nn.functional as F -from paddle.nn import Conv2D, BatchNorm, Linear, Dropout -from paddle.nn import AdaptiveAvgPool2D, MaxPool2D, AvgPool2D -from paddle.nn.initializer import KaimingNormal -import math -from paddle.nn.functional import hardswish, hardsigmoid from paddle.regularizer import L2Decay +from paddle.nn.functional import hardswish, hardsigmoid class ConvBNLayer(nn.Layer): From 497ce43261cbfce4770704b2ffe2fc3942c41547 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Tue, 12 Oct 2021 17:57:53 +0800 Subject: [PATCH 05/34] fix BGR --- configs/e2e/e2e_r50_vd_pg.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/configs/e2e/e2e_r50_vd_pg.yml b/configs/e2e/e2e_r50_vd_pg.yml index 4a6e19f4..c4c5226e 100644 --- a/configs/e2e/e2e_r50_vd_pg.yml +++ b/configs/e2e/e2e_r50_vd_pg.yml @@ -94,7 +94,7 @@ Eval: label_file_list: [./train_data/total_text/test/test.txt] transforms: - DecodeImage: # load image - img_mode: RGB + img_mode: BGR channel_first: False - E2ELabelEncodeTest: - E2EResizeForTest: @@ -111,4 +111,4 @@ Eval: shuffle: False drop_last: False batch_size_per_card: 1 # must be 1 - num_workers: 2 \ No newline at end of file + num_workers: 2 From 7fbe65e80f5ff2d856b35ed8ae55b417b950ee98 Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Tue, 12 Oct 2021 18:17:26 +0800 Subject: [PATCH 06/34] BGR not RGB --- tools/infer/predict_e2e.py | 1 - 1 file changed, 1 deletion(-) diff --git a/tools/infer/predict_e2e.py b/tools/infer/predict_e2e.py index 8ff279d7..5029d605 100755 --- a/tools/infer/predict_e2e.py +++ b/tools/infer/predict_e2e.py @@ -141,7 +141,6 @@ if __name__ == "__main__": img, flag = check_and_read_gif(image_file) if not flag: img = cv2.imread(image_file) - img = img[:, :, ::-1] if img is None: logger.info("error in loading image:{}".format(image_file)) continue From b0b3dd91b3b8e256207f67e079067b6b4965631e Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Tue, 12 Oct 2021 19:15:18 +0800 Subject: [PATCH 07/34] update docker --- doc/doc_ch/environment.md | 45 ++++----------------------------- doc/doc_en/environment_en.md | 48 +++--------------------------------- 2 files changed, 8 insertions(+), 85 deletions(-) diff --git a/doc/doc_ch/environment.md b/doc/doc_ch/environment.md index 068c2a38..3a266c4b 100644 --- a/doc/doc_ch/environment.md +++ b/doc/doc_ch/environment.md @@ -15,7 +15,6 @@ Windows和Mac用户推荐使用Anaconda搭建Python环境,Linux用户建议使 + [1.2 Mac](#1.2) + [1.3 Linux](#1.3) * [2. 安装PaddlePaddle](#2) -* [3. 安装PaddleOCR依赖](#3) @@ -302,25 +301,17 @@ cd /home/Projects # 首次运行需创建一个docker容器,再次运行时不需要运行当前命令 # 创建一个名字为ppocr的docker容器,并将当前目录映射到容器的/paddle目录下 -如果您希望在CPU环境下使用docker,使用docker而不是nvidia-docker创建docker -sudo docker run --name ppocr -v $PWD:/paddle --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash +#如果您希望在CPU环境下使用docker,使用docker而不是nvidia-docker创建docker +sudo docker run --name ppocr -v $PWD:/paddle --network=host -it registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda10.2-cudnn7 /bin/bash -如果使用CUDA10,请运行以下命令创建容器,设置docker容器共享内存shm-size为64G,建议设置32G以上 -sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash +#如果使用CUDA10,请运行以下命令创建容器,设置docker容器共享内存shm-size为64G,建议设置32G以上 +# 如果是CUDA11+CUDNN8,推荐使用镜像registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda11.2-cudnn8 +sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=host -it registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda10.2-cudnn7 /bin/bash # ctrl+P+Q可退出docker 容器,重新进入docker 容器使用如下命令 sudo docker container exec -it ppocr /bin/bash ``` -docker 环境中默认的python3 版本为python3.5,PaddleOCR 建议使用Python3.7,在执行python命令时,可以使用python3.7而不是python3。如下,输入python3.7命令并回车,可以看到使用的是python3.7版本。 -``` -λ root@Linux /paddle python3.7 -Python 3.7.0 (default, Aug 2 2021, 05:30:22) -[GCC 8.2.0] on linux -Type "help", "copyright", "credits" or "license" for more information. ->>> -``` - ## 2. 安装PaddlePaddle @@ -328,39 +319,13 @@ Type "help", "copyright", "credits" or "license" for more information. - 如果您的机器安装的是CUDA9或CUDA10,请运行以下命令安装 ```bash -# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle-gpu -i https://mirror.baidu.com/pypi/simple ``` - 如果您的机器是CPU,请运行以下命令安装 ```bash -# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple ``` 更多的版本需求,请参照[飞桨官网安装文档](https://www.paddlepaddle.org.cn/install/quick)中的说明进行操作。 - - -## 3. 安装PaddleOCR依赖 - -下载paddleOCR 代码 -``` -【推荐】git clone https://github.com/PaddlePaddle/PaddleOCR - -如果因为网络问题无法pull成功,也可选择使用码云上的托管: - -git clone https://gitee.com/paddlepaddle/PaddleOCR - -注:码云托管代码可能无法实时同步本github项目更新,存在3~5天延时,请优先使用推荐方式。 -``` - -安装PaddleOCR 依赖 -``` -cd PaddleOCR -pip3 install -r requirements.txt -# docker 中使用pip3.7 代替pip3 -# pip3.7 install -r requirements.txt -``` - -注意,windows环境下,建议从[这里](https://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely)下载shapely安装包完成安装, 直接通过pip安装的shapely库可能出现[winRrror 126] 找不到指定模块的问题。 diff --git a/doc/doc_en/environment_en.md b/doc/doc_en/environment_en.md index a091955f..9aad92ca 100644 --- a/doc/doc_en/environment_en.md +++ b/doc/doc_en/environment_en.md @@ -11,7 +11,6 @@ Recommended working environment: + [1.2 Mac](#1.2) + [1.3 Linux](#1.3) * [2. Install PaddlePaddle 2.0](#2) -* [3. Install PaddleOCR Dependencies](#3) @@ -210,7 +209,6 @@ Linux users can choose to run either Anaconda or Docker. If you are familiar wit - - Select the appropriate version for your operating system - Type `uname -m` in the terminal to check the command set used by your system @@ -317,10 +315,11 @@ cd /home/Projects # Create a docker container named ppocr and map the current directory to the /paddle directory of the container # If using CPU, use docker instead of nvidia-docker to create docker -sudo docker run --name ppocr -v $PWD:/paddle --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash +sudo docker run --name ppocr -v $PWD:/paddle --network=host -it registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda10.2-cudnn7 /bin/bash # If using GPU, use nvidia-docker to create docker -sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=host -it paddlepaddle/paddle:latest-dev-cuda10.1-cudnn7-gcc82 /bin/bash +# docker image registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda11.2-cudnn8 is recommended for CUDA11.2 + CUDNN8. +sudo nvidia-docker run --name ppocr -v $PWD:/paddle --shm-size=64G --network=host -it registry.baidubce.com/paddlepaddle/paddle:2.1.3-gpu-cuda10.2-cudnn7 /bin/bash ``` You can also visit [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags/) to get the image that fits your machine. @@ -330,15 +329,6 @@ You can also visit [DockerHub](https://hub.docker.com/r/paddlepaddle/paddle/tags sudo docker container exec -it ppocr /bin/bash ``` -The default python3 version in the docker environment is python3.5. Python3.7 is recommended to run PaddleOCR. When executing python commands, you can use python3.7 instead of python3. As follows, enter the python3.7 command and press Enter, you can see that the python3.7 version is used. -``` -λ root@Linux /paddle python3.7 -Python 3.7.0 (default, Aug 2 2021, 05:30:22) -[GCC 8.2.0] on linux -Type "help", "copyright", "credits" or "license" for more information. ->>> -``` - ## 2. Install PaddlePaddle 2.0 @@ -346,45 +336,13 @@ Type "help", "copyright", "credits" or "license" for more information. - If you have cuda9 or cuda10 installed on your machine, please run the following command to install ```bash -# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle-gpu -i https://mirror.baidu.com/pypi/simple ``` - If you only have cpu on your machine, please run the following command to install ```bash -# use python3.7 instead of python3 in docker python3 -m pip install paddlepaddle -i https://mirror.baidu.com/pypi/simple ``` For more software version requirements, please refer to the instructions in [Installation Document](https://www.paddlepaddle.org.cn/install/quick) for operation. - - -## 3. Install PaddleOCR Dependencies - -Download PaddleOCR code. -``` -# Recommend -git clone https://github.com/PaddlePaddle/PaddleOCR - -# If you cannot pull successfully due to network problems, you can also choose to use the code hosting on the cloud: - -git clone https://gitee.com/paddlepaddle/PaddleOCR - -# Note: The cloud-hosting code may not be able to synchronize the update with this GitHub project in real time. There might be a delay of 3-5 days. Please give priority to the recommended method. -``` - -Install third-party libraries -``` -cd PaddleOCR -pip3 install -r requirements.txt -# use pip3.7 instead of pip3 in docker -# pip3.7 install -r requirements.txt - -``` - -If you getting this error OSError: [WinError 126] The specified module could not be found when you install shapely on windows. - -Please try to download Shapely whl file using [http://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely](http://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely). - -Reference: [Solve shapely installation on windows](https://stackoverflow.com/questions/44398265/install-shapely-oserror-winerror-126-the-specified-module-could-not-be-found) From b4161616f38fe3f1326405db4ae4fec6cf36c355 Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Wed, 13 Oct 2021 14:05:22 +0800 Subject: [PATCH 08/34] Update rec_mv1_enhance.py --- ppocr/modeling/backbones/rec_mv1_enhance.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppocr/modeling/backbones/rec_mv1_enhance.py b/ppocr/modeling/backbones/rec_mv1_enhance.py index a5261945..04a909b8 100644 --- a/ppocr/modeling/backbones/rec_mv1_enhance.py +++ b/ppocr/modeling/backbones/rec_mv1_enhance.py @@ -1,4 +1,4 @@ -# copyright (c) 2020 PaddlePaddle Authors. All Rights Reserve. +# copyright (c) 2021 PaddlePaddle Authors. All Rights Reserve. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. From e28521e3019cd82792cb2729c3ac849b54d3516d Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Wed, 13 Oct 2021 16:26:26 +0800 Subject: [PATCH 09/34] fix bug --- ppocr/modeling/necks/rnn.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/ppocr/modeling/necks/rnn.py b/ppocr/modeling/necks/rnn.py index de87b3d9..86e64902 100644 --- a/ppocr/modeling/necks/rnn.py +++ b/ppocr/modeling/necks/rnn.py @@ -51,7 +51,7 @@ class EncoderWithFC(nn.Layer): super(EncoderWithFC, self).