From 9aa57e24e036d329b5db23ce6f9daea0e9f16fbd Mon Sep 17 00:00:00 2001 From: pat cm Date: Mon, 7 Aug 2023 16:44:13 +0000 Subject: [PATCH 1/7] update --- gmm_trained.model | Bin 32183 -> 44743 bytes script/classify-mbes-data_in_single_file.bash | 2 +- script/pipeline.bash | 8 ++++---- trained.model | Bin 785513 -> 679542 bytes 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/gmm_trained.model b/gmm_trained.model index e6eae7cec6ae3c40b86865ad552f3d22bf8f67b5..81b21ed2c75d6d605c86e5c1b5ba9b171cb37247 100644 GIT binary patch literal 44743 zcmcfqc|4U{|38i!%20|(=CM$wlzG_Kx>V)}DWc3ondefb6ctG{7(*En36Wx7*CmP& zq6{TvN`tW!srYubYxVg(&iy-&bHDGYKhA1f+kURsb6PfeoQP!?Yi`le{=|v-ANFu@ z@bi-QbPov#^mCE7JLnMT@9*y5Wk-G_IgVYA{E+d|bCQ#iH$^5NPu>{E=4I#P?djv~ z<>D3KpKQb&#~9%4k*o(y9gRDtZ~Ta3^>aD+>lr}~e#v^s@LWagklS<|i>E_~oqK?b zU$T*N9Fv!wyO(=FvJrjU%0K>M=i}h#;OU>U)cN{yqvu~?fe5A0$h?! z;#LGZ_|YEu1tg!2V-9lhbM*FiNj9R3;~@Y3>lJ^!dXR%hveAk-b{hPzd7NDA0*?5& zB*!gt4fOE%^}4|>?g!lh{Fm^5y)F$8K4SOrb8&L_clY-C{e;zCcCIcCe~|RYhwPG# zIO0|~d3*f=J?P?W_voo)X z0-XYW@ff$9_Qd2kW-sTZrzHKFWM)XF^CzIU-;+8wpPXFsu7+lqo zPsc9pGRDzsC7YO-7%u+$L;H^rT|lzq>FsLFN9gzN@P7+fS5oU9JS{{L!M5Cvfl8q1 z-PD#Akc+sT?$DBPiU#^sSnl=x4d7$hO*8gy=RxwXPmg0-;v(6N-%aR`F9I{PCrq{zJr#Lkk!5U=fOD6@vFF4Km}u7441b$7%Eq`;J>$vVjJ8n?X>z{4X>5n*9yh; z=;jdq1o36O=$@p{o;vGGfzy|@FW1Xw<7vtrbO(8}L8{m82#X|FH05dK#wD9-~u-dG-AkE%6Nl&TZ> z&>iOfw~h+F1`tWg!%Frhl5VOg;vf+pJb7MpRk^t4zROLZr{CeR`h)wpQ`AsVh{t`L zdWRV09s#Z-9#bsT4WaC91;YV{BdK3^hVJd?kV1EEEiBKM6G9U*zIXC4&w;6hu5Fs} z@9+UlQJ0yB(WR`i{l9|qxBLH}SR;-YT4w3g=;&5V?3GE#7(tYif*O8)$wM+#Vq%ux z^+T?GR8b2-)v@ZeUzFJHok4=`ReohZaTasN=9&vuY(}yNX!{69jxlSjSsb$5ASC*@ zd97CUtMu}^Mj0(?(D1v`6Pbw78aeUT!w(RTmd`PYho+Il*@2FaM+UHp!sV1u>j6ZC z#BFWlj$2u?68PAde92z^0O`2gU7neif;lNHEPC^0V5hB>9nMS~Mpj4#9(^5|faG1G z?IYv)`t0@!(a5=iWaNnzD|Np4?4jPQgEg|^v6A#3Fl5bCd-kP)T!hDDZR6=_cHpTN zD-q5`k0%B3>TuWmM6$?vA?^o}pB}dR+ed^eJkQ)%utzqozq-Oj7pvh?x$5{?h_mMD-q0R)ykE0VB=yXN-aG<6+8gi~A6HWZ)1 zZu?A0xF*YD*-f-_VVhU)ksiRJkuIIrJ;3duR+4PPfcR-8tvIDcce|Y~So*cH$F3D{p9;G~t95gO9JH`JD+x($2Hr({tZ(l)uPm(+rlk-Ac#We}DcO6HNw&OKzktbFn z=DjpN5Shg&FP~@87~87w)U%WaHM*)-RFmWsYreLPUFr+khcp}vmuWnQW8>^*RZopZ zuon%+wX8dzBeC`tB`HSFfBPBwijUM6@?1vF3vt&d{189;Z5WAJ(g8XA7!$6rnWrdZ zw!V8Qmrw)taSooZ`A}`tAtid9TL(F7z2@-hLVoOct!AKv^F<`UcB4T_Xbfgyx+^-^cB>11Ie>KIqydjm*wzKY{lF#a_1Gxo!cNl^Ju1Hd5a?l4l`u-UyR^-wbD{?N)}S_keu6=ywXcTW87XD+fQ^U1!7CVKE|laS5RLclING?yw^zFOyTDI<+~S< z_XaN+w(k@ME#bm1gN;|?gJM^tR~xMc@LquZ40{sx73>X|-*7TVmZYDduWU$tACNq! zlk-Ac@gF{>)O=HLs4wKeql+khHeJW_sS64&koOV17hpekl06Cg3ibxfuOOKt=w~0& zS8Sxdkmo1lybw36u*=w)Sp^LH)Nk#(EQP~+@B(=s!FvJrGwey&SFkr=e(#Vuk|zB; zPWoz`)EDv$=Y_Zl(mtL?^Ob@2ew`Sev@{Tx5~Ll>HjI7MtXR`_fEjNP<~xK2-o)4) zZb{%@hcV{PB+>lTPoTPQEi zxmb#sw1e=HRU&M`ad`axYe!0&RPY1kI|j1P27?{Vh3~%#2mQuH)ao(2^bsWT!^r42 zGzXDCbvo9dFBp5|QDHuYO>+QB;Q7miwT>u0RgA^s=qrr`wD<4X#uWP|89O&7)ykx_E$V^ou(wUwHtW z7vlDD?!TvedmM4n56#GU6^|TyLnrW@u>zTSVs%hVzZCO+=;3juCm!S4LEFcwYC}1$ z2A3kHOy?fnj})eu+%@p9H?p9bGH{FSZ?(Z?KkG-yOWT07yW?@H*3S`+`iQTIZxz9_ zygSe4HI)G58O{rFP4*Sn2#Sm#%VIRvSZkd@&fF6fiO-3^X3O`u9~JS(isa{pQxyHN zn;Tqfl#(AJi0Son*_j*^*+jGM$pAL$A;~wMdPHY2(j*)ka^NI>pn8nSCtr^AlxhYBKsp|s;`t>jA&eb4agl3Z%r5V7u zb9<`)YDNHk1@(nI!+9ZYcoxSe`=SxVlwV}S;>8GLri#V~vM=@pIDVoDOW*%6diiT! z>iA3b=>S$miuijz(}IhdU{9c5@}ryDc=xH9D*ehz>{&bY2>VH9JhkW~UaP@^Lq9`b zL46_5a9)TT#ep1<> z1^(1<)#hH`Jvi(Qm|vJ9=x69Fs4wIh&I@rrllSfgyO}Tz(MOv7u4gZvD$%3P8NOk4 z&90+d7^r)9uw9!XC3uXrE-i>^bjOLU(jkBf`wI33%rDFl^fUAo)EDv$=Y_bF?o0Q7 zPoT4WiU=dZU0syib@~5xlFuTx5m4KVEWyYf%4d4$j55LekJN7l-`} zdlL2)>}S}Mu&-cm!2H4-K|e!ZL46_5a9)U;Vh;~Nde*7M{Uf!e#~`vZB6@x@D81U4vJ4*Q~0n^irC9~D*aQjQ^?|Xh111~Ic6W#a8;h&njOUn6Hg72}keb8)J zeL+M)0We`UZ`}@9Qt!n@IlX&&Kr29@z%FmMDfn`%NP0~CAoz0qqs8o^3vgV)ALS>t z4?hX0QpbACf6ohX-TcCJOF7nq);x=6T)Ygpyp5?P*BJ@05aqIymqQxA*JsRyI(Rk*>Vl1V{#sO936G1X2X5D7`zxq#P-6sUkw0ardi-eJ1Z22v?On@GEu9s#IF_ee>1a*0`6%VB3hij zAR26$-jHCASI=%Y-hI*Gx379geHTfdy~ueX?s+BgPeL2a!1Z*UYY+Q}G0vrZ>~Mpy zJ74&Ad}v58D&~nHCATkQ)bi1rn(=r1ewAr^ff1j8>b;IAd?cK`!HL-qKXR~Zw~Nd1xy$d!WwR;j6P5oKbHmHdI#)I4T- z=NEc;HI21dXYAyez;z+b8^A&oNC;4RT~3PuTaGzh$&1|h7sF-UhTm5Jm?P+C=qso% z{uc$ZJpA1PbXpIY&Prhm;RKbroaYK*2o089FV_9gxCxlJ_vf9JP_%n|f6 z^cB<>@|;S}`<}#oKBs8+#7hrcEn%7&xn@9ZZ)dpd(=%NoS>F)$>9ZT)?|daAUKkEo z9IBj&N1;G(OXJUTF^BQa^99Y*%RN8{*&8fmeqoNbkbY((eFgP}JXezQW|FwV9!vMG zubUi0+l@Dxqrw+n#yY!FnJ6k>yeCgkeVoMA_8kbKw%*aP=9WpMOsO2@4U>wY43K@b z7_-zH8f1Pm$Q)&ne!fBa>Jq8%J(A}ha$bo0o%}i^#^70b+JF+(?eXRsBQ8;@ag34I zbvYi2*AM!}(=0yJ=FCKoJWKE2Jqi0NhwKeIGQTiK(9e%aUqOAPNS@!4^FrL0wKW20 zQ!bEClDx(*9|vRv&Wi-JUjvDBCsQ^*PQqK1({ii2lYaLz?8$JlueOuD0rLxUluP;< z`U>jHNb>AR&I@td_EZaYiroXPPxT9q8kPcHol;eIzHGeF_6=`bX!h@W0roTO$r7@! zU~j3Y}d2CiODH+b*c zg$$b8b$7ZCVDEg>?$@lH#`33_e{wr@dBKA%%Nyp|UHnD7^@EbzKDqZ$JC>Ae4Y*tl#>i_lg%Yjka zKC;&B_N4crhgiSFiZ16aZAyK8Z{g16KGXz7O!kJl04RK-t)D6h@SimN)9MeODY&)X z(E~WS!g(PsyQwth&oP4R`Y`gg@JtYPdf({H`zbNl1$^G8sUQS#U-A8d^|~O0XK5c% z@DF7#jH<(aXg;X@;kJdsdyhFg|L}h5%eAeQ?Gl{$=(d5W%+7jsbC zvvbH%ZjJXtyOgQnYQ|>zFPtfRO4agpen{grtM~_dV^FZff4h3w;=4UvJ=%CNxk7y* z&v0Id%eMSLL%rcRlHRqu+O4)0OZWSLs`z2p)}?b{HM6yOs`2NL3o>-=GGBD4-H(+F z;&KBi`meK#4K7pgEk_59kKZ*T@$J>SLnI?BYs~Qua)rKv`a+)Jybw1!tSb8F-cdx* zOiB3$g`d4}^sTuJhM_wzKcN3hE1ahVw$)INznOLyqq-^wqq~f*2e)rFC6?ma;Ve218Ttz93weg~Lfmcmg{z14o`NSQPg-MkIH|vl#uKF$ zGaLIJyoFq0Kf|7ceFb|1<`?D&`WgBP>I->>^FmzDT{e~7eH~zl|8MG6NKb<-(=*(h zT;aU{`+4bcmOAXKrPcoT?`)zaezRmk(wV;ha7^_x2Uxy;hzmG_sP_gWp^ zNAO;N{S12&_7&_6m|vJ9=x69Fs4wIh&I@rDT4WAxWoJa|4lQhy`?bP*5Z*`dUV!}! zdlL2)>?6oJ^>Oue%YpNFI_jzAO7+b; z#^j|HNR4FS`K0Ck5`Dz(Hn1dSf2hDIJ zp)9Pu*68=V5O?doi$5;B@&k5;4aL2=FR4CL>8Q5|cE>WF+t`%VSIleKS38=Za z2?b94%nhLq)(l3lEb=7JvwAul>Kj7x4CjToijs$T_bO+C`&KNs4=88iHY_s3z1OP| zn|Ru}kUbmNC!fpH<1N?twhti3sZXQC*1S@_Ox^ziEjg~&gNJ#SG1Rg?24||(WR87S z1j7oRx^W*Rz~Mk|lWp%20DT4Zg*;y-=Y_a+2aeP{)5rvTrZs(43=gmaw`hD|atFFI zx9p|^&YSZsJVlRFE(eIG$EseYpg&5_*Xj3wjuT9uYuO&-!eXB9?uM)3dtZ$_HCQHw z7xUhBn}|Sh=x69Fs4wK%mYi3J#0_!gycu3Lf_N|KfHX~tq(Ag6M>+&!Pc$Tc(z+gI zonPbERa3UsM0UVu6j^m5#N_q*AIOEXZ_Mu~u>$WW+vXFrzhfD?VK;lEW|1{yj-a1w zNMAvHElHkj$ax{|YtkPPt7!To-tIL0wN7*y|Dk`4)RO+VVH-_<(2`8kA2=1z^v5T{ zY5D`0Uzj6l($COWdr5sakvzkBA?|Vgyfy5f7{ReV;_{tOJ1J`vSsivg+)lB4xuROd zNgLQc;B(l`unBKlx6|h=hd!uPY;lsb*TUWAnvYEpir^sG8(d_5zvnLHh?DelC+RDD zQr~AJ&-UcJ5LcMIch`q_?0CVVsr7>O>>0gvnpEyc>v7xnSE$@{>|4`Ku23GG+%_OI zl|+>k-@5(V5nsw-vah|9;%^4CRybjik5Q;nd4!(oWo-fs`n+C#A{0>Lz>R5Sd??Bk1RH z(pOO5eI(BZIhW>rMdI3~)!#Pp;6>-Ji+Oo2V<2uRPO)#<;SUUMbiFI@J&Lc?OLbbg z*A_oc_A~6s0`|!wxz`zYPM*+MS2FQMXL-r)>t7Nh_#K`=@96>)rUqOAfNuKk`c_D7J@y}U} zjaPu^mZLKYSI^?p^1`i5MbY2|c^|=hVI|qmuqWS;eYJ<|4VYg?GDpzQ&{t4j$n#Bd zUWof@k{biGx0)*kLIp+7ku>p zh)_DHdk!0I0<2i0?7lG-&~1MbgcnNUH^tfb73HNs42iqB+tkitwG{BS{MMpsGKIM1 zU456U(T=Ta37pXtoxzyi8z0SBGlf{!(aRo~uKV@qX)Y z|FAFrnfe}~+`pz5tCWFxU4O=TpZHb2+ja|t7gu6zT4LLOOe7*fOZ!OfW&d3wC(97) z=QV><;nOuUyR6b&Btx~b1QiYMY|lm>3vW~z`S=kjAJubs^mYMhkjkLsZ~TOPF507q z9DD!&cqZpXNZeB_L5+)wBS?ZvYQdW9EacqlH?}W(Qm{vtg9Lkjy#beN+Vxl@_c#_> z)u@BSCLvZ0=EH%BNm^bXnKGksgPKl>e(s}zkyuhFZ^46ot;pSvg3sAV8%YNIQsK#1xGU{k*s$QM$jOfr zNZp$t@D*Q2bulvxtlb}{B{6!H^~aBE*rs~6*7HfXSuUogZ!lhpJ_l&Az18a}@(Dz; z7)rUqOAtNS@)m5ceeM54(Fb z{jmqTtp3oy#>1QC5B;^y$kOyjP9CS}kG&eB>5mmH>5nY)r0M@Vzc5G8&(K#;U&u3@ z*OtU}ySRf_O=cFkeke)QfQ5~^5Z87`)?}B~4}JUabMgI1^^D2*sVCyV;+a|T)*}jF z$1CnK77bBcv^~CHf0ZaGAbZ1(%rDH*S<=r0=_{zOE6H;=Id2Y$8+&N!-t`KP0J=vL zG?OFWymei%p2B{)hF-!~pGx$6{rK(aF6v6X>9NK8K9nQV!?ux;?i72nuL8;5m?iV; zN#@9b^fUAo)YqHj`5`$k#D(uOw*+l+!)ET)RL##uF+3{Q(*3er=y*^|P31bt4`Ql> zR^SxjQW;iNQ$_Y9?5nF}Z*-9Pg*kdh`WgBvmed#We36`2fyDKFt(xJ^vkqiTJ8IsN zW&*MW8^bb-6~TiZiLYV~>+!{C876`G^#JxW>`B;Hus2|SVUD1mp|7C6oFvbsnP=lNvcu4{=;*lhUZ{N3{Ry>N!?XV{aluhPlhfcf<&bJS1z z8TzV$)K`t<8O~ck;=bC^z$CRU1gw8_csl>xLA>N$ifggF+wc466L~MdejX=#6807B zjay`XVUBc2KSN)Yk@`ZO;k*!+TWyfdlED^i-@vT>Vb1LLJs3pZNAO;#Ci@xoB#jkC48C`a+)JybzcF7&7Z{?$=ds9nEsavkSOyXbI@jJb-@*`7n!SMBv>m z5$X2zCnyt{1lI615qBjOfPW)xAMm@zo)sv`0=kV@$Ufg|RJ?Jw zOHouZ)r2{Fnp(q%?u@1DJM?o1+~V9hYVh$fP!iuu4Bf24BN?}?zAat-8@KYvo}u7y z2M{Y=JeaHO42D;}a65U?0vBVBwWr$Z;r`sRzQ!%u_)I~fkJPW9H})^>1I_a{_|iL6 zz+m`szo&wGs3Rr2_~zbjpsbvf(vUoniq~t}X62sr!*lHqPU4~=;4$yT{fnMH_%aa# zBZg*M0Oy6cMz0V3#L|4hyQ0ey=jyHTAk9rL86pn@!PE0!ulokzZx}brw{RGP*Gu~# zBO^)eWM0=#jL-G3B#ZCx-i z?efPtZ=Fh><+BEmXE-m!o$Qt3TGx=%;(Y)x?Cfl-du4_zO}xupvq2ApkU4^WhQ5OOLZ0Eg5cfOj zkGo6yg9A=9{i*%#H2o<*m-NSne$e#CA1vt)dY1IZ&n@ZyJHIeT(9b=jub{q=XE<*K ziFXm`pyZ4uyQJ7y3vgcSn0xR=$=$lzV6Osi5LAP}d#V zlhBckdmFh0?T@_%^vK?LLFV@ZnIj(3&pf2BwvhTxl03tC6G&VguciBc?D?IY8G)Qy zmu9oBubl0qChwM0Ii8kCU6w1W6QdYSl~ydy*h`dC)?Q_<7*Q{!z`puM_Qp7wUqI&Q z1L@}~(pQY6zOP80;k*#nf&4v$H>ZzZf63NJ-KCZs&?%e^g0od@gCbIDuD& zrrkX^gPXP#+#Gz64rT={T(gIGi4X5}7e2=FqW8|QOvZFyz%}d*cuX2I@jb0gO*dhqmegU2uYPEP@Xmz+0p~Y<;mFl;hIR7m9Xn_-jaMiT%V&EDD(QZeX zza}ygOTV*DM|Uh!G&XgM13J%W#Fm`0i8yX|fGCk=Kn+3~lUKPdN7sL?5o2E7gV)BS zc)D1B#cO*+?}bY<5NQ=$Ps5!*;BMCftTY7ukdpWLuQSKmDbFVMwzlkDPkg)k)2n*V zXZ+{#7w%!l^@#$3U5hfU+-RZLvH~r7rr-GR9PysmeS>@c=z#qC@(Y)n!HEP@`^39% z@!r7+SvJveuvX@jq|8qOuf?Vd^fR0BH)CM|WuHg!V^ixR6CZM5?uBQ#wyR#E8pQA2 z=z8uc?&ugnbzIF&yxz*osRY&%(W-eb7n?=^#ie~^$E`LT;{JIptLQmvT<4EQZ&b7C zj4Hz)POADu*k=Hp)0gx)UZsLN>ecbG&vU_>jYBuq-HgLIS9jcbR5?a9{(5NLt7;BP z!K7#7?b$LgDzRysLUJw6s%xR>a<)He8_;NKj_&&(;r_~NYfwe zH%a_M|9=@Do`++$lRqHK9~D@`co@ZYVn>Jc*O*yUQUgs=mBv*0iJX&;&rEZ)i1SA{ zk6ad1Br3<1x5hR0g3{D{UW>+W|2956$No$6Be*S-IwYt1?4v)MN1rNSD$`dEzgHGmK z>PICN*P6*(s?^8FQ<+|))a3pvOt*+9)c+LjpI@hSYD+|asV{1_E&UcYypI^Pv+={LZe#Xz&d+4b#2gOjWVWdRHy$r zK0JqP=ubt9#e?YapYf$v_w%BBYjCk9{a;_>1E$rR-oFF}$yO;ygd>o|upKr0Wgzc6 zot*E+Qk>r9on+@~fDgGFU#+xM$HT7a^qeweC-TKksHtppMA!|Fir3sM##{uV?LI!< zN}Og-?ntE=5vOgo=PB6jK%a9aqB(NAh+1daQ%O7ZP{R3QLJM-`<;?4rIyF>%_o=GrQdP9&4$l$m2cLix<3s*upU3bkUpdUbjE(<8 z{~x`fky(1v2lc^@?UMaUWNtk4%m%mO>MpeXBkH~wiL8BsqbA>E^tpgub z+XJNuyB!J#FZ*A?=2XQq4sB~e9_~JMD>T~~waa^P_D;AkdNRXjQ?B(qVB_2)^n7j+ z?+f`#eYku6AMha`+cxL~5@r6VoEcW%w2zy>QiC0QBw0}*uI~{p@r$70!oH4~7tKW<%5-{M0)+S%IuM^5>pS6)1EF1gJ@JPIyaY> zn*K!WYMTD&E7UZH`6c4} zs4%t{H!~f&=KO1@f_oWJW zJoJ8wJ>%pVvR!P9S} z@tXb<@ZMwHGj(VAe;psrMgPGmU+lg+Y9Jxg8|vplIDcj|uVYmHpW(xE9Llg9zWqr7 zb+GbujbicmpX0-G*to`YORYJK_VN9=o#CsDwlO%|Y@rh)dXsHDxIKl4!W1DB!_&(N zpPO?(HvW(%A_K?v>G*vG(p-b&QDZAeZ5H-)I zJ2;-ML+?L7#7Somhn!EjbELgW3CrqYlN(ybf`;|))hvEJ3yjh;_&;`l zx^a0_+Vj0D2zB~Wc{{e+zr}~=2oB0t*)(<--FMU^usV_x4GcK%btpgty>5EU$C6tX z9jcr_hwQgv?G*>}Bz?s(8zuI=+xQ&`&pmHAH#$3^;qm)biVPVD``!(6IWe91`M#c) zUaoikl7EQ%=k>T%i*HxBKN`!w>q>Z}4Dp>aNM3xU0NU9VC)6H&5W8h+JluwHBX>Lt zchqdyglcll<-|3zp|9d3>DJqF5{ktG-+A9MphdT?1l)_b^nb>O=Sh4a)4;dV9~Im{ z(;rRWO4A?nVAT3Ue?)sFO@Gw$B29l(W}K!!;q67!AH9~e`w#v9Wqf#!`s|V!Q!gJh zNWD*j%_bK6y4U+4uKYssOkoW&uwSAFcb!N!9!fR&_`h}<)3IUCT z3SZ>ko%^pof4T80`QTbz^mv@f)+wu%XzTJF6E|o1h}p{X`3}~@IQz~ij;oiO|84#M z3Lk!4h$-{Ty#iyjUwyKZj*Wv@6gt1pM(!ETIW3XhaEbV@i1M+Vag({ZZ_@z+~4#+6i1J|{pYz_tT*^xI<+ z&$*SDyK{$aRlFR*d1*^iUb`%@ZQCh}DiuBSt>&kbD}?T1wyCQ2Ci{nxPyx<<7Rl|z z=(IUk-CGJ;bDmS-+f$_aelVl?Dz^Zf|E2p6ZMFCRkpH$D+7?$afAn1>^Yr^wt5ECB zUNSp0_)%qrU7td)GZU4p&(<>RVI&@MPL$X8G7vTgw=XWziJ+VVrL`?q=dduvJo~xpZb!Rr2yE=G)FSpT8=`vd{*r%)`{(subj7ALbAR+X^GMIv?WxxQ$pLK2y&tsfBtU9c6aWXQ{SQyZtdd-V0Ak zAMKPM82mru!}BEU+U%jU+aEPq(jT4wO4A>kuB7RYOb^oZCyp-Zj~@9lytQJ4rFz7v z@DKg*Zyt(&=>IR{!*j5(*F}m>9Y*UF7|Y};ULf@zPpWfVm~qh?rX?o_?NFQkeCwD` zuEeSiYt_L6$(l`Hv8x*jDglRJtf3~I?C<=;*ZWu3z2v=%PXv8lyCH&7j;VLBJnO{@ zUf=K&TGoe5IZ^j<-lD%x4V?92%-w(mw;um+w4ah^)qo6%taP$4rq6iSaAvKGakG)p`H!^TPBS3+wEZ(N@_+m4F5ug=4MD1mxliU+N3)Y=r+yH)dX3q6ZRBt5!e zswXxmC-A?H56=a^KctY;S$%3*Xm#v+jLp*WVl~|VU#&&@#ut)wrolB6?2Yy3!^Hmz z_s=+ScM)};&xg_4!Yymr1J|MotC(ZjpOxY1bS-jOA2?CA=0inSAD_o-B=x@#)Gk~& zO`(&i+z@OHjGH-w#DkX=ZmY7Fod?Wx8hdB>T7Y!@GZl6jePlMu`<==~S7fsfhkN#f zF=5o!*ymE`N7zanmtHx&61B^ke`q|vn($)q-#xak35VyptREJ_&uD~Rl{~J|J1t3w z_s5t$?AVC1anye5iCc#bslG6)`yh&%U(z@kpDaooR$tj`GAu<1eDmC0!lXeY-EWEU z);*6|?cZ;IEGZOu|7u+bM}Q=ecl^@Zy*69X61@o#mRwz8uhGdX;Orb8zDq3Rrr77- z`0yNqY!^Ac=_#RCE%`W44OZfrTD6=8+qMy^JLg89i+=`kK3z}79gl(&dfPwdl$Qf6 zs<3&6It>y#^Gz*$6R|6?R)+hTuVC*zWZpaX*`Nk5ihc&3Rv@m2oIa%yz(Fj0IV&Qx zeincAZ~y@=|8IVX57%OSkClA*<1Y#ma?4hzR`BBu&_sHl~aU#;^4pAe)LNvwi zQF2?q3_TxNEA{?1^>6d%lKFs;3YABdmVIGmu0M>9d6o}Qd+AWR>JYkT!Yt?wk@%SJ zpBC`F647NfJV!8D&91RI`d|MJgX84jm0N1)Sd794tw|9=?M1?!{+(a(tzWln)*1K$ zHtW7z`6;{fZ}A}?2Tz#`J%4r>&Ae-HQbC;#4b>Y{i{oWMORYN&G%L{)En*Qn&D-O! zXQ|=)&Xu0P((ACgC$n3KzN6ji^|yV&xd)nCQWw7AmEMW!XI(yl%X#%`6G8?5G(J2> zFQ<0z$D97>0jENXd}9v6;PT2ZVYlhgwXZ3&m)*`It@?brai*cj)APDJ7Ex{@c2mHm zsmB7Sw%-kryz>iSI{C13;-(*X;F=TP=zmoFga07T->p0s$`2GI`J+`vH2u*>)inK) zUZnXC{gDzwn*N0IKAQgM&L#cPw-Ge`3FnmNKlJ~X@!|Qj_1_ooJ>ZHy)a5e2YjzjY zzy9Q1rOO>Gecw;Fo)}?bYy0U|$=(TEY0m{=)xB;6)$_vU8h%AoQ$QlMw~m#7uk-J& z;YmyH|7~Mpdb)idQld=?<5Lt|N1`~>@uyrREizg-m!r{`3b_(+_H1w zXTm@I_2)l(KIaQd=crN=@YYHwMQ++kS%h7`j8SZ`>7n3aY>Io-IU?H+TQTQ)wv%iB zzy0;sU!99(eH?4A!+MlHQrRFV5JhG0Cvj}b>c>sGy)#r)UjSTi<%8gyr2n)3{|fJ~ zK7Pvhl4Q^pZS-JRQjU677k)Z=OZ3%%Ucj3&`Gmjm;(r|~5YuJzrTGEt! z&s9tVomnthKH9BCyc}y4Yvz4}_g~*vldtPQ$lVn(x4O9(t;%}LD_Pfs8?*p>LB%dy z&o{92Tm5cA;5sVfasB{Sq;^^Z*}fY2y2H#esn>$YO)YOYUhG6TX-3P5tXC(TE+jF} z+I8daTy6}7ax)O{JSW3@5++ygMjd-kz2IC)A?Pk%C|AknN7ERsN|mY2^VBXS22i%^h>!Tu{k#~cxC9YytreELYizu+Ln&~ zOL7~~VMV5dV-6C;!FggtnVApWz|WQyCz$yU{Wp8V$Fxt&A7!x+8TER`gpSAfojy0H zM5s|O9O#!*Ks91tUY9ZWi3?0ge28sjCK4G1U(B$J5;2E=NUS+%iaenUKTSyHQExa| z`|pbpMWfdhzS^y=LNM$!mw6B?L9pK&>}v_7M`zI&)z^52{{bKJF(I=Z525;_-xaX4 zCnM)^D}wRqdf`40Qk{8JdFmCI_~JL7x%(a1Zm1f2%BmCZ52|zCy-XTeUnI9j_2nZf zUHU7~|FH@;SuIr0H!*@A(_-jka9~1(L@Kp~_PxP12KRpqo_hGV`O8^Wg$^Zop%u0~ zXFjJ`qm>DklXISLLD)B4w_ALlz_k!>xl{2*MDuyGBE6j_5rK04sD?HUEc$ijxxS~m zD2AkIr6oENoO$xzAD*p5e-^84iGSIR8@4-V+~fY|fBrqS?ej~Y`#xx|yJ%xb_Y=JS zhVr9Oyc=g;V<-CD)d;$RU%X=a3dl5qs%u|_2Bbu> z35oVZ2Id-y1W!QU&{z4960Mnv99w%-3s{h<&3 zYE>U^{Br)6KThwU=?@Y$u|M?3irS_B(4R8IM$;eoucPS?qBUsx6US9)`h((mn*RSX zK0Mdw7Yb=HB7Ug8vgPiSPu}VzIBAzz9~e_PLPjcc1p!QRIYofpA?IDRy&rx zojZlZUcV$HH~SRJGVNg7=6L--e*ePvnU1Bp#F)MU(%#>E)k83?H6jn`L?O?m`2!r!62_PxXI~56^Ks;_eKcE0nf=W_w6;n@6E27n>+e}>2ScIQvGhQpK0r2eaJ(+;Aggt)2Cv<{B5V%^|(4b zLr(oGi(4WdzA8F_OXL&Y>d$DR$E}a#S-4Malu$;z{XcHzE0!SA)@oGs*qaiYJ|A;_ zATo_pL^6@U^bw%mp})LX!Txvth2v7be!8WMHh3o;n&AV)gT+sYUdPnY?Tv$LhV>|D z9^Hd;#Rg6I2YH@7We)s=^n4w|Rpud}C-=;>YD9>T^wK-5SK@;hE>D+WFOEjqbN1W` zZBZh;Y+eNLsJ;Q7eUG%q)!5NacV1A$xd3dgHtP2){Nww-iz~WUs_AH=C-W6@T^+>H z2Qd@ox^p^2d#k+8mhyN4{t(&EZSb2?k<`yPY(U39SbGGdF{7@ITmJ7Pn z{`53Kr>qp#PIl`Ml(bjJj^1z~?9~^KOQl+%X;{%hj;JH*wAhrEW6VS}$h|e<`Vxk4 z#$@@vTIPhcxL%qWEnyY%FI97a_|%+ZM{tGOMo=!yH!8KTxG975PM3nRG} zRk4^O?x)gME&}EgduZ%366&vCC7H%Cij2IGTj2XJ0A>dcB)zKAR9R{HPD?6K&9cLFc@xro)p zy&2QBV#L|qkLgA(4B&4YSrQ6DXFzUOcbc$Z_&<#g&vE%|toV4%uYVu<+RCo5#fb2= zy8N85{s9{8y%+1^&LL+F5Ahwg55&6T2Fe@C_z2h9O|ts@KQe zl1LgPO)4c3MTO8w_I`~`2ql?Gl(~e83?-Umo~eX1AW9Ol_iJiUG*C(@B8{SyvEgpJ z^X%VUzkhz~-uqqa{`EO$z3ZIk^NcSFAHrpcLyFISyXg09$Ko$W$MvrNALHXaj+P|o z#0PkiWzV_(6Kl_RBmT3RFPt9npOMJs`cH(%bNwfk6HG?@XM2Tk{ihupBldFqXXF3( zfBW3McfmOlEKMw9PTVV6X3n}WhyNnebt|hzA^d3m+G!;2+Lw^q$9^*pm#p;;OaavoS&un^M;Y~4YnR*I={qn)Bo%I z|971K>EFwS8=rry6(JF?zOwCYe=^Uh3t!fFAVLoW4%dq= zXS2o5hu(TJ*@b3qSyJ6C>_RHO_Scmzzs9Uh=^Z&|KK}ByWSsR5I%-^u;l~$oj65Cx zW%IHmSTV*aw$Fau@1+Mju)a;k@ zpO7KLFqP?{dGvnajn_q&Ldm*=UTG%biDa6Yym`0#F&fS%sF{1gkDmB@PNNfEJLR|^ zC7ptsCS~k>${2IVxrxtfGvk!Oi)QWmSmLwx!S^{2C^4&=HRkE&Bzh=6(lkXZiWr&C zwcHyVOu-kpm+BtXc5fOWW;(l*qf(8CdPP$sO;}Bu7yI6!pR|aU=J2_r9y-)tmwQg7 zLmLl{y`w-T<{s2ncC27sJCxaqTD-1kb82FtTA=4j0)zk}-n zez-3tdHbcz?`>X4Q<^0wGpf@VN`22HihthG$SG4>_U7VJ+Lf{SMxdM(wR|T&tJHfb z3A>$?C9Wk;iBMnWaNJiW{Dsco3*0h=vh)4A1Ek4raeRW#L6UcC;+pLT6v*_+-1j2w zGo@m~j=Ixl$rIF>rF&UTE7xv(*uI>l*WvlOnw};bj1A>>KFOyu7mSfo&f8D@y~OzR zZto;dCv<7gkNvM)!C&YMzQDCyr4zAW?EqQt^89Ipw>W(%#?^zK%ZqCHN862T7&qaI zllfW3as!|8yVDdI6?ydqGk>3^t52U$p7Z@OshfJg_gT6hxkasVcbssc0bfv=RSV586l1~G;W*cSaw>`IKbi81>pyLN!S$c0J^MD|KO6l;kC12N3jRW8 z@CEL)X$Art>;}lb=4~hI*CjIi0%Z1>U75?;J4q%#Tg-!GHog+ci#|h->hvzO_(R~llkG)LFF$qun&}?iZlJ&D5%P>&!C&YMzQBzh`FXA!Uo=iF9h)C@r2JZ1y3Cmi zuNX6)O^0Y&A13T;^`f;a7yr}UT4ZiroKo~X+z5y-gvW}_Z&C$U%9 z4fGd1LY|Q;_zRuE7r4JXE||4w{UFT;qE=hG)et3@*gyNGWYKX?&Ra~{97|Rt`DeA) z$MN&!C&YMzQ9fCbrGIZ*F$ul8g4&FuG4KP9V=r7&XFIAMUgj- zX7la^>@#)}dxhOVf6*i48M%VL&>4Jzdwh@X=7rU*eS~`f`;48$UST)T zU-SrhMy}v5bOvAGDjiQS{{6d+d@ra_uD?`6{D;q4){IM~HZ1~eInyuD(=vm_^Ev`a z**sl|4X*>qoE`4QRwfP1v%mQL#}@|D8}i(98d0FxRQt7%w1~L~7m6-o&I}xOmSNa4 zR5b4xAah3# z2Cwxoq+V5eNx8XF| zdU1(a9mBv*^w68uu}sVG!G-bqJITGcs8q!`8&dNpvSsLoABhrPkvuHvM$6(pNe*pv zCg2O)U(S}9D;)-iYHseHT4zOa>z2{D*`A7|DR%$9ty=NyPZun{NE#~A2?gA9x?Iry zLwti1iEnywWbNo?#yTO#!=>(1nPESgrq}2DkbSBViA%!N$)V1k(f%bzh;o8tyWGP!m!DG&jux(ClEP2EE7Rl4Xtvj+Zn95CK{ms1vNZ`G(R~ID- z5RF9pA9LjyRCu3g<@bgHmccQ#&pi`Au$CN2n02ja108KSxj(B%pXM9395hR{p;azH zm*v(Ok(=|%vMsapDg1@b;0s)T*`jfeIPVepMZGd)ZXq*y)#-t7mH-j)XHy;9Y z8BN{B`)j^?F}^Sd$o%VN!GEO5xmTZ8V~xF9P`yD=n?XaT)|)H48FicKBk@L`cKXU za{Xs4i01mwa0uu6PeQD@{uAY`T>r^NSFZmwM2hP_L4VOBuG9NeJcs?QUqn<^Pm}#8S$Io9=1k_1?$eXDJFI47C$U%94fL1Sqkr>^T)|)H z48FiU@Mu)7lC~{LZ&{Nt)pavD{vtt9yEvV;+ zqDROxas_{(Gx!4c#mzt7;yoM5BR!d2K|f>Ymjtnpg0v7)v}&cbq17SYy?}kjPGYaH z8|W{3gghfx@E1CRFK{g~|G6MOv!8U`^j^G>eVja!nbE)N))k8T2=@Z^89Rx+!fv3y z=n?XaT)|)H48FiMkM#aoclAA4=FsM)a{V3e9>jfwdjb25oy1;YH_%`72zf@X;4gFr zU*M+AQ1|%R(Mcv0-L<+S)JF~si%WbwpH6dj=l(1&d_d(dU)%hOT}poZNdKs_?FPx$ zI%#z8^C6Nan{Rv1JfEiLbI)lg`{IP|$aTc|*d7z(uu*IoCM$z)O)KN-#z*6|M^#Z* zy~su0Qq|OH!F_Uw`r4E5J(KPX>&_(rA;1jtlfU#^nM2_?KG%T;p0Pnv)Jox72Qd)$#N|{Z%dxe z;0s*eA&r`jr+p;UY)68x$PL<85o7sisu%6EiM)0FKprWxoS$2$SVE?~nctOE8%;H2 z^P{5G_?XQhN7{17t6|BzO;4xkeu9yO{BMQQM2e?W2!sjT)@>R zDW1R38GM0zFE~ML@53J?bK0``Gml;&7j?vJ(r4w8B1`UjkwwG8d+O5Csrbt2J8kNQ z7@dAeA#+Z@VCf{sXPpcvBo5ai?B%ai(n+J&&uo2XPF4i(k2bnMR>FbzR5oF>nW3OY{?Tk`sz3w=>E39`e zIzmzuf|)}xX#Cqzbjs*e=hD3i50s}3lmn(Zn_vo_qyx*D2e)zR;Mr2UvnSD zZlJ&D5%P>&!C&YMzQEl$^7~Xc_pZC)qGM6Lz2%}o`J(LiUl?x^MOACmzAz;En_m1Z zXlKR0{xSBj(OCAwqwiK%tsc+YE9?gPiyk4*$QAsB&fp8&AOGI}Cf$BjM^~L^&{;QPav{M}fzOyKoO!j|_w;J=q;GEaydrJhK4T}bSJ(~o7d=9rkt_HM zoxvBlTR&_FEIO4#(&d%UtBld5`4(LbgPWAd;Xk2%yRWM8?gi{Kb`pDq-9UfQBjg#m zg1^uie1SW^wqT0s=2mj4?bomfX(bh_*MCc9w({;H+zZ%e>?HOIyMg|qN60gB1%IJ4 z_yX5xd}&USNh`U+ueo)LW-G-#i2Dfl0`?g@iM_&Zpugx5@{C-;U+4_Jz!lDQFPglm zmFU&48k#zHfG90)ln;3~n<%{9!hh%ZRB~66WJSy$Lz8NDZ)>m=rI*AlC1)m%CONSU zQo)6MqrB%TaT2f+Sky*&yQyI{)nYD zYGVg`lH_hCx%_Nm{H$hr2JlG4`+%_7qYi`jk8~Svw@juxv0=| zsDoLzc;#4!l~37&i#3aPa{h|kY*FqxyJWHKk6S_Gh{{W2>&B&itgSm{pO9FP&Dff| zs3Cqxhpc}up*q*biF~YLMDmZTDyyFVK6jI#6Wbz3bo0m)e1SW0URmVGj)?PzI%lb=hNeMUFF{@q=zY^j+;V*Os zU*KMwbN$dq&U@rt=UaF6aVK-KlA*)e%68^4%6%_pA>*}mC%*_ixS_JqIVptk!JWSJX-VcESK$D4Y2jB#Pv!4sF50#raO8d;e&LX_z3b zO6T9Q*kmV>QEdzeeb8R!-Y@xP`H5|8<1SgbktgzuT)|)H48FjvcAf4s;>$tJ=n)^- zW5=F5Ww-G+Q_y(9kcOofYr(?xf9~X*Vay1b@k_Sl2Xm6lP07efj>KfYLd4szC(C9( zm3@>RV8@P$GrV?&^F)u3XXFb0LTB&=ZpFX(7#A=w;y=@I7uSE*fl*xl8JjL~{bySJ z^`CT~+pF=tFrrMK@AioQ>?1BeNBn1_zvvP2j9kHA=nTHV)w`#?dzRw>F`efkqTWUs zi@NJ;uWk9nnwHUQGBB7)8>Dy3eUOW$GBXn6J};WJ+R&`EK-K30vo>AurwZqZ-9UfQ zBjg#mg1^uie1VJ4|3_;akFfFCs^M*MCEeuKWM)E>ozs=?{LGa>eS+psLreW+iX#@R zo6hR@T>nUt^Tb|ZH_%`72zf@X;4gFrU*O_B+W1eslqCPKTiPNz17|6*?;OpzC1-PG zRn+{-(+;{?4C~i2U$=3d*h%aab_4xIkC12N3jRW8@CELWOmoO+g*f8+%dpB)#fj_) z?>v%|)vLZCx5_^T+K!4FA}kAK_lWK4T}bSJ(~o7d=9rkt_HMoxvBlcn^*AsVlC&?IVVx40H@C3aQ8Cd*Qva zl4;uDx06~y8RSG;#GQ2YaN-#MsrXuJ0#S=y7Z$QPl^Tud9XY3M1I>1V(uAzn5>gjm zHIr%Ud#5I7&IBg^30=MBUDfow*V~>^OR8yRf9LKuyH=5}71G@cgp6oW$fE4V=UNoF z-F^IXj8~PC&~IhETA^t)`+P*uXoWoTp)PFr#&8n3T7P@AbbdOy-q(L^>$yz&@ErG? z?s}{po8($R1l{I-tg@WJ&OTZEy?@69X4Ip$i>*?@B*{d&@cxR!q&a!9!K>^0Xz)If zf!&jw$oowBjP5#XYBCe41{4E9{A%!|{zhLdwj+LlfHd4pdP(}XcchfDL|)DH z06DG2eJ`?~94OjT;6^h${#khIx(Ku7;U5X(vhmF6waY9k?Nn(+!fyX(Gj>xM8f|*R zSDIc;3uXjwRU@L6sW_1zPK&UsG~~Q0r@GQXljgu5oAjuq&=1q8pXKO#1=odE2`VIE z*TU~vM3R?hmXYd8?303~!sj34+VVLU!wTNZewJNP7{%3=GL@x_6yZ?xnzP#Sg zFz|Njy#3XY^k3_{w!Ofe*xo$(_;9uY5sy&$W_^-Dy*~_1QS)BL>k;ydT)|)H48FiU z@NYgOCT}0{pX@xt^`Ch%FlfYo#-p$UljUDlyoYgr#;y?W${Bp#9UVqUe z(QY6R}xSlB)U&Uj_qj0Oxr1~z)lr??d36jDwRx?I4PQ{OZb&j z*~*JjC}WN7KmFZN#9hyC!hVlK6uW``qDROxas_{(Gx!2GsPFH-vrAGUKe}#YS-cgL zT~Ff~K8CI`0sW)c7q_pOqoCHrdfw}HvF5H2bAM~%*w!}!yuHG1pugx5@{C-;U+4_J zz^&~4`yOF_moD@*Tw(275n{06;d|C5`Gszq7Pqog-q=-b54gj);LYdzeOe<6JBhu* zZlJ&D5%P>&!C&YMzQBED*{67NM+}jN;J`PK8*Ao2KrWW<8cN+6u;mYKs#k*Ma!& za+3+}1?)3+5_^T+K!4FAmXYd8Cy`cqJZ^!vM2vG>v`_WIbW=h|fmUD`}xZAb)=e%RI_NH9IYR>1) zh8gFiyASQ5W`|36O}rXN!Y$v*hK5?w^JUy~>h@~?P|7jRpCfrY83!jnXI0O((j1j% z&S3iGD6}`T)9G zEHEM9dL@_D{HVO7mnqc;Y1`j(nvh)o zaJ2s>Vsg{aTd?aB>qUGb5zDb;1Z9-9+&PdzHk+w6XR3zLts(kf?hzmQINI}I`G70A z*rv$SyZB z`jYeUO$NI3`bN!Ro4Wf9^B%#2a%$SFgR(mmuU_?~j|1CH7q0fCy}dPJcC)vTjziLw zFU<6*gKlB{opL76U+4_Jz+LM8PW#fB0kSwl-(9jNo-8{$dpWzyo^1O2USzG!a{ilb z2kEEwHV={97DmX1CVsOJN0xH)Zq+I3*9c?fIUV+J6&*U1YC0vslB9(Dt}pD|NH>Lu z+k5J+A;=Z{h0fp$+%XMB@2y1#NRZoprt;@r_I``IBYLo_Dv#ak3=bxW#kOq~$Lm=} zy)UxDi|iQIl1I%~XBSb;VuQl^z$#)=89%1xqY51?xu<#4cMhpDi0)jHqCk;nm zXYd8Czv8g&@$Ca-$6p_4M~nYsPOksF{-Q_7Gjaugp)>dbH*3|A05|3U zku3Vz@Ay88)qZxnneynRjG2<(epiW~qwT#>7E{7Xse9NKGw~h%)Yc$RXjsjeh=mMi z{gdF%+YR&=Jwl$5EBFhY!56sFBfpoP^ZA{?{-;&NCK=_Iz6G^AzT{(9+zc1dUDw61 zDSqrTc0m>^Z~fc@j;3?jp1(zoTnw1Y#$I7J&|mZjc}A|_FLVZ9;BwxA`yMw3zlWw7 z#xS%Z^7oZ32w|npsQfuKX$RwB*<#Z^wmqx;{>?MKc58S$iM_&Zpugx5@{C-;U+4_J zz>V!`dOpdbh2-%+v79wnK~$XPTiy-Nr{j+$jy64%Mivj7HlN;bmbcH?N$eGN1N}vh zkZ0ry{z7N)1#Zbq8D+-0D)M>T-V+Y;8MM@$^P~HoMiK8f8#doQ7|XjCu+P{@>=kwc z{Y8(EXXFb0LTB&=?meZN_*&!C&YMzQ8Td%{hOwsFifc2wa~l+DdT`;y%K?fPKbJVz00p=r4MNJR?`|7dnG4 za3%OB9;#=xl88I`C8^9SBvR0F?7QbX$avv^ZT3$bX}JIW2fqFBQiF3I7?o~6J*ub@H(%%}eF^6Q%?iBxBkwMq$*4@@9 zGNERp6fWLP*+lA3?7J~W)`8|}u&#_t-NIhbJz*s+nj+9UG`>ZZT#qr6o-t_& zPiOE2Zrf{IfuUXHy>o{!4$NI2C-rX@3-WsjQC z6K`XjTp9h0`mt@xCyRb%nT}@-DO`4-%nZwEHJvi!7!re^{YUD=aTc%nAFz zc>Ocw_@XfnS)V3a_puaAX>mUPk1H3q(2W7wH=bDW5y}2hi5&x9n2QHwDksez&&w73 zh0fp$-1=;`c&tDNxwuPpytPs>N&Bk@3GVXG2sYHB9RopmrF|WYX|I>29bfQ~^=04O zKWR%%=(m5uzkX{sqEGdmP42S$*ncL?G8fnKpv$#Ic$p#*czb`w}1mEELPa=KdM*L^>HohM5 zpHVtcKH@(aXT$ZM#Q2!-bNpv(ZSLB|@t+FBZ&T*@&+9LGgghfx@E1CRFL0M@I9sPC z9U0!lJH@~R8twOZ*r+GRgNDyg@-qzW~m~P0cIM6VY5X~L> zy4!bX@pc3KMURkYmXYd8?{lUNY?(A#H>mE2uv+l0h)vP|HkfFmTzmiWqn-xB# zsCnn98>~XUs}H;ST3N|N>2u2X4&Gj2H_%`72zf@X;4gFrU*O9A`+W%Bk}lh46`p7K z#Vu}KWqgsLF@98aR8t{CN<4UalKdT3sQ)y_GY4<-b`pDq-9UfQBjg#mg1^uie1W?$ zGG@s+aed-FS8?o=nhoT@i<7Sp4i_?$4t8s`gjKLlTQ9TpTzHv{ea22=udo~FFM5PL zBUkVjI)g888?@FjwpQvBmeIQVq5>b7ja7~A?7eO5WF?^igMaFoxEHX`*h%aab_4xI zkC12N3jRW8@C9zr*`effYg);NqoY47>a~)BeKY)I^;&uN5$*--GjIL1 literal 32183 zcmc(|c|4V0yFadsDM}+zkxGM<%53kos7OVmlm?O%5i*mZP%@+p85#`HAY^Dz*!#XE zjfzU6q`}Z&%9s+rd%N#zpXYqe_xU~NJm)#*eEvAQeP4U6_jO(G_w`=(bJmN4LML+q z1cv{MQgC;4va@k>R@vv^h`4|f`$+IJWa-i>v2v$J(@cW`m$e?ZdNdbgbo zuSvW|*70k`MTy(GI8&f|>~>klAB_@&9pj@WIeYGN^;NNTp*p(H)5*iZ#?8&fmjbn> zwx#y;aPzeFp!ygkJp94_AF(q&EPj3b+%+TC2p^8OmyHtMHJm-Q zWaMtm`0%52R4{6UZoG+!$?75Mzv2J0M!+L}XZZ5D;&(+_u7!U_%^#nisf-whrrA%@ zseE@8efsEsb4d6ZQqI}U&TdRW@zlqoMCjV%?WfvL3kDO~^HNCAP@ zu2nkD#c$D~(!p7E1DPn{#^jxO0S!p#{Q?Q6o_5smr)~M}!VhR0=^H!x$a`d&Q`PWJ zYAxznvf@&s(nj=tyUi0X!W&)ey58R@Ucs^Q-@asyNha%B_gWcoML|5t@EOW@*@No! zH^dzMdJTONd>+!HeV!*n0P})^}i5pYCpw7W5zC$AI zC_+!%`~0Xz|qFcl)vuKW%*0!sr$_9MM|VqJ?tW=T!vYhGkyO%keTo z<}#zs-*Hw&?R%mJ4Y!Xa#4hZ!n{-8ucvpMc&gr%)dXj4U==&=nh@Nww$ys3M*9 zokB-y*0LtY2k5ceUa&s@emhax*&mAEydntF#JWiij!mhI=KXuQa>zzC`c@xs^*=<0Em>`2|wX%7a z=M$qPDh+4WO+~jhe{a|EnMxprUs0ydP%q$)8Y$^;*6}b}>>s1zu=Ox;qW5jW@$6o% z51kh`{IQ$rBacOd$hp;TjbyfRZf^9vUo~+z>&o$!lf%3@$XsD=k5k|cbnMasnS%I@ z#IJgJ`TFLS=!d2H_z=C71n3I*g+8k=^#bnMm+EK4*BwT4g>@f?_I5%)*m9grxlsnn zNaLg7?3(sXEHk~_W1BzQaaxPN=FXJi5VaPkJ?!*u5Z+7k)wZJbXw(j+SK3kfghYpC z{DDqA1bTkV=!#(Yg+4>Q^BCNY)SJP_6e`(FoNb{tQufP02iq&>L_^$Fd6xNLa7U)b zkJ6)46JDhnuOmioPBA~cVFhvTXXv4|j}(yTSi6jOEmFk!51H1bSyBk*h~XcBu7F?Y zGs8b0_dKJIESi7zMVf!sd(mP3OH*n72{oF3LXYMjiPQWOS84tc%rDH*Cq~a#7+pm& z{6e3hUci;|booPKwW#l1H@#J72YbE1X6Byqp zV&?ZJGeQ*BIPe{-Pbb>J{j3dE?!m6|OnY=sz_sVBz6$~VEW!9B_!amD%rDFl=oxgyVfZa)`YgxP z3%D^Sj!b&EVH~y`k$dBIgEw)=(PC&pw;g(VK+xIpg#!WS0{Aodq#@&1;2SW%Fh`it zGw5nN!*3na=T4^HEex)u$e9ur5sU(!e{d-H;6}tOs5{F!}U{tP||eg(b( z^UK5u&@{nI-i*$`sPISA(woD1O3os3U{Ux9C2 zW9Ap;$biu^=;{H(?+d2SP%q$)c&_T3?qZ9MwbFX+&7 zOS_BrerT8W@Xvfmk%=$X9{yP{=nxan)NJ8>EGYFRz1~!ZUT>g7ulvk=uBModS2O!t zXhR-9ca|eISiD z!;{XlUW(2?NU)fW4{AZZfD3sH<5WG>qMzT_8m=Sg2Axl;2c1XNAsUx>#>9Iy==?g0 z==JH^^!g+^kJM#!y+Lz|>9_*F&rmPmLLT(a)HocE>F&&@t@A;+r4D|voHkTl|Ef&?6`B4|XY|16DkzTMXQ&r&A&+6cgLW|WI?;Iyap=5;K5De{_#b*( zM6Zux@IvT52g%cU3`rH!@iBZo)4ZAS`5o2;)o1$oe!5Ny7xJLv^Rzf@ z5lKaKd^J79D>`zfWDv@MOi;70u5PexK=lof!V-^Yftb!kB*KF#Mlq z__tv8HDUPw#(eJGEqec#G#)j-|89;bJ=6QXqVq%5{60gyfD8Q?