__init__() self.out_channels = hidden_size weight_attr, bias_attr = get_para_bias_attr( - l2_decay=0.00001, k=in_channels, name='reduce_encoder_fea') + l2_decay=0.00001, k=in_channels) self.fc = nn.Linear( in_channels, hidden_size, From 008876d482751f470772f1fbfa7be6a5cb40c29f Mon Sep 17 00:00:00 2001 From: LDOUBLEV Date: Wed, 13 Oct 2021 19:19:44 +0800 Subject: [PATCH 10/34] add copy paste and fix bug --- configs/det/ch_PP-OCRv2/ch_PP-OCR_det_cml.yml | 1 + configs/det/ch_PP-OCRv2/ch_PP-OCR_det_distill.yml | 4 ++-- configs/det/ch_PP-OCRv2/ch_PP-OCR_det_dml.yml | 1 + 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_cml.yml b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_cml.yml index 0f08909a..ab484a44 100644 --- a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_cml.yml +++ b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_cml.yml @@ -141,6 +141,7 @@ Train: img_mode: BGR channel_first: False - DetLabelEncode: # Class handling label + - CopyPaste: - IaaAugment: augmenter_args: - { 'type': Fliplr, 'args': { 'p': 0.5 } } diff --git a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_distill.yml b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_distill.yml index 1159d71b..46daeeb8 100644 --- a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_distill.yml +++ b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_distill.yml @@ -68,8 +68,7 @@ Loss: ohem_ratio: 3 - DistillationDBLoss: weight: 1.0 - model_name_list: ["Student", "Teacher"] - # key: maps + model_name_list: ["Student"] name: DBLoss balance_loss: true main_loss_type: DiceLoss @@ -116,6 +115,7 @@ Train: img_mode: BGR channel_first: False - DetLabelEncode: # Class handling label + - CopyPaste: - IaaAugment: augmenter_args: - { 'type': Fliplr, 'args': { 'p': 0.5 } } diff --git a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_dml.yml b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_dml.yml index 7fe2d2e1..bfbc3b62 100644 --- a/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_dml.yml +++ b/configs/det/ch_PP-OCRv2/ch_PP-OCR_det_dml.yml @@ -118,6 +118,7 @@ Train: img_mode: BGR channel_first: False - DetLabelEncode: # Class handling label + - CopyPaste: - IaaAugment: augmenter_args: - { 'type': Fliplr, 'args': { 'p': 0.5 } } From e760df4b1e59f98ee98b084746e3cf781e25cc9e Mon Sep 17 00:00:00 2001 From: andyjpaddle Date: Wed, 13 Oct 2021 11:40:38 +0000 Subject: [PATCH 11/34] add sar dict --- ppocr/losses/rec_sar_loss.py | 9 ++-- ppocr/utils/dict90.txt | 90 ++++++++++++++++++++++++++++++++++++ 2 files changed, 96 insertions(+), 3 deletions(-) create mode 100644 ppocr/utils/dict90.txt diff --git a/ppocr/losses/rec_sar_loss.py b/ppocr/losses/rec_sar_loss.py index 9e1c6495..c8bd8bb0 100644 --- a/ppocr/losses/rec_sar_loss.py +++ b/ppocr/losses/rec_sar_loss.py @@ -9,11 +9,14 @@ from paddle import nn class SARLoss(nn.Layer): def __init__(self, **kwargs): super(SARLoss, self).__init__() - self.loss_func = paddle.nn.loss.CrossEntropyLoss(reduction="mean", ignore_index=96) + self.loss_func = paddle.nn.loss.CrossEntropyLoss( + reduction="mean", ignore_index=92) def forward(self, predicts, batch): - predict = predicts[:, :-1, :] # ignore last index of outputs to be in same seq_len with targets - label = batch[1].astype("int64")[:, 1:] # ignore first index of target in loss calculation + predict = predicts[:, : + -1, :] # ignore last index of outputs to be in same seq_len with targets + label = batch[1].astype( + "int64")[:, 1:] # ignore first index of target in loss calculation batch_size, num_steps, num_classes = predict.shape[0], predict.shape[ 1], predict.shape[2] assert len(label.shape) == len(list(predict.shape)) - 1, \ diff --git a/ppocr/utils/dict90.txt b/ppocr/utils/dict90.txt new file mode 100644 index 00000000..a945ae9c --- /dev/null +++ b/ppocr/utils/dict90.txt @@ -0,0 +1,90 @@ +0 +1 +2 +3 +4 +5 +6 +7 +8 +9 +a +b +c +d +e +f +g +h +i +j +k +l +m +n +o +p +q +r +s +t +u +v +w +x +y +z +A +B +C +D +E +F +G +H +I +J +K +L +M +N +O +P +Q +R +S +T +U +V +W +X +Y +Z +! +" +# +$ +% +& +' +( +) +* ++ +, +- +. +/ +: +; +< += +> +? +@ +[ +\ +] +_ +` +~ \ No newline at end of file From 283b46c46664a76021c0e79703adbcfe6ac40e31 Mon Sep 17 00:00:00 2001 From: andyjpaddle Date: Thu, 14 Oct 2021 01:42:34 +0000 Subject: [PATCH 12/34] update sar dict --- configs/rec/rec_r31_sar.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/configs/rec/rec_r31_sar.yml b/configs/rec/rec_r31_sar.yml index 41609fdf..f6fdc41c 100644 --- a/configs/rec/rec_r31_sar.yml +++ b/configs/rec/rec_r31_sar.yml @@ -15,7 +15,7 @@ Global: infer_img: # for data or label process character_dict_path: ppocr/utils/dict90.txt - character_type: EN_symbol + character_type: ch max_text_length: 30 infer_mode: False use_space_char: False From 60eb741a133cb334be70010e2aa774f9eaa6c89c Mon Sep 17 00:00:00 2001 From: andyjpaddle Date: Thu, 14 Oct 2021 03:01:19 +0000 Subject: [PATCH 13/34] add sar dict --- configs/rec/rec_r31_sar.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/configs/rec/rec_r31_sar.yml b/configs/rec/rec_r31_sar.yml index f6fdc41c..41609fdf 100644 --- a/configs/rec/rec_r31_sar.yml +++ b/configs/rec/rec_r31_sar.yml @@ -15,7 +15,7 @@ Global: infer_img: # for data or label process character_dict_path: ppocr/utils/dict90.txt - character_type: ch + character_type: EN_symbol max_text_length: 30 infer_mode: False use_space_char: False From d13456012f7289dd8e339d0be895c196a214172f Mon Sep 17 00:00:00 2001 From: MissPenguin Date: Thu, 14 Oct 2021 03:05:49 +0000 Subject: [PATCH 14/34] update doc --- tests/docs/guide.png | Bin 0 -> 141626 bytes tests/docs/test.png | Bin 0 -> 73491 bytes tests/docs/test_python.md | 79 ++++++++++++++++++++ tests/readme.md | 147 ++++++++++++++++++++++---------------- 4 files changed, 165 insertions(+), 61 deletions(-) create mode 100644 tests/docs/guide.png create mode 100644 tests/docs/test.png create mode 100644 tests/docs/test_python.md diff --git a/tests/docs/guide.png b/tests/docs/guide.png new file mode 100644 index 0000000000000000000000000000000000000000..319ac819daff38ed77e84cdff2b122e8bc4a8e5f GIT binary patch literal 141626 zcmeFZcT`hZ_XdoDqQd|(3aB&%6_qB4^yVO93f`o8o2-ZKAuYkg~dvldz0Bsce-v(Mho-uv16+_#Uk)R})e z{}UY@9rOKrcb?GEoiwMTqknYbIPH@Hb=`2f^@J-rTV=yl<_kNq3!g ze1h&sFo=%f@D$qXJncpMY5Ea5dfNXZho7Y%{r>Gq^K|;}$Mla5PxN>l9!f{2LU;ep zZC$S;D^rXOCRPbI)}>*BZol{}!HyrnnjVSef0^sIQ&v}0gj=p#%drEDY>s(|jFw(V zf0_H@1;LE|Rh-Jb7nd%*BACI6veB;i$y!$p$1agQIK|O=k+7vK;M%pNq+Q(a@4dME zk?n%Y3%Vmm8BUz~?*~oBOawEWY|mdin|8(5FX)7U4FCJW-)`>qNQF+Hakl5~Um6SD zkt2qU^#60nzfWr^{RLeC%jbmfzcNeOIY&$U82^_r{bGARiTT+|CsXsIFP$~fi6GL$y(sAO_QeB zsK2=4C;nFKe^KDS75iTi;QwceozBEW=$epv{^+27%|V4~2ErBYf7~vwa7XcK`~$%T zc#a+a+3D^SPh^tAmG5Tx+$bGNjcY%r`a5P+Xs3foS8lR@v&GSpqXI!hEwHSoVd;B- zBQPd4rKVx*CsxJhDspQdZnv&e_Xd+Io~c>AKOww7K)QQ|Z>`48+2{GnkoA^h?vc`| z_Qt9*P1bPJ_t~(9va!5(Xke zFICcNIfO7Fv?%=$6(tRG?btqsVb-XRSc{JnHi|9Uoqs9m{6vTg85R2>_&W%tBaZoO zdb{6p#BTuJM%j?aqi z)t=zW2CeoET!am&E7chJhysfzy@_*@4n9`5!Eh(T<&k28LREGA&Gn@`qp+xk0 zl}{#o=S={%V?_68cGup7Pl`0yYQIwqljYTMnpH1D1kfl~*f-*(x=H^*JeWl|NKx6_ zJDRSbCRafm*t7=ke?bUL>$}gyISjuV#;D5n>Xx4&)r}e$&bb-LNYql@L@k-_XF(FI z_Yz-}KeMvi>*wm{e!>83wRgo7K49V~x?c9Qvhsu4-reTUYTMQIh2G(U-<583_o(7V zLtW~ek}pw=*S@u-u&`<+ngX#yq~~<-bB&xB+)KA-i*fIH960nf-r%DURYtit6(LiU zoLx9_I+8E>ILlJXPB&)PIaOg5%oJ+mG1>?g_ZySI^f{b6ulhPFG(qTxIvhwG(Ec!>{=?EOEpiB{)|o2P*W0c2#obzaB61nPpoHWyUwqtO6psyCSwF+1q(IT;;G&P@@OyO`$pd1k!1SBbhZ zREvEbpE%tSK@MZ-z?J)N)t4gO zLl)a{o8n_wCL5HT~hgQUiLQv zYVL&x3v3$`g!4v%SaH$x1?SrvcAp{Av#vVSxPh|b_cz*q)?#~i%fBt;OtaP?zYI2= z{yJyhV-}~Koi116rBo8~7MUt{KKD+BplmT_RNEA?h3FJcnm zaNpXyFK;^sE){nxEKD~EJS>tEKqEV+dow(|#)F~>j$iRP78w+ubbG;S{Mshw;$ zw2onhulL3#9mF5_IVMWOU&>!W;goRh;XGB{+rF2-p@pehIt76%Ds!(2JOq0wP{6&5 zeneO}tgE{FQ%E;clP{lPvVLK094;E#8*x^rQ}Pz}H5z1#qz~sbv-NS_eWnHFh7Lx^ zJ$uCVVtctDmf5Imr#I_i7hQp~wy0(_aAmh8s%9yIQ4a4r^5$!fc4LjA)xEWomBR5< zy9ODNa$xIDK_7z8$LaE}kdk_6+11Rd)s&r{BZk4elYW5IE>2=-yrgKcgh9-MhuAPg z&_a4~TaN+Tj5|Uk)CK!x5z+3qA&i}&XUxuw?fSzoLfjwQ^hiY&Q|}$<>8UA7Q38NLuc-VbuVD_1xnx^q*A>=J$6cNL&|t*NuKX zYgEkleg{?k3mu11b4JfIlZM|%edu*e0p>a~#iEf-@0wvl6q0VAkwElUCK0y}Z(LWO zTh+er%IShfy`BkC?hz{zaoiAynx#A$6nHP2SDVuk(k@d?kB^7kbV1QeEAYB6fC9YvwCUCOGv5&qp{a z6c_OV_w`vriC~5DPry~LKfId3FSOJ$HX_L3qRNY=D_3qje^eY~uY;`Tg_(Mc|0b~j zmKJ%~{RGYLmpa26!W^_G~BciUVoi(bgn#|B1JiQzc z9GC57=(hWm9>I|$&HUbYL?rxYGt6S>extt-CoF1nk0|T!%An8V`Zc}6cde588_^-I zsPj`^H(^8`|F!yq;LsiQ&>jOgWvan1YU*Il*R;C-;D?dmfaW@~#VobaE(x)lCemd< zwMf#Gt4H2=6*4Z?bz;dB+60O1~dv?`F2O9h=K80$z0DtZ<$5^*;e$m>-rT)e%y!OS)jT^n(Hg_ zxMRrm>h`t^xhI~$j2u|{IN>|3VA z<(;7zcD3QW-&B3k6$lN)tr2~RH!ubN$BBuB{YrMvqbU1@7*=gorLs#zCu2Pmd!m`E z9;K;8V+iGF@}Wz29NE2-`Xeu}`^o+~2Dy>GRFbTiXYUMY+*^bpyur2#?PBe*#ev7G zlp2#AKf9I>b;*qZwdK8?qRXbC_1EGFqBgeZN?_x>M;lgC0_te z1JQ-vP|_eHpP?)<`QY;=;mO(~E{6#R(n45v_*k)-AIN*ZdpkCSv6W#j%@bzfbzUaj zGcg8JzZR4|KiBA_4sg38v;Fa6uQi`kh3C|4?-i4q7xFIIE9Y&#k$K<{&*N@E;MhB; zEBN)XN01{(cJSP@5!34_7x{Pd3Jf31`%mUm5kSr=Lw51&a(A|ao?Gw%6M4@~C`9Xf zvnct*H)00@k8`xEZwDEJz8PhD`5{TQ!&U-0jC(#Gje54%uABxq@uek(sV`qarWU=U zhAnjthgtDU<*tZNn-%%M{CqGhw+EB5tJDVcESYm1=v|B&D;CR2R;+;Xn!d`BP!I2r z=`{;JKw^gQQ^L#0;M-QAD&@mnAB4L{k_*Gd;!kt7!n@JBcf(hr`4Rf=zMEJp&|07 zV8CyM9Anje$~Mnc8KalJZp7m_vV-{?d?3@qE@A&jF=~#UP6edSi5W8-i#=i}zS3uc zzOW_>rMOFq8c}f2(c{T7oXn6YmZ1o-R{$1)v!Pw(RYA z1fO{iPJ6Wt%oT5b+CYJ+_!UVBMmTJ5<*C};$&P{T%(Om-rH(0?EYIKl-4>0;bWerd zI(?WA#HyGq#TE*4K7oh=!S$|>>x#oe8&5~@B%4KRkdSt4$!9pb1~WYSp4uIKmtmtb z7I>|T;qDE?iuN`UhpXOav+i~YKW^<{IdJt~6XA2v)fD^0BAkab;%Cx7(5t4@3Jmeq z6Sbp$krOSj1Hc=))x*wxkm?5IWL6L5mybhAbnAcq9l{T7NDi2ulWLF_-EGfWgh=4$ zRUt3L$7=B)_YXON^GXHp-Dmoe-IrH6S;X!t)AD%2bEW=bhwjam(q*Z|cSo=bCTmU( z0L$(0U>7pUfVWG;q~^NmHs%<1>}~kinPHEF>>mrZbpB{C+V#t00eSqOErYK=wLKiu z$md0T^UOEH62%G`k~vUTf~hT+XES&x*5;0`n-{%unsW|Bq}Iya(G7WH|3tjInNfcY z(Y|K~AiiM*M4uGy^G=&+!qk_Vw(}_FF6AoHBKSjMfvGXi(~0?znGDckUur0Sr8VUs zbU2WJqDwbqY|=t>+pXjmb8my@KB7TG3)#2t$gd6*FInko8Q^b8C|7=6>@kgXtjqd^ z!F}mAJuPCe>Y7+Hj!8|^H5zI3C4x^h`CN@(N;-HpFSR07=gb8#R`(4`i{V?ib7Q2; z{CT~JeEbX!1!{*}qwt4s3+>$=F7Fr7Kx7wR^#QeFI)<`-5V~%r z0jWM_t{3pSfO{PFQ zlhVw+#0ViBGJ!KZKo9N56Sy`3bjbCluiUj$fxXjfg zzPvl37jilCUKSVwJQNCQNz)IG7uN3is{{Y^b?aWC%U>(J{}(o+prZQ7UP z`C)DhpIb}c%oG+@+X`2gNif>ChQGdQ;YBiK4;;55J^W7a57Zu2+-}$(okS>(3*9t0 zgMOURa@Wow)Nk74IH>IYrwJR^hbtB0 zU(|}HSybzlSvgd96Mh6kDT1fi*^jfXrDPP$utSs6L>qH|NtX08Op{!EmrZo&E}XQ# zgK(ZtGabG}C-gGCiVu14cy$pM-CGjrL$II<}1pN8D%et;Z zsPE)pt=GM^+*8E&xXKfAAx{DvDwnl>p0J9PNsHh(R~sSY_o!tP(+f1x1&@lM7{vfF zUdiv}O`rdf7@Vje=Z~;g4M}~YP9oXgK(MqGa}l&@tdnSM9oxhFtO4KcZE$f4Vfxw; zhBTfK%6Z5ObKMHM>~ekWUS9dBFbei=-@(DonHKHqp7n(`il3MhA9j{34y-xf& zaeZ=A@^bu@f~lUR6hhA{bSsJ${<|c6KGOPnV`pO9p{64uy&y`q1h+e&DO= z?R3F31NGpyUZ=KjsNVh*j`Ms~6$@sjLkCDdhtevCXMK`fS=``V(q}(P{l^m}d8T*I zdAU3F6>u5RcS(6pcRiEGrA)*lynauXX+l~uJIc6*f?tJlA{iiiNwu15^KJf9YN1Kf z)#1WVU@i-~48MpJov*%%nlE(J;3)3XyKtRYuO7BEF0QFB-D#d9PvnUTh?DUm*j zoabOm0A{M$OlG%m^=k|1=u%Q{`C9onKfn=3@^i#cVjU#K^lVor!vl);7D9enPC+dP z+rrBAj@K(!+*PlqeoMpJtB42SL9T0D!5pN$ z-P7GeX~lq1%UiClPRK~eutEv}qg-w!K6P4KRAXc@%&4%E(Pe+Rh2@+fgKaB)S|AJe zyDRV#1)DnK*tw$+S{51tAC7w*5&FyPXrM`|S?@V|UcPE!hgvIqMeCyf6Z`rq>`yVM zcH@A4C>l9_yVV9^V7Oc0Y`BFg9~WcdQ$nInqJks*`SO@yD7QoEdYeXAYgSJ-UTu|i z^)+^9J&3Su^6@z+lf0IuZeWvCXojDe1kDQYO$yWKyMtzZlkyXddBdCE16^9Ukpb0j_2rrQ<;vw5s*4|k?{;C@tGwioUNH1d>s~{h1&_S|&d$LXG8Dq?R(Xj> z-1?E+_Lqy;vB@J|JIQUXJ2g;V_H*M1euROW%Nze|fS7Xy%*H~r06Wz6RMH=rN62C3 z;d05I@o;%>2L#AEY~2^sJzB8Vso32QQO%O>+2o#dqmd>d60g{nbgQo38q%+gav2{s z6VN22CtqETo8YKUc%1JcD-MS7%CP0?`a2uRqpW4=mYet|kT2$5lJk_sa#Ji*l*PJJ z;u}eUvaK%r=u76od>ogLP4t}_7!E1!o7i8fX`3GyCbS*KTHn$Hdy{}vh?%0O=Uu}j z{Wy`x)O{w-BCWu!mf}i~cI6<};;|@N@uCf8$`gM??PMZ}*CaW@Pg7KN6udfIE;V6k z{3A7I7CPmu3|531j$7qGG`lp~jSUumIjXG)6ZYgbtM6;T*@d<%RY}5jpKSHP1-YfK zswK2^d_GUCvje~)j`+Kz>&NihgOhH0TCKgA-25tys;gNlQMeRuqcBgnh?S0)KAx;* zGd(OvXj5F7x=YmXUCiU~T_lZKt?R95yCp-Oue{eEncCFA&pJJaRAB(p0X*ma+C zEZ0n%vsT?!m_Ggd+D%OjiEQxwY>8ynG}|MnVB7FT{GOz=_$!slrffGeQy6M{THPZr z#j{{?&F2c^eTQ6+cGJ*M`_ji5H+-hx)(>Nja=xhit-*KP#VVwbdoT`y+FSobp*G+H z@hxo!O1j0}Bu(uL56H}1!}Uh%diN$h+UMMSm8iIaow*qHJ&N}htp?H#8+#K&D>tRI zDNR=#05vAgHycpb8+(nB%sKw`c=+W5f=Mn#f!+K zO5{`8(u|F;3+ZEYdwTg8T3>@Tq}eT+H&k*qALTgTiVO!NQoJ-L5-R3iZuj{nuHlzb zNKy>uQ^ck@!ofl|=Xx-o6ivAVDt}L4Xpyt1P|2qhgKGB+8PT`#lSTr@0Ce|+vA*4W z=B1trtY&{HAZhv^#j_%@8=%e2j2NJsVK|9a_|y9|T9O9=qMikNOjJTciSER%gp@q| zUPM0+1H@O&A}F^=Y^YHrjIPiEm=vX1NPj$JP@ zZ7G?&R=1<%wJI6KW>0yU%@bjlvyt%4)ZKz;Ak_D$TIJXZ`9&W=3` zeIS)@o2bfi{+-4#ecn`E)<~ii2zC$ZH`*LNmSvk0D%pM7Wp!`4s&x^j1DEOww0|5M zBrCdK)qCzYV>>oOc24xRaZi2kaBSM-+vvEQtL!!60EHN#n;x+^5rk|z#tSvR>%#j_ zjIXx2j$E;0B&E^UKu+lnc3pt?49M%&{*p1V2Dd9QMw zh5W>=YxwsPmI24}gH~J@05oy>wPT0Mz)KpxUCXGA<4i8@F^QrO-!CTAJ!{G9X07_l1fBh?hux98 z%m#$oTA{9B%7V3(rX*d5^J|lz`HpuA{;ahz@}zz@V^$hS=YMNPM9lvHLludYNhe?Q-ndzeH+y9oepMw?=8T}p+=^aa?p7%tGRGJ?JvajLPsys z4>kI-cCe<#Wut&o9^QDLZo{OfWY;UxB2xHh{(Kc*KB>aqO-+sO2}z0bvBe&vgtfYA zY%NB-cEwEB{LPE}ac3kzS|WaF;wh;SL|Wa?Hue1EcInLqn-jZ(6^mSmlxRF5-=GoP zKSj#A9q5Chqw0bDMClDD_$R&wJ@?-yJP76)QWojtVe-M$lnAi!jg};il_%}Ie3PEP zD+EYpieK$P1b@`gwym9ak~M9(t8V{0n1ZLpBPi3SvE-OQw zqy|10=YzpjT$A-39(b1|dMdv;r^1!n` z60d!|=lMUg!*$%>{PQ>}O`zK|pz^rqZ-`{~WDKt_eQ65>t(%6%mB8 zNo3>}f=NuujG?_Lkd^zLmRzGhCtOp1k^ayze@kR?P7nxN%T5LWg4@x+Ko>njS4RR3M|mr9S?z#Q+fG}->#5W*8)pm#de zG&PkME*#HTFzH6=c4xw!_nVm#2%#&udc+HvChceQ(nUbO$Rs7A=e7Yd>zIX!K|VUc?fSKe|7xx$-VD?^q=(%^_4mWt zeRD!Z&!+mmBWmz@^}lg*ZyexG6MF=(({Z&$SB;nD^#Bh2(G~Q}r-+K>&A>>d=?{)| z9!60E`Eq)$tGkdrxrXUoJ#T}ISNH8ieE55lP=q7eF$%(fhGHH*ShnOJ0-_5@y*9wp zpAV4#h3pzMDdD=3rKvW1Z4$;VUTM$x%6M{Z zUp2tx2Tly6FwB{4H;wl-#_BYF6(n{S@>KIPipA=2rS=n(1?cShCS%o_kT+$QY&V&N zo+xEaU3C~OnFb{la@~9qE5wr;T#ZcaJXcLC9wKX{RT;vj{3hlqq!Rc=ekR2dS9kuT|N>-M-o#UmQ8Gyj-0t0NvwT z24dwqcb!l->RzzZS|jv{5@O5O!hLyU?SYMft@4Ew5sczduDGU(nBzOxJuwb z4r@=&r2Hb|^QcPC#h&c$iD#kH*xgJnzO%>(u)|o}51z`NI{>n$E8fQ=pkf$rq?j`Q-?UsBxoIz-qcWMd-Gb#o@t5}K7? zyIAT2w-oU;P_tsSbDtUcK0$$U4=%R>)s1ycydXoH73P|l>DEwylr3oQajN`-t5rEj zq2|%ly@$WIKS^b)%#XFSndG~F8(4tH32sk9x`_rvMfD{7gO#nQ{BC{nUS3_Wk7drj zCd+3z46|w|h&YxH4S~mJi)wqK>Mt=W>G5amOxdZ($!nKaiTDgxRC{V#&YZ8mg3x1# zPt}?YuIoq|;Gqmp{qe!BLw1p8V`y=S$MFS5K6(2QF=np1D?EDJ zU%0U3+^BHn^1@iYu->;!vs_>h^izxrXP(B%xE5QWfQ6xNc7Cduk7lJH((N!;_&y~! z&44wC+0=X67!sFc?xwl$(E`zW7s!;|>krTs3k}4{c9sV){%{pd-{k}=kTH`HqwN)k z4T~7XNhO>6S2fO8NzR6_=OeNuMZdD8uL$0;KKYxUr8fBXB1>n2+>WhovjNfBquXXRH#0abE^J?=#z4<@>Q+ z!Vzxg9CD#BTI+1G{(@aQ$>sV&nP!h-EX36thu-f3$?wbg-<@yWb?_9`+PHzC^%$JN ze!z*iZoEgTB`$iIf7O4d58DH9#}xxGefjp?DMVo{R)w#WB)Za`K$f$Ij>siy>Os&d zhXI)3huUFI5WZ|J+jeH{UDWhWD=+G9fee2HABgi5XMB1P4R_pi|YyEcNN{g+QAd74LTjz2b*AAf(KH2zslHWU}u zrMRz$!@BL{nP~E_rB&zfKt^Au z0e_EK|M1{f8TfsNGg|G^xGt3i6fQOSjeaB5o7&Fg-hb05Zs71O`1|hfzbpO!85Pa$ zrVovfxKY0SLx2D4fm;SG8PfVvZTmk4_{S~ls%fXM`5)LT{)dVD%g|B|8^BL*6ej-5 zeE;RNKZY2vCPF*imroh+y?gK9pZERVDuRby@pt_4e>AfG*Yj!pRJ7Bl+xv%qz{bCk z;6E-g@b-|5WJBfsC~$m-gnuj2zeWF_7x{0||7ZL9TkHReS^W(-{~7fEUk4nO;>#NP zg=^FG=D5EGffoj3k4l)kN7PsTh&BH^!qU@v9=2ZuKIi-|D)3KVEpZ=aQS*+4{}zD% zf!u${jBvQ0O>ySJ__6#NGC;0{L zE3fCh)l;;IE&o)*`Z&I|sq%~$B!o0!ci-BD*2VOxX=!x|j?WG*Qg^IEp?JLwSI-dtUL8NS^aXxWs9e|GghO6AY+Gk)gXk$g@5(}#%N6m;fY=Tp^XW2u0(%jr2#qMTV( z+@CD*Pez)~e}O&@eDp8g=DOT7c5)hj8k{ohQ)~Ti zBVZM64lj?-HInG8x3sO!)f%KV_zn?1Pgyhd)Lp~#LcZJwtRG3ucE&YMX5+5- zKt%52wf>z2e3bvU#$RTkfpNTp@9^aKfhm^g(>bSxjWx*5PPhrw(ufz<0yy51aH!nQ zt=L-xRN6>us?r|ua2RCM6$|@olVucKVG6mB z#bGnrBtW4MaR@yFvM7(|WGBy0O|~G)$eNDB-W+fklwL}7YYoDucxU=a>2Cd7Z-v*rBR8V*O_TMXvJh z_N8pu`s|@OT^B!fBgjOGqT=SjD%O+s{F}PnsWf}qO-ywz@Y1QTBTHtJaC z1$IA;U8g1BZmdV(BPqVg{1#|!$Zl2xTRsBU@8j!(sKxgo-v>#L<#uqplYwFy2Gm(W zY^_auRvL97A4}%jhihhIyZG+n>$F=ISF1=6W<2cTfF47gfmUr%#&CF*#X$OPP)>@+ zeXtK=4;!p};6DB=w9w^2<7;e=G8yGq!D;HNbIx;h-U4@`KrEn)QGIZtxI^jexf5K} zuCTx;hxK-4ido%KhV(~ye1p4xAtc(6WnOdc#>D+U69*;J3>gfw)=A*looUQFe)`X} z-70Xy9p({WYPMEF#q_YnZ7%(E1${K;?MBHf}5{zKVuRAEn`Y4%qh^jnVvpZ>uQB&K5&;G%gJw87x~S*41Ba z1W8vN|MMgUP9N*@-tt9MLigN_%eQ_CnZ|leAcR z)uH#;ftj?l(a6QYW`94?cJ9>y@!ouEq$oA4d^*mtff7RK3cCiHv>>|Y(=Dxfo;9tP zS312Uaaf1w`E68&s|;6E&nc8Bx1Ck-tTn`hREae(AFud?9k(miIxVPmwTu0(;wX>D zsO)N4cad!9Fu>*G%7DJKTVL`Rb{GJD*sri<=|kDGK`af{=ZITGJXGg)c1!g%%-?G3 za8H3(viBrz+t!hH;G7d2B+juW50rm##fTXx+af~tw@RZCTNArBA%h}eiMdJlkwP_4 z$0(|>dRl6=X1))bn;9WeFm61i$~qOV@j&TATO?E>$I8sO$8~pBJqt#31SYnonoq_> zZ7|5GruPJK8Zk!7uPqQLL|}|{Z=#VU_rZz{eDYk<*ZJYjns%Nizl-c2^we;^isk4i zgfysjKjo87D!6K;Mwv7~U!8q*@Fot41x+`Mfx1PiH8ZOwWO-ahORtq(uNYqJO-WgU zVcG}>uG-n0Krh-@5o@gqj65!G=OsR_l2D~9?OUpSIcRM|O<$Voab3L%E3Jjo*4T~yze zF{&V{*zCPOSVKF)H+>Y|TRker*c`5v1E;*KKn`b~AKn-WJ&kCo)wLX(n*~>#oafUR zF(HS}`5%-cw0u7XvMScix;7+4YiQm5)G2dZ>|yF7OO?>~2K8%I;PYFFrxPCnAT?V% zc3b{+=Rj~Wt5|ZH&)jc>Y8)g!8#5FOSeS=So&?`h=XQS}>%CDYiW{>@Q$_Il@)-K5 z^Lj5u5bo?4CJRO1QJHD<=8BM?Ex3ZqBbWH?mAT$pA)+W~&+?Kn`ajdE+_nl?M2khlBc*C9*>3#e)yk4cf$N@6p} zOiBBktV=r~Q9!%M*aA`Qx&@hxyXmIpyE>S|iTTA@l(RdO1CB~^sIuBnqFjUGN47m> z;$B$&_n$@yEhIUm#n9-WX3 zZwwfkKgMq^Xv|=?jYZ^iQYf48@gITYWkEID&&zD{?aF$74g1SNLxM^hV{Qvk?YfbU zUdqmMvmeUu$zV zpF)?!q~3pgU3h#@J?)(m87sEH6yF@4DZg8Ec^-tw{-_PvYypi|#3u^xz2;2SW>s_p z*X=KNBkl{rMEwuu(>~SnY_#lU^7#vzdZUYzdXya}M+u?8gB$+4E!6i~@~b^p=53V; zXXeMrn+Ylgr{6JyTlm;$A|5^ePr(f>no#jPV^~$-!rB0(9?_J7wh^vj^MU(LiQ+IU zdF;ejpMz3gofwfY#wa`lWi!-tyBB|2y$LDZxL-p^k$Ykq5IC z!*i51EBL-v)NlDdbsO4|n$ViLU@Q;*Al|KKqY#BEOfB9ghoHL=Vvv0lb~uT)t2w#+ zg<=YS54Nit`i?T2349RDZA_hpL?;Z-wGiTg4-5`=pqpDk5H<6G5%|9LwVfP$v4^~A zy#5PCZW@pp(i#z(y&moyEvTr|V?f*3tF-+k@EWDd61-9SHwuZR6IiVgq^kQ z{n7$M^@I}U2XnJ7_9JSXPz6nY>>eQ#4{iLQM0q=3r^(`&$I@gxvfY5r zi2P{a`U1t;NaO>dyV#j=iMx}h_h#3Dq3}p@_XzIzlh!~S7&;%_T59(}9R60NfP{x# zBg-=8!f-HZoQQTYuW19m0DrrjS^N;|S5J*Tf{)<#ed~+1s;h8Zn{Y&w?&X)Scp>Xm zZsf{%_T~|QeXXWlQgk1DU9}Ymdn>mOFihq8nOpKwN^)S3GIh)|>zbIRy`kDcYIw(O z9q1lH%yl!4O|7bE{FONRizk|HS*HJNO!t*k%05$Q^G5yomJA-JCN|BZC0!_z`yNjO zgA^P_0JM5PEq#BBsz6++A&l6GYO14EN@Q~O5qywD4&e^~1`1PCUfiY`-SCwio;N+Z zgZ!!*cR1r|E(8)K3M0HfC^eAV>Tz|^&&nLS&B&7&Sh3GBRsz{6$LF;3K`;4ZHPSi} zrm^Mfx9&!_N$?LW&+|c{5poZv*Zgv?)q_gNp(gPQAk~#N`v_z_Fp-w{ z7=p!DdG-6f)+S|N_X`z2>>n%gxNno}>>;=CPQ2BlVY4gDZNfpCqZurX^7CJFuGHI~ zVN@Qr_XkooZ4e^W2O_jMS&-CN+;P2XtFJ!0!&RTc;w0&tlZfDSm7A~hB z;8Vf^C0INpg)Hq*nDAI+X{E!Bh(FUzZnpw1Yj9v#N}@x1$05O{TvA|4gDg!XP-xV) z?N^WbkEgYj<`K|hem68btb&7>Cxly7+dBqsJp00dMT5jX z)~_{)PB~4Xu}MI(mk*v%IY~OewB_(jK$q_hqrRXYdGC5l^TBIQ4|#5s&}mIcx<2^~7@JLn=Mhu@;+`+&QnUb~oIv zXy3bT-GOSjX1gKh-u032n(C#!p&~62oC2LyK69>qALIWvc!Xw0S=gv#*_HR)Dpl@% zS2>KTx`x>s8PQdTyS`KaN4b`Xa>MmS@M@eKRD;wgPLU_?A55G@GvsKd#8B{X)8uKd zzWOHz9F@`lqWS1ImT`Y=+K;i*+UDy z#+zg%#!A*cBW;04hkvvjPBE5O&VK0QTP!Pd*P+ytmfYWKF{3p{37bOpvRW~;Pfuef zU4_^_q8S)@z3%Ogk5HsxL>OoGH662i1|}Q%)<=GgO1Sp2m_>f2BN?>JrTOxM*;e96 zHhD+>Dj5fd$e2ROY2B?--lijaNx}uosw)%JgZ`1wnS3TOKN}wuNonYYRM)i#ZrQw! zCH7{6ekIbwy2V6PPIUu%l^Id6niLmST)(ER*4g|x)1zZzYwHU7ta|vksHxX1^?pk* zIIeN8S1dcfs7}GuZLoe5!^WH+`Lh|DAG`8Hnu%6FiQyKWphc)?m7=K-i74P+7c?d? z3AS@)-df(8wlm`Tz!Ry4QIm6wR^0YNG}{E?!V_q=x%zKx6G&OHyVf;9z)7dyzYhn1 zDLQNn6}?sRAN!$u7){NnARA{qSn_Fr3O`bcy!;8lDyzqOLz+iSv+Os{pWE8W&M(GPHbX zJi#%>+clG4>_;v;V@2(f@~QTJa-i0Pp!$(eG)kjm6B(sa?2@o;W>9FHVBPm2v2imT zmDMYa%6t0Wp=zq}gc}J1Rgf3yMEe$zaNwb1vMTlyQSxV?=vPFPrz>qkWfp_B0y^2n zsl_g4x0YZNOF96{kWyMDx}pMI^~0`$&yK-p11z&6lY>y4R*_wxu8|J?Dx`kq5S&6H zhPb>yuW!;4G(ibd*v5({+PsD}K2)?3SdTA-M$y`9Wp8$(ipZuLilM7w6KL5?b%n5L z0ce`i9vB6Be^IFGRx66wxD94L;=5rg3NYB^jhUE>rGcZvN&8$B&YcXSX%AomAHIRY z`tQgK`!APMbr?+5t2#8Glx_Ydc?k<1sm0w46SHmaUtz1JK=|v8dgutx$f9dOHhcmt zN0gsgCw!SFVn9XtTrX~2wkZfh5uUfF?Y6m8dB8jfp1V=p<}~e#D!I}(GRIwPkKP+k z_2rA9;F$QXAMNdSHan@yL@1)n_!HUR^gM_b#86Km4-{#vTCyoNo3ILo-eS~*!E&3G z4hc3>{QjeszP1LMN3)ef$J`v^LhUXF%_713M0}c-;&#}xM-12Xs!J{S9z-f^s_=dl zBF`&B%I>f0$xgkys5-=`w61+k^o#8TEe5P_Sng+YlJeiLsF?DQ&-QHGqDN+)pC;l) z#QX`FY1ft1z2RtCQ&(7(Xq)qG-{ns>97oJ)q+NdXE}?D&_S-!qw_@O&jDB?*^?-2oPhWoRu&=kr}wJ)L=>aR(`uPZO2KHa`1!J;prJS=(( ztuoTjfi}xjUzSJhH77q^H=w1k_y@{+ooFm=VZc$&Hy{9jtzu_QmcQhWO)0+#4{my?2e}Mmk(I$1*kaF{He&Db!`o!3lZ|aZBXoE zE(=fSXe;Pi3WtzToN!XK=F8$P&~awo_tX0k`$V`!B8pn%0+sHXK?4ycCz0 z5JP69uW&d((R7=1xmJh3SG4Nu!P{Q{@=vkTlmv zf$o}2(TI$q?aEY<>hlSG{u<;}KZGn^^hBH((Ae_GHO17F8$}&6>}jYtjm!Fs*0G2$ zxTJE|iVqM+rPRT?A!7RI1uBg)>-@=W5$~Q}jKir%5$02P%KCW5M;FVF zVLbr0r8CWj)ZONrLr}=hR4w-=_=zQB;mGg^_^Gh`FdxQj+c?=%&3EB9`4Cj;IH+sI zAgZ=PZr)Sx%{yDOn6|FCv9Q=YheUY6K};Plkg5?>Vk5EA zWA(me#(oZT->tEOd*}vvX9EABd!7tv!Ng75S5L9D=F(h}y+kLC&<6S`?as7pwydQj zh2>LDHQ&xu$ET)38?kD`G>d{oj1!4d2A{}~9&y1lw@+5iclVQ4JeTWh594Oh$NUB50)c}zT3iz~gMH1i@bv@>IP#UfJiNrN)3z%_Ivjv`B=m4`-4 zS*5t9Ov92KYL3tfl`0xz>z3RK*;k3z=go0O7Xka@;FW?15r^P^v@d_-BFrsl&(BKH zCU5OI6nV@vHLERVBKn^jqkr3Rg&k`pk9B-JljWR^k+`|>LS($=U_ipyGWN|ck|LEb z*LB?(Nxx55I&=e~FEpSM;oV3_XdJ$sjY^;OmGUgBm>zUz+CLO!BW#*!a>eXpjK=>~;z{(IDJohg6*-Jw9fyJGCso+Y2h zftTc=mG;w#W}Mz9iQ2)`YU;V|jA-w9x=N9&i$c z<)f~1`QW%1YAcD;`qNPEUYr+@${;j>8~{vgjiN@OrE%vUo`% zIq^b^a^iI-S!C^9(UYrrIO%i=o~Py)7}IgZ5ht9F2Vti<>X35KyBQE1N!`JRB&dEo z{tiqj^Vm;*5q3%zN2~t5HDCA&Q<<{$dLum8tMD`67s)RH9o=wuW%uIbFnPk=hyS^V-VQ*olTDGDP<5P8Ekmq0!HP5m)|W zx7qzz@O2KH8Nf9a*H0H@QM_LUOLbzacNhkr4oWlZn0Hg^qd};w77q5Q09W-kL6k4`G|YE-{1=Hi1(Th-T9=c&f`1TStt=LlSL(1j*{8&_ z8SG+;mA4FD$WS+xR~S+7q;2Is+f4285C9VpCF!Qeck{PA$QktwDQDlfmVYVZ1`Hp5El5g=CEd!9%~xUz6Y`1+YEqi-+vL`k-aLjelnV<6LR zJX-&tdP~?A)+ZjqZ8&3QHKX;gvq0+L*WW-&RW24km~TTBe3}ag(C;eRyb%pGc%qi+ zbav|?pkC&aMe<2 znYYtr<@fiegYRcr4&v)(v+c9Mk;PsSB$fZS#5wf`QT^1D20U=v7=v-3)xljGe>Hbq z9nsJKB8t>8LNeo+d=5DGYBXZ0A{2aDPGhnshl>b4Of9RKSkHTg*B$xTw#uE|twe7Y zjJxN-wV0QRy)3IWk1nJG8+qQY9C_wzSBt*@$8B3O#Huu7tFSAT>ztrgZDQj#anECK z%SS13znuq|ex3VTQ;iATGUy+w3eBpF$g|3t8GAeN)rGb5yRN_{Q!`;%+>QZvVjt zf7|lm_JTY46;fGSSb!|^L4rhuHz?jx`utU8>#*53|9v+CN z8+Y5*j&ojin@OOwW@)Kq36rDL3P-`9`0KBIlr$5&k^ z<$oHbolExWXO#CjpZV!Vs9b{9tth7TwQ6FN6^s5O>JHjotvxOwpZG-rZdX%`oy>yS z^^@rl{fiu~Caya`Ed)%ehUR9Ek1rEF z&rEDNJ@D!WeFjVkM-u!Z`;e22G z_c4p_x4_9X5t2oio03wq!}5Oaw3fyzh<;-|K^WwTI%3-6U?g$k>HMps?tHcFz$k?>$)6T`JIh8)6k|%LGWc35his(WP{RiMf6x@Tf?|wrV7My zM3tTP3`i>Q(w{zR!+w=d69O-B)6;8Jg&SSsIbDxBzY{O7VuwtV0Kr333*Jo>C$@25 zwa*SB$CY=6wLH{9!O-6|=YLBdn=ZxAJH<-5#pkpMs*yJ+j2>ApeJvy8#Mj4|1Bs}R z&dY)UZ|zn65*asgodLtX;se!hF%j{9j z>ILCX5J=OB&4!Q$^##O#9~HKcvAtK(1L|U7@n3b_K|cIe#=JCY-REEmwG-AJ@5> zFY+yJ;VM0Venx-P=1Qk<#|{{IK}YR*e=gLtWMui~?V5vL1pcWIutwp6W;2%Y;*!$~ zzuI)FofMq66G^gS6^(9{@E#T2Ks-3;jMf?udtJdUj(5|>r$aG3!qZw0uF{FcLUal8 zv1;WYh`s$JkqxTFbMANV-e-{-Uu3W0ZSRd>^E^DXk9lQ%8euFe4ZORu0nrKb!-XUg zpc?S{RhueEzod|kt1R;Df!zL)R@En6``YPn(Y%mwa5|MfFp5|Jh?BO5!-O?gN`$mu z)(<0qa2QkbxSjBJq(9|&d)u1L*PJL9*NKH^ND{_Ys`M!XD@v*Qw#a(nhgy6&5uZD? zw^q_qh>NqlbSMTD+T*J3MB)4101Bo(fl-AFeto;oyPm+((Q{bzeM0zT9f4v@f*KFk zv7UJ{rP!YG$w4IXV~>!b_u9AF2H0FcnE(4AvA{S!aiiCHN~w-M@> zuFZA4s5;nQ$>8_O-J2Q8@S&2AQE5?05pBu5OP=kC^Z@UTxXd9de)!1EA<(WaEVT2g z&|JoP|7=;(bc6_dq>c6cFn1|KsOTJTIu4zlcC&i|t!m|C>Qkwrs3w~N?>0`#sMFq) zQEYHtzqpD(!mV0-L76U(sY6C!sSVQMinROV>vuLujx)JBE*?(=p!FbLK-zOqwon zI5UNlanx`PoTN==uZO5T?f5EJ@b#1a%#c-d_|a9}Lw&0KHjPDXupBR%UC}yhE(V{^p-8i{H9N!fxMuyMOu26R zc6daI$eiSl=?PW-1$t5D5bMs3rk{ zz$4S`#mpO(A{C8+WcFakyWRD5X{i{l_l~t(eSNCo{#H)R6=b$Lo3KJ49op8OZ|zSy zlv<;Yk}wFE`8DPfu_>A?CyKO%t`4M?%qW(R;>8vWpL@HoVXa|QE2mY&t-E4`OAAYC zIb=7vO2Gshu12g|Z%O{wX!