*2~Zzjp2QRdW-1z zMP}bLZF-#!ozKw1VmhwG@Smwk^ZXpv(>e+o(4e1p(Q`%dOY@(`#B($N7xJL_pL&Dt zS0%G=xhA6<&0#)=%x=>0wS2!Ceoy%Z&38u;%n|*(wTRyLEmKz#6KDEN)eE?g2fe<6 z#zCB$biJEz(w|$cNyk_6eUhHHKw2+V>GWLw&HU2&Mln3DX5tpKzYrIhxvpgPt+*M@ z_&U9>vkt8{aUFV}0cQStnfW)+8P13D$>BV$lNjCn+x*fzg#3Fw*PHP9rQ_wAbiX(^ z0T=S1`#OR?2ZFka>3AD6f1jCsrT9Kc=c~;;SLM&|@H%Ra==e8g{&bl54o&DY)C;)4 z3$23_#dJJ^(O*q5oxdR67s{XMJ}EQL6^m)zNEOrTt8dZqcejS~q4Z40&G`I6pBeo! z>rNCy9(3HFex6#*^m~w*e+7o$In49v48LO-{vR^_|B{(gB__U>uPb`KdztlZ%(@8X zbN>81j#?d6b-vbw#BbjBy&QRg*t5#YqBJ3sSg8}^=*K>X^jvOSR@J$M)Sk3@bj#)w zX3PGxDlJSPR?%_7Rz2NjZGJM*D`R6r{JP6|^2;V@h?~k9eMxov-05R6$Np{1%a?+f zd!Wqtd%#m97Gr$2PUJS>yjyMXXE({m6?v1g@LrG`a<#pE|L8tHlq{?0^HO3z(RS(0 zgfmM$iPKBoI!{hCMMq=b%sl}6Zonj*A zn^pPQA$ApU{jwLkDxOPJh@bhhbopUo*#*g3$0RT0?mbU_pw*qll6p3~xv z0%B5Ej(F#ZbRJGg_LD?JVZ52S4zJv-(odg~oDO`YRQ{M>tgi_kVNKEKfCfj@M; zfeh~Akm}d7uB4(4xd_LP>Zgd%8~c1T;+=>fI!;8byf=OY%a15~chqgc@f6O^md7!r z%TI9j<^I_ld!rsbGWfN!xAQep)PLQ0&^ZGo56E?RM#d94hvRA^&0_hw0)C;-T1>rw z8>1(5_FHi>S{>mku+iBFEu-ToFfjP{EEiW4y_uWTTz`tS_UbL8bpwekO+CQ{TLhmI zi7t1IbtgO}{322oUVV9rc*OR5YN{E9UR2!IGasq0VB<$stH>u*z<*>maMlG0ED~KZLVh z;>$$up)w-ZXs6X-u^YrKV!8I$PhRNAo}BA}vb%|eGi$l#m-is>jYMXCg_t?I&ghwB zbOrn>GJVcx>Rra*T8^T>|KBxQ^R~lhjBZ)&7PW)gKR9#K$VGEIK5*iMTikWz&U0oh zwn>hyy~2w0`nLK?U>vKO@hf4*H;yv%3v*<{=y^4xs~rr#(B}%KUcgNrL+6qA$3pJl z*V`;7&-%fAH%OLU`pT0UO?DiO6)OfGgdboDk4{^9CBc>Nli*k28!*4l%p8H9L07;p z^cm{C%;3)Ee%(@$sfG`H{u1sPGaut{qqi0ceW=t^Y-nX+Gx6X|#PvNVnh^Li_$2rh z_y)``%uzU_XV6s+!!PuC4^uDT&bVzqVBV>KAFX{aQ76)YM91YNzPs>&=o&98R`U2g z;xOj|_%rw<_!amD%rDFl=oxec{2DTShI#>arDFG`B*FV=iAzI~UfE4TS!2xe_bZF| z=MkI>YK%XFPl8{8Z&)+)3v&c|23@fkexc7$FW@FES%jWH%ty;Tt_}{oN#&n|a2~ zacRW!S9_0gg%=P9C7YX~q&(2CpE<{l*kz+)+3JoBpDz)9XVa_qEA1sh=s00F#-_gQ zb0o2|(Q0w70y}4_N;A&MxzeKnz3yA0-w$vs310lA3XMXS1A#&?WyB# z7h7U_{}bW9s`Ut$Jb(H^as%;(sTXjA)(4+zGP6e>fnUp71l0%$b2a(SJNuDgn|aIP zN$!M;sYLkL-*b@{9Y?M|KEAyZ@ri8{nbojJ%bz8vQYYKH^AKyGBXQmjH(#PITyf;Q z(EVuQ-kSreri#c^Qhsr0-DKj-ywq6Y@K^+WhI#>4*{VyuW{CpIof6rq-lUFVba%xm zl_(RYmlnR0em03P?JO`fkWwJDIt&BZNec<1>v=afeOtxxj4qhgRWHWbwav8aDG z{grY^)0r5wqk3;XH$oi^Y}^0f$BH?Gy3wx0$m%(Kexc8jOuc}6No{i9=7q=5joKE` zbk8W_&z08b-kGXI4xJY^?PjmU4zzt|Km#i~f+Mvt>+$Qlc+O2-)k~*VR}(`LQ@zUF?-Apc7mI#Y zb0a)5Li$5j?L^xjbxhJz+{xE7=nD9SK102LyY0foReIrLkU7l*I)8Z4;q<$TNVGTf zRhR;cwLo-X?$5pkU7zNYqsuyDh(q3wj9Wy*h%RHt3%@HC5KnfC$vSz;A~UTgs*#iB z_;bYYk31P&0l&~^rXOengS(K?hYrm@Ql|N5#e@&@&)P%tPqfke6E-ye#BZ8^#PCn- zVdfX+$eYnK=nD9SK102LTQlvc!J^bnND@zRZdZ5Xj5WG5OHXAzODFMQSJL}J;)zt| zF~7-K#BBRMe15DoN_O0zH&tXEac5V+vqduN&_>2L3Yhub!OYPrM$Z|HuC_A#iZOkj z&(u4H!7UJ?&s|}|=OUlC_3GSvvu*LJp39t~SN9ZUr^a%UzGhn`TW)3bMEj4NrLd9H zpZ&u1#Yat6CgWEd7~g>Tjb`SE&FC3))ha^so5u8cJX0^=B2hYz^-38ZQakUk9u!sy zE$Z^838k%4cmF-zUMZz&BuiVU9r0pex`P`b;wQ0`7~t zY5tqPFUEpnGcU`@&B5%ubI(|Zzd_uD$0MX{9uPY1A?jBO9w6{%@JaA1@C}$>m?O|L z6X)}Lo9XjIre44ezEUvTQEVFa9r`K1=0!EipD*d1a*HIKsy;vL>mU(g&IR!2@r+M` zU&%4P0rLxU1bPNt#WMUtpP^pBEnQ;bcxGV+GTyTB(m+QnVRgiQe7{2+|2&$;oD1O3 z;FH;mUx9DH{4#OAo_{mC+Qje+eJ)_?1>7&icS8jVLXq1*nqZLXA^tfC=g}$VTmXLt zp9H@G-%z9dn?FaLjGhlLx&nTo&(=)6fZIQ@b#wo@!^rDF;hG@zOnmXkwTTgzUlTqv z+Ya13)=DgSWEClKpam&ZMvFVu5yDAxGZ zTs%-QpZ)UM{k9Er#<9trI=4EuR^pwF2Nllcl;CgEZSogAa>riQeF4YaZAq*54?k7S z+{MS$?>>H_S;H3X60i)c9qolquNO!-b;pYkxb}YU{vsRV^q@jn`BO*Y_jieyx&C$# zN8C%QQ)1-y5QZ;q#I@^(u}puOF4uYH%}QX!k1BX5M(SETNZggUabRvTS_RcrVtUh)t9hWH3Ymhh7-b zSQCAo@K|}M=}%c43KI_goV_)X09^sU&}XO@aC@Fb9`c=%jt=WI)MX1%KM&IVAU;OL zSqq%>K@*J&aqsyePWv6@@4MrQSee{*PC$SHzLJHWXH57_Saz%TR}>IK|2E5mk_PIE#xXdX~`srN^-R!3rdnu|?r&0&_)*n(YQ z*H5x8|5?;Gu45Eg8Q-ihRkD-lI#%(hqB@IMQe?Q zfV)|m&O3HIC};mEO}1tG?#@-c&p6~G_0VlTWt@AK!OOf0YdPSP;8)-q zFuyQIpl8q(@C$v0dI9%~wb-TCf!(;p^XY(i@+Z8wp~o8)p2kzR3#g~6Mv}`Nzu&4~ z62m?O|L=nD9SK102LJ9H(?PCKOrk5jUo;NKB}ZI?b87!~SAl2e=K zwQW1VKNrBC!6(75jxfFf^9yqXdInt;GyFoIp93J4#If^ z=K}aM_$2rh_y)``%n|4rbOroEpP^pB{m|YNN17|scLpc^&23&=dlx4=cSqm<#N9!W zEu!6#wZBoZV)r)v6%9!Is))q{yH7;wOI!bn?{(zfYtz0}tt_hyaOZTljKJLF3A-mUmV(08;21O}(CdophFa;!3n^?l_UCDK||{_u1e zQ+&EOYVBw-Hg1kt;a)AIi#g+$XFa>6K_1Ar+%s<}nBS z?a|rl&dqPTzO!kxC^^FMTl9-AZMUd~yVZx7Po6DrbDpfE zNv@U)lwLkm!RD^JAAUjiI{WyR#Ndz&6CBsp8qqK9LjDoId2Ib<4cuQ`aa#Fv2l8p% zSUB(1R|L3!ecdT;W0;nB6p!q_KSiy=k+i7uFE6m&OP*a8w8YPSH}21C);hPx35Q** zd}Vag77qzX*v$CU%9hX!aGYmxoxMFF%`G)yD%t8UcJT4-b)@Z(-TB*+x;W(NS}%60 zAYRM%G0Uv$_`CR!&qIR`2Rqsfaap^@W+{_UoPOKJ{ocY&*nC!$zrMkCd?Z%qw(^OM zIJ5Hf)kK+Ew%|Q+lci>HY-iaCXEq%&#ZDUD$#MQ3q_eKa6q8vyFkA9e^eE3ER3-XL z+kVeD3^@PjwOM=V!I`n4c-QpPKa_86#7Z~x`bLCr#Rp8xTX%mj!|VkrVdfh@u+K|L zo_cpEpS{pnBd%=zda`YS$5*XTR~*_EbNKrTOH!P**7x!3deroJvGJg_82OKI{~Diq zL)>EazGL`uc8u?@`kmy5o$OWZLfgpqC!fy{4EW4V{uOz!>QN3iIr>QU9a%}NkA=JL zKQ_RHu_u$B-_<1JH%986oc5EDUh&3AYD&w0(BEJ2{@(iq`Qw8^nA>3MRSR? z)O)!KjxF5(F798~i}3!Rwp1P!->;AN-;u)|^~?QU-e47b+v?vt&ROPixub>rr$tgE(+F>h00f$LCuH@>Y#l(Dr&3Knkc8c=4MpRtC_NT&Z zG5oK>`+NJWyx=SKv>*T*Jj^(7H*Y6tx?=38{8yAL?;v;dV(YZ^HI*Nv~Bu{O{vK9@D(blp17%@$h?m z98*x-+3; zzIF!_4=JYBIWDpY(5Ba`aH##LeP?s1I~~-zGT#2wK38?W4)1@Z6!L*QsL!>zUp-Pn z-N|rME{iImaB~uKLP{vy$a(YJN+`U&CFd72aorLMC+^gWXeM6ByVGIDWo7g3I#KJl zl~Vgr>&Z;NdQ`^eSNDHMgjJ52ra-QFlOi@q?w*T_I|{7q4z=-2~oyY9ArpuHm@A zzpo$g;g!mRt|O;}s;jFt;#3K>k4N5y%@khH4KqPIUVc5U({C{Gx3{SLyq0`PPr0;&&f|&>&BvvG4*zfRp!wg;^do}dKZN05jp1LJ z;s1UKU3ak#&HwfP9{%6tLGw_1i=LAj-kl~&mq$v!4bNvF&o8Jx$?)=__@cf8497+O zbNU0EfAmW6Li69xyIV-{dzp6^jN<=XG2M4|G0p#CZMqNhi~rG<|5TjHgPy|-o)1!f zbeeZ(i_(P#?>(i@dAz%8)SN16|5N+_XBSaa0u8pZ)(X{@>(5>u-xLJo-O*rTTGo zl8sc}U?*C#>P@&#NFSOfH$KFB^bn!n_KA15w*vBs;_Y-Mr-k>=1p#*M7H z(xm_H(PHxO#5*_CRxH9ZKfO{`s-l>?1c<11GP3ozoe!n%r_@p^{|~3%^$X z6Zf!aB|e-zPkF@nPekCpHRt+9DUn5&f`X%5+R(DMA$FOUXOfXqls^a6o#v)C9*cXe zSHac3K0)o){n^;^gPO7JM|1pEE8S7kOp{c&;+~$eM3h`?^opbV>c)Tg{$t~xbSSD@ z1IL$Y?|&O0ioJ6#yl?xgPui{N8_zw~fda=~m)$O{PR@wEmHF*!4?5*OFt_8yBy5Lv zY&zdx&0h9S*(Y20A=_x7>azoPlt`G1?woSS|}hMjC;4-Tg56c!8PAa3wxoEW9c#mQJ*>lDB z^Y|yvylk_g_{TXrN5oV7lQQ>)c>JRU183U8G=d1&@1K3Ge|k}9TY(bB>uz#?|2)EN zymhx@=Grst<$1m#E4~h)oQP=S=Ei0uVK(sl*{>Po>%=RW4Q0v1sf_)ua;}O0ZG6ak zcN6`+yR6CYsrCD>oZpj$E2P(tMFCISbM~F-;l}1Hk{wb1hdZG`#^yxr1VXM=j(c`{ z=D+;=zxro7j|9OT#U8dJ&~GW3@4>%*a4%??bsK~>u*Fi8who~$+{5kqMVX77{^j`4 zk4v-lI<^`9Qb2^xV?MBociAZ|FZrA?q6T0{dz7p zEezvPmvs;8kN<((yNazgru-rrW6TYL+zNKg-NpGY4{F26Od|kN*J!*0Jvu*YuI`0~^ zO-t)1p<%OBKOS?1>!cTCD@MSKsW?ENR(dcI4 z$Lu*}$@%lSt_#1-Ep{^Fp1Q0fnkQ>T9`{&gef4=Hd0HSTv;Ej6aw}3gnEhfNUNh}? zTItB!eEtc6BNL_nd~@afs<$Oe$)?1Z(mBoYq>RnR?DXixWQ(}W@5`bU?7~?w&DkGG_GV*GtMYO4 z$vCA|x6jzi;W>(Sk2bfc;C)|eJF6Te$&wTCvWuGkzW>QyxVrp@>OP!w{c4Q+gMDPO ze$3V8B?rm2EWJMkY94sQjvUsv`F_}p5ZCVTT}Fm3Vo8j8kjN5EKhx-5ex;rO2tZV5id@f@D z_@(N>Sa{;-3!{GQ!rw#}PO#p*7aO`+Z9eo(iqz1ZKH5AwitDj#aMCq4m%C6TVqf=( zX}D5fj=>esX7niB|!8!IY6LYcHPWhMuv#n;Nc0)54LzrX)O7GrhMp=`f>cyKdc|{;dR0<*RBsS>8pTGgN{}Y) z0%NTYZ!i2W<3k>1b;nEdc824cl41Vwo6*DkbJ>%I`DdHtl05#g*b!A8|KzNpIv)S{ zO_3jue=_z%`Xq|~|8)NW_ph&Fqk;xRU+CfWtB-Bmvh*rjx?duHp#3t}BW#4_&$IIQ zLx8Z8sM#MP`PoxH7bgM-cVJj`zR2O9#%pHV{z5 zQIl|a?b*`7eO%YLaXit&j(?JJ)qlYV!na;==JC*n>@8Y0IW9lF{^jSd!WTM^dB&5| zokmU}gwIY~F=KZFd$rNyIE}g}tfpd}nGXDP#JpXa;#?X=LR?fu7$heYk{VF&}@XF_>V*mT+|GxE4 z$$hghK6pLdElBu(A0HZ`Qjl4bIwlxb>08*`RES5Z)2t=*gB_6N3ZbZ&18h_{rjb)I zW*I7ITw8RwR32H4;0~0V++t^3%(kvQfRLEls`e}MySRoL^DOl99Ek)!58Evxr*L;( zIUk$W(#z@Dc|!k=ei_j@{hi9n${ND4Gymh8l_kXJtLdNLpHoIav^f`zdyTHMX8HOM_$}57OVcQ{tK?LtTg(U;KVFJVT)>IvWDaHT!+$Ye1^H< zRP&YCAaF;!ip)XmrJ#W`t_foMX!T9zh1a<+T~*}nCzZ3$cz5?LH~NGe*9Y&tc(oI` zPy06Yes3Du;+#5KiMro$%NlAM#LGv+v09(ZN_VDb4VHkrFnNIdA=NnkybvdAfI< z?^7gHWzzm!-Jk0tYn|vn^$6FUwI$}D`5R)wirr#4v!5cJ$OV@TSJe|L15=tqRjY`U zYvhfHaMk}bKIBoNcb zj@lS4+c$s=pBec{<*VXNXYal;oHGHdyO^$*sT6f*Z=-@hG~d$U>Zo6+g-8Cm}q_|Ol7P4a1vDL)_neS@R_ z=I-D>{&j<_92uq82@Cah%lc+bUK>n~_+9$#gi$$}>-2dhNBJ3+U3xXsd(%nMU1!GG zWx>z!{-(Qn&wKBYNA-u}1C0TWVPwmkt6mV!u~a@4w~kAkbv88)pN3dST$buEMZ3DrE)TQjq=;4 zcb?+Sv;B1K?{dh(duzTrs=vYO-(=K2uBsp{R}RO?qD|(T`YIpcb=`+fcSmd@77k1( ze38ExiCj#ZuPXkS`f6rBAvFFKmibx~k^C}~j3)EmG=EIO4wGYb);v1FuNQFD4`#1* zsqe&{kKeVgPkV)vr_9w-{L_OwC#nQUPU;}r)r}rrDz7FLJBH)r)Oyc7QQ9BL>3gSq z5G}MJaz?7&Jtw&YeR%g)Mz@{Xr_ud()6GAm$Kkm)`T`M{JNV3KZWVml6vG7K;yzCL{-cklc!oTuo&;X&GR)F_ z&*%HEv4FsrMGcyfhl2EVJl3rX+|m|vJ9&@<=?_=P@0y@30XL;aSsP!+w(#$8RL99MIZmW=9nJsU#) z)nIqr`2A?1)l~PI)s|@d{evMp*&&3L-h*z@NeB6U1-=3E3v&c|23-Na&}XO@a7!BK zJQ^$3AN4tFPPCbai3Yv1LYX%W7WO|G;*Okh1$X;yM9QP1x7_@-f$x*xSKu4``DNw^ z^bEQJexc7$FW^eeKOjD5)-N0_e|pr@7XoDmjv5H;$i9qSgy%m0H1ZTVPo#2To%v}D z{tP||eg(b(^9yqXdIntqztCr>7jVyLX3kn~B&j!6{0HlG*fr8Gs>iXQECZ(`sf-&k zKF>cFz@Nb7A?DnEZvdGLOOI7rP+`_O{y#{3%UO3CMz$Mt=s zUxv(GQ&@x46*u1VZtBY0x`_QUpQ$S!?hbzrr8Ds>rOiW&V#dE1V&aO_l_>9Z^DoFz zSF(8PpHNo@dF$^`R|a|OY^e9VeauKQLC zK;eF$94BGM#660ehiY$&6*^PDMvE7hr|RR?GnuNJx2}-+T&6C)K8@dJs26Y{5Bm99 z>Z+CDj-2mWRK9wfuioyXuBvHPvJMMT`RSMzCvRlpzSLDDwN+)V?$oahFrjH#={|A`<8#Ddi&-8yU(|}TTBi`$0Q^h5_wrhdI1kEeUol|i0fNviLPhvY-HQo82lZ$e#J;>8X5a|C(@T>-!J z^8tRnfD3uh{0lR@@~)!s_*Z23uc4mvbY98mW)Jf@ONRdq{Q3R2IimFpx}u*OQ+d;U zhI#=P@}T1fifR5ls9$f!)8%YRf4upe#-Z2UqVRe9WK&lLdGYgn-=KLigY}e-c>MTM zSN?dq*iT*cqxq$In9juK6$38hLGz!aN%L<+U9IJ<*Q0bYtQ%&ZYHfP|2h>$U@GIIk zV18kaXg}fUnbsBX3w?%q0T=S<9OhxUPRp<#Y3tDIUNZaKXLu^7@}PYZ{0e*n=9hlX zn_pVbpes6FL-mjD^S{;0py}O@xhjadOr+9wvlN` zqmnO`x}nD_xNgS(^+vHhAAJ-qAYsi#~`M-vOEpXcLiPDlM z^!T`YMylj$sXWA?+{N$m=3XV2ezA?dDIZ4)z4lqINVt+tOXnS^|9FgSDaa5``*xEQ zR5InovHv7>!8z%>@WC2y70D@>khFeYnVsoOSXs_bp7uQh&-IFN7PZdAOC!@%k9C=o z`mFiE*H`P}bePJ{#die?QQ!|R=H$+;tvNTa&m%;!C(YAWyJg|`OhNA zslPqd|J<34KlHr6>uuPHnk6SsYLS@B?=#d3xPh;a{IT$vsn>bdCs;v5tjy}_-mu{L zVr6=!x&B=VwOGxeQ)s=kwBAg;)oLP@JILAkYWFhBjnH`ia;+0LcM!HaHyO_Fv?m>O ztSc?rT*(QIE9|drQOA2bt7EmhRmllW@*>U2Qha`)&rmPmzNw0@5r~l1t8rbpx9xzm z-cY*kkMf;QvEt9+y!3_|!?wjOG$l(Hc$tnkIg!YlRJ}|?c_Wb(+~C($Z9*QKYoh<% zVjI~qF8M`5iZT}LEsPbOFqa%22wPdI|$MJRZmrW67o^_EDt! zn|pWeZgeB0&}Wrc6iM8bOR3oucbIgs{#h1E{qIb>n{MYTaP6>r%A@F@#2uv1isrdT zPp#n35$G9o1^hyvp%+AkG|%O=kbpv7whu)$GgnN zhEV*IHztkqq4>uY7l%$YB}?(=7v>1`47vh-q0dk+;BK!V9@)t3#k+bX@aGk?k^ahe z+P%WsX!J@2&A~KfTxl9Ox_HTAta&{CxSqB)DHFH-khREsyuVK_P0@Ki-#1`>VU9r0 zpex`P`V92~?v^L?_inRKFP}TUKgw;05^K-Hx(!?m6;KQ%) zFD8Br>fF%jQzyW$z&BuiVU9r0pex`P`V92~?(=(e9;YO)Za;%`iRAw7%w5TPM8+na zrFY5%s9$$sXd+`ijxc%m+Ozil5EpzB{0e*n<`?D&^bEQJexc7$FW`>N@i#f|cmn5C z-~ZNMbOIkeac=5^8Pa%N+Rck^LuQf1?w6l`Zyv|@XYfhzEAS1NUzj7%Gw2HVg+4>Q zfIHg%(ZY2zWANLnKXonNjK(#(o6T1|mM8aLj>xRdoxndAz@NbaZ@Q6i8ijwG4wElJ?$pgoK zD{QZQPPRuJ;l=T?g{9*QS(k98^&965Rsiw&NPNNO;}%Fj>;0pbHofGF(+3I-U-XbU zO%tL|$Oe-N?+Q*mnHhxN+bS+xZMJ~~TuBo@r`2g?_}HuImYm8Q(zw=nU(vEFcz>kh zd8^4{%oobYL`4~uv)7%9-c*@2MV zULLppX&SyW*WcdT{v7_bLtu{DoxNn({q>`lJM6;~T_R?<%vHlsFW}C#A936`<{>^- zou+0dSc(m_&N~RM2*hi*bPvv&QH(Y2eaIP{{+L`Sn9hrnJLY@+HjjxRWACnTAoOEo+H&eFHr^YffV8MG~*o3(w-Qd8A{4vkiGWb!MpG^6mIyT8!;^ zdv!j)&}XO@a9_R1*qXOaMsNS3H7CW_%IJl4R4z)E`H9(q!+Gfye6#dP+O``v=5ArF z6qZLJ*EE|r0d~aFfkh9${s_gnFD;tM!eH!RBRaLL(v+0s#5aDQu^wCXj)==yG6{pO zfM4h{)C;)nd#&O(9F)-$K6EZjEWZcul^X7cUaUv;Y?oGlvaWVSS(eNWRK0ckbloT0 zP`1T&g?BfO;7-pSyIyXN#{s93IF94ilO7oxS&Iw|@NAI}hfS~R@bwJ30)C;-P%q$i zuX#Mwz?!F5UNFof7^_KzRTyjrw^KS!Wv&=v3teTI4gw`G9V$MU+5JpS>B>|y?i z9)(vt{?U#Av0jRQl9evaZ#Lh(x0s`xW>?#y_4A1-`NT5Q*NUkBT&3gLucP>W1-=3E3v&c|23-Na&}XO@a2uY{ zdA$4laVT`8De>fX*xKHP_2}%MMDpHs5rU`;wG~DVgp>Qx;CIOm1o$NQ75E0sFU%3> z8FU5wLZ6{tz#aIZc-d9&4))1stq8R$#}|6aTfD|^z#%Qiu75jYLi%pow^?M|QVjkK zJ_&vWz5(+Ka|C(@T>-z)XQ&r&lRq~5gdZu#BeUZ!`04B6_dO3QCFZUqi;q_|CMnP0 zp9|p6;FI82;2SW%Fh`(g&=v3teTI4g_nzn@&u`Rucj~+O`L<0H_2yQ7YM4Wvzi=MG zxd8qQJ_&vWz5(+Ka|C(@T>-z)XQ&r&&no_Tp0#bFo>p1@kv$tGmccm)=MkI>;LqTb z;8)-qFuyQIpl8q(@C$v0dI48h(K&uUl}Atf82gi!Wk@Y}_sL!NrjnfMGi@kX3=f7b z?iQI^N35TDWbw|8?}^O~cR5$D$Dyi^-0${HGNkaLCA>H~xurFvs-+s?F9Gv2D#sB% z)3+aL-O|QAw&7m8{o`oD$K{+~_?8&L+JE1S1e>#jvG%1S#!<)6^}7?-*Q*~R0C($> zdg13i#&w(C7ey`+USn9DDPGIHlF$wNOHa<&PmGNJ*Gd?X>OWGrYKr0Tovm?yfh#a-+gr;xM!}ImWn?nR)s`;oG#o*G^8&$ z89e43%Ii3}cJ|de;)+*aP5k~^0{RT~0`AE{ZyVOenR*ifcOG)vBvv+e^v$1%c4B1` z({8sEZoiIAwIo@Gt)%s)ZFG~_`}Nj!4Q2@!dOy}IGSyTR^>@v8WWj|HjHIeM?ScO zyl-BLaVxuxB9A7U|dv3myXu=;i5A#4?i%-?MXKaE`sVz-7 z`pK6#b0nd`jnelW1>F&W=NggPrrVlD+O5c=>0#CRFFokB^mui#8zaestF_m^6lo`5 zjzG_#E8rLU4D|x8s5Ti!9`ffG<_Po*x&nTo&rmPmmb(V5pE7MR{@j@$S-DD=I25%g zJ|t1b^3fLSu@qLeI!k#P>#nWwBNtiJ7rNJ*A2-(ZK!Mj3-MT5a1gyzc5Fj zXV4Y!3w?%q0k^S&K6mxbN%i_PhjF*-I9({xdd&`tT%{eh^fP-(0rLxU1bPNt0l&~^s26Z0vWoV+TD=|R zoGntd_S%NL1|>dBykU)8^~Qx8FU5wLZ6{t zz_qWPc_*M^7y7PP?d5XJ3dy~amf4|bL};|F?k0YlAvhPnpTQ@=ufR88eqoM4&!8*d z7y1nK0&dqi$;^$^`9Ej0!9w0^kgk*t^;!n!5u6L)&)}2bSKu2kzc5FjXV4Y!3w?%q z0oSU;d4vUppQTt(w}HZka}drWI2XX5!6(75z&BuiVU9r0pex`P`V92~?&^q)E?yso zuMCP(f7G1%3*^+F2&eu;x|54H_0OFyp3c-C3AdMy5^=Y+aiabpdK~p9ikFLhE}Rgf p^J*=QKSKSr@2GLs%%5Yorv9op?~jjDe;`~{Wr>Pvyys4p{|~M+r1Ag& diff --git a/script/classify-mbes-data_in_single_file.bash b/script/classify-mbes-data_in_single_file.bash index c0d93a1..8a84bcc 100644 --- a/script/classify-mbes-data_in_single_file.bash +++ b/script/classify-mbes-data_in_single_file.bash @@ -15,7 +15,7 @@ dir=$1 echo $dir mkdir -p $dir/classification -echo x, y, z, boosting class, gmm class > $dir/classification/classified_both_model.xyzc +echo x, y, z, boosting class, gmm class > $dir/classification/classified_both_model.csv for FILE in $dir*.hackel; do echo $FILE diff --git a/script/pipeline.bash b/script/pipeline.bash index edaef6a..ca37b72 100644 --- a/script/pipeline.bash +++ b/script/pipeline.bash @@ -29,7 +29,7 @@ train_models(){ classify_data(){ hackelDirectory=$1 - bash script/classify-mbes-data_in_separate_files.bash hackelDirectory + bash script/classify-mbes-data_in_separate_files.bash $hackelDirectory } if [[ $# -ne 3 ]]; then @@ -51,10 +51,10 @@ hackelRadius=$3 ############ SCRIPT ################### -gen_hackel $mbesDir $hackelDir $hackelRadius -combine_file $hackelDir $HOME/allSurfaces.hackel +#gen_hackel $mbesDir $hackelDir $hackelRadius +#combine_file $hackelDir $HOME/allSurfaces.hackel -train_models mbes-training-data.txt $HOME/allSurfaces.hackel +#train_models mbes-training-data.txt $HOME/allSurfaces.hackel classify_data $hackelDir diff --git a/trained.model b/trained.model index a83cc4e4093dc73210021f03ac339d1b72b84478..5ac1c563618cd45bd8e2a995869ff7794bbe0e38 100644 GIT binary patch literal 679542 zcmdpfc|4Te`~TRoWQ$0pQrX*-NRl&25)s-_c1HHKL^TSLNs6LfmQZBP&OP>h%~q)> zWJx4jsDAgTc{vZRS4LeYWd*pX)mBbIwgsyH~fxLVs=?X)#qygld|TxaJ;(rZ#dmakU8D4YF@iKDS8Bwhk^Xp(Hk22P>l= z|FWAoTf15~TRYf?k~l4$tu4&$Oze&9Tr5IK3+$}zja*FZ9BnOJj9eUTtzAPk8A-hG zuV_A&p_&XNApv-M>n*L9_Y_z&K4$U$)IPNnK>Gn*g6tS zpdXp7?a`uYlQ^AC?9CnQj9gqPji60p`I!)WsG)pnNv!S`&ZZ9N12u6ZZc4_K5*yh& zn9mi34zba~kRx4DKm&9g9=}okCLrDVmZg!3y>&+aTE!Nw)*}7VrI6IqopnYQG zY+>eL@8at0X6A}^If-R1VJL~!-uy?B5VZKdp*tB&LobHvg-U8NXwLHuC9EW|n7ev7 zT2Mq7trbE8{D0hKA~7h1YHMq2d`CZXe>8Efp{4;lWvCtXLm_cE#-Beh{k$^&yt4ef zhN5C54kLS`pOpyJoJZpL>l<3Xc_fyfO1AW$lzZ+T+R`L`ElPdu9qg=4Y*j7XtxfFB zD8-&rZW4ng`XCom5*Mr}bB)JB>1MR$xTp^|ceArYTZ~7Qa{VVeVMALHRRt?F5sM?L z^3I`zh1zH*P@31oo}x1BsIvS_LfA>-c5yUucCj#WaC3EZL$eB?)bGa^w97OZ2+If} zgw>SRCy2pqzwTeQCP5Z$GtRl@G@2`)QRqKsAWdSlgu0Zl{vSJ3Yya+Ou_Liy%J<%D z8DSEbW6T)t12%^b{iD6i4a<}^Z$!(|Q@ST?TT zw0>i#n<;7jFPQnKqM2*X^9v=Qh1&-ej>O>gANmF;`gRP(EdgrJxjI{*ct_PEl7Om( znKdQv1L*I17FH-UxS*Xy#XAB!frG?02S}*Ng_4*}(PD)Xcr}>_^EDX>oM^{z{RI&O z9&N%RZNfs*!XF0q0~6L8Ia-^cfE!BUGeR+v0uys6VPu9vD8*!0wGM3Dx>a^ds4r?$ z6pZCEMU~CU!rlT^4>SqEk;L)?S131`Y%DxzyGqNE5!DQ|Iovk?GQWT9D-|+34)^g) zK!wJK*cS&0JeH+h<9o9+CtiDUU%mVF%sDgqMj@>q^VYz@_euPi77%r>ht5j$Cj}{@jB8S&bmEVsD#;OFge$T(-HgddyVf zV$axn(R$H6ulI0%SmC~Yy;z8_oT`AM))~DPwr`Az%pof~;+-2`-a2$l^}a@r&(`ss zn{DjYChU2&@wrKCb?~F{`^XWFi(=b{Uqx4X^4|_tx%FgNa=7+5k9z^x@YNCFYl{~d zC>5Vidv}3hD5`BYQAJ-Obo%oGfqgGtu_?dx65A({!Y1llvdy*|D>@A*e=%phQ zla_OAIm_qZG_9LGJg+8?b)T;83|ymExU2vEo>qsg61DRcT2IYe@0zhyuy7a8WA$av z+|DlAo1alyliZQ(s$*c2bBdQ3$xRkgGg%y)V81kdpj@VDYAD7+R@gkGe%LDH#f|ct z>-6IKJ~JvMTfS#t$h@I1baHgsFWtc>#V%nylX&QaU9RQUg&x%bN!aKMWg4= z6u;e!Dknyl<=5s1UKTDPe^VOXDtB@DC6A()DaE@2+RaQm2i|Vijm_4GYXb!hr5gKI ze(xY`#RaJ=Z^*cxE>chyK6&QQn(L~BV;+}V*4;c@StvQPOfXArdN9dnWsxJnne1)K z?;p14+6lR3Yoj)M5L?+aea$vTi9O}yINjb~y5?E;4OI#5IMbzUc{@;8t>0#jn#ZcE zdqoP0whTV6&|%B`@G10zxss9LHRX@Vz9M8xpY*9HBQElbR4)eE(Y2zx+TMMbv3dI3 zfmt|xG`vdYQ!(z~+8!}gmU*3;g!>n6<-~uTUUk>>udDtdq|D+(#OZ00V{(`@{(C(Y3$O=fnCaMbCxlXQ3_;l^9g)~3c z<@5Z!yW6hpFDzDzUGfeQb#rRt48FeosIjI())~h%;`ZhW_esG>H_Nx1=W(xe)z!6j z=w_{2n=#%}QnpO<(FbeA_BZO29U*;;!%laXan<%^3B*_kR@9envKM&ztZ1_Th)-S2O5uawj~Riot)E-Z}kd z;?g21*)hLB_a3`9M^2l|1m`|J8eXJ({Xxtlyj2qEybMRq;J2BI-42=OuaA6Kv20uT zo!l(vYYPQ71=t*LadZzl}y_{IZRCXA><}^I%!e1^R-Xvs_R{hXLjd1atv4J>g{$oZvWuc9G3#K@o zR$V7)_~S&93Y8XIJbvlsz}*MC_0Bnn4S!gx_P%f3f(J>APoBkWU7^nJsr59eonSMa ztgNMxyzSj|=gE~PZPthg%32HS>^O4NS>xyyv2}5(W?70Q1z%3@k7_V~m57rq!C%}q zTG9S6B&YLq+Sh<5_oPz^r`34s(CKWCma_{>$od7ZFF z>;)sk=i7EG{KisW4RjtqYpH=F7&McjssNRW>WeC+3ik+S;^TKe_wv#ol=_ zZ?nr~1BdzpZjAKX4W}fnQWM=R<(RZA?VBf$ntxF9EorW=ysgnnI`5{kN<~+_Dq}FP zk=MDoqo`cH>?t>cD5GGo6jwR3JU)?7`&Q=`Q$S?HqAI-xZ%_YsSJ_!?2Eg||p1160 z_nvsofzPLQw*=qsvh0ey{BCBe&ubmV z2S?}0UR-0|w>)+4hTsbw#>Gd=%|(}Xet+=!MCJ6nEgEjCc>HrDBfJh4-sy;wOqwC< zv9&)N@;sZ7VAQoq-u064LyNtiAC|{#@B1J(ZN4fwCh3jun4oUYm54{RNpJJHkGHe} zIR!t@<@&=7Qh`|xHeAKKzjMsHsZBU; z^5eh1+)_7F!h*lPP<{R%0d%M~f$y(d1Yu2H!fw=~-G+vXEEGQ(jd=L}?l)6@MZI8( zvy8f~XnLBUgaP$K(V&El8ro5cs>whJSy1nl;y9y$4I1?tnK`(jVUQ*d8f4A|!L(1} zne%9w4#~+wF0GliB#Fb;!qOFueXVWHLrL?U=Vk(aeq;R^--nXeT?wc!PjH~5VWY&$pjnex@R)2jt?lj@N+|zr@i00H&Og25U^i#AWaZ z$`5z27(eglb69^~=l^;xeoVg;?69m-6mH4|pV6@9uTO6jW`2dZm}Ny8iQo)%u7M&v zb`?|Zy=-&qi7Q3Go!a0Ox%TULYWAFz@92kGUi4q$c>O(a=hX_0kJI&_a_;WWKO)w6 zj-UTh>qYHP^k<+$?!s~rX81X1oQKY!xuNqt{{Ske(V=KWI2f?=R86l@*b$E~rDh+sg;8~9k&FAH z@s=9*5WWv_BlVI?@M3|nxc=6+h~a_2;ReBUz$%I>++W!QnEAbuSA1c@*Cna#DDHd( zw!d^%JtG?nxRGR~>XAWYW2?q19}YphdL`Sxq^3*&8Ht5=K66%hsH zqXd2QFX6|;DrKU9U_-FQm|7q>Ls(Am{crG1@FN8LD{v-+Xz~#Lso790zWvWY1=&xs zI$t*k9g-2V$qvK>DyZL#Pvy@5mpkKAAM{-SejRitqKpQpAVY8*kzI|KJM@+RWt0^7 zC;`b$VguFNy`xTF^A>{&SgspeZsqB{uCq$F0E|;O+)f&xq5=V0D)M4hA^ali*sov2 zqJSO@9O~CG6}|7-m?}qE2JnU~4##^6Q!d}kF7VBG5NL!g**}N|s33sgHNSot%+8Lb z9c#@3yP%H6ExbwtR8T(<&*-nlZ-@xG5x=4m9EQv3=!RL&`JE)2s}UtY0hS}WV9N3G zYn({weL^$P{3lRB<%}@aUX4#lT*#PR@&J5 z-VsJ`C(s1TiJX~30YcjUjZj+`Eiq>uuu>9un2^_JdLGenpVYqdG!R*!_GY(4`vB5Z zdD;ODN5Pv-HY@9^Zi2h9#!G!aEX1$j(C*KP$p$Or#{7~DvOvYy1IN4as3lQas5E3cC=Ti z4NY|&AVua~C({Em&K)!JN;Unj2t_p*NY41gNH>TL->G_DPyhtMuGH=dObwXBC1FJ+ zF-VTcSAnNKp9%=n?`V4bbu_>2A)_lF>0SWV5U}C!`oEVSDno6DAL1hbcH1cb|EKFl zN!PiAq(t~3@bj-ep6bd_T@@HHY!gxd@q5iALvA*hgylNz@ziuw*9f{T;@UY2*0)|P zn{Frrj?fJp&JeSHm#Vn;hrLV!N`I5n#*`bkmR4P=Tn{$?O-=((MF=WlQ@^9hbYc}& zDae^+gH8B=k{1B5p`H+pPp zfmcATuDACVypY0EU-QjocvsPD+OJ{*fW-ae11y?yf64uCBLuxZ3{_Ln2Imd9mI2aq z^x0Mkr~Oxipjs>yVNf}dp#*oZSKsw^XZRi9vF2CT5%WrEd>AM{^0kV`AoX2v?eH28 z@Lmj(`&@*nVVgJQMs}V(2AV{F$>FTA80uI`dHSx5HgNY9 zkIQC(VsMSx0F)c*H!#cjeP2%sr&|`-2SFT82|L*G_rSlo>R%6b!sV24rSV}X#rXMg z{20!NpA<1R{90ZQIH3;0$%NDRFjOJ*Dq>Tc297$h@Wwo^2l;S0$F5=4Prd)mHp077 z5Dz^NCt`sqXRIU;)v=%+EQIsZ38o3QpvM}|pOD87w?EHVrCkj6!R<2QikaWjpiO4T zX;)AVJrLJPz?9ov4zgt8>w!Nkhco%Fh{W>?kxu2Ge(`+mq@&WXvs_6|=OZLeOr6DN zOBynfM@9+G56Bs2r~LW$1K>d8!hVg;Y_Mf>>PLOkCJ^O&?@$Gf7vEcX__Mu4JLsOd zqI2|X2Qd7Q%~TvV1(Ls4ytVfh#E0!7xT}ZefP%cK$Y+X!NWoCZ34cr8KP<|EEzv%& z892&KAL^+>=t3yb8$|G8eH+91%dvnY4t1qkF%3dN2HtSYy$#@xyI&n5-T~UHA-UK> zOwF-JCliFr3xPBwhGGe(ob@u%jJA$&APVPqt&j$xpvTTxaO7r>X_l%ApiFh*C<#Ua zF!NjgWXXiIZV|W)M+F2QOgYX;rCjBAbsz;Q2u{S32BDzhjBHLG2G`1U@V;N_!56Ai zMUfwkp+P9f7ilPCmBK%H-XanaTMZsS9fb42MqvH)4m}y;3ZMofjSw~ht4_NBv+wo5 z07jZ*HyVV3MzrLOFXKR%qWX|jR3$h9m(v(K+GRfJIBL4JknaAwTvi$(Tv88~!2Q=i z{4InMmA}17IXpfuCnoqtd{Y*X+Mt;r(1d6I>|>atv#V|=0!gsR#k8C<0wED z+~?HvYc5A_G&}C~n9oLzd)CMBrKSbRu#UdX2D*?tSF3E+@$r(At^D7At79aeQ;cQ$ z-a$sBr=40g;HKJ_6|L9!#jM;xh zD5^z38qTYa&gUG^d-Nh+@H&u%HK!&N(-MCeAg7WatN}7UG*K4S%SY4mjxh+~Wkni? zlK7%QA}mMn#mujw*rd_kxD0sx$oS`9BTP9;LPBSA-bOe-e{Y&73u@2KCdRMIHuE#X zd-OH}y|qw=Qe`wz7Sx_Hm(cbsSv0a*-PH-?!};}L*Y8IztV;c`r%f2iB%>4)q>~$@-dF6u+4nsS3IJ`_@VuDBzp*Wb4jAW zGIs#EZhG>)bYc`pBg`SbU6O-2dzuS}53Z8O^1T*pDj&)*;1cz-+KD-ZtF z&+q@+7D{iF^Q&EPbCeQO^S2eID`Wnvg;EU=(!}6�`w~&#n>NNJ%UkH5jfv98->e9f7c4rx<9!W3%K{8Xtn%9~47*bEyd=BzNhDzp2Bd zlpsVPH*=fdAFWmPSm9RzRzV7Z!|lK<=bbk8Gx+QEfJy=V5MPTa*Jp=IwA`No7XB^2 z%``p)beng9?m@g}Sy9-0uR0J5-N1F4W9HZCdHmB6t2%H2mNUklukj+B=*e4N4n$!& zoXUSiAUMiNZA;=iV~t06osPGK-Sb37d-{ycn{FZu(!RH?xj6A+k}cJ@MBgHN{GPl} z|M~=ce<37tCb$ixZ;=ge%$@{R{3mM5i`&6dOW*#Ks&}9@bK{E8CN_MXF;Pxbe=%OU zTei{;X#qSrd2!pN+3+2ElD4jv`Z%|c_J4P#mR^K{3_xdU-Mh6hBOaf-D$E ziH?Zvx~V3f70M?iesv`=mp00Qe1XneS-f~$fu-}UmKbH6$S*mRzQNQuoW|8;@8vg@ zU%{;RD+E)nvuA3F+M;3Q)o^yi9W+r6)mK838B3ti175LA46!UxKFJCRcHG6x59g*N ztFty;c^w2LxO8maiVPmA2rH76HDDh?=R6HULAR419qj>!`mYs-)jR^+Fp>&K(?mH? zE$|yzXF=kM4}sqc&HyvGoFwe%q0(sbA-lIHP=e(~udYY>@S`XW*BOf>L`c){4x>VkyL+I3wsdW~qRBr1mJd<0wGDDORb zE)yVT%1-@Z%kWFqD(+~o?D~Td>c*KK(6JFW+QDFjiBOP&1iOG9u$hB7S*}GH)WV#Q zCGD~tNX{`)sRuObTsgOFn<$8c&qU>(s7MdZ zQ#6F!O9AVp*6%oYpa^79GoHIz(I6D;^T;26fpGPyjh^Ld1OS#J?!&a;&I8w@M!N`TLIwU4~J8uK`6L>hj(Xy#r%;QD%S@C4>&*kam@T?uI<)xJrfHg zVL6;Crd%EFV^9{WAkc;7@CSYip^j_49wK!+BKBUHiBmx)h>~i*xJ9KA@^IZJGl%qk zgwb5}Ro!NBd`aD%u0q8m#NX+zTG{4Oa{Y*PbTq<1&KXo|k}W7iEEai&kBq%QCXzI! zN4QGJ(O16^mT|5j3m^ZQs_5ViPA~MjuyWl(du=a znB;yY855zX7L9hCahsGUFeyw~%hYlS9D`JVxW0sDrWm&T#`qr4J<<9sU-bki6#JzD z#7=BZiuwMDhM+-n5C_TOnz7}!&a44yDEG4XS9a)sTWNeK=yt@pf>hx1;@~7lav`__ zIW4$O>>1z7>)-62(GCWiVTi(GuU82_cFuX_s%k)h<%sSyJ{0WB;&9F2`a#}TZcWud zk_u&%is(erAQaT^ybXStz`x2?G}k&0NWk?|@W!-Yr;mx*Evo4t1uiGAC#IZb)FR&A z!b;!{H8hTRj0T~g+d5)*nehJU^Y_FI*8&FWP(n$-dyZJR^Sb=c7f+YkK}L9}3b`;?BGAV3mOtUm$-j-3Yac z(+Eto#Dhu5Z70sqMtShq-7j8$fAPAN2InpRZpPmcNU+?1~Yb>? zH6kbM6hudI9S5fA|DKm==srD_C1S;iK#e=O^hygHX_O=eV;+*X$a@G-$aq z>a-NK{i#>9JagRHtnO2-i?;uQJHxxFXD%4sPA_-1mErsq!++q;{u807{ehM=eK7mWHX zgbHOBOL)qcIT*8j9w&hYc*AIanti30}eT zLiV)tP*e>>HH6r&n+5bs_*ur_@HoW~-1uXxP zLH|M53d2@U`TsvHzrm&i$0J+^RAD)sE~ebtu&v4No*6XUA+e z_S&HvZiuNvxOA=fbwoM;xQXb@0CN1s_7w-7ha%d$cks=-_ZTEz+U2>JoDaJ2(X%T* zeFOsEJdJP5wgK*#&zr1vy#i*De)}@{zXP7(l&;nXocM}Pd--e8)j(lcaakr8EB;j0 z5^d7rKP}3G3}=qZbJIE+zuDgx6QQV@MCmvRmxo*SZg)IiD<+o*jrk&!m5$_x8|CYA zQt0RMIvI<6?}sT@3qz_?orkG$xR|~!X_X3PIjVC<5swR?K`3bKHXiFo$L=!E{PETG z^mBQOo)RizN|pD(zK}Y06oj)2t$ZbstGpgEQCwCi4MIWHaBTiI478s_t+Nh`$K>*$ z;y8B4^njYYS4@8B4g*2xfw*LU%=YY9WZ%oLSq5^TAqy9QJrDJe^{mR&os+;2mLt=y zScH7p&TmJA@Jce3YoEr1f+|UXfF#^0UizJJ5Q&sg`sNmS z1-YND_v!=NAW~g>I~_qez0ag5A);0!h`2n|Hu)_ZoYx`dd&MopH+it1( zrPFLBrz$)ZnP3;IGo~6y$m0ug_-Q#nEFVL9dFyP`AyEJ!0tFK>EsBx|4Q!NP!=P}0 z)L?^Zxl~_+l3MiTb7X*1=+pL!WKd7}f%@sB-C_?JDlwd|1?1YDB5qk5K@%4%vFmQ^R*W4AGTlZrQ-NFL&F~LgR^&fx#U||SQ}(5m z3&j?)zevPHD9CagZJct!TB3DF(zbBSeQA)TMnoI*f;-GfEvlDJ0U>cnbvUtCY<_?1 zyZ8DMH^2(X5t*>%5`z=%yVq8M1yFW4+(sH73PRH4{*hPUoPx}wEUiLd0+}|>2YbCx zgef8Xk!?Nr2Ioh1z_bk9H&LC&dzrutDhQ55yJ8c1>>Sq>=GzpwTc8$mUm6wRQ2B`R znOY#uu}iOCvks8q{BR+d<&<`b2s?PG8dyOJfpc`nl*>51@-Wg=3y#7*Tg9dSi_61l ztWdy9ydSby*i{Jj!ugT0XS^3qsV}(I;0!9D2E*a3G0XWe)fQM9*8?9|j%fT_KGf^d z4zEL@*2pOd<-YS?(MZ-_HqA@s2}r>cm)Lbf{YceOqYID7y!h7wRTbUj6fk4T@4GAf z8`_rR8gF0bf~!aTUHHoyfa?;ychU!&!3M1d1|+#*VE_Et;b+J!xFuP%0DOM2FkESbz-kJ*sS*4a8#iVEP>@B zoM@svxSSL&FMGSdY({exsHZwxlxDq$&E;uUkIWD5ECko#`o&>00W0%!8wPG7z#5iQ z$L2Vn-}C5yI^kwMukAjV~UlJP(_P^3D$l=}5yb9ud6HSCn$R|0P6fw)db zOoU3_5Oz(g3N0t3@VMmg-$E!6U5AE_6+z%)BH!H)_%v`Q;IpgVnGB$Q&w!y$ei*o! z>pj~t-3r21C{}|tWMq8HLtI9B4KQEds75+Gjx6pyd`SLOEwXLxd%YXWZy@iBKkj_$ z{1EWho^Pse`HF;v$&8-xeui8Wb6mcpvI-IE;qfr&9sk2-%AtmztAqr%cG6CKMgISo6DOY&Ll3s*^_QAkC?K-W7d#JH~l)2r>y=3 zmp3wh?1(m-GQC`$p7mBAkx<%wa8$&lMtRil6dma^AE3*@y#p zv&Qz-TVz&l*|M=FCUVNL962-5gNXWuF{v9?AHl?$swY=62N2s1%WosMk0EwyT+FY< z4S^Y3++z{+_iZZ_`OY$Z2Mv5G+U@Da2&fp*yo~;S_O|L~uRos48&$l>UfdXkiBJ%- zB`2Re4Sd7xnS#3?U~+lTP#dhZtQQ=5p7rX;&8uJ>^1X=D*wNZXm8JDQxk11ImdnJJ zd)wjeRAyKL{HR(=xsr`(d??7b?9}5=1-ZWX7b13fpbxr%Yj}XE;f~kd-ncVU1gxk~ zP03Fo5L2$)J;8Fpsi(jjjw+e4xjfg2JFX!%UPU*Tr*q^Wf3`RMT%LN5DS680-*I`m?KfY0m99j(k3D6( z{LKjwX5K5du_G9nwcb*vxa2j$YqUObQ2z_~F!^Bp!0CAKsZ!7Odi^-q!hPiMC9PZ# z$$VBfd3Q6&XXBB&_vkr@XOUBKS~LlU@v9xwb~5ADdcq%X>n{g|UsXb^I2iC}Ez*eG zVx50jlt=Y#P`jDq@{**TG~Hu;FcAtK+bCQfUXGbp%;6Q?Tpn)W-q$yZvgqgXw#a*{ zoxMvpmq+f3ALemuq?^m@>^)lt*jwo4@*=*eD@dj{($D2(?Y)*3TY|~uK|u?z5dTe3 z)yg5i=5ZV*mk0U44b6vz@B~{`hcw}|Y4bB!Rc zpJPoD*a1}l$LmTn4+RI~1LBonVeme-AcY)o0Y-cw5@tC|@a6KRZe_p@&aVM`zD(>G zvTs&98VEu|D=zu>P9NbEGP`E-;wYl9l=-j^n=jI9$|rgC`FW(q+e{>&Zvb(sIX@ou zbpVO!T{-WTc@T0d?^b6s^B{8kRm9otiwBVdukDvk#YF&y#B*xS*BpQy|A8^jsV?Lk zd#`Sn$tXzMW4T(0DFfUq!^bU~WW_TlDCcB^{=o<(l5X1r;$N`0^YrUuA{4BU+f`b? z>3yHAHs@>r#SphfG@<44Ai3bcZ7qOvOKu6n?aLs5;#*KZA|{v`clu+`#xq?+nv=D# zxThakw9;@$RKuiBZ$QXB$2pFW%1=!=3jjr^ez;}W+~MXE=eJ0HN>P@9<%F>1MDKjl z6%5D#aBzXLbu{x(kV{7v*pm$63&zDG?>+@Z)V8Et@dTRnP!K{HYd9^z3r)Lp-bg{u ze}d(3*!%JxJW<4}Ge*#yCX3Y%{*^sUT<9^>@X~(Dap%;Lj~eAsuasg{Xud=8SI8U7 z2M5y3Tw~>Taq64`-=X_J;cxZZi>YUcF^?0(*NcI@f0Nt)TTx!GBge_;Az6f%LwT2M zxIV&La7NN>e;~+vv_lowISg`ZaD7kQrSTab4<9YmIff{j+;X{to;i6VYPh|#YZcjL zP!Y*|_!ML~@Ag})(*UaPFFKieaz1|BwT260_Ko;vq0@dvh0Z`XA?C`aTl4T*yPjJ0 z82;(|@@gd%tmC~OVW^yBmPST zh_!8Q8&NBH;o}lm}TbaUbtNrDlT znEUb|1n%S;e*^l&(<0l>Au44hxn|9Qrwv2H^ec3sSAJ3<0@NL2${~$Q`i7sBOTb5|CjzoEMD`1y`T4 z+JHOplIhsRN^lmc0B#EV6r4?l-Vzp`RbT=dB6025D?J^@jC0+ELTP;U-&qg!