{B}zB#^D>NwM=H=52E`H^OQb7Lh{UNoNEJ($Sv_{;ZV zd&Q&mDIOc2-tMNY>eSO^!Dl+-$Qy0MrQWLU-g8DdC3QRcZAyh&v;=m!&fCG{FN>q8 zcURQhMI{%i5xZzcx-1Gv%CF>`fGV!K$85|frh&fW-P30os1bLvqhvU_T#YReuOKH`=zc=2+kwF z@_@=t2!otx{pWH)cv?kCw;xa2xhwRv`h<(^s!clUjZg6FpwN&XQdCnZ3PnjGrUFa?B2 z-ETMeBk<;x8qRpE>?E%amot+lUQQ&)$r!tpHd(VZ_JI&vkp|Rw)1!!2-rpi=&=}_L z&wnAM?PPpSCza>s1Lm?Nki(lvakkPF!}&p&qrEWGcP>yZp_r0!rzE_#iv|Hrk5;iy z_alb_^(pqN^jmx3uxb<=pE7i{KRQUOlOJ1Q=?DS-<&Va*h&m&@RDmSu%v zNQ?qiV)+I=(n=qp;diD>_k{JW>-WvBk3#|L1LpqFu~1@2MMd?^sYH?VE-jK+K$HPI znZ@gN`u_GDchiZ-;}Ww{xvMWaHg5=!_o4X;)9)s+VlUxDl_2%??LIu-CnfiMla4Ra zNG)Ut_s=S{tz;FU)Fj|_{eV*0^UY*XNpvLrjKK)0+9>&|N1Qy;4(k@RlNr`gi=o%gT-oim#HXp2ei=Sd_SCKxYk zcc>|5s;qTSu@1?PmK&v^d@SYP*<)qbbf&F;jUw)@enNEI`!4ow`Lq+P)+7DK=LazW zus&**nmDYFY*do*Y*I4WLYoex#uD_L(fnxta9B{HCJY*+ee%-Ip)?rS?l2pd1pL4( zmR|*^T%>t9sIILP5gl!10zhj8hKX6HI-AqOGHlMGIBQtl5iwsS$&L^~V+-mHnkFy| z>?)a{G-N5d;ZEpYtN$l8!LUpGRNegl{Q)z6$t$75HjBy_hGS zMm=_Rml6^VL<$&F85IK%k>=#e# z>peMsP!cg;P1V3{o@m-lj`BoWepnF$afQ^{)`bcAviJzrUK5w+J8?Ac;rBEV%?}rG zYiyPfxSjVic~z1o3n!El8CwHmG-%lAhDNlT&a+%k)+cT+=yv972Tv8b?J|V}!^RZ^ zobu>3s-$4(Ez_z`=Re^hnoSl6Dce~cEvF@$H8~PZR-5`1uI3vji|(gY_B%#H`%z2z zGOVWw_<+F(Kx!_cA&bp>wFeva>E5BFhRduUCf#D#W-Plsl;IVn>=(%<=1B!LTf5`o zl$l#n^T5vx*g-XIN`{p1Q|qh1Hr;tW--P_dQ)u+XYI?p|Ozpmoh+%kj3ho7>5{OUQ z+sQBMxEh=fo+N9zxLl84=j?T3!vgU@sRqIQ>1MSOMpmo1ctjF;Hl$(fn>X>td+NA`1ax7vGCpTuek}S+Eijs%2SFChUzV3jAmjYsOv@Ck#85sT>p>Hu>Zuy$c`6f){>36%r#HTsj{ zFUqy~=#Fsb>}lw{xBE0g(5a+odrx;JB;4f5>GMc^ebarrf>BoPFK|QXp!q#NgxFEv zKRg7A<>MPn+@!O;9}1I6PoE3u|GB!i!{>f3NR6wVg-N4~(38E7%@8sRNicsqJ-_vC zx!p&dI$0ZMD-%NsQJMF92tv6|YuqP|%8v|&l`zE{{qLchJ?fT$I>1GpGA+Of1=mbf zw6fH(Z+}kciHa)k|6GMA-TLd)OS5p?<@{m~CrgXXPdb4fBd##1zhbaeJ`D`V;O)J~ zY?p}*n-;ip!fsiIU)xo-_dW7Kgm&Om&R!22wzY*8E->pY7(c6Y#KuGeqJNm-T`A}! zW13N77G|}>k1wxB$eY=Ga9uBos2zW5QxwFU&Ssul!_{|ia%S7 zyVf5o!EX7nB!u8g&$o9D2{MCWi&Vj*ERQ$alrj1v=}-mW+Ii`mp!O_dt4R>1?CKo{ zf(|AUJhUK*G+GGbm7Ed+-b<)wfgbz(;xIgCO)UJQNZSR;7T?ON0b@NE&#R*)R3>A- z_yPLEL)`u;hU*d241PC37aLtPr}qdwrK)gJQ8&XJ!J{k+)WgScfXNDt>w=y?Dp>34ZB?FG##Ch z%)^;(06PpY`@bgD)cnQUj zGa9tYQbc7gX2RSp``H`Cgas))@wt`d z6*9&ojNdWki*Wx6uGg5wpX>O8mA)0_l%8ZE{ZG930y>)oq7K}FjUe^&*sxt!4lv>VYlECE;NB~1 z*J!b3KpHNENhp^&=LT!Lc%S275-#Wux&#E^&$Z$&u(?X2h4|roeOu9dVP1JOXODUC zgM4zXF1mgha`?Tcx|#?WTcYt(G$H16W2cbYHF+6ub@lSXQmWoYD|g(uNCs!pMEET^ z)L!`}A~Fp9pcWiTU8%1S2VA!xr0X$m8xG-0{n{W-slT8jsqfLkFUMMDHPjb=eI&kj z`F)v@`~Zg`NU{#U+Qzk>v|t!D`=YM5IP9I@3&8F9BJ0Vhe8$m$u6Pv3b~{Ie%%VEp z9K^vJZ;yAxNaN5pu^4aR*&Nain0;VMTxxZQ$7cE>sm_#veVB$ZdR=JQ-$SACizhOl zLGPi~b1l=?I0+H6qU6K#*hGJiO`Q-w^#6BkntLY^#AET6k8up)P!!HplvwO%l@J8% z<%r@ikR+&=&=n8_m$Es+;ddxLIr|y}G)avR$py^3#fBZXmRQILf+S#6*OPl(Wa3j+ zJ~z)1W*u02>3!Lw<+d!_m9_z1&NZS2>pO@z&J~w21Nk*}$&&Vj{_l0E5nBIEIsF$2 z719VD5RB%2+^0))SV)+iN2)f|>i*^3Z<0~ak#hBJ(GLVaI2=zcG5zan2v*vh;XVm! zEPO))<=4tswXtZCg`P_P^gI4HY6Ax0phD%ZR8g{XJHfOOfiNZ4Z*eiUZ2VtfR#XCQ0m|7og8%R;BsI{NMAy>qs(P|F-p)w7nxSO_a`l_-?0yaT zYD4gGU7#@J;xo0JMfSc%PKH>?Ylm;lN`JmyGs)@*c+>#-^5Oy~4D@K=)1?dU?mTjB zZfN-e4JT?2S!vLdjh;t4NG6Sf=^q{go#~53!G!n{nEMxy`Vt*i@1l8Bc41fszxw)u1FdsPpzA@ z>1i}$Jm1cjR1NxA0_V>uZ@;{t(|`9_%iqg0^z!Z{sQV+S8q%Yd-tP0;sDbc;5OfH- z1W3rwMx!&v_Xv?RR3Npbi3F${L8ieB@gI9a0!DY;{i!h04Yg<_j7CR=S(&}b z-ktfZ1<#6L0Cyeh?_U&bs2Fg$06EQ_#|D58-OqEHi zLxWw>;5J2x-HT}nLJ1&M!^;YZkHxA)557SiCHZH`xga6-%Jg?z#@>9K>_WGDBs?;7 z%|ZwRA>iM`{Qj^IPe{d%uzO2iwCArTc#ZxU50s6V6-co>qjHOGN1PSX6I>iFV0`8X z+~QgXrsmZ@NDUPR{uoMoS!J^WVQ<8fz$|KnQ#u-{3_fRdv-9&`fh19eE5Pq4B273C zG*awbzk_XyUp@1e2ot0KJz0{CD!(v)&v{2A9Q7q-UQ_%Rtc>^zHEowERyqSdjP{?g zh=bGb^ya|!oy5Oo)UOXfnXJ( z9KyPtsk@D4Q`?0nF2&{Q8QQV|v&>Dn%rr@3}w;vn{AVqM#pBR5DJPUk* zfY}BL|Xeh&)zi2}T|Uvi8M{1x%7xJ?=JT(OW4^gn{paR_(J7j4ieoRqwVTkUC7 zvP>m~8{HKKQpl(zo#w3c!$U;*aBw)`3;)OVF+(^pY&10O&={n~3Awd(C^?;}^s7J8 zrhJvwvT8mhDzZ}4R*hJgxys|sLbX1PMWFd{F~yJcP;Abq{`1r=C@XS4gMJ$=?6znf z8$}%2m`m7qZ!i+c8h`!v#xCBMZAPuv5O2E%{oFzMdwIg@U$KmWw(>eE-h&&YZs$Qp zjC&>8!EIP&6UH8*PR%%DVb@LGNAK@jbqEj9HEyD%o4cWh92itr3Wwd= zj6bs}ixE*Hr9BI0ECw|J`SrA7P&P`?%}J)Jjuw4hH*tS2^9wIsN;zu7#M4`J5ijEx z-(e*G+IvAR^bgm^LJt&pk*%U#`2wEIjc6f34jrEXIqeJ*yuWVJ#nK-oZ-0~XsJB{e zPu)&F*|0yRd!wJ-jclLoqmj6WyM7w{1#?{&H;7ZqaWl2I2h1k|9>f{+r8mSqao9|; z(OA7V>U42;P2TUhDt!?J_y7|4fQzeA_L5spELGgcw)YuOG$Ip-`~y5 znBtBlfOXTMPDNv$;NeAxqIAi*7`~F8K|MnE(OwvB`WhHNil1QwR=rL8%vf};Z>HKO zl@K)cp$vPY0VFsWjh3V`C>m+!CDKe^IMDaXO;B2o5#a@eLg9!p0;`zxD_JAlA61}G zx(6A%yht>IjUb~goM1S<@>QlO5iA(+PB&i)Yky4Sa zmHE)YuimfIN-4d#&l6VZi)tv^51^9xs6C6Ub-Vu2SdPUPveN|EIcBNm;$cl+mzomM| zET(oE?Nyj|lJtbTO9vmA^gY~zql~F}=4CO``^b@kw!WGEW9X?z_Jk_)B+D-uslKU* zrhT`sq=}*gtradQwzDE-Y8bb(a*eBZuf>F=93Fg6ebwT5AB&mPztf#g8jOV~ml@{O zlweXT=C+(By}vHbK%e_$=DRSl#k4zkX`IjUqBga+WN5|}(xP!dcsemcv#?xVdLZOc z45mvl9{e5IY!kvz1)noyZ&#-5dk+FLQPsu>rrbyU7rfqq7>Q>jNEzxPi@De_e-IoA zY7YEshV4t?kGAMY9vz;#B(`Xx*eeVttq8%sZq|6F1KInY$B z!l~<0d!c@>qJZ5Wrv4_Kl=kCqU^$BgL9I78wb^Y1tX(z~#96)IMRTZy7N2HvbQ51e zx+?BOO-#FS@Hlp2m2%?Zd4kyP%Xb1SY*zeL`8bGS@9p((XeH`Erx9p0kpj z7U}L=kMunkZtl43x_okL7gw?8IOh5OrDaQhJ19@hn zpMYB3Sz?hGCh|4<-x<>5gwADYY_U~L&ylotPfu$J#D)o4(!H8|HNO55vwVMR+>rFo zsnL=odc^)$Y?D;l5O1B#tWIbp)b8cg-Tpca)W&C&(s)0{^Bb`8KosiaX*i=|<6m=z zDb}nLGmj4>==Un|D`JZEFA`9DV8dF`2i?UB!Tue{3&?0G-y<)`64Mjp7(7=_RjFc@ zk}v73JeU)z!d(7;A^|~JG7?U|o>u?cdB{C28qJQ!jr8wAEgh8fI`4YeXumN1MXmwF z5RJR1?sV8%{$c_sX{E+D*cr(gv{`_-+KM*<^kST(-FuJY1OEE47w^bgVG-w`cGDH2#b}fD@weaUf%RK$`vzW6Y>bu?4~Q(v0}| zqXkJeo@dYAx!^aIIrh=_-p#<3A%GJLtB3ApP^^t_eRrJ+vz#Ey6^o&a^5wsTCu%X8+$SS?X7 zxqtB?2?!cV6VLu(6X)xq)`&+sVg)H~^O4kp zS%1F$1N#>|?D9@b8oa-k`jMdOg-^~^h2Z2?M4>^0QU8D~;2I#p*r)S-d>$-GDtsRf z8*;L`)!Lh+VkqPOA=^&{DG_VDFW69iBkJENJf$x$R_IQkv_UOlojC9!e{K-M0gWV{ zojvRdg-=ZvSGkU5dr#?%Ad9#8ul(tY`7$V*o~h`>Ary0rz4}L#IDzjU$f;jL%m~fz z^C)Y#-VL8vH%1LNix1%qx;{t|Xl&&AY)UDS1xyBOx91;O`MstM(6dPp?LsnfP}t=k z5m8S6-U-zZu3}tu4bs(*;k(ucSvC;#@h5&z0}0^eP-P)0!u21JDOo}!(EUPmP*z&p z#6mH6B>JpYZdY=+d6z-~*Ajw>PGMw`UmP!o4B5LJ!;h>W~nN zQR`Cz)028iYt#s<#bm)tr`^f4-6_kGO$kw>lXbT^c1vek;GyvvE|2RM?Q$v8gZD#8 z)rye>jYCG~xOZ1aS$i|(pZ)#GYOUtvb&W8~HS1Z72R5XDTF#snw=?|sBue1PRuXM( z{3^M9F6X_(hO*(&b%v0PQc_AS_LV=S3@rYgRT5Mr$o-}lVd~#ry!=ZP{8gAyv<9a= z+Nn|%tMFH?7?n}}0|??Zp2@yJ;(JWAp)rGJHh3KHwXIY@oS3T%wecq*}& zE5%xs@dh@uyVfXjChU1 z9e2tpgXUG{%1hZA8vnn`_Dh6>vLra6?E7RW)K2M&<$RqnR%2t{C}xFx1~>T`1|<@H z#vCrIaSl+9Ht^=SNvkx-IESkG2~RAR>b#y!C8wol@JcDGGw;*sk2F4UfoV=o3j=b@ zp@1vDyEvA34`xdt0_e^Jfc5H3_^MsEby1{IXWI&sc{2F=t-D2vRd`rt>a3>nd5;es(v32SM2fqU=8&a12v*BO*tM9Y>uROm z33DYw7i(Rxs-ir^0^T56T|4n;(w@-La1BIw3`%mDRXuyi0vcfI4dPq9)m0W6`xjChUm2_k_ip?@dEZR_L=g`8+X}f@@W1F@{qcNwng_fULY= zqy1*yk_fu8iV`9SZSAIa6)T6f3A|%iBe_M6*M)OA7RX3R7*=I zQGkGMk^b0XIiqB-X9Pt3kR+K@$4ZNf>D*4TCY2PzGJf&8s)&L29JzR0Wn0xO38l#!*MBv|XII(U#Esh;h@=+068%kXl9g@AU~l z@gv!_4N%xN!-6(=?Khx`ubkcjF=FR-cD@xMgH7YO&+<7nHRek^pWCS~_Ky_$Gs94v zR4Bwm#`Jue&f6eodI$AAON(uuDi!T98Gg{iMhe#HH=D`r&E&G z#eiFpDtpu?h190hN$)yaZ5eHzsrVbZ8N!@NbIcKq!GwD;5m+Y{Yjkte5H?7^6(x!J z(NQ~0(d#95OQ-^{qWf-VvnPq`)*?zr-#v5v_knYbLy1i(#>ZA09y#{`W{P3Ap- z9*wW(qt$umy;Lh2ht)&?(I>K++RRrO3p^Z)NVy-c5|x4~1CrUyDN3wynV@eux=3|u zE#wOCRddAMPA|N~C-UVm8PV{SvxLREvfXkxW@%^Jyp~zY-OlRPinL57-~PtUnPfl> zhsN$=V{O9O`3?rdkCksl7eZ50v^b9!Ge+Q6_asX7dK<&t>C&hK6N<9lD6EM(un9>t zm)*K#Xsd^d(o$2H@a}x=LV;G}5maHQ!9V8t9~AWmy#d5uO8|Zw_l2gpzkqx9LJ_3e z&wRo_()Si}Y7wbiZMyF}!iWX3lC4i#bU=-GESXTxCE0p?Ddn#z?3^p9i%q<5&!Z!W zF0rM0V*O1Mv@mD%`i0{woqnW!WzLgJRKn0l#GMw7A(txDTZ<9zsi-jyfP#M>ON9*N zTYbL8Y7bUI-pu{9Gxw#eL0>)XL2J!v#d4bnno1B|VkxgAE-$aYssMGT0LPwaf9%(o zY$jd)uTnqn`dw+tiTirklZGjOq;kuyAR)}75HF4yDInxoPT|eWu}ak3Kit(Jr1@{K zc-@TSG7zJoh9Ep6V5~A>Ok)4o*jQJd@3W>QI&QRXr*Xm%gZI7o3NlQIEXK5JQPY<= zC1Iq35QBcRkO};${9eM8u@o|IYCIV3?11K%wAs}aVbvnnu@1kkF6|p>LSi}};CU>u z7SknyKpim>&L-WVC1An3DPPZZ8v%{wMpubUy19#uXJa8~-)(Oy@{)lHAn7FKya5DC zcH_l);<|#s-?&of&GBU^@lL$Kh0~9Wde4cwUt>_~BFH^qxB{;Y!@YqT*XW-8$LW!y z2*r|NkqG?y&u-5Jvp~M9-!+AUu)m88gF-61uh@G156|}dL;nMmfS0ITew^Hie4(l6 znk5}-V-ojc@oJ1u3k8cKN9+&$A6Pb-j?%Q;$TkpkgnbJ@snEV7m?Q6 z$m!j$((wr`D2p@WOgh(}!^3a9ACdKqW3jS;X{9k<>P{-P&_HOeD^E<%ZYXgdrc4n1 zbZRpET0c$=V|}0*%`a6022e~ zkTI^eU5PWc`}sXDOXO~_p;n;QVhX1W?#SGpLdMu zOI?|WAcMpDqe{o=`H-}B^W_#jxZWl&-&eI<$8i0~>EAf-|5ef#eybP_9(PS@QnlbL zwGXzIe|ergo<4p$4NeSQB>sHqxJ%WLRo9L&GSb2eMga2V^F?q z9(xGffBRiuUv1P6sP54*2ksFkW=?)BvNEX4Oo62`{pd5`0g)(|V+>*;qGw^q8p#I6M2+C`4 zxe8J%*YU3#S60gw{jS5o27w;u7 zXur&mjEsx~&w~Tvvx1R#3{(;sOlyyF_pd-jS0_I`nm!yh(9iF+CeeBlXL32+O|x@5 ztGM0p8%w*$Ox5x_3%E*Bi#Ze=ds&m&Y9xOS$(6|n6^~4!izxqfHgz38Xvz*#GVi3R z{1623T|xynz9$Qc$NXZz2f$?$dUPJe)__UT7X!jgeKGWd09**C_X0zBNG2j98F%9V znl&m#r;tW8rropMyg!i;aKGFS)j+Wt%hO=p12>ysef)B=J4J`bcZ)(ZJY7DUN2Zyo zZw&Y9<`j#(4k>{us&S_uSbc zF4Yk9gr>Rz4Jb_qIQz{JwII5+~psi{Tioa&$j$E&NZ>szpv&DCai`Yoiu1`Q)0SE=`Q}$Ic8HK@P%&`P_u# zjJ%Jf3{yLbBn&S6ux6l^qTTL|wbWwnMzEIUJJsspk@dkzHqvxBd9z0E+lsj1-ipub z%4{siXGIHu@e6>*P=34*G=2{RKbbO#arl==xGV_7s{{C-fx3WvtGRJFK_L2JpovGj;GyNJQxyNfbER?ao5kQt7x% zHC7a?^!IDrKEpRN1p(TmmGz-4n?>+2C4Dq;!%ByA6Q9 z@H44JjR@zxm|u~x_q6_*TsS^4EdYk>#%{F{po()PQhw^ z8u0k7P27sTNa%p{{IRu4eQ01brHqoR@r1O|rbdic>pEv12#jHAA(wzuGqyy{H$V@M?on^==wjn@B zsK9GJudrsi^9&vx8L*$^u$9hj#HHm-8C;^@$gmNYf2maA+UaKadN_Asa-1owej=}W z8LzloOH!Fl!5$)q6-cfKu>@SZ`@Y5Xu1`22n_ll;gq0pPflPuC+^lAP z62Xj9ijpTC4;)1Z7~@gE=2FAm2$lj5lPakzh~M4vdg!)h>JFlAEkd4YMPF6OBo?=r z`ugniM*S{4i?QtVxQB-;fdadqTi{k8vK_$JVjzP39+f6WEg>_FjeYjsX z%Pt`a`d{Sq`#*03Uo_trzi*G{SbB9(G?BiPQd3jg7gj5gwB<6eTA-z1jGYKe3b{f#VKW%86(Gv0oqPod1FKVr8qwAwUs z+|O%aGPj5INcBSs0Xn6$EI>_UIb^5vHvlLpmPz+k`N&2(#4Gp8mI((l*Fr9v4LiY)o*v^mW|(gSr?OWNrdKJsZ?1vGBzh4Z89-t9W+r8XxI zet8|(Ev`rex5%l&wYznr-L6L-_rKbNHDpilRI@j(*o<$B^pdQVGb)?DV z!R&W^xRs-}2KStMjb&4O zEQQ7%Wi|MJu=T$(qt^}{6dJMUdV(>Vs%Kt4pi(T~f#|Z29in}s)oL%_^!C)_Y{1~5 zu^1hay}_MW&@xBBysG*!%;!^Jjn#BI3*SkBe`ecDn}S2#qxeVYoY zYWb=q)~~N7CZ(VlF7;{7fabvS?G2%Xu$mTs*g6biix2kFkTCREFMm7_4HXJrH2C7f zWX0je(UY7`TAjdEo~ZEJ?ELNZ@tU@Qdf?IWt+_g@&Eoasc75e!$tDvxy|nK@Q~f!T zHz6&mmG%181zR7A@~Y)9C5Y`1Hvpz+<9z*wwaNP-`%ADurA^G^a(^5zo!6}f8-y{U=`?SoJW=iP-K0^9S(r)290RJUCmK8|g z(iJ3EC>z(A!JC|YKzWb?aD ztGoPH1;QAK(~ZKK%QSSJ@H!TAbFYmaL}GW#ih*xTWDXg($A@VdCWPer!c_Xkbb)Q4 za0lYw6w(XGw~2y|Ae8XL63M4BUD;M2LK$nI8ISdA6mzp)(fZW9>KWT$EPWiU6L&J- zmB3mgQ=$f;CGHNZD}ph_CXA~kOTuYvDEob>V$gJOT;Za5=Z5iQoiPQsyDKMyHm}Gs z#xLVY;w2f8m(HW6FnB8!HfSgMG`wD?zMx8ZVsQN)P~^#n+D#S*(4(Z7F6Vnziw)*4 zS5Ceg62CRbWahjM(9(__%M>DuKy)fpElwDJd{|~N?G6bQmYI=Kr}d^yGHb=d+C{H6 zeWFo*<8Xj8$?v!n=ync7R^Sw?Ryz95(X5Buz~b&s*&2%nX=|5}^tAKqN&}Oa?UigX zFOBn^2`bfq1O`n>0M?CV?h zU}`s!yt4DYJV&dwS`x7i+MTqdL17RPT?R5ZNvz_d9~)zhIHK$(8(>sQ#SL4(c*-yT zOcdW}-P66jK7mp#0EKhA;LC<)eK78Z|INmP>_BICxq~W|32AS&HHua$N_z$`7O!ws z3qMByUHE!xhe;Ib6>;Sael~o;{aq!MBt{h%3=@hiMlj|}_WjxBZ2Cjx8x&e^@@0rK z_0sxi-sag|F_)UWWAFx5R3+(1_+pjDHj!7;+x9uh?^;w71d^cst~pD0JjgsS83v~e ze|#u;x-DKepmjNHnJk)8Fk!LyegpKw!IXTDNQq5JIbag4O@ACpNZ%TI>#QEnYDxrd z_YS^RdM&|J)N^-!BL)fsllrhF(By#R#t@LvfObA$v!F0@j-^HinL*7KS0Xo$qtS7T zT+RA6wL3NA^KJEV9gF|N*jqqFwY~4-fS`m3NC`@a(xrsbp@ejIcY|~eAtFeKbcdvL zGju6k(%s$N_1kzq_kOSF{jdL8u30l2XU;kM?ES{`KJT+zQ-sut9o{@)w>MA4rVeje zy>;gku^oGh{v*&n%u7d?8_MnWIA;aaSUnis zenp8pPDjksHTx~*SIR51R{xh^SgdKKw%MAgQz$^^Wz$rdM{8`ENwGGOVxa3(*kRl* z4hBW>ISmrp6V;HjOj?X&2Kz5OjlQyjaCx;c??q-K8s07BKURA$m)jX_cn~e-gJv=V z>LxaCuk1#v_cTU}Vya)Ah)9)g4kX#y8xJp&$3Rp}a8HQQrLK`Ysg#Yc36=I1?a((4 z!b(Mph(}QYgq(baJ5)F+3h_cle^qqs+QPHe!mo&`AHkn{6C!B68hE4_|UU{0b%KhsLFVFj&6d6^UoEkS;uIWReumOod$T2}^ktu0KX zzfcciq}N_wA5@k%{XR$KWzXusRR|7lTx_i2+2K|3D#&sBXMO&M*8D|Z_~(_!=E?SA zC$(8iRS$lD=O77xyW}pG(fff6?_z;6YV8PtM=X~cV+u1F4MD!x^ywuz0*Xi`9W9g6 z0-cPU+%D+byIUR?V@zI@GOUmag{kNIZ3^e_c0SIX8GRe&FV@==cG@GGPF)1WgWkLg zGQ=U_@Pq^FF;JVq87x>tAr1B>UqPNoUzrzt_6=Qn~6gr;r!Ncnu`LSg!No{Oz=EWr>BxQDa&b zq%E;*3TEd;3buTUht;kZy)8~@%7LgbMK5mb9v$68QrndV$@l<)e?(@lPqje4o6S88uI6*p@n6U^ywfS~`hEA~eV42T$ z6{~3EGd1PL-bzhfk!K(xiC92=_#$<4;uaS9@ts_CdE^;T!Qt^I+XiJ`d^Xtv-{#y4 zHhcXA2@*RL7Tp#@KcHRkdpzp><@WaOnf7w#*TzRSIkTC7NQA?o_NZrks3U zW;xd5Zzqw_E3DSmM@%9qFKrdhH zVR&2eTMT;T{aVgK!ppxVIiCjHVHM%+h0OW;YcGhTSVMCpUsGxB!~-=Al?>wp0jo0H zu7ngf{lL_RL-Zfd!n1JHD5Jal!ZJbW$~@XEG*>1M8!O-6hZsZY+JGp{CtKFC+nM$V zXnd8Fq9q&*qSvUAjG!}P*83`zOeWQvBIGqz=OtUHtNw-d%$Lo^@UhzM%hNUDnOldj z17D@otsf7kcf;&%BW_cgu+_+BNc%x8JKR_{r)mWi-%?UHLd_>6fb0xo4*vXp%u9>+ z9~Zydoa`dxh(|MRDsz+tbtiE5B@3c;Wa_nrdI6PL`oQy(FoXzNJ-M%v{`fCU$+ER< zpT_5V;-l=ac^H7+Q*+}1u*jz@(OG)Tc%1> zO3zIW4~gA0IGqpq1_Ahx8a2QppIL&XSYY4$>Dz3jE7igJNoCXL$NW^9jUOKd z)<7qDs|2rW~*LZy;#qadXFHQ@JK?&xfN z2)){A4&Oi9dfi}V%4>8CFsWBU(=SJhTVrIiw9a1#hTVCEuQ)?%B(0F)BmY(MdB!98 z3LDn8xUs5E5G0A{69>n@Dqp?=$!!{fHF*!{bS0&bk2UVi4jCww&*3&NF+J`7!erK_ zsWh2;k=I|Ir3dAq`2phBhLUMyU-E1PCFFHD%fs=juRQhlWs`-?Gx8g8@@IVwIE{}f zuxdmn?q}!$GUS%Q+YuI<@1{n0Sq`nfnJho^VK5OQ|C$I&_(SyKLhl>f6WGrM!l;Id zhUL0c5i*nmn)LN9FQ?w6x~D1xi##4D&hi*K2+~>VNpp*knsjOWE)}|oi0i`*%^=|i zz3-$=@(S2c$3PZJJ zd#6)Lz-cPBOnwPiJ3@*DPQoTbbVI&MN+zrQwIw#Xe4q(m;$T${$8~iIy>eTdANC%r z^&*-4JwziPQc-@5vbPFl=fb)L9|5l2dN{HRiWZD1qFu3$Eg-+;ckI%A`F?FM2W!qn z++>gjm+qd5au`4CPm57E^^)1RKh^Wj5mJ_W$x2gziGGMi*)~ycrQ!g}`tVMIC{Xvo zpnk86!fG|21b{YtY-^3JDQXM$2iVK^Us|XSNe2>grT~>gVFUe=4tbTRDTOsM3x|SmjEEUxIKdeQ)VgYn2n~*llCf zZ_+XBr8&v9X{aImNSLJI=BTu-8IAz*YWwOZ!ob|Vu3F(=&=?R85s+$sF~MAJB=aFs z>6fta{t9$?Ah-XM2ku8JKr+ zs5HHbE$kGkTvli@rW@sHaJyoXn8WBG`m|j^E+>AiuRE)p$u(;YmJ`L9%x#EDS{6sT zw@Ny#u-@_LUNb~=B?HqSg<%;0RA}h|WHA+r)nep`sPPJ0&(UHd8n*|Qce05?S*>x3 zYL464Ax>x+?y2}$FbWhr;RYn8+vB!4gg-5 zS4l)b!)OQ9XsKC|DLj?Mm zY5T}d`66=ws~b~UfEdH=i&430tHyQYw?g*0QPBU=TUB-3bWj&6_$ZiMLQm$N*Z-yp z`UBW(Zx0LxdV@KFXa*Z%bHq-QJMm!a6;)*xH{T!=-rO)s>ra}Lyl1CekELx&Z*5`S zCk72&*FALVp5AJ{l#t5epW4S~Ue&6|PWNvctM`44x{fp8m zZ}_R@O+yD$`>RGv9%lBSCyXQw?#v0kC#iqz_=u}2fy)IkAM4wK+xbqV>692vA_&(| zi}UO@*hCPr=bF(_QoZ{^Us_!9tX-oGb(cskM`}Vbx%wj&VIdB04e%A8hfdM;d&48$ zzppaDfVwkVzmY+SnesoT?2Uo13x%VF#vVR?dx4nlID2#K>6#{g| zbSrG*2Ma2~sw{57P5#S5&7Y_?QIyiGhw5d^jcYH=%ezJzw-rm zV)ug|r_IxA5%lsXTNBk8l;UI3^MKCrSgqQsD?3gQZ7XUaN`JfheZ?dut7M~aNrp+F z7S7QJ(Y4H#OV2dvR$}FxbNdPHPW*IbB2b$BAB`3r_0#}GoL1#UB2Y$Y?^$eD_^`z)9&R>rE1< zrbc?8Fc8XOsjZEx_K1Un!E2OCq1s8#aH%UNiJ5;#^o8kh2vdfi4Q`Wsn+vK1=E2(0 z9nv?Sc`%(1R#S0?1VQBwA9OHNO`sQIXSaqJtomU9Zm~~2JlJI7;81?DqJM6r+PPBl zJev;NZf}WR6nNUC>k4D)giAx)q zCD1y`ta+5`O5OeqNBkM6NCngZ@=Bw%h8Fg#_ra;uQK%9n&-COqTNEoCZU^8G#(^p` zjWvUV?iUb-^kgY?e+E7%*JP~?_NY(9~0QSjN_U^8ul2oSdHTdJp6n=S zC|iazRjuFY;=*aB$g|X|-uePoP)zA1)E5+H#_v#>vAs#n0wf>F)4Ndz6Fyvny~UKT z=Zlv4#D$hUhaXf!)-uyrnjjIh7H8$3YwCdx7$y-fl5_P-%)b%oLos5qTyGDxo=2=G zKXfd)w=XYLjE8zvg;X@amOv??%qoNs`N&3@bRj{P_hh1k7VCJ_OlDu`5czIjw+Gxl zFzhz~oHG^~xq-|QpbhBOGB8j|fAm?L-ehoHT5B0NzFwzLzvVB}pdtdKEoJLC#Z+N2Ihu}cz-LW*{JKf9 z`O`$oK<-P6$sYhk*5x*p%F=1x)Q6N>T%nX0_3q67jjJ%PR?tr%Nj(m=hZbHJ&7BccpWXLJdf{$veAfkFeX=elBBhXecK zs6G57O(KC0C{CqPRBGxiWPuE#)f3xT32AMieW`&#OKj&t)~~{5g}>1+g26bt_9et6 z9)CeeB!7U9`S_S4#8=&TbdXi45UZE%3oTyg|N0yMfq_6_+#e=1?^P3O2@f#^JYZ4_ zSk5*jk2k!NwbD|0_iaw_$f&n$Dj+i=PxJCFhfb5JbkoR4Sd*CYtJHSc@D;!e1R}$$ zgXJ}np%t$H9z8JXOTd25OtJD!)&3g!9!qDg7n>d48&<2uq51tFRYznbD8Iphk}?PH zJHCCBTBOkDI`Xvi`ENiOqqUK_oNRGzk56W?mjN|Mw^ceQO9eUE)I{g`-z98fWelH> zYg(GPK4D4SNFq@{>%+`<7s8h?)jVQ@q*!S#VwoV>m>n0=5U>->-`BDGjm>ilcQ#V7 zxOlJ`_?y)G7@m4t2Pt($(c_G5*fp>_le$ z4lLRPS}SJr@mFb4DnN`3-Wy*a7pXj7vz}!42i0GtB@grmFU?sx6S&7(UOlExrc){u zFLM*i8qi;p1!2j3->uF+ZK7sEL{G^9+Az$q_PNl=K^+#s4-hL~y{N@9a)Rn%a zk6R1!yck}0eyCEUWq zts{>e99??ub^hKY=>_)z*-XLgLvj7<^pfIdObdEIz&zkVzF6S>OC2V!D_n7SSWkT*QGJp<8Gk zVgCB-Odz+(g7p=l#ML>ccvT8e_?tTh3vGTl2D+NLV4Y%9(BJE&RpsDOdu}R=@v~?F z<3S-pOqS#Af-#GnN=ZJW{n@kR!cx8HYRuAW*met4Usht?5@n;Q(#x&d0P#!S*^*JF zZO+%Z<6gRUl%OhG;`BrYV@JEP$i}h-VbwuVhz(F1q+gV_#+NGH;_Z0A>H1hMQ}yMW zUJ)EI^3vUpFo1pdQ<4boJc>Uxh<{g+%LVteqLQ@)0D6Ick~XutghZ;52}U zNF!v%QEVIXFy7`{?gn5)NCuIN=y@_4&|&$;b!PDUoqiXVc{JRs0ZNSg>g5^?8n$k4_TbxXh6!$b6|fD%rh*eSl{dk7qeR05BHeKxDq z6;)#_hW14O>kvL8Dmz>Pw;NgQ%RF7r^#&I6@iJcHSnT`}R7UToU34#Koe?s45fS`g zfSOL3f9INFI4`ivY#z%%*mXK-Z}`bYgAUB~Pk(@^rED3@VfmVC$ZoStHdUjkkO>4} z@7ZJ{-G7?M1-UJ`w`gW`ybb%^Lhfsuf@-Pc=*uW5ooAGck~OepS9ffc<_dpt=18rfDX6DBKezK z!vkKRoB_m;v{{mY;)2Jr2+WaK&(WyX{Pl^@AHnsU)I`#17EGkR%6G?(6(OW6%&)_s zQv{7z?mSpeVNf1PZ6|%7eynv7P>)L_bI0R>0L-2UeMZ#f#V)pc%Ub&_oV|Md(1 z05re60dgM1c1(oqAAYYv{dF_w_3$9-dve!=6#;(>?gkz9=SLqSco3nG9V9R#j0wpwy&QWr+bZT$t1O9wIJ6HUMAxe6jtE zy5kAn9pN&%WXPnaE_ROf98D>Z3JO|(+Zk+HT3dS!8ivxL78hSdBDg{U99C2s1Pk}v z%l)-z6vg5{&659m_-t^C62UfJKL2%p@3~>!+}w7LuJl=0%w52`{{(t~gh07EvG(dR zB$_FM*E9g>@iP21$p!FKVgd2=)xCT7LZ1i{QYjVE6kz9poL%x-J+deHjLB{t{d6JX z1*m(c6ThsnU8}X3Z*gUFyJP~17=6nDF(TZd0MB_I|K;He%8om~O&=KecRVmS`R`zm zNPeH4KbHpv{D*sS#G&unB5e-<1p}}!k>c2F{ln?v1i82*j5;FgLs|D2gyYx(qBt1* zk@5@iRlaHue7=nuE!CH1MqxSoRNxh8Bm@yN1Ar>-snxi|r-|Z;K~C>71Q&#BBG57G zwug%Z07ldEPwqbm{s1b%csvjS*QhX58dg6O$aef|1Yo7CQUyaLsvThGY1@*ZT;(+qE zGh2q6<6%s;tE!;A(ed*t58@w2?PrGX3L1UeU2{qGf2W3k`G9^4v8=328gPdeMDx@t zAKlV_R6$wD-i(6V)gmAq`V2~^KkDRpTg*%DxqTF5_B%$OcGe0YE=pf((FyQS3jM7G z5T1Mk8~EpAohwou!j}tmm5x6tlJV4uBk8uyQyLs@&p=K=5vlQ$*}2bBPqKHh;~rau z<6g9l!t(O+8>2pbVzfZf24DHtMjNd-`0^ZVK+;*Q+9`<3_56+LOvam_*-%dBALDD) zfHYfG4ebk~#=Vv<4Sk-RZki101xZ`qODpabub)_Jj8@vGo5n0P57u#T7D<(wvS!F; z6zU%+!Gdxo?;;>*k7tid3!LnR8O=2@2PdRj^;KQ>MS^vxdx*x}kFI0Y$4AKR$_L83 zVLFE6Wuzykr$0b*)$)9+4w&SEZ81>dg>DTW&>@*Q;0TIw1RQ08Esw%-$vHU~WLA0? zXe-kDsQ?Gbn8lGp{P{_cLjR3xsz)NGf2)SG_vBb(jQX{7L^ z`0b1-hIJxP-bBojX{6MsdG|_)y0mx^0GD^Qy%J`=ogtN%2>8BIy}DYTK#0X2z^&UU zvaz>MFHTZSeDCw%{d*GP)Jp{3AgoYyguAcMu~I{WvF`Hm;$wW?+}u>w9J%N&U-RGE z@PnYBn4WJgT^)9gN0(1IR&lq?jJsYqMVg9%s3SB@OvO(>8%!8?L-Zj1V*KaYpP!0F z%T_wk;#2G&j+u#WOM*~5n{_m@LzYdyJv@M{EX(=mp0>gEF5AaIVN_AD_e{}v6`pn> z??Bd3aBH^hN-uxUn(NudTcuJ{pmRB>Pd=BI+}m|N6cnWN)aMs5i?_kG4F`PAWK#Nq2N=%f04hP zjmcoYX&MCxEHsMG6xza^d5i~~xZJ6G5j-mCdA0{8UM~3}0>N>(|9g4<8f?QJx$~$D z1s=fPu)n+z6MFz|u3}UyS#%8`&{{XC*1DQq zj7?a`AO~5+ftM?o{U%+gi?=dl@eedW8Ud=7_G~-aI&f1d?m}DYASc8e4>z=%>*0zibp~X#6ruoJy?H4= zfRvbE742tXpOgP<%>FleZy&-Tnd{KJ#<)3dU>K96rsrGd3PD^RI5e0OquZ0jojo0Q zxqG@MHa}XTNxe+r4fZ&88=GGlZVSs2DKRdYFJD@9uFiTY6dc(hG5Xa*IG3N1-Y7%0 zJX&Qt%p`$4{;L*Tx$4^bobB3R%VK74=n`;r!l9F^+M_lojbO`*vID?}%@&P6_Y3=yRXGy;jEPAW;HVau z!vpzRv}^GyiYoNt&*~-3Zzb=f@cUgk06P?vMe3mRJB(~q zxjOp&`R`-nUdM?;d~1-?6-Jft*GY9f$MO+sjo_1&QNy zZZcIWvsrnC$x^D9%Q6BVA9-Xe6^Zy_QN~%H5i1qWCz(|Y zsE-sLopng+9SyCE$GphF?F>(eDgfR1)cCroQRz$$g6-g@*EiD=%!AVTZD|Pjk^kkI{{#00Hp#P*dPRj? z)u7rdb^X%gJ{ooFMbVI3cMg?Rp5Mbk9rgW`q{6;x_ioa6joBvVl?6ZdExU3@#_wG7 z1Rf8_(Xr+>eICBLaWm6hDCq9CO9AC@zdv;J&vh{tHPnF|(yWO!lWa!Q1EG|2dWY*q zR|4yh4zRXm_o+1 zvuq_9J`E2nc4C^(HI&jRpQ+?BV}{O8tQSHgPFqe7OtOzAcQ4N_Zbgywa`E!MPv!IF z^H!u!B-+c*SFF8@^NW!K4~Qoe0kO`P0q@ptRu1T+kfZDKa~e+nsB+{M0$r!60s*7) z&lIp*gGsYeL?Y@5`*GPRxvnoPA5z0hP80vx`vg=d*=YXVuN+~)X63a=+w&?nFgo~BxE zrF0wZau^>vu6s`;)aU9w4&@^P^n7^4npvG2cY&^faGWQ&bI@93eshMQ`^do6UL1xX z)d)v3MPd6Kq=wQcjjo*nJ2oS=Rbe)rAw!-GlYLGIS@#8rTg*5RXy1ufmip+}QV z*QE@bP2hrr4%b;1q72lx2RjYo%qx%E>5HsZu2X)M@O){|0 zk*9#`?^s+ZpREFII_PIDWfTY0$S&OgD}0his+D$PrREb@Uk0x-IFA-PAD-J)*{mdm zO|0Eo8Orm<&M%qTrv?y0(du>0J|=;l`15LYy(3Gm43V}OdM zS120CYAuXIbKGe{lyklTWwinnzJ!fQ{CG%de1>}QGTI2#A`nWKwwaapp=GP~iUt(j zUnmt7Gra!bFAexaeU~E!L~W@e5gi4!M2GlbK^qpDpR9>IghK=_x;()O^qBl>n8C!Z zLMMiyR_D;i0Z7v?M_}MA)rj3LU+I4oiJ%LmR>*arQMi={bXaIs`V6)W`+RXVOts;@ zf?Fh>sI=dXe0?jT!p@8wmtOrd-^csT9bfQ@R|m~ZS8dO@ssnxWW*Vjz+UdFN3(fdV zk8IVi-E~IqT+$fQ;Y#0t33~W#$cntDvbtkx*qFTMR`rkssEJa7%rsa$Zu0X$*43_4 z252#lxvSilF2S@xUpwAl!cB$2Q&-9J85@GVSp5+w7X9i;XN!4~SgP4@ynnkf#P66M zP6zlZBRQ@mrITai0S~#K98GBmZC2*_0}6%gVBVFW-TE*I8s~mw)qZc*?x0G%2R~T2 z!Rpnwm0`svvSCuOdy9<-01lBo-x@O2kui3(g5yR6VH(~qci5@&Hl1tg>>P9h`Bu^5 zDh&{EV9EoXVgR#$*tzC$he`;rC>OHwZae!QDfHy38L(Q;My^j*zn*lM!={u;dpF;$ zA^FbJQx7x}=tJ0Q>^7Ws$E^=0(g4hnfXy-3Jl^+-Km|PIQh8!!fmTon(Cvt9g%6A4 za8w05JJ0*~xfcU&Ioq|T;hBfi;?v;&#E16l_;|2Tg8istU9xGAe_Lg=FVNXnTX#m;`KYD zJ1d|&3{LwI3?_qUg~kI`dxdwdi>x4&8bW4p?$5PycAF1sV{kneU8`w|F+=Z;=cGNg zqUGg9nlEUMe>PGl97?h9=THI$jtk-4JI~iA_Cj2ahCioBSsz?|{oo}$78sJc`)|Vi zr^0u6uaBG~ZJ&|3u@#pizgMC(WNKO6p79(EhkQx$5b;9BE-6LzAFch?*C7p<+acH6 zZng%eLd?~coi==$!Bj0>90tg_ZdiktU%45|g8~cLF53X_dj$D#opwrNWNA!F75n%e z;UI>JG*yl!Snr7H3kG528evhCLZNOeT-*m&#BmId;q$ZEfwhJ!e>XQJR|_{mu1BK2 zzfNIvoojDY5cuKYYjDxC-Y{-K54htQv-rR!n#1R~VjkInTwpENZ6I%-rHx_ha)6bM z&JM4=x8;Xa=Sz_AeDnUV&z$%aA?Z+pDEaEN!{_=`=-mj~dv1!KmI6O5Jh|aTrpeHC zN$U#l_e53QsW#x(oJ3is;Xi{NL}QivT0)ON!<@#&;uL z`0tOv?SlE+;Y>D;@n5I=bb`kDf0+~FMI>~0?7es-`}e>9 z;Lk|zyRb*1qT|pw)6ENkf=e9SIC+l$>uCSqP1W5;EKJI~RtEm{e-INQgL9%0v55%W zIP&+$Bo$)+<*a2gJ+2$eT9E_{3yq`XIM|=#PjTj-{`Q^YdRQhIXFmOT2>w3lzmF1! zBZ5m5A;g0I?l}HB@pl`K#7I}qaiW_SV$TDTMt1kM(EqqV9v94?!!kRTq(p!7%i%Dv ziY|BmeI>tKo%zpk8GE4%cVk?Jug%@Mi}^V7&0qYFtGJ#nFxTT!_j(%VKhO8u0b;xB zN5`J<&>rv^{`;qYeGJd9N94gadKtp6SN+edATC9LM`%36etUKEC�~fIt_UDE{M{ zFtE5D`OhLS@7)3LjT(C{C4Yq{F{fvQ!wxx zPQx_V|9`&%@?Qlo9?J*1FaF~s#FNPIjbmX&Z+|`RaZK}>f{Q-Bw{IY=bBa=oZy+&%1*+}Ga~XS1Bw^|(KmNaL-BQi{uA=1yQqhey_RoDx(;=d} z*y4UJhyV3S^Y~+dph|!X$NYES`k$kw?Fk-a!3?Ek;LS(;>sL*&m$<%E9PdR z_4l*TPT-MTuhiRo@Xtm6b;M%~hZtt96e;TO|M=T=5x4l(AbY~z{GJ2F_2YC|rop>$ zDg%`WaFFJ|Noh;KHA8MZFdL?ZVML5e9S41o2;F(}Kcr znElkoV<232-~>H8+z3O)_I(2wAPWNu8X-U%&tYRJYuDqBZ#y7yF0_&-1otG9pR6wS zyPa(y;&C{*vw~`9s%~rWfKlauCn4t~cHB#T-_Sy>Z|Z^5UqDHv6+l83woXvXZY~uC zLWk+c(25puuuB&i2wnRbG9O#iPKbdB)8a#aj*3h!D07x@QV_Ww8|n7(m2)!S4k6*v zM3Q$#54@CP)IZnX94MLKQZHJx$WW{FWxY6E+e+p2jMzwfGo=DGCjqTQA%cV%G!onw z*;ALGjUW^Wv*}H>Q$TjN0e>yT=udtcQ4}oNy4Yo)Ds*$49>AjRQYsY|Bh}$E8%Gvf zOesmHi*I~kv{@#%+SB(zs&l$HfO3pJ$zpN4j5Q3;0eo@(!GU7HI#$0&IBxODVzLVF z#{;*xT#Z^fO!7}5SqgbAd)-4vh&8)qK8a99zBYiUFB6Ot`+5O0i)L;B-lYX3wW!Z#6~; zkXoXFoVt))oE zu5P|{s`Y3p@Q_W~6V$HiL^`7bg@NE3$0-mLK$b~Y!74QwYD-q52EF5t1MsV7OE%OM zK%2-Tz!M8C4~WokW$qn|dTCKEo2^LM>zYe&2pZ8A+OVy1kdGbu(olCN>}R^krINn) zet8|?-aIKTs6mI12#7M;8W#2Mrq*BAZsAj;=K1gseT~Xh^}As0t6%N~K_V$@Pjwmi1z!6$;T6rJXy`J(RAC~MT>J_8o*@0!-R zV+PVUEa1HM))b} zbwMq-SDEw4wGAfjZ3S{KMz4Y{RiV$D)Hp&tIVT`re6q4I>2h((eB=w$z1Vrik3)Ap zu|JrY0?ZP|bj!ARkwN!o99n##(c+c)qp1iH4>%9KncbyeKo2pY{?5&@snZo3)tfmW zl2&6eC6OW=W=sev);`%K1*;XcZ!kj!EkhwMXvh_VT8&ZDh$pNXHT4jH1J!+;Kq7Q^ z(it+};DxgL4GlBJ^`Z&n@6V~($125PWU%QUFK$t7+ zMznikH|7mUM%)mXBn33?pb>rs%j-70RKBJbn0($tH9#;WIEvBjnHd`Qd08lhWr7Mf zDsnW7WwuN@UQqG*UN@CVOv6$~fqrsZc<0%9+H0nZNDjxU_a7#U^-=Dl)*+|dB|INc z8+rHa=~F(i+ULimyW=kak*})DQTGnm^)m>7?=77%kF8Gkh48p9A5tggxaocqb(U3i zJv9nft#N7ff5>JN>d5VS9tn8%)!il|7htUBiULhMZ&!~1VCJ&(bjWy_#XQ*7 z^y+1qXm-KIf+rf6-RKi`A72ruIl*|L6#omTNu@cdVzL135LI4tMZj!{$&6Anz)n|> zHOj3TSBb~~%CPq!J)xUUZSsC+N*b(UZoL=i53ypGh++t9cA!G{5hdPraSZC@VZS*t z1ros03?Frr>HId!$^_w}F{pvnGgm;nS3?Enu1!{-sRBslnQeiloxRDPZPHjHHihJ{ z(V%;Fe!gT64WHd0AolOR$&l9TXkR(rsvjvzkAum+jjDba^^tnE%x8&Ofi41Q*2b(x zXxMds#VWA4JVyXr6g!M8iKEF7^>A7nJ z(1!@&FkzuLEvVGiqtw9N@k75zZ~*y5==(y=dJX{CL;!W0hGG)|nh95+DZwo6Hbi?j zPWT@B_LIcQu;{>|1TH3^xc1A)q2pf1l713l%r}p?