-e~Zg zosmC~-=Zt4>zV?diduJ-k=7;{`+)x?gVasLN&b9tO9$J(x;J`KJ5@?`p! z@2XK2q?^lAXkB`IHLjFqWg=B^sfrKPZ*E`SD&u?Jk5%dC@@n<#wWR$|)6L}>vsL*v z<(JV>td=(k|t9OkwCoQFHGhHl`3vFB-aST?lv-L|AT zg8^%#_<=k#d2n`=6{*w_lN#Mozf;mvxV*Iw!|nFfF9QA2zp#twT8cTM9XOVxqC30- zyobZe_t@u&iJTJ&+7uD4%m|UtIOd1H73Fylj(tkd_CV%+Gq_*H9gA$}YzWz~Hv?&X z8dBk~unQTNGwG^X{|(tVrMp)0vo10a#u9&J_eYR-iCbc2#sCu7%VN2jq>t!qjhg@H zu{CJQP*8JiCW9=IrF)C4E%D*}4UY*+k0A@{)`rv+^dYJJLDQH1crMR9Zc}!o2{xAp zX%_xjVKh-5bX!Kz=Q-eITShdGNdZyt`l~4H^;drHrggS96@k~V z4>jV4S8SfXZv_FYbLvjZZ6L-=Y9!~d?he~x&cQ% zj9E_piztnEzn1QErP2wPG8u}W0ueYr9G=F9g8G5iYH>A4*M3|RKU)d*z;bv!%yOd1 z*=&n$D^o|JAL7_MxWDu$cqN{w1UupU$U47;P<~lHk$3MXfsjMDV|@{8r15;`lhHfj zNS)juv$Db<5~8h&@7H*aykKBE7j^YIxN^h4>OS{4xFz2Gb`?t@_!8=_$1m6jR(!~0 zWjxgi4wfDk;$C)hy^Kf+Tm z12VS>Y}Bi`faya)^BBo;^SZ&;=Q9zz`Ls-NP%*RU-=Q=Vb5Qsw&3)0)`x?Wzr@hh2FGX+3g(b>E|-HiuT6*R z!Zc`hkYf1?!Tw$mH}w>O5S$-Q0keL1rw{jCvnG{c;Ktz;X%Gr-&n&`fyuI-2ZV&Nz zAONq}l%_o&3L0VNIKX1b;GXCsX&@4U1f2g3%yJUeGH8~X-UeQ9bl8a<9iF~;OL(DG z5fF!wTgICPp`d0n9#}mKjxX5qepJB-xWM^^W9RoJajaKv?->C3#^|FZG3#e@xUpwv zumR0#k>82({2r#~ST3~cX;^zBMg7U*Df$CQ-jv3Iw?adp?{co; zL&*e$$5u|PUup>16&F{VN*Y8OZ|}cw=Sc*xu`-VeTayePh)6NuNNqsdPN6?hof&^J zVExMjfmdan$?J172NO_y)OYfQeABB2&1$dF!To zIjm*DSBSGBp2g1z{RTwVjmu4J&3{j~II<^q~|6DlW2 zMKo#@MQIP?oacyWTgZaNSL$ijCtpKrvmIe&Y(`GtXk-Lo=@Prs7bqK1`qzG2m7IA+x3wr8R0qR z=qW1G3U4iA?c~W@Zzt{CER>JvCLhu~tN9wC7NIWm%i-0BRmeGoJEDlUJ-}G#qv=33 z9R6|REIS+i59ablZhd%vUDIxI5!gV!5K)fShk}sJ z*naXEh<_HE`!U`PB#KkpA3gNr5VkM$W$Oduv%wW~kBR3;4tzeo*A+Z~^V6YylLFO} z(NghpvvmWO{6jX}5rv=taz1dK*fYZCg7-=6vyBCRy+xiE0pAOia|xZjx3Z#Ko1 zmt+GWSdL7@L@2-eZ@{`k#Q;Jew5B372nF>+@aow~5FXxj4tY`yrlAVp`mkrby$<-T z|A3wdcnMT|YGj@e}sn zB>RvPPj-3TlKZ|7VZYNf?+nuuusp}1z_R@%@@&H``D+p*Aj#rb#Utxta8heEW3KUC zz&37CGOSh!VjW9k>z^{?XF?QhIpivUgfy!V8}lb1e%?oVqwd>3oXeX{SLQgkDV-jK zn&a{SPNsKeYcxGvo=CNQ8}Q%C{){AZhi)!!TY%LHp4UZmpF8byhUZ|3@+}a%`j_bw zpJ8)(VS>llHr_6yo6B38DSqRn3;kSP+D0Gl>++LO$E`B!Fda2uOt^R4OV)Eb8~I8Pga++6j>n zsmF?u^V_57!<(W#!>r^Q>!;BPKOdTMzXk*W`Lc_kI2H zhedf%ht2KF3(E3{+OBGgiBM2HKgZ<>Y}EQHSALIfE^nVrTFmr=1iHDrQNLr&z5z?< z=JL+Iy1D)Mzu@xT=TtvEj}xSOUtZR6Y0WTc54yR$&ibGV3(j-&aCzij^gQ%iHh8up zY!Wo@r~A(+4+4f{MN}@IVSdlE?QY<&P=aFlomQB>kov(T+k#~Bl?y28sUI@7+>fLU zG%IJRJ|Q&23CCR@$SgVW3&4>45N`vPcKI}rlld<*LGY`DtL{kvpIw@ zhfg7`_rsE(Flr+w%UN4ynLdIbgHrzw=>v#pg+xh2`w^sJ$F`PXM{A%pD^yukFo2xD z?(hs;vcj*HYFmCyR3EVk;+pF6>qD5n?KjUu-?#T?oxTD!{M;Fvi({62bDK{;m)GKS zs9E+h{al_(`up3(C+O$$NVd&cI(brbb9s)RcPhNLp`Xh$NC=uw2%w+K8-EuUo>WLb zmnS|xF|V!wo6CdjZSH+?M{6<(eV-~ZxjblOO77TI1_alv%9Fp3t}}ujh$9+dBGgo0 ze~V#JIk17{$oiOa@7L{O=&q=sc}ENtk*Ej-%?juo?dbwy^Wx`4^q0}S4sIK%N=7@a zl5WN#@Z8P#adI5sgX@Re^jq^#BUaDatLrs@&Mc33@+woLV0R1GbM%bOGp%l)v;+qc z;htR=*g{*8H6i-?FYknaw8pM4ZjVQR!AhG|^-Tx}=<4nE#npnHU6%@pC5<51V~3C8 zi_c)i$lVpP>?APimA+8CE*0P|PwO4<`UHGy1aZ?ve;PtTGs1KG^4J)!f64xS9@B@S zY7(X6=H8d5dv=%a`nUA#%j12WO#~4(OHz>o2>tu=cD-7@qwAh>8+^uQ8}=ES4H2SU z*FQHYOTp2MI_(*o&~2F`==<`>fnB1H`~JngysZ_Z3^GkL`|Ge~Xz|~ePd)llOS7Mk zI=w{oVIf~=j*}ZvWbF%m_K@yZUlMD&37q~+D!#aVRk%gZ>^cUmjH2rPphi0i|iFU#0s88L0<4J@IC#u>Z+7DAnJ zBk}DK)Ic~qVuY(ZiHP6UkIgUIyb$-v1!g;*40K}j_)MO^bOJAu(^bXxb|T+ZwQA0reFWz=emi=(FcoND zC-|P9{~dI9=YNfQ@a_-up&*2sf zWW^`$DBN&|co;ELJatDtYXEteyZXS@qNC)QFDE6Q@aH3jF>W?{SN!7gVqEt`^Qv7Z zue!VXpp2F~h}>G8;=fdtxR;j8 zqxvXls=0l6>zkt3vo;sfy)TbVZO5CFdi3whGwLzs5LCt9m-nj{xCR-wG+<})E^>oS z1wH%nB03hn0Z$BcB3D(V0Z-UhNIr=ft>J1l)3)oH0m$b>i^PU0Hx?KkD@u7s9GoBV zBqo=)YrTf&P-+!OglEdr?_uW0=yS;{`Bp8MfeYGx1yjyK>j2Y?OBqOo<$^E&o)4up zTpY)0jVy0xfAx~-0kYFWZPmw~NW^m0BR;lLX1sT9$4YbeK1BSO29(LYxSNh;?RHqZvaqD1$5? zXGVL*CS+0gNaY&P{>86=JG%hz!5XKIeP-f31D>pEuM|)Kd+j6GZ?PJyy7k2HLlHOt zIgdDGdB8|ZGU0-B{@y9TOQLshTru+n@~49K zoC$~rI}|uSu-w0jG~$H2E*iZ6CjN`WC#BkuWeS$Zm2M^j#@Va4xO#_x-$IjJk!r6% z7stbH_D(YLm}7W3>6`g7Dcplp3f{Xl z>N5FLVll`|?hkxSgpfTSzyTXV_>NtkQatZZ6M}&uT+Yw>Ku22O}wEJ`lO6 zdf@KjMVMS31kfWcxNb0h@0|Y@t>qwTOHovHmv`spUH%Sqe>%PU^3JkdzHgdKKbKb#PgfiS~atG5f_vJy|8=*8(2aa(UR@%u| z(7i8jEbjDzbd@6TpSy^#7>g*E)tflgD!>M~J&C)23!w%}Z-%%R>4L{BoUDtKk05>O zF8c^#*N~d3>56ZO1IRU5+*K3a9;ElwnN!cmSAp$~8FAvo0JvOHmHO&bKIm;Q+taEc&@T zwM^^pcU$^_}>@WoeC zk+Rq?$vctC3W=k)dCwwA+*McR$$B6v>}hgqo(&*}w#AoB4hn0r zH!$_=_F&~8Xg?orcLk;|6tOB{AaI+VvJX7(rGmX%MkLi~k4kr_G6(FnFN~(~p`iLj zc%${R&a<&fmcIcU;IWi!fLTsza@Y_lr;K2Y-PfB=d>XF`1oqSiP_9G+nt3RQ>6qJ> zXL5WXe&8wnTwccLdYjmH|NpqWVILRo_&jVb53V0&UmpLbET{XcuF%cpO++i5NfnQ! zdtcu3_Zh^SCc^(}U*0)g;gbpHO%c)Qd+b{zb&+J!Tbul<{fNgJ*DPBk?H--&Lh|ah(Te3P4Pk!G^^5-XK*1 zGO6dZGv!e9gd44H1`{m|H@BljX`1y_GH z3%YI1lm?-o+jCsrrxS_^fzIXN8Fk?lCBZ}5w^2d$!$00w3nD!EO_G#TK^R<4M-R+$ z9!MA^Ib`P1jofRM-`o&Ud<-Pv{D{sp^H9)j^7^$|;FjgIPiAu^P=cTfcPaw2oUhI76BTT$ND^0&PMd{#)#>?K_h=KF~HH*dMV zkqD&YiDpHX;TX`WUEpN*wGY9^&42LTKLYH1=&8kteqH72HOnej!yDNBH2xhKE>3O(_4E~aIi4hy>U@J=ddg}Jrlp#KY@ z=D0lEWR2eXj#5l64>CBN^-`CBW4z6@L1sSPTwcRP>7CD1qQNd$k#t-!>nAyXexZg{ z378LafJcZl2nFqVXeeWq!VfWO;vZy`)6M1GdF31CkE;L+p^D>l!ZFK<+o~$P#J(69 z!1YUZ`z?f$%`dN7qI@1y)yKu|9*hB-KX(A}cO*oiWWz^XRXe!1Bugmk$}?oXIS2dq z6A55re-6`3OFu{q(_Aq|E(G^Q-aZpx&qvxR&wc&dc%GdAP)WhUwy($D3cj&HDjMxdX| zV{3IdA#H;FzC1W;rtDigmMN@(7owlbOBwg-zMj7vY+4B+=}l}-PR8()`I~-cn zMl|*+45#N=+X_9*K@e>Dou_CJ3ewLxE>A>#;2mjYn6d~2T{!$hOr+6io<7fZD~)b0 zkLa@Q5&m3|axFY7aO?Npmv`Ui%%Q%=P6$hmyJzl)d&q)Xy^qg7Cn8&Xjy`&RuN67? zHs(OS%O`~RabMZPK2>BNGOz7Y>=4+~+ndOPa&`~G+lAPM4L6*)_T{Fa z(c!(l?S4e#CNR`kn6%b(J%yNcX$0i_TB`n#_jzdeiTk5${Zn6 zic|=hy0@7!BuYYagd|ZCvXSPrH4jQ;h>}WF8rE(eR7y$+Nu@%Asg&Wrcjr8;bDrNh z%l>}M5 zv+@~U?9ZGj&u;U&tR|uZMM{l6v%6L!DpG&NYHLpvwfpL>3#Xeh=Yy6o6b_n8eJB?_g+@u)6cpU+wl4e1>Y=2QLa7mv_}}-kfzN?gDdpjb9Cfvb6-~@m&m*8-kKbLy4{CI}pt7q{-C*nl3|FdMhoEXmpF^S!g?d>E7tt1w8X437Vl zm&a|py5v+k3ysS;-TMBP9g;}xv#q1U8tG59x|LVdgnFg>D4RDnp~~$`ww*ZXgnH}v zspL?v(C9}Mg>TxLP(Ro0D^H*IhgPnG=z^`g;1xTlz+l)D)Y$ysP~ewZh?kf!R`F6a z)HmPX$trw}hBQXArVan_FW-j}GxIT%HXE-_o%AuA=;Wj6Bdgv+U5xifu*;%KUN6%F zL~k@=2&KdhXoP5EJ1rRxeIi29YaAb;I2jL-Vrl1!7oWF)?KJ);f4owdcWh$ib#sSj zH-5I5IGY2d_zZ9+pGp3FG<1lz{aA3s<&+$VYvO#}hP0`L>7Y*6k^j!s{HLAr7=Nn~ ztPdtb2E`PthRX^+1lj9ziRFE^I3?D9;{U3&EL8spTRxR8{o9lL60M^ zRxxs7agbqPpq5>S1itf4<{cpEtkb+<1R%uK$<2h6k8S~ z9*#ZAI{y9%lZ#!7c_uU_WBnLUXyulfaoocKYQ?;-D0llio?xbnzfzY&&+&gzyDed%w>t? zp5Af(7uyHIW&m~0vK-tsi$_M<#}aKAZ0+g3t8#qtg0?Mp!(kuB_Op}zk?q$=ANv6E zKJ|@2?{i@}KEt`|h%?;dc4fxFxdn_hp0xiU-8@*%M=~B{@baj|41~favh)N$Hbgv| z^-!nmJji41qx{I{pW?WU_bv|#fScog6v%!=&d0Z;&|OhUA{!3i2%PA~Kq$<1V7;wr z2dm+C2G0x6hJmz^!!LHi1x8#PE+-lG0W1=V_YWGL2k-Fm0?3iAYB}1YZ*=4dyi(MT z)tMHtKN0+XbPLaxG-4nW{+J&ZH>*9>@y^B!7=sNEb(qYFby%8D8n-_K{IH2j>5wxu zm>643sNUeu$VvToHq(F~Hk0k`rZhVr!^3c-%qrWp?|IPP{UqTfzlQJEHQ^97w@q`4?F+d5Y-!`nk0t2TsqANKLvEwqtrrG_U%i9stNPwg zPpUr%(eY$cZ^N|`%mUQ*;~3^;c4unkqvk~ zC`z7)Y-$%HC!Aem308P{9A?g6OoKVPyqqv;xqHXTh=suoTrPkdDV*c`>Z|0t39uNK z8-AQv&x%Z`gRK22V2P_JwS|FD_zJ`4(r%BDYF_daTpHFsb~3MhroIy#pQH)SrAf1A zzJcERR2^_G&4J9NoqN8v_TUF2i2jppV#h!zY<_lgX%RZE%A;ev1?JMkIp~8VFFU-T zad9Of<+|GEo&O^)Ez~NxWd2Wz)~DC z0xRy4F>P!pgu7TpsOlZW_N{6B)Ndk>+j@bwPsyHvP#BVS-@yvCf!?7)H=z`_g_ige z%Nys|=wC0oD%75yB%e@Ych{(%8X;<^-c$!~?djoc; z#%JD!PK8)8tEuhq*lv)Tv0F84Tjrr(q38<2gN^+im9L@n163WJgMKwG4Vzfq`RZg} z6-c*_CUa@nwo!M!x{t-_r;lln^VQ+yW%EuVE_0bXdie>#^VQAG{UT~wy#OR+fBYg_ zgq-KjZycIZc6<{|{UOGS=2*t?^6>qUgS=Z`KeJbLmL6QoxJiuURVp2s-CwS4Aq>OI zqh=E|qqVZ(&dju4fFHD^sCf*8!ZesNG8xYbR2fm$)^Jhae05FHTOVl4$ATxW!Sl&p z(6%8t+g6(Rffeo@a>zMMzL?LR^;tfhapxqxGW^*#?(RIx7+$_Q6|FO{+Q!b+EyDm0sqqjUa|`X>7-TGh`x#C<4QQ~0`Z>s=!>NEUoFU_TI;qq3CB z-7A%w&Nz2NLbiEA?ZVraBKYl3$R_n2q3CTU>^W=gjJe=rCNpNiZ@FOmCpkT$CemNW z6`y|-9F2gqcaE7@tz$FlU`zcah0V2DU`_u3|DCnTh*fpwou%7p?Q7puz=(vT+e2#{tr@)5Sh~J_0XK8y zd@^5f!GLa1cQeUr^&q2n@dLiaFmlV15aN=};i{>!MKBjvp|E}55rWoO%v-WtDtZq} zCE1r|1QtL)x;ncpJf zp%*TvLC)Lfk{$JAtw9l(({1a1-~6|Tgzr>~c5a@Z5@dpgvl|PRKk!1@$9|(4RtKPv zl{N)8SJk4;S1$W(Gi-&M+wbWjk;_00k{WnFE(b;B8{G+h_X5_&om@1`KLvIxZ${G5 z86eplxZ=(3N)$d_=HYz5TG-w=#N1BF2;Nr(8wFH9LGGtG_AB&T{^jR^2K-Owfd+J+ z2lCbb<22Bs6+AVgM~a@}v}*E3p!(ne2iP<71LgfHh6q*oV()7H00sw)m)HasKn{nT z!T-1+)J?`Ubu5k=$-4q>_ylY&^dr;h!?=e|`Si+y?<)>poV}K)B5-NpK+f$zcsTw? zdFII@K4dykW49pNp#2ai?t+&&|dmB`lRuU zL}Rhs63w?r!|AjSG z4#llxQth~^>iVY6TzHO;pMy8Ceans>>|Ga{@gD`Kg_y^#zp&g6@`HN!J@+^S_T?Ym zCuAHBdxcs(MCIGi`4$tFXz_FK{}R2?F+2i2c`a+$68H)^YfqT=jGYZL>_5od)lNVX zDT?vodr!bT8_AEmpJwtdXtg$x+x-HS2IgEWkj_9xrH7`B@vlWayC(Q*P=5b=q3VA` zC~Tm+Nj3A`?rSwe4Fy6d6}_u4DKdS%UamKhRKsRmH(6ydT-~Hd#~)7NGu+aFICC;A z^u^{@PJ(&3TqQYKtnz?0ndc0z!(Yi2x*ur7#(vhoRLdf9XpQD8I{%Qn`}!PlpP_;WsP$4{osU{2_+^ty zsh-adjNd2lWs`9cjW#c*3Vzun`?ILmh{;|8Up8s^E;3=`!)Sp?HIBmovBGUm|IuZW zMa3@$NVM%l716FIp2_>8ZBlnjO}}17H)U-SYjcay>cNc{6t{#h#z}goROGMHZkK8MfO+|p;ZAnqHh;k_|VzQRs zA|MDaFDRCQP?%}Pz9d=*dTR==W|?HdQrs4jb^RxIuX^ODBJfH*lD$hO7v5scqgWQi zdahY|tYq5!Vi<+XQ45H2`xOQUtu4rca$GKKC&PxqsRN4Y$4X7S_~|Wgt9w0;+yUfc z6iqGL^wx@{Fp~X}-0sB-Yt_8#^Wo&5>iKgQcIQkFp5&fu1f$J;RF_{hL>U|3z8);> zjvjFCT``e*f((tf){iRe%_`@NDtr5Y1D7J@MhBh{Vm<2EGfuU#3=(vthdIZ^K!`{G zuPJ@9V0*}-dK<_7ESb3#FW&0Df)kvTddt$!K+m=-&h^*B(VqPVNXz8;FJ?nwMsN3J zlV=BwoA^1JEszbxU%TU_7ic?{Jry`W&C*@V;ai8`iQ_D#X9hMe3KKX$P5k}Wgkx6< ziHYMdB;^V_o&+WFo$;q$-4{4O?M&v;BR)OF1t!&`3#HidD+^T(uqA|Ihx`*lbtjG! zS!l~y%)1t(KfR~T*DNXK(MfEDVOJj*&bqPh@ZFa>E&>OrS-PAaq8I88r*SfF37L%B zQa?Od)L#cWam{D#VIUN?Qn0_Ok7xO?gDclxyCrad+J|lMXEqT@2c;U` z^xEqVR@hQNNgw#B4Jk1-^&z$G15sJ+qPJ9tHR=;+CA5pR7nPSFwJzR4qO7NPd%me| zLZ6aW56GV6fL89id9TmnSLnd|R>x_rO=w$JLBFRDe4y{RjybMr+rXRMUw*{vXK-xB zvZ{#2*Jx?*+)ktv3Bv8yH?--u!iRD19`{&L`!6Te{$WGvfAsP&gz6^MqGLW?UAJ3s zQfjj%d^SKKMVt%OM(a^v&ALNJ&gr19RN7E9Z;IEO;zxxGLF>($r<ZDGYSi{(BUl`ZRFXP;R~)B4dn2Qez#3h z7gZNCNFkDDjO?M{S>E?FoW{#@c4yd7G*a=J6_(po1m{A9u3a0NOH3Sx*@%{>R&XH$ z-S6Q%Ap;_DRn#Hxv#tEbHu9I_3Ve9I`1$6^c^C4)j6WdXU%Ct%>iZ+!u!RQqVBILm zsQp-(2S?}udgPGZ1dVEe5FW?VJe8F@AiO0WkM`xLRB(z@sUF2Br#>G%wnCSQM16N-ARnH&b8 zIAXLqFc1o>j`+Cf7I>&=eQCwgeQehoS>r-7;_b9v9MWL>eJk^$dvxzFA|WkaP7(~`9cwg%Uu8h-Xp=iyiw73eeX zB2*b>#jkX)gS#KziDeYN0WX#K#LxRpP)g6f$xl{2M@hPcAy*q7!8xy#*r{Gu5PGzt z+Vgo5GCChO>DJD2wCr^K0i~Jm(9P}X0h^Q@Q2UFFCHjr!aJ#Vp*~ORrVhDvTMcrK9 zDPg;9L1pA?Na&fwpFMmoZ}4JkPxj-}0&{sAhUYHLcBo2xjf7^i818`^1WU>GJfSf4}rP7!|jzPcemUDd_$k7`b3RtoLfKU;jz8of+N%l zCPLxkzz>j{diU8B@4;j)4_hg^1LVw_x;|X^4=$V3xiNNn?8?0Y2gog&HB4>ie-I$Y z(cC|-HHIT_fLx5iRgWodR|MwrG?Zo-`}K1Aj{@W-C$+l7I&Vkg0~|7f`}?2~=QqsE zP`-$s*W8)5s8=4^>AGFl{N!7dQr&BJXNV3MzD4G{%3px~p!$*l@~=@%Liv~HHLH>O zi(`G3J1j%zsyxuHm?kvz)e?u1A1h#`(3RgtwQfQquWY-~%xyxu6g50P-u%_LJZy%u zk8vM?C!os#eaKuM&at!>Uk0g6`xjyX{!ldej}?#i#@@y}x{0riiKB}UcV(RKb+#$k zJ4r}Va;vY{@@ot_R3gcXQqGG-F2J_>zIIg-nP6VIw&#VaMtGcI z?0@|W#j-VbTEBR!1B_Nk{VKXR7R?xNxQFv^zgl{5e89{)Ux3=}e2dH(WG)Yr6Ytyp z0+vL^=!w)VA|^e-)Ex_@Tl2U&qHYNA}s)UUb9GB`lm zxuFq;t}n0mSP`ox!;69rg9F0hf+RiZ=JL|^e>v`_?gjI)AEa8(5H&x7()ew!w-3C= z5hI2iQk!Le{M7ORcA$YH8)eNvD9nV6sSB%v&of=_%qqPF{@4R5k$irRE3aMQbTzyWfbH{NvoHh3K)Q5|UqT7)03wzm*) z(}d3j{S~1w+md=O`x@2+^euI~d-prn^gEtTCeHBRzn21-O~(63`X}Wm3RisoWsEdJ z(cBycDBS^asL$LbJ9aaUQdepYroLmAdQF^FmwmVmA~vcO?08)93WjDuJ}I_ zAb0!7STWPdOz!aSLTd21W+>vjsfEBobaVp-*F-#M|^ zLGyV3JqNmu^!wji*EGKViELZJT$hbb0ZV#<-m}Yi!g}MVh(@z`l5{Ka`R6-6eSGW~6@Q_dpbYcys zN}PxYabu67#pboVgla#!h4(L$?+8I_Ed9=VSiMcW7*-a`+hkSd2+XCq4w#ryK0E`m z@OnyMvZM z)PE5#Ku&Qus2=h~Ax-A`C661CU*~WAKK1(wEAzK)IJ}a#$GGQ}D*Bv(Iyp~1NIkBF zFK%1LD5S-JRsWRVZp?Fr(Qk#6P4i12=w0HHzU!Z(Dz^aPBfPU&OBKZj&iz;oqA{+M zM;aX|47QkIau#H~_MEd9t?{HVlSP8eW6T zAfo>#;~u+WVIRIRQBU5_Ikm1ls6#sw#$nw;Q45Lf>zna@ySzj!ti#JYAI(50d>pdX zAHaltC!{_UXTl3iwW*xT|FjQ8ofGFp)eQEZ@jOYxhsaItn_;uuZ>SduX<0&6;*wKB(BPQkbjl@>mpP)mnLg_prR$&VDL=TBtf6j*P&d^vG=@ zLWQ|yuPT_Qr@B%SlUtcYlpDTz>#U|dJ3$$Dvsn8W`#{)ZmgIPE*dW8%WxdTuwH!aq zP)?5iF(_^urtfi0)f}rPMUgK=4fC{6go*Z51VsI1FfM~E_p2@BQqE)nJ~Q(t=9_? zQ7l(OCrq^!IdLo`FEM@V=<7{r+;N4haEn(kVAaK|5p5gLE1^?u(=wV+`@pfuv*Uj? zE)8E&LiC%#T72C7PtVQ~5el0*C8IR&z}t;a3@e*581Y#2@6#HA$+3p_yaPFgU4h}v zIgo?T9IhF0h6gp&2kI4N!L2{ZZ6nH69kSS2FM9{XaXCtfVMAdE%wEvq2mOxyyv9{)P|W|g@<@~(z}RqT51J8!BcYJ64qgqfgQt!!o0lh_{5ujthW#K znDL49z7cJcV5S+{XLuDvWzJmB8602n@WhWZc#`82`Q5=P_esT@_dlKK zrt8c5dUt%HsHMoV<^zJqC)yv(`h4_@;PHvaOJ2#?Cotm^|8Cz2zXs(ox)}Gd#u(f> zdt`0SiiGJKXE|+OmI;l!u4O&aXoM$Un^{R+eOa)uS#{jU0O%4r_Nd0{5xROIWn_Uy z8PrE_k9M280m(RfZK|s}i3ZKKkSL$?5b0W}7CbpHnl&=K&Dti`9USsYofnFA!En8# zK1ZSC7qg*gSZrfr16#m@%<8_UerXllmFOBRvx5+Z~L6niiA_xz)~t?HhjlHZQ++TXTTqC zUm|&bt{}wk)aV`Q(9W*_{i?QL*iiU<8FTV6s6}+mII!LlPTQAOBH|GJq z!0?JC%B5vAU(Z`U0gmD2iQE2^4HdUa;kI~{1e&mIpwc1LohW3w?@Wt*d(p5Hsyg{u zO(^w%{L-$MO=z~VuffS%N1*pHxvN3_Zo@gfULRFY_F(z;FUyO2;|Cg{J*~Ga4~Mzs zt)J~ql)&upejnrg-b2oCrFL<-0MvZs+VBNCrMR;emc5AC@#w;dvf^%tkQZMh^Jt#PrCTBg-S!Jr=T$(fMKjYHU68?8^Y3gZX`nB

5iwHxr6N`bSOvQcsiN=4?2&VXa8S|r~5mb2ItZech7XQn4pbzjup4t z?X?K?Z@zpBEH#m)?XIB_o8Ers#Qu&;TUb>2^v>3s-@muZc>AhlH=+^Zj&X;rhqyG* z{<2&ewLJ6|OusYlYK1zPOT!>td{TT8^w}_@G)cr8*tiYDW!f;<8q$5)q;I(TxX*{o z;PZI8e|hg;$!UY6CY%WzZDI`XFgf-ovYfqx*!Y0H`9QPQzn40W;bmd31PnP@49{;dMbi9KoQ9dQaY|zSdKGU03)Wn2y_89P$ly zoKl7HVUPpr*o2^TelGd!A)oL~&JD)sh{>>+BVMj3Soq=ir5C-?=*bBwdfpA_$&F`E zy`6`#D(erW?}-=iiDu7vNG(|Hz;^jq6<=g)r# ztn&{_J$QEm$gi!Mla_o7W=Sqx8a1yPF1=d3@ZssiU(CzGkS1(XDuPhcAfN4~*NHX^ zrWx#*^ja7fze;gc!bNx|_hZVjKQZr^{PC1B=%HN*nih(a&m8pywb9rUwKSq;blOON z+I@-x@%Y6&@u@_)2SS7WT}GBL5{A(VO#=e`H?LOWr8g$SokdQLMsbO71>2aQG%pj& zdva}ZuauLQ;W7Qg{AQYy|h`i?qyNj#jL!2#an&0Fyq-sh^XNZ@4Phe1mm6~lH9ul_jjs(Sq$&&?`$S~A4uoe zB33fn93IE4x$Nh88iqRG(0o`E3ax2<(tFN(0cQFceuqr&Bk|bH#xY{2Q4dR_Jp*P&Y%_p_L7(!tatD8%^bNgz=>#@2-gu-Sx`*_-9mbu{x8%5rkiW&IYR_McE z`|%lfN$M(yez|vFEyW$C;c{8znCs)&&4X7Ba06F-ZPOs1tqp#6LLyhv11{roDkr}y z7_FdqJv;4h!|#gpZ9Xo>`;3TCv;tx)0q>($AZf{KRdm?j8!#Ixi1-IA@ec=BT)KYPoaQEmRG`>hL7VUw)rOm${iam-s=DHwpDUU3Gc$d>TtYimweU~nk<&MEcP!tyV5GBZ8qO7_ zCH>Ss(6eKeMG}t;(E4$1yLT^lLxtbisS0mg&>8FYD**?Zk@DT`soLj?AvXW(a7Wb=hX_)4)p1MRphRmwMp0~(c8hu`bKj2QUV$sP>(Y(~cmM|Be zIdg9_5DN1ys&~$;h0^l_tCfY^jbFfoeS#IT_-gkqPBdkiXN7d}?_#)3K?cc-4fu%R&TsXOjY{GRaVgI*DEVjx!F zi8x|C#|QW?UMPPRw%`*YF^VWBRebnBB+r)Dr8MkFCf9}MjuBZG^=`0h-Os}hNTyg@5 zh8`I)0|lZX3woGpl{cWVA{PyPFT6stcgyF;CfT9%DasoZ_q;^CJ*1A^&>z9tHCjih zWGl~4D4P{H`mQZR>45(9vG<`%FF3dNqYAWoK!@`1sz{L1KeIvi$Oq_mq9v}+p|JLa4g2~4 zMh#-SPIJ+NahMlNoz5cG^ZlE7$wxgh8Br!A8|sCow_e1KEieWvkL{VoKqyRcI9J}a zz&5>%ZFgnD!HjMQzkk9){t2O~IsQ&?Z+6;jyEH?XfNLi(x2Up21#*4TUv>o2n!aZ)Kz|9-Dj#me2#nZ=X2XtIXy8c6R6*U-(l%;%Bn0 zKEr#`{a)KM7|Bw8#>;!ME3RVE{jRhv*~M3+`GN+=4N59lPIuY@^T`fgx1utoAYp-7uP+QrRNc!u=29 z=O_v{NqN6XY#-ennAgbrNak<7AW`)m>OGu%%(Pq<>qMD8HMJSO9Njd(ZJ5%w5N+8! zSi(`0Pq&MAZzSc)M3b?*=Q?6faLOV8UJ)L~mmo=ClJ{Ft# zo!g4M%76W8UJf?G)yvxwpx>mES~HU`5H*z6blz}?&voE}_5Sw*g7*19FL`>*cy6^& z4#UgA%9Hk7lmKa2iT922oS{SZha7d7yf!cT_QvvQnG-z02BO@>rHgV)+LIv# zs|Z!i%=LjGCCB2>Q!uyOQ=;ma4{Qu#D9VpvLtt{PNV5{eksNS6d1;vO_OU#O_3V{7 z@|*9fJmBE}O*xN56#X1C`r#4GN(0PjW|y_3S8* z_vkuQ05fqp4f0KLBEvsVU1^^S;rRF&nEWjQ;XB2JbMkhizBNU0tLCOp?eBzMsSjBi zy7v@n5b8>j468z5(R)w!usU?ypp~-e8xCt$$3#w?(*~FBe@f*(kATHq5uPt!#6Z;= zL)9hfA>ed2P-|#XDd>6yow;gOir%Xj^;p@Q4$sz|Mc%?5kCJhnc=%faetIYfFjtGxHMl}By3 z@Dbm+{m8sy5gT{uiH^doj2YUQCt|p;8<*Qn-ti5YvBz!e5iW${hr~l;i0#vEs+#mw zDhcl5?W<;TS@g=m`j2kF52fRnF$P=$qi zL5JrxB=IRfzWtOiH|gOSukuTUXx-kJ$cK&RklU5QCE|u5sIaqVzljP(NYSCpEW@e^ z%7Rh{btV=gOR?j2>tZ{h+W2ULn{pfawax=!GoYKxYKlv}m7A_ZL@0beMLaG9*=t0l zhNim_xhzbhG*0pEE-bw2eM+s%0X(q9k}@N&!P}L_Ymc|d6FAFHhC{t_jF=7_z{^WK z!9Xa?YVW?ScC+x4EZxhzj4`;J5;->ez1vNNw6^K65SJ4n$DU8NJTo`lDjrO6&0ziG zPBB#$9s}E3oS(1c3(eOqZ|fDtu*HMP8YxiFzwWh^4FE z!@7lH?Ia>;*yQta)<%x1b~poKcl)PosOReYoeqa=MF)mRT2S6j=!$(SWnR1&J{-Tj zPN#1(SUl?*Oc}jHNe5NdYVHn3ora4ae>S=b4ZS~gZrs&?;y&Fzu)KLG8Y}#`Rb`6; z8auW9^Hbg(ixVe%^@%vJkd@n@=2`S?4I2Dul712|F6_&+3Bo;oIW7w~CHQe+X?=(E zZgC-VS(vfhou@19#Kfuh?a6Ur7(#XD=~_I7V_du{N8mhNlde2`{mr>h;5=PDe6Hmb ztz_ouqBVi`@-QcnE*9-$AqGkk1iK-ZmO9n31 z(G+#~pKPe^xUkVrJMw*7f*5)0=zSX+c`c3#K;Cbs> z&8{y`%w^`Sqmh$d0Wn}_Wi-};qkh+U-(G^pg{4V$1SQm_FtQ(!Y^ZNy{u9G0FTpJw zfp5k96hf7JiQK%T*%-1u8ehl=jR0NMc|*dEAZXr|?5VktVo{qagjxe?pzX1@*U&y* z5EUykZiZDgJk;Hp`{Zdnic&k&R{NV8a*6c}5}j}iZK-?x=#5PU>dd*FeqQ(+xJUHc z-)!y#3CVfIyT*&K-o^zi-S8pxU%pc;Xf`5DaasqYb;0D>Rz8}UM~F5Q=C#Dk>|G0H zHdV!n&s4z@+ZUo#{_(_OYc}r&{J|4vdaS5^DF>5cupcdtBG5-a{5M?n)$SMr%a;@XiT+ z82e@PPBD%2G~)1@(^@=tJgedU$-#Pq!eI#gMSeRcGqYl2njdykzYd(BY_gbo42WO@ zOG$HxNcw45-U!!wevBLciS3&;*);GC7k1(Z9A?9?p)e%njNM`nXLjDdP-W~1V%QQw zDU&&=D(S(4&9_E@`=7?0>>cK|oN~_gcYtGfzx4F_DTF#&u_1AM^FUOZ*dU%3u?uEXZJ z%lmJ+tbLR3jVwqNh|B7Z3ro89rEt?hfw(MoRDB)vonbDmcUkbbu&Vt-7F61=hE9wF zqmGa{Fq>}GVXoc(U_*6tSzn*34{)C-_}zs?3nkXI49WznKWWAmqUP)HZi1A`O=slB zrGbaGiEt#f@#aFb!sh=qTvpBT!dqz>sz|nHN6`Ge%4pyz3yFSTSE3?S$%0+a8oqN> zb9;sl@(sKKuaXX3UOK6fMR(=@=eVryd|?+;S8p1-oy=un5Z-+U;LddeztmNnAm$6h zysDD*lWJh!`RymWb_t#@j2^NjsfL+Le|S5DYk?Z;qH5^`^G z=S6{I%QvW52T4Bkgu__FscJW(hN?VS(9|SZ0LSQt^53Nm7+wzT75x6SDXe}|lg{qE zn=Q~Chq`y4KxvQZVZ#n&!!vBrrqa$4>zVK6WE&iu15&u0N*Gb@ip@96=TomjCf+^+ zGlmU;%`=T1O|{@(=Kn5gSRt&$!ORJuMZgxRWwBqw+vkv4{&{3s{+D0O%b_)sH*h7xl$>El>#PIO!^m6~ror8DS%bSAt=9~@ z1P|~Nd%Kt?_OOW@wmOds6CP}pj?H*aQ_>#bJS(TeiZjRoS3!`xB zdOwGOP?!c&1E>z0V#r=c(CqqkJ&&FNOMD!tEewRhY$W!@;2Ow$GV6p~TnY@tmnP}GM5GC= zuIsVNFbT5o^4MlXIje=YUO6eH!kRzHt^X;6693i_d^*+$G*n#!z}CpRr$|xSq?+5z}V3nYZT@>gEB5x zLZ0En<$5TEj$}g+wxK|kkU21&c^@Wta6B1uv_jK6#hA%c@|>5^uzP|kPhNl*$NP*p z!|92Q^)v6I|9f#+*zcBzT6==ysF3`%DpIgko-UbpE^88#%fjTSn0=mLJZ9C+Jt2-D z_d|>)xP;ig$qSY}YU$b!vbY>Ymiztd5%ckS@cV_f3F)0;dR%zl=k5+{RbBJc`u+Un z5+H-Mj~bLitmja*#)+qjoEY30X}@UmB(au(hkAhoRvud<=cf>=L-fkpUb4E#H{Zcz z)Uy+)a9X~SSp0D`B(7rqx3$fvtoN6Q%!on=+IxS@+?Gld7dUp*rw1RtzgN!RmwjpA zQY32nYI0kqKd8$0TCNlH0fu-e6uTYnf@)tuW z92lm~DudTC%y zwqtVQD;pQU&7*M-Ho1C2{-hrTvTMoNjTXPs>U=PH57gq3m9^wsSQn>?4tP;>9_naF z;ul*G$*`d?o4Z#MnGQPG(nE1wiQ}-e|79~< z#anO|SCqqkKZQ`fFC%^Tt69L3j@sJx);_6jok$zOb81mRP*>Tp)11u({Kx-Lfm5E^xlE-I_2#Sm zn-k#ANU6X;D6Bt~E_S_u^T(xE@iUuIA^1EDZE);^w`!%Wlps;)(hcr_B@ zA2o6@nffS0;1ih?M`wfKLuE$18Vy)<|I_2bZ^kpXeqe06dSQhJ@5UayeeU7J{yg3x z^zD+$NzlcA(2N|<)mIk`HC^Js97i?-x1U0&+lfUZM(2-&S=jHO`U%n6ZU)*uX zeIQy7%DNXPNec1qQJKb{6TiRM8F?()yP=m7Y=(DpSp!y=j=7ki4-&YX^FPLAb#qz6 zIk#-z#|X}4T@gb%Wv2z_viv^tb&kws(Hg?<0fXBQQB32*g5;yC6BCVMH{umo<9F$a_G{StxEgC8ViWzqY(%cul|Ad(!VKIs^ zV5ZT?EsV~C9e@08_Zv%>*uMMMJ{g{#Ud`A^CLx=~qK{*qiJpUvczIkcVtMq}>3017 z_ut2X;ddOGuQM-_J$3|@e%|!fXVo+`+z~0>&{~1~JK2T{&;Q`g{QdZ^ir+nZxgV49-QF>gFecDelWi@WZD7S=q9rNyve@Nsy(?mm)j{^*q5StziLwkGjR zfJkpYf%jL2>V#9z^vfB@@>d%M>o)O~E3+XnCu;pQUfwSSynWPi;yCyY zw-}eB4BPA1+jK91#E`3dKL&6i@?Nl*O6+q;d1G~3WY!bVyeE8LXhbd?e!XP;`HP)M z=v2Xp+|EI)PO0_aI;L@T?Ky8-s*zxRAUI$ z>eizks(zbe@K&76rO|cZHL?3{#NVX7_tZR&BIZ2BW}M}Tx%Z*RGR>g9VizD9M~nwq z#2MF1q+Oz_u~^_U&5KIT8BmwQ;WSnrJCBJ_^w9C%In&Q2ftsztmBCXpLH{@G$>9)U zJz+`4$bq}EK?v(;N`!n8Z@EY4ids(uTXE~Y!Ignf*w0pbZLNnF#b*+GUn*wY)BF!M z3{`MH8mt<%C+y_h6F7>6i-+Hh=x=_*^i; zhJj-15XXUYqqhHH;fn$zl>R5l^2JZGU@Kl8YvWIOS;J-I=fM&yScUSY>7Ouw0i_ic z#mUalKd`^W$m9>mY<>P=+kSbFKWDI<@9-!zW!CdeVPh_!8yuCSeyNYqbj4xkUtKDJ zbGL(EJAJH$W@^Fid*PqI+g8DAx}=}K&xWYqrf**GaVqP5Lf4^tUBbT@LSaawp+40e z3WrReZfm7Q^s?xg#2+~RU4={6h)&;M-~|0Km7!EPjC~+%&F_x4dMOs;y#44=XvZo- zSso?MxFJu|{N+xn!fjkG>=04zYLVBydAv1$0Y2l{YZx{Z?ZxoER$|DDU+a7DM7X%k zDHuk(n|%31HnF_uH}?BD_wNY255#@_?H=pqZuo|`uk|Pcp|Ho?Jx1T>FM|B{(tfR#tZ{2Z5dyDIGcj3jMz*Jt5x z;ag6i)UzJno*xNBCuW`7nrBl9cLP^P6%TDe87gDu2c+zW@`|lfZCG`ndL=bWUFkV0 zla(B~;Mr0nH)g}&_u=OuRN;c$4c;Ax)4j&&>O2unsue(#NL>bkC;RjXC+55;`8m6eN6%jAtnS)`a)txYq!M!|hrk97A1Yx%w-av@r zcy(??0I1?K;4FE@=^WI2q4qcr2LDh*-oKQIh+*}yK|F9z08GZq^UYx(6jo1zx>{b8 zp?Te$XE(UefIXmC-hF;(8v3QyOH7LVJn5D(9H3yd(uPog6^!BpV%Me(_SdHUqvZr#DP_!hL7Q!Bv8fcNv$Q;bLX~J(}*SIj5Fe-dMa3_ zK2`R*0xEwhZ`DuPP%?eyl{HkG!>v!wz56~kgl&NfPLF)M5)}@-YI#bm4T|Qke5*An z9Eoks3go1m2Yrys3sug8@&GlTX&EA{VSSQ!j#``xi6bjshTpG*Ny_i{8`mkbe2OY> zYGjOO%~-V|Ud%iWINKLJJNBH%$=!?H*0Z|qU%pfQUwC=l`NH0Ao;`n3)?uOzg_%kQ z4LxdMOxElLY0}$>`NA+cRxM9XsjbA>yze&XI|Z8pC&~LzPIj%gdJQp!-niTevfKyv zlBMlSvl-kEy}d*`ahT?}T5hU?=%a}P6?&QpoHN5`cV=+bvu~=pSo0`0`7}edgILN8oSmMr&2^%$8Ke`X&_q6@Wcl~n-I57(4F+8dz<>YSJidEULz-?(cpkFP*o z9m#1YlLxR=x0QSyKR*oB+_YFaL--Y1_G#XT9#t(!&i!y&)gdn!edWWDn%WCsu=&KC z=?&*VOv$~!(&{!C8003kzGfe~931c8)OriablL69zub@e@4o%xzva>{+b4-?^b(v) ztH}*3ZzvX=OJgNZ%iohHIG46VcOxr|D>#?-yGE2S*3!Qs6s{S3F0G^fe+QRVd-DJ1 z((t`ooJ+f&cQ;__x+ADXy2lP*H+fX=Jt>{(4$qGFK0_W-!b%ZdZTGxF6_qT;sY687LE{=#f^wHaID7e02?r! zz%S_c7khdJv7V1~)kb&hyA62rC`y(ncm3)z`+Z{8un8|uK7+9jgpFUThGruyNZ);C z5{t~G;o~sNFwXx!J%!(vN>^@yDy8rQ= z>hnu$VNivF@Q7iFjB`??@+vPy$fQe!GxEfdip-ids7eF>Dd zd1*{}XpAI6C0;e(4~EjLSv4s$t&p6(!I%Csi{Qo@S1;~TSG3e@s@1&oPIxZ%rT0zK z7syEVh>-rbDtIV!)xvX54P0^#9ua9VjYZGDwdTpb6{8Z+l8K3vUMqe?ULm@oYk7Ax z{=03M|H8}a=F*hdV>6WRT_YkCJ%jkYwbv{i$-kAVYC1>e(&*mhy<4t$*9BuLO}rnR z;6fKYHThro7)jLNBVJiu8`UykBkgwZ<)Y6Mt_CbYgj8y|#VYT@(oA<7gosH18zK-K|zLmEguOcGT(S(ujvO zqnk@xS2W*#zI8~eCEy`h%cH%OvTW#p@&`|*uM@nFfZ|?hL+*-IOepG2vUe|Xn zt;d|54?c6VL3Ki_D`lk2YD^AY<2$+6znn|^Sucw=AuvtkioZJslZ2)7f{twI6+5C1vtc1# z9!rCW7_A)V-Y(+$s((GNLn`n0VqzHF54~?hv+3B*s`PVbX;2tt6L9+MdT7R@Fb?Fg z=qR3X_Om4}S<)c3_V(z-s=W41!UWsN(IVnz^&MkN;sv%XFYE%NM3Z$; zgO}Hq`L{dAxR+(2EiwP}oDGN*F-!lAz8`WEX3M6syipIvF3l%46AcKJpv%_}pLvxR?rJKV`&|sU2E-CXCG-X^wO18>4RP?-IR{WE` zto|)0*;|abzc`mw(Iua`z?95oVF+P4>2)gHd30ca5tqzmVKYoTaAFepzpL*YTzDGN zWU(2hPd*RS+I!6s*#oDc0G}y!7-J_e%SAgKiIP zBhv`QtCq$CYCP+?_1aC_5+WHV2!9UYf8<*Ey_w_);`rn1)l}WiG9q(-#>;wf#?tV& zO}pXAMAfyyfktrQ&dLT&CqtB+Qku@TxPtoiORGKo{y93EW-;sNtN^gO_f&oLyk{UQ zW_K~DF$`|&thugyBL}9B@H>_+UIq&rC%Z)68_1%EXroGRu|^^9?>0?K;fu1_8}ol% zgzAn98)KL4aCW3XTvm5n*h0`5+ZYlk@R?)r-b>%dMH&ly9%$53QO{8tQH=eLzakWF6W-;; zclDemHm(2uFk)O7J+lkNdTsHyxIM zs-{cxZft5nK#NrZaqc2VDlsp5aF8pFaMV?*sj;mqnWb*bMKE3)66&6e}+xIG1&5?ng<^i~qyk zna9=iegFR|k%&-asx%;TiV&?Uq6|qXO&T;JNtz_wG)l856`D&WC6ZL9(i~})xmg31 z45i5Lc6|=}{k|Wc)A4zHKacm@@7*6=Zg=0a&)Ivgz4m(U*V^P+mT>5z3-Zs&vn<*6 z{ozYG$g`}T;T}yP&$7&${~jzW!SNrK^)r?w>e#%{P~-%*{^@wV0JizqrYJMV2Zv=b zy-9OegkQb-hh@pg(d{t4I{G&jf|BXh3VhAt=byYF&asGi>7iPel&H>}JrAfmB49DP zWAFm=jzPu%{q~D`Id~Mc^=)l}z>aXZiN+~3iU_^?Ue0@*=`!JvyA1iphC;$}_d~7i zCeOIYl(`nyc03rH(dxSPDi+H7PW8!g{VA6K4E% zHgj%2eCo!ZKe`GT)`f+K$(E;$u4Kw)g2##Q&*SY+ua=L<%u*QoAhUk?Kr!jni`QAj zzM(d5_Gj>BmNv)o_IohzRd#~F zyZ-O1Dv3*00(&!BzW-l)w#KLhUmE`6KFoj1vP=_Z8?QJ+%(Bpi-paq4x+r?wo@6~@ zmW7WHdiiqA#fz!=>^Z@OItk!{cDaqj7HXQJp9&ip9(Gtfw@X&bRur zg+fR0ur93Mq_2^a{{fRF{SOw3p$lt&aejRM;%d??i^c4k-G^mQ|7R>q|DIUBvQs{3 zU6}c@$2&QkGf1Fxe)&Q3*Ed?K$vd_5rxClBar= zvK@9oVXj=YX$Pz+`&x0oq7b{}mpbiseK)4&<2ARTa}Z`-3>KamTn^Xm*VP%@G{g0_ z%!Ti`2fkaRYOgExY+DOpxA5iTIs$8`Z)oOx#YfnGbCzWl-DbZgQJFN$@>x1+@%&Rq z2w4{5n{dg~&qJ>n7azB>c|U2Em0kC4hf=gUX(pu<|8eY9Upvwa?3;nf%fNlmZ~yQ4 z9>>5f0Pcg)|4!Q;(I(y7GTGdC6gievE-plUJts)Xahoe(=mmR-b#FoECBiOB>%$Og z5wi~yTEvvMm*;AKz5qFBIRO(UmW5P@p(DJM7Cq{kt2``2W(ryW@l5glSyJCoE;mR+ zzK}vAzQ4^}ujk*9lw{Jq{VZ~fvMkEEL*+A$@51D)Zh5&(_Q%@HI-lun@Wnn0?W;1N zGc4bpE(^Yz9&B`Jw#!SaKJ5A1#qJv-w_)WGEu*@}(ctbg$IkP@?bwWYT_*-v-oyB` zR_9P|WlT2O>E-z?O&Cv{&+AEdp8dX&Vumhje}(PmWEEnTh3@3)DT{$reVvU5ZxFLA zoKXyS#5BGK*ntlk=0`3W0&P0dHEFjAd$i96mAKS`v#<#%MxpE?ENA_Jy-1te0M?<` zTX&nuhe7XeIL9H+g9F0Z@re+P=JJas&gHi(^Ya4t&IIU3Q;7Aa5!Q1;#j_>)%>$1{H?4%a5Rx_=Zh$@$y0Jeozs~!@21UsDgPTdNYr)G4FvbcIyfO_(r)t!vN6xeO2-dCwVliKu!cHD~d z&0l<#^n?IGULC;D!)&DTebl zEhIlK6VJMyI@3KZQJ7+IPf#=Yg#^z!q5sQ?h@~ zmQWvN`AtjHChHY2bM|w!wk=RYjzXDo>_ev$qhmJ`^RL^CZhKS3;T#o$t3rA^p%i@NOhXa8YIXGX-5 zdiEMvg%%RCB!oruSjk1f3j3h5Q&thPBxG);NQgIJk=>&OpSIY-0Tf28B=!YVZox#C z<=2_C&qQ8p;|zx}b~3i0fnIOPJ*HI-K4;RWN-o9c_rYO)xaZC>_aGOayoV=IrzpbJ zN~v($4mqzI;5qzx{3le8uv~Z8^tf7!d$1C{-hoJ_RSrJK)4!ULV=&J_#*`SuA6NyC};T>VW{&TO>RwcAvipsNVnaTok|TkB!Bq&a*PZ#rW} zJeo-#T;5D-+(H%X)E{(vw()Cs-h(m)-$In&X(mx3F&OD>=T=od5dL%1bRJ* zWF`xRta2E-s8;p_G4GS)SyFLBrj1iKd6pFQw3qfw{n`JFCC#y18vHJTJWEP5_`qfm zagQ`h%C|20aO&Z&u_Uhw7VlXb4uWiRV?Enr1rTIy@|W!Krk^tW!P)3dFP3D#t68YD z4xBaZ+&pV^T9gRmFvxnHp^MsK7TDbta)^*6A-+jZ zAw74WLjRL3DQ^u)v!v74UI3SiHEAYfB0Rt6*i{wM4C9dMu}g z5@}u3&hx5TGOrX#>!Q@(nyr~{GmEq?YPy8l-Ti`RNb91Cu34Gv38UX18V?(RE=n=^ z;R%nGH%QMgQ`Dkw?Hc`Sx+snvonv2(Rm5g;B(QK<`eFL%{IQfQZ%kqt?@P#B-6yLK#7hzr8h`HiY8jb4ILWglWj&Q0$MtGSvn0u{=RWay{u)c#Hm^ru+>V3rpiFkwyDDAqxMrcG zJ7A0TIh9sxh<9L{yaYJQ&evkQU+Qz**y;+cA8*R+sYrr1D-#+tB`d(Ad+`(N83nLX z*XW(2eJ$u2KN&EbcZ)hrJgvCHdpPL>pqLgmt^Z8H|R-ZSEq?vdD?y&Jx;l0KASIj5QB1KCvRedzVvE-{%Z#FBAs zf8PXwYmZ*gtqO&SXdr2JBvU$46zku=p8*CN#+@i$R!SOvo%G!`(O9FDv+PH&tlBYvy4gD#yZ0yC3Wdh0*B!u}2cN`=qnEb1pmzhf_$yQig~nxLp?$ z!YpI=gEKNWQxt7~Dk?_6Wf0BP5!fo9hmY9r^J>0E)b+IUcPi%CCt}wcaw=4 zPi>JjaTZ+p2CH_AWZnG032Gmlb4=YrPqj)bNHHDk{);vR<=U)AE-4lsHMNzBe(Z9G1Nj_fS$~v zZdm*LxRja*G1Nllr22OiO>m^YGkfctY#5JEUc)ZJv^c^!skgjp=H%A9Z~%!xQ)15( zmiwG|_e?u22f|R_!09rR4}&aY6hWgEHk#WN&z))obA^BSFf=aWWPhnX@$o8bmcWOU zqf8<$$0b<3F>-VylXx26e}V_Lkmt#OTH)4~nSyrYp;m#2r+lgad8p+&u4HFu`2P-S zS@$fl6?srfS|Fu5YflP$8+oWz_g_G*TPIQsd)FyL{nx{3Iy-f-cRjM^gAf28O0ATy zsl;QW=Nk%S&nt&Jmr8amP<6rjuaAyumTkmbLVZ|{U7br+nmtyv@6Izgr2M+>>Zk%Z zlseVxgCT{A_rSvfc{gr%wZNqY8+k0g>;Ds|)w1|;mw_lLs70gd)8Qd^T=UJhDQ_-k}%60?WPb4{K)la-ptq?8Tr)S z#y&XaYT1~?mkY_bi5TuC`-r!wWx8KKUgKN<9f(P%C=wqQG4J`?>(ifQKp|>@X9xVJ zRTcwkg-P5N+SML zL#-jc=xr9szXr8d*)DlAzsCd)yOc(**V+sna-W|Zo8$=fn^tHI3Uy=0t>ZQ(jV%WI z2){U&^I@3P;a2;t-6_k){pL`seCm`cs(ok#vmd6p6AC8cQTC@kp?@Uru{za(uL!|$09wQb=UH`f_qqTb%DX29pklJ*% zIg$IFGiia8tnI_)Txz~A4)b4#ycq&1!>`$I*KH<-T4TAQua9>rEiI--4HGoO=|%dbH#Y)9T3&wzu_ zC>>@UxIqsTFMhb$yxR_wk-9zk(&Jay={rYwgcmeocJnSan(TIh0m|V7?PLX3iVzcl}AT zEX9y*1DnPqlV(|UPox8P7v+#`z?NVBX^nV4&3Rw;xm3t5DPQrPPtfM3KS z&6SvCAz?6TZh{(^RX=ZxZ@mJ8=qmCf@hZ|$YrB^DlQ76b8Ic=tg5bL zn~fzrXTBuuW#3BkhursXSCwTuTHZ$w9 z)|1JdnD9n@fv)=AXq-9B9e`ZKQwX_uWqvfa?gd@ND+9y5V74@W#HRif9c`Vj*1NNZT z%T^)09{zE}$ECkD@2B(|m2l1-S$tU|;qP(uFaR&Khf17)(%#AbyNhkZ8liMWt`DO`IiYlVj zMB@T>rFGuqll={-C3K}Zq%(~?+{M73KQdAnEQ>!Yd|kIPd6qS>`1x0-cSWR={i!&x zdF(s$t1PQ%9U4IYcLFVBCSoM}lkryz$K1%Xtm>aIDWdj!<8jwF?r|>Dj4~1*#`DaY z6@GTAFeyZl=U&-fY=UpuTEW!^u;#wX!J|^=Fc&vX&AXx+>{YcXo)R=362s+WkW_$@i8PYD|OPMF|FSt#~)fl5@*W4 z`+ZkgjDxG}RBPC;l_e1RFz70aLYYft+b~5nxhx(yk$p8Z7v^-NNI3x!7gj2D2FnBI z!gz2%lKs)B#QSkPleef`=ZlB*Wq5nhU!N1FaMDQROtf)Ng+inlrQU>zwj(2lk?c>- zYyH>GNnzlDmZK3%LEk(LfA7C51l-YbRN`_pFHPq$!TU%j`wM+(Qdx76Ic+Mw!49`* zh!4X^_Lnh=n%rSkOPXbkKfx*^oAl!UjAh}zSEgm-QF(rnO0uSZe)sn3M&7##iCdkW1^A1>#4uTy!q3M>=dd-}rkAfll1 z3Z>i|>vfTevAxp);*&}>l@H`$rXNEr*JQlLxGPd4q(ujykVou-lX59+)xV$~Ufl#n zuRpHlkNNoBB9)v->yK5yzW;xLhw=d(x(ws@l8_?H@Z~}Vr{N9nnJba^cM)1BWNu>| zK*hly#FfIe50d`Sl15AiS0NUP!n^Dew1=cjG|9CfEwQAC!>vPEoYG_?mPzXmom-}A z0O%@;LRrjYp^%;|uwAPKLbrys>Oa(wHu%H+5hp(GS)so3`9~RP9kg8b9>S5)CYEFM zpwm(siSy9Eftx8(jkI6V`TeJX+p;?;jkXJFP>X+{h-sCDR7apBZxG_dT_q#NTxGI| zL_P-oJxD$1ZxJ8&GF(nkQi)0MhW8J=eehK;{o{<}i5{DdhSk9?s6y{=KktkTq7|ju5w^p4x!pQDhqf@Wx{>%$(POK&b*65?25wfbIiGzN8u`BA%HPMA+A33x)$G(@rf}O&|&OCYnUjny1))9L8o3pe~9tY<#DPop} zjNqQy*jKPPo7z|IPt4MgIgwV_dktKiE(dr-2ZHpH;XeDXpDP7~J!h1z?e;}-fv^xQ zcb>T1x=&S{`EG^4jbDrLD#2u-kdYA@mmCIny?brX?#+fa#JQqSiTCvc+|4r>$YEwi zL?geUd0p|HKnyC->$!O`Stz6(7%XiZbz9UYL-H(*t7?T+Q{exOrAcNea9+{8PnxB1 zfRgW1LGmoE$%sF`XYXUC)f!Pd7*P{WE%*5~me%34DMDt`0Voo*Iu^>M3t_j|Cg#Vi z!6ITO2l~#vh}FMIbh>c43u?v0+mqWaLBiOkv}vnHQP-{&;HZ_)g;UkX`!71@!$;A8 z$I?+X-+iUC^NNo49+IT4zQh}y{~`rc8XC;4MJ7@GHzZ6ucjeRXyUJr6ob|H&0IY$J~%5SdsWr0*45xU|A)z-jUZ{D?3mW`s(Y7_J~(S><#B(7 zbHz+M*Ko^;TPA!CAFfr$ykzX;{Ap>|Dd$NaoONg@nO}Yh0qwkR_w~G>~s$0 zUI?e|?<}#siG>y(W9_x8$3h*9-)yh!!ff5r&c@QKGn zeUld(HE{pV0K*w{##ZUFZ`R5HOjxcpHbAlFFK(g!TV2@NL)Rp4nvrK|6H<&(cb-OSFBpCC}2PF@_F#mZshQ_t1s)ME=9lex?i4Yv9c+Q9F(W!adfa zOB@(i{iMt~)eYD?Wm`?bZU3;ek?F$jT!lkvzQimISx$4Ub;<^JW7*a7zJwDVoQ3)Z z11Fm?s-W`?m1TagV&U*)^sk>8`Gj*P<&{7v&!i&K@uQAc@$TIjKF}(PUyT0xE{|!I zg{)qZgo0kdjI2F&26SdLfKIAy!G!f(?@(7JJa`YjB40@9cO@*h(B?UIJeVqf z3k;E=O(}_HvQWsk`m6}M1MKS$Cyb%5&2{i)*zgDJiL-CKU1VmldUigrAj=vGyANSK zx2mOQ#TRD4UUUezxieWPoHd!E*jXK8hpmMTw>d_p&jb`z~SAI8(-X) zLE)&LA=|t5Fx}fV_TK0^Nan0;efA{>o4d;J(&!Trm`;XG^wSU;ggY)*kPvu;owuD{ zdx*a8JUM>eGV9PL(40PDV#n1F-{V0-LA-A#vj1Rd_tMJlQRDvV$qvb?K9C;3U}??s zFH^ppC1z;|<6#_t^-yxX(2_!JLY9V<%U zEgp`1&x>KxJ~i!Ih9ANA(v?wqtZ^zm=b($c-} zXyl3!vow4}(|Zn=eEWK^&7Bc8=L|7RLsxmj$rc}~Tij0HbQqdY{Z$k3fmlX1D(U9* zw4D8@kC9Exwp?j_rUz+9pp%DQbNr|C7LyN!j}-bx7|9lc;AUu+dJ=3z5B%Cle8AWi zFJXbm(=kwtCR;2fPPRC0rIoW?N)Ff|P7cs#bXzOzCFNsy=j0AdVp~+DbZ`|m>-3K6rE{HN{2Kp9pC%`PtB@r;&Xklnu-~CXwqYvTSJv z-<6W#Cnj0Jjm7x$r@yKbQ~Uh;dM0jfkHBfP+y>%uqa=*g69!V5^4s7R7oW2c3q>(9 zss%w&FB$t+u27CzM4A`jYVCRA2l-7^5v27{l}af)?QT0mHhMkEf2959%~37D9v&Z5 zPxpmbQRig2In#b5bfzc{tH9VNBpy|_FM>r#Gf-&62b^#C;!{0AH4jAoP)>&Mxlj%T z2De)pGg%D$x#RUid_Bs2nFMe0&6?aGPq*wSfjVr{-3 z;Yr9L)vtGbu;ZTGmm4{HF5m5gF2WwX`2J*Tq{4 za!sYK8>6M!Q0|J|FbW8jo%w3aG;9E)CSJxRf0 zAnX3K&fS}6RLn$7OXf>$3x*q^e{^ZXPXeDC5TAmfOM7UN%(DC>F-ybC)4z&wa9A~W znP*8GIhHnjaM;1eG>xjOtdoz)=Z%`;^y|kN~_~0-k4pe_*e-rp!d4HED zCztfWVS(KhXRJ7LfCqihyNM&!SI0)~m5;dx*Kp@*xY2F~F-5A8dNNqrf?lOjrxufE zX`?T`FuhSmo~515ell?S#ILfnazb4i5;tTV95$g~zhmnf@+|GrL$in}kjLaR5v{U* z#^6T6(oDTP_<&VY#W5!ZBr4Y=fDv)4_=jm}|VHT-1wBEL2Um`r5r`SpH|Ds0mX8 zA=}L*Wo&Xhc9>P*(cacl_%bkh|8u$Lu(Q0n{;^i{%J_5f)gYj8$F%di=I>Qb*Mqc*dDC7Vn+6X zoDw=uop*iRktUEke@7)Z_x*QET<%*dCNVJ_+*QHjK=>>D^YwA#2c@}hhj)#p>-J86`+{%3sk(&q z-0TSYX=V2_KNIFzED|kWBg@FUkV@lAZo5Ni#TIVSA~A4WFcO%lWOg!c6&zko)Vo z^GOu+Z8EE>Zzuww_s37XJ47{q@*97%v!MG2Q{zb34v=gr>3et?yhH+BwC>yyStz%q z^5+E7Heq)LYHwsInPM|Tp1nSP?L$`aNj4LIIx`EhwJWxp^BJnXp4q%%@H(b^+P?jZ z%|5g*x=T7B?Va4Hp$zc!dhylb3>#HUrab`T=)|sA^C^zX;=?Ac zOfL*N_XtLB%8uTUSN|7}1N|3~YDSL7p{migs}~cqv_I!~Wap{Z;B_R&(uQ+9c1Mqm zDmh9%$7A~P{WIsibcanp1|t1my9j&S@!C^oEyok*ctl19Riz;rq7yH-EZIvw$7A2w zRdroPaUh7YG(lpP#=l6zVc)Y9a6(Kah3hhtg+c}#Lznh(+p+?QRPrp%zqq~h>5Ts! zOY>vjSjO#4%+gTTy2ZW_6UqB<>#Hnzme$C6!1Bq)B+`-U)RVdn=66b%e8iEg^1Lp4 zsxNfg4{GH>iE`!IFnGXyw#5N!%!_~8!m~!NuvYP#3*^Q((37e)RBJ{%z~e`Q1 z!TY`Sdlxn&V=rum9&u~r!~R8{Dk>^JSX%vOU1~x^<_0q%%@yvfH{t%Br`<|sAK=tW zYY&M}+zjh!wePQ*aUkLo@+%_ri zKlxDRJ#-(+NoS`}_=JVx{yF+9W0mgssVZc_ zvQRKYuUA5RJ)y@kPC{j|umyS0l-a(7_0+(==&o?|1wJG|MX~k&sZWDuP`f_9rAHuV z5zOb1n$@{#FUD_Ow&=B+CN?qb_|z$T+p(@|>MM+1OrmBEK1f<9AAr4>&Q-a|+77H@d+CSLmkw}zCC7?Yc6?M8iMj!Ieg|0LliX=#^cc7~r->d{$^VP{Fk~$R z(m;$Hi)%P$4|ETkOml<*wtm1%;$=eon-Cc2MDgE-$yK^TkQ>z**EKr)!o z+K4ll@%Dc?*&!MTO~_dys_3W1tqMm=ZcWUMg@+`}I=y|c!E%GcYlD4

>WEEAD&5`W&Mmv5k-o7H8N*h?P6wNBU$Bau~ZU@iqU~2z1bh`>8fCd zOomug~T%&346D$_-Z;Yqev0ye79*)6dM)w+K=gd+{?QpXOX9y66!+9FJ-B{&eQ&I>^#_nH46(3E-yTpTq))P}#{LqC-gb1#mU^w*q?iggStR^=R`!#CB zEDIkY^ruBFv)xGDYj+^$=q_TGh3^QXmt*8u3{(}e@LL)W`iO<1i4j|(w}CO+g@R!a5)zGb0xq;+90oqTdCzLIBI zMZd_h>JsI<`t-@OEVgl>Zl|Mvm1UK$L*iY-E%MV<6`FlRT;|rj7;zm~HJZf)+cOr6 z%A4w;woDW5^;B$K_~HU~Bti7c&P6>Sw6;#Wq6EXHQy%KS}uf>*(T7s&7rxU@`GiyaTzXeXwQUI+B;MD-$gX?DHcPu zs@BHRNd4&z%gtn=5KGF)1u5#(@Aks<0C`=QM1b2@DOS?Du%uqcRA~Y7y0Et8hN1f+ z6$x`JB9U;0E^Lap-;KNUGjoyl8Se0e78oBDNI#;#HL@Iwlm)=V6!GVdM~IP`f}smL zP2FtXY@tXx$D-`#R|P*_X`L>mAq~5t`)989~_6$Yi5q^!N3nBFFTf?8b(sI?ar%%omrjXx0RMa;609?s=j@eo2;ZjN)&x(uqws*4g|$P_8Ydmz0V(`IXQ!Inv@ ztea1SK*v(NuhUq#SKGakP;vDlRsQfgUN?N{>-Jhd>)meci_tr zt{hl~ni^XNCfbgy4$WCs3Q=nkt}PX*O#=a_aVL9h{ zHBwdS1rYLwa{43kp_bD=ZcD6E0X@z)I{cCQ!PsxFb!n|S9GDss_M$?E-L1!9(kST=?(tk%zh*{rc)0TRr&KT-iJjoANwk*-UC+SlKEuvc+X`UuqP)8S9wVMgK=KjzzJ-{q$T88n%#^K1x35bv$R!*mjpZ1 zk!NX&{KG?#JWG>#@%PBFIPR?H?GxLo3C}A-_9|2MW^}{8=ivj^>#9kgSH>`C^$&o` z_y_(=kq@Npm`w7j3b`s#~YL9ys()`pQ?0BhGWB zvD8^5l;@Srgu1ZU$rp~#)N8=R89zq$E7_1t_qFoC{{l#|-l8pl)z6gV*otgTn_ry|SmWCP>t|cW9M^jy6 zEJDoE@R3D-%2X4Mb`4V~PVIe`c_>lui4)v|f>CX$DdiKBf|nNwc&CAN^!F(eW`ehV<9vm$#o!c^V{bjT3Fa9ZZV)=~?z=^D%D7{?acAcD{|_vuUjGOjznO(X z=2C_(?3yG$r*b$kOGD;vhA!-cVf#e+y3M3@VK?h0&O6dQo3t*he`2(^)8|#cs0*uP zVmP?L!bb%DO7F!CUD$5!nBHSjG}5{-+2gubuDO!eg@yWG=`dRrL0T8K!9#oOPWpLs zM7l8ie(Cq;Gq3iY^pb1qrP(fBBd-fvY-GOh`D)S(Zc1MN#FmhEWOQM=MLx?RajQYB z2aUWgOfT8UD4ZS06y(FRiry30kaRfTk_Sp6Pxgy)z~Sz1AAoV zZ1F{c2b!|(a+prI3*%A_eBFGDh1#UTsx2|pfqB0)-Kafr3}(6Z-d^R?k6_Y-DwDIV z?Y|jIL#VgnbClmrSczVbww1|;LVUf@_Xp=t zr3>D^q&Vj=ogzeZJ=$WGxfN4gN$*G6GOKX|n@}p#$p7;y5AmUvM<%vHim-ZCI7=9a zp{wmc<`Wf>asq~NtswJE-LUpZC{U1c6dLiqFz0OnjycAm@D<%pc8a*%x5sa}9z|*Y zE(h|9@sHRTxSN`fQk(BQIRvQUVRK~sIa z9NM$;%zF||;1T-3w9XOM)8NWni)mHnumZiFz)`|-tD|>3Te8gnqR=^ifhW@{4;jIX z9E%l~JHHG(4kKh~$k+O`eCYmh>uSZm5&2cYH`h}Ba2D1G=cXVYY&ZGPx}7$WM?-{yv`2SkZwi^H5`$J zS}C=;EXP9-0fe_C)pwx&9fB|Y^8xM%IC7!%=!9aPXs z5Bf?!r)*nq`=0v^m_UVryvoF2n3OYFCtkb+w#RN?qIQ{uDl05!FLt96_{N>CE%iH% z$-cF*U(?))SqC<>Zu;$WEczN8@|^UNJWI1}eD=g+C3%)MzV6nddPDLoEkGbj|MCEN zmc~&!?Ddd8uWWJe--D%H@)#LQLsqeroHp7ov$X$;iTwhD!wm%zWuU(`GM1(}if6gD zm?hS{p8rP37&h?lcl|i^_Bt$OQfFZ3s()A-p)QTV(yBitOi|rTo~6y&(3UK5ftaNs zEnEMtq6s9|-%MN)M4qM1DQ0|c4k1bTYfxVdU;Ow5rQs^mNs%@1{!#)|he(=t1 z#A2uA9vFJv3W|F+&G>leDSWQXIy=Rr81{dC@$&60E-G#%v)4HJUF3KLMJ#iU`dnlA z{{HW!`al*943>5?Zc)zip?Jbo7Gi14HLX;rVVNGMk=g&Qv1%m3CJdN9dn-N}J^ zu@L?3jc>oR4G1mb=DUHH#Umpj3N05(T<+V)>od^B*>IfXKg59;EX_J8TR%zQ0qGoz zVLG8$X90PZrn@P%LZJQsj-??Ms$96Q63nxk({%2TXK6DWjb?FuW@chU7V29&lxHBT z+2OZFw8}CU)Q|7)(}ZL$r5zt*7h~4VE$3~@RbZXc#D{_G=P`G6gM*%XUxV({SUcHk znb^~_;&FQP)1tp!lR_E)a!U{wYYEIa@lv6N(gYhauk*a`>ir%E(h17unsP1^&UyJY zKNRGk;^lrX3x$jThA!>hlo@ql?8Gb$iRbhbj^d>%hTr$JRaPa`r6HD$GMt-nNafH1 zEoEcUdN1m+4ZiJnN0HWh^?cCY!l9tgbPm{`Efg{`80V_BwT^#e8z4(sKc}mG<`H$D z7LyK+Xk;k%7ODEv#F%taf<%CTVVQemgElA%S@4R zqI%+^0;vc6t&!={vUg}RF-?31!)FM5#-M*GLzm{#P$4tPeJ5#Mn*7t4O|x0a>(Zjn zI7vmZ{+cc=c8`k0-iOlIxSe{G?gh@+7o&(r-$KgNlYY+G zUYGa#?>kCjdrK*GixVEfjocS^d0VT0GnR(*)SlYdSD-y~GdcYrF-t>yFPcMSE9`tC z7c%4+1olhtK1+YiDqv!1$jGn1d%qHP8!Yz7eHjR{NI6$OsONOAZ6K^@S3eA2Aq*G!RADhiS(oGQ*f}H+TRXUG+B~ zSCUtKsHx_CQoNi>x*a49>&hjk}|^00^aRHh3j zN1X|_y~ji-h%E55rAF!6UU%RSGEgWcjwAA+40U6^WIOEv`>ji#Ua(fgF6hd9vTK`* zJveM&u7$0owo{FxjCY>Fe8+c{9Y0%$)h<=m-G6f(!}jMWrOw zkaplYPjB~Yi))Q)y@DVLEw?p-@c!_}LDq*_Y{I(0PALc?(d)@YFj*+1p1LcCn!wtG z#Rhv(41dfqDNI<;qf4a3n%r-Z-q}f^RQmf~sFOww6#bq@WT6~iy3CqgGZW?uxb`|k zX<#}v``DgjsA4LMm+54lZNyaeCVbj@asXz|i%{5m3d0)KuUvPmp&mE|W2Dzy@1fhU zvJ5Sc6Oi^I&8zm{F|aTE>YUraNjZ>F%O@a%*EBz{FX zK^(twVPI+Uy0n46Nsh<8|FE>5=6Fnc$11d3z!DRiBf-&|%n8>;3?|5jNnvw5_i>9R z{?M8I?7Xu7?{#U6^U7Y;)?5`7CuV8LoR##!DH}R=j4rgJYseQPk!s2X=14WZz8{|Z z22M6(AMg2k$FTW<1iGAo}$*HCJ_544HmvoHPiecpdsWigmv z$_3Lz4&Hmvk2^cV#p{C!=S~$&Ct6P=7rvmYf;QsQtDDUhNWGhs2ZQM3S?9{M%0gCy zjPuIOU1rWXvXp#|$Cj(>+jDKn=Xh+j-lI2n?62l{Od@?=S)0s!?cmN5rrZcbt0kYH z9p{te3z&RYqH_1yqI(rq7c#AON5axp?p*5mPGTRpcg#9msicTa?{Y}p8f}Fw@MeFU zBiRV^9#SpKHSc4Sx3@o9>wgi7sf!lNmz}{X9~O?^w6y|kE>9D--SQkFro655N-Kax zE*yCw1*53LU2piOyVAP8Zfh$TEaP}7xpXv@@h1J(?-i*=d>95xGj`vWD_Td)(vUa; zBgbQFVWgXW33--QwOS%FJ}HiLjztZ*m=rh0{hx5(j!BM+I8G$M=V6*-ER1mMx5hOc78OkkrsKDww+ zeox*uAL;3ZwZVHLE*@ybnifmKq6fur@u~Q>FU^hM`lNc{1@m0X;AuA#ZEG`zh{_D}1s-80K(*-vzXh+Kl9Qy7< z;c*b8{ixUJ&$DnET&=_{$#5#6A?9Jk z5%58;CqR5Xw)t#lx137_ef0ja)d-*GjLjmRgLcBO1ihX{=ua&Mde+8g`QnUH*LB!6 z!=}Kf`wH~ac1F#YRb7Eim~o5Oi=J!o1KYGTKaYNR>AywbPIds+ZM-ed`${_&^Jz)r zq3KUy+)+96=VH1bT|UEsYY!WhElsq%VxuM)?75fL82b`BL&6Hj#C82GAg^xsf$DkGVUV~J>ZiVhv@+^z>_3`NO-hm*7FezFfF$4R& zwe_XFMFCU97q1s?A@GqwuP1|LE!#0O-}NGSmUVo|9kDdx3}$ZYTxTY=+#=7i_}3>tn@!BJkpAg&D()4C z$b=U6Tp`c0@Y_P37yT{bT>+yu?R2J@Wx?}5tdhNcYLU=9)dRLVbFx3|hF%#z9jTgK zn8lQ?*!KIv*gB(6hTUAg*z@>?6@s;|AyrvViCeN5+p9Kjl={3iRJ^V!2hF9jBSK)V z_H)0?_4naXl1A_bPj;%2!pV94>~A5giN$Eb6o1g~9DB^uc{%k^^P*!qz8L(rt1N~t ztc)wL;h?z65tq5~0;&UOr9L-#ZmwH(3ZaVdr1;{S`@r^V= zVoP&mGVhE2Pv$TWDMy(~TyAN-e($5W7$zm+pDomn+ED6W4Ge;P{(H%N-7c^mS(Z}X z6Q4id)>e6YTZ=F7AYVwKtR$SP)n-JEo>Als3()I@`h53c@aKq(V1_Pi7T2DaoK~TP zx-c{zR~%M>-7!c@exH&@+CuFu?3TF_mkT23{n2Cy@2~!;9FLcvE7R%|_mS}Wp{~lX zE-dlM`fTvajpZ#+P-^2*TYV1m4`qKO#Iz* zEY1l$4g)RZS=PP2V&kVW)HICC5;GE$z9gPC1;RTXyo!ifi;3EAdS7bdvcajl#% zG0VbNBlM{&nJ7lzD9484`y#hFm!yv8$BNwFayshKAjmhiRMn7td9C(pMIv1p_Pkx=wmjb3-kofi$+=oF{gNz)D zE?Trasc7=LFxSStFnv0CUD$D<^T)!%e>KNqHEEW$PGnQdLSOQ_FkQQh+%+NOS=N7} z3+qrgJblwPebBLZ(sfr^3A=CUP^;5(0^5Ev<$-#01EwRjq{G{$8PZ-WUJo?)fvubc z>$J9{fLwdfI>YJ?&}Ne>R`z}hk z@hJo}>j;Iil<<0##;g90Z}pfW(?pclRAzn9D%K39jADPbP-r{&?QMmr56_tRTass4 zAfDMK_Lw}&n%COCkhkRjj%6YJg^^>CH%eg5iMIb8%NneWJlQJtYb>ic@8x(=TP@fq zarp7}yNj@wdKxNRv5SDx6{VEbQw5QGS2vc*q+wU)RLLF(M)pW=zLl%VxzL_;j>WB#r*3pqo`$t}H)6c*Ahc{# z#%1ia(g-7+V{x*7lR;jbB4Lh2WaMXuqzy?o92wAGv^ zHeA)NeM>sW;%VE90xWBG0xbCPKxzDWgwNAkU-7}s1J0y#EcykjFBASU=9h9T-u2xv zs?={SW^&2SG1JTtGdOLrLBzLBT2+ku-FUk0t73v_P2_|=@aCAKHeeo$MftUl{YuZR zXn#fWV{}9Z_EkqPjY~_`=3aqd zX}xN&kBhcwl>DpbSR_l^@znyoy{W_Jm0hW}@GsCLW@(6JW1Lr3!5uUHDhv7Z%7h~K z28ROq^U5w;N6AIaBY$3*+9Tnor%x4)`ZR6|%OyRf#+On5W@M@?uSiS<>I zl3SNg3Fd<>f=D@`9KxQtJiagK?X(!_XhhIN3B16x%0m83ZIP%3AL+^|iqGX?#gEI; z|0Pd&JqLZqxt6PVnG}*lBR1jm9oy~k3P06l;T8g^PPRS0{RF@0Tpau55*XpjvEdKg z4=1cA{ype`{dfCu&{gKb8=f%fYmAU(#w9RBuUA5Ry-3~%1~#X2fDgYg<5illp4u+E zZVD_7fi39uyuyDk;XzYXSell%X=ER=F z^Y=Qi&)Z*0upBstO%SbjTA|#Dxebh;*mLPMCca2yW$N`4kStZS&|HCwI+wqwGF=I8O{oI%WzP_OgL zBYEo956^Wu_7k%tq#W&(@Eq#X*Or}+EW^MLjnv8$D;7kE2KDb&HRo@#d~?BuO%u9xPgA1!Y5wDVbU}L5 z6v`VVOldznOQ_Yu`0mfrN_yph-7wU&3-Nw~J$@9hL$Ej%I(w{JJLa%bot!p&UZYhG zZ}`}^^c;8!+*{M@X7Ck5LiTJyp1jFaylyckmG`G23f+lrI#tkmU{~ zk$Ab&-@o4YVp=BYP$+loRGUc0Dr_-SXd0>eAW_8VBd8uxJGt4M!Tk%(zDJQ zzUnTB61I7TStM!CUw?}(f9BVdea@BwZ(}cLcSe=~yY|as zccE5T?XWR#=92?d|032m{ehn_S+h4Lac8q2!QQp~>hej{Z*~3MB%H`dWC*0*D&IW7 z+qZ)ZRALCEmU%6Wk@FQLEszqt^Q!mL%pTGLsra0I7IUWBk`_o&*0YM*-l8AMfHx=O zm7U2#ArVN1Ke9#yq?X&xRyP@=_EUir?v&yqdiXYm1xsVf zhNzKcN0Mm+JZd*!vQ=n%1xXotdbN6`=_gDNW|qDMf=OlBo!l zV~A9y3a1QZYL+NUB|}M~QS8&4CK;k6Qc6mb63Ou2oqIRWwSVrm-S@q(-~He7@o76} z@3o(KJ!`G+v({P?*b#6&0jzlaLH=1vyYg4M8a8u!2U3!>(yjb=4hrheZu)a8~WF>rRKfm(^5yE#<+}Qp5%4={VoAcX~UFyKNDYvaP-x&87 zGf!LU(~1Y?O>A|)-1rZ3&_eboUg9nziMQ8kwHbj*mK|$Tp?c+xA+dw#6L<9`rwWnM zZpDXn@WOSh+>jyn8K+hG?KQ=eJ(zCB?KT`e|yKXi+I~=Zi`@?;awS%xglTZCmia%xo7y-#9gHy zj`v%}C-u+O@>pB2=fFuwUU{%{8?6k5aJJY_A0NW?`ySXt&E+s!?(5R$2xL)$4U#jk z`>FIdTq0mvxSAVw7`nca5xeDP+P%9)_l208R3MB;>99Gpbaz5t4_!agjRKpJ2XV+1 zfwV7F_|roezh#_J(zTb4a>O%vWW1A>CnU1pWcLH zQa+hrf^-YUGNl~{wuDu3eqtDuqAZHDixO-Q1<_0evS8Ff4I4cfFZe@_#}EFr!A60#T4i_f?8ux!wyGS^ z4R$<}E*}cnJqP!BF5E!Or8~!cm!`vx$F@r^jb4Fg&&dzs?7j=(&(A*($$9#V%TRw6 zR5OtpChq!*IjFXF+~Tu#M$AFA_Nmt=zCFPlRC^-ga4Bdtb5LyrZzVAY)ja=89JE{y z{TQf5a%7@A#LtO3{C|?UkhV-x%mlGN(9NQyV?~{Q8MnxXa+Ho-G33@yUWwON-cZ~MALr&@ z!&JgxAYzHfh_pX+vWTm>z2ArjR^TszR5XuEOSgCa6TO?Oufq;>6K{#3$S|Z`hj=?L z*r0D=X^o8z^I(Gk_tX3I@n9ZoFyh$iC92rZ1{=h%KZq0_SZGVDix4_f9~?}L$cwpMW?hvV-FTNlU|+g zeR~Aq@*?)gGR>~G|Cir??Snx~-5(GR#dFZ|Y;a$6&YB)eL+C2I9kkBijTcrJ(mQCO zS{8;$uria@PTC^J+(AqA-Q(q{(=LKNdR$;SJ;%su93>%~7y?JgVeY2J_V2mt3LqShC{T=+L(RW)Liur9A|;65pV)zTSlW;ZeDJGr zMT`@7wam*=dHRXDgVx}66-%?;F?Y}^{lQ>^h_=ha(jIMi>b5+DIhOYBcJwosx}V0< zW}(U_F@Qg$W$mmyXE)brDVz|-3hky&!#8Bfgip%k8ufYaKJ+I;~ zufG8eI(M7`B?VbTy?CF07Kb8bDxzt;#9i5AKZ+&YpU=b&B&18&Nv58fl@Ymm0d3+g zWTeICo7cd!9{X1LY*l8Q5KGawe74kbNlIcXI+-Rk&g!AF(OgO*t#4(h-v_(ojF7Tu5f|F4hi=DxYhkmx$9B&_@%a^elZx4 z(97KTaR7|N%~rPGkMd53Qq(W}=3?=C8cKC`Z>&xJEmu4QiWLJ;lDY5NI zzW09d!_`b>C}fY~VQKS2>|aLDq{q?_<%6^B=2KWxG-yT7-5Fp?jy~_Yh+?Tm=(vu4 zk0H>hs$O(tK8*eY-E7(wte9d}7nYR`sINMPO{Jwf^iWmxMkSXb?SIRmka`j|8^~%a zcpvfDAdzw6u3{;}HBRO+ApM8-(TCcKcvBLjCw7&BF_H^~T)BuW%fr%CBFqjH6)?xr zHVy87=haN+SlZ@GH%6CC`AIBIF@qLMLw2;vK}oeRra*Dqk|lp1mbPw6inHC}$e+T} zX1m?+@G&%j(g2xfI?EDal}q)OhZFCDwJ*Qd%q4s*w}Wf;PBIc>Em;^Y@1ngQ7u2h_ zR$TT5_tPm|rYF}3)%NqkD{s$+*DgCe^52?5kS9CTW7Fv`SlYN#T}3zFeZ|rm`#rd& zVlVm+!_tt26T19v7i2m5h;2AWkEM|-grN716cAx$j8|VZK8OwbCw_e+C!LC=eZ7md z9M0?lY@XPCtM;`Jgko?8^hqyHteW?v|FJb-j?iI~>FJ!bwLIi?65z`)cUOpG^k-Tg zXYl7{=<~qj{EWaIP>(bKW7*PjL?_PY@V5dHFbbu^X42AqXxeCYf8`LkjnY-F`!hQf z$7ZS&YewbumBW?>0!Ff29(^DMOG8#ZC&0P}1`DukxrMP58JJEcjs0YNGR?u4@eUKU zRjJy>DH{CH_F1l`U}?xa!cH->z$!B-5U|cW8!BbtS9=H71^!%!P10Ka5IBjCGD_Cicax;CL1bv%4V;qt@ zKXQ;geqE_7gMw7fYiJcF4oh%2!VH&;1xqYX>6rbz)24?1mCJ zw0e251DhU8L$=nIldt2!)LghMpx;4IL-q3@di`9OU0d(@#2rQ>bR185x`fh#@rF0j z0F6L~Vbdux46=7}w%jfN{>4R6tKGQJL8>|3d*Q2a+C5OO(m->IL^6n=dnY!HmagTd zZ613w7oMQyrH22R48z0HrmKs)_r{oGY5WdTpC{eR0a>)394*><))kE`wON_Y_*~X+ z#U!PooQiOpq{uLcsA88NnFGs~+L-8OF~`ypCRA(o^ZR?Tv{DBJ$Kgs=;5b@j*}$o~ zxCES^>}9{9k_mXIZKd;gRQ;mKNVy zf765>OCx)UxOyv{Nrw6E;d>jG(EFt!oDH)Z@(|ei32(5F3y_H3*c3&(GQzeT6c=3= z0mD!_nTxb^R{K9HraUf$aHIj4r4@xkAt<`|p{;Fjbm`8LGS738I1kXM)*bhJdw<&SjNfWBrVm*j)uuZtAd5;iCe3lFvrr!UPQFZ?w@GK zVW^$7h#HX^(vo}u@A_kjyPW;@_DNc}1Rh@A+l?=|*-27F6Y)%=l%PT-!Z?t4uI@<7yjqsmB$T5vl$cJ8em z=9--%4>q@~dV?Q~T3pYS`g6`9ZDGHvq`$H`v3t?^avQVf@K)&3dcJ)UnT_Zi6%T_Dl ziqt@gHwC#8`u;u>k(ta{LL~0$X`Y$6cdG*kpq!@Cj&_EN8W$?(9&%pZu(hlDJ&}B+qi63IoxqPP`&QqKg}-;SqZ$vT?caQeS;P0u`Fco z#;4<<8D+%?;0?WU%+5B}E@cafZpXoYvRV*u>M=kHrXgtO|8 z3=k&mO|cXsTBO~4t3nt*t4?}nYX&GI-GXuGL#4Hyo2EE9E}g=0={S=9>zs@B_Gy4J zc#JcLqGciV6!N)W0O5;gNjKNrfCs307VAmNsjUa?pOPsM#@M30dW>7&`lUA^87(jO z=nq+n-E&MH>sc8=&`SfC^=B5~_7dl|YZ%MnW%>d(KJVpOH?n4L8a?nRo>T4gXqC+^ zd~<=TOvpuT7C8hNg9>|nkUasq1r2qhb8_L?Oa0H#HmPcq;hL>be;aIs)##%`7H1)ck2RYz^mREV0 zBEum4>77H2-{9%i(x-DmVIC@s*g4YHlk9zz>_5pc$d1NK6c)^X{qjBc5SWV+TGE%d zt>}t6D<+9?6c78dM0_fy1kcF|cV9UhzsoUD8OFS?_Q%xNVbEtneECr0S$N#J+M}fp zG+?Xs1ckK3Gq~$k$yK+t8{wiv+a%8LL%5aU>uH-;wBV+>51f~|mE*784V|<2p&u-) zT6$oj@Nm|w;Az>_8a`ko`C@>N5GQ(nr5LTx(8Mb#!q@8Fj z#Ry$!-s>88GqSBd#LxXLenVB7Y}zFs;t_YVg!x~sW}_o>9o6Ksip z*S|bZHX-tC_owE|?@<@KKlQ&j+Wi+e6c5Ylzi3s~$r^er3)!+_-|XW;_?^=&PmJlY zEOO>`_wxJQ&++q%Uvyf$@BtO{T+K-Ob2SrkUEa1?QK<8J(Hqk zk$!VTHH}yG%7R(RWh)#nr^7o^*y(OSWf1KQf2HM_DQun&X~R`3R~sPXrTDG9&6iUVj(wJje_rK%cMaN0An*~Sjy-CHuzGwGAIn;*$-!-=m zTSLdm=|+$Bv~c55oA*qfw*^mJFiJ6PS0%uVapjlR<>Ib+G0pQXAA`wx4!bfm3gER6 zd(Og_H}QyPrAvArtAOYg@m{kCe=^BOGuH&?_GWcYz3z{JSzJkFt< zY5sZ_v*a@)Q0yDA8U~6NU_3&H`O$}Uy>Jpdj`2jhy53*iyKJV#PI^czBB} zZLH}Wg+n2?y{}i5LGF6f%CSq8)QslZFgQo1u0c3XlQ9xGoes5YoQbxJ6Pd%^by^r$63=u_#>&J?3_D zO-&A~e=%eGO7@+ijZyx|@OuE&-&!ed_h)t>%Flyt>(<4}1`E=kb9 zkFl(`cXiIiHC^Z796An_RzD;|WgqU{IC#4PL{28~;ri>$z{Z`DCSxA2oKec@ENF`+y(vC#joJ76-Y_8n)yhSb^4) zvzWG?Rg0;;Yk;Q2Wg_dCp8@n^NyCr&!yjBl(Q znR<)x$10w<{EFN0MqKiI$f#)6Yh2IrL8n=aBp%zo;{vO2D=Zk1!anO!2TSVG6Xqm5 z#pj(DpKBVZhAUl&b~0^k#zmT+Dml-}`iF1`a)zRNV0YrIq?{hTLMPE6qez5|k7{vAhif;qjBlBS4*9nGUT+=_3VOa5g<5(sQkzq5%av8^^KK)v6S99T_U6<^uKlvQF6Gv-GlLbTfWF=x*os6`^13E=OM64IHl( zhQFxp*mk3EAUA(wgwd_Bp}#nXV5;RHdM@@_q6T^#2+{D&+)67$2qGgpw5$k3`{{$p zRR?fG_eu?_r5GVo#2$1(CSSj-K_?v{YU0;BoDzCF%&^M9**THxU@T(4;Rw>xRm2XG zDwK(aBj^m{?x1i8gp;)l@(hGGtKQ7eoNogU(GD}Gx2Nc&zUI4CZ~!d6Hjg+bM!#3? zFOd_~Jhl>?(DLehC|V9$&wWQCAi+A)&7$BG^hDdIXh+d<5Sc~DBeDi^&*f~Duu21z zQDdBWv@7=7s-s&L9?fB#0LwE=rXgUxDun}*I}d5EL)s@U85{xogm(r!^{1x2_=zM%VRNknsZ^k2=s$`)r!>0@Xb9@Gvq-sQv70iy=t zxo1xo9g_k4zFXk%5xR50Z0#b&AsaLCK#hSrJ?56eVK*edLu%!(cxAu?mAU0lwcA0oQuu`cw*jAbx9OVK_`P^RP~cPk;cfWi z(nag0XaCc&tcDJceWK%;V_CXpEeA{VnPXXP^HvU3O=6B^1&^Gi_USZpENcXBX)^bV zQhER1fn{Y@{)=UG+hmB7&b-g>jD`Dufn{Zn8~H}0%@!}6x8Zh8#6-9}y8lv}cr_er zJ|XWu=3gue$*(3zaQUDg^UGQxF?yuHU3x4F(awxDmo8+YY(?o<7PNaepNYNkSRF3olZ_V#4cw$BoJ-L{NG*%(f3%+OW=gSYgI^rw zK4p$&EgKlp@^US6ENerG*4W`~e;=0RpJchrzK%JT^}SeyzcaEgmv1?n=$=hk=TH7v z;;?Tc$rm;XI))v$0g)FjGfy_E<0os6o_ZO(2tP7A?47X-Kllq)_Wcz25>I@Pt8+#? z5$bjI&hDPp327IOC}t}aflB?I>X3C6FmIsAip-fg5OLaTv8Yua7C8kuVK(!38-B&I zt{>W63}buqo9_)eoeC$E<$XBri z4cWqm>|tzs_TaBS?l)u)`T9*vUx+=Apqfcs53mmse<>0qAHitk56>N3JZQ zYmD6so`ZT}&#`A>;^7|Z%6TuDcIDsdwbJK6&J{=>Ms_lBO}|Dmg#)wI!K^f1LOq=;*P*t?v@k$2*5G#@tly z#1KGLmv%2VJTZIaFKEAB1Yvh&%tjXC6 z1;+G@!-w8izalB}5*M64+a_DTC%3z9{~Qj5?7@~jRHRsQZht^52k3Yc zoAZH!Ns-tdiA5nRPEm~T%i;Ff>Qim*N3R+dj_`>(yKiQu^gvI~4i7yH;U#m!SQfmBUBw0(gqH&n1Mm zp6C0uPSDS|`iB%57&eTS&emdmnD0PCc!ZY64*4NF)QX|Qw?}Fz;=!#Zqt&dnaNWZr z{Oc#p!V5gh_pCl%g1g`bZ?+cpU~SIIKVwuCiubx=A_byv@WoeZpD&q6*rQAw8h1}N zhrW+`O)x5Z0Iw#oM++;w#t(V3`5ZpKhrF_mX#cQ2c)*gL39o0ogmrqw)1)~W|1e8A zB1-UL99kDn=%Xe;kEJ1Wm9I_|!Ir`+lb+8>qm6NhXnEqt%TmG5tm^4B?Hgc(E)4EM z+L;sZdcOAX_jf6lR=Smuv_sox(!vWAS>am_g~(8$?Hfk3LI)M)NW*+14Lsx>gjSe+dA>BBb@y<1uP|mjhhzw;T zCb#A0Z9NEeGu+@9kpx|pX?!93F2kUrqtg>4`>`_j4oMKY9uAqO*pEMkJclF0<^~q3 zO<>guy;yQ;(tBv$92}`gz+QSR4_O(k$llLkz^pkcZhJ<-SQ+wl#4!Lt zstko|0>-c%D$2jd1W@xayCVN9kZ9$GS!D6 zcyXzTf2U3+Rsf-%LPjO0*% zly!J7=eiK%xA&!@|Fj1|U_(CGeXAghwmhhiV4gwE9CLmtadSFrcRv-eNygC`I7O1SoC_4K;Tzp!B&Oz@5!A|uyCoDz`i+jnCU{MsDiFW7;2eqojMXCJPc zz#K~x!bHxP88XMx9?mQ{t9^qxmR9k~eV6bB=2+SR-qdG~rS*IJ-+`qi{p%OT6HC6; zcKn&T?yoPL1RL_|tFDTx;kE~4U)T#h{c^78U%xPY23T6C@za#R zOnNL0+3R?IVOO#o2MQ|DV`-?=yn0hJ+)ey2(fI*$zcAM7bI({Oy(xLW=%nU1u_tYw zr1*d$a*hcT$)Z@Q5j#+<)X5hhf3ZY&usd_Vu+q3&=K?h{;3M)vtj?WQrsyB!@Nj-^ z8gwBYhLw6zEY+lpK`>sPU)Y3sx%nAF%wrs0N;JKzyqbBwumf2k)7R(yY>dO$S!nbA zQ;b7IR_6JI#Ryy~F{`^piA_K^?mvsAO$r>4P#RCoJn$o0)`f8o{rE@Pz`VsP*tfT` z@SO0|No$Pk@Jl!Ko1!f~LC{RC>Bj0A_|}GD0b7KQL4&5r&N+AQK*V9W12dye;1YV3 z_Qui`zzuFWJS8Cu9Q$UT8Z)ye>o@rl!;VdBTVzXko0H#FdheFKJ+S95j-@fxvXB|T z!_pR{J#6EwpvTh46K&nSW1e&xFHK0AXx4dw7E2?0leqF?BT9?+)K_124Q`^zE^gkS zUBMSW=O?DbCV?Ai!0CQ*zmv3dAH(MlaUOaVW}%qatV9ZjBDD(Qt(N=r#<5g`wUshQ zJHfi4-39&rS$CDTy!TdYwHf<%z*>}UEj=BtgxEDVP{v05_Ju={S{8DjhlwrZ8-6pZ zHI0I$(XC*zNyz)Uf1-F@Aosbs;V++knEP4KZn*$=JfbBYGr|f7gT&6TpU(Ub{_t)$h)!7?|V;xa@ z>*X`>*`-!uHd!9f=sa-ZrO0PrIKXR(9_ro=H@|$Zd+Ph4wNDDvvOCL{6>73(#Gh4u z(BsuFZYgHUA&>!LT_EyOxu_qVrhQA736{l+G1yD^<=#965wJw<8?hM_zbs_W74MEQ zI8;8@vd_)_z>m;z_S4&8iWZGM_@=g9y)R0)m!58`q=&A6z-5Z;Lo%Aazjp|ECB9Z( z3Y}-GOCbYV(3kM?aP581-t<@!N*57R3o)&! zQyi*8!2vywlT1C2gV2dvU#x}3PFp=aBHxlCLWc#?pZx2y=@j4038A2X&~c8_)BQFf zohcZ`pKu5)t&RidIEQAv+;j)#{9#5L)6VD(H_dJfxRz7m(9rGanVXNbg~1h&N6X{P z{lX#0m5OKyLRQ7i5WD+Ea7%191^XZuFv+12S)ir)Q61!Hzqt@zbDd%trmJW9h=t+( zbnFFyi#%o7B+ex>8kQ9KQtw!GQ& zajFSSF&Gi|K%2Zu;d;1Cl% zMrB(wzS;cgkhtM8Eb{qZ+fw_ZG6cCIkQK`kP_BVx9hV!=En$S^#NL`x1L5JeCkiti zz#lo|i|J801cC){d>V^EM*V8>?&}WVhtP3!=~ueoG3k#RPdmb@N#wW?*pVWAjK2!) zsHd@QYd{HUIF{>8yVAQ$VU1dJ6b?bR(ihampX;SA4aI1A*m{bVL2?-4 zu}ahRQml}xZ9ROKW;4##d@XlM#?TcxjL+Xx9Vl4ezFUui`u~WQ;h}xR>Al*!n}R(# z{T@u7f$N?hIryd3G`#BQ(3tvRQShXyt+FNb1-@&Yf1I*XJ056oC%Lx54@7+2%{H!B z0tQpPE{%Ws9Hfnm3*DU?@QFg1TblRYh4f(I0cp7yE4-y*x}5Q^u4VjHEXTe=aob#3 z=2(vV*b^t)O_*ajZ?^mJ`(!f5aw0!Z!rq z7R5uGA_$+3xh;Yd=&>Bs!m6VD48N9(Z91p79XiK--8?xT(rNeVrtNvrWsOmcrSgws zWh}Mxx4}!ay!P}zvy=)MR}{dg;VYUpZb$=VWE011B5CV6w^96T-lACW|Jpo4*rJcW zGeOs4+@!~85JCz^-Sp~bDOwIv9Uhjmw`xH4+gZ%9oDH@<()uzBCrs!-qZ z*T)xK9DB|N(pU!jRmZ5~6MQf4dL!kC8w@Y@GwXVZzmDH7J=Wq5NF!)0X+*MBPH+4k?eB{p(`1BzYy4+5>%y;HvkyW{G6TJD{%~~*ye4M1Y z>=mvsChh)_y}G|RmcvwrBK3Kq)w~#gQu>!VT@2~597NmT#rQM${ISrie+q4kzpt&w zihEu72)+@{uQxm6AdL(x#V@U{StIQziaF=AgUM(YF1B&g$|0$M)EhDg`14W&D%{qf&4N7-~ z9uv~jv2XoQWTl=zo*XxV(^%8f^(YkXBdc!*fnUjp|E>8m4rTY0sOO21`^`Ywi{i&a zH^bv1g%U>Guw)$ll5=~;xlx0)DSJK%p^*JgUWrEVu$>{sB?_xvZh(=f?4=Sx@ry!a z6T8sQ55exlik(L8XTcZk7Z$y&S7b8o#Pm8}#(AfFL)d~B!md%`0g)RH$(fM$#jYc; zE4vWs*Pq82g9q6W-Srg;r{$#F7QeF>FZeOGXm3&|pHsJCKI}ou`}BS63gu9G(OW*% z+!n{h=VLEoN;UBtZ6Qx(KL9?`q+f6IOZB+>p#AJ@%@=s}pu_dCkcwZORpDE2(unVv zCT95Dwhi}5TpvAX$1^&}(v0s$Bpo6TLNDhodR}?mbcBURV>OSwFR}844bR0bjhay)9@mT1X{nhx0 zuK1)t{d9_jl#W9wZ986lw(vY-zbLYL-(oi8LLpZ!VsPjAMU}qP>{TAY+%IbH+M8JLKJUJ5b`=;zMDEzqqw|Zbmfe01hd-Du5IJJcBwto& zdC_xlUC{X1D$pKk6_6>=Mjy>Is`6@RqqRNMAatD9^mM#ZWOvh|?IZ^vp0_(PQIsWc z(_mCa!ctg*R1?F@XjjIyfCav)&TPg}7Y=-O=wot5m2#qup+{z zslP2>7AtAnn%BNTjPqsf8D19?{4$<#zASwHek0YV6MrgS7Dq7dX^^2Pj+LmNt&3yf zS3ml0Z&<8|Yb-w}T@-Kz4|t?5Q6xNwWv(^z&E9)qxcJ6H6$T#~@hxK|c3ipEfSYQp z3Jl?T!R>=*?zkxNvzA5V+;bmw7y^_=J*iW#h6x+jH*N{}r^gsPU+PsZFp)WyW>%zO zv1t)=EbY+IBp2U&=2%*2?a=cPSv9xZv1#qFtI3x{$eJ?et# zu{6YT$McJtyJMS5$wxvOMZ{l@7xg?4d47gq6s(KNzQFgnD$jnu56H2yd$gbnPmFD>27jY=_|;pw1`s2NzxpXSR_lrxrMVR@ssEPhlBHb{43 zoTU^y5Yj$gzN{yW^@Hc?Z`SDom%-KXoTa zaKlJ?EDc$3mA#v4V76p&Tg>vSX)Urq|5UD5U(~G-sQu=ZGvxzvxFN)O4NbC*aP{s$Px$t05V`yy5 zb;kZpFQ7f!x`VlYQ+9v7v6tjmQv93fIL&XXvp5xH+{AC+wacJ>QB}?|r^8=sKx{-> zB3D)eFDjHhn`kTu;~%P6YUSR*O$*iA!tTU^QgUxSvHEOWURdQEIK9U2O!mz(tLe!- z)kkZ1yKOpH)YR^rIFJi@L8@--!Q)u_6x@!+KltiF`D=3srj}xIrV+i&!?FUd4PMtv zNQc%^OwP3K5$ndJo;AerEe;({i)E3Pz;3!tsrTWY!+4J?*{jrx#&`en`)4gZCMEv3 z_p#-*%hh{HkVM4QjZ3?CR&wPf-(S&F&qJ0LCUcx(DMlENWkf`adY^tDDkdLtfKy0u zSm+ws@}8fFUoa)Xov~%JE4au&Kl_aOMzlO4Tg$f`0vSIZmNne7Ec4F2^^CDB^^Iq4 zFAR-fjAhMzTyWC2fH{_xEMfd~a?Vx8Sk?!Y)q#hZMvSp6-A&`wrz`j{#Bt41rOxAVowxyf_0jeCl8Qv#U;@*cow>>RUDI(q zVb+BGXOGt5qqfXEeLS`vuNCz(lVLB0s%MjYZsTF=z$9~^S0;x;#k&SkYRX!S!*Ru&mR7P9?L>x7#@ZaGRSX$c{y{x zEKfTfk2MpS`(;%EJ`Tqqa{$&pAci~LS72=Q~G4zN0!Ygaw-@AJ#LBWX03 z#fqh96C{TsWfG*G-uXJ~A*n+kB`G+IvDXF32)~sL$eoDfgh+X@?J~!p{6R{cLtrxF zlcVOo6_*}$EMm+t9OLXaema>$k?p>x^`J7$sQ2O@oHJNZ8YtUiS(!Y97aSTQDPjn+ zrb%xk-ui#Rh~9T(Y4Qbp^~>5_x0lm%mn>_gfmx~2>04i(8!-$b4%4KiJE0J5 zkb5{1EdM~agd)QroZ4=EYc(t`z{B>G%EAaVa{GvQiXG-#SrR++sj;Eob@fU#N<}4o zlnU=F>mAcfqt$mI1B<;sPuo7RqMB&q$m{BBNS55)&LgKNCk7F1Ox$j@7ex0o2-THa z2Wsf}Svt^`H`=%JbdRY%fKD?En@LL-y=SY2rtlOPg_ak)<-1xHdLAckq^xZ8-~sre z-eptylPqC!*uBy3z2?HJu}k*xugwL$;Qe)@N~-ZwHFo&z%%VyQ&RYCh|96%$nihEZ@*brXiS_vPJyRsq(ungsgVi>aNgcy`)>zsd?EM;V zQCw4)O<-RCEG-L};k+1sIVz6**2pu*vc{z^$mUzd9LwteviFPJ`^>SdysMvd2bMC& zvgDe(HGSrOVNIR?9at9o*}qs;_Xz(ASk^P;vYrN4Z1JA1(MvAfQh8LdzTP!DSD+T@FpRsAB10jv9uLdv=zKrI zHnNy<&V|&<$mbE+gokC-*N(4!cO{oGCiP@?fb3-PEKo-4$%b?qs-P`yuh?mwtz14lL+ z2@lz=fp1h*3_Pcn38C#t`3<5CFs8HEDQ3l6e4@EW*1%Ll{D5J~Y5xiv$h_vzIZ~qx zkMf!nu%qM=tbFGo0_;3E5SD0bVLy~bHeF~#p;%*1%@?iDV?)5=x$}yCaT)3_*nxOh zR{!j9>2(7cVOidX*VRD%TRz=gar9UgA}kxfi3kIwLpoaRLoYxYx`Hj~S1|WwQ$I}I z9r~i$OkesuRJp#3l*Zk@3Mr_#pK_g|<)IwdGNlaX_7`)Q)RaR(vAg$c^z-fBZ5?&9 zq>o}YC94cd)BXQ%>9&}EI=6B+HA^vR2O^a!#Nf`uvfMM{`Hn@=V_76UG24xg^%P^B zRFO7omPlocWevS>^z`|s`x&2zj2)~Y^V%|n432mz$j&-TO@a!a06zEsH6KKvpa^Rr>(gUcbd}yL28c zmPPVW;>wjEV*Jl8sN8KeX%z&ZFSOiAu>+y@htjiAU^iT+OCod=V^6@CV9nVFmQ9Cn zq#~H5742R&ZI!{YDT${j-V3BXj5JFidwg-cvOHW{erck#vmP{|<#BCk%j5KpD|#BY zh_Tnhhj%ON`x;rOH=yNN+J2E?NSOrbZq|Z%2f#~oNA{rm+R%)iwSN19XRV2{koOVa zs4@PK`z^{F4?x)@mWzy`HZ&pSVLwpbhH?9%0F} zcE+!Ty*i(lm%eTV(bl)oa|p~y`PTa5>e(OFrKKK$OWRve87AANHnsAmj^&tx&$hpV zWcFTrkI#{ct31`FQ47(wf74uIdr_jeai1 zpCV%{sqc)bM=}KeJ}l{OxClqH?lLWwgsfQ1Fgy_+Xe`TLg8lDdNrDK+if)aAAOmYN zo#9E0v81_GYEqS9cPXB!bh4Ev|28AF8@iEAsfq*FX56&QWRl8VEWtq!