*AZYCPF4l*jT4GP!~7n&+fw6N z3}%Ndi?r83oKs9k-Yp&j6ehnkXRpIw4}Yr;jlE8&NRRW(R4tHteYE8DCqmBIe&@A0 zCV`phrhtb4>v+ZZ3ToM(t(Ch_)Xh~`=myzTCdFgaw_-oC1Jp)&qsb}{(}{{!CX?-J z!3F{o3!SO~{>A&29j6D*B=U}&ATp@2*}4Q~yHM&rnW!$oQE8!#t?lV*1=MVeJ>bMd(eJeqr|z_;J{Ek#TxI;xY2{1 zEYX9*K3Oz@YoxpbuqPLW3zFq=ve(5Y;@EzON&)loyl*IHOcE58HZ3zisWPNMr}pq` zU>7o~%|ni3YJ)bgq%5EG*D_EyN3cuA`6HB3pgh=OM0jiZGi* z;C8I_?h&h1%hve8DswmxeN?QGwMB2Ol=FPz5;-dqp!o0x#zs%X+gXGUMlv~{q?wRfeNy&Y&+I0lP+$v_=7llDIrfEVU>mfFQF@zl@@a9U>*n6`o?C^akgb24z>qn zTZ%qd+3T*g>4FfPAI~wB+fcf+vuTW>g;O87H<#MgELILURew-pBF@%nez_sj8cOLG z%VyiadSw50eHbIXT)8AYXFBP*ehg-S!RBwy;Qr4W4MCe9Q|oQo&ELgW+D(DeBeHX&d!-h@M9kf~Z!% z>p-wCjW$l_-k(B-b5Jx}nDUnY&7SepVf>g*2hlLgk`vHwb%gGXagJ0uCYLOX>qCve z*5)KYBKS;xbmRm1Y65IzS#+1^BmZs#J2C z{I({t!6#5~z$c%`eA^L8*;{VSt^_E$y4~@8@Xpnz#tuMR$^8~Q90XDk>s(kYZ&-5o`mx}{jD2H33hcL)8Y%4$Lvy6gz%ZM`Atvh|ekG|$P?;E?cOn~G& zPEbjbmpdI~0*(d=Abh-y=^Oi~t^-IKX+oY3aFn156@-GDL=UquUj8hwT|Ps)b98je zc?I}Zko~mk8v72n-mB{6$pF~{dnf)~X0y>e^Li0+9rrs@mObk-x%^O!N6!)i_qV3T zWM7&d`-akAY1q+MT9jKIshF&pBD6wuOOg7WP?^^HGt#Se1e`%0{BdHy(c;Ino=^gp zC&!^8wh8;UYH`SSPdvuOXj+nVnNGEg*a*z=oY@B+ zZxG&PFH^7SNZd4L#FN)%Zi|o=RZc~qlBZx$osPDvOv33khARRg(m=kAj&>4_T=ann^LwQs zv8MqKEAyI-w^f)T1sQ4hX~41wwWvj%I?V?WHQ#m z4L;NHTJ_QCv2hw9Y#toEhNIq>nOU0#&Ugz-Xy$qCgN29EU=F)jl|iAR2dIc-Rat2?&*QQUt)Za))CJ+0k64I_QGs5 znul}(uE25cg+A2;iTJJj!}SqLxAW&iPaYVY?zfVGYAV$9PQz`fyuE)ZTnsSi5|9Rv;;8ZD4TRwNIlJ3Qm!~ zU4#`3dgx3Z))Rs40&sIQtBLeR3i)@ZJxRrG)2PXG#Y&+i?UvB3{t2-BZ^+Px91dTS z$)M|QkuvJJj;JUaTh`EYaxke#D{#zl6`;XY3HH@S_QrxVtLCD*Eg2q9Ty!zWk061klAWp5(-0u3WpEC8@zaW4c;Dq)yuXd z{=J1CUv8zfx6{|I=4B0)PPv{5?JwlHobTMZjJC+yh_kN{0b&O!Aj%-)*|aP5wW$vJ zTK2VEe-ED}KMzDSJyDA*=?NhiPnx0w2Jo&%;YZGp7QNu3p_$XUoAXI&Ag{bSDMA>W8V~%4dd3Ek-S+H9& zhT-rwwj(IbEwYG3UzHL8Z(J{5*IgM*!Y^FZ8E207pa3-d3eu@pX=a9yiBTaSWBCp@ zvR+Ml(k+&W$K4L5*KkdrSe=FL5M6BfXL`ieK+r8M_h+j&7ZEU&3SL_pB@pBfTHqvMql?E zkgft+m!5u>AZn)ZWK~ID?j8L1sVY~TdmSjfU%r_Xnok&q@SCmlddbV@NQ|Ef9PlON zU5p3=vx}FT@T5|ln&d2-?;v{r4^*DnYm|3qhO$WDH)mc(3X4h%=1{}QnYCiFy zH(5{vN(Ty$VFznh1@FuoZWWB$s37&~ifD|Z356z8 zjb)v(3@-c4*w(64a#Z{(8oLj)ZaO5T8)MMs*4vAtrH*^Imuwc=7C=r*xiro-Ty9+n zaTuDCh+|u^RpA3uv0^#=b2O~U!D?8Os^=cCw%VmnY}6Ei zb(pZPw^8}02%cfW*^9e(AH)^uEtb(r*0}KFvF$%h@B`avcmvM%k79+){YWPB@eYG2 zK+O>bahg~qH1R8l_+NocYt_0c@56o4&1(c&`0Ox8tn_ImkTOXS0@&8NOv2XT3uizi z@RQz-5HB;IFsB|1*s^&E*mT7VP9@KWE)U0ql2kSuQ>*|A1h^+qkb+tT!epyh_S9uX zN(1pDO3)T#KPLT*_uc!!L2sl^T4QHGBeVw8$NNjA7UN}`kF0Mbnm<3HM}l?W!P~D@NLD%JFDEj8s6;)} z^3NE&`-Z;eI2cODwFcNSWY@WK_n{AJmckWwLEGH82270L5)9Qj!u@O8gT!=AUKulm z&Rs(k846oQJ&C#C>jJ=jn=M{$KofH6vKz@-gt_VMl!^^KkmiBG51;{^h)j{{`fu3`D^vqQ0qBvzX?b?RK*QrS z_Q`w`s!(X;754!W->rYvxcd_xnDE#2e_)SIQzq8ag5LBny>^`TyxOjC?yK{OQ;i&Wqu&2NDw1#>;GV+$210IXU;Fc8O8F)_6f3Ybu>WtPdh^DSQnUsyMH z$O4_n&mOnDqeT@hst1$-8T5&U+l3cWu+vhUc@kc(DwL~A>%wa`lyWMjpv0Jy9AF{- zy|lI~yERp3o6fGy9kC~#*zkkj_oJAMNP4oS`Uad{?b*c7< z?~7&su*CUD{A50)MqCXr*<fKD{7 z^;ce3v#}Z-g_t8!kxMMpuD+xf%5-WK6v+apFPl%lF-Nv%%!9T}#IhwzzXqNP5_A-J zCY3L)&EB}(5|yQKoYoChcIF!NBDhyH3sf9*8vMLd2yrI020YLkbRO3AnGu~XMy2oTW*q*4#`n8%1j#f2-t|Xs`fr$ zzuo`hay*kRZs^35C5Rya*A)`fhageQ| z$c*fn%`vjKLkb~#?`#>z-ZOh|GL9pAAA67IK7D`H_xJps=f7UPdX+x+eZR-`zOL&X zeZPDo8PH2X@gCKT^sFxX29#?}Q$Zovjus6vzlB zo%V*k(1%G8G#;_w8>rTObW8T;+qd z@^}ARc~N4LFun}~>7hcek_cVhgLFD{wb-#672zo(sPY2T3gvk33q9j@6L#jAjP&zj zOiI62g>xDiWYnFjE?m}9$T`fnS?Uvoc!opUgYRc_#q3q#4XupAGuo$ZcbDFkF)M*Y zJ61R!^i3hrifZFPxvV3W6Z#D)I7Ok9qdb#44vojjLr5==6(#1V?39I4b&aaWd`Xo_ zlxgDJ8Og0Q%AfeA0E?C|7FJJr2`|@B`~tR^umT`Of1!&(`cj0Q$-tZfv3pvBn$Y>v z?y>7~p7W5-v2O}Yl2tfZq>OKy%rp@jz&6r8m-d^TV$dkQVv-^u(~hEJnc%+oLYImt zR?lfTK(SAt=>!;cpgldB|N4ab%96cR-xg(1FShBbd$$4B*8c}wp;bh8v`o~*+#n$SI4jf9N<$a{5M33u zYK;(oa*pU6CBV-oLW3AG0KpQ`~+?E%NKi=*H674tDqehnD=8ev|!zi%l3y!%4;q6rH=G>23uTKl5` z{P*~nwku^JT5iXhAK;o1uFhrnfDh#E;O#Zn6@GEOyQ}!`6WCG!PvG!)PKEnVcKSU7 z5Mk`AI&c>|aaaXZc}6IH{r*%8W?n46W9euuuiH1?0Clj#+#E{j z%DgT~LvBlH9egvAjjO%K1c0QiwriwgQ6L*s(7;adRBBy3UlE17A_{b2k0;a8io--pb-{DOUuhM2hFCTUBd_ z8qw?2KOR=>+`8Gl@iu+(eh9n1HU^TCJ0~nRR>5!stjdOacc3xC?@XkZn=5{PSAwr3R*N=nzd zjq*x{D@Wt`xT0pyP8!P&hU+WFiduLNeB-q$Sw$bA__>4sy{K?RLB4TWpi>p4L z?K=hTzF)*fgU77NyNr?LX0|!&6gjE$2NgnMoukfT72AO^J3c~?>6O8A zs=3`PUFpHvnhCx3J#>+YV?D!+YE3BOo=-8 z)E_Ee-+GtZyzPetZrgY4qREz}GnP`5bZPRt7tX6M5~0?VHn`G|!C69L@91cWaHl@J z`f(#{|Lz3NmUUleJB!i}gIs*J`nl6we3zKg;e!>%|AM(Ud_g|7{}k=_{~95nf6r1) zc$P3X>iSj8E2m6EcU%+#s1X)DknC^`NJ%(mabxo+NZ5#63=qqEgAy^no0BB%*O!#pZV{egoQ zlJ6r7nzj{c?~K1tWIpNcs0;@S4=q?Il!1{029MiXP)>27iPUYOHq(<;Xf^z}uTOS) zbkTOK!nLMk-HO+EQ%;RRGx{T$mZ_V@D|f1&)?HV(<8b z#^rl^SBc(MZ*qeX@HYv4MRUQnW8~$p((T&3U^`{2%=(8R+e8coz%%Wh2GM`t@qhiQ zKK>T%;fnMMyS?eH+uTk`A1BLMfn>|JbhqkV{Ke_4Ls6VkjD1*!38$5sYQfBWDzx|K zz&he3o%ZtL7_z-nim!Yx+6Y_Ocr)Cb?8n!^j1U0pXVgemc&CZ=vkzP}a_et>=aH^i zZLnj?7xRPz#P$JI)irhuZ9C@;e(c=bYxpr{M6X=>2lK8Ux;D^o#7$=h3PwKw#gkpj z0-Lh>u0rN}26C?Q*we?x<@~2c-D+2Nt?0hAU=ipHMn)j2xMDBm#8qr}5)ZF9s6XU_ z59&U7`}Z!0_z8b7ivA@2KXCo;7lQ769B7j!u2KsYkItq|V45pmM4mpeh_NZb%#1jt zyfnNtZx_PqN_XG-c*xRm^XJNTn{G*}$(Liz5|Ao%#!DCV~~42tMp43SJkoZIzD$};k4oP@Z<-$I-i15s@JWO4-Lt3AnX>DvYmEZ zGai~_DVt^*b)+sFfj8&^Ti9Tsi>T%CTTB77oxHlujnj0$kxP%;4}@`YZtp%WC;6Q# zFL^jKJ+?U4x5nc9mR?=P{eAdGITof%9_kXK{JlRdbd!Wf%By|xNPA6xn{_}x4^r*r zvh1`9XK^++?ypo!)dg0U`p0*K?D}$1>0e;6J2MZN#P;tvBF5EaAfbw^Q2g&N6lJ5J zcwqczrZyV$jsDxPt=aa|yf;N(O%c`ODN{<#2?({hnNLMGZ-ogn3MvmPam#C!o~9I9 zHfj|*4L|3msq@qk({)iXy!LZ}>-VvED1$afF~{-k?R5OF);RgD$6*2Fz^Q|^fqWF^a)PK)J!@nCmBipT9V zXgOo7RK4>vY_-UMfUwWX%+De2{wqNMNrcj0mjL6ch?#Nzuz%B3W3eYba7BlE5e{SHh@7j0Z-asD^=k?y>oA;qK)NM6qDG$j^13r}c1k`~(rg9X=Pe^Y zWlNSrlct!Q&AQ)S0E`8#YCl7g*W2Y&cb9aP)ayu1X>fMUd*hosdiK`vyRj%z;?2FL z!bEO5gNW71i{<8S^LLQ(7|h+aeu*r8UztBu;_sKd@u5EClTh?DTE!|}mZ0_eXL4GN zCg+1WuTdw2)BBWRtMT!|$AwlaLvI3E^VG-^c&wjWrMIE_Tl1dU4p>(s7S=V&G=|Wn zsAKX9{#0et=gPyvo~K*+%6|yD@5!)lPBud=8U8%G|M@Whh%j~46mcA=;`|Ah@#I?V z!1al;ygidJfmfRHb-EM0;O%UUzhVMyIbD^V`L>ZvJY9UMWOU1r#Z+-e3Zg`3HG(rQ zBba*Pzz+DX^Em0%AQH8k+^*;|TGp#wu`m_ztKVM=eLbD&-=F??X1ygDU360YnFSOy+iBJ{r9#^dEYOMi zw^kdI3@Qa{+;G=oD-ge}mS=e2>%&m4$9p?&@yx(zYc0- zMzVJg!VWu>xIy|#@~7S_$jKiuvRGU!+7U3ha`h^^()EgE@;TDT5ywD>3g+JroroUI z90?5!7yTdR$bZU9do5aiy`LLekxci9)GmXS6ME*hdr16;hbtt36C?H6cN1+RAjTXH z#m1uF-WsPGNV@i|PkhBHO# z)xTPw+fKs|dGuz+2Z)Kdq5Wefgdueiy`j;AwZR~ml%12Y#f8FO?E>XZp7@Aq#e9FO zNkvI(SSWyZqSeMK%xW@UHQiJiA-B|s`^y}ktQ1aGqv;U)=c1U)xHEH0c`X@)Hfm+08_r^ zGGJ>SDTC7a6UV%s?13sneE8+w+P+ECt&C^V6gdj{vf>QdH8<(RjLi7T-`H*ZFj}aA zzZH!>L}&-{$SIQ-kK5mQ)QDpn`eju~thH=KELcbXp<&*s)!e3F(b>;=CbD@%o~INI z2(^77b=sDW%i;U%`ZJHC&l|;5%yUa*gXNMjr08Yt1cR8Uf}s_eD_mH-ZI{veKxO-u zhxB?sDl~AyFFvay<;io=(ltlD>7=Y1Ca#I-5|~7o>ousq*e;+78bG`MfQLD;2jLy_ z%-%Y_78OGJ=T&(`p=tk;P85^)zpu%k9QIE>AdYHb*u(jl%vXnbovC=wcJlEc3Btb7c7&5G%6O{ zoYx=nsWtdQ(WDodlyrGpZ_jC4C*?vM?6_WEQF9{1$0vBY#KHWWF0YMMIY}Gu2nnu3 zoQiHPZ4MSX28l=9OPk2ADv>Vpv-+ItY2y~Zt*AkTkm!M^TLVLu-n{8)DrI; zd=Z``nRaH_7n+#X=CbuYlL;n4e~)1N2NI;t7uM@5wm&blY+++Rs=V3~W!IJp4j$K8 z_$8 z&W=TSe;q+rDWDAkX|C{N)CA2-;{h1o>b~pA!Fmwb1ry7HYdzOR56A#j;aNJnQ6O4I z9TIIX&RtmR%vk?S_$O5R1Y*9qh<9;$tJD2EVEy^;{_9YMA$Ut8j-cCOhfl<_ON_)N z!_`0Fo1gu29 z2Ik**d(GwX9~UJb%v(iF5K{iOpUQt;64jA+vh6nF%9`drgr z$CX-_eq=@f%9HqP%ieq|jo~pB@V?P=+^C2F7-5;)$r03L_KTt%e5wejfU#kSJLK}d8hlg%^aYnXZI7cFK_E1NK`v3YiW_UputEGpx ze*q3eT9?1)z*;CNC`>dx^2Rpcx+$s)UC|E#n?6z@Td@Q1^0#b@EwY91ZC z0t$<3cbY`lBL+b3^4&J;ise>Hmx{fo@Qt5=gmDt(f3ZIS*B{M`2Qkk%1nlR?NchWP z_9$mdf+Y*NKqRkI;f2PHd8S4gH2EG|aLx+eV)|PFp?mt73ipe;{?Cg~|EVQu-L4wt zKWple2P??fZ_`W11(9>4V_!~jEjisAwJHc)_n>%7@eBOE{K(ZrhcdN_?Qc+St1G9ljTTy;j|MhHuS}E#?qu{)X zaW$}oj!43@;7XIPt4s*rf76aOiqVjPYShuMkf9UrZlHg>R)nF6QY(@>GTGs+{|2zY z%2%NV-rFSZC0*l%vRI|tbM32o+D98z1>3;wB25WSnC7&X!M{)yNiY~Id zqmy9_#QHN$sJY-*)S>M99ZvB!BRS-SI?e2Z=_)x^VAS4kFhM67oVGDly!Vr?8+5yb}DTz+0NDLbbHD zhtdNk4Pj1wn|KJ=Cl`4Bc2dp5ai{U1yJ9qP$2q%x_&*_ZTKcL{&;ZK=kJ`{On^)v6=1e+5?)&tDP9cI6j78-Oj7R_q_K5XaVRw(-Nn`iUdEG4;Y zHPgx~m6+Iq3EE=s1tP|<1W)^PF0?_~fXDeB;OTiX*{_dpSzH=cW^!23t>Q_t@2*Zm zS{ysgeEv32eI&6kIcm3CfH}Kl=j&7sn zfo8f(OwRjvsLjl&G^Bxgto5=sh?_5{U3V=bNs-Rvf%5@tzczi9kr2zy!kLMgE-Cfg){wl+M0ZaWj*F47k{+-{ zkqiM7jSMxk1Z_StmUj^d&mUtbSCYg)Ys}X(F_h0g491D;G+;y<=rp|W{aTj!%%>*D z)SgAP`W{fThc|c%m6X!CAS=|muZ~vP%k*DUtkgGL>_NnHje3H?;#iy_{5y7HuJ}`*l|(ChmVyB7LWt#jQd40Ki=c6f zdQj<_4BaZVMS^T2>HZNaBtXqRXPwb8p{QG_Fh&FGvOYfK?MwQ0aR!fv8}tJ>06pqj zwVrLUwWfYD7^p@sO$0b%z==7i)QqofF_AC~kW_U)Jf(qE`>LFQ39A%Q+WGPMv?rmf zo6?=9`MtY!sM>)A#AskwG)HWD%Bx&hB`h{g*yFi@SEDzfxR{vFE8%&t@=>oRPKB;& z6uetWJ643b!l)Wt6Dtu~V6lp-Q|b`9$cZqUDD^S70I=K(z;XjQiWiFk1X+^qYw5F` zw-w6thIkkioJ4?7fU515;0Yj;jGK~VTcgHHz<8ttBsn>-E2bbZzPADL_d_>HVi1%c zbMJ)Xl@B~nmPWuF3m`%f3M{yU-t8VQzJ~A_Vluq(_g8+h^VLe}zrT6>4Im2bDQEx1 zy%4@b^3-lEQ!-}PRXBUF_6=k)Inu)A8}@jda$TL!IW=VzVt$k|pQ3AbHS7=_0lt8xQC$D093QWu}-5 z5_EOSP%Sbto2nLPd|R#sY}1#9B3U(Bcmf=fFmx$gzRm*>9SnPYRBs^M7T zvn?$x#8K}C6f-GD`%!$)N5N>vi*8x{GsmaZa7C}t=ml7ytu!8|l!2hLbZ+S)=WO?y z-3Sv@njTB>(6)Q>CmFjyx5L>x5^MYs(Y@XUaPX>dS|%bUAK{$$)NcP>A6sgInb6Y< z9~D}3(I;$k^$xF1+hq)q#W>zb^Ysi2(pum6WfLGHO2$yW;b#Drv}VOFk!q^~D>|i} z4Hhg#U}Ykrr3x{szg}-Lw#_LX$r_(^u%DusJ8nKfZbC{;Q2$MFodJ}!WYq*)nI~rl z$gWcVW?zznD|f*9ySQZ(ikhD;6%)X1n^Vp-ZA@^;t?tPoxRwQ&IN$AOxq_;KhZUQS zwJfgKQZ|0VZ}fz@*cDRjR*7QqmMptFX^BjL_fsVM9gHJd% zK%P0J*EVn|A7rWl7n+(2H~VOI{q%4F#uR~}>VuWxM!o4lR52-wYOKFP45x$uBxSho zt0#b;Qq6S%UfQE zA0eiPA<>I7&3=Wttz6_hR^@=YBBokq&Wd#7n=*YuISlRl10VWGVIEi22N4nI9J4vR zMhTtr^9wVc@}EBCztpjj?IF$EC&=ynbCE9U^()nfUDtgE+*liwMo`ZhJ+pVu>cqdV z7Q>?%U9PSw`;l8rmCPV3)G^B-SP@g9=jV!xLwm~)_oy3-bUzt>FND752+C|MF8C6<`qr&c7J{7OT3*ltbgezEd9AohLK+{ns9Ogvki4 zvw`Zxa`hVq85l4(f{ho3nf=q*=xXo-KLlfEdsG6T&0`U04o_$MlF)<&3Y`zJTzOq5BN5K1i zYN6b#@h?}`uVll>jHjMAj_Ty4Hs%Ua^o5VVUQ z#4kPed&A3slCi~Q}F>tRma?r=%@!ysO|cAzuxhHq$;{mYG`O! zNE_|jgR37!w!Z|s!`;d{P3-bt(c~^EX3#HaaX1gjc?eGuXTDv&(a*95@e3hEI6Zz9 zaHp)M4`|kSkWT^<%)uG>7GywRpB7+>t8TBOjQ~p(PE* zrTMv_Til`Au)Xw0+APdWny(vn@2E_;z~~c&Y+4x3F`!qfEh>9>?(7g2N<3}HZx`BZrLksXt%B(5D zOr7M+&#Bvn6QBb{Qc>osBr1wb@xqJ4fGmG=XJg&lygkhW%dY>D4|oX5YK~vtPw;k` z*A3ev(l=`kcw=*kZT&b1MEU?`B@WHbt27@30x)^vkNQd`ij>YLqE)Oj&Ng}&zE2Hp z;zEt-cyC3&z}`n8>0uXVk)BVS_a%Yo*8^|dhB4)R(la?NmnULidxXhLu#0f;vh7jq z^CEt1x!2*0X8Nluj1+x(k-(BJmPKwIEb-#8_A;ykp6p43qII1kxoXg!MA+2X$@k@5 zl!u#^6MnsF&9TK`3Q+C?4cwGZW1Mw&QyO`RdYyOtOB!4zMP?3`Kmo;OlzmYpuxEHF zohZlxBvfIbr8(MFJ1>L;3Ph8t85)Mu;n6bJu> z=YHW;L^No?I#4E_^B3GZS?F%yzKpzRbZ>F)Bqg@gP8Rw60BqDr_Q0kvnm;DH00;ov z@c_H-ONS(prmfl@Kx;LR0s7{j*?#TCY0)MSwGl9J1;Xv?ibTrXQIphhE11nd$K%+baJN!Pj^QpT(c^*hbY z2=;@FXnm;o(`NzG-$s69Os&wk`IW)$TEiq~lKN=49B@J+;*kgtJS zJ*)RPOBb)Rwv82mJp^9bXmqMb8Z-Y?y#J58T+;&#zD>rqtL23OjVT3P1S_Zv`Lt`H zI-*yqeZ^(`o&P<_z_`2-4*L0n*9oh?N)uqG1W++Rg%x_aT2r?-GBHx>6`pJ>O%O2< z!Wh2S`@ZHD;^uqs1q?cKK>4rdWVHFwe2dd*_Yq*>#I-&m_|T`#P-R3)#ZoDn6Qpvl~JQoUsnG zn~f7L%yUHt67$h^z2X@D9Vvu!$b8gzlFkXLt+q8j(SIKhG9hDPR&2?>TyXAKaOuwz z_|?G!kr0R|PIsbz3CU>_u7rUqy5r@}JK^l%^;5{8gx>sDZ|Z;?iLi07a!9|~chjr@ zs1|2z*P@=JNWLE|>aC@<15`2qJK6y@-#w;GM*gbsRc(TW7$Mkad9Xsn=m^yG1`-X6 z3C;~!2X@mehaGA{D}cZ)koCGZZ+WMU4)m`AOkaVPGALf4+I3GL}(z z#@*H#j3eZFek9CvXk2MLZ0d}t+zT7Zl6PLFI#ZxfKI(tvD%lrhZhO2t*xLr+p5z|4CYOW`4({@;S2M)lxr7V{K!K+Gtj9AS5VQn<6qWAFWp^2VGoL%>M z+ClDE6$QkIxl-SRwiyWy#y^Abclad=#a6#5(mXfeKTx9*OBA!oq@nhjX;z{Cxn8yJ zP1^XsI5c|9=79Fo;&<$0CjN!