*(!QQ*~ zgN^!)W93CBOR4I1!LKbtFvXIP0S{e%w+pNX_{s^AX2J#q<{!(aD!oA*7M2B zZHfGRjUwHCD?=bB`#6J%oRH(!CC|^w*$(wzt4W;GqL(3(I@(fFTf!M*82v1AjQs8j zz-_d=%5`642(tf4y9V(X$7ZS&t5VRsWIzFdoRSUV(FannBm@iO1X$OA-(A0B#U2+S z7A+66q21H#b_@=llI_V@%gEv5+O1PKM~UV^%9tbvAlpe)i`##y2&;DT?h`N0c!4pZ zUSX_bwDnZzxpesBx91pRf$oh}V)bGkP=FX@Fh#%bawOCa@_drro^`tYAuIT;VFWfG z7q<;BF*~S=kFA-|ls!8K|8zxQUCpuGJ*ro~*vWqu;TYc-Brck=2q7xYoX5 z!)tmu17}>*UV*LGz-yD(?aLD5{M zi_0)fITX_IJS-{StjCGL3e2%2$4lbAhJbU4&diw2@UR@ z1e4D|2x_S{qPNuE?VLU8vHlsjj_TtT^!5g+YJZob+@loVU{d5D?Jx-E=IoJ9hKYrX zj5jxD!%?IGSm-L+y&EfACqG%mhk`}WX%muuGV!a|WrI6fUZv%q$xyr)gC6|`R^2~V z3`Ua~OM7I5~->Xs%0RjM0$QLu6Irr+$?4ILJ8gu%z@e zE6%*g&SRV}DzkUwYr|>B42oK1LIMn|7-Ih_&*HhSX+PTz;IHhvQI79N)edxwjT z+wArjDt6lXtelVy7UR_V^{wg4BKz)@Dqq;-t6#CC@+*f+xKEpZaV?Ljr5Kq3JS-`$ zN60SqjtjI}9@$I8m6!MFW`nH$yC8ZjiIn2I>FtI*gqrbdSLO;4u?f)|_EEGmr%3ZA z%ab?>J_4niL?2_Y_q+p6W_JrH7Upj`6xu#9F=9pJ$VZ+`zW|%0kUNQKwDk<@t-WXM zu{aop8f;iwXz7k+9vstu_yt%diIgXwM&VG1vctoYgnX_vjDAOtB_SM&=NFaodPSS= zTIN{NwFViVqdhYzQ8MT_@PnGZC$*1n_({Jg3`4Zk?hg8{)`eP%59pk1H+0Z~nnhKf z$Ni__eWIqCr&t|@_{@MQO-9$@N>EgxW#e;bed45Ztab-3Sa_^vjnYf}#ny9j?&Zhv z`cDng6P458V@mw0;m2-(@#&dQEKW+ZUgwS*vD>BYi%j&-vI8Nq2+uF7N$1}2Rsnh} z38CY~_)EXBPx5`wVYGfxh~0wcPqi?xsMny^f{bJQMPE*vVZYXbag4tqoU-()p_^%A z{2?o-PDV-s#P@rwdSZ8gag0B;LHebU;)^MJAl(YWG#Url>S<6cso$c_$T;x)qT2HZ z`rXT0$Jj5*a|7r3)v|ELeon zUlL^DSc3;bB=$>NnDbTbW~7 z6C@MHIutX@I^$6!FseFGQ zmi0PAKzT_qJ(fkvUc^4m^NZs6t{>~<_`io`AzBf~FSQ9&oVRXxXv*9#N}~G1hC)lK ze-j<&K3KkFiD}>E6i)L!tp}B1oc6BUFkMj@^wJdcldB)8&wU~g)x3Wm%*hN^Gr8~e z1M4tn2i&%BteqUrWf_LYqAaoj+wJ+OC_*-mohst-fT!wzLoPRt?N z1FJ^mKI9+T?NQ~Y$vAgquULWc?Lj>mM}IituQXxrbsY+dOv*3=(02d!f36ELe%ULq zzMXSUf(`j#_q~EJ+I}Hlhj2#XC+c|^bo}Jvj>7CUI^)L(p9E{Pygd5y=Ioz+smqBA zW5|MeS9RKYt`6B^8W|A?^U(4ao)n{L2i?gNlvHkw+aqj*L{AKj{^ifu^ zFn;;Vmrd{0#fAyyZ2Dk==eoRSc~u$X0ZN|zt(Ey$yB7^s$n~wq2PHNQ9kbdKzkQ}O zynRFij=jA(rLWm5JS4u?#A@6DmPQ7h&2H<-8oE09b5w{u9O)E#a;)D=P>=2!am@MZ zFK!U|tDusk-loJ?ip)W!`bNX%7E9)!691mjGTbWWpi=dDyb=EPu=4)}s3egq956l57RPFpIy++&A$7yfaS0EU@y{nLH{ZEa`bAjz zpK?(8{{vLIJ*8YrXE!~lglu}=2JP|C_ezBD>aH^|331@T0;mp3sD;&I#9L_9zntD2 zx)P3vBfHvM`hYX{)CTJ|l`aPkO2?w73+5j)F)Q{WAchR0U>S-qgBXsur{A=L;fa(J zOZ}4}R0yeOXe{mK`&iZF&1vi^JVaiI#hjz1Yl^QfzldkTEktU>r2Qx+TjaGoP)YHL z?;0m5=Acq?KwxRfsBFfdQa}4K(i^XEe-c#6OhwcuqGRbnrP4mO*ys1mL8aoK1eJ`` zyw;yi=THo4-&3#9gE`t)_S#9_w1J_TVP`hapMkFoO1d|F%?^BF`t;-thPAk`K#G+A z)YmYXK85t4;-a-mOr(@~?6K`e3x zmYAj~437K?DmCtUac1(;re9o!`U?gb9;j4k8+1GI9zCdptc>F9zOpQ%X*X{0@1zHn z5YEO+cqMNZ|0zx30;DRC{Z3q;(8JePS6-cw{`fq|p>)US=^QFu@Qmg06w@ea*dSqV zq5&Nf!qr_Jdbe(%FHD4R_ z2Y!T(v!C7|qgr0EWTpKZ^}ZMd<-7>7Qf z7eQMdSv`~i{wISBBKz?`EWLffLn6}Gf;3v54t;q$J^E%$*mD|U$b!4CTx;5Tj%&I- z!+NeEY$H3Oo9@;36FH%F7?JG$Pj)E?;-#9JqnZL{;qN70;yX8w#GN}M_Xzt`;jirV ztNNaN4a(b9H4dzgz$*d{7<}GZk3W5zq#QwjJ#APy)tn5M&_W-R_&mihC=3`j^ot5f$d|M zgF3>kvfkCheiGE-9A*satQ{}S_5V~1bGm0F`QaMV&gcy{&29_0mcs~=hIdt?rHfd- zU-W1>J*b1o0$A3mT9`aw!R0mgGXK|t-3cP?=yp(w2tIzq^++Pcv`h!i_-Yk-wa&ap zfz|2gL>xOpv=q<&l!MYIZ~gU4SyN%-kR|6vE*u7($?antI(1=7&l0vl(N_nhtPRzJ zLZ*BLbzZo;9o>@rkkzMk=Jfa2S5U|JNj9denFQuNwoQ@Hm0p}OLYVCOHcWiYkW zlF~IX@VsDm_jirdX;-EPbK3wGy}u%hsi5u;#t;x$Dgtc3V6%fdFfFb;Otx2{_G z5VniRxjj zMqWj-zb*4%cNssoN& zPyDH1cRODMJXJYetG?pnr2e-$R)AGha{9|vbK&4K!#w@UbgKU|rr+02-_YJ z+CFjO77Vqw8?Dwvk0p`LyWNc9qSynxDS)MwebgUL$?{kS?+>RalU56vK66Cf%-~GM zp^u)Gx|a8t75HcGq;)Y1(?utxLU@Tb2v& zzc!DMRyWhq?bY3>A)k^0#}FYGGd)SM)FSpU9+t#C2qSX#FvpS{J8dpHtz?cR`HlF*(tNbjoDt9^^ z7tau{C6ZxI9ne+$5@IfTSd0?=%>jMuYW7n0GU6{=*42NPzYM!SdjNX_dm~#&zbBht zzXyAuJ|BC~Jn~g+K|{8%A$u6xo;~>MkNXYTL%x0!(-&gTBdBH)*8}W>#9zwkBR+!B z$RC{3kK{7lHfw#p?z2hVRp>6-Pya92fp}Pwgulod=WKc`3E^zK#7$THPsbIlrpJ;H zI!<(L4M?Bq<*;0odE%yh{g$`v>2rax426|;5tH&Zt)&=Q8N9?z+sDUNSg71$j0VTr z4cA^{p2PU)p1;DH=J?DcN^t-Fzt1VsVvDSB9+p(+V{YuaC5;wKB6ld_bvy?p$ztsn zQw?y&9AC35=2MU?a|flccXdj7&8L16OZvHBcTam3lxL`FfSXQbS5A+a_(W?%yY*=z zkTz$gA0|H^f4kg1#O`>h{-Ft4JMF78@OAx<-5)=^3Fr8nnr>i>apxU9FIOVY1(!9S zUpre}hj_sWwqZq5teCBX=18pU$t9QjKMPADxlMQLx`W-Rsx>M;&(NmDlE~g5uDoD( zV*})jmc28l4R(j@x!ghmODYjp*uQS*2FAhetgU136)8-ixFXW+Nx{WWo=-PDP1(yx zQGpau$Q4Mm&-*f;2#fttLt)jJIgEqdaV4!L?;CBxIM|(~#7wzIlBSG<-N`OZY8r7= z>u(Eo=NFtip?0hm<6w7nsmAT6gn}3cyW5U$E%>A~=cj_*9Wycb)Fm(ouL)kIv02Lw z4_Z4tq$TGN9*Ebw;l{6UKiR&R|K&IM;K~Uem7}ddV2*N2rcf&k(?6YGMmQ9e4v80y z-8>Y^y!}$Q&+Y)9$V2g)GJ3;hfgUT{-*>&cl+<`YefB{far3 z1XW2LZ}XXBNi|9uBYKQxjwM|(8sOJ54F~==t))pusG)UP}c{ z^Xk9YReo(5f+?0nww}21g55dZGR=6?;6N)wkTaB^;|05eu|p4Uy}Xuju)CcH7Iusl zV;=18>geGkoOGE7yIWn+uIfFMd9b@T_otcd=)*kNU5u^#0sniJyS*Kf!mjk4WmnFPCQxuz<@T0Xx- z#QTIN<6w6YU5?T3k?HPm7uiZNogWK!S775mUQR9f<_k<= zLQ{WT{IH~lKY#EP+(Y)>k{ijH`2S~qfEYp=CFd#&v^+|cjh(iV7sQCRi%rV#9ojOL9O?_XhozB>v7gj!hZVFY!q z#`>kV$6kg*9`V=PXTJqgNrME9&E+uDVU0tM~-96@+prsJ7i&R4)ax$Y|)WesiJM!5RY+yRF>YouvT=kF02}sM-!`G<`XO~py z!3UHH?ICAE58T`@6kE&#UsO(;TrOb0>#_Zoao~vdRN8Vvq!x`Rvy1-kchJkJs4XXy z4IrDVClzjC{g(%V|2UsA>Btx|Up&&Yy%fg(LvAi1Qj6GH#wSA>VAjk37Q16Vlm3vG z6fvcK_43#2vCxED!S}{%f~BIs)M?F9m_vC&@!+_TO!dU%EYGfq^i2s#>sOKfENmDs| z>C0s(z}*{m_c}_Rmn673?8qgLJa~erbebc1UXqgG!-p>F)LBwU)8ww=anxDT$%i4d zuJqq!Ng1ShNl3)p`F2bpI6isUX8i6pgIaLF%TYle{4gq zhU?#6-k-9h6Ee!{6fRO?Ni>UR^{`fVpK*x^IZHwYYRyO$Df+HO$@i<9V&Oev3o&++ z+d{ImrCEX&=OPU~Tnr3ttaY$zm7LYtu*53|+^N4TfoB4h!O z*--muoc$CWbraCl0W{idQX9%mvSi?X-a-(=yCeI^%2vQx5*|N6E~D($#2BzU{<>(n zI597YteyC25Sxts79D?HxL1#S&dFzLE%^{@kxo6I>HV3=eGAu9&u4PoDCH8MeT=}M z`qCI^*1@%Ky_E|<5!x~wFK6yrgozJyIcxfKDtz7-pS$5w0QT)s&K{4w_d&_(gNNsy zVr;YMoEIK0+)S@znOTn_+Ay2?z0TY2GkY~bfpphNw|iNzKk#bL;=`Kij|cB=@m%uc zFY~hSC(r5)oMLy)vx^eeE+%J5h#aTb-Oz}O&nmS>QZ9D4FJ#@btqb@m7rSegUU;)x zYANMncfl50-|D2TCoOh|T%SN5O^|-@;y6Lom;;oH-7)0SZAWO+DX*?K)Ciw0G{}rF z=i(XyZy$bSJwHyK&=E_Kp-;Qlk`}u|#Z@ zww)4v8i*n>}t%?>ad<8 zqc@*ik&XrV3Np_<@4&i*Ua8n$Y{i~;GFItKUkV>mCZ<{sjD)qA<$*}S`{4U<9N+fE zAE9QB%H4@_8rX?%Zl_fRIxtTS#hKUjv3{0(yDv2jyHsmlwe-`Kb* zZPUyZjNjO}>9K}#p40Dc+(ZvwfXw}@an;_d32@qt%+(y0#oyAuSQc)>;O%8Ahj({( zz=G4u8b<(;Ws!|UT)80E&3=nu!yxR8Q|zu`cs_T{5$X)A@SJz^^*aTG^*&_n?7a49 ztcsv5LDT$-4P$fFZs>^n^Wf9?z-Bv%so-lSU2b(wdHld~*DPGEUy z9W-=1Oxo_S1=J94g(mzzMv5bzmehgc(fTQQTem<1>aDyb_g0M0#;eXU*#h;59HWz5 zj?)PSEhnYj$lU3CRB8g9DdonPqHYBicsJr4my&ub>fDFg)emf<%zB3UOwnyRJ(Ex> z8@FL_4S_rd|3cRDs~%8gSr!=z+NcV2-cH(1{IXE7f0tX0Xb|VR=z4G#v%cHr8Uk9V zpf&mV%rgf^^Y2e3Y_v_LAu_fYJUO#Sp0H`euV{!RgYGpidiFWTace+W=a{*es7@7a zmcdl4yKb`exMEydqu`PdlUQ$4<471GNi84#t@#Or$um{#u zSW*P$T@U7K1kbNJea~`(c)wZlB=`4=qv7-%AWe*wE~{dd*>AJA@2UQ%b`r-gM+ zlvq;A`vXkSa`-BI@+CP-LPiFYOTPh{GUJ5RV*@~8Cel?Wl5ZkuW_^{(XBPl7QMs|? za&EB+jc1qK2HXbte%5J(NG+nF7|shSFpH*%?-ZxqfG%8>u?1^Rk@oNnpDjAV?&QEd zbdDErCzT8Kx;trZ_YIIhU<&PYaBrj*x3Ta@Dyub|yrh`(m3I@vsIw&dCg~w-BdN0_ z|l3b6Su8Y22c%O-F896TSi;xa|R?6U2hLQfzy-ak4 zkxL%d?YjadtjL37F`5DQ6szGxMssJoZ6QpW@aBA5{9rokMsfb)UQcCA7}o$}B21v>@;ZdHQ=im-LRM`y*i6b5PlU?-3*NiTPHOK|f=#~Txg?#MK z-Z-gkZRBOik~qji;m%9)jg#KI9?0EfmJOk(hVtJ<+RmYR!72mB$AXmTkCrgT5;sml zY?t=o2OGhA*fTl4`ZDnUA;$WbEy0FD;x`QWlOFKsWaG8&)CaHum18a^ZD*^54d3o3 z<)Dtr(aCME<>}}Y*4cQZA4XZJ^4?Ew8MfqT=HY@gJ7u>-v7#fe7c>X@tA|LJ3 zvh_1&R5$<4>^<_#Z+;sk?wK5dF+8@5KFM9hn#%Y+e0<(Q|JG1cBgN>zVdq8VG#$&B z619+uhT`N!nY=4xI(S=9&Wkc*E?&n~xR!EW)QagcHS(&`l=Gte-S4awv^!0hOL5Z( zAGxR|y&^9SsT+p*Riw|SoEJskSf*8WZVBbQC}nri>Iyj{%6U<93#uwzk~RNhc~OSW z1F~e6vGT=`cpU8`c|5LtPNSn%!3oNFQF~4fRLt|&_^rICS|u08(wRfB?H8{mU4FS4 zQwUrqzL%v5LLJB3M9Q^dwOw0oRC2$^-fWNFYf@(o!zVw<4{~gWE|)2iXIbniam%HH zx^qUuf-FpOYUMlVP!MY!*E0wT_|%_C#lMFpk1rlMR}S@amNeKgn3$A3_x$LK37eUs=I;Ow5ZS)Ajh2g8%;a*X_L{10R8iS5U*Rc9?$U3b&qHX#^ZV z)*{nx6wz^;2X7x@s?dv1Zl`ZJkaLrf8UfCzTn2d@=*0MC`~6Nvz*}$>)%-S)8m7ecten?a2(1cl1ZhZQ^)_P-iw$9zNiy?jfgH7)=mq6JH zjf`7*CqRAv%<_ODB4s&9oLM2?|L z-eY@)m*!MX-3EK4fBYgNyMVOko$9nuS~uDZ1d*;xWBQQFan9nkj6iAe5rW4xkh!=0 zz|kmJd$1&Q;ewOU@uQin0NrLf{yluep_=2~A~CvXgt6cVj7f;-l4+_q8n5TEv<#Sp zo{y$VdVPE%cEz^-S-sTxySN~Mw&Lw(eJ&z;Itrc-da!CT&47@GCT0Q<;X*Jr&Fbj6sxjeXow-jbZd-o~T8t(3?1e~^udHkZYkgl&yu&Cfx4 z)L`9la&Itu&C`;N>F=>ax$jFCKk|inMcOf=!t+4Ilj$@O(?UJXP+lU6z|f2Y*e$XBG)WapKp%19+?R$Xb)o;5aIx+|H;nF z@$dgE#eZXFBZRPXIr7U$SqlFAS+_x?$LTU~udW$f&CI3j&wsy-Rg~xY_SOLI81qQN zb0E_Y_+t~s|G_!JFKLKPyw%sOeYRj<=4!m=_nZYA?L!BS`J#bsH7nKL@R^GVUh9UW zrWr8%%9Hti%3AC*a|G+ZR_q^5V7}!<|BL8?ybke!f^u^2? z;gm=ifm+$#dHknOybTlS zuO=t=6oLeLeGE;~>zi%jz0_0h2IacA_-XLx_5C#;!G^%S9@gianrH0`oIGqoZ^3N* z2RKJ<(st^)Me?cXEF;82$TUPswecC=wtPY*slL1j)P{(PJ|kx|Z4Hc^o-@N{jyl#b zYL|QgSRBo}dwB3V) zxo`v-lC)VT2(%Nq4vr0RX+g{OkPG>QbrrZ5gljNFQ_~IRwqrZ_sw@UY--21l<nkYW^~ofL|@^$l0%F*}(XkjcVj90q^N7InI7Pv2Jnl zT|xqs_v;zU8(&}aiHGujJucBRUpeidzF*H+J4NHS^)ZB=iraL!O@hqjoc($(Y?C{m zkZnq^MaX)1)r6PvtE-JE@7I%ZAmi3oLF)VUJh)ib^x(R~|Jr^%NPqE{Vr|&mzW(9Y zfTT5)_v;y8*gi@5{dqWy{2+~PL#o;A2V5xrkfQ-%xber9S2+JmUQSU=(P%~qAJ)Cv z*|Z}|8T%ZiXqFx{7V~wFkvnSg0#m$m=jQGOZ(y14V1?ulk=XW8Bie=Sn=w9%Z3iSz zwPGDf`xCY(n?d6j!wUD(Z?MwOzwx7=F{l?Mlm@w0z|LKAHO@W7{X7oxr!2vvB0zdu z`TrhEK<2tKk5Nq!aC4uCQxQ2!K;%R+ro4h9YvK%7T#A6Lh|NUHB==U%Rcy7L>p`6* z6zvka9bxu}K*w;6f_o{rreXD4|Jyq2;WKFZSD#`M=0Gydf)5jT@o?GtG)8-Aw(FzmZv`?~~7; z-~0XcD-$+Nsr=h`Jks-O4u7r%dP@9&v^|tqfT6^@70s8OOE~dOALJ;8r_wKLw7no}bapOLGT2 zI1b797ugrE>OASlVtWjmjqI}SoIDp@H_Q?gpNZWaK>+k_u+6gcdF>+Y7n15*wUBANSP}P<}(2*u|@|2x1W_9mo zyFj`wHgjm}@x|TGv6H7Nx?@8=Ld;t2_@&FUux;TM&t~L5gRkdwXKeXg_Lo`NNDt$%gp>7Cu1OE3&Jxab z=emuWN1Y{biOPgru`r^{64LM7JNvbQI!icTEuj^6KaCK>#ycvmArL>A#%2jg{gfr3 zBern#4QN~XUzWgHeKMWB1AruJtpOS-+u{B+M0%s2t-40SVHTFiXFlmsk4Ny!L1o<8pv4!=j7l2=kFuw zOgEX6eSSq1b(XM5VUCh|Wh6);RyN}}xs~0;FU7mq<2dCxozrB-Vbb*oNPL3B5*#we ziq$CJBlz#QRgO=+_-odAI4t4Ou!yLdj3UY`LC=0zBD3{(SpqRn0lyyHhCl+B9F{;^ zz5Sl(8R{${aM3`4-LsccW(iq;z!GT18<;9m1gzYS?wfLu;cK zxnWi7I?t%6f5h-UTDU^ZeTGFf)W3_dpS!I9S`=?b?Rv~Z$3OqPDEZ>XTcTI*}zHb6%OR za2d1=Z#s5rTP*mXt48z4SB<_@iJfRWEfzkYm}?KYoZ$Guc7b=V5Gu9c8WXo6kn5wD z?9`-BuC7!H9eWk(kPD#E_mW!0+P9XB$fI8aWmJx_ja2T1|Cu9Kug60o-W}OT#u@@k zK#c8(W|KFd`h1m`-NzD`fXdNS2zd#pjr8tI9_Dju`%?EpVs%0?Z>YoOa=k-J6d@Ch zOpf-oW{SVO6k)yp|B#o!G|gzkj&5FUnXO+!sC+|uzJJ{hWJYAYL(V)bqK2wghm{i6 za`qM1Kv_cT7^demdqW6ZeA`}jvOJ7F6#97OS_^D?uFjD+OKh<1a$_w;l3!r2AI%qa z8+`$I4k?{^xU3Eo$69H{?RkPt-JfuB)P)DYTd*X~l6waX+i-^=t@sSf`Or{1x8yC1 znSW{Y{7bdHnhAg8f0u?rMk1%i)^3@R7OT0)Spp)*sj>CUNFvnr_%O;fwpN%i+M8DJ zQm(PZ+V`PSDB75EjjcP*_b#jxUrSnJ3+>6bzSV+)9M9&QN)O5_gBXJwc0}keAdEz^ z5#<{a5FxVJm=LeQZ65so<40ESG)MJ0-ClyRemOL zA4WWLo)UBGJun1N6yDKx=u}`_r1^4aB{L5L!$EAZ$ykX@jcpMUdHsWrm^fl+BEaP=gKv&w-MZI%!=2P9E#;e*eXcrbZw$lhKJ&$Sj+z5b80w*VR4DA6O zwUm&(YI#`C<2c`ACeM1klfP>YN1iBs3#|^OO!FP7rBBW>5Pvk~>z7K<6u(x>50)@_ zCO%eJM)B}`IzB@1^WZv~{jD4CnNW2`XkziHL(ua>j7GC2-&fV`@RJY6cZ7gADo4{K z?Lh_0c29mh*aIG-auMqZE0&P!ix~g45}I~vYf4m@f#?iGFo1l2+gH9~Yqk%{=+zY8 zrTIwP>C~d;wk~)H2qWiX_~jA24E(;bepg^C>-hzGz2^_1p9DvI=(0~3apr&YGHRkv zVP(_9*U^vMploY=zaAn3`CW~Q_Yd3)!Zj=VJkO5|g=f_>;zxCz00;E?Le7xh&rpLc zN;&&>0t2~WG+H33oO)Kb)FhcXlgfZEP9FP>UmY_r$Cj}xW^ zVc7#G9jU8s#;y!J^Gxen3?}@=W@L29T#RRgI*+B!Kzc`OL!ydg5tiZULEmh!4X#L@ zdc9Ej5n#I(MMq~gV*|#UjWkr0;1+$-@ji{h#B0RTXSi`y}z8LjNpDY z#;^>H5>)GFT6f$NSURKiSlz%6;Xth zNc@D6L>>oW&db<0a!L@PUIIQ6@Q#m<5cbGmvy`m=BP=Du?7u9fFP3uoPF+&`fGt?6 z=|C~dY$f3L^co=Jx&V{t$PLLnGk|{Ls-zjCWX6A43cJ(y$x?zO;<9J0r_NH2rOb~0 zz{;as&gFdn-@|OuIVnj| zSNo`MIxI)c=jExSa^Fv|o^oEs#O)cE3J+3eDYQV{@M=aeWtMWI+dBW;`J4Z-yo@1| zA4>-%QfDcAiB&u;il+ZjmNInj344Q9d$^n=cHdzG9UCuJ$@qG1K9+Rw8h=}P6Sk*w zV0_k)lwL1KV^edc^werdwFy;N7LX4kmODR~d6S!t_qYttt&#4JpM|9I;d6TKLl*C$(*z#xOECq>I zI9s`x(_>M1YW&f!cCx<`bi^wPud|MMC`t zvhxY7Y}}bdkD<A=gdkjJA0-vjVjx6+KD|rftF2!oS zvlIiWt*|*wxpSJMYp_6xo6{z7MZ>*uLqlxkU&2tqOf$F2r&uTB#kgx59`?yhLWD1O z&sz}=N2jN!FBHCy1&lk#D;x3dFY|KHh!(rXQA(2?;dIsuNldSyeiJz*r0^|(=+m}%Dp#i`eLx^*BM3koC5o%l${y&PNvu&&QP znH9r-@Ui_7Z4YZV9OS}j%uS@WkMr0|W0{)ED92%jChOe0Dx^cX#?zyr%`SGAH2z~X zo`&CP_e@)_LAl1$ecPA9l7oYK*Q|cOt>UEj)6&?|IwxQKw`x4OO5NkXGr2xz#F4k+ z1=BZTEtg9+o>o4HDcR*!d2_X5hqyE9OkCe#2b1Ezd2U+?cW;07Uj6M2H0PTotY)!~ zuNQ0^M~@bQo5@^r)sx=B+1tEb$#cfQEaSyZR}Q}eBQev}5^wzaxrX@Dyo_M?G$*dW@VM2#UiTSU{0GZ0Hgweb_Jd`(K04~= zeq0A8DZdGBHePo)G zw)1oAjlE;IZvdLKO{2{xmGe5WY@hM_08mBGM>G7NScdcZj#>y<6ETBvzXe97gO^1Pl?F}h356umx% z8NtfODJtu0BF?scFd|{ukv$G;KnXSetjWEm)^n4t-dpKQ`8iCEy6Sdhp(F^Q=S$hr zr^Z38{51vD&z+`!R1>c{Fk}^G1r17J7n3I%zy@x!=PplDLD|)=uJm39cA9BW7AAZd zHow&str-6fMqW8KY_!a6Y|n?29w9omnD0>9@CB7-SZKQX6wfQoSeTg*{o(6oY-(P) zPV4$WEcL{6<9CrASjyg;eix4Q_x(D4wF({nMJgQ=7pqnW;xd0a>mjN*PU{gnFm8! z18!dbrh=JQ-iy}C{sMc>w|hpVi;%Jm){ZEwzvez`P4#aZ=2tZYK4&8u;(LuLw;4-M ztf9^_rtDiI<;%+NAY&Ow2jt|11Tbma4wO@88Fg=jK6c)vo)@xxb;C%lQNNiN!aPZt zWpuUAuw_(IXBlTU7?#Od-J;AgF0Kf(JM5JAA7dG$#$*!w|_j^%2u*sguY4;_y9fZ=^~tK}0I z^tuXe4ceRaDkBfBioek-=H{m3pD&#>b&-sD1Dv>SoKnSForb^Pzcs`k)R^M1jBa|{ zjc+^2Sq2j8w|3iD3q>lsg7~G#Sq2&@bRJa+%-0GZs#yD6+(JJHP9XIH-YPd<5$iY) zBT%_1{lTv7pOT)Jr2%^A)nkM->)KSxq;(> z`b#hZwUXPNNv}^k<6yI1ax4Ui{x}~)m$+XA^0UshJU3vKTf$Afn!BWVA?R&mvy8BQ z$}*4{jCNk484Oi}cE@%nQ)U^ok!RxRPkjmAEty6#RZez0`SLPBll5h@pkB_yfjZrn zZ|FmX$1|>Z>&4;mxtht9v4_F8B-MV;(yMT7lY)=?^jb(y6R5Y3+lD>*96wmTS?bqFMTs^Fq$07nGb9*$HTPibhi;ZRZ+ZRaeUdUD$?WZuWIH z{90Z}NAiOZF7LXW6(t^vj!#j<7Tkwy5?crnn}>cJZyt z7+srpPaJm#b~N7LOru#VrntJ~*tmO3;9mJM^>&jpaB7RqgE;r&Al4?>Hez}M9L`PK z?6yc1^L(|!e#?Y*OrCFuWx4B7tbf~3f67wcUB?DYyZxVIDc*Z_d5GjvXDN1a2fN?J zQD-UsXI6Wa?V`?7)VBQ^OF<&xwEQy-AmUfDb0cfti&5wZrpb|x4E*cp@3Gz^m6Ka1 z{Y{HydkNq_z&XnF8QDZxN{MHqw$V+EUT@*6!M^h@mWx31{5Pll4)Y;CXAJ$Nt$*+5 zu{+!RT?K#CxN?}yv$`bn<6kz1BXbppr96LnOZL^9t)%M_kSE7sDTfw&DmH6SVkt7M z0re2f6)3!UC3Tka=(U!ff}%SNLs`l&a+WeNuu<3#ya^l}zYjP|K_YUTeJ?b%^|-i= zE>UJF9l5P}LjswU;{rFk&coJpJCH|vIzyL~rSyCqzD288lrl@187FKP-df`OKE>IB1&qHEoGLHx$4X0o{NVmvy=hdyR^I}P5&*H;yUWW zjQxHu)RLs9tWTD+WX-vE7isJ1f{>g0H`?9HAnj{l@=Uw~YndOd8-6MUk~*)5Y*1^5 z5SN4cg3CF=MA)n$##(MeU4a-9F`(AdWP*=Sv|@uh1ob( zFwl%TOJRKCYn9CNrOZ+S|BtYguS@=YUI>|2BdL5{fA^Sce>F=9D_q<*GSL}JJT+*y z#Z*;r47G0O8m5d1hkCws8u|%*Ok=twE{l?~6ntNfzV_|t-&X#gvXsS%c4_xlP-iLc zg?yf*vX}@NOF>uhviIxAFqQU-E27R)GPI4Si3r}LykEzF%AU)5XMS_P4%%_bEaheZ z92e&=r(9#}^GS96gcsCV%6?Vj^aU;dIhNuZXZd&^lR8T|-J{Dj!oq+Mfh5ypf5K8; z#AU3g@m&K(17l_kSgnHD&o-UTFQtIdc?O%@xl;`$df5+WMjz^BDeBY19`W9)f=M2+ zA|oa9;NseMFRpoW(Q&hKLQM(gyQBfmez8eb-e2GA{q%1QK{Zl|#Hu+gg*Tn=V(1D= zETv|oiWL1q{Y!^A!^v3+sv#bgG+`fBHx2c95(~WO-d$Y3P>*6+=9;}vuYo51xY$Rg zF{z(?HU^G7IUNgmXo&1(;s3-^1gvDl>5gmftq=Z`1Zxm@K{IwGJ>R-9{O!jQgCPKI zr-&`7+>oWRL6_fMh6kt|V?DvkLA*_xUST7AbukZ=(WA~%&i)@^DN{Z+DCX;>P-ZFf zT(gCjT{uXYrHIlswF^(B5j5Gau#}tIr$4*8%K-T1t(|ziM;!P&RgZm;FvT7(+b3#V z+>FWQm!9G}XNPqsee$cyh=GO5&B59cZ{UrTMYw4EZOlw5z#_-1qR+gL>^%Fqay*wn zyJqN$?)9&+_%mH?;cq+pc^rnS4TB6gk-hJ{p#Ih<`;=r2(l`tvSCi4<1+yQOkC^mz z3G7BbphfH;tZ79C94DW|%JRJDY%3Gkh06KwARWO2l8PHvOtXQr$Pdz(cBFFFQi5i! zp0e;1m9ySJD#!UcBQFbWCc8op9=E|)aG{@nqx(R!$qKFUJQ~1{YG9rs!oH=5Tv@xS z4;W04@;ROD4)_1j&h@12oEJQY-*@#cC`aY!ohIja=ZDf<7a$=!!9wHMCo| zk2U5@J$+M*KWzhc)!Xzgzo7$m^!D0^*6|(KjFntU{xMC!YAsh^S*=*ExXyta@`QKkX!ZDE+I@@X~J-U4;7ea_VSugWA;P;h zoiP6mmf>Y%Q8Z*bkx7tw0r=@r+lKXCpCbrm8J}m+uiCs+@3q$FTXlMS?pz3-5AM}_ z-cx~<3%C;}2Kx1WzTWSiR?Fi&kPsU4a@_E)-uM45D<8k3tYd^#c@OMc9wZxxk+Te3 zr?TYyV}=XTv023_A3GetOX|ljGHwuST>bcz)_x?f2j;wyG8t{{0H@H}Sc~&X=ZcKi zPmNM<*un}#jy9WI4%3{o_Ow(g^gd2@gBV5xDA+A_j= z1mxqI#_k>{t$#7#%sOwFf-I<@?F=S8pNQa;JmDcnDX&MUpPgSMd;K5`M$b1bxKE9P zu9#Z3_UNXsE6UZj%f4JMxNae~Zew?LY49|x*~}>P))OYS?j>*Fs=bX+Y^mq6|M>|_ zJ9x;({NXLw>CC9Pmr7q@=A)kTXp}&XiAw#gGt1t<13wM^ zr?;IkkGn11TXuI~hHf)9IX=A9&(|aTs+Et^L?jNu$qTuvg`JN#rp_`<)+;w{y-A&A zoLVqLC1|%UWtK6psbTQ-R(Z;KA=i0hFI86_qs%f2`Wef>H56hb3$XVKx%J-~SG2xr zTn+muB|7hfGiIZ+vTdKo0&r+hb2^-$gl)4ZZZT7Q4~=^>B;ub+ld_Dy7zWNb`nL`9 zs~Q5I;t&nN$qNb7p8R;26?K-;S@BfuX(>6&Kzek_`vXikGVe`ESw3}^5ui}9LG)?> zD4{lt5V;MrVCf_C2MxLK3BLjCNwV$~=^V(JOBn%_S;mQH*8}xcsI!b6<1XNezM6)nz zY#ZQXl*X>k?pV_OLJ&Dxa#TI2PSI!wW-Le`)$r8Imn3S>=)u)7%IBr=^fI%5cD~)^DRQ8Kk|5HQ)dKT!4EVuBN)9A)9>w`M0#H| zuF9F%X{8f11fH*gGcWu#`*+#-E5ZGQx%>*t@Dp>ATUuoRjc>edw;vaW(Aw>rQzoil zt->dbS{k;4OlH8*J-qE$gvrab!CjefW{1DmZOQX`-|r!-a`A$wktwuFIL4K<;5yG0 z_?D${b-GP62Ib~k?OfmW$vFDAhWb?-2KRFCST*ae)FjD^(VdQ860TAuXBmhbXYcWu zK2l6xVPSYDiQiw=ad#epWgv28t6Aq8{j_1)24ya2kU-?#-X!he{Ks@{1XbRvJwfGO zlgr(^wRx4P=n(>~!%Z5TO(2?qVX>qh?s6Np-LG5+!x1BlRzseF7O`%-(`m(BActHY zjiyU_eKuLsj87HVKou&-*w9N`hy3e(E~+dk>gREgKd@nBXe?Vq^So?;w>yz#;3Ec~+mQ!EH-Ev(-AuiAZlp^%h$FTL zjb)4Ab1Xh*B68N9Iq}dUBXqp2>m<0%K)Ol}d6j>gDbcm2BEcXhiO5YLmz#WTQJc4H zF6f~{A!0khhC${|`kBy^_qc^|ZF9v4eH;yfrLLOP% zME_8?$_j(M_>E`FwR`qz2s{pgd~CflvjH3}xNmDbDuUJQ@8f^WWrRpAqFI~=DvHq+ zUfken*DQspxD5Nqpp#zT&M`^aFLviqu76q5I8thEQW1=>9H}25$ql;={VSNh~oywjgA8PT#o$u109Fz4{#i&jsKM62t&v5hK^$#w>pme@urud z`;H*%JQ$fXp^*27+pZRS?CTOb(qdi01I3Ljal^Dz~7 z2-43s#y{P&WD5i#atvK^Z|PWJk!5PrX1F{HzsanlWdUiAi;-`uy13XAUf`;eEzajh zD#!jB-NbGIe(%|@|J`~FL=pLqT>B7sxJunlB?UsqcY*K!7uif$kAY~Kvhox4pmksR z3T?XwWwv9GYks`KnL*h3h%CNQK9F~DxC#Rv|D&B72o-!#jWM3P0^6E=EB|UG253z- z8f`Y|{T$#Urf*kunX-50`=t6sZD95tV#*IbSjg)=-JV7{B$c2aB5g4!E;nY z{6aiMzI%|>w3`c|5|!IPu30P;#+r<>OeOR%Tw~%U3OW+l`;{0kn*U{Qb3PnHM^Jn%ynJbGN|U){|y_22YK*2e6t+0D`Xkfud&^?~DRXEm@z z?c?`a@v1=?z52i>`h3i?qH5*S5rdfY&wk1={KJ^W(@vLXb^QpX;wO)CUNEHcd<}-b z{=WfL{=nU!W&1RMwT#i25x`s#m;+BHZV4tr!W#`q3*^B;$)5t0p@t_5^SeZ ztI~}iXDFD8-)GjbmPy)0W<8!7E+LyoxtKMVo6lRxr%rGaIUnN%li+S3tzim&y$qje zvo)K?TmuJm*1D5K+RlaBD--=viUGN9)=$qOmD6!pHbNmY6D-j4r6dvD4a9BuzUjM! z+xiCia5#V5|Jqvz&v}apAzCsOMjw#uulc9| zq|p1xSkz|#1YH;+xT2h@DH;<8V#h?&o(!ylH0QTzDobv_@GeIgnf!rtyeV63 zE=^Dz-T;|?Yh3i^{Mc%_e;X5j;%6)aheTfkA?khlnx*LMU1p$st35gXRf?7w@3}f*=v1tOYi&mWlFv6X|~v3(Hp2(ZGS4+?`=~*cQ>foFi6kj z6x%Ag*m+y!ojR$8K;$^ZwrICvcZHuALb=$MrB33ej&>f(o3QUXGT0|`losV;Tb3!G zitY_|Al-x=?**(Qotf1G*JiFxeDGv9!A&8X1Fy_aH#<9Amryi|OpaE5;hd8Wolv9; zcQ^3+j~`j>M z+FIl=Zf#m1Z_aG&4b72fIIGx}>-<3OW~rB$x_Nu+{bQFfc~R#@DGORL>!+s-_;T7Y zW!Zp@mboSn#K>HtX&wd%uZJzGdvX_E4tT2FxbGd5hktywAy5T#F0$Hg;@FO9r!?}u zTAB8jL!I(xEpivPkV740j!dymtpm%5fgWdU$)OG+M@ze02c1e&Zk+cGhlDvlbOPfc zc?y)G#~A%vyTc(4m3u%gM_*m)vBdK*VdUd;GaeAZt^MzYUi5FsUr{?}0jqH%L>s zaT)H8i~1|@=P&9Xa3Q79%-QbqkFRcW$;U07T4y3(>2tsV3+l( zj75cVFsth8buJMz@bC#6bX4~=++BHTw}lKZeMb9}EYTZhF{k4(XRf!^V6P6ZuUggG z3GE6WU2J>{`-D125AKNEdovMeZLdzrr-;+f2QkNwpHlS~+fY+!g7mSm#y7lIlS3Wk zfeD1<^uUor#%yvqPU~bwW}^y&4QGDVP{>tS=N9(Ba=)RqJ(Hbb3i1Jsrbg;bbVYyIJY2(p zGGq~ddEe>k;%90<7uft+L!n_JnIH?u_M8!rvMCq_BR85hDuxgTLNqX)*W(JfT&t1} zKa>IJ{x39|Jn8lAJQmbE+d7}JZ5cB_fDz*5NGLjow+oL0;m?JA+n*m93U9ZKKeh0F z5PZO6*6a^jqe$k%Rf zgl>xi7ivR!klRo*HLJWKq=NbGb@F;R>oc@;o+yj)l>RSEVs}E$ADbm@5bS=c zVL+asgUhgvoDEo7{A6KsCMA}{5*1@UjWFeRxDpAHNTinb3z6E47w!hK^jtverP64s zq;tZUsVnz=_Kk$0==ly75k@HP?XVi@d|>=pFzZa*&zDQX73pOK8IXttX6FW8lcuIt;V13k)w$Y_G;FP(?H;LI? z^nZ0J+7gYEj-f1;6hCaOu%p}mFDywb`}_wbaq28-t{T6fNe(5JRKv5O0i-kSo~%iu z&XTOkZ9ClKV<~Gk&eLTO%NmktjPJd|f-*}Qp?vPK%kXN-EJ>!HvLu8~a}tugREF(r zG^5Uvo<5&5ey7Y80uv&84t+7GUtvj%wL?QMeRjgWY|ZcJUaEjK3#Iyd996-z5=5Wf zHQGX8MWMq|EZ6e&&60S=2d18rsDzWV-qfXqwD&Tlzl$~_b1SFVSk>bvJ5>*pvm`{0 zQ*3M-PxiZa<4q|S8@qgfd*kiHMwE+<@l|w39-&!NE;css^Eb;wHd4P=Y^=SWP>c(= zb#S*Fxi2(!u`zS`)Y&EP=#-0%nH;Vh+a2pJBOS%Zz+dl}12>%bVfWh&8&UO`ay8O+qR1DoJ@F&W($SgN&*KnOX*0qKI0-tIV|OT& zZX{N?o|<9rsREXU!=kyU#6e=p174a=DO!I?VCc_eNr>9w@1HzNN1whEGZ z#VeH*_{%T<9?LoOgzrPy(dFRr`e;^kxC~sv><=&=%3(3r=X>nt_XMufr$r3CUt;M- z64%DAy#VrOPf8x~XodA&{?h4fH?Zmy1^4&XeY2c1WjX67UQ7VLlUH`Me3hiny(qHw zg;ecdrlF7lARv(R8R(7n+;>IDSq?s@vE-S@Dksp>9}5V2h-?G3*~l*n7ZO+w@~I51 zq6a3X>-)^PxfSN2a+Ap;o*$&G7x1%u+$1UF7c0pNrDz9Og)HfggrkUxrCA>!#9`Ov*y2Fl@GyY`Z*4Rvk&(7g}t7_sQ3jX35|xJ zjkqH;<--J)gP;k<)oRu@r3)60_+}CTW02cPqbZP%;2Nzig}Jl63G|-q`skW&i}y`C zrS|idSNQedk!s{Jm|^eUfYB1e4aILKgFNy9E#wesJ7b^k5St-cr{;t{_nn@kauYsi zC)Xz`KpuKu7>>V0oAq`*d?uUGoumBz8(^u3xf@-MmHV(Qy#_++o|!uD@8Ex@{xur`~g=6jlGOndRj z9VHn#x9ubInou^-#4!LQ>;)nCqZc9 z8Ec!f$H-X@N=IW08o~3rn5<&@BFYIuW*>Cl<`zi8GL+>ckZZPag5}Na)xO|^7)dn7 zPJ)KQM+m!PvRRJT{}Gn6d|UrX5F%qa76T{e(1ht&uGfLi*$31?3s$Lk%PL`?5>yu0 z*R{aHnubI3WiS1g<@9PtHp_8N>e70oN6vB(RqUS=)&})O0mlu~$yp8}N4szG8Zu&r zhZtx^f-mZ=Xp?&@=etX1XOu;N1R}>6O)giSJ=`dI1O{t+ubTA_rX^v7;{HGD(};5d zPvHF5ZtFo6nUv!$PjerQ49G5qk?8qovZQmD)!vsbFD67wL!IR;-x@A29cx56 zFKFQ(upD42L}d3kfKR3LsHAannBk`FsX1-Rkhx!TidLpCHqBZjQ}oSCIQPm#T=953 zW)QeUYR8?|*tPfJUR!+fG3OTJc%IQ!5IC2Ad3MkZ7?U7U-J(B`j(4T(aGKkO5e=|; zSb)RDvHw?!z5Qukkm{4Hqfe$#XF2g}9ye`Gr_OTXytB4>CsJoQHmdWtgrECOmeW;E zU@~M@Ij2{Yl@V6D{T!)9Y%5M)(COe81J=!>&T{%|UJzn>agv%91=EVLd$<2%c|iyK zOXs=s5*g61u$*rf)GqM7b;5>@P~E9IRuP-3-Tb~lZyt7Cxo5`p4kF7*J5zW+r1g29 zc|mhZBs5mXRQ56)$;0jiqbI!Y=W&o<)ewlEkE=v_94r6jmM<5t`E+uYgUp?rVrymt zH#HdTc!}s|dT;T6A@Ryhzjl;78;bUgT?2r4=;fB#Pdv@uG5`So?giY+oG|K~NKRs|-q$Y;k78*mH)P{+g zwLW;#Lv=!g7q?+>c7*(FL_F*HMLXGV+P29KrlVibiy}QA{yT^UV7*0TIr#TjM^3S| zl`{(tF!tHPH1vErV5e)J$LD75Xd__C*%U`~`{@SrBRKdiN@aQJCVud4l! zu3R&g^I_NRAY)d(&aTNW*RLBx-L@9Y-s%ekDm7d3oYaF+OKGnMB_}WEnPI?E$;IR>2a)6C<&-y$4cNiTuc4ZkqkYUH_QN{r zc{%NijlQam_a{X5e%26Z9D+t0$6Pq>_{D?QspsV|Hw0WOd$FCMk;pVl*K?zW%U@0s z@_F!qfk&zluaT3NGpcf`{?_+@56eNH1H0JT0>>)8Ymcb2oCUk{xP!E)7hB^=ANvJ3fVZd*W`(fHVkf@z>qyS)0Of(b0&y7H4}`$^cOe_Xq32N(T7 z`ZDSj@ zNKOX<7n!J8+{1vB)czsITM2Ke>p*!<&4{@E*$MXfilbK?i|_ph3^GrmeVd1w0L)%>~FCg z^G6$)o9}(j8Tx3N_u;q7;6HCh#PB3Buzjri_|v!Rn7za^Q?GM3AnW=|d;ZNgp=5BZ z+cK`_fEnrTwOYzexBRkZyuL5@ ztk8CTJInbj9u~jy^E%2b=R?wY-Q%Zis1$n>kd~>3q%4hXdD0S; zS&rnqNxaiO3#n0!Fn7KfrapQ0DKJ4b2HlJhDMsgRHp`i#)jx~9A>JTojqAb9zsGVO zE%|7bsp>C>+h*Tyk0iM!{nvd&H6^=9TwgW@KT_i@$V>dl{eUkyyxrQ~lBTXT)CyY?Uh7idUsD*U5kK;z=UI8CuNYLmARfA}`e} zX)gOV$}SBY|8c$}gcWN@J2@;TMlS`s_Zv0d#xLg@ru&3C%UQQ+=FT01@_#cgheks$ z?^kNPC0(9-%R-Vm%TXy`y=VGL6Ur<{^$%E%gwVvJ47)XOplG?;9VNizR=E3?b1wl8 zAw?r0S~?b9HCAU~=pArbz9T$b;sj<;Rn%5`upQIL^c?+s)m5w^BiZKBq$-%Z-LLBT z)f@1sZAj2c=K*xQD=q49-BBvg01E3a3^5y6-y5;*-x}&yBel3yj|@~gyT;q0%drEC zc&W3T(aWyoJvd99<;ck0YHbXr&T{DQTFq%kev{=eFAI}6 z4$H~%@!V0c^zUIgh;79<{pL9qlsTwd;UaaGlM}!*GVn+VW$({%huSv*rzAp={l07# zG*auRko_z)!WlDu7!|*93>|w~6wfqF*1!}-P33p6+(XFA@w3a?tM|BXmXkc8bVEl| zC7dcBW%&HrT>5UWjZ&L<{}z^mYX~HE&&kV~DOA7e{(U;Bmx0J}@^U`#D~#YWHKv@G zGjV=ofPtq0<-D9sb74vP(3OlM}>D8bbVqBea)hzScoPgxj1-rE!vE%gVEwT(d?5sq7)Z$Ye*ytzAT%WIP z1X(GgJM$$wu+wQ`b@S}Tf{yzsk%ry-L8-KPu%}!*$R9kZkf~jWRmQZnY8#Hl)@qd) zzPD+^oN7Pqw*BJsm$RHX!((3**pjmxlos>FUI9kpl2{E*a+ZV0)pSK)0dMJ9QIee@ z@MY$YuEN+$zIwgzV=b5Q{SfFu<=n~TXblOiD>l0jB73;T#78*N&az}i2_*A4@7qyy z8D`*LWH&b|gtSN7I_z$Zsg8qvh;c#t96%~3dvcp#&G1}^M}{OVVmHCdK{U(v8f#%k zJ1U?5JuC-#4xAcmrY0&!USFcla@sbls_J`D&&w%#R8c>}?f3F>${6=&k6B;=U2{Yv z^4+FDlb+-GOF7oCIbuh{JE;^{G%;wPEYE1VjQ>dq5#u9RaIBYT(!FwQU+BBlsVzBh zl}F=U=S)?O)fU2O& zv$1Y443!&3E~mAsNg~ePt2bx%yIvG0#9`2Q5q9e#qvU%3abB*GbCszMDaPV@2G{EM=C;M2Si{TTAXd%6+&JP zB1gy8)`C>-mw89i64h$ZB5O6Nr0r}~JHJ@@RDhZ7|&2ueRNG<&~JuJR4WOFeB`!qSnUSmz%L2bK)w^Uo~STK4U+r&GEye zRBv#Wp<;-eOF||z? zPnqTTud02R*cwWi<(%)Qc{#|y;jD4pzxDT64z4JEW-?@69WIA^Vc%bW-?)b?FDGE( z+!C&{+}Oy_>`9I?#!xglY1ca!VJO~{T0fh`a$KG~7}9?Z3%~{M4(ua+ zCF$JND!M<-ZfiE>I;{tn^ZE{K%7=~U`Dj)I8v<=-*L*Shthn6@J{r_(tX-a#A~;Q} zh;ofJFZ1VhVS8`4s+wE| z_1vfTa?X19JM6vo+Uv8|S`8LwRhoePQ}KxVeDD4xEQj-!ilN`EtFmkMMLulAV5ArN$(ca{Q9NG|B4uv|jxE$(b(kw?d{PlD#x8J8;5ALU; zj}o7_{4>DueoOZz_R_yCE~j#}$#M0Np~dBFv22@M`p^NJ7{1^z+hHZldQ}z0__;E+ zbiR{H=%>9*ET?Qf??^e7!E>z9mbm&p(RT{^S$Q>uHRcJi2b+6|YG z<|sAhgf`5jFV+nlOQT3vu3BMjoV#R}DTJWy@tHB%Fv$Cp?4-ZH$yY16{0&TC9FCs{ z=$ zI3Uyy!g@i?tZ+s{&Llm%aF1R|O#NMa$jMjJu`J(cr9%2Ds&41FaRT(ZJ#Pyw&x~$6 zj?ES22%lNj02^e_jJmk06I*HXZTHS{O_)uz0BO;IF8ZIJnZ$ApUY8sKdUHVyQ9+bQ zCngPrkCcHk>&xGV;7`$t&#xy#95RVhVj~E9IDTnpb3c>G+OFD5X?tKYTt?fAiD1%D z$YPPfl5~|0)wlQjzAR~7TJENbm*iQ}gz{aUK_(AK=Xg7oc+Y3k5OchVWStN>?!F0n zdB?oeT{<1MvuwB9<7NUAuFXrD(6Ae;JG=gaQAI6uxW`NSUp|4^<$nr~b6!r>Y&Q;l zQUyyT(sqPNW)NqA>*oa-_a)Q+NLLtRhjiW#hxjhPHBcXV4xVsG@Rw#8m$2p<}Ew$DJn~nOUA_>r=hM6;`0_vHLQyB*fN} zl;nB>soAenrdWByHuSkrHxs^xapmXinzy-u1}aC>CX}n`lb+CD9Kd8-4z@!NwW0jX z$(lpxIHtb$vYI3^dT|LWl$b9j36jbj#9E2g8Q9ZS8R29mDL8GB{k zg5uT1&4!MV*ha_P_<26NFdrVu_K}l%lx`jy7kl(Hg=*CJTEKl_IyUirOQQ1h1gvw^ zrFk0RHCWnc?I5X&cf;IM{i`|Nguc9*$NiivSFU$k_lJ=5Hby901r46$_> zaY1`37xn2KA>3$8_~$7h#>D*6Sf37u0-Xdv}p3d6tx-xOBmoRIk64 zCFxGIKE`&-0yrv$^m?=42d1o4yelQ`JXUuRn&9gd%a#65 z-v00yI|Y~y-|Pp!8W-f;f6qbSEqRu-C^_3;zdL!Bw7JaZ>gmJeS&|d~^~o1^50NG1 zUKt`wy3QnruZnQTEMl}X;({i+d0kqUP0W%IP2-a!RR_bhUJv3=V(fo;x~EsWe^1HZ z#*+H|(hWYB42>np24CM2Vc~!^Xz&%b6v<(2`4W3iepbY?w(};iOxw-Gl4@R$lNJ#l zoFz@*<-B9I;PH3OV0kd-tW?PBVeSX{Sq*{jOF`Z^Wy#7Da98t1Cz})y(q>$b(vP|P z*`Hx@7Wd3i$5bH@J)!YlCO-&j`#il65B+1`tY39fA7YUcQYaRLb9@ums6Ot7sc;^Z zGbUy`>tf#*tQPcRn#=y`2f=Lw`ssbH(iuk3D0pa8DFAQK_Hu0ruQPp2&*Sdx>q+Oj zk1;Zmm@s;sQXATyvF&$12(FQk$4%X^`UC{lTN+LXRDw=4PN$c6pAg;*az6T>m~*@# zpLZ>?IRSHB%4|*4mEaB19_1(6yX4!Dv7+iI)81yH9daP+kWz3#5$cilXm5WmE@Lh59Wl$fRF-(Ew1Mu~LvEbH&Yb-K840wDNYnK#n&jLd&PK(WNczdQ+ndq!C6k5O>K=t;AN=fv+LQls1bWqAg2nEGk&uiZ+K6q zzivLe&?tr-@%K16jn@dy1nLBNd~L>LGHLRB z9oHdevghKfXS!gMw0@PsnFvh1<;(kJ?K`pOJ0v1sTC#v6i=;>4g|AR;NOg>wk%lda z623gE{4#dqTt-??SQnQ6+5U`J@`K-;37>m!j)Sj&eg~*dFy+%iaQC>VBO=W}h*l9B;VN z`FF$xRerhi>B@LwmV?+HlrK-#P*0nCo#@z2%yJMp+F_yDR6$Ev!kH2Y=g^U+Nj%cT zDsS4{t&W5WbUoZmyxt#~E*7)I_%M{>uXW&0NGrCwb<4TVhgbBN|j z_HvV%-kJWScS=2S6?(`UTnH!8>#Q+mTIC?C6$Z>9&^HUcK7kO#{hfF2AKNKlpN`3je z)>*8_stm`D4zJk)OV6`BZYXTSBFbFWTbzi4R~_FtL}&Ixvaxqg7M2Su9-DAZ^{#>< zxhjRyhXs&7&Sg%i6AKmZ5>=a`GpZDuAoqQ)Z*ly;h20Jq_^d`Qvg2k7Y(PIPsNUPEO)?zHS8hQ87CB# z?g=C9SrE$!Pgz@M$YKn^Kg8(&XU1g1;H-=OVY8?pKTK9qakk&$#I!mg(kwKu{9A4w zDx__gnwL$bo7$*MnWp}_9|d_2em2Qknd`+36ljy!a}yvBJqplM?$6j?&K@sHM>N`1EqcA@PxMgLTO zlzX3Dp7W1w%<*cT%T?*T5Mxn#Ggi@j9+n}&t6f6h5eM~aj><&WVqX`qZc9@s(%d-$d4ayM2_yalTeI7KmbB9t@S@*G6&B*ACY z7-{!sT4f=gOa@Epip?m<9QXUMBxI&w$xY9WkoDH#BYu|Nx^7YuFZkNjwI0CVP<#XIqGu`3f zil8+&I9|Y^Hz!l1pIpFlxF%GH*4_ed%^o=^*Q;P^6*$VAoAYjllUyE z>$}V6wHwNQGaCvSaEu&teJ_p{xEK?&Bt+9_ee3RokJ4&Yx$OrDbIc(FmE9{a5zGT+ zThn^3kj|gNlUbhiE&UqleI{Nvb>v@o9A)aM_;bKl5$MPt$f36@(`dpckAq-|=CrdU z&S{sqzU*+j=6>Knd7-}QtCV9*@jXN{ z+O?C{BSwbJ8d8oq9l2B8&Rip~+f~4N?~wNbD#=ji$q_g=son@WF+sLfanS1-rmsp?pZXq(hrdX71)O?iZ2 zeJdtAIk#@5kQY|ax4dR^QWtjo!Nl#In|}8kb7qAfl&jLovm~AuGO9fKq*xN8UXa;- zzWRdK0;E~e$7K!oj&V*W9T&7gz~Ih!qd?MeLEDBYOG0J}M!g`@A;tw|6m?bf-PQkF z>jhaC=wGbZKLz93U&@oek3K>JQ!f-ra)EEA`CbwFDyZ#Ir}_xfcZ6|4|E_vL-_%5S zI9Z8V5ub6kE&oFU*2a6tP(oP>9?c$@B>(gCD4TE< zK>L)j;a=iK(rjQM%VN3k9$_d)+bhpzTIC@ABC2xddk{10<-0pJ4K|_qST_;pW3^hg zaeS6^62u_OLW*iU;r;Co&Xcxi&Vy@6a4qG2Ad?M&TqlDiJ#Xka6c|pPCGj_1F;%c8 z&yth{dNmhD4mB>Qcp0K$=r4Z^lOG1TefBkLiaZvM_v>2h*7z@(|Yx!h0S4*!3kd3*`PGEJ^6g+t*4b|2~$avfDo0!T9EoSdvGq zY7cdy1GcrROR1t*29s7wkl6fH9t%FLmu+@qClgEB(N^c%#XdMoQXVBCR@e4}CEamr zi=0^AHO&1WzZw^G-?6*s13NKGLV7eKE=W~j-l+K!D@n%%E!kG>l4!k=bX?H-I^o++ ziR`4~f=lYf_Avs4r4ZfWU(6Iah{(}SBzHokUeq(W*Ac*n%J~rQ zn7h4wa&KsL1k6I@Xs3wfRQ5}iWX+5u)DVbutv8~v0a_Oq@Qdi?GI>~uJZ%jZmh~!j zCo{E2B=^Tt^vOaz%LC@ccaJiz!BCH`%grWme$pzpPv-YwImoJ*G7uMJQK2a@T7!IC z(37U^YQ6d7*-d)X9J z9zQDEFsTOvZfVt3YwknknDIxid-eiXfj@<7$_GrN@SX0dyMwcwgI}h|DRaca)ol?@ zFT2~Y2R_pL;_IjVW^qB25rtyH{t&{Pugv3HNz8H(F-gkf&tTmhex;#pC#+rY;}hD2 z|C-~irdE=R`fTpkZ!$BiKyW@H=SxhRou_PlH0Prw2q1ElpO9m;61Pz5g!%}3qMQQe7id@7s+`#Fd?3_teu@|_ptlJ*!(DrCs2=9-# zzq$9}p*5sy7j{uyCXBA}W2%aZyQ^@`gxp``#pFm>mf~=XGt?CBqYfP7(}dS4#LXkJ z{Ax65_GkUM@=2qH3EV;3Q$77t`(cWAv~<4A7>Qjy@od+&dO3I(dR94BxT1>9Y?eIbAK*L&6;*RXYU@5`?}e+9=mq`rB^I$|t6!F3V!p_u06 zrmpGx+ObNd!@GFIyRnGL{WWu>O|Z`!_2=B}>4x@_ozX|{J{;!zVSY8o+Zx+lwlY`9 zvz!3chZpy#lVUlHxFGFL7Mofz@+_y%t9*-j@f^}|LE^_$ukcxiGwr;LU>0NiYg{`Xq3YKjfi1$c%|? zh_uSG&s~OoKttpxRARZKX8xZQ?`4BB-n9mf^xf?Eb>a7gj8Gcgw!%2;G>m84mFr?1P2EX#to$WWrNA13VibL^=O8NT_j?@zXXFOv=NSC;cIkT3dvIeC_& zmnf=VD0P=~y&%1LPew*K{e5vkW41c=JKK_HIZdK2=M(h)UY7G^KL2PtB};gJ@3Sz! zssc7adqhR~X>&|>)Xv=+r;@RYY_sY%EosE8G8AXimp70!N!%5)FT#3a!>>ho7lK7X zo}tb0DmbB#`bj;h0J>YWgr##wPzSo+z>m|h8~f7eEa#(d0qFYvTUd@s)3uzhcgeGy zut4_(a>nFY&hz_}-D(@jvmBP|SENnW4VC4@GBKH-@{73)h zjpgV^EHc@*!vQ;Vai#xdH3f|3(Q80t$%c#Lwj_d3!E>Ec^ z-}kz<&K_;vDAqm9J+)+64l)PUB+}z_65}q*6y8)Mv|$jrNE5o;k@ZDBuh-9n_o7Hw z*;mNqsYT@22jYUbW+=1r(!MG+i6C;_#PL0*nV!w@a;udJ5II^cv0UWU)JZ!gyE5gT z$9q0L;!$h+80TdO3kg_oXQKs7LT!;62f~pcSb6p}TelYIBDY7O>JrM0o}qES(s&!( zMCJIbzS}UkMnaw^^(y^&wuM*gO-(WZU&Mhx5r`se4{rv&z5gr68~#1|(PutAx8JvB zdDWB#WAH)S<0Ecw^7aDuqDgT~wj`0JKJAv5y2eTwG|~1VA_w(Lppk>lUR!4wt!~T- zja4qWJa;~(;!|Cx?N7lbrKgsN(OFH3{oXM15wAe{#ew3oaR;#OW4pK)pKiy(T#n5; zS6>2Wxf-^9KCS_g0=dz-b$uWzW3qK*$ZGH!b2;@4??d>I#a?q==I$`}L;S)jhmqs$ zeNBjhngTJ)L5%Mt<7*A@LfhYPdN(o4K}H@Uo+nl4v`IVPIfzHI7(61*VsOmBLu02( zAe5r394q2g4tMM$$_%kgc!}Hq#mS#(m4jR-eK3en52;Kt^|TL${pb)%awZ&kix+W+ zc$5Z#Gb-mmEXQ8kD?HB0g());9>9jL`w_=2BQEF6;vm0nzTb!Cpo%~yKLspX1MOM+ z$;ah9e3YJ`^_hHJ&gqdkg)vb>i_5vc;F_1|`i)Rr9=|?&EDLlieRJoKUk7Ct+{!Wn z3D`DFWU`1_Ar!6Ao~XAp46{3BtM@YY6_z@hzjWuCci`rou%i7zl68f{^@WI84kE{>*CQ;W;n^BwOS)dq zSat|m6h=PBo3EZp#@$uqbG&W1urgoQ)q`}7w?e_l6Pp)Akk0YO$NTYtwVXeb%|tX; z-`cP5FglEUjyH+vJpSi1kCM*umQ>d)>gjWYbiE!2**!A8@)wyjDbf8&SwEl4+C(E= zujdGF((%vDo}_cUZJs-YTe|lo>3Tg2qxT7~%J*i9=lPi&Z*|!|vDaEgV``pj6eBy9 zLROwe#F9mGvDTa1OXKeCg>N5jzb^m$8WV~6JlmGz8tkts_cCDX0+)-PTPwy#V4J4* zO)i}1h*2|p{Kch~V0AvvD(X)3gKJ@R(&4^ztR!q#K~>u&EHSHkw4+@$Hb$^ziet;$ zVQxeHD$Aireyo%XBhPYTJfch;709!ki|cN^Z5hQ+Ixa`Q_Bxw6bv9|1W4meUscM%H z(k$oNKZNDH`vn}?CaM6{gk7x1(r;MEoPi!oG!KikD5AP&#k`y zv7GNq+ibTcxafFmVo^6S%lR%uUk|&9I#9PBjF!B*m6+wA9zhCaE>(gpXnf2mbcb+ZhR93sA5(QHbIhq@>-1=!>^=Id0GG$Qys~-f}v6lO4_6rcd7x+wF+L!cP z>G0^VdhBOMraUJ^b1dJ2xV=$&4oq@?UF9Ht5Jp_iflVdVoY%;+oO)q_MDJwsaXIDs zBc0S+hZ>hdzFv>yPOp0zytZ(%ua@9?f-FC@=$mgpHp)^8%u za*nf`e)*tIp5>@-zOON1#SmFeWGWMrA<`HOja+jh8+E4)crtO%F77!++&hf8oF4US zAz6mxSxl?L`y{RWDO}U$Gm2%@tH*q*odR! z-|;Mv!xA=GdfqTq#QaTD6~i-}m|0GOh7KELaF(+_N8#Bf(;qA+Ai`UJYW(}(*AL<| zhn_<#WUXk1g#aq2D>;m-n;Gr(td-BXCD8`MQ zf$Q}-&$Oo%*`ir=!r&-M!1Dc=jxRbOqF zbPdGNWnFFCR0kpBr!LuCetVevLCAV)kvW&ak{&xeEZDn*m?a@|S#HIuTkzH$;`buRn?O?+P zCO&cz&A?zufnQdQJiG4qVM(~A8hG3TaY4@Ak*rQmvJr%qa6Zxa(5tkranF&3Ig6ol&%&Jeu{)t+aYV(X86&74mu@}qRXz!G z(bg!oOQ&a_++<0S`;ZKCUf#B_j~JXK#r73zRIyzGRX(0u=c>A}w4&&MV-lpLawtWNluV@Kcio+kam_dOA_8IJnb5% zKM4G(J!QhV`+CX!C|CV6u=r1MYnf~)bOhI3xQFQqNoAC7CC`%Pyjyz9Seraca{Hv? zS|vxGC8^w)Z?(Oam?a?^m{Bk2{G_X~k+mMASyJvIY&Ir!kaWGE{h6u-qwoCR^@7f@ zQ2tnSTVJ#0vld)SIUZm=_hi6^08x5q!Q>y|1uhm@$BzU^j>Gnic;!*IPY%2%IA$De z6~tT}jwuLtC1c_bj&3vC*9#{vop{9Inhd4)bKXoCCJATMm&_s!m8^H277NTgLmDc%|3jcs zhW$UMaFAGj+C;DQGq6XEmkkmy4S4khJ0ib&Dx}l~eJr+X0&e}2H*D2<{|A-6Pges_ z$up$Xy6q>R625Sz3)2q4BWQK5Jh{ez7%Cyl2;;9;Q^3Nkv~9^UH&~1~Rw!Y_j+Kqg z>$}%+xv&^}EVm&4Twybqy^Rel&o~CPuFET>usYz;*q3;^ zArc}MoGIFKqzdAfxv;r~7r?p7AfZ;1A5e)BDQEeK4wdFw`%q`5{9B;XXO(GDOS8#C zrI^AXs|+pjP-(&w4z>HM$U~)^*9Q0MmJJaqQ5>1z5Rrp~p z+wF;=5~9Eu$=<|=X|gxO)yzmx>ux0zVtS4|RMLqEoY7&!42Ou`!(cFKFc&Vm{l9q1 z;+GTb9WZ^l!#hM)EW<(%#>BQ|QL!Wqiz8Flx-dbdDHgiT6W_nW6p}gU|FtoF?ijFS z-%771AfVFOcf_#gd!W$p4s!n00HIqG4Jv9rC=fbCkh#-1j2@Wclf~Ma|B;hSfRM2t zUCvHNV}JYmX^!*;DC-Dq5doTf%6MZdCQM2+5>8*SdcA!2J|)!OL!qqtZo}Xj z33(5U03p_L7dHO_Iy+KNp~*wP~XY%Ls|U8P2?`2dTyIh`IgY8ABS zhqmSBSHK&yCA^`t&7JfSVaZM&+PobQ7F3djLob*<)iQ7}`@UU<2h17@ppZsZmJan!5_3){6$7GX|Z9TJTh zPM~;BLuya@GHO81uJjz$>wpF1NgkxXEuV9Z@uPm_r@1HVpE{ zB)2~f07DwzvJYj%PzRYi*-vj4q_Vc&J9+4_Ata-I1Jm>WEy$T-zeJFlaOalgV=Dtt zM&*t~6OQ1GDlwl`&GkVWoy#sp63Qvt!yc!@CQONEasLp$YQcLn{YVq1_QS`0=dx}W zS%L%d0fk~f*j~9Ib}{jT_k^;zMnqZm})a8>rSB~R3h!sT8P`Do?B%$ zT1*w53F0l&A9Q;j;d6=eNf(hE9Rr_`t7DGzczdZhNMTx(D*89Btiq8wS@9hz&zgyZsvW*#2`^%1+PJ#n~-f zSh3+0YcDSi*tluYv+&F8@G9bC*fM(IoLQ%KoHUE-AS|4NKcas}vNhp^L*CV`!~r_! zrb`FK$1qKvKcHKO6ibnuGd&qH`UH=0ltnn`-QzDAE2}8lXL#F1w&;i zT)rsci|FICsn&Oh>NLC5Y=fW;AllveCz?fV<>T zAzwrRynH0HaQ5~QRJJQGXDJ%N zPiB}XkY_1QvU}{ErH05-Xaz%KDL#3mS&GL+BdNn4#4H8ZIP~6EBQyWSuuZmxC`<-R z(G@nb&+H=4QrNslcJQd@koF)CmZWVkzXZxs=J6iC>h9uzeei#`?%NziY}~;GmHJ}J z*c+JRoW!%2iIv!hjL4hYHaJTWwy9=yjDG^j;@8yE9ecm~BYrQIg04H4tULkJo^h-4 z?ILC=xE`e+8HIDowq)6^O{WqT&Ozqf+!8uVdDB2cTdA!BO+Kwh&IA?qE z-L|iH+?nRGzxpAN5z8o?Q{?h?OtbuSCjSM|9N6bzTklu5mMIX0NUr%FmOACdGSY=} z?xqG9URPB3+Y0CS&3$zG+B5~yg>%+Z6Lw6H-S^$k@kf6WCbaELP10WZ#x5OF;hfmz zA6;mYuX9Fj~{BS?U0m4mzo220s}{CtYun%{?|ATyY8 zVrePNthuAUdMSC9GAiiIp>?w|nV1NXrvBr(mopVG8q8)vS&G~eYcuB-9SF;El-|k1 zg3XsNoyl?trW`dVZ-1f5)H7}V_iYt!+)+~WCAfuLFHl` zDzFi%ZL88couCzQwo_vLnOF)kP<B;UQ&r&}0&XIEFAjMJ`g=-G79_6k0!b6&+#LrzN zb4GL~>9`aV)or{RwgixlOR*WIaVdxm!(b_)JO4Q>CEdrwI%Op{b~Md8uh&=uLIdLt zPxqSy-s-3F`kd-PUDT{BHMi$~aVg)m;XqtUkgmY|8Fj=g1=s0x;Yfq<4bMg zh*`?_#^}i;BEm*c`(i9w3+P4Lt|Q^}l+DE9^!sPuQK-v}gnT3wG^Lg}74(L%Bg;oT z^nrKCg;1z=|Ba<+T@y8-=C|IP((hITE~p%3E8(2;B7DIeRi!-A>+KNV&s+!V3&9p` zkGh3vm4VN(^sg~kN=onKSM2HJSql56MA_OG(w95DumNH^Kk6Wp@6|8|ZE=`kVuvbsBjvJ`1#ZK&Uc<>l@!F0`* ziJLhZv4w91GGd;^!`}KcqN%pspnho{99Oxq#*V>J&HU_p=8*5&s#*ErD)sfN+`@D&r$>xwJ|N; zA+i*TH4_sd>Zy!gL9Jk7Fu30Y-yeZ2mKe#-a*OP~+>9hB2Rg-f!iv9l=PmlwXNUne^G*rbx&EvzjAtgqv3mYmRe!a9u|cGsi{=r&cg0 zJKI?wzwm19;4Fpbxf{jz{u5AXl|MYOrSBiYQpkErkvY(qMMjWnnp!x@Y9TR8LFAGe z=uG5ps(b8FSs6Gx57)5tW9fe{TvJ1rlj7ais}?H-W{4aunK-`0MP_!3+X4yLjL1>0 z5X%{SjBs$k&NF!+alZ^c;t}h;%a2Q82`%`I416Kx98l&Xm0dEccxVv(fv&gX*lWTv!5v;?ZiJCrr>@q{P%%B3%s}t z#$c4^_hLD`LhtXuIl}Aw&uRaYSp)yA3y7|Be7RzeXNC$?qwTqz8`STCdP*m|Ue?(i z-ju`nw(oN7XJJfKy1f7Oi&5D0&}bdawFTHGf3cqGvuWGs>E{vUU&tU1~ ze}_%;SoTzza^^RWi_yzHy1Z^SG0Q>b>fFnnS&+W+3%5@iG0VaG2L0%uBXbwFjhiRp z(v${B037|J6@)#G#_wiZdxbgWGEtA?zTtQyv->ItBNsxUEN5C}A@@gpqLvK;?yN6V z4@baPRAn3{UJYvb^T}Qw8_6^hiLUdgu8TYWt_bKy+dEXuq@fT^%3wLc^RydyxBNaV z2f057kuB{ocFn3&&vnVOoWy;y@{gDPy)0+^c*Chx&vjsO;)0OQ_HQ|ARoXd)RoAhK z>^s3Kx7esAB8%M3$2Vaf#{Qy$>=H0f$nZ&*D}^fmF)1yc#TL$ed>rvvd2p5!e3~tL zNofpJ%ig%xzhpEO@6yAY<&d?Z5PuFM*_r-4&81^Kh*=II$4GWoHP+$Y% zc63#6kxzDJ%Rj&D)Sd0HRUCgW^y5Ne+I(hep5_-@chZG(O3&#`4&M?=I@y_1r*pXw zH~GRj2L$-;I>q~gEOL7kni`Xa!flO#uMH$S+r9FEHCN~n(uH%(wjWm24R^XLn1{bCApqJ?B0DF?>u)Wo$SmuSF!4`F8RVaRiBrYp5^r% zQsJB^@u!~xCr!kBHs)_XId2IRSXqcg2+hG3FIf0CEYAb>t+jb<-TfM?kmXo%e92W% z8k;@Q>qQ5gzOzbZcf}>FXo}d?prsC2pTe@Vw5iLmmB*L4ZT9{MAC#?UsGUs1*e1l^ zWowPWR=l3h#wK5d&BdtW^p5@Rg>wo5656XR$+M(Tp_Sr%qsgTG9`W=Yde z7#vEO&qbOgy$^kLZnw5C)2akt_29-lI`WM(o?%7*5SBFVAC%+l%L22vx@Tu$N3b^+ zCN9>1^Q>;UX)ngZr3aT!c&@C49`CzP<$^!_k0pJdr3P4%q0q*BxoTpT^j(O)jvwE% zn98#{P|84+m?a^$2ko%XZ0g5}UGr1DA|VQ~=4o2QtA`lV7eOl7kx+rKBw8~uOEQ+y za9XnLAe19FK%s2^Z>t>ob>4&{R>!wFZ7&2*RLd^X`&oN#$c$EtXFF`&d%5a%8C2 zM)E94Q~v&*>f7F=S<eN3xA8;;r03*qa-U$PtJ!uB+g%#x5Qcx{sK@hrVK5!WaqnX^GZ zSW?YKsTz^xO_1KnQ@l?4-9N-r{Ik*j_?(IQ8-fos0qZ=D-L4_zSyImK=2~Sj@+>Ji zYaPEfA9GFtFYtEsvB-+qe62*Z@4!1dQ4=eIK87xUcaN8}>Ys4%G(KJ3uQgy>N zE(h;71B!E?a86^pk(tm6@+@hv_!=Vr)RyVC=lHd9nHbbydtA}DoFK)6NuO3ZVD8%l z_Qvm9ipd-bWZ#ek*y;n`{i~YxFvaE6oPB)c-1EU%694*LFIPAID4a8Uyp!%d}gcs7Ifk``lQzXE#hmZ4rtzp$$`f zXo>ErN4`uR-oNgFMcxCWa8AGFRqt{1Tx>*zb5OeN;O_=XzQ-o7ofS=bj>m5c-I_YE z*O%zIOxp7`^5ygprVLa#JHl6a$o(-2=S)qEi8+<0O}cPSaL6cuOB{iu3+LFo#Fo{c zTQ#J@IRQ1Qmr9>B=IrfQZfkIG9+t6UrK8i^sTl9#3x>76)!68HUWRh3>p-?{ChN49 zS23XvAw?gB-(v0})oSY}^-TLL-D1XKY{eB>$%l*kWt4WPjy^7!HF*B&a zY$lX;H-{akO7!T!k;|o&Pde{%u2DA1*%=yvK^b+!VSz;O?zcQ>WI3I>O7ei6`>x~I z6~{|)?=;5S?{p6v1VV(YCV1}i}i%HBdjN`{^OxgDAtoTtY>IgPqTKkp7P_5 z$2F{{{`ie&ExYweF$2;$Tx={jia<&cGpEeJ39KB_v zqIN8t8aZ!$jY}S;865ekr>GZu={TOU-Q@^e`S9stS&ae4uRUd)Q(q^RyO>MFckwNF z6D@XC^IZ`=$J%6{R`W*q`kcD|P~DedzRLR5xS%9g=R8FN@+{|N!;y+Z{l;K}zS z{Z|da$g!5Xkflp|IyY&Slf<#Zt37!R=^Sfo*GjF>|8kmijoG9xO9GdaC~<4bVH`IJ?teEO@92Y*41>SZlQQa1yX<`CpE;?^=6+<)}Rf z=3n!anB^cnLrc3>4;H?@KiN=)nC0N>TY96k{0|M7hzQ@_P4x@l5t@AcQ8uA2r*`jP z(SEH%dfk5SK*+amRzT`^?)+rUx&7p7$ z3R%O~EqZxXcUjLxiIg8KXA!sZwwRSo@N9$JQBZxV5i zm6L$^IGh@2a3gV!|6R*RPwabl8b0C|JaFW*A2dz}^+QbI>`0p&-I%jHZU2TNGv{HM zo)-?a<#y*JCas%g#+1EW^F$If&T8SU8oaR8h^Nfx2tN+C-5m1B3 zQGP;>(F%tPlP!SHjkryKj)bilH!;eweOu%o(JKTXE=7vy5yFu-wdj;ym`y0CpmOZQ za#>vLmb58ZOxYXp0fl=Gk<&6*O0VVlmaM(M4@*Hb79+r9Fo3895kqpt;N!Obm?Pi4Fdg7BR+V0_CbL@L%RG7xGE}aFn2GF)Z2lU5&klG|Id5XQbJ&`X>r~Fb0ptcK6eA`- z3^MY|ZQUE8{LE{A+U-=pHQ68HT!b1*CaE@5t4Wl}_fI%7rf%IGZ0gBmYyDM2p|>Hn zw;%E~Pr2GH+zt(h5k}$jW{Pb_W(rD*U?VKPZL`|p0gWmCgy=f=8C(rm$hL;`KAjUq z`wK^~o@ClE3}qh-fgrbYPxSz9vx9p~m- zd1i1CZBO#lpf(dqd(%CS`Ucca!g4L2bG*8+2v(Ke_%@-H2WAyY@1GPNfQ=uu4KwAWdhQdaP_K2op?-APiTT>ix}dW^5xadv=zgSrJC@#D z;F0P67JC_Z?1qkxC3Y(CwqS;T7pPy~9l*b}YMAdw`Bj!9-gzrJK!-fbF$#FZ{`fs9 zmcz*LCMx(Pgl+ar(ky3%%5j&eoSdZNa$YRzj(N`ILpmIZIOKb{w51##X~xy@1~7mg*9 z-X9?ob~EjPj2|3E+M_|ycRvWe%0cE>2Fo$ipejs=B+qh^q@d&0HS#RSW#k_D%>DwV zYz{=W2mTb1=S=_880ueb2xNZ?`%l6r zXbEZF*D&tgZ+J4}t01&#PhT}}Ay6L+T(7z}f{H)8OL}&aR;o>4m;GU9SL(lo<&2;6 z@|}Sjd6pCS!e;x+8KhVa3k`kP zZry^l_-h_G=58R=h>Wl2rZf3(aE*&QDv{L#BQB>jEOY;oa$=T)Tu#@Q%q*Y|Q%~$MJ)JBkJIY(ylVzYGfnBr@QG}~bDJU_EzY|`O3T%{%sSb$ZbvyS~T%zd@= zxg!s#*xVj@37H+{pjftj*L=1&-Rfy-q;tG2j(infefSJhdqg8)@}0L4bGN3D z&hhpreC?8+(Q8TPcsu*1jw5|~C~2F}-1|X#>4IZSt2Uzh8+*zl`SJZdO#Y$2+A#R< z0~&N7$D4AJz>eiNl>fFIZ#jOecAagZ4k^c*{e`~i}Z7Ld>O)ibLVTXw4z9-6O#?brKM zmWbVkof;xm^0Ds#doUwlu3jg0?y>EfC{ioCZmsi$j7wPR9=6(>eo?2wi zWw4~%XSH z#vgNyfLVwf?G&*bn@!7^>9fx=S=)crP{?)ii9GFu9MgByeNI`VJ++k84-!Z8u4fvF zL?bvUB3NaA&ox3%Euu*oEJ<+buKAZv{5~uRnL#O;0ndTDtZ!vmBzcyE+lYTCT_S66ke<^sz37WW(_L?#X<#fKJ zF27BGtF%9LRTm~d5b`m*S70JoTN^5_H;W~03mHthJ&KhxiHTYhjf}LNj^U=M`E&p&XV<^j&>$aCRL{ckLZidoget5rVUI;$@z)u4NpYl!zOw?Cib z6o3AN(rHxgG_l-y&J9;Jgu0YAAeTv@=`i_$(3!%))Em~GD7j1vF@VL$3!)hBB7E;Q zO(XKI%sfe&l|3E#1Z$I@3A51ll6L+SOR8Mwpy*mL8H?pen>=4i3l>+6swpW@1NpAb z^{293vFN?F6Gc7mft2!%WZH{7a6G8vXx8%?dOvI3eDkUU?ykCg%VNGB*0K7_@)eub zV8TLMXNV@ZVl!F}&*G?U#jZw)C)S_!z-qoJRr|c_!p0u9RPNPj8|F6Dud<}+szo{v zRLQfXlH;M1r?ik_NsPE4tTMax{<#_CSyD~K(!v8gq~n5i8hE`m;PxUN7i2U{S<+wq zGIm3Z3leiM;FLf8TnhJq|DiZU2}eGzV9?bVg(5cS2p+$7#6YmCwXXYeJ!!w)Pqs$P z!N#9E^fc^|IwYStQZ8FC5=7r5KT@E_1s%KcCcE=l6JcCX9OI|;yZ`3*^1~o=5M_WR z$=11ZJiSlMlJNZk18>Ny?GXm-Q{yfyCT2-U574?4T?YHl*pFQN;5zstU5yg#Mc6ZX zSY{uih!nzHyo(GRX)1(r2cJLo-KlsD?9lccJeh0=#I~Z$*?A47f4C~E?-v0f3w|_6 zyHC9T#ZBj%TSw|y_$ZFZ9UzwTzFWB{(7J%Bw%uQC2xJw&U`dX4tG2L*k!MM)eR9vn zCz5ALJ47diuKzexmPEc@&;bZJ9lex1OS*1qFeN0+pJ{bVWXt^uOZp(c)_cZIE6`)p zu2XpfNYvZsCo74J!1-watz);59g%fdOlEZyH%JHuN;{p_xP zd;}sIiaLX%QXc$6B0xGB9t@#HMY2BifD5JlSyAoj!HZx=OMe@+f_!MB@Gr&G?-rm-St1ZrB9|~s{^)S$LPoL8<$}2^@AWb1tZ7X>Q`0R)_^61ED4e0 zn>K=rde}8;^QdA0QaRo}Qn;vLM=IV;Dd&Y7BKUiun<6iW<9pQdO1P&wal<)Ou8df2 z9m}}OPG&UV`q3Qy|Kyl#807wZX3+0X^l|%#+2LVKehH#E5O0R8M$&b};x3#tWtwyU zYQrGc$;j~*Yx3by?^+$g9B=5V;H+IV9BY`(@@(}vruP1S-QRsdS@qJ30Zg7~{JL-( z8M!}3jyKDb`>(hsZXliG?Owm$s}I=$q;tGYo?Z2+DRAYGa=gXPkI-wPHRNn$PyY05 zsR*WB+ZOyfV-9xk?V~ZJ6Em?5Y{64@uiIyYTncZ+i?FomCgFM{V+%xLxvR6=kc$ur) zoq}QR2O+DW5F3WUl1$vZd#;QpW=V+0)n{zc8|c=NU18-z%#v{1i9T{^zQI|rg0)F> zq(wORq5E2XB7>41Ra<{e%~@E0$k8~7ZJ4aLvGwy^Q^5jP9Ro+IK9hz*G)iv5!v_%H zmyk5S41)kvj%G@@s=I&K$1qYNpD6;7Xyl)0%8fHTm;t7LYEO@8#~$(?7%a)I@{J6y z-|xeckR5xJ12T#5ZTs0VO{sq$OL{lSmF>ZWp|Pad2m358_3MC_-h)SN7jkpX?B-Hl z@Hg_m*oUgN?rzTxmJaFdiK>{`g9(&#hEE%37Ml9^@2Wb=-i|$NX(KDIYzyp?YkFT@ZUzhUXbQ| z4S{DZ+u?vXG8C1F{UjovWNPnTAYU)&`SuwcIx9|+t{0Say?M-rfMC+~f{ykn-R`;T zOFAAVHds~uL#H39dO^_+B^XVyqI2~MS2Fd2Xsc?ULk7#rh3$$oSb|Jhlqw%W4UE4v zM5ELHM4Tr#%(7wUmj{PnG1}f!A10QBXedU#pjN)~^ES_OgME0z14kNh{chQK@sE}_ zPJ$sSN8Lntf2uRymixUs2534V3Po{HPc%xqg+6t=HdIf>?3ce8$6X`~3-x*g*0XbC zySGa1858af7KUGCs;)O-aP-O{`@#gM88uSfYhedOO|~->)`-XKYtt5~sMupv&-i;B zhh#CO#WysSKeAGT6SbdTPP>e$x(g=jV^Nq2cKc>v%@ZuP$JMB%u4|avQ2&p;GXcwK z`yT&MGK3@{Lo*r-g-WK@O9&-NDT$IIN|T|;@D@!dX&^;HgE1KzMD0o?A&CqX(xgF? z2AT4Id+$B$uk+_Pd7k@p-Jj<^&ehv`_de(Bz4lt`v)9_c%aVqyG1=)qlQ~P8w@rCv z-YZ5diJOiOm z#dT4ZME1L*pB=ULBmYI`1$o5z4Y=$kj!vAso_jK3AyjE@d1Y0{3tp#6M}_Y#fYOk4 z{Tzoj|MGc3=l^C(T{}|y8(t2VCHcph-YH6_XGxfK?VB822jc=uo;Z!CXGxeG@o;f1 z3{*C}d?hmsd@yf?(4hBL)?_?3$TbfG8BC5nkY27dV@~CYc{gBf$B-ufq)@#a@*~c* zA?iaMZ0z<@!M<+-gkm2MDXVGMpf*Qs69JS8_;w9~m_#f0?zrQoH6vpw=M#M&hxwi* zotc{YMdvVcmShqwX{33MIZJvjY5LNmt+OnNAaJDjD|t!1+M#@nB6F5>uC;qF{SkqT z<4nK9lHyKZZdkZ+Eoe_%-@I605;EZTa98g$0b0xx`h9ZVk4giNH}Fj=hLppWkEEAI zBI`GL#`gxlLA94v-x^#?MoI(o+vg@0L4JeLwN+0)cCxQQ6PsgA@(mYp*`N8>nj>N$&y$X zlbBlNT*V}Dg)vKd*>`nabOk+2!Zb~nJ}(HrMXN&XyBm8)$wX5iD%r2;ghK61$mliPSLviW0rI$s$iwnkf)%> z*JD3%<3GTX1aEQJ4u6=6Xx3*HCM>D=CP%KUbkwDxPd=zw;cO?CT4N52pZG52$hGpl z@EmccMQt@McZr?}Exj4AUs$?PtzYA;_i9&mr_WO znI1Rgpbf=4p^LccxJgRBe5A{G*T3(Bs8DgE=@fSLy$ypsPsMu9^OWpicTmjJ2!@fV zlpXh}6i(Swi^Ugw)4x1{CUf68y(S-oG5B*~&!M%oq+Ci@+V`4Bi7U}Pmu&yJx8`k$ zpwznm2}|O#PO)(c?xuZ~LOuB)I{N$K6m36uiR?PCX0j__!;BL@QKyv)X)}>2eX@kY z=6*!C@i<6oUd*XP!LsBjdorC=yUC!b@8V*b$U-|~^)7Y}X zxA`=(w>)%Uf7IQFS{CE z_Az$8P%<2Pm33Fo?AS|tWvH=~^DX#ey(}(E8r9%krQ3s^C1C@ZowG3;bb1?pS>Q&` zlCYT{_INV_r4q4zhT#Wb{&4IY=U=BCIYe#9#*umJDYTSsW*C?HInS7I0OsKB&ACp| zP*`tL;x}bOMmQ_aaouTnj_;;_9!uZPzrP6gE;&DQ}Y(sMvbC%@nHssEYL@E=a8!zNI_}=FI6%Cc!tXcE;ksjPA znZvV4_EoYy?>z5m+O{am`|i%RyPp6~C5h|;EHg5!Nqey6(z{_&Ga&piZ z>nkvM+>}wmg+FFV_1XoAyA4i4U`3&B#PaSevaf%ZhQh4ohRd9Kw6BaGbhGYF&yp}r zQ@r<6Dagk8yJibIfCgSqMLL6$mxRd)-v3w%8DnmlxbSFz-6-<;a;^z!v@Ew%LI zA$2gu<)Z23wp@0BOUkCc9dd6 zVRD4+WX_qACL4&P{tKawd=MRS2_dxo3~H@48eKaZCg5`EL9}v7x^?X*OiUrEqaE^3 z*jfrpB0u6>*<)FsfR&Nr=rG6vbg&NyLXWmR_R$?XeTIzyJdKSYrqaq8Dh|@yIfa99 z{--_7Ut&pvV;Y3Y?)FDR`_%WkxM2n?J6J7ucA7fUxjAj0<*s|^t&!y3-1ah5lzvup%<4a!B{|>dTNOTqIZJvdC*xB3j5$k6Io)IV!z+Ur zvm|AKm%B541~O(z4`h{+A|Ja`yft!ykrVrSmbBqt!jcN?|2;MChMyA+lU0&Hedc)` zVjW!wuSOSrl9T3vFk{V)J2IZYjV*-qD#NB8l+i9&}_<-g65TEJyqwE}KG}P`yAjD()SlG+y z<#bz{Lp~3`1?srjs<`QAUJhILZ7itHT__NDhO_exGr9<0FWNPzWy=k#I^PU1z}KJ@ z`ZEIZR~32sK1+o{+=h7S{xchbo0nuh)O}P`0CSdD^?`Y;M>DqE$(bMsV7_%hR-#D*m_rZMwly|R%YyKv^MqHnWp7vcf<96{PaF|=U zMy4eKDeQSL^JK@- zz6PZ!sH|yX;mdVuXlmWSoXyRfDS1h{_IuoJWdE2Yc~uGNm5g}$bx&>f)(E&K($!Bz zWx5{*^M|=L?sjXPs*zej&yp~?hF6?(hm?E_Qd_S~U{d3b)gc$L@}6t$1qE0kM`~t{ z!y8S1Li?1h{93PPjs;^(j`#&RZYxgGl$lPBd~(KPrUSReooJO;u!z(~_&OXqzKFeu zc0@m4r(4$Qa1gNP#St7$D<_3!4AdMFtER;5F!|R4iVZ`4!nx{*C4Gc(k#|;`TWQeN zxWi01-`y78a6dul(FWT<#x?H3W=lP7o$5;Q+UO#n=_VeF$7$G67~A(OiTroReRkBi zTa+?z_Dm1>$7Yf2r zU&NK3_InE>{Tpkdch{j=lMZ+D=r#lygsxw1Grs}NYc%}m^ z41Rq2HQats;&Nj}-0? z=60IsbE+U5&fwnCJa3AZg?}8cQwu}pxdrzadjl%*4_F6iHO;jF{@JlkiLeBFU__8B zt(<`^x-*_X83Hj?Lg;LzXejJ!xp_(6P0}H=BmNwgglXU~&vWqr!<9`37cgf@PI#cPP+q5U9U&F=z(>mWQFn056L^0-PnC1SRctWY}^u|>;0YTuRfW0o|&Du0m`|F^uPnL6*J z$_4(kyd=_g;Jm@y12KFssv&36jK{XL`*ARvK+wlXn)Rjp-ix6*#vo0)8y!PpZa9S{ z;fzL4AOj|6oG`9hWej1x$uY#avgr3$Br5EAcaLv5jKbv>oTQ!k?vXc_t!rKh&RBCq z%1Vlc!an9QjJl_5&V?zifZf;!gsCZQd+g?5QIF-iAc4yfELu5{__$P^A*pJsak&&~ z<|O9Tu{LtpoMYWa-82~oFq6RqIs2Q)*FwHGOiqyhT`9~QDi3NwHzsa%hq|)}2 z&-ZwrD=8{qi_68+%LU|=ztKAz3bNmtQN_Ib74kq|_h^Y8bBVXIM^bIXm3s@AB$ zaNvc}tZa0g9riR^r4~6{^}Dd7pFc<{ndns|y#de9;e6H{CS*UgU}S;hOz_?z`tIC{ zS?KQYwp)82=AwC;Jw*5REJ5P)ZS3qz-9Y>?T7L2KD%PXKbLS(6rgd=}>UZ;!4jsMb zEi#EYON!f3=wgG(zOFW%V@U~Gnk1D}-A*0?+OpQ>>e+viQU+^h5~3GvUP1?0fKP7zWA`=e~#pKvN^m3kW4u6>1Eg6QAiwgHTg8aauUicf@C+@)bOS0aI}5dm*$~7Ebfry{3Q|=6C$Bs0n>Ng?<>{4 z`D=)oYv{hxQ1B^{o@ z)Y|2aim)q`2s0U3CcOwu5ph}4p`7F+8t<92q^?@y4qIWkEGgCVb%VDFbC&d@T6J_0 zX4{WW2S<**Ny%sWQCtLPNis5}^I(`Aa>@Vv!Cgibu_b0XO0JlJ#;!`9{COaiC3!o# zoji5>$1Lgkk^?r^B)+kvLvxQVl{N3`Ea_J@1Q{{K*1+Ou4%^uq=*!c6uQHQ3h-nB% zPDD*N$T(&oG~3}M^fN-x`w6@mr3NNUPG^31Yx|!f) zE4F6D^-XHnb{|fQbHCa!q(;J?C+i~TdGh);`P)rj1_#L(+|f^|6SV#0-VW!l?=>g+ z{bc?VX1fy68kgYF@tekB0fyjh5L-$sqZAFbF-GEPnmi#3v}vb*hh-Obt}E zeVP4G&I^s}vwpguTP^z3cZ6|RbTujpZfL)_bPjyXU%1z{XA_vGhE>GBWWm&)!zoqQYdJQ|29w8K2uBTAW?={5#?vogtl30Len9Fje`kpzg!tqv2 zzCBLP%rl@wO39he`87KpWzKGaS82Qr>i0nsmt)gMbe)8wHC}B?XH2PcUJn>EIXVl5 z;O!BUDUnjFpWO3`1jla>u&MgzSdL(OS(@sL&as@Dt81^P*XzM0ftHdlO*v{G2W>Ok zV7eGu&acVcIrT7X?w!$6WiG|aX}vS$mfb-#KQ_AWg1RPH60Ok?;_w*7z1leFwWXjYuVo)i z9?QO(-7NcQkWb&TzqaKNZA)QG2g?E9e(0ucDfI1MBQymqH8@h!I9GQ|FV5c*meQJp zTY%*#j{w~O*^W~bIR6;urQVBNXF4pqj-wTH0|M{z{Pn|*zI61#Uz4e-BBv;)&+Hqn zePQk4iql62(nB3=iU`)ME{7N9gZvN08Nv;GY&k_yj2SGxkkZ}c3A}K#U*&DE4ES+5 z;YeB)aB7nHHlHE88E@I*xsv?o(8#6GKw1MGFRM6$5|F{+Q`oRu;C6A+5SN|maG89$ z9aq*G+I~vx@jEinM~Cso7zNR~)bd`^5QVo_Z2r}lA&m=6_3N}Xl){6&RVQ0)9pE;W zIK?hYqo^uOj(c#?4!*Okca#sS4U@te>_-o0?5q-x3-WALOT=~D^Ay_W@>=|^P+#pT zHB+oPf-t10Dss?seod#LPY^`wj`GwGh=Pk)te9}}rfrXG2KzqFkLaP!bf+;gBL_u6 zG~S+__YaLH96K8&na(mdmqhc1$d}DXGedoqc>8$t*FzIy(1P3zHE=@e;j)nWN62!A z<>$Dw{zz|8ecJjLwVdN?4FxUqYmnmZ+E-_TXTmHq-sa%&Sx7aY;@GZ>)o8#9f7aE4 zYVE zkSS9e0$WSC#pZ&fPYcz?&_f-31QW#Ilp~=9#~ux(hdP+4AmMY(l$E8j*FQ<)CTt*; ze8-iwoOVqZJx?x&=oLemX><IuPMjx4eDB0O7^$Oz4Z- zsYGV0?TtGM*KxOO1-)CQGcRXf=#g@u;xGHt^$#qJbA_)^*0Q^x5qrmS~n)@U9U`Rt|%Tr6}qtbot^7iXeBB^S#~F(PRb<;oT1Zfe~k)D3JfCG zaMEeQG(H#V1oTLk3GMa*mXpJ(-*0^omg#k&2dLN2X#^t6YZX!utno$UCq!uFbPdJ$LZchB z_7S~h>M#+uVIL4-j+8ja*T>J9Cz70mmb+G_8@-~&z*bz&*O7J&eCKn(YQ@}Xj0@QI z>3MVdxp94=5bFqGYDL=~_t)7GH}GzD_|fEyAvFZ~Z_e+twN6#4DF*k8?xUd$eQ?`{ zFN>lfFjFP>zHT`vdtY1VeAF6>@P4xC`#EI$v1`L?9AO?VN9fYtp8-!rc#E(Z<=7L_ zMk3=b*!`!x6xj#YBh2HMY@PrL3f~%JAEvj_QUSgTZI=cJ>XWT&)E!qN4RjAe@dT2HPFL$Sej;dIx2A1vmbs>0O<;y-X3G~5Si@v z5lFX<>EdyS-|%v{P{%1Ru-nagdZ>fpKX$HEA*@wBWNx{Z9_ru&!rA#DELiTSqCV&l zl*?ly%prqzM9Zy+s$bjV5R_qZ#4pHov=X*Fh++$n8WWr0WQSP7PWRxdl&bTp{8*St z{$j_c-H*`rbL^1VI6K1(Sd8De;AUF6d+#Ufb$fRa8Ze`TNb#q5IhbbQLLE^>!4uQ3 z{y9(wyFYHRH;dQ(#!J6r4s~3H+#Wx=mI`Nn&2}uNtPDTWNO+|5@ySz)Mu+quXYa>$S-pl23>oHXHK8hNB9yu?Xg&I~oRk9Hn4SPuyn z*%+xUt%lFbk`2eMdxTPnEo)jd{E+>;*aK=OYLQVNIhMFa4U)9aYgasiwQkXC-ZtGqU0Xx_Zh}tGELF>C zqnWduOUvc2Y|UiOat8R$xD=o^ka2>JQy8*|@EgFG;5GPI^#Qea8TThy@v)$`2C{^I)!1iZ>9AmQILh2%JU@)L0CrM#$EA`YJ+se z&#vbjc=>GdhYyCU-_jO)BN+~lbw{G1S7C7B#7y>Yl3gD#bZ5;{V1idzn`I)DU|y$ z!;VFW3P;{=4uihf@gameJ3-ob(&GDex;SN22?L{o*~Dvz!NnrPAYW zNB>cllR3lC!!~3s?9cOh{KaA-dae~8o#hn|*Yh96hx)$)CwUpc=$s}5L1ISNDp+WC zVY~hOd}pK_m3lv*u>sXv9*e$szX*2UDLrFlnhraY631vy;9-$NUiNtKtES}@P}#m< zwp8kWh2^X}bbIqA7IT(!{PSxChr7&Kj^OnD_O5BnS~Yfb4nbB&Rh9w zR9I3N5NUIeky^~_;If>!Cz0CQdegHUOd}R6jVT1hQlpWl&!oUiayWKeSvs^DnEZ9D zADkZv(#jbQmUa-m8V57TFX*_kwOOPFB>P9+FXvM(%W0WkueBlVpJO=^#}3)J^QTk1 z#vjE+@a^|gQ|fEhOeivoIAmMFO+psSQKEdCnW>9vpPyR+!U-hf1_@5KNAHa8Q+*eD!P8LVIu! zIpR77pb;mbL|b*;aEaZGj1La7k3RKsQksm~ozWfN^w%G@#ZB6o@Hj8+o@L@<2qJ~J z*VU9b2-Z)#mz;hQn{8Ha6+bUEk2LRE@`FiJ1Kh|nUNfRJ#8uIy* zSI%v44-RS)jhi!1(U9@ML2M7FV{3HwGd?)z!=!AtMJ4i#4-PsKy}deE|0LssgKp=} zvavj<$N1o&0MW#PgcUm(9~^Xjhe6DhOx;c$9ORlbBem7NG`V5az3hIyMxo6+old!I zkw7*B)CE>^${g^zCbC5Zijn@t6C_i^M?htC$7 zBB4)0Kr`&r_02&wsDgiajkjJUNL+R~Xg)#`qQ86$XuDaB_ygOUqI&=72M6_7P_#m; zjGiT76P$Z+5N|}!obcuJED2j%xd#Uw9{Zs_&Y=?r2So`tgaz4Byd}Ds|0QY8guH?D z2M1vq%5?AaW|)1RUw+jB<_8D4$~@m^ZgL5B;gPF`}FN=I6T{{l+t4Ype+ym1XEP+Yo zuqsM$`1)b=ED4i~xjmsA_OSKPJbX zPah}Qrn2;7FGCwxHI{rY9H&4rlXm9&)b)!ok2Qda*bNX_^o3Knt*EKcdRZ7N^Bu4@ zAGVKG6|ddo0gd0fNe~h?KivilpH>(gUhe=UxE#xx_Wo?DOkCjhW=i~sPIKo+ z+6ol3*}*fsJqas{mxVnx!D*Ar!L0ApWs^_G1NL4y-!PuGpMrO-GL5|gDK;WqKR1Z1 zxmE9bm12ASNMqn$R+#p~$%sb|waM<@d!SMUJ*@I>hB_s*z4^1+$N_=y(+a?8q=fctBXcY7^~pUxY*jPyDgBPM3#-GE7R~VkHYP`~=;fwmD)1c;OQJ*|$$pXdg<0=0(!sBxn?U{X zx{4IAB7d>t2F}y(SbNiSQg^3h8rWf9NU-U>j0(2)aMce8KH{+B>4C2^l$;TmH^gN* zI!YIh&+0^84#=bXCvGrjITL1ECgk?-EX!eja1Z~pd!Z9Q-v-R&fys8$dIaKFEL98Gu1lc-V`1d=Z3j|>?RGa zTxC)LrHbduN~Bu8mLure8tQkvjG*lmpyALx=*u+bEGMvDKIhmi<}7Dp!P`9-l9;oc z=*xA-Qm%BCeQUH6#A=dv8@LzU?bg7hp0(=@&@6G~uq z7iBrPqFr$7HTddg4k&J7&T=|?aE~>gGw(FV&as>iyIp(kOt(c)5^L&mP6@g5-;3}4 zY6|M-F)*%RqyvTJ>?vyBIprrTXR$*?_4!fXSWd}+r`_lCwRdqZgQ*RJ?~I!5eHf`+ zHFG<%l%C~~nP;47!q!ZbgT}OGn~Qx_p+JK36Y|f76iOTdlhfhdCpe{Gg-DMk`iGhO%u|F!TOnts^#HvqwtrVULx>L z9Bc3$qFp-|*9674E9?aPq;!H%rj_&MZNJxJ_&_MZ+bcmovth#abC}bIh3D?EdFA1p zAlA=wF_iiwm`2Lo!I67>#9*y&d|xob<;-Ge`{_|_9$RwkmD*xlZZW;wY?f7})G~J% zfOV4~CQ#~=U>Y~<2r7mnP64+asobQ|Y+*MW{TsQlF3SqfHP(w!16S4bXe-o~+e$fh-6mrK?~F12lUXk8cI)5=ssVIzQ>7c^o^L|)}{dX|I9rJSk10sUcwc{hD} zmV-ys8uOmRlBK(zyOv$19FIU}Q-obO=)a#g;cMpJUjudo?TmUfZgh)U%xOwdv+p$& zc7F|R#VL?gFuTaaK;Tq~ekC4F4z4d_S`A4H9;a(`Rm8IS1@?}){%%AU>_&ZK!#5&p2PhKO( zp4~T!?2v_pZV#SL*C+%39g;Yfu!M9FSZrf@{sK#!9U~Qn)h&{aey&BVU3Wnoy#57vDm^9NB^HbW@?&EUB>nIuu zvxV4eCQGvx%9bxb@x}uP@`kwbK@=Mb(`@WR7UfXA{ki(B^1~2=w@1*|urrOnpMCf0 z4oU%Fx|tuJ<0Zf8(_!$(+cPzz*idA=i}Py@SCvIrTeHfZAMlM*nc5JzYE1I1fWG@D)!sir&yvUy&3QUHOI{hm zhvF)QPrd0`5;pSLX)R^QY~l*R+gb9EFG@aV&NV-YR<{#-d(RWvy^t{*nDV}7jGB`a z#3kLWOGJ`9${q$6yG{h2BzIVa19LH37J z;R?Q1-aYg)8-mM{jy6h&PV{G<7j)6DG)Fa^IZN6+$yL0cNM~76%yi6FlQH!h7u1s91;{7dXm zyyVFx{F+TrZ6`luP<#z%f6Cq&K^0qI;l9)jPc0(RLN{9jg#+m@Y8cxr@JSIo*LbiZ zio=pt#Ex*@&*EWm9u)V_fwfJ8?wVCV?VZ=RB;5ZiEa}kE%-|JD%vsX-{`w+25ObE4 zbS~z>{#fQLiRI$xfBal0S&}KDFd;gtykkg65GfP}McN$ve+?P})A(GLG;c%DUO^Fh zmh`uH$Aw$tt*hn*VJj2&;GWs}M)}@Cxs0n&be1Ir**=*vtE6)*Y4$N8p-;PPk=*2* zyU%w|MDK61YK*Q;M!j~uU%QNDM`1}amPU$Wf5MWE_a42o5MxQ9y~Op5$Ny<83G<^( zd6cACpKJ5(MmkNRje}rvF=ZSUvF+BEqao4?a8wQ(>p4F?xJR&F`g zr^G?X`{f9m76(_WO-B7PTjP8gAFt7?UE_r`2B4^PHPjA4~gk}7(O+^r^nN2@B(ko>G&_jL4ro~dS%DS z3)_!d{L~LQdZbIgzEF>L z@955Rr`3xaMeb_Ha&-PQ4s6ZkvZTRxZRW{5rDsXl3u{p5aTd<9KF=Gph@K^36q$Wp z=!Jx=1^d~gtU8)2U3;z6pSrL?UNbCyJY4^s`b?YKyAh9H$e{R-_4 zwpfIY4AzITt0q^Fbc>p#ZU1y-tHtP9grLYwizrxq`^M$gdk@f#v5-_px*Td~!lcuS;4A~i2&qu8+}hO%bWO3n$NvKkDr zZW6>&+O^v=%&s?2=?=#Gaat3j+*0060(HE-6rHac>i^@_`QGBZzkpklE^l0a05tHa zXt#;BpJX$*Sck1g+REhfz%-&=SwuNJ+Bjdgd8!Z0#RX02+uOQwP+s3@r@@SDxZ}#E zKm1T4#K~^0;3O#fA35tE+BA4xkcva0txD=>R1i4wiJswPv}E4_*H^P-kcaF383~t; zp{mjIvU%3E!s8|DMf_eIK|}MWT(8hcbLh-^>_47;2UE6zyW${O;fi${uom*wQz+|S=SggMKRDA{^9p5ql*W0jJKxSwhW zF3UM)a-4UTDRY*SKl!*`N^j;Yr(_H78WaER6tCcW4MAG@9Rsn0<;?G*EC(}j!m1b7 zLvkn2>ygS0lBpWF<{z!`<|$b_ICGp7TD!GG4!hi=&O3yj<={Kd>}EU$x3+GPHoWvK2bW`+K7d87C)_I+K$$u$-0Czs_|=C9rB z7r>n59G+vb=JZ|WENA#Y`6M36&a#{Y#x>q%%c%sYR5NEei@g1L9v6iDqb$cOWL}Q6 zj3ul**l3X(J{FZVR5Y}OEC$Dhx;^a@ZpcEvmr?Vl=kRv^`xPvMgJ@IRgJgq%8f2#x z_9?>YGP1C8m+e+q1l4EzCZArF4u1DVmfxSl!y-q#AVisrUsC~I4@-5{RsUC5j?B1q zFS6yCvz$r(TF+fMOhz8JAp(DDLlpB_RY3aeVqQNElaa&Z*a7r=Rd*O|YzRNmNtQ#{ zb&BN>gg?bQA-$6SkJZm*IenWS*_MgXvm8?6a7G`u##>iCuLo0@T$@ENe6#c?dFCuf zPjqggyJiNZRvTS}_pwLjhg`$^fZKQkG4_|d45vO{<}U7Khj`kY#$^jmMtAB}+gHw= zj*h1#PLNo-iNbOUWePoJ{e&aY| zS5ZY1X;}^?Cn3y{i|<#9jQ0(NBpFh}a@@)nHz|8sF*)KrA;NmKC%fRxfWZ)t%N5es zYO~0c;WK?G1jli?`}A^2Wo{SFjNb$z-@3{9KUInigZ0yQ2NdpR(qD&vLMS3QBSMS+L1O(|y%qN=-6SgON55&Pa~hoP-g9z4G|p z9j3HLH)A_{f1)qHj2X0jA0=&s4u=~qh#ks%7!|h^3WOd*s`5-zv;C_nMmVEZK zJ}=$vAWS1W+;L?uq?LO=V&RV21J%J3Z%^>l4>c0Lr?vN{Xg7lwCCS}YBV(EmNTF5g z!