$I$ef1&=zXrp1dAEFefD_bO3OzfgcmWm9~(Feq$qS zGXkJ~76W?XyKJ>T+Q#L&T>ZWSVXiW{6^_a*HM+4Rwp?O~hnB{Iwg(3?GG!vkS9fF( z>&~HVi#qq1107`&v=0vhhRONO$-HP0ei3gnn7eYk?~0U!dn8K5K&)8-2*}M;ZXF-T z?>Mka&b7vrSf{wga*d2tUHii)NT>q%sPPpWEe&jSr+OdYAwYKX!pnsLs3`ZHRQR$J zped`R9`rH^`RCu6>YzmvTLrqW5IyU}&euU>R%o@GdB9Ws1?{u3R}(5>Ly7+JRgrb) zSZ`{&Ez4FHx(Ry&Zp#ZU+B=`A|5ih9RJ)Tn)0Fv^&}zs5=nfB!iubI6WjHT>_S z2X9cfVhYWYz8hdTZnqX zlZ$|Rv=qo8l=BRr!Xw*^%GArnbCBb`_nr{jCR>;we}Gv6Snt^3=MVTxQ`j5=lkIMJ z?$&IpSdjrs_0&3<)-_Us+5z`Iw=oEj4R_)%Fsa=_(+GA(IwjQmf>gvkD-QR zX|tuG#HowvhQt_C6&BTE(vt+2>q&q8lW1RFNqtSCr(b=uJy^ipEa&$9_Z4{m^?+#u z@Ek5Cyq}heMR=myLn01r9TS}E-6Mq#ThF|~857JV@<#->aLXj@k2X{6Q zI%K6A8?dP==Y_7WXzLynvy$D>26v6?@%Qom0#%!=T2yW9B1ewXUQB-oi)bWCmBP_Z z@48%-9pZ}NcIB{3*-CFTMj@VbO|kxz5pW?7ZD zqG=eD=RcMn3`&}2wgy_8>{leZsp?pyJ0EC%HLxEP7AGhi61oo(V;I={`J-OK!UI4e z9XTo-X7Y)GXF3lLU(2`w@YI>$=NZrNJSiEAs&*^(#Xz+qKH#3WZx1UCrWp?|aD^&u zK8X?Nbmmb&o#RqFh|x(M%StEkGk}Rlu>`Ht0iUfcdUjAm`88Lw*P`wWSU;RUS|1mn zTwwnQO3ZL+J^zA$I$BB6ESPYe3x=k6rasfz%4bk5Mm>NT)rg2G%-? zac2($Ow<14w0P$xpR(tdf0(p_(71jQWI*O8nWb7%+0CCRQNNG6@LfYx(Kr31*xg$% zL;lzYyDT>ex$b`aH?f}94tsy&Ou|4q_EC*pf=k;q%V5t5+sLzwN%&CVqUZcrGK){Ia6$ zeRlrmx?Y6qEc36^B38l+Kb1$Y)j1&b+yrlab+l0rw~Ag{?e;+2w~;jRgyes-+vDGE zaqlVAJptR!3(Qic+?q8H&Pwp36FCLykoeZ`Z&O(=^L(`Y4Ef6+5GlAso}YX>Z28w^ zI@J>P3Va=(UgnuTh^G9hRcK<8oTUK;_;bkka=OR})b)y1KC>C4Q%Z7`cOC zd)fhDKEuinLiru79MAR|7J5bbcpNs9{3-TI@${S!)F~LxKvz~|ix|mPVw$Xo>-mHa z0~r3m)2cUx!_yg`@E0f2j$^pY9w>Z!%YhLI%G}^a1H9%vfQQ({#%G&N>~8}{9Q^s)J`k|33uLLfJWXwT}-T7ANW++g!H+gyA}n^ioBvyfRD=lDTUE6 zT#M!;K_yv);l!;FzzIbkrwzbeiUICcDpSrDrarTc(52z*z&ip?B9PUe9KFTC+w)9O zlFFavw&x|dE-9g8Btq%BL08-QJ=XV+pICA&4+~sF z8fqF;*&kd7&b$UhAR)D<8lt|2+->Y8^oct@_-NyBjDhCJ)WBN;OSg~CL>;)RP>BdS zN>st7*N2fdG4HhA`GwCVnVkT0Z`}E)s$N&zu)uJ|MbGQlh=Z}SjKpOIshASm6LW=r!lmx` zv#cZ9K5WP7hF0*ohc@m~MD4ZD+3U^VTC|@KFN(Lz%}>_$F?uW*P6DOUSe^vg3%7jw zV%_IZwf#;P=Rl6y(>^_~-uulGVR%m@bL-9wz8N1>N1qkXO%UnEdEFC5UEdj>?XZ5I z7tZp#Y;qUg1vV5UXDxBRa$0@wWps^rd^OjIj;>qUdS!@#*apHX(n3nWxH6I(dL*jx zvgqxI?gGsY(_nPU4=fq60C4 zg1$uV+Yo~5{XMWC{w`)UWK(DD$3b_9hO1fr2-ww{YS2rB0l$A+p1&19QBq0YFH=5B zZZO$fVHMF?xf;g*a)j<#9*F-1LEpi36Y!*oEUMNCXP&602Q+0fAo zXV2V?eY8r5ca=gc4cJ`ibe zZK7gF=42}KnQ4rrOy_K%&^xUL`hF-Od}+WN)NW)Nq;gocoPCl)h1-e4 zo~u}>Uxeya9L>|PUHt49K3RbZsgh7C9IY7#V_d~(s#^{b^cK&u-ZqDdO29=qIs$JC zC|J#PF@@6CnsMmaa(B`MIHH)c>@QOK?JAU5wIUK>$5TBpi*;`x4^aP_03A`1H+7CF zUjCxnOr(1~dj8SDSy5-{Xy!1jNZlZjQi7+ofa$-^9_?zl#JzCsR}1UL{Qh{?_-G+^ zELlYg6lBI&*bp^89KI!?a$GiwC{D2ZQ>DVH!ewvRrb>MT7$iwfH{9yK#uh`uR6P5k zm)Hf_uALU0a!=KUJP!%e()EVYDw{^^t&X;@jcK6=(9D%xsxAKH-Gv`q=W9<^M3xF| zcp7`+tH!PYOZ@7)Lg(dTpvUj0hD*Ezsx*t3^D9yvv|z~n2BX_wDO2{{No6Q8R5l&Q z1|i-*-Mw^WddPX`VB&{cZw)bJ09Xk2`#5N8uLAOjhCz>tuHb`UwL-n_yQu0jU&(05 z_bGF;P*(d&4P>eo?R#=Z2T$gI?(=}{x}7dRw!ZBy?UzelIHiFtnev*>B`F+3<~5Pp>gN;p z9BW_vNLTna61-2vFY(w(Cb>b0tmncoR+axK&OTC2C?5vTQT>Uh3Z2*xb^O{YT-KXq zvp&>>qdnhY8yNRTE6KBR3GvzBnp~Z%gdj#{>HHHpcl{Zbx7jkz;F5R&*?6M_%tWSYe?LhNRoT zAE+Z;igNv?_fIM~d6i9tpwwz!C)C(0astg-3Ic;{(UncGr#AXwYs(K^$dw#Gg(}TU zv@#t?jaISB30(^D3}#7S<{ezK`Uo1OaCDcU6+=Rwhy5-8eJd3?Ff>+b&)5Zv7A`m&W8%drvjp zO>pXzbCq~%Ut`&HVn0bA4{Xf7Z>BaRU;xpSy5C)dxO0-vX#!jarwk2fKzx7?`w{oakV#*155{k06YLSXPuFYNO z3YP(Mpa?tzp7ss}6N!rL;k8h;Q$J1V1Zdd{S|QlwgE{ch?MT z)XDXyItkE-cPT`U<|+x}xUOQ(p%j;?GEMM{wc7->D~OZuiH^$oI1vum zG86kl&`E4;0_0c%02XE=*}$JhVkGD5#l0?pX;PA!i~uUW2~(X=I#*gC6#HV`pj1|l zUHLcA{7NlML_`)Se@cl*m@I1c!8}ERH@dxsvLu9z4@}t{t*7y~-)6JQ)h5%=_E%SE zwKWlXtAxA`NBI?|?Ys- zJrr@)qllZw1>*o{A)$9-c+G^LMVrQvpIAx@ig zGxk_hgN9C|^F^_gc=vWlLuUelPtt&?H)JoK_n@dQRIO~En_RcLr22ULspB^(rIX2c zT|?=_rME8-f~Q8=vJ(~=Pbw1{*VXY`|AHrzwE!e7vuF+ebu3$Ng@p>9I&40!($m~o zU;&IaQ?MzWLU^y8UcTGP%i1(w7LaXT#B%@~n=a{5;L=Ey(aIq=@{WNVQY#Gf*fBCU zrZzXOm*hQ@1-@@j7>uwZC(Sb3lySXIeX95|VD#4R ze5bP@`M14IUmUBwRr?*{te;=f*!HnmwMcnf-agQxev)`K;B58hKir{Toe$u{tYGi9 zJ`JVy`XC&4tMB2``H%dLn$kVGORWsx?X_K=cQ~&QiOfII9w@WgtVddD#e1(=*~bJM zug7Qs(^Ja1PPQq+4*y$^Dj`3UzJ|sb>$t3*RfW>P#-Qh?pDu7^VKlZ=%#EYp*71XD zM{Yjs6kUoUSXJ~PzBas8uz!O$y+G-4D2{3Og{60|W$d}~eHlo$&ct}}Dz%QWa1AQt zlR%v*SXL3;TTq$OE9u8d`D1O%(9~5<_EJ2Kjlg(Lu2D-iE~UV`lkdmd!~Wu2x=Q^z z2Y`H$_MD1TDd9yX*{l11i{xT7_b0bnG5{TCrs0@qGe(e)M3?8GvT}pz-Hq`@jytWQ zTJK1@&r=)J->87CK=+51ch!%5m$x^nXj*m|c(krvQRjZ*saA^Jp;d*MrtNX5J&{c~ zg-5@%2{>QC_@LcrE?X1STs})sQq9k#8~UH(@2MR?YIwNzf&7l zka9d>+**AQ9#%QA<59wy?G~Y=wRQQ1Bd)eFQ3%dwmJ74sU8m&*+@C8$UG!s8Nk4WF z#}ezjUs4@DvkzSCS-!EX_}cSRukLjySIy*waFJ}QNajvUK-Oo)yy=aDErwipibV`zVS@8sX~ z;l`Mx($=Yvc^9;EBLuaKa=YfykB@NMqnRwC?Dxi6b@k7{W~6;wRG)C(#oiV(G}Bf3 zC2KAjt6YbM$@|5gSPvmORmm!|v0}@TVyMRG2%jKQX&_aK9x#6*?t33hjDohWqcoRt zZjd3xGr;FG{dsfDK(c=8W5Q~Otq-T0XV)e!g4*fA?}@e%?w^$#<(YDk=YEKsbi^0) zqff-2GCd%q8DA`2ys9tWn5`r^zMeD_kFk2Zx60)i&6=I5zw1-GeVok=*DBH~F+;u( zjCrhH?Ya3O{i-#`-p+xDmh|%3_QbYnYvh`_y2JGz+k(G!kdF#lAvF?P^hfD|Cr3-$ z-#sxRv!q!=`UtjhElk51(~K+UJ2ut>$L(0%O!S}Zf0*P~ct?o(QEPyoUiUq@oW~x@ z{rcV2zdx$5`b~!lB;NqKs0opdVOAs@VPaGQy1Eml(RdrrPe6KXQgruh6JZn0y=XmF z{w~d#5|~{ScOr+&4=})}D0YHcbw2P*w%*TE`194PCAoT8+kzO%hCQdN0TPLKL)Glr z^^863ahM6TtvYI5tJ3tctgP0S?q-OC9>ciEp*!}ZVuEzc*T9~T?GhCHCG#ItW@IG> zA4kxrgN`|x$5qEiUMa`MA_~yl?xe~;?{v3qX1c^=yHeaEOWYKp4EE13fppPaYD~(6 zN`3~mf$DFXSI#MKk=gU31^(c)pMoSMT73;@)+H>w5I|C60hVpD64Sb zzAi}q+~#AOk$2}GW|8}i#~0ygz)%T0Bxbi03@;Z~WhQ~6<>)*fjazD(V)uZJP#XZm zj(0O8qsLigMsr(*c`Q$T_{Va-Ey>xlsM!YRA+&bzJ{E>Xv4IhEsN}O}sxhLgyII7g z5{s{+8TIz(cb6@2RF>;GGHNjMtB)bsq4L#O`Gqn1n`l7>+8O2S8HRFeAeEihYei!B zhX#8h-BTphOE=wMsIx(?RZedb^@wg}{o9(B5j4!onIFSglsK!u2Ct}9=zOM1R&$Th3l7h=oop!yp$owg0}1c+Ck-IPgAg z4_Jr&c(@LhOzQ^%bK2*b4NBuY@7pe)3>=RmBgJFsQN!P^kqe4an+|;+X*`+HtAA~V zSrJ$Ngo@_2L!$t*B``nMfVGUwA3=glkU~{vRXA689zsXrY#Q<@L~sJAy`}OmC}Ji9Y==LE!R?2tN9)_i`u>5?sR?1u1MhaAdaGzY4@^annNclPbIIyA8yxsI1B$3 zksQ$xX)5kN9~V3{JZa&JyDd2CW4D=Qro+2G>5p?VMJ&>oNMmBsjP1rQrgs}7^r+tX|?!~h9?o_uY6fY^uSZw?H7n~NT+>nBJ+&4 z2j7JoCBfsko!M)fE*+}aQoZvHz?!V&hYOd<4;oDS)2?tBbeXm;_vX^Tb_4vW$9m~G zB5;faMyH6&Q?bB8wnz6{U6wh@HcpRs2uoRl@uI$I?zoj*G<`nk5aIG%cnLjneJz}D84}jVviDH zyE+9dTlq08$4N&*KCEz=im^E>7tH9-70~mR%P$oTCuM`Fcc;Be!!|t9Z^rgEobYD;MZ%kM+)>CL-Tle9zv@O> zk1G#e&*2phObo-qDvnU>beNsc-u+cF`F)z|yC;N~#d_}CYnGxFN%v2%t3^MYH+Pdz zFOCU~6OvJ)+*qQ4RD`!&^*e7qdgyz@Xa32|Z@Vzs=?lz^?n1ZOmTCiwRF~$MLbr8` zQo$j;G^c{qSp(zmf%A1m8S@&zD@8PN;pBY6nB8$^q7b^MII(c1zt@pARb{8bm*|xg zuLVo6fF6Y9>Ub7krx|C{eYIC+-5XOT?MuqEZv6vz;^>`>5R~Q$dn60Gj@Eq0fc$8$ zGMWyI0CUS9xuF`ILmK>6YZfd+q7Wj>}D7P7hmij z1|Nww3&Bt!z^7JhK(8G!on1Je-N`}aG?8QI>QqwNYc#nuy0-nvS&}R7$wEcEko`yx zVkfQaIkQwIRl(k!HPNkqHS{BwT`ugXp^*)r|Mpk+?rVESL4p{5FsZO3Ram3^k9uxv ztoLTEDoSjwvAzn3e!?vhS3p5IKeQKhdc@z#qg8e>AKk{&a@sST@S@Dgw1Qn)*38nf~JlLg_GnAX4RRaFbhwo9N2Av z?_CtJm@Zn*%M;wsT!q-lk4yzJdu!R2)dG#VFZc}Db*OmkUKAPgS>_dD0v@kXVCeX2_OGv1AQb4yvJ zh@l)0Z{8Ej3kTLdDQBvXrbsLb_w! zB7eR(H;jlr)le;2rgO#h55@vB72GbKj_7OJ=v9lsjapp2uylcimM^Q@rV}{n8%I<= zT>FQ}AXzZeW|LtSz!l*B*GccAH?0Xc_xzG_p{o)RRqgecUsMKy9?BFHU_SG>Od%p$ zk~}y&X8uE`^jRHEaifjWY{CaGgc?ic&Em0lh3l*Qb~(gR+PJt;!a2gk?zTIVPCf>i z19mLWD0>y{ySC;{15sok^4dY&Jr`ZL;cXm&0+YMOo00N)u~gPq&_9gNO$=AQE#QHR z{cen#+?5bwA((J6VNJ!^ko8K6HUh`pgqD>2D0%M2W4zyW6HyB0V7eQv1Zi(cgM5wT zLNeSya+~J@UjP@Z8xmbPzOLN zGM!tq-s}5$RaYl+4m<90Yt=RD^1 zxE|Ma-S2maFa*BVP!M?yZXZ2pp$?fAfAWPUibFyiuzDogje6JO;eM~I+Fc0^keIno z2P&1q#~7RzK0NvC*e6xUVLo(?*du?Y{X_!s`ka~Ps7+@FpNpYZJ2!x4=BZR@&hs_< zml&)Z)8O3C2+(k3Bq9ou&wgH&p59BP51-Bk=BETN_YCsb+v@v%o5`(>OJAq93Sd9>hPq zZossRVEfJ<#f4#wAm#D5^}@-0!|TJARWAq$aF|c?hC^>I=JV;6RnYQ zOiOK=J65XPgEAY~_ijygvqZ~xM0klsS}7!%raU%x17z(<4{K*OrsO(?T_``-bL?Hk z;AUO?)MTd=k>xb^o$@`sec7{`fkMDIt}&`{Fq4uDoHoM|4i)U zb&|wjx<#3yO}Sifq`&&u*QRotgI?qktNq-U5wJ9VDiohBjvq^SrByB8j;avfW#tMD z2PIF#$9V>#^=rO644Mxbt{Wd2(THMkv)aG7>fL3(^zG^4wJgmNv&S|oZ2VSJ*IbMr zY9u_{&wXX5ofL&V!;U1|{S;<}be5eG-tNRV@@a~XS;PmGdMKMRB11;w3q~mX z`aTE6HS_4Ff78d2isLo*Xu)kcJ-8N9k0w5tgnYWY@oaIbb6zadq+oieGLQ|fMHqKK z3}&>RnoS6IrihqJhvS732eUniM}8(kTVj16QF|Q@Y0r;e+CL1Vcj{=cYTtDd(>V$9 zPSfqg^ZIr<*E@W?ThnjX9r!DL)H+->d< zw?!^r)o)vf``WaYI4ngG5X@_UT#W;qe;{K!TpPvWG{iA7>UdR~{05eLSeN<$28Ei^ zpjDp)MfwyV!WDLU-_B>(>#l|vS3>z(Ncc)ue&{_FN#BTj7_Uir1fNu@#OY#1k;BAH z&}dLR-!SxZ&NWGriW7C+vncJjU)qzhDiYF{uHs|YW>@G~TLowi4$xhOo&oWI`OcgG zaGzD&a+WG|9DCbGRLtJm{i?wu+`2dC^r)gokEo2gjnM583ykSd?{1PpbQTEziv}$! z==|V#5fe-O`>+I@!q6a?_}Y7{^B~wWIM@Sm1*ufenaGkzmHNDLrRLi+Jr&@7dg9C$ z`NZSLcdwiLM9B!PPQkCUO7}GrA&NsY4k;UY3!8Pi#uEy!6KFZ^^ho(^o`-&9sMbb5TBYN?6Pt4}Wk|K|E;8JGVjz?lhY@=*8PF`9jTJ;TCM9U3+ws?iyxnI4q zAnU=fZAK1miuR?WnFdzfv}&LrK|0nUtH^nMzO0Y|oQB=yU-MQTq$E7llk7^`@`zwZ zbR&8ka5sNoVXNZX_I2>2XOe z-lvgE@@dn<4s!Zm9*>KI9HujU$)mPI^Z4HVP4J$!agzG01=-9;E@>JmK^+fPVPH|s?Rk`;#e@xA$3MgR69I6N{WKkh zYCPiTzR1mDvGSm%Tu63;K1e9%{Z{%zo)A|*4}NY;<@~x$D#yx>wktcTgiXk(1wl$X zJ-e}?N(ZrFZO(xeLODXg_XW9+lP3y)$A%&BWa!+1lnF(yM|(HVGE0X+hN9fF#UlM32vB*VrHT zB3;gB`f7phKznAP7PDoNnC+(FwkZF!v;I(*LTg2^uHm1bl4^)b0JKf*VL;&=7;bA{Pp z#JNDtnl{K~FLX=Qzab!6?57VIIJ6Hg8rxB>s|V5HcbB5W8PNFrClK#F-xv?zUYo;* zQ?7~SwZ0qg5c_ZhEBl$>olNxov%AG|z*oHjH*?%rr!@G0R%3&#dTH@6I1i{OhOGNm ze|oT%Q4D`}`>4X`Jgt{SUo(UNlx-t4Mne>XSw&Y^!;Z^89SUL{qO)1YNy06X#JL0< zx;CF4DiW5nD+4xxdtvD#v&hBiib}q>>83H1L;2ip&aYPy%Py>-bQj2BaJ@ogDX=*7 z*tIFF)bCLZ8C<}>?P8X^`6aIo-bj`lSY`a3vZGxK`b_@yAhn6X2pyp=We5m3cG^Yqme@o+c7ii2hY3w*atZQ;tB%F3o zI0CM_&^gdpNK}N;XQ+h(9*kR1P-UNesXl03Pjx62cNLhoN9d8>G zR{3oj%||PxpFa0y#XbhP?s+@IwkWxSEj+3lR}sRN2PV|Xn#*-M9@Wp(R9IfY-Q)I2tSR9}) zs?pqybpNDEu}19%A>q{}DckINS)^ZcgL(OBQ%K5I$qkLSG7%F!w<4zjCCAa@u{&$! zJd#&pC|t_;qJ+dU(zG@2Mph~vg-p;v!k8FAg_I)i+1 zB8$;Cb(S)P4`0ZqK!`urbbt*Q+7h53FFzEmPh>ja^38xJdaXvyYHJO4-=N)a=a~i; zlWC!PVQd}zOEkRww5^4c#B%nhS^LLcl*M#lHmtQSXM>^j9N*j!)z1m61Bu{o0m?qO zeeM=C3iiQlD58)*1KFsMX0r-!N6Y65nduBam0~ZvW>P=_&1BtAV^@a?t$6yXE78d= zlh=PGxNb2-0NjEK2S2X3#YgsL^@zx(h~hns(`yQe&QP2tWpP~$x3xOjd&;#FL}8u? zj=Dn4Z+b05IX`Zcm@siUL`;%516O5y%_2BFv+Uc%XAl@W$RBTN2T_sR6>M}0>3!=> zBdlCT`w!7X(j8W>+~jRD$h$qUZ+$wr?l~5v=b3HuIKt=X*~ae1GP~TemD_NUISXtI zI|+C8ZZ!(UVVE4XLZwo!eg}Ejr`|%9YL<`T_M-0}VcItQ3ng7epRGBb; zCFEJ-hSnHBX!Z!8^cFX%mfmqN8?HOSM#l=)0UCRLrbNRWvMRUak@K?yT@*6nupzDz zk|ZWhBGqhwr`=c9@vQ799#Nw&wT~YFs%|z#lJb=&b9B^EZ7wr8U-6cBM%igywY4z} zxJ~1rg#JzM$)h#WrLVkVdDd8#C>~Mc#NJwJ;Bv4#{)6o>CGl5C1O#-TrOi{ zP{Gia5O!Y|3z{ZqyAG;69gMfPPz$xHj1<#CDBlj5I)JN@pt>IyW2jiIH$jm~3Krcv zeb1qCZ}32JTU;SSg%%nN*Y+whhy6+hU=trBu&>q2=+?i=Y8^(;HP>Xe$m92JR<+IC zX#BgI1y6>rE5lq1Ra97pU;{7HfL>*@b~s;eB`!r{#@i-;%<>mk^^CP7c)ceEzMS#e zpA8NF5(+#}A|++CV}RtHhalIb+{uxCj59w;waz5w3lGSogaakc-C}6a6F&8&vzKXqM!4I_enTao6v46LzX$Mg$4{>$ zvWQSy&(MDGM=AsO264dcZOp~*Mog%P!x*0pgwdMqK=s&wGwz7J==I||t2HSSZ&oD% zV@qiUTY-|kXRC5bp=s(6w>f0&*OEWY=?cI5=QytFAJXu*0)a3d^4wGFPv>hI?&d^M zJMz>+>z_i;C&cj&ud|xS7iNPRVQEt){o*$B(+T6hdyD9b;$6o(>QE0M zuoFtZyYX79(peOWR^(!_mN1&G0?F7)mqW7%d%HWCT+5sk3stZkG6$UPdK1+H&Ij*f`ZI^c zf=Gm8Mv*K7@VO{D_{P77|6sjxNj8+o00B+~f!d&k;|$DwZYzM~0~8t7&W%Fy(^3136HKMjblR2sB!0<>Wn zVUU=tMqX1WD6XP@gU6n~y;`YuZ+mgva?$xA3}la#(Q4{hR}xG`3#ir9-&^}I_Cyw_ zj6k6w#6vL;0p#dfUbbq%f(1-?r5nfUQ^|>l_UAxo#|gib75NaHG#(31x#4nXbi_rJqZ2B&QlGX$Z=f zKD2+VQTY%i=zaZl<$Ku*N3;}^qTTURcVP3{`+6JorP~#S&q~$WIH|(f>a=6Mj+z-$d zOeVd`ak?zl5kLuRV;?@|;F`|W->&94tMkQ)fbOFM@>l0D0dyY|2;eSi@?+SsO3|ot z%~U~IQ!2}bMUph2Zo9o%bM=S0Q(II)qQEP$mHU8~+h$R<%bk|;o@whldo!4DdW3#} z8|Jd;&&VEu$p8v4vL=9-diDi4f{0vEmxk?y;MxxEm-ddo=g1=iwj$TK=Xw_)>Jg40 z>Pr#{AmEv114~QH>pH&KuG^t`LG*MpKDvC@4-!=tJSFezQowzT;j%}&>C9?5rVgstC%(b2BFP`ELVovF+feRt^s=C+%HnmTsz-_n!YkvB(G*CyQV#Jwma~e8A52D0Vk>daX)Y0CF!nv>(?Pnr-h+ky>3jU2k}#2A~I?