$oelh@c(N@Z7%U24Wp3FPXo#6jd(T617AADvAvl+pFn(Gm>`+931)K4H9ijZdqzP z6SPM!Xn(o|!6Hl1_Y*fZ!~AZ9@~MGu;o1kDdDqWRgxezneYK2=V0J^O{%e(tE*=N@ zjU97bma}dDC%q51=~)i$Ej8psf%$Un{b4M6mP3xbjscP&b`SY(h#!*n&>Yx9I)3u^ zA9g(L$Qe7#yZ@!l?l7B_;a(Th%K6`&+AuP5HB86bn;uWmP~=SJe61<3@Kg9Qy!YlO zndcyKDAr))HQM%WEely^HuWY*V`2n*CaqkKuaRH7(>d6Ux3~Km#mmAXmt2-I;c*86G}$&3A$* zK&Q`a8gu-|EXPOh%Nf1OFv!eUFk$W&9u_&o{wy1cj8Jm!j(c9v%)1XPi(Khh4mN`o zA1#+=N!YHFJ}+Ug69;r;DpEu+5I3rr+nK5Gx zReXMjYCgQsPULwQ<~tc;ak&C|IU*runT)b2<*bJ9Z7A&ia-BH$CoFgNal*?;Sd6)Qgy&w` z_fFmw{@Q=Vmd(m}{NC6r5_ItP*n5A;hBBPTlgTz2g}lxxNHz^xh1!xwWk0vJL_Gqx zg-Gar+?_jW;S3C;~I0GU6dtZ zHU_u$zP7`^r^eh=t&9EV7)l`{&uY15p@nee=sD9_HE-26CG^`piBn_l)`z<-`me^J@je=P(K3*pC6W6{IKsK!?kTXy)LNnSQy7fJBCfaPh{jXXGuGzKcBNtzOyWed5yWpw*)UMzhcgkUTc&bh{`*` zIL@T{8#U&dHQEIA-mHbuJu>dzpQVTv_Ys*mX`VJTKXY*5RX&L}UiNHp+x`H0$qp`z zbw7wS4dnSlOG?nyQ9|hflXTFx+W6+dd>$4#lq6SAw{}}s z0p|vM=%K%;^U1U0i&}TDp?DAaAfOQYcm3 z=DcJQ;=P{t;FG5+(#Ya}7Tw#P!jcSR%!D`pgeBR$;WsV9&I{T<&jNfMyLw&_Qw@PF z!WM0lzdX|LA#VCpHg_4=Ie&#Qi!w`IpPw=F$Bzz|HJ%1ErKbL5&-@FV4 z<8m>cv}=5P+*Y5N&valX))AuEkyeg%)FCs--4udwIrdgsIj)8%uBKG-A!iJ!A+WDi zT&=Yi7Rvk9-#j1-Hsk-&G2Fi=-=fsI$K-TI&f5zr*L7Ca4fCMXHlv$CLOnLjbI$Kh zp|Nywdwt8=Q*NIE{55ps8k05>IU})tro0r{2csX?+wajB4J)wwV~?lbTddvMhb<*! z3ahclLZr~|Y2|r{1bJ8^DK_tqcERHs!g{{f0D&nb$)BwcwE5)efbH=c83t?AVP@3a zJNv&pM|1QvMTyFC7`b|{YVFcy2u=={+ioC?YOC$%y@(4#QzGt0`D@ppdYP=`9RjT= zNUC^~{8R$9X^KvmvZWlU&!1`=2ot!nHa8BXdP+{lOkFea`2?zHr3xzYd+#`B9yRZfPMq&Y!j5X4x zB4<1{QxvZ?*1#OcVX+oGLEwx{5h8|OBNfZckh|irkuvk>X6)^2Vwf;Y5&axb8=I4(z z5>A`rKlv80KQ4jMVvnEBdfF42-8XFO?>+}?Kj=CxjoS}9Ke^?NJwvc6pVjKrPdbb= zA7+|%H+c&-SNnZRa4AB^i!;hhf`80%j(m14Z^#aV;yEq+u4Ozd@|FKtEQh=+&Xrr^ z%}MC`)4MwKEQegvIC8m-y+l|IW>K>R&(PO+!)Au!$|=&Ujk89j=1(w#hjQO~!mgsv z09+rv+RyT#DP&@DL@B*ooc9W^lbp;mk{SHfsyrnQgHv(ya$n@xUY5|@yc;g#8biXF z*7i|3D7{v!#04(la)R`7+0cckf1D;|+fgAsW)G zSIxYUGg)DfLw;MwHDw*`{Wa(v-dD2d2xQ@M1ijoQIP&`L+i1%EBJ#bE&!4<@d_6nx z4!R&zsH`ol@s^$+)M)<9iE&=g>VFB#G1~a=VL6)~MQAMDD}@&K@8z+s$3nQFQY&t$->5c* zuUu}(&O5-`6BFULh(0ffRF40R^MXc9+qWmlho0qNsyKyLvjQqY`VQ&QO3!leHDP~E zKAI+et?fAuKNHnpOozFSHK%{M+i&$JRPY`Hx~!Xgo58V^1X7dw=;ic zL!|hmy+RK4SA^T7@+h_kofkm1f_JkczCb5eS~P3wg~lrs@8NqJ0<#6UET{Qo%ZpV( z%vp}<)lC*wFPXEP2dQ$0+?4(~mUA^%EzJ8VbC$ELpMy+5_DRMp=XYwnm1c}GKBQv_ z(^`zeEKTImK`pJ>ySAwy3%&8{R-H^k4?>Q63W|n+eO2;?Adl3qEGA>qhiU0WeNrlG zbT_^)E&_LJtB?DQ(?Rrk#pK&sJS=iddDc(akz-u}bHm=8b-(&wVL2rQ4t;EfGG{sA znw}?BPcdgXHJ6_UXdGeAa<)1uzgu>olPrgQWCreZ{L0RyzedF|#w^Fl=-!r$G0a&G ztBal&M8>N+o<~KT2khTGDS&4=bC%QD8gDTIdLgmEnjdlP8$g0Ouh#nGP?p>TcR+A4n~2$1+|E^+@}@YC~x?Dp0w!rV6VVNx+J zFb1EpF%GnA{N7+&@$FG;kjLf1=;i+E-DygEfgJf{q!zoshW>k%fc30?&%X9#wRPgy z{jH-vFX)wAL(6kNMaC7B;@aQlY&)?;O%ZQTk^a1(kSEzg?Ow}5qafDLM*8!DHkn__ z?G@1zPU3PW>CgRnzw}Yb8~Y-)gSgy5db!&5TTLHix>8ux_i+%+R_2};v^D4Aw!r9J zun4<7B4r8fc-db+(REdp4dc@|-VIb75`E7Xgz)x=iNCa`^{ic(F8}P3hJrh6_D$lOL_g!b!N^xjeJiud_ywC06D z;b#@ENZ87JRC#_4df2^6(^;tjq-~~edtT*>GVABC>=R<)!^Z=LuTyKg zcpQYOhQdYwH!sL!R>H$qN%SlUv+i@1B1W;GpT68kC3=>GX+(+LDV6AbPsO0d4>DeYUi6%f0q4=2u9AXk0GEf|ey6J|+?lxql8z!p0eKJ)i(~ zCOn(Ha|m;mL_S9R_5F(ND#03B8ZSp>P`?tX^_?)aE@j#hI5l~Ij6(7dG`CP`_r4Kx z0kU5XNuR*W`l32;mDP&HATxNorO<^#$m4c=$>o3-Xsgi#G1b}EAkk$dzx<&ev!tfY z@>irTg?;tTJorO3OYZV;wdbExg_2yeI^N*ZoL6w@?e?V>jn=d_6vi@GBlU)|`fUDk zc!0qM7>>nP*xs3x{V>>w3)?VHnsrJ!$}#x7H3(vIgeU#pT=NU_{S9_mLHJm5>~XHT z^m6Luz5Rs@{lFR%BZ%b`4TVwG+^c)b;qcTbbfDq#*P3U4iI1k$G-F-edmS3-Phlo> znpE+T&h+4j5K7$Q`#2D0>#@Q@!(gBKE}r(=maraMdWh2pDYP5=Sa8b7a>#mVy>eFA z4mgHCm$22e_h%*VJ$hl@RtWqbIWt{hE zTg1&7qoMRYD{tW7zCb8G8MyvfDB8x#zHGkxIb>Jy@?}j%U>=$`iGOSpYOUEWlh^!? zQ4cZbYf_RHjld>dgDK@*2OyZ zN-%SlbRa}1Zfg~DmefmJyS^MZnH8V9pDUL5|~31S|tEpV6E@n}!#DT+-- z_a0{dMqW_$yC=O^ewNT4JfdOb>d|NckDg58sF`TS?57Kgl-VfUZ{DbzlN!+C>Mb{( zCtidJZMB1q);xo|SB{K3I<*O1SYoIUSXu;`mp_cTZI})pogcN7X!EehA$X(vm}Ncf zDj8^jw+U4d2Es|OhqcngyOL|s#pv9Y$r^B?yob&uM*++eu zvm`yU5B1URon%QwSm#($$|=SyNo8ZNF+~&TSrVpcd}Ah*Kv!i+nC9lznCr)OQFC@+ z&XT6di0cPCQ<)H*#`v8YbFVh%j0lOhMFNo~LQ`fap(Ag`j6n`l&;_l&2IDHJc|q>= z3rt0BzeLk64dnb+gGkLlULPqKKMs?63jGu>D?dv757d|wyv3>cmTj{OS&GxMBrFb6 ze3K(LyW=xD=t@v3SgvGz494?<+_ELI{1;wVI8_{Glm^Z-r5&d~V zeU~|2SH3%sVrzYG!(i`$TZ2t8HS_4_>LoCYOjPRVfKoUm4uZ+WXme_}$z1SUeYL+A z_>mp%xU%Tu8MQSBj=Z#T12kxp z?y2%n7R1)6ch7sV59ZI$i|;us4S2GbYMt3#56ioK&c8on66)a+Dkj;x0WJEF-z>7} z;vdeE)Kedi9(abHCH*gJ8N~`*Xg*?~I6X@uN8n!rT7{MOaUx$M5ej|q9eZx{-qOBe zl?KP=W6&Fy+e0r$n1X6s-_zaO)txZC&c zYzYp7X@cHSyCa(>ITMjX;S%1S z#2O0i#-686TSF-2g^^NjZx5~yP&+D#HJC$RD^B*wvt*~|4r+MH zCHpwN+_;yYtq!%mR$GBJN3aYinUh%hQ5ezdDah@furByTB)DVl9-&CTm;9o(XnAyc z1Y?$zHs!=V%du$`TkltBxA5c{y2Iy7p_<_FiDy2nL|4oY4t_moF?v#0A`oEv5Va~8 zx2kNcgz*{8@B7U?fXb>O#YQaP)Q(#$^PpX+2Gwkd>UU}63^?FjdF`A!3rWmQdS4h_ zjq0T%6c#L#di~${&1G$mJ=VF&c~c3`CV8N@Fju~ zOJYyhR}PUDi(0K`3ovF$nsV~#M>YFGJ{GcMucx=6whRzod-=5;C7a-T4Mlnx9TTYI zydvX&2}>&ILF5q;;91Nxt`TFcXT)lEl^ztD1IIz6swjt&ot98<;UuIl)W6=0~EsjzwHe}yGwYfo|&=V#86^dbg!6Y*!xlA>DA zZ5!>yoFy4vL>E+db&@58#Zs6M-ALt*3ieS7gCe~mGBAs2Zf=da(88fJu1}_CNw`{dVOjn8y@v|_Ei8#CZN?af#Li|n z*x8b@#XZwjgi69z zT+WxiGE>5trn?7bPJmGC3yBo^J)l=uvaJ2SJWzQi2TR;)sPd0r&r#`=WLo3f7=HYUL zF75ptS6$&QcF_m|a5=Ww&uYxEgblqQbKu(P28v@rLE)Pq`!Idh#`{`Un(p7?co?;kC%*n4+1({Spx7f9?Iaunq;U{5Lz+@`uO}3t3D|C^TwIW`0CJ$O~-p@UD)x5vz(qSQ)9D3=~)i8Ru+4#D1((#6XfMY z=vfXXXV;G-w?8>JQ-xET?iK#V?dV6CwCfg;UgJWc7?UG@L5@4FUaY6s5I>7UtW3Oy z0_58KPKboS9Be8RvaYlvx_n`9kwEbgn1#y;(#u&IzKl#PO{CPO``*jJzLv{!GDdCr zlH&L0u$*stfC%$E7Y`TMisqSY1Zvm^1hI(rJ&?bSFGRmW{hfWY>Yr}8PRV%uk+*V~F3P*f3Z`O=m^eP}Y%Zxg-r$PR=VP z#}=d4P&MxtCCDw^0An#ZVlchjh%<^_y&qqqojhPaa@MX=ASqcu5 zKm!lNsP3iMFxbp#xEdD*mzVTVDe$oe{PqY!gLWofyO7zi@_A3jbUUt5N%f5WPRd!7 zWSob5Z2nfG`Rkf4dd6p+w|8#lBl1$+R)*$5|BN7{MsqH!Z4;}t#+01PIRbV{j4)5H!d?l z@SgAB&u~fO4h}>!Q z8l>j*a=Telbr-i`em5^?N!+rNn|PSBlr2P^*u|5KSPC~UN51u9UigN7j9E&zdmr`) zqzq)7mvdrqsaf_>7sh!x(p{9LkhWLHMC+)RqP^+gQ{(M{L*DkjJ*83iRT@fTUu(g3 zzBuKk^lG(a`}hE9PF_yotmo@A5}y5EUd~r7+L4ztt%nqqm5v9Fq%!DBQnaLQgxLQxH z(1BqOXJ^1@T#itumHX@0ndjw<%(#92Q8IIuQu{!87yq>g#wshebZ>&D9$n)3;PWpy5MED*Lan6!QtaQwzH@XDO}X zm7xQC7_k)MVt6@RTU;(Bv4=TJaWJx)<|!1#ICIePiHgPjh)mEVUvtMbg+7wV{q^E2 zv|a`l=i#yx*W1d2PmiN#DVXLiRvJ^-WzXxuydiEbafP_ahBVj6pd?K~q`R+KgC<2}XrhS}&5>(ppiml& zsWh0lMF>vG>=G{kS4sh>wnlk=k+~K-q+LD@9*(A>YjD?K6~%8_S);S*V+;s z&vrxq{N>@V*ycmuT?g;(kzWk!?Drf9p<9FC1s(w_t6RRs--ND|(l>kb^SB&iw$$~* zxW4Cj%&VrM&a5&)S zM_xVtRDvG@S*~)`erW{@7dxdE95MhG5HXBF&O~Ulu0aJ4ZEzZut0s>lS#pLWLD9&Y zFqh%hI=;@v*Wb*q=UOpOh;A6Im9{8RgLaS)Dezzl>0I5OW1R5OSco=@2a%g~lT@z9 z`q1*r;#+BYNJC?{g9&>|k$QS#azgY+l81YpYnB32v^>+Bgt#0;E~cLOd}+_#&aIME z025KUiRAU1H`P)v?3_GcN9EYb67Lsg>oKxy>S$QQ*|o1y z8DJgKoLIUxX?toJu0F;Q=R^4%qZqrLTO64?7+0d@(KUbS_dq?R?17~dG3(m2sGGg# z?eEWlw%1KGnhb4W67T!s!$*ybz%?3{K zj*$t2+z&!kLm_i6E61B(d2+e)S#p+xbQt5&UZ!=PWnd66ft=;wBd>qNO^7Okk}l8F z+(b_TC0^tkm6AzEoVaRDbOmod;k+3#kLOCsg(glu$AK(bo@_EmIniyd7tiw@eHNomF_p} z{@!G79m_Iy2OJ=WI>_=MIFlKP`GL=Gyz=Lrl#{)+wuY>1?63gC=Hl(k)M1CnleRUs z-4uUWVGhnoe3!%4lFLbI=~QcT`v40>3`^fcP*un)!WGEereA^;ym`7jhB7SSn6u&Z z$i73ACvm|NEFE~0c5Omo@hIAh` z1w)ZJ7US|JE$`k&p%u0DcL*4tOjRxFa45LTyB!Qc%Ny$bOU9JnEmxTXhXi2g>yQ{9 z|5-po@lKTT`BvJh=?!wvYcIj`?ZHhP6_sGb$NCi}Gj9P=GiRmS1#OToz>B9@xC<28 zpPt?P#SG5j^v&&b_lNo`7nSIkzJ*qCd{J{$-@vT*AJfHp*2Dc6??ltvZ1i2GtB%ax zeSeS}Q@;z9GHQhRgg={-Zk^0qok0o!N4c5>#RZ=&(;|-pu;$xoBoOUnC6y#vq4ExplJ=l@HzlGrm7I^M8O~Lm+P`3o1p~ z((Odu3;$Sv&Zr8*Np(Fp2%6+a8v?NfSOGePqv)DLUQmZhVHGKi8?UKDC9L@lJ6JnV zsDxpNgO1q`BM3GG66DLJq?8SWs|8E~?ofwHE1jKkG+iPHjyN(K;&%dcO4baUZrNlC zqK6z8kt-8`;)n9L*-V%RPfXc)kL%q!SW8Rwn1Ap!>^>WJGiP$vH>k8p!J}L-o+EwR zqZaOFX0o?7i4S{sd|`2BM|)3TOj2^9V%Il9agy1W`F@Y z=?R3*wPYieH6$3<339m2@v{J(Q8AAG*aC8>^kaaI{2)Cz2+=64WN*5UBu+d%OC2iR zZ&jC>HY%5LdWPQ#&@q;~H+k16EBNeEW2_73Ldc~ZZ^yl239L`cw4G>64AAk(8e1p! z@aIrTd{x{S6P{AQE_1z6jQ8IXphMMVi_Fzn|G_~Cm)F1Gye>tmA&~VcLnUc8=o=>@ zcH3T-(!oJ3d&Iz{Y9nz8e+K1%nPDefHe5;G1MdBgK4)D7$PezV*mZU?$M|pp%=mGY zfjnO!Y!U}zSLauWkDCAzQR63({NNz}h~)}-Vzz)AttU2*blo1^SjotrIu=BrxJoG>9F&syvb&~^LD*#cBUD0WFxJ6A zceL#e1qnM-J~&A7Ipg{oJ9EM|da{{8x`;cbOzJpcy!;Gvqn=ugj*gb*B!^0QVXN2hnQ*b7S#h<(a&Vp3>+YOp7r^o(-BH4*3A1?;tJD$}}=B-e&_4Lgg4sN#!1J*$KB)#?nrra@7U|4Ta1w-bPqG zIC#DNio`TZ$==!=ztn+~wacbghi(Eog5L{dh-Z-2^V0NYkpmAl0vaNR%^;VX9QIP3 zHjF{ow(z43h1&SSF_$3M-6i10#7p2I0{bviH`018-J`!H)H?{IqH?cXN#%Bm?N8&> z%K=>9n}zv5>0e?=u43htM>fxZPgk<7NIkk4x)}C=^f+T^(s`Kcbw~mnBRwQpH}@6P zwG}wwV(ShbHwMtwEPVsY4;Y<{WCj}5>C8}c2~q$YflB2%dGgRUcGxD32j?JN@CN(y zb#1VMkMsHDwj-d3Upd_CS{xAExOict&=6ML1~2XYU6v#@^21S|Ug|8#SVHlA{&{ki zgm@k?#bwU`|0~WD{L!N+v!whM?&KjetUx$Aa)OOXN8II2GYwZ6hR_xxVG|gC9zjE) zZ$^KzH|;^nk`P79+U(n5_3sH#ijGKstE?dekJUfXE_$j8mg@SRJTSA7rjaCh$}+JY zY;f;7Y|+s4zscUdjq!e#B+qHK=f*+mEa`0Ko^i$XtIrOuKL zMHr8nh4}z+@o&|~u!-5EZ)lq_t>a;AI{1JXPuSD*|MZ5kSdvG26aT{x1%HesZP_+9 zFiig%WtJ3@AiH=`8FiMluJuvCmv-tb>GaxXldr5FC`-ypK|H_AjwEME*o3OB%5l_L zlID&G&ao<&39DN&Kg{p2B=75QdWLhG0pAM?Tep7UgZF2=TA8FF3tuaHADx|d8%nP# z+I)KL4UkYeI?KNPJ4?zl@^skZJT!er(AzaTUzUUA=OmuIkjVlIRc(@$&au()5zoj@ z`rPQ;2rkqlDxN*|-@=mEB-RGh^iXF>RVLMMXom;DlCGWQSnEigC3T&4c(--;09g{| zN(eL}8>wGMg&Sp-q!FvI7b^ZeED4!mST@U>-X2TcXzDEKXH1B!ADq?|F1fsm$e@1a zxkUq%j9(O$+~>4{hYFuQiPKvM&3v!TR`OW_IrC#ju1F)Yr0M1A0kj7{XGt0Fl&7Ab z{5?R)QO)Vx5tq-bjlY9;l|j`Hg6xgOikJuac;;6XpO`I4%90Q{)&W4%suq4pO=Abn zqPT`-?u|_)9vp_CIJ2 zTe}sYrVoa#B-k*>YKSobV;=l=2*p zR}aw~%wLfoj8v|Y2=YS@5RS?C(GP+=AM0SGjan|D*+S}I82Wsp!bsb5*^4ao)iOuG ze!Rl{SNb+mxvJxJRhr#^a8S|DG!n{^cw5UYmb6u;wJb7|sc{s5adpZ9N(vk>N`Ifh z!Kx-G8eMj9bV?1lm=XBUKEwf@{M>OtaZ?h^eimr+5WI$&$6uHj+*1UHTOAWUuH6E? zj#oyiM6`pK!uvW-h`#~pDJBYrBj$ldHrW#i9);l4E$+oPoA3VRENO3Md;N{0p?slhmsN-IZHz1Vums0dcp&rCTd&+t0lh=9flA&6Z&MYnxs1aB3Oya36je( zE~TCDt3FD4aM1VKVEV_K?g2?Vrwz^pXFwI|>FXl*5MD?*xO(S>RLVzcZ9148u!a9L zC`QYRaU*Cbl@fWpuS zEs!e`E^DzH4c2?o3uYv|YH}P( z&XN#0={(pAc6RPo*gDr3xX$_h2_rL`5aj*+Q>-wXDVHuWm9KI51~6?l^2zZm(z$Jw z%=QTnZ|i`mh#bR8^9iC(~>CFb07if2CSN#m95Ke-F_s~6_}uM>E!WDT{cx}w%(V31}cYX6ZRCN z{V;t~7VHEMU+*~207{6FiwXOa_QOP_vsn)$8DIh`x5kfDu27FAA$ZRnEJW+cQ28a6 z)V3=%IN4!3JT|&5OPCkHcaIMZj~*rhG6UA{vyi(4JjY)DvZX_qZYZ$BS&_#bCfcN} z=Ma1b$88nJsW0dOO~b=g-)t}jiQa2vLrpJ%cWj(@*$gY-RN*rFp5skG*Y&`R`Dyy_ zJoex+^E5{&KeFJ6I#xHxZK&U6NrJZ@#=rbPoh7+duC$&JK+cj78;TW|q;+CsY&{r7 znI)Y84uL|KM^KJSI-jSow8_wd-~q;8=>MCB>Ssyo2PsQJG!3Sl`w~pr`|n{%HWF$N z%x#3=k@q+5=iFBXCA=$*i%aTg0`C;-QWbN6y1eF+!{h%qF6p~+>}N^0YO|tb4^U@G z8WB=OytU*k30YUOlHJK<%(iRKpw5zBd^+&vg)sGGcQN;Qk3M=vJ=tB*R;?wYJ0ATp zmeeu9;ei2mnV?C2v>_0`7Ar0(N_h2!Pvz8E(wN!VMH;=-S(0X|?xbh>17%6n$lE&*^AG+U}I!m&f@GR??HFcJhCbuj3 zg2@0`62phE${}MIUq^*5fkELm2ky8;Y$R5)yBAM0H+HR{&XS}DXMUuX$?le``EW))8W>Aj)&i4L<*eWkC;R8EcNf7KQ*{$hb<<$-&I6*O-r7O@&Bw3u z*6W9!zyEWVRP%b?nUbmBS(2>ElwRkO!OoJXMlK=@fOT*XPgiYgbP}{2AE$r&mBn`4*pIlXDQ$9GT>}q+HTci<~k9;Afv6s{@ zv2Z;t>F(8;pl2@ffS+=H>X$%ibKS&>Cbg>SG)b979_{;e;QqX|5@|jfaHN6i)M;;< zAuo)4zyC=MxSg~WOrPEYyOKV%^XFrL*KXXdjq|L5<>^x{p6{EX&GcOF(CS8z)vM7y zf5>oHwR?>5_=YEN$L>oz>at@0GTMyHd91h~o#HL4^A3@-9Arc@3I)r6n$OWOa=n3I z7McygH;>>cMRrJ8nM=I|vt1T@xMBgILHv74_8j zAm4RQbw3O;0;EIUwE`(&zT)?1EJ$q_M6+3$x7UH{N--0^s_EbXnz;4BO@f9(32Ee1?gshO zkOs|9B7MHtsaIa{S)Kvrh#1D$L|{4SzMZC7_rNg&W&*CzVBm_ji-rSfc{ycsHo=p( z!E&^`bPZCulG)rH!7EOIWoUTRV1+pQ{ZguM5~ZKWZt| zdJuj`G`a~cP;Xmm_pAv5`VNO7TaUuAIf5~>m$k#TyQVEoI&UENnmL_!&#VFygqpn_ zqNJhD+QZh($IpX{({K6C&ZvMJKTLjchW!-qc{~})3~2;rBaL_K97+DmS&m46>ywWi z)LBl&>*1bKzSLRHZE?EuzJntvvz*2Weii()sI#2r{F$5;+9m`KENSsA$ zRw#UOY09R&W6$3{GcjE|4QQip2Bt&$W;pogdd6|w2a8ZShUzyBh5LPw8HSawW!mn6 zv7A-MztlSAy_LpSQ(ub}BdsT1J;bJF{!09(Z}4blF54mQex^D{m+Qs|M02+V3&Cd& zhf0IeRl(cgH@0wc)X?TnR!)p4x(h1z%{IRg-bxx56nU-xPt!L)%HOpg1ew#ZewMRj zW>cb*3w4$=mQTS#sD_;7pd;Vw%`+&GCe0H#0G87*FY!UOP&_z}3{lL~i*!T{9ddkH zl;A~h3SCFv%OThhNIh9`L8FJ?UA$26&#{~XLOt0}bixRlgpB1RjWGNyS4ExWSXdu; zWHRhN<%5gfRq{Udw-_kPp&l0`w(lO_eddllH1HC`){yo)7kBZPj1KB7XT@)@oD`wU zd7*Y@VEkl31Gj18q4f){&GSY}!(BV9H%{7-4%b9Z6uc#S7L3W#v)#2Q=i6#!*y$z1 zw8sod=c&ro7I<6EJg|9tYc4Y`=w5fg)}#bBI<6JPdR5^p0=sJ^Y59u2l9lm+KM~@Q_ zK;LBjrEDm`vu!RR;2WT!rD%U}gG}k#F^SXnSWMs%0;Ej=7FqXEBaTE|m8{ zWb&8}+Z)nBvqa0YB+oG?GNy??Xqph^9CN*Cx@o8BLn!B%yR+C}tS4I$h0UWA5N{_Z35KIZ)0qXL@bbG~QYh$~orF2R@LoeROOFQ3x&^@!43tx&xfMw%f*a@-(QPBfG>wu?@xz2_BtNSOP;r z#;)FYR1SLd&8@W18w=+g=e%wa`37>Rn+@kreFM(<%ZE%KdmN5n->lls84phJB_9i$ z`nTtpbGL6FvB-&>B_Xy5{asrFaNU#Qxx0g$B_VRv!&(}Eo>KF}SzUqP3u=oTAh$&{ zO17mMzYPSR5jpG^HY>LILUg&B zO!l_r1z;vB$DotW6b?L5t81LH2&+M|c6s!2{G5eRd88SfkmqB?1zp*AbGTwWb(R!8 zjNbF|29XJo)$?m}6cTnB{0d9rb>ukvX@VBGFMp(I=w)FT;=H?0QfNH5ZL8P3VW|kH ze0tjclF3MVMaN`S_3d$RLFz1x_$}?Q_r8)yacec?&3&2ZcKGKksp7+w*)M6qzU z%pM(fI^K1E$0`fA5s;A@9K$>Wu=>PC@kCv6mV~zk^IGkl)eE-yJyyMvu@>}*A)oBe zBCsUnQ@VIYFX-KI*xrP(5=0|%j1A=RJ%@GO-MpNZgT1KSB62ymP!6?;atFW?q#_um zM(_h6A9JNJpKplpUj3W?Ap<*Bmic8r+H7QRhLz8`nvBGYKpCkB#?T^oYLWgc?C-y{ z<(v*RaVLN$-ogFylR`)}4PMNT^~Ap)_u!&zXGEkI;B!C9)?jb~97D_FAulgL_ju9h zgNcMQAIREe@76UUf)_l21zKKl@J~I%=zf^dN42(pxycWck7=y`B(N0r7;rX6ZBvFd z3nysp9{CLB+Fi{!yR{9zZdN{!kRJ+ESFlSx8^=a}y1@x}7E}Vob~b5Q&8MTb)%$04D4>`+0 z1GoBfytO9J_tWnlL7C+!^P8{no4Si~j<+T1Wu@mMgDB^C;~b=MIf$d2#d6dJnBz^& zbM?xFC#wD^%h6u)(eY)P5VRWgKyG@XDj2J|Bgc+jNy}NaW#Yw=b>P#4nEjQt81 z|5ve`C(?#TChw=tavB~~pWjzS&ToXs0wUb$C8o#j+*96ytX zi#p4JJ@u&>b^~QO)Z=pGu9;-V1W{)>E`IA9R^?x%?2nTF4VII1XBYPZZ!-`x_rhgf zl`*jVusi=caVeAv zHCH`0kjetOAsNRtZTpm*0_cM@F6T#^#crFVXlx60mZO??(eI-Nb(T}?p3_sPTR=Ev_Gf+x zbd_=Npky~DZ3T5)o*&fOw+JQ|+;4stOM}57FZ?ej6612x4#w^NnE&&*oN+PM0z7=B zU{l@t5_apqmF3{;OXkS*o<3v>y=G_UY(;Si(mkz+oB$6~Zk@aDUf$IcKq|6LoKZ>4 z@rKA@-OQY1BkxhS}a*GWMJ8Di^fGNl;iDB{t zKLonoP8U263O5>GS-sHF&1=Oztch+P>wgj?AQ04 z_^Q*?=k9xYd*%$d1Dm+KCYJ}&M-;UUHpqkb2cEIg3;dQN)6fk(>>)xsG z94KrG-)6fYbCB<8rAnKTIrnQ^P=LtQGJEPQ$8P82bMIQIvm7<)Gt0U@P-i*od-F|1 z2gq{L7oAD{(IZI4a-uDF>q!|=XF2Idp6w9dL7n9^TsYDF>Wn94mP7j(p#CWO?_oK} zDiTZfdjYsc$IQ5MhdRr_71NLXPG-AWOusd!KAy;cer7YFyYAP(y*9z+n&7egLCXiU zSumMn%p=2)5kPdL&elz*-PaF5zSSWffzBzYsJB$qIohTkq1FtL4 zuAM&cbC&bo_TuyWS>NM=#>-q>r?=p5iwi<+1p}_9K)ma+%3U5xEJqqE?ggXQgxu!Y zxD%)#du18nIRuu2%!$=C(o^W7!UvaTd@%w-bMP_54Ab!;k6b)MEmctU{<1(+AQ{-T$1A}ma;NUi$Z4({>g$3FSu4g}>ppVWyI zg2}Ze`^D_rV2nvbMbZ;fsM1LE9x6s}UavSP*SyEwyuOM49b(XZb*MF(J7dcBpUL01Aw^ur{VT;p-Q)Wrt z^A@cxvf-ed<4w+^JnV|V4uS{xM-7FqGWrK}e_W8!AZ1C2CiT9S=@0TP2NoBEzqp7- zVE#&+^bN-4aEopoX1$+dF2Hy_+rz8sVJ*yWiI{uoR0F4XV| z)CnSJ65RcOwFuy*r8lfz z?XTLgBL{HE<=t+O&i%G)-^n?0v`$MOyfUdu!@j*7#BS8vm^UX2?4w_O^e~@|j%%c{ z@cILX+#13A4l(y7@BUj@(qxMX`Q>EQ%9d=CE^OKP||XFaDbIZMJd4zrwUxjAM38kQvUaa+SI_QwEC zet=<%No|j+=+kY&wbWVC&(0b8nO_8DNkv9lcAEv6ENPNk*w7GpcxThzvmwQbux|VF z$tGR45P$RWtFb}*{Q7@jNva|K<{OwSDdB^T!or*X7MAp@k%Rb_Kx7WAj$-bK9Q|R> zxQiikNLdmhr+=O)r!eH%z8l3OzJnVw4zD;M|rEh`9W}vgtR9;n%SP>OSp&d(KUb%-ogFyg5-Nl z@nU}TWa8hCYcO;b616%OOl+^N`c$h9ywUOm$jdvj|9XWc!yg#o1@~XmbxGTkZvtI_ zdu=mqE?VBEU)$5V;_|cmbBIx&%gw>=hxm8kgkGYY3SNdU zOE=A>9tY&j8S61;oe$xBAToxa<(PYMLV6(RLsxMwdEYby{>CDjj1`x&1B;0#w%^3ZCKW8}# zoo}lqaDQhxFJ($~`FZ~~mV>{U%mL6fZzvadGln<$bGbRG4THQHTyKmTz((_XepWPX zV1&Oq{X;6}3W4PyyYAD6ZYu$qtLi3=z;r+aIuunelWH1v?-YfHW%iV<>pWTDzR7VN z@IuR*a+zSmpqeyzS}xFv+UA^SvJj;9KNtQd*o3s6Q@9dM_jfF#Y{SgpJGNE5ejIp_!j$QPzTUvk*3dfFh_7u{C z^*c5XeSLZ@e8JTbdxPs0xa;cbcB=3(>{{j}RhH}tkKON4?i=KcD>u@*5bM zXy0E9riq?8I(5rpD3TEL`juujjJ}%G*4J1K1F9?djlUcOv-DfrUZ42_Ci1X{?@CYj z%j1G9o);R{zNXG{(&H?PCLg2Da=b5os$$4dXF0v|#*54pq0VwdJhI1`tTrTgU~x^2 z`&E8qIT3?2#~ZRLVx6Nr?O$|WPlLMt;dw8GpbcBuRE}s>u>3)>*K?8Qw63_cdX4&Y z&??COq_VGtG{+mRI^-pnVEf>7T)$V>tocTU=DQE)X=yk2VBi3bEpXTDCSA-hD}(<*a|# z@a5zz>MSSsapm2T?%9wta=V&tJpJ$5vWf1HQ8y-}vSyM|SnXTLPy06yBAC zn8S0g%@<|ncr(g=qW74Mj%y^jS=uo(jy8e|9!2zz>OJ3B(BP)czv`*Q=S)OnuyVW| zuzoplNEvmOqbj30Z@U3?mNT(X=tnT+qKI$6Hw7)!mYlsk0pZ(-Za2%ip8C`um-@p!SkyA9$H@L8TSx z?(!~+Adf&m-}87H?31K_q-7H0g7Vhdd9?il%W2u3r6j>*Ijxp*X4^adEi8wsrxqER z*p$>>prdv}Hc^ri%PIWCWC&oIN!f!=0Z=ZAd}9kSE(o1->zQ)02?2*V+^2(Qh#aGd zJiaIF$gM~L(`n!VB8N4S%kexBd|4~$PB`ft*O>S!16lT_KmF1QGA9m8vU%%H*)z<) z^X878awE!~+A!mh3W2X}2y^a_HVo3*g)^A_cRVk862JCRa23C?{{}5$ToB@qD%|tA z1bBRw%u=}@Nobc})11`ff=(Wrc}!vqL^5R@Hp>0Sln-UqTTFp~no==0IZ z3o;SOfu6$^6244pha7%bU2x+qa6zKRf#LTSt{cAY%wwrGu#@x2g2ysTfYAXL z#Zkd`0oTNa)hCAyr)%yQ`L0vE2?Sg|rTF5J0OUJmxMt&mR(R_{*FrY8$U(lRm8yn9 zY#0_x8uF}Qo}x7+mc+{O_NC^@yIHTvSrSqnE5}>2?Qs>q7V2?94~6z0TmOLu0JA1m28=w-=jE^cC>&?M1RPIm?sgHmDp^(6vo6NvDiSOlMYsuxJGcKKmK_?0E zHa}`8l$8Z~Hh>Y{*mSm2*T5vCI1F1rTF&V+0MWVXo>{@wBOJ+BaK416lb z+aK+}v2$y|InLI5M9ZDVv> zQaRrx+a+d^2fS#TUGV_pSrHGTyt$Ben-vyFc@C<;nZT zf*zjSGJLp8H@w3+ZdK0va!|iR`NNBuSwL>(y2l#DY;@+BWc}GN;goTlXCu(%lUVRD z^1p>8%?a}IDJ`bXl1glBYic)BXGv`}onzaysIw%D*LmX*rGc^}IzdB`ja1fe*SRucISh8dBwBz)DvEazVp7bM}g-y>O^I!oH#wIM*=i#kjCowy+J z&W9`f=U722-XjO3r>U(M~7 zy{DC-a{3mea$j%PC**wlQA6NAGw)}phQ6W&ZHzVN>zfTmBfIw*!}91jL&5zT$TGXI zK&t_C-;$5Iv1cnNN9)NTujiOB<&>9;Ou-sd4kOQ3GA?pjYgmXj@I&PohIHI-g=;XR zo6@VMcmivcJl=DCB0x&&yCCCqE@^v;&U+HM=aT`Lk9;AfL4FSP+SOVmdY$~B2l1O> zpK^Zcmp~&2B||OsA~sg1>CTI?f3#;EJbpBIci&T0Sm%CquZLGNj5L3$Wg}Sw)|ijY znLMur=GPz317L3PCfy@*C~mV>V*nB$3&+i?TL zURASu{x$&2L3*6wPww$_kUyc}lpg@5Aaa-&x!m;}RRwI^Er1@#j$!i%yY7)Uy*fuB z7^GYjk-+9BgI)wfW2Gla--JHVTSCDPGbyi*(%u_2Ub~$HTF~;WPLjq28M>H+=-v8z zSPrhC`t?tLT#&l{7{Tdx{~XIX9M#050td!&PF>wMKR#U(SSCze0&8b6&%Ra>58bZ= zS5Fi1GQM{e_Bg$tnZKd|JiTlayJ0-@Y^HrP7Npztf}n919<6e@0Y)cfR!7;~|@)PSnk(&9#+@s4!;A+3$n(9BMT8mYM{-S+Ve$|G-=TN+g%&Wcw)28UWwOMwE zCppVO-veA*1L@1HQn5o4Q?RY1(_VfA2&bK+!A$2+vkqKI4(`Mwq} zdbNn2`Wc!nDwjkqcfrV5>&_byAp5;I=Kquk8VXSiR?(kZL4$z3w$9}lz~MjSwvuY7 z(vOdptjL>7d7p{VhEt!NBi_+=qvfURebZ3*stWlyeIK*`+;^#ti?j0qJ8<>ix?$DMTigYEg7;3Qsf|FznH zw4R^p=Y%d+JO+x<0UR0fOEyeYQZV~4wP|qJ-jVXpUen>5qVDklF^Z73m;d%W-X{2I z=S9XC`#13O)DcHd_SwUeITsf^d-(=lIOyK}`PlPj9d(xCwkCVTtHb0h1%5+h zJp;?J_T}T783M0D|LA!=hoeGcOGXL9H61&>rbMWMi(Pl_%3OL%tIgaNHz^zfKi5Nk zeaYl;Ie0t{u51RkAL2Jw87!6(JMoB2?EqMcuHfxV>0e+e$Q#Ov%UQBf|4`ikSW1$k zvcUNW>Tx-)nalj=)h7_ndi#erl*LlgtX67$Uh?Nyieb(1K-qKt1WkfZmH3>B&#}zW z$%@O#?Be#dX`#+i0t43?W-C%>DKkz*)-4SmC`+M!UXNhl1fvcQ>MTXtX=f0Z;0?+w z<#%$dEh(vd$HQbPQ(H!U5i1@GC-46#WfCS0A5DKf^7WFHaPji6ONENBVZhQ?8Tv-w zS&CD{v(||&UGPytQ`+>-av(ab>_rW47Kj$%T=?cW8y(j~g@wyj$)9KhwIDoi+sNK; ztBt{}p?-ChfxnT6#$d(e^gKGc#-fNiOGy<<782M0GAdECtat-Z3(@K>A;DUQerB>G&)~>MSKgkK>Yj z1$CD4J8?ND=71-Wv#g-ZMd5anI(ayHdmiAJN`qSByBYR?$WnN&ho98=2bQue=%RG_ zv{JC|oY`7!nSTpQp=!h6b78+;EMlIYgSADS)l(s7DaeS%HZkLCyvMK2T07!1%^CFz zq!QzD&>cZXPCo(xE<1;Nb92+4&cZb_^J-4+PmuMo{9xM0NvlKC|J5atu49cihiEk9 z52dxE4^T_YPlBw+=|;jHK!$tjf+Ib8;4)H8tlF5gJe@Uu@r}@x@}APw_x!Hq%vJ(t z(eeb0zWE{We#5WK+qjCE{TDXzslA(v3K)f}tbTc(Fv6Zv)SsZ=;0+?K-(PwC*b&Ne zJYGGdy_mmh17!4i`C%&q!yS&K=k=hgJ;R1zC^lWS=E*T-FbsXZQDLP05Vql+Q%*b| zc#HZkUXbU4E4;VU?Uaubn1Vha!}_Ow4>UiC@15BN$6Kn>S|%qr1T*7uS{%Z!iIjd$ zd-utQNAP+RynayDZ#wfDSGpu3aHK6BqMa=omZNep(s_X? zIm7m;F{QpMO{_oEC-RR?h3yJLNv=w$Id0$yVa(^xPYzp=l%VP{C+3`d7eoA0~} z2bGA!0&6=#D%ZU7lTqHJ6rh4YGfejoK|>)QvvR!kWh!sjdHe5SIf!D=k9zb71j%-5 zv1LBhLXO1biJ#WCJ4Tl>=o`L1_L#o z-BhX72A4WHIzOxn1vldr7Z#h3qA$*9`|@~&D~#yMF57AJ1Xk0sH;>(T1KdBH`g|1g z#97hvJLB%nD*LvI!t2BV?hJ7)4FU@!x%5pc*y#B02lpzAsttud74vGf=3Os%)w400 zVMWez5EDfD{AwY(sa@C1Z8Q^LBJuqj8S{v7Imnz}7^ORf9(s7s$S9*7Kp&CAq{*qV zOX0~-ugBYg94a@BT(0tVRAGwQNq~xB*eU|c`Ti7`Kz(g5FyB@ne8we;a%?l>ap2~y zyG;oik?hR~(PR@#dU=^()BNZMLh4!lvZoiMj0-&!&FKuLBb%2o2S0)hg=pa5TBoOA z$I+|8nIUdqBJzb8HlI|JwzFSf+@TXjId@t>$kfdl-rK>1|0qwE5ZjE5GYvPUt$zPa z=%k}7oWMx*`GoyQ>!}($WcHWg=fP~WJO+8TQif6f8^aTxYL0Hsx8Y`iNn(+!I^la~oy?j7X8v4-<_$AM*Fk$uKgUyz z4PZs|+SGz8>3=y(I{NaI(v({2EJUG+`sWDSQR)0>&k8) z`-FDQ;^16IrrmnkaJFtp`LD<2M6v>N{`R<>ae-gjrR=H4i{S#E zfjrfK1hr)9aXI?C@`Nw+xPy79-{&m3|7Ij@$fL=}Q$aI68TZdArJ)2H0$KmFSd!>| zKB>Ja`IL8_;Zqj6$oZB0q)wA~nxt$`QD#Z!1w+|7+o`jp*fp1@TPRUyNr`(mrZmL- zIhJ&VKE*BbFm;v`<~ZendpmWO^gB7;s)t=^Xv#GMNgqo!T`q3$VYbh|@1; zqvK-=h?ZMMdp835!N%=++y7fwQp%fD`HKbAS<+U|<~>7oD6u3=x3U4eRl>~2t59c2 z-R4n|{528a1G<~ti9B-f{jf{sd}|*7IlP-$S7lNwnRQ!wFy*+M%2iue7w`OgSQ751 zVzvkCjKNKs%WHuKb(ZuqCPcRS8>Xdis4*v>kQ=Vw_wax7i=eyi6YXBMtIxNB-8H;W z_~9aG+V}QRE*pRnZwwOiZfpQfH3nO9UArJYG*;fb(t7S6SkkRqzSSjDOTYO?jH9o8 zZdJwx`JUF_@Pn{&ymjZUZP~G3j5IC>S)a0UyfHqg@u`+fr<~)BYgy7U7Xv=ZIo?LZ za!Z%ZpGrB$8`seX9z_iY342U&2Q2;uAT|u<;Clwz-M=aJYX3pXevk^gzPMN1)&zeB z*_(i=UM|*37bN&kaMKI%C*cE{mE)~;=drw(Z8XvxZzxNWn->apT=TR~|8SYmE@bt5 zKe>jHUF<{1qe3S4wbI^%I49i3#oHhMx&QwD9B*Q~hTXYsE=f7ZThINcrm0)^5ZaTh zp2bk{UB2_&0p)m`T@)B28(N(<+C9(n-gtg^z4^+^jxi!oeod9>RK6UTT{C38-mx~= z{m9et^r1Ll6)xkLpI!c4&oh90Kww%^(<`v?tg%AP zVK(}@E}4b%o=t{D)^e|R=eNLaQO@x-^%wug58}^`eRVGn*6sIHRTbiiVg(3kWl!o( zGbD#fh#V`~+vE<%QFbrLp%Nm;O7`~9OZVfDO6tkp#G?Z*c$W?=*;~3-9Kk60Csk!N z;VxV%6n|&;ct6U?-V};Pd5AR}1H!mMVO^Jz8c%YJF;RSnE)ZOyKdLIkA;N-6Bk$x^ zN+tX~Pzj$pn9X)3PB;TR+`mpoC5JjxiY-rkT9i3Zs8mQu`Sdg6357~0-W4y&9jyiG zPSjS<+AR#(@;TqIm5v7*udSLJjaC3B+04R%%0A#D_~1^XQyk>?zHjP2`Zat#&elmZ zq!UK;93P)&^K+;)(S~y!*S#PxT$IP+-9t7yYiKe5`MaPJI$7EK-T^l>Y@6=_a;St) zcKxj~iz60Bu36e`d(9B=O~%`adF4wW1UVx{fW`{uMiLRe>0^8*rBhC#CU*^6Gyd>i zg4s(NHo4_zs zZWy^7s}-Zx5Vi{bsG-n)2zGaaUT=Bg>vmfKGjzj}SrP#%A=?iM4Qkhb%NtH)>bvd+ zvZ$Oa`9>%6^aihoA)(+f((RbOK54sL&ehFd9A^firy_#Ui3F&G%xG<8J$2xYpdxRn z@M*9R5yKcNq~%%r1Wb$K-wEdZhny0roYle+rSh?Ve&Nn3lJ(2XOrp^20k5uZobt4;M|MVdoo6`(F;B7Vztkn3Jj#FolZXp^wF#Yf{Bj0EEj-UjIa(4+WIeoN~L)+^ojF?VW8FU z2}3Waf|yNDCq11|KufUIIiGa15WHGE`Ju~=hW|Y{=-XIL^=JfzLsWy_4FD>Q=yUZ* z`~|3lzM=UY4Zxz?F?sR;0+b@gd(@l=ryihm+PG*^1}F7{gG>!KiwCR!IjAIPVXCcg z=p@0``O$_zY#mmBQqdL3PPY%#p;D6PG6zhDI#d!pHPg~O<;C(I#hxcN6ZCPDM6*`VHS8wR6v-(@Cy)17nj;+ESdC_@mud}Q^({1th?(9h)X{z5buersVm^ZDu~fiugFtpStK z=aVE47}~YC@JZj}!<7ABz1B*;iO*MpA!vDQVL#pMiel%}&-bb-3Rk5qrN{1bQ{jUd z&R4bvofLqtBQhQ?%ZvkpyFi@zkY;E-)vGIWTN}`v_TuR4#fw1jl1Z6?k8(lVfxLu5 z$7Zk}J9_8d>UW@;7dUtYNdY@eEH`0JJ+OPB?idFrnW!O~I7<2^f};2VCO(!D=tIr&-{LH?;hAT&0h#UY)Ij;rp!i{&7+5_5@c0Hy-U zTaJ}8*N%v$VPxjf@%!-Y^Z1q7DvYJR&wyQIM(M#xOoo8i6pWih8wOzrZAZMqfX}QQ z{G3Oas~o&}`>($cxB>IMU*reI0UlHilOwf7F4nn;X1p>Z1j78tau7`#tSZ9X;u@$&y1WUX;L7wpJQ-sRn63iSV@J#|Ujv)Dy!agWYXfNr$GFiBFmptIX8 z&l@ZQnrL}+?SEo9)lTQ?fX)iF7teOTqov>t(J${1N?KmqZO>JeY4<4buo_$$4_cXlWf6XIDza1)d z${LPSYlaupL)lc`tHLwqZp>N~(*$p%$vOsPz4^-ngzl@Wj(u20o#oiwliKmwnG(xk zC7b)$dSjAyC_81AlXtva;?Pqz%E{)ORc@3YZqXxnV1Lw5D8e-vX*>XylPr2ivZ;hTKnR_i`&mv=%T}N~fB>N@1=*nn17JBi zHu{a1Q>iDLgD-4-f|dRp%TZm;>pX8Kb(SNl_h6|&H+7a%TjajcUY|P4;fe@0%*y?9 zEQhmmG2cih>MVz2iL*!Q;b?+QM&==3F(lf1d1(%T&i~3PXW_N_npg`n!28lcwX~EQ z-b&9A%~6qsy4Uj+k55<+LxRSPuv2>lGmaMDxGwpfuu@f(8- z>MUn^k$w&DD(WofM!NK6u_e@5&PVw=-Mp2USoZmYeza4dL^htL1}qCYORXQR8td zoUm`2V{mH-s=MwHAHDbVAyeqxeOL4rmChpdgCKGOJWRQwj{-+)Ek}V=biH3m^n)OB zST}P|YrWa-7e&P!AOV#tBli>B)0@fJWy21FP`Ltfxf!pkw|=;0OgO0b$5jT-F#1Oe zO-_iO`B|^_QWFE<_kA5jQ%Kj}^CvtD+LEh5dG7rB{X`ETzWm4A5x+9;=MrT0!uOD-(|Oj<4dEY5K;b$~m8+ivr5w*lFY z<9zL1#6dU5lSz*ZOF>eG^^K*enS zN-QZRZA3kgi(fRZ=;}qlHy0T?C&*JWtyWE#M{^DY`z5~1F=*s+mWs7QpX^NnLEpug z$3Yko_Ov1&GZq)z1K!+RMhETvz$m1_Ffnh^5&mGP@YSQsQz(Z9noiqRIe()s7=o5J z)SEQf-0=LVLwo-smW1>}u*dZTU?qP0fzbe168=4?!}V7v{1^d+Cf+O}gZi1xgleeQ zQ+WcxMNQ!4b&YZDnJ83TyVvjun>x74v92sH|1ccKH9;h7&j|Xo{U@#*n|lmi{+KK{ zL7@dmEUt^!Q+o!NPn33+`UjS@c!B$~1Gl~(95lRgNO%0r!G3TMRSkvM1YPrna)EL7 zIj=t7A!kX5jUoM1Pl(R05pR%ke;qJFCOs_Y3W0Vba@g*LLiAgwveb%u*MV5{1H;Rt zZ@#kd{gqF*sslfinTUmx%30+&s*et^0Q~4sEwuh84W$t(-3PocE*WMCR6!g*)cddW z9i-)rX!RVgW~~i`P&vj@Qn{zVy@lZzPCJRpF%QwxEQ9T|?iW#H}1?{bXJbkcfiK8Z@uDO?I_P`Ng8xe>V^I=wcV z5#qXjw4soCwwW`Z?~N>7zEe3A%tu_**p;KC^~9eF?e<^MP+N2_>`Umm1mw{2f{*@^ z4RuP`KR$fw6u8YeD|z#6UASy~v+A9NhH&4;Av+$G-G;#TMA~86D=1OV@7&?#3WQ>= zGA5sG0`VJ{E|5xWg5u@$_m*w);O3Xeg66vUP;}W8KV6YTsF`0WYM<5$onrQ`30}qk zPlPnm_P-cO7YvzyfzLE?knhL&-MAoE#oMNfUQlOAeW|OX%$&$s5<Q7OKY((wIq`o9OFA{cxFES@qmDk4GW(+}Y3a0{;D?Ka z;oiLsUwF=`0-2B2=jTp;NIP)mQhn9tDj?{UWANcQd9u0xu7iuljn+zQw4_0U&ZVT34I+-7;$qlRXGx9w?oPQY7(?05^gD4up;OeZ z${Cx1oYdtclK313+#BCU93=lNSOe$%pX2D;b5Qx`73F8S{)X;aQ8)0ZtD z;O<4W6`f3$MDO}P?VWi%RnPzU4=s`wm5@@3>=h+ax^qP-RQ9ylvWtWYsV*sNk!&q= zQwnV=NrfR>p+brl5+z$gltO;j?RPSt?x#*ik8cm}-kkM4rvBdT=)jgTi;L;fpQADrd$8>0}1(xb8-tB@NcNAXKr} zCi{Q~!hW;oc#~&I15GyP#onz&A6me&I{J}c1Z7Ft4-bVs9P0=hhEJb-%US`hHZQ%V z9jyeLvtHyq>ULpaMP+3tN8S7hOG;*!?rNCW9~U&`cvYoZ@L-P%BI^f1EC6P*Imcsr z&FUS9SrX#5U?!UzyLFky5Z@`Jlg%lFkDfJQhXCnhbNLgO72eI_Bb{una5AUv+S|KX zJg0ci$45M3YX$GMIKVheW=r$jyj`S|&0#wZa_ib#lAb#|V#8M)^)ONF zvbn7FE9TUXRw7I`hsZfjWgNT=hS@}J`gEG5U5GU2n66fjsh5HWm~4(!Q-5#6Aoaw= z81=kd3QecJk|v#OPA4T>!_(Y>gJ9LF2JuR;rcjU|V9Xx)n^&T-x!ZiUyj+WPU0UWd((rEcS z97rK7i55o8gpxPNy_CBZ4)_r{ERa|(x^l)_*Aq!#LSIk&_L|4C%0e_$#-g@tuqTCo z`9*?mU4jhqb|}t}{oR#l)dq z;l30P4Si^C92Qi#G9D&G9k5f`Ujve7ztjj0@B`=NX9&=ZJ3+gz(ze;n7eLwkqVZWy zKaNYf6fphcs>Bn(?z+5zT>?85@6LbMejIdPhPuLC&>41hb>SgmmV~nmMyog~-R7r; z)yxSD5Vi%@5_mf?u1VQHV@X9DmkU!}FoAhKOKiX@RPJmx;mF4x$-h44Z4Km5xue8# z9XnEOLS0S*G?f~LEo9M9$Xz5RX>@~-fDVy`jN`Drmm})oLISNyi>2tKZLd{{xi9Cb z%wy4{_*9O!KcY$L>3TlkwC(4`fpkkCh{oS6q_eOj#J|##u(1pbd#5$o`0N^%gM^6g zZ;|rNPD_`Gr1vS&F0~!Hor1BfmcF;4klSz+9DfWPyh9!TI@A(yA#Y&3bi)3koa=ig za-kRKK^`nd-$E!Sezo3Z>MezcJtIuKymqx+xtqdus|1dv?Edlwc>|**2_nMpGknF_^zX;G_xM zxnP}8;_g_0eeQ?