$ncr> zU}0e`w3NfV&hYdBN0~FoC1;FoK<|~s8W2!Usq#L)vw^@#V9dqdzkIWO*sj!iHcKR!ES8YG z^7KRvFqkJeMS+F-&GGGB4&l7{R|+hQ;#bP@SuBoHU5qsV>K;~kv}`w6;1!B-9-a9R zxB1vCZy2D;@$R{;^Qk7a<`BqPg1k5q74GkDKvJ=Z_NW)0L_&|VOG~<%59Ag$0%q$J zpy|4GS@&yqV;iEF^r@+|Dm_NK^a~5khfNmuH)kUNY1wcoBIi^`oH!`*o8h=Ox7Z_9 zv@v+2QVx`450-8-#LYmlAs+*HrwWZfdxQfx8YPF7UhXzHgui9FLahXQXM$8*r7Vcm z76piXgVT#b9`+(QMSsW9gV7lYH~_lzB>)=~Z!hXrz2g52A?>$H*Y0Pp>Jd%f-6+EYU$wLf}xQ3m|8=4uFhv3&XfAjho}jlUXg z=^6+Sl|z+)qrk^tum$WxhZ`yrZ*OEK;C!}FfNR5L^TVQpQf)NS_Te5_d2!aOP~Qho zw4$isvkd&7Ywco2h?=2Tek)mupG12TJMfb49}uHr9Ze8$gX1Vot*Ej$OQQi4^a9O6 z;Vaj_&;Tl*8+mFGY$UIP^a(NFy`{g4Ft!R*qw*DDt zLw{TCkJBR*0c+z+&;BjBErcSv6%m+)h#p#?xRmEof@Uur$vkW7WYZi zO>JStVf!w~F`ZL-{yvbO3xMm+gY`SbNYL#Bc}X7+xeAJYH=f=D2pTA~E#IW?3vJDI z$ne1D?}8S|)J6A|r^{AnULy*=R0^lpAQ2BgGV&gAvNRV3z>62Pqr4SRA;!`}RZxKO zvMlbN3`vnB*gQva@h{eIBj_5vk(AfB!*=hx-*NH6aF2T%BSVn)P*me<%N+mbcY`Cz`4%{x}#$26J zRji)9+FIPr&alk{tJ<)1r_JBCgNNMgcxzs6<#`k< zBVa#TIRO^U%%wAaK<~@TUH!HwGz-EDqWbeid}$Y^g9?H^vUCG|f?t-?=QGrxO>GZo z75s48+KaPU+Vjs$0kY*|&erd^k8No1=B6YbnDiob4a5LxsGgQcX2YpB?1j{CaS1R!|JeOl`X)!hYRJ(2{@j7R!cv(-yz0W%Y$csIP* zSoyv>5!z0=!Xj_p$by(LK%t`LT8(MFzorJ|uB0{};QM|;l=9I`7V^UCNn4hS%g zw!`PTwE^>95cp6rAR^!D%(3*&7n4S`z@*O{k2a(olT1k@w{oFhNdDj;kcQDMj(O&#~71Y)-^GBli#w?E(+G>bS5qMI#ShF;%)N<%zvV6`$7~{tM1q{!k=%p(a|1zwb}(ZosRX z*6Q&4bXJh%V+c0@B%Z-JP-LGpnC*d$W){WxG}rvP`FsY4wLxSOJYmssH2W!4R3CMM zuxA?L4FcSSHGr=YT^(a+DYZ2P=BwGxA5p?)`M@I++!xec59W)c1CoHJaij&{u47ml zGnTt68o7oY78pJby|c+I_n7k&a8kjomQp2GZ+-q`DujydFpRAdfM!8>DMQK)XxzH& zc&^H)%d2cnYuF(70TAIg3YY8*ty5PZ932Gw(2nx#_P|@@VvaXb&dRpW>=!zS`)2D? z%<&>h*8Nd(eP*L|p&LHu>X+%WYbF^jr0z8a6k)2jzo8GD#wU7!E0!3B_vA(Hd(Lf3 zA3Jkpuzk&?LMYwPNH*sf0s#}!U+;W~d01q>`rfUWoasB{rP z83vLF`+5z5>hcq!PN?NBZZ)cUg!XQzWHXzwL$1UMGflH18M(7piH=J$g3S47ogzUc z4UhUc9ywB04dyZx7r6|e_U3Q5q>0|M-f*S2Ue#$uNRpEusYgJ_rCN#3?O=hSIbTD zq5&X<+ivOBda@rbVbds%w3f7`yaD@hjSm6>F5g;}O1I)pO8PTixE!x zTA+8m8gL7j7HkQuVLosr-(Ra;?@pD`1=^%EWn1wEiQtTjHHx2!2}j1@WrV07FS7u6 zU+{n?9vL9{&5g_k%7Z!{)jI%d&lW-Gs@&S`Y46+iADqxd9D(SWI7F!EZp|;+l>||K z=4XMg1SPN{aW`6-@xRFTFDZVguxZMiAO{LbAKt$4b@!f_1(^%jHkKcH(a3IO6-aeF zkfsp6ke(EVckby`dOJ%FOlIGZ@b2M`h1o6i4!*Sw$L_u6q~*rb131K-dPYjd#R0sn zHhMDL1=K@_fk4DN{cB}IIk@m_E(f$t09rcA0E~xqCaJm0V6Ik@VrF_S@HW-jTmB-4 z`O|1mNWwew6}nO~KmX0*KT^mKC~|AL?WUUxh!0$kp69TbAAB}q6aZ7H*YI{3%JNe( z8_Tq@KifkNA|%9bk;m3f4lzJ{OX_%?awrfmxJ&xYrx;icz6E!{T z5&b#9oexE?Eo!@v{tz(GgkL2zBO7;SevF9br~$nc%ywyK>@2GR{+KwC4+5{g#2l_x z?Uo*oL6W0#vek-ar+3E(KxC!zVD6*T)R@z%b%Uw!_$Oe?$a|8X6x1kzy8;ueT7^V- z1|$KZef$5kzP|L^Q~No5ln%iDmN2V5jN~UHkP`61Sb|!cEvlA!?EHZif zIbnaBXMPV15ca9zv9dU$`>rNLVEJaUKKY6XF!`wDPCa%)g;I>wC^>A-V7jzLZpI*+ z80mRpMzK0Uc?jek!Li*7SiWY%Sr_{NFPihvmmxq2;67{%_`C-zoQlc_HOT?+i0uJw z`TZ?oz-Wdg5_&IaYvni>uptIEx%NGRMwvh*I0#$$dKEuML*fC90#Z%@up~4q0=Sq! zm~4{=K(w8vYj04FGleMbuJ9xQvSC0|fC1c2Uc5lzwXhraxqjbm_(M_AoiV2qCC=rM ze(uf*N??xnn>;6(&O)TOvZ~cAD~y>`pM+kyYJn(dY!H!M8AStNWY3?naP>hq6$oYw z=R_?FYhltT25VMm1{<^yyy-X8?mUA~&$l_athlJ7|XSjw+ax}FF<1s;oz z!!kSNAy0VEwG(Xsf1gC;abQ5Z)?ZdIr^p({TS9;FADZv4r;&$!@|G9fF`CVSn<^1%S8FZ&I$=aq8QqJqOlIio5){wxLJ97RqAt#p0O0*j9+%Q7}X2~9Fo!3=sUzgTuXr9c82hkJm5t!0CE-@%kr*qL=)rw zJ1GFdKTfN(mzjr0Hw==dLM`PdEL4#ONAt$dGk-6RvtSed(XD%dT#T-x==Ohx3hSOj z+{Gg-)3+9W;u^OraA!Wk#SZ}Mcx|zG@A^-+;)@BocvUS z;4k4Gq8e~d57Q=KWxpubyZB`2E1@`kqAsN_@0Qj-It$o4Rf$C3S8~!{lGTRXxordj z_t#?I$PuIG!O`a6-Z&YhhO(DVc|`HvrUZV>*2?8#HXnd=uN&1VZ#0LqIgkA?f! zpZ~LXFLfKDhDuhljsED;7X>n&83W7whZViZKfFp>;K{3ZZ9N=EMt&ctmmdDvKK^S^ zMF_+k4$OZy`9J>v9RmhfChf1;vrVJWcU{T(lX0pX)z!_&09Xh^l+o+*NV|`t!o&N( zBOV-^KfChxpa`jgDGQ?b@jtx+$OO3BB49r~C#n4z*(3S@U7OOeEV~y9p8pu`Kie)t z4AaNc zXKRE$LGu^QE$8Xs|FO8wy9Jt+E$1WrpT?#JZ6qdU2-M+ zY}Dl7RDiaSwDa-PjO^ZY;W{Awlt z$SowsE+xqG#o%JxzlI84M+nT<{V%PeKer|Zup~y*`CqYNncC_iD4Sd^_0*kT2m$VO zrSCn3{D5JnKy|&Yx2?z^uOW#9&5t@y)_G2l{F(@Ur0U7&OCtf%hQlSoRYZ@$;Kp4- zufGbJ_yJjqSdE()Z&(B{we6#mg79W+zRM3=s)17WY?Nj?mV7-`S*DI?ln9- z960!EET56Wd__MS^;GP&_TWi|NP+U~LA95QyG9c~o+B+D)*L!{abB7U@bTmD{T5ra zPD(knRaS484O?!#%sGaCzz57hD2zCIeJIQ9FaAu38ZudFAI!o3wq?a({O*(|3yQUK zmn5vuhK6Vi7+{()9$AZXpzL2O#m50^e99e^4au%3Dl_E+tduhb$d@`hC5-%HQ#_&J zN2EPj$j_}{L$}A;!BQMhGj7qV{yp?Q1JKC8 zVna*YUz_`U5#1+67uiy1<+r|2%Q|ZpzJW+GL`X}RmFl9t^yfO-dkuQ%x)EP2ad~q8)vt@c`JC0MR~UZ5{9ir% z?;3TF11H@y|)WQfK`80U0QNk(EHa<>ld0iS_^cfD{XYy|99QUP5xoIQ}(L=f4sG z5(oFNXK_6C7csHFn)u&e?ZGtnVMTvoHfNA{#`yNyxrQH|8^PJYbAu>x<1q& zrT^S~(xC2bkN4-&0R&%nxEs)lY>A5_82DfFQb!DNe_%rgYFeH@i652ggVqH; z)l}S=q9U^nzZ*<$DhX7I%UNEmA$Jviy9Xc%p`wJ>a#QG)Q$rJ*vG-vzK;dej@Mem5 z67{w-+~Blfzn;-`EEmhG}ZPC*AQI_LD_>bmRH#V z^-_y}wcSSwPOrvSN-D(ZbvB$qfi$vzHhY5$F**VqWQNZG0%7;iRNZv}q5m2K{{!7x ztH|}~vhI(jx+-Nev-ch_%cWMc=cP2RXsGFpuJW~5R=M7|sOtrDObrxu?@jCdB;LFj zF6b*rDpsdkJQi`bqO&) z`mYt3L&v|SV8#dAeg@A+KL!p&VyJq_=CIOq`u0>`L~Jmq0cdPB{*kokCzx;wH@S}! z#dGpr1LeNUfkZI#fX4cfMG4P&uORQRw2{BO!FwL;W0Vm3=v zy5XXXFrKoarm#;DNn1P$)3LdIiPGO?zZ1;b#PV2+DQ2qEI<>6>b;4T}W8M1c0F%W^ z2IW}zJUkT3>mu8qp{g@GX1Ky2SWj!EbfO~*q%zZ#OLolL96$lO%K9)|Ug~pq7K;s= zRBJQk)94J%9A!{paBud6ixh`hKP*GVx~ZZ7PrPeVUx3H!(fM$~!pm3hS}wjjKcg>? zD*7xuSkvu1x9E`|((rJtgniZ3(ws&DFp%L}#a7d~JoEs24Y>Gq;y4W4SY>9MkAwD^ z?Q2t9R%4g#+}1rJHn1eOnO|bkdbW)m}-l*70zA99$$g(^n-E6VZV(Sca!E=Rr7;|L+= z%{OnY=DQJ^wBn0_!t%#9iLlbY!6zRCZ=7MG8YyHPN;Rq=Se{#Di2l) z4Ub2k*;IoOR@SM_!B7&9VbS$eMboVy=9=RoGe|0b%}n+OBFi@`%-0m^B?hNH)MqBW zShotMk%HxLS$LVDu^ECa5lvK;tx3%+0i)E?KT66%d5IqQRyg$JT6C~3y1Zh3+5-^b zKzE+D5Aa7ls}m^}gaGhSqsMAhe%@^wnf93Fg+7{%WA?bgW47fJ${XBUiNh&jlLkvP zSL(&b$E2D8KzZuWAx`{LAUP92w3BL-O7)%wL_9ixe;7ukqydoXq_ty9)Kw=(=03W$rkzfQX3a==&V9wATn>|I z7Awy*B<};EPBy4wiSeTha=*&L8rhZj;fy(1-{GRnyvJ3YKj`9;5c6gmN#76{>qd|O zYKe4VsnVOnk)Mg*zTRk2xpJ% z_s^;1lETByHA8_4FxQitL+$LahM-0)e2HU2Y_oyum7_#(qG-}+9>Z`YVdb$vmPQ5c zLUAJt;6850&)W1>q*lsgC@^6U-@sf6lRG6qHAgbPm~&)xaF0bk!gC+~`V^LIzXiFFA;ply+ zb;TcM|8~r|9bK~gK>?S=S)kBT124g}WrnpdQz#7udN2?l#2~iSg;8of<@jtF(PPuH zOt=^^d>@m#FZ?sy2OIt%z*Pk}=Kxy^My~a&0hLVd5#8){OZO;)rr;h#xA_h4Wv(sE zwyEigCEZ(j<+>^K+1~7EE`Rh5CIkKit$O(%UjK8AYD6srBgBmAV%Ic4OU^s-F|`!& zdfZECLCW4vr&SGU-wmC|^0%dBHoDYi zf?zsRyS%noivpzr)nj<5vc<=bAN7BDg;{BzT5#y-_i;X-OdYHQ;vM9JRc;aUb|*(1 zWo3Y6MNLO1q0ROtO^duvlCqw0cH32*SvvJ^m=n_la%TEDI!PfwIMROAj(H=Y0Q38* z_zXE)0YH^&f$~5Lp2Mt9*Q>kn(46f&{0X|`067F@w*Ne(!^UmKlY&LI5ZnS>KMRP+ zC5;QB`@sFa)$`#u9QE9n0~>*e5#FZ)#ecV&8eK$){|A}wo;~YL;wbcI$RnqnFlhr5 zr8G00)t@->_yQ3&D;Z%0DbC5%uP8Gn#6V_=P342lVr6Hi1e6oT!Ma;IKzJId z1JengbT*;g(ae0VtE=>Z8$Go}SV`fm52sVTX_-^fSnU8nx!ZN|r-(<;NAagLPU^eh zMtx)R;e9gEFPf)5I+W$Nf0x6VUorDYqd((7P%&%oNq@#kt@F^xi)?Ofgie`@?x6e7 zK)wB&S$|*Op?*4?xO+Y)WSdtR4SI`lABT6C;;#UV$F)f zLI{vA3T(WqKe?Sla~*%gG|us^?b|-Zwx^~owTaCi1jlCA*yveU%u{k3;Pb_sOetR;rBMf7^PvB1fh5p_IkEpRKL`%bSZPdk7M- zJP2>1{#T2c(%lUX(Q|g#KK{Bp)*$p}pEe-PVR<1VXc>E>Ek-niG>36zzx1AE+cq6I z!pt76&^a!x8fA#F=K9fF@21rF)ek%7pcrr>#)X`+WxiI6nJeJgO@8y~*0TMYKln&2Yd3QM2c(aFc9p^~p^*mAo~-aqu$8OEC(7dco>!<|57 zS+Uu8VOIrplXY9=cFUK+jcx3nI?SzQ7azpW#>ic*?=L5qC!r;lS6_;spMn?H9!T}A zPA!`#GG#~sts+Q9J%?|#`0#w8SO^9Zig`~aw>!cydm5YvgiJ*Bu{faqy3 z?eUGasOW%~ULGzJ)WqrG8@mgX*McK7m!Oo*fuBFOuFo_^G8g4nqN zcZ+5qeB##DRESx`^I=idHcBkUaX`#wi#+nd3QqPz}{tW$bO>(LTj3U68nb>9NVL;W}xra@EtwwZ#XRjns#k+}-xJ0EVHcZ^6E z^`-t&!|eRORwA4R(U5N?$$(IN6?wn6JNmsQc33!LqWBsqao6MaAxFz-?*2`KG?lW~ z@)`2tV8_su@_g@aTTGN3ov|9mztOZQSX!?pbDhRXp^CDhIq|ut-gfi&bW_7hpl_I| zxZXNbuHi0Qp6&N}W=j2P=Im%*pp6;8-jKOWz@m0acWfSuyhE*285LT<8!5o7GJHKN z{0W{?wC#Mj3!&SdWBK}P1sjJwDh_9(xTSBEGG5%)RYuR`fu}lkRB~^y+#%C}7k|9D zIo#GIx{Nzn)zJLYi|=1JC<6>M zk>Qdbd@5CnMSA{0-TKtxe*Me0qI@r6kC1E700W}yKKGx|-ZN(r{We_bVf^5Vw>gsM zq)U#-nS&&caZfcP^x9n(&9S(hV9Y!DqAW;ae5&9cPqe(cLchG?{H>XwfTM=hNV|8F zK{A4!5-qIlG!vA$DQml^kNRQJ(A}_ilgyVA0D`9(-6^Mjvbi?Gkz9v@7&b`|B`Cc% z@tY`hhEb;*5yGhIk?FUh8q{2bgl^*8Ke)1g)WfcKvK!Zwj#(8MFsf8^xBT=2tYV-F zb6GP7n^CXW%;{RmUCw+Zi}I2Xxz!fY7{|8hv{{PgRvb%J3R4O9=)>X+mAsY$I*Tx% z(dgoO`L6yPK_DR^VL$p)F}3EvVHRcB7#MU28P!REr&nbdkz%!~jL%R%e5i0+i^E~^ zoqVc%56a|5rR`IlfEU0y7_2n+oMMpvrsrcdj>VYsT(n@Gc|q}Y6oguB=hY+(JvCRmL(#+c`ndL0#2`!bx0)+XK`uNvAsU{CB=X?F}TqEn!wac9!7j-VX4~bkv*T&+^ zSfY2r5i1%r0y5L+jy_tTg>EL>G~}^nBKF}+P(oZN{egefx;S4G)tE=N%@Hu&tt_0D zI^+r3GF>+=#fl(PNG~Z;m|gz0Q_)3CVUJmYDDo7R2EJv;%Ll{`AasFaC#-$5#HqBOt7et) z;Y5*_#*4%YEmRm52af5)T_a6Pl`<9i(w>5x!o|m%0VgT=N&UZ4l#u+}K7|QHx5jDj z(J9qd0I%sI673#`YI6iySTMPez&>%Pj3!q{WIH_c^iQtZ4BnJ4HUGgAbMRo`{pBt| zD-x1I$u=+j?YsqvzV0+D537O^XcXKdK{~t~<^3C!AO+Kp`aM|pA<9WebsGypDTPo%Ly;;K&0)m299GWsNJUk*1aMGc4V>jgfcl06tB-&rHx`)RM zaHgl%-y^~2xi?i}lgJnfD`w}w<*@n5-@_wG67veYN%L-;#y(sc8;sz)rHM3_d$DinOpo@ssqgQ$$D##=nd<1BNOk4v ztN9CU=24+l4r^PXvtMqZcjQ7nHf@3jnVJlHVIV^AEHGaRj+IDapm8Dhn?AXPbDN66*AgY-1>yR# z)QVY4V;swlr#Xw>TBJk_$1s~-5qMM99ZysC(Khp;@=g-l;IxDpQNP!d`?6^QKA}{Y zBp;3_JK1hL{-Ym68bE?0EK7^w#)U_9v3#$BbX}5nQ6sb7HP|;&s+-x{s~PpQB?y#* zv&my9TDbzzI)_G-JVjh(?QLP(Upea8h6mD(XSx{_L**rG%)GyqEV*V4wQNQY8zmuU zl$JlD>`_=MkFd3nM9# z4Tzc?A9WiBkJXEqObc}LmTbLW)`@hHe2^`cUOIA=yL=3R#lv3;Ee9E`R3*4}?%6vpV4-GkfmVG7N6f~MO{a4Xi;23m-RxRJn{%eFF?lBb<_}nM~ zV18>zCdjSB5j{@WrrnCwD1|8ZA1e3XXS))P{~`%B$ArB1;JbWt^9zL>XC$0#K&0}F{m=Cm58{I; zsRK1Sf9{Q+4^1M!L&|tjAP=>zY4j7m$G!eaS!$8jl=}-)BQxAHWRrxbLv=sZ$h#qr zoR9I@4nl$hrr%?NJV)q{uRD8)NDy@{Tnh)+-5Z2fPLb-ABeQK<9?}dem?6@(y->)_ z4_i-H_tEQEiBov4^yj}rsxiRiu8kr8r+x_f$v&hLLpv?L?(xv}8dJpAC@F3!n87H{ z2NNsS)4*kS`^Vw^nLd0-28a_HPV3pPs9ywdZ;(&+`wKjs*D=#mRrpbOq zPkrR_jm5HwnLj7W9jc}?!QeCf=Xd;k=p|A~_8zFBf#hS|)1Ve=jv!v6&KxcI6Jdky z5BH&_*r@+s1yq3$c$=$?qlo^{ZJGFi|4ll)RuVCLkpNL_H7NR=?300<+g*45cql1K zs->6hzuIyKa;Iy8#!7pA`KPI=?n4rK{8-$?)mdd&P41C+$79P7JNAKa-G;YhoQVyj zMUAJb3W4j{XhF<|l9WRO79*v$ADvmPOUt=usNx#tzE$!Ji*G&>P7yU~>2wqc zhfzbP@bhc`W2Any^8}sfG>osegc5ow=QlxdKI+0_a@0GOFZmizoGqSm=*VH+vA0Ku z!<*=B9fM0*`?!*7*JdGhu9qX%yCos6^1jPhp+`pvX+zw>9S}J*w1$_~Y|b_r7t^FO^SM?|DyH+<4#wHsuY*r4={{t@p}80>r>S2kv6PVc=lNwe1M?P`|i4 zQqm$qEziUP0t;Rr@Z@BtKU!banYVGXOjB;c+}d&@ln4e)Ee&eP24#*^Y(CW7h88&M zUxwEY$mF|{mt!P*y2stD+LuE@C<9um7M0#f$*L643u{>&5b#)a#(G>nXf+WU-KWD| ziCt>s?~M%MzloGnNN8g&c;_CC4*t(JCuUT?VIL<&AVJaUOZ2|69I;v%^WFBXN#CMq zz?f%6;n&RG>Lkq5BZKs8OKWc+7eZ%&oju@qqs)2l1b&~C%`;5HkZ}3*37;FUSgCD= zs8}eiDSPA(z*;s{?W&}$xH94}{px0bL;f)K0E;ClKG$wOL)(3(+)(-KE`AWZ5kFbG z(dw73$iH}`%g$wXWU}+cHiJBzIMGu?X!{Yp3#Ow((@ZA?#QlWC>TX`0=I~UPW;qd>6-Xm*Ip;UOJo8kP z+J!`9NHo*@k!Pi2K*vjwR*PEq5f42kwPM6r09pu%u%8p{{?Z_GcToerY?gpR$@0!2 z_fRkhik&!nXq;$Nb?49TxFv~2M7%sO(Ut?Hv=!|kTvEJL@(;RA)x;ELa&vVDr)zf` z8c=(EU%w7#rwqs~Ys9zboqNC7)cCZ5JZ0NowO?)cmdRj&t{-=2&MS_p7xM`mXTaiL zJ`JoEu=N|luX!(Z?0g}+-quDH;G48IJ(~oOqR(Mc%~a3nbw=c7W*ejKSHp=7r;Rn_ zwO!O8{hG17>rB<~7C(q$8-;9e8&HVLmYM9pAL_S+3x;R&EEl+RPCQSDyuoV9Ke8hc20m-wg%kc4Ek*Gh6((iA^l69^qh4RE(*=g@Y$j z;2J|iBL^hW$OFP;7OEi?!R%75O~I_6RQxPBj3U5dZtD8zz0~5)LH~|VT(Zsr?cKKo zE49H4)$wOeIvP_ec4*U8PfU}{N}8Fhcg6`^+>RVRz2jqe(d($G*BmMe750fCoLd~6 zs8t9{w{@Nq#y)R1#2X3&p0Jv*hH7vXH4E-)F}#V+4-Wd661A_CZHJ&e-5w(ac;~EzVU_h; z6z*G77}oI7y`wwaS=lmfG-bFEOcy;sIas8=pDv219m7RPE+b=@(J}a9(|D~fm(T6~ zV0G-B2Sdh|gBgjp3kwC7x(q+(8#(03XUU2q-iV&ax4z`n@rwblSD0*Y>z{?yKi5Pc zHQas9PuqS9H$6VfBD@nlo2DcBKz6N{Dz(XPOsCcxR)Sv3Rk94m<^$nmFQ(mL97Xhg zto<(sy&0n-E0wc1yXa5~fU?!V-RvnKB=JPAaWjP5E0)h~OwYHwd2J1l>xg3o>;P$` zgS+n2_d6T>K;3Qg`$0nSWQnI6qXDM}EGB)vd{Z@ts*#nWj@N?U10C{KHQam2adMPW zjhv<}_4BKm`-MK+3+y4+@yqt}2{#R*77`<#a&O!!^&H0hjDIm0;h;%5&F%}2HAH?i-LA!Gy; z$u#>7m>XIF