}mTZK}U)H*KpK1br!JkH9cQ!#Ahx1FMWwa1f;X?55;WHVn}*v|9E6Ojvl3Lsjs9 zIp**-#<0G)q!$J!lbi>@lCG~0{N(zWI4%k8`GJj(;I=XJwc`iClHR`7dpc#}Rd4`Z z1y~0X_9&|j@728cqCp6{I=Y+7VnZPHWU{2UR9-l;?Jnun3f{VCHGk#cqMB72Yvlt2 zSRx$1w;>RJ7&FHlyI8V=9##U@;sy6zsRk@I1TqB&&lD&Cb1SvH9ki&M$&T z^v+Pk#aLNVScC8h(R)9ROPZEx{@H=294t^PG%}3+r^F?Zja)>gI%bYJDK_C!f5(}G zaY@MB$;>g=k!v=;v+ORy&X-}*#$J}X+x0LEbq`HhIfP=a}PoT)M5j!IN~3xle3f;hILO1IjUHyZ1`x z^wNrSO5W0wHx~&&Ua|H#d~=PkP<$6hx=xL4$9!R2=#rghX$}3b5O@Am(+W{$G}#kJX%T~%PI#M5iQr2Dp7~>I$h0>x(3dm zL(jyWu$~3W;`H16L&06-_AntELb-jfH#w{d%>)&w9NmtP<=7}*3K{+vu^hysi+RXh z1lWT6ncV|8F9>f&^zr?Q=9DnF9+CZDa?|~2{|g!y^rlwrfQFzpIC6f$LEb7UcvoqT zwDEjpz-1(;{-vh}9KUdB(qns7klgLzB-|4Quezr=1jfCB#m)2DIeX(lLcy_V{y$+k zl;fSW8Co=NZmY!4Qt6{`z5apP|pE%=M6`b7# zWZCD~ei7CHpT&`PcCoS?b2zYKoEdG;66EC;#_KdAM1O4Ur+q|agB|#zY*sH z!IKgG7c#5@fj?Rv4{>?2qh@xeE3@Y5A+pi3-pz4y;*;R4#rV}G7Pi6fJ>j# zCR$)m!QQRQlM2GugEwY+Qo~9=0nN-Q<>{7x4of+oH_cMaQUuz}l9-?vqzOVR4_GwKxJ_Bgf3Sj6ssczY%5>daMjV&( zRkvXn9-s4f?Z-e?8BCVa^sez*$~N+GIlg<+%Y7davlM(TV6-ZILzE6RjLIcwbc1|c z&Sd(9`J7Ye;4E^Y7EPDf!`ZgV;IY~BEZ~YiR_4`+We!JHLrj)(l+#teD)P^<6n_W5 zkGnj4NV62K=ST0p9zvd_7OK~exXHrp*K>?DT!Uc2IS$d03Avy- zns++&VLwZec2(G1uG|hcb4;+6>3R+vdbzG`Y0U!Zg}1hRdd^N|c3H-c3pR#Vx{lR? z6}SA~drj*B`2PpDhWgc22EP9Q(NN4BZ_OJ&Z&kfYo~6iu@FCL`$g`Ac$z?}o%_7fI z4o@*|TP!?Kmf|xomVz0w$bIiAMcR`YmqYQk5LfafW+`~@Vq9B#ZlwZh%{q~|_za+o zyn#`*etA`c)PwO2+=Oz5yuwa`Ny%U_S{`i`_4`!@e!q;5G53GWzvg3b`xJSWGSIl3 zr}U+3J$+ai%#ZvM=qls&suu5JPDf}uOD@ZoO#y~I@KP02P=a@5mQA`B&&pDcJ@PXT z{|QU+A4$u5Grm7AXCFtlQoxPBEiMO{t1+|JbSSNSZvCra#4H6_1_rAJ$^p|N<%SUl zzfc4PkuD~f#5P&ALr}RP#Bw4_AAD5Eb7a}WiZdm=Un2d5mhDnQu~=m* zwODmK&_x~tmZ3-3o>8luU+!u5BYlF{`5kFN?*z=iQnWm(_7D9YsHe1?W5xZqH!IR( zPG+Wh-w}aF@-2%aDUMKA6x8O0y@m!URQ^`AXefCco{n6|16NG3FBLl10A(hPV5gsN zfI{~dcKcdLftA;#d&*pf!09!T>*j7s1e;9T7q4h}2Uq&q^Shl10^$a20xz7Jf$qe^ zb{au&knbt|U6vDl3ybPiA!a$q97$hpTnqNvjMUwJibLI6RM#^`EDP2WUdXSja!jF`h*0GsPr1IC@c)$xSMoss9Xx(o0?s~E|x*n?3wR} zy?qF~uu5;Kb8H!3%fzruA-k6zKVdoRXHWNQJAVRH@8a_bJ;F}K!vi?}~AC zT>icbym}F2yH=c-m>_bP3~>bD{QZ`uklO;tp>hJma$c93I6Uqj0H_#-Eo0G8{da*0y{hg4ol|RP zrJg)XI=+Usd}G$F4R)k88;8g+qamwfSYo2T*HB13tKNL>0(&DSaEMXdz*N*F?i$Ks zL!lZt{lsG+DcyPHaGNK~IZ8w$_|8`x&<0yd^r^U4ivi?@R+WJ<Q+9r6eJq zYHS^`4HdD4PKhd0BORBsVUV&UWEF(<&p+2YL71R?o6H~aZOKIzUCn@OZtA56BsJpZE~GFOEPMGZpVF! z4u&GD9L$S&gubhDleRjOLb%Go{Q!*Kz+_3cD_6^(Rr_-+Y3R<{oguIHl4eN_V)y24 z<{;0Kbc~NhtqCO0l2qev20w56b1Z43Q~Eq<8}cm4zh~!{Qn|}4HW`tP^gB7;CNC{& zT$yJBlqwn*n98t0>KvLtN5>o}mZcQ%VfbE{&2d!g61^N0zv29HO(_4H2AVm`GV{ic z_pmCN&F>t8CBSX~v!Pqpo=q zvm{h=_nj9sSaZA~beb8LW0uY&tn2vh@rFCT*&?_Gn9(Kjn&bYD<8l-^O!uuDR}Sh*^_yD@|0!`f zWNjE^uErb>L_o&_4H*<&5yCyK2;!)^*dqfPZchRp??geU5Z=Cwt9k~D9|Vze^nWV@ zLgO#2k;--kQiw|qOLQV!*S@>yF~N6^6OcsZ=)`hgYgfwRdBd%BoTei6Y#Hk>2Ly^= zO6#>G}7^)o{@A)tteVKhxbIiWdQ#OG~ZLXknslYu{DN%TO5pWsBM z*p;@hsi2h`DX=w>#Sen`7m9W<SE<=~Fo-Q^+%&qe`ve0xQjTFDY zf4t_G{VdGuS3I?J%E=^&nHA~T8y(+9tP}!lcDo7|yxk6>)7;%Zi`XH z))yc0y@vV^%{@K~YL@KWJUTWMh@m5crb0L}=6Gw}>00CuL{K?w387s3LJ+z2^C^JX z42*9W!J?tQXGy-@Rds%U5lccHvVCzuDi=ok`Q$)A`H%KoP1v6J$G?B>L>fwM_?Vf? zZx8IepivV;#<*?M28C-b7{*PKfL_~oln%YvMya7mjw`pKK*h&bD&6Uw;Q8XEv(_xX z3{yg1#Mz9fgO8MUOdL}85vniOj}83^ODe3N`E=sN{(!5^P81Xd78< zDCGWV+tbUyB?*O;di|Ba6;<6C0fhB@lW)*;bxR| z6csPFf+D4xMRyz_*mL-#zEH6RG(T3PwCI2z9Hlo_KeaLoI82Rj9WL_@9^xp2v&xm(Dyq#;wxy7Mf_vm`Ag z&NEl_zK~`~rrq9md&-uQW=R(R5SBFjAH>^-R<**zM81!+$;d4yw23yZ)<*;C7u6Qu%v?9>FbRKz>+$yI$ujIA!bRV`sa+`a3eqJuDhql z#U_(yNxM&^mZT=p!DNIb(GC!=j*bd^Xf)dw!jg0SC#xJLOH$Su9bU5I&#|Ozy_>JA zWcQP1Nrk(tqF#+8&yt>%mDdeB7a_xb#B5+Hw*GCsm;GpUEBZ9 zvLxR^cl+H}ZGhZ`ce8G&4u>N27K;QQ85p6XpuV%*9#+PsRNV=G4{5WHbWHl#AD49L z<=F$WquSxw-4urj-Oqu_n!rO5)mcDPTkFHaC+t*w2;GUvkNtF_7KGH-@r7jnTUe4_ zxKnIU0(qA7{Dl9fc1C;=S(ZfC7Zqg_Amnz8Pgf(zf=x4X8`%;2nhPTApi{&AqAxKs54&SO#%C(}!Mln!R@;&Ku;R>Ysgf(gfD7>`(}vxl;;ahaBa6sk3QP9`$$H~Ovpv;-I9g9km9U<2xeG_U zvC5;M;ZqoZtQ+-;z}uP$Q?5_|G{cC z__5vLu?TMyTsTHYZfI#0xNmZs^WEWQc*mq#dn4ax%IN2v25hn(U_p#!#+J$kxLiY^ zSJ>+<;A%YMI&pXoCB&~HWcSi)=ymW^uYOAu7~C3ytfv&2^O!8hf>UF?G9blrm~lb1 zcTM%KClj+A#PJuLezX~!_ItUjFp+#*kh@K~>TTcSU_UbQFcsoej)rWIlX6uWi)Q(L zm4mcP;&{_qP*7|0^m^?z(!1yJaf6I3#=m|wD>R%_nM3UAgtwi`9yPUE|9!3ZLe%f30zxpyiJ1}%fS20JT}|tf}gM)sfw4$ z*BR&aT((kE$OvSo;&OkjhN8Wg{tD=?d15@Jf|RG!QD@34z?Diy>Q z3~3g1XQA-;u78yF|NpNRDjm}e6ctAn&Pw+NPtoUBw4cyM+jh;Nbh*l5;E2`}+dwF% zGwjO!wgMWkMa$FL`$L-vja;ld6l0M8g$G_W4Q*YhEe!HMG;W!s$p^=}&k|0KNr5YM zW=eWt&w%R9o|5S*XMtNumw>$I1nPX9(Y^i>FB$u0*6b-avxZvh?aul8M*v4*5!rad zGvHOqLD^|f--3?u?;<{lc|+UeHD{Gts-c^l!=&2O8-F>=d9}}>W6V8L8p=d3_BA-5 z*3+}lo|xqzBLnNpF}E^7NIdO+FXaVd3(>X^+d|>@~9G4s$IL!RY4oR*hy zgHE31>{gU`ertFx5bf_qjNeoU=jN{;C(m+TJvz0n)08~RaVdU%H|P1EWjXN+d&&*Z z+ki83H_iMkG6LEgPq^cMTLvoUfaT9eXhOe6iBT8Y>R{gPkMj50`&rK136Ek*#oFPh zr*EWe87#*&%sy_(vn(+E#pbPLW$e_iZHHm6s#2dnJy{DD^$28f@_hLgS2Va+Ib=Px zh{j;%n2Yil$vHocJj>De=>Ne;iag8NX!~S_-E{IS=aK(I+nsy^WI42REKKIt*5igO za`+tnBbKu_=jk}1fWL?3;F`Q|l=Q_i>s&OL>V2O)%X#{Pb9acIgO$R(y&(#PEFR^) zQE7eETF6>h1KSsBJ<}&tCsdqqz98zUrOVPkOq6zn$2VR*Q$I}+KG3z7@zbZk?Acih z-yh%35*Kvn$p^>ApRkCYa(Rbj;&+Fqi|l?96c-R0cDdIu9+DQlFM0yb70Gy zOF3hchEocV$&+S5EN8_oqcY584v6e8j`7_<+HzAa3S#oi#;r>9DGaSG7gP`@aVboLU zanX~kE%Sjd-VlA|a-SkBFYvJ`|EN?)(s^7I?VmU98zl$!pyhpu`6WMyO2;eSc~TYW z7iLMHn{u8X7FRz$cu{i#{FJg+Xc!~zM`8Y#kCs8zFgn8KiD}?b=&i@MOYUGJY)xy@ zRZ?h%`WtJeoqIGNx z;d#k~qw}K94st)p@3N#hLuapyq>y4s8S(E@!StNt*T($Ap61-?v%rc zq^WAv?p&W$PFG2fe1r1^y>2>jU^+UYXjB#rg=4+5`8Xt#6y7;G zmxD+%sEiK^IZ+3rKsVwa!gk+b*>#UN5Sc8=|B`&hMMhMdF?xR)YgjZCGE+FR&ljf3 zy}Ui7MdblYyAatFt~?jjUb<(q?Cc|wyZ>gKl)}Y3fDf%Frogi69??)jDduJ1@eR$| zwOQm@5?;*r8lR}14(u|VLo!$y)Q@Z?)KhzVM5pT(sy28$xgl!lT}e3NVO585Y$Ci9 z$JH}>ej9jsz(Y-JMlCFvfv@=cd4}_>X|1nX2{py&>Fo`cC!~=Nuq*Z1a`7 zqR+mqqVRk1n(O3pG^sx>$k^lg#sfZoTU-!gHFwS%$_=(UWKBJEg4k1wjErF2b+19f z8q0~a1v+38(xtH6IF|h|h+NeQhTMq>@(Q~GSA(g@kinGB5YCCGD{Ib|^Q{1asN6zg zxvx)`m0sfQfUla6+YpM-=cncd9_zGH-UODSU0lnBu%6}S$HCP+IWQORR?O=PLOFYz zBJs*nDyrxuqfcC;Gx?r8VZr)9{I5boV3drDViV$ ziV@XKtIHs)=Z*6>;NsQuz%^9vDY2YhQK9bLnd`y#`*yy!p^$nOxiapL9+O~vRq7Pb z#*Op7+w}D(tS8vOFg>9$256z>(fohOh7#yb@KKB8fvaZKRKML|2(xT+ z)9x-&fm=?la61_D07f0++5o&qQZsun;a;h|(0g$eW;?YBhD_uxSs;}P1A5=@Q9G>& z7Dy)Wf4n^(s(0C`i1I^dvoLc0A*Z)+4i-49`@tS?&**Gyc;Qg0(LC6evWyM&vod9yRr3@${wL(Lh%if1V7#PkbiJD(8Eabk6^rom<6*)xd+OUvQrTa!+0RX z=M}|Cj0-<&M4lyua$=IRq_2>U@m6KK6s%I7%M$7NE32Gndx;}1RpfZQ=vw9&U%T4Idr7%wS2oIU@r& zO0&S;NYAHd9xyEM&VUZYPeF4hmK&jRbM0O3LLi4fX699$P_upg zxH)N-H1CD%5#EEuED5O&^Sq+Lnqv-M1v2W(-2b9*Y}d))XXIJZK+h}6R1s8~Xg@HP zlsG+M)Ui2^aOj+ER_6MOFjeOQ$FKkjtio>GniN{3Iwt}6FX+Lc&@2O8bhqPG}x_2 zX|P$3R>L2=_1IO`e5gQs>+NDicFrtF|~dM>A0YnU^CsWMH5NK1${VH zvR(Zq2kE$=hTbm|a{~ETcJC8;-m=Es)@7gcW`J=)n+fBBkP$@FJXJ@@eeCjSy##Sw z5Ne9Gm&SpmF}zK(Qu^RI-iP|GG~)Oru)3)tZH+jKrSQ)Ptyuq{et?u|`&^TW~siT*{aCVeRO>eFQm2Wq`@Sfic z*I9CJloIWvxGu?6m$_;M4)ti*RXH?4m3I@U?eVX`Gj*L^cjCXKCoCL&Y~8fCFgeou z!zCr!AooN3#wzD)T+ppoM<*^K#d4TA-kkT;F9^9p92bO)1X|IIXTUS6#9M&DfXL=} zvuJdx#;U`>3rVD>Y$4utzm(JR(kZ@cKnQn@_KDLXf40iO92q&@Le!)uaq zm#gla_dcl&E>FI7|7n^SEPv9m{rKlzic)E5klO16_*o`j{^NsWFpV1Tw%7GC{4)HD znd;&?DBcvI*!KJ*jJEl7WA9H`&T#i|Z{HjJET?s3#?Fy@|2CG>Kfb@77o?&8hU17c zv8NPS|1-}EqCWKT4LxQ-=DZ-sX%_s{hMJ;S&dKD@3)($(qQcp3bFf?*xdV}0!a1-r zXtBd-FAKnrh+)_Q77c~G%{(tipm)UPC+km_^uE;%Cv5#l?=vwgQ$M_PgCfh$H+%-e z{b2aD?>=c^1+YZt@v+iL2t*nhqnZBD z6O7Vkqs3vy4^(*IftCk73YWxzO=IP`+%gQX9W*;4D`}p4SMf>+jalR!wivS!qHUo5@*(>ddpE(`@ATr&j=lnKX1d?Elx>Bb4<6VoE^ma}E4r4R zFVlmnb01U{EIJ2tghtM&-|}LR?}zzamUBC=#O2H#Vhx2nXeP@UyFKATku@>P`93aa z$oW~}BM$eFW;u7)+x(9Kk5dF}N5i#mQhfZe9E4?_{u?*>6%tsPbQ+G^(snEKYg~JY&-B zv>*O2E(mX9jLC95S5I3bwUs=}88%m4zy1L+%Rxpqy)Q1vNO0rhS69iioXRqxNoS(S z#{~($^hrM4N=V!iCaYJ)$=a*lC^4&kcsCe3nEDI4RedC0SzQ=Y4X>#ve$IYT_7 zIgBR_l;vO;vWj7JL}HfXEm9}4Z#{XIBiXV@)W`MDvYfyh`uD6ZFmf)(9yR*X!vXUr zggl;KECYunxy@T#p$@%IdKg)!)p`rk->6;*M8D# zDrCe34dV=5`H-E8kJ!Y@R6DcSS|B{L_pQVEe+$c*Q*3tN;&JjUCs;UljO8>^ET?Li zT`iEmmG)xmMDi@>xsU#EFRp>c1x2$k86r>S*IvOYhkIu6P46YhJHjl3$9o|hs$1@R>jr>M0nS&u z>sWKVrOe=Kxcd{96YDX~Wgb^Q%Ne@t!X4iU17bO0`ublV^dE#eWL>sjEBN&%KO^~C zP)D})iAZ9ogLff@WKjbjt+*Du!$U)_*iRGrBe?D2mV+Y_ys>#UP&*Bh4CfSVA-gm%o)pGagGq#a- zh_o!x%C~#AhO|SZYMZ2;*UOV z>eGebTJ7i(O!d$PO7a_Cbk&Q) zO3rKcZ^~!D*%P;)Obm(#?gy&`lMS!Iq+bX?+Yr-ZzP=%%trupFKY6+PXHY3% zlA$g<0p9MhJ}JD1o!Zxx`(A^4bMLRZY;ji~V$+x?P=u+ymkK|g&?k1;B68fb7;;Av zXDV@ZSb|q5Z320oSJ%e(%&$GCUrcLA$)rcO!DPJoV0--i-Ax**lt|ayist=HIzZ;! zJ43b`?y4-?sd0^kk2u`Q?i&FnH=n?9{}8AW?liCf8GNLps|pPJzlAC}*^|7Q!bBj? zuGmcFy_%q62X0o+CnzxLk8P5EH_F%-X!6zj zIGUe4RC(_9RBB`zd8iVbx5`>!#z3J8`DAO-qj;wV8Ip%8GE*NvEXyPhRTlh4fDGsB zdC$$-Y`}~AP1H5<4e8vsJm>bVm<3Z^0~(K1T!k~Pwt6Z%p9k3V3$}as`k@N-`cR+o zuinF?g)LwBd!B>M7rog($AqN zfMrez^NW5QAfvdaMCT@FIj|cwOYVp;8x@!PyKER_uExw>)1fEr!Ai}N>4X6?sGL{h zNf@=H!Q@Cl7e!DIZzsl8FpY(!pf-S^`8lvfI@IfNKr1B!%@~o9N;t<)2bMc^l=rBZ%40x73XJ36oU92f-yN^>VAbM0r?X1fHeE6_#dGV}=Rx!IC*NfXLtls}EWYhVJFqUBMwf9U5x zS&EeN2ir?r&(iNI1iG4p%zz(zBp#gEFcFTtWA#Zkr5To<3#L!nT?VCTU#OP+E>P*L z?6RkY4e;}%F;4F=w@UOxr?CDEig?wEoIzw@cQLl1vg4Rz{w^>8@*kAoNUcrbh~{?PJe*TaGmJYc{~5M03DqCLS-}9Y1sGo`N+`#Z81b=9!V`p|<tr-ubUjg5Pdk^@0+5}Fc_g6y9-uSNT@yS$f0%3?8EuUB}f)@Mb`P;n! z-M@ojvwz8kTHY|@RglaC$f@#XZHl86)aEMm8saYwFD-Z1x0}-fDr?_{Uq5#N2FMCq zoPQS!>!w+Y?YP?nBa5Fb_R4O6TyX{*WAtW%2^70lKi3DqhQ4ZxVEsdIaI0r&YR)H6 zplh8fyjL_hoqIjVZK&U6Ne{*-YoE;~)=)^#VX~yWA%52%n3G~j zG}(aHU{-+3)XRZgq*>B|v{loZB0f_dp@~v#i4&!`?sb0W9;C(M0mfGoxL*e!A${Y# zk0sTrF6!CckOK}N10SQC5^9>T9k*{}=%oWaR1PCv<++CC1zZ_k02EOaj1Ym6s$)z)dTD|P@iCjWe>_7u5V+;hdx<2lEAnHqo84Qe zC33tZweu=Ko1*Xc(~gTrmYu5l=D+!Ouq3$&Sn!Ggu%v96pvcp|z><*d)6C;Z%{Mog z_zZw0wV!sm|5=+3Jkb$KB_5&g+2((q!3h11Mjtoh;A6a}|CbTUWJv-tcV54D{c|j7 zb82(7Mlkt|MQrPGF_$YIix? zdyw{GWXHlU{mIrI&u?6yuF?)yrzzwuVz4B?k&RK}Fblvd6_LyCvs3Y|t6Cgm6BSnr zx=i^z(--xA(_n+!Q%p9M5@HK55AKOywp9I1Bzcx(@+HM(@nrHW$>%_a!isU^S<+CG zPt>&>17%5m17t}@NwXv#jVmI&;lwNnwW6sbum59Ml1{S)Ri&3aOQM{v8OPa6o+VZP z;J}|B`9)Bcw3p9Hk zjw}f|eqzI5Jf30jti)D(zLj*Abvw}fwxm{&?rY$GiEmMHf+y+YNj9w?Zp&*L08o^~I4Ov5_2rZuBv#3$ z&La1{9|XBSx*OyEIn&qj*^^ zFwNuo)WwLe5k(TeVu$arXedO^B!w*(l%Cx))*zba2tm)5L&J< z_MIGOKW39Wo!C>0j9~iYt)D33L+9MNd)^MHA$xpj!Z|D&3b7?J+E#`D4~5&wlJ{c) z;^JqF#ASqYTS7amJGnlBW%oYO$oJ5(?wP|?#9|BK_k(LFgi+BG8T(ZX%@pX)%WZ)G za(~!p;yuiJMvCV1U0eoKMEX??ZTfA(`&0R}M7&Y;FepQy54ItKMMI(W6fqR0hJVqE9=5_03R~E5`LToQ4 zOWM0?60gWFuq1TAEne~nye(H7`(!?Omc%tpCE`tyG3jJ)^B;;7vfVg9I@w$PKO`>6 z>>rfut+-jV-RYPJlyO_)^ukjU#MR%4o)Qp4NxnX1N$cq+V8pGG2dj$zm+Y-yIi~s6 z0*dzDoB9J_N#n){xCQ(IOF~9AGuhjxh`=Vt0kEWJV>@Y^j+0OJ<`Fu7;+kjVlfCJW zyTcvl^50U=%T zEXlTj>*5{_@+?X7H{z0{YUw$#9L^fFPjbD9evmy9ptMI$>!dZCF4mS z+;czCVO*UgJL!XaI5$T>aNjVVWnT+X4~y+oe4rToVt@zt9438m&yXn^nO`ml0WQ>| zJnRk?-?NJ&3Y?+z_0GP7d$`u!ozRi3L;B#Jj`_l8HY^e$eQ;0oiB7XG+l|N^+!H+8 zApodtQdud!V+!emdqRSfhl-Tw0|TTZVJ6!M{Sw)F^BvlFCx9o2qr$5faJJ_DgT)t4qpHbbkd951ss zA1Fod1C2ikS%B*4NAlv9H9>LwNv0|2V)Co7aMz1mn}}t#-SSKU(eH<{r>>vJsRZz literal 785513 zcmdpfd00)`|Nm~%q(ntB6rq%oG9;bWA%q5@B2)9Ic{C)a(!`PGfuy2IXikILr%|(_ zsDvh=k_;)Ne*46^*1hN6yPf-ee$VrHoIl#_z1MrM_gd?{Uh6&WwMneuH<+0a>W?ho zbj;e+(9u@L)Yi$=#>m=KM&H~hj4Z6`XlP<-YU{kk&d$l%($-wX+R(|#(#+D-F)TD} zrDxdbFbVQZTYXdPrj4PqougBjnhBX_`cYVEeMduQ(=b&~5KaAEBC}fCIXQ)qIjrr> z^}qkiY3yj}Z0cxfXB$SIY368YYGPw(t8e3E8b+RNV`;1JWN2e=ZR(`&WN&Th9Hz!h z=7XQRZGAH%i#MIu|B20~iEJ%HvazG7A;uZ>Ok-nveM4(| z3q$B4tEDZ*swR1+qoJ*dosGVeGqn>m$!tFgf}wiquYt_&YU*fYhdodYA@fozrgE%r zYiBae3YVLq<213Ob65bG-__9C(!_AOVYC)P9m|LDiFG4JtZ!^#XlqWbkHy)}8Y?2a zzGrZuiZq$m_K$|@W6cUv<0EqzQ%4i)-7vDCt&5HQ2^nKMM^hOa7i(urLq|u$6WEyO zJDM8X**ZBpx)?iSLr!L!E*M5;w>9}*Bot%cCrpLOD9kTxZ;cC(=^RdhHpq4`n7LWRuhWN+x`WU6oH;%x7NRTV&O-}e)2=+u}j z7Fmc|h*3wuVmUkp(*MU^wUEd9Zsv5i>QD2jANKbZNs^h(pdq%9`P%_jV~S(exg`Kx z;y;bu+@B1}JcBP@T|frwnOw8Z7#V}__j5qrtk>qV4-EnxrraCoUQ;kVzp~Y zG)~iS!L~+5PG(J*ixHXoC;a>!izaI9zF`&^le-}%$xQBlkwZY0!y_1;3DQQ=+0hik zL7H5V1-F_STT<)R#;)%*HOC;s2^%~b4q9+paFIEtfeM?7VPsY#jIA&WJ~b8#ZZ&3$ znb<(_`~e*nvotN{X<7)71-?(b?^q$DZ*OUg0dW|4jy{H+RQQ-i4}D_{TB%csT|;}# z#*OkD!Ypja0{Z$!nB|HbXnlqhS%GSg*e?4)^U+rUSyx6D6nezmS zP0CL>J?+ZApSW_R(Y}|XpD!tSH3*4ic8N7vj!j&e-(q!vxprLR0(06W*A*-xQ(k93 z`(E5%J7YsdWcBgvb9GXH+X+~wJZF&{;iNDPVXivl2NNC zek>lcYD~;8{Zvu}y>mVr`@V|v{5o#C^>)_IB^vKUvLLoWGa=d<*dHSSzC+dg+_`+M!>t4==HRzAE!MNV?>m-c4! zH>zCS$!$&Vs%nb3xcWLItscAUx-SXpG*#G&CfurdSaa(pYtv@0iDX~)(Jx9x?GnWK zxAoQ)ZxDR$G9@(?w@6dY=)R{TKk@zjYfqxHhR*L_CDCoO1bw1>a#eB8(ffm5tLkDe zJqyVf{c_kPu3-J+RW`a8kCC_J&dtoab$*HU+Lt4uyPUq-zRyq4`$WzuQM}irok=OH zdH!xpUiPC&W=Gc|gBEF)S3UYZC|9bk$L?3ArH=!yYFIsqx0qWV@MR+3Yg2E2ubSEZ zjL})DTVHyvSeo0%@}a_Vvto-bTg(M7Bd+#73(J%IiQ&x`iUONNw^?4;A9thMq<`~k zSM3E3jsCr@dn@iy=7^-OdBno5;ZkONaJ2fFJI90WV?3W12Cq9=ZH6cwYsRfb$%FKu4_`;v^h|$tAQZSS*KHQPCZvXugBn!op{T)gItQ{TkeoX{8~Jp zuBt!hHN0APoxJfSt%cdA^A4)#Z#>MVmqwZlGK%mWA5UC3$&;=muyp3#)85~_eGisr z2Ho>Je)9bbaUTN~r;kbU3GI=JOFy?bR*WwE%&8G1+8!t6;Om{O-NVDIwD|rY+hW42 z&9~ZHp0N48q2z8@uwdVMT&G8qAZIf>}wu@Q7b8iR<+CiMb=4t>-Si;Jy7NE5+uJ z?0~C=IPW%Tk}*u{Rg@TmOtHarLb& z>H5KffijwvUB-J3k8*!|QxiPbp7X4IzK2;4`v6-Qi`z5F4IX8eCcw7kUXClCn+V-( zZ$G%i^xPf&9R*wOFTA|TIM!x~(1Mj^yP`v9cgppm}!|dn;+Z(gO2&@|EbphMFjGqR^G%&YhDf z-!8njYENamDYtc>V{a0Z#QYWV+{Y;mS+-uINXV-iX9=_AtLwa5BTZEIb>(q*CzSa` zacVCK4e>fhzOgBFGi%Z5eZ;$OOFn(z6?}KKV1#SIET0{p@(VAF3+LWmajACbu+gmY zJ!hO2-(9zdMWc>wv!Y#itMS2&Yjox;erdnjN0HUPbh-bY33K`5($Cf#UOwY+L9{LZ z!#=64L2`*1!o64d8)DlV1%cSU^aFuO{SQ)?F1WJtzTtq}m2Nk&ggRA~`P)PNR_BN| zxr^O-pzUxW%*e)Y^}F(B71CP5Se`&?r+P@fm~Kl-IsY};f+CHAE~4qB-J~(eR{n2H z_cpb0DJvu|k?ZWQADA!rdgesiUg6tk?5{0QVUtyuDArRp<0xzwI4`zODAF`8)}V6R zY~xjFxhGET=I2DzvlmM(6|jp7F`as_sMw2X4x8?W1TEsiS&94DD-jhekjwKv~mz&+!+Jy_uXpo6M79hmp_;K}F;#rLhN?4tzv+v;7+%X+P!8*SY6rn6d5 zU(8;6%a)+P^?b?`^Cb#=-Kq>$%B1?OT)u6Q%Z}97)!TfNn4OvT9F#I>tiHI*Q8psO zZ!n6lrI(+1s`|@B?P;gB(eXL;+t+d4D2myfaina2b;UyYk@*kS=IDElN<5U#8O~hv z(6hV$Q$sO?#)A+;c>%S=*sX5AslEX{cq zyTZ<=Tp3+P`MhCGN%ZH-T6W(~KL5Nx^p!*8PMwx$$CD-5U2-m^)h64Y1>YEmUiEoZ zFPC4yhU>S@Ht9xPMI-t=Z`r5E2pUPfT<+hod#!Fuo`A`cd!wd#+tT_6w*&JRxkvp1 z?pVFKTwxW~vux?|o!U+TGc1otl$Dz7>TF6^mfF~|`w{!3j)anJfcVLeF;`Gy(-9)bj9~FB1^4y4* zblIX^_7y(4(f%r2BFkjR_s+630C^>48RT*DAurDUld;V+7N0+Lqu97={o^|DY*xa& zD|#bk8{GEWO>5XJ_I8-@uI57Kv@mqiH#c-~!cGw~+xP$eP+VP%EN1_4LbDFOo8DoX z7IXf%WwB6=&q5W`c{gE(CL2|g#%!cHf7Yz2S1~=As!n6dEmoe+jA6pmP|S?spc#c! zPSu#GMh>RDVyZP0W(r~Uvc9pM3uZWBCOg}A^O^ohEYk`ti|)GhkVb2)DM9A4HZ^m` ztY%AVlQ1&3athKjn^i5tL-4lW%ne{W@9ChDi4@M>RBAb{#tzZM^WuCi(?knIF^@%GbG3s{{JMq z76BII|00Y`Q;w zG1qVfW1&U&L!M3Pz?Sx4Dsg@=F5Q=mgP+rzOMwBcAyhh2IFaVsVW*yBKj=1J`J)Hm zh{@Hq;=EG zAJ2oDuT}8nF4&Q#o%E{kKB)LpeHKL8grxQVEciY$0!RY4Rl84C0D(VUUyI8ptvF4t zzMqc(cv4gU|Lerg-uLC+C)QHHPkX@hQJ%>2(%Js5}ue0xij6czt z;qrMP&+y)Bq!KLp6CDAUPX1f=#bNY52!-hkjHXe*BJXde+D`;Iu4zNLsXTm|e;ya1paC;DUi=lfW$s1{IGn(0>7REZl5Zx>MnXhY4QR41$1Z_Xbu>X$XO5AjDEt9*S;hFDVPKQu51i;FR zUS}2}zVRyi);*B`jzUugIUbH%-;Cod(p%=2fK-@IQBz#HzUL8^Lrv`N3_7Do0A`EWB&3!2>BD85gkI&5EU!dbbPxQG2o?e-@=|)z(QO4sPsbqxb;o1 zJgV8?k0pA#UVB_R9pytMarth5g|+CL0W6rT2V%@&#Z9T%mzIkyehT6G4v+s!N{$by@Y& zpM38DbLa*_(fh^rFe(E$9nLPJHmB@ig zR<9O2MHU#LJV9H}9`zVRKaMO|^yR%fIFaJ5m~zdP$oJ#=+L-6_UlkUC+4hHCJt=Pl z^L|`!{ivyIy&LsT&F6?}we=5xa@V`{VxqHbO9JWzi%R>u|n+kUYSG%uyo)KuYq0OxO@(8jDCC0xe>gCk;UGFPKWu~dc=M>ikY~{Ydrc{ z!+kJG8z^dl@klxy2BH%^){qT8Sn@r6U4I{B!|kgN!R3cfk>ALE*)ZU ztlxF05zK_^lMSNNVW7tvaDQ4)%uDIh&N)+t#mAvL8P2%%#g^lNpP^SWsAc@K$ zw3EzrciGGlz_Y-={E09HXctxa%&x3NQ$0S1B!-)z+B;ji{cho$hg$@7qJu>;=a7R!v_vb-0&#pb_(k#B;%*vwK-P8fdaBKnbrxk~0 zl%tFw6yLJ~5(o_*YvG!o3>LzRCvQ0&LO~O!>4@uNU^wUE(ZaA8Fh>j$fq+t6iL)4$ zIDD}z6G%X02(lHIPE+tC$H~knFt8LNbSb5?vY@-uGkA$(ADeV}HQ=Htanu4@_}cx= zU96A9ww41s7@>~iBUD4ZfWcL@``|Lf2x4GNhfp*`#fru4y6z2FRpq3Chw9l_5v{X*!d&k^~GSbjHN%{1wjf$yfVZob^u%y$+WH=FGkm8 zrua%bHlxDtzDT6zu~Q_cNM$8`EokYCeea^$QS^bdHO?!7X4oRmkGrDvD- zbfNq{na_a{H)SkFN50)^9_4>qhx%13izcBo-2oc_zMWS_l!Ij@H=f&Sii=P*t(!{s zkx7WSqj2iNm%|YNz!ESKMu$)^BA%U_3NBt+JHRZR2=d?=oZ*8jIieKzUGwCfz-gH7 z75>a0KRlYJ`T9QC2umDEoerUB{eu;2>RfFEsKs|iH7f&?u+%qG&#|F;o>Q7a2tlH-nMz6Hco zfr~NAo)i8WbfgIm3;;jI$Y5?kHXto_TzDOQMmP;S7QQ6VAp|7RqHcFd0Et+ZIy9V0 zV1pPzB=B_u1o2pqA}>pbfCL4h7~xCUGP$``VbO%Y>J&7-Af15rk(^hDkX5k^<~)qBO<|8*45?59>!(NK_8wtzC~nA5Dm}Re|5_uel&gJfwU|Z9p5-_ zlZ_H~Y&)az?Y`PPRN0-=O9wl@IOcrK5Ig2^YfZg;JsV{Y+``6LI~zSck<&yiUsji> zFNYoH917JJC(cEmDL)img`Ml#ez>+5JN{k>1qqgH8}mvc>)Bi1&h=i$)nOn&p;VQ; z1p(H?o^Y`QPziZ_Nk;V1c1Yq#cby-Dv<+YT-WeAH1DdOq$`Iu`uEb^C+9t+Tn+c?0 z#K?)lrQ1Gt;jyTJG9V9I1@%F6It(;}r=#s6ZU^-fW(EOMct*+L&tR{i)2z=<-UrK| zjz$ptXnV!hZSselE`ZH&eWLi$cAq=VRpYxGK`C6HD1EdY8b5oX{ys3kui!Expp4;Y zdsnlJOIQAV0Cy***5Z!CtV>&kNcDMu59SlWGGBk3)1vKvihUw8i9<|l$9I@Ff?F_M z9DZz2rl`NOa$f_O57QwVartb0;3RcavjK#`bfjO4w&&$Gt_-kOM?cQ&TcFD1j?TS3 z+p3=JHaPCV34-F$;TBMM_p++JGzXD2k zn486{C(0;XU?LWu&sVqo1PpVO$05i=x*~Dux>Cb7&N|<#d=Fl`?cM2gD4K4Ib)7w7 z{|mq$d}!{{(NwSoMtq~|bUGBRtFa^BPQD57zV(<)f{80#bRSR0$WoKie<$n!5+OlC z!tnh-o=cCgXL;u0A`~Pqlyz=G#P`cB5*~=>0e84RNAR;AjODxsLp@7@CDdWa4t%Se z+f=BQ&EOi~haeq^^8Y0rYS-3erj)Oy=*a%@!%{2Gp?rz8bEjhb(TB$p-*A@?qO09+ z`5Dh0LWfSt24$@cLN_xn;2(WFh>o4S*qHWZ5PcF6ZxDGQ0h~(Pg<9IVqnZWhuT#o; z(3x*IOQQi3F`=Z}^>}#}kTGcTxmmzQv|W_C?&yby(@BrNPsSo7ShD^bUVvK}!$Xn$ z)(j&Q>DA=hy}i!L=V2Xc8@&!iLjvl|pnABG#`mE{W`@dhAYB3B#Me!bYrNho)s86h zia~SD58uO$gzrsQ$9Y(p6_z+re>xos0wP)Y1aCmhq}Vj|xhbE3Xa0M9T@ShH6ZSsc zUU?ooqYnRql_&g~r(Ih^*$Afd52r&Y$jWQt+Li%={npQrR4)f#p>9D8?EVd*;{38E zz!5I5y$-VX!BLowv>z8qMLCxiyAMPvi^6mW5tr`nTJ00|8Vx}CPjtKKbSRoGMJ*

AJ$M0-&%?Gja;IK95t26o$Mr!K^>g;b+R(r%D`O`nr)WcbMkp zqv;kfp9sE{U@aYhwE$ZlreSZpUAcz1RLP5i;wfqVT@shmy;YRjG&;vC9@xP4AXYD0H zqq|LwAOaFV08l;`~bp6`-=I@zh-tG>b(<+*INgTK&FARQ+TI zx=kT~S9p;GQH=Ru8Zt?{5{`A=CS_2K6g zb^1=6y}Hl?ES~$54q2RsE2)>CWyR|&W`Q)=!J(T@r$fPfhQ6r>N_Ta(uy@n~Uw9_U z;>Vg?=RayNmn#IDVF~BM&!5qFseBq7Xaw6}IxS~99SY`?YHceD7F_P`sRtWigtGm2 zgvz#x2Xfo)A1&)H15R-JqVTOCQ*Pg5t^O!bf$4<2aL0kGp}3y)(mepF+}J?wphGCA z`37!51>m^fttXZ_^`HVqC_a3I5;w{evpUuY_CXIsWbt#xALQ(@HrP=M9AIRt2>&I7 zG8Wfy1e;i2L9&sCFZyY1>pjPdoQNekKEB;a4m}AXn$kf zu?fTVk$?b8z(;&5sF$51?C2*)-~-PL34FvT?_*;LxP1-e!*moMI)s9(JguCS!{3dO zd^rM4hV=pNOr-S_JTVaLJup1~&Og!7fQP0-!Q)4b_K&fKf9_YukM=|S$Ubfh0gB&v z=dX8TJlbDd*Rb5+h9x)!cT5{TvIX?Y&1~pT0K&9}P9GKN5DGHJr(?|&|rF5^C<%D z-0Lgme>@!3;9h-ZiOvfU;QAoz>7_N4r$>|&&8Oa?eQt7xMZQ*1Xh$xa1?h@s4N)o4 z>nd|(j)F^W4>j31%R%hM!QKm=%ZTzja_%e(Fh*G>V`ENx4x;6+_hxosR^#s#%Y!5! z!xqanpxjya+38&`BiRNNmpm-nz;oY3;i4CWGqfp09neYoYy)`B7w~QY$kZ$CgV`v7 z8Da$C`-NM z1PRDT{A>dxFe+@*rh9}HFak&6BQP@j;7mmOJw~z(h}pe20I}_k($gz71a?@LWuebD zfZETO>U#l@ZVI^+xKjw1VO_QXUzbJtAM6r)jS>_WLOrH<7k?biAPhs0j&yna z5<;mud%QT=#D~V77FxI_SP-pDYgNA%JR4nSeslY3EGyt{xSyRFb`+Y|-<^JJ9y&hP zVjDHvp!H4$p9yxXKkw?9tUn8VYjEs@R39&@ZD8mlf?ZEdvB?+5j$dSjjeTwT(K{t1 z_hs0*l@Yh83U>Ux5DLnivp?jbLnMBT=Ve)ipKSn5)RAQ8lfZOIpOqy?0_cX+c9K24 zryLTjAdN-+z^&(#@Ka(4SO(1~WKIRHBhRvlA9 z$OWM=vZ+VVS$VK089`Q3Vjq$0LZur(BHX?>6FNT>H148{KgJMGS%%hadS1hDw!t}; zH8mB>D#0AMK12?;ebnL#1_g9FDGiZm?Ska2E6Jb~bTyd1b)QoYg5ml^jd1Iul%Mj> zeNzLBVLHkIT)JIaS7p7I)B_oq4pIFjgsPN~3$*rAL%SW1i``FgMf3Mr)jFIEMK=YM z`&Za>p_hhMI^H_@6)@S2t8l!y2__#`L|p3n0=}`zQ+VX+f!X$;r!4u8KyI>yzx|nP zFmd{%PIIaw>L-}R8ehXhbaDmA0-1JDamC9$M~a!a_0s64j2j<*Gd~m*%bU(NAjW(S z$T#%Cweo0^L>)Nl+JxAx;>q35NEWgL#d;S;cNra=wk&--b#kE4Ge@tuvFqc z+-w7AX(u`^j{$8DR>t00j-PD+je~5H^(s&6o$T~mn&Wq@2^@Gmxj|Nc%r?03FmTj=D{^CYs?s(vn_P%P&ngqh@ zx-vZ9XQTZ`ECgpMeFeNc2~pS6F<)+OyS4y_0MWWSxAB$VtKUqAf)L97meLE*Jf)JB z5@LXhP>?`sIbJ>ii0FOow|hO6FTy&MD!mQ`t000+n05HjVMIZ=}=IAl89^4zytk~=%rip!5GvnNS7_0 z4h7v7b?%w~V;f7}3`Es{ZO{#bxCgg=x0$nY1X44A6ii3jhD+!FV=nIK_@i#lnkC2M49$pu<*q87PvdGE5vcR2|6XB<}`|B8|-Mw zWKG4g4NlCdbP^ZJ2lIvU&e(@E1HLaI@A5;p6ZLjCw=x}!R`;_edG4e{fl|M*ii%Ym zh;<*2oO`sf;y2TwAPGQJWAlKg+0MkgQ@3yt3Yy@e_EAM3O-A9WC~p)9fNuJA0U&c<0{XVh!$W&@WKiAKNemj?G;cGMl{)NEBT8w&8jc(EGs4?ibkt z7TI-um~A!!9_{4(vPA70*bqIe)Q}wy;^yowEMEQ^-IHBh`%L%C?~72fhZK{+9IMaC z(YAMR5eiz`Gaj3t1gF-nSRlVT38+B25GkHMryLq+BC+HvIQFPZO8iV5n7#bx9g;u3 zhjvd>m|2ZkFu1+=CmnLT1XtpoHMrDFI2Hh7r~wE$nhv2LE0z?DWgBRR$mVsNsRnWo z#3DiXc|T(xIyD}V3c*@7X&~y~2qvNCArw10go5~-wziFh_+Ccut_3P^ zW~ncIPC3;4AZoTjR%Xc;^ZZiK3AeAy7ne_SQmgdd-6bF%rsKeW^ZKf!#FkAntHCC? zeIyM!go3(lI@{m_XRwHBZ!IuqhX`Y?;PR=XA>ew;pcaHc4@5*y;L_P%Utet$UjtfU z#Mh4eC4?H@a4hr2K3}l?eaH#P=q%uIP)#Y`Hy5~VPqVQr83dKy%f=3Q6#(<|+lDw> zOHjM(FTOS3s|IOyH&$24kD^T#+^KSH^{Ca%;l%}?qS4@(_8TP{nZPn;k!#KNDfD!t z^~RJoh;rhk5`n-3Y=#hfvVk zZT}YAJ3(TF&ih&E*FYg$UlaaJycvCa%5~~K_~VO9(-TV_cV>`0LoO(bE>`|)`)Ecc zjX!9j$|i=+07Ig3t9q62vkf3Rt<_dDfKqVGav5m{Pyx436d$1sCRIeLcbS8`FkKgZ zzwDodIuvFV0a%Bp##Cu?Me~%?&Z*r-^>=nL$tVR@1uA<(jzm%^eq@FC!lp}h?+IlT zUeQqe6|E`fY;f^puyO^A`2LB%gix*(3Bsmcc4&&gbDubmFtpe^;;q(e17LY~PqM~| zDzLTw+8z(bz$!^X$U14t}p#9yC*@vkmwT@r;Np ze$9Bc!FEAOOOrPYXB&_#3*R_Z)H0lHKvMj8G&H!J@oWQ%tl7g$fedFGkbLG-r1;wz z&Nd+JTz9KO`yu1m20~Xw)=#!Gl5HUCAdv=;C%0$LnNf?IZ9qdf>dZe!6ec1TgL!M` z<`b^Kx@;r9E{i;Qv_(`gli&-{A?5gVOStu_x6BV7`LXM??g}qDH|XU&2W?wydVK+QU9E5Y2mw3(UI+#0G}GAz^*l1Wo+e$x zwep|=BR&gA0ngQ>&K<9eXC&J|bcXf|aPeFo<%N#}*a^E#cNXGGT$CECT7}|DU?e~r zFYIWPgG;wqY}WCy>mlGJthL8P(&&i%L?x3Ob`XB<>JsO z1B~W-X-Z!|^i(DO*D;JALbvnIPp6;h=wW7@7dn*#^jhV=A8#dKu3)kg*Lru(W~U zY=bzHGu>qNSGd^*khRA5Fmox`9{17**_492w*j;=O=lY{4S29n**22lY=iPA*1=x` z8P7HlCz08q+n{pG3t`Zg&v3Ru|DyqQM-#@g4VIIiBzPsC{!iHk0ZJyuAxZk^ zNFZl=(aW>wS_}5KyUu%|LYpLIGHwo{Dnk`n!<0ePKj2cJoqr(8{8m1!bW}FNr@NDEI{QFVyASvdIBmv)9IIoaH3u z%wPY}=E=+dafJHSJuYcT0U?wDchU=BdDCEK&TTzhgo5d`6JLOq^4()!ij+VzoNZu1 zpKSoqjeNnf8!WcGDN{VL0W?8$2u6puwq>2asFfrq2!dd`9r$#~PDSIX8`A(0f*@== zUEKPni&NGRAl(tWGy-S{L32|;x`|eP=?&m`D%f6XARFYu^~IUdeMtbax<-=8!bEPr zorV<28UO<@f+*qgIlM1oLJ)fc7*_QVWIZk&jXj!Nd_NbW`;q|EzPOCl8Q`o5xxeg4 zJcy<}fO-@)#;tFppQVDu`7Yh=D|q9+P?$SXmoEwg{HZ>}f7EHQbTzR+MO%vJLjm}`tSo56r}q{RddmC!&Wbc#gn%R| z&XIT=Bx*iw4A%2!cyEF6d&gK--ZTKZ%W3_N9nCOp55OM z2vB{b*s_1Kvf_rryTH0kEy)#YP#_BHJ_vrMo}@#mloz%Skss{0P{8-7?_afr$HT0V zZsz^fQw{5q)V&21RxMC1vaP}0TL2n&EmrnB;P#nQkG_@^GQ79I0*UU4bp}}=35HIC zleh?>BQ=z{_v1a_4-Gql7}EKHpxe{g41~g=JFDgE8Qxonlc3&z?&$!}mD2Lk*{X zI8o6%bzu8tPTgYy3BYZ|&pV_|`1weRuRq0}{on`G;6+{y-^y~4QJvV)kPlYTln!dO z2d>j06g=~(dkYNBoZGEuR0G=JnMlIlkD9HzK6%%N67cC~^ALn$i#vmNwQO|R_p}c5 zz;s0GfAs@d-)#ZrS|JUeR@E@Fw}7m_UL26%cxV^BvkY8=kyHpjCKhwd*r91F1(?Hh z3izI57!)?nQFsWHHP^xTrLmKqQSEs==UCEWfT-}#k;#i|;} z!Yd33e}&PS7jcDCq6V12bfV|~QD=g8;kD{{nf>kt2`t&XJ|y(;O<;elWLHI223XuR za#Am10Mu<1JC&}L1FSv_ig-$uqn$%fKlB_x!Skm;*J1Z4N+i8oR&G^;zEC*7kBKV= zb(ebfzznZjZUW^c4A1Vsu{r|G1UK=sw}lKu<^e zU-fSUxyp=3`#W~p71nv}Q>0e;a>adybDo*ZtSa7pI{+@ij2=Hr zhfok;28~Vyf$G&}_D_>#ala%0(RJxf1_2grrb6XBS6~L+Knz@QXTD4Et+C^e&44LP zr-e`VeHI_n_p6pl3xaOR?@yrqCD~Wv@~Iz`#`0+QLNE%y zrG$Y1o>iCf$aj7E!UW|ZctvabwP^pzYmN!MGZnxR@sgB9CqqDBO;6sZd}H+Vg<|&V z#n?_Py(6N5yN^@RLRox=*;(beCbO$-2Oj~;3yjsFbc;+kk z(IM1N`Tw!EKxD?%cegqjkM>^`Tz5I)5#!PRgI8k|c z7Z#O&*}7v3HA;W<%&H6{AczW%-Cv}Nov%h^y7yC$h6)-Ag#_YigINHAgKic2t`RsOwq9jm(qx~xQ(f+hkWveULLqIPa zMkeD&`}5CuHV>L*f+E-jT$G2q2Iq(7YP{Ac12bSNLDnCa?(Mm*NkQYAAQz7I=h8>} zY1Ytp#1W%d2MH9bE7dU)?YE~izXel~>1}M9wG4a43$4x=)w17X*dK^^u2Mg8Y!6-L zDh-in?SlMe#4Qp%Ks0K8&*-LFI!`s8E~KE5`qVhLj&8>~Jh~2^)63Z7?g2dr(h;KW zFIjn$Lo2>4w3h`evf7H~635UnRp&SPiBYIwMrW|-rbe54l(*7?XH<6i@ZWYIZp(ZznN_Fk0VCpgIBxrhFFd-AG`v!-g3TZU z{4W_4g`_a|TujD|_R|o6+6>C#2DCh7VR7O!XNJFIU_4CBKeQ}^;h5N!KK_RE`Sf2v zpve`DKgimi{*uAL8Mh7_>Etl{C4)IPw9?K=P#FG_!70bb??W-`{=a<5pkw`(z0GBM zsO9rZGYSK|P+p})HJ4V9&}9Lu(nqchqKXULfJX5k>f$*wt!vH&)PZ=EDA_QG5@hSw zu)oE=Q^zIuq~iT$Fc8y!C6Vlk)|Cc~iN<~e#BI5|eK&Ta`$SK$&%jo(=SOZ0r9J-) zHr6R>d`%4cA4jPFYqUT0+{LT8fs9A{gDcfz2P_$n_Qx4MT%RS*c(i}$xvOy8e~9)s zzdt#z^bxkx8g**^@%ztMigdIy9_^P&de5?>oAGFWiei{XzTyABX#XEw zh9Eb56-U5T9)kbPSjMCMvF-U3vX=$J`@BE>a$r`V%5~rYF+$x5j%wNb-Mjv9wExNn zy>T{sLo{>lp;c>#4xnEHj0=t^9Ymda+D~}051>(3G6p&%Ui=a5&x{!H)(lEQhu!@( zRc#)jNd48xrFwHHw5lHzC>`+#@&}7Phzq)O4x_z_3%TV3#{S0BR3ti@8lB%pD; zF5UikDy|L#neWrl{;3Tlp2H4)3`hGbX5Y$u?#6huU-jmi$)hV6kM04bqt&|ihC+LzYaLTx@0}RE?E-dXxx0i0aU}fD=`pPmyB4ua2vQ)1=3); z0~h`gk>FUGn&C_Gr8Ya%EG_)uVwr2`n!NdeJBdl?W0p2$3Nr^WTp~JFsAUk{@_JY6 zWv_T(dt$+qZO(NxLZDsBr+*m8RkD0B$|wU9%LZB^`%OTBNNM*s^;_u1E;AAPxBSF_ z>a~LQH>!Yu`xB{GBJaSW&8L$3E_VH92nBV#tW)7zpl;c8sWB@X7onh;A$qJK8@wLQ zUd?NJ54gcGhvDmV-#US`<~W7IMo>)Ix@2TC3KStmkS6>ntmXbmDP*J=tcK~1XJtY6o2uAX5{IL_Lub@h0|GoVu)P`a{0O^tx|co^tO5P7l@*2m zy|_)J{MQZv6#(y>yR?~%HNwEjq7*HQ5S!;Fb{)(T|2aY=zjC_$ksx+P&Wt<&-JngQ zK#&5q!R-^kpZNxRVyb6Op>*Hh!|NBvfjz0|Dp-COTpuZh&Qtxf6$qbG@mJ7^G#xs4 zHU!kdF|k_wn3zZU&HbY*&w_VwXyaWG?)cdr&RB8MJ{z>da#kJqO9=J#`SDk88_xm} z=hey&&~mi&@HN&E{o`OwTVFC|BoBC3eJfFPnL&9oCxpkbuO8Ldc;Q5r%Ug7&x_ecy zMJuZD&F)@*SsJkBVmY36CKTm8sAFN-H;z_{5q+ANvamfWU)0%1Wr3Mtl6{2YL9n9E zlkDK%^goVJj9OWcE;JqOUlmfmB-Q=MKOz)updkN|EdRO&@W`FZaBb#Ax_A5WB$XzC zaA*s=Mx;HTHj^O4;G^yd5TWkbP*_T4_zML74a+?qE_Mdew1!X_u)s&QaMwG#iU=`) z4`!4^BGM)p4VWQSg3_-U1U`0n&SQPHoG$uK(_Lvg5k!}vh|!63qFxtvxPU)Yekz|` z=D0KJKo|RPMOD0V3AH@!N5QB2UNnv_`cCV2+R8%Haj4~~(f7FWONVW_1cAR4tupLb zfggPj??Yy+Tda>!sL}K_a`D*rrfJx$tK7z{V6G=`K7os0eK?n%Ct9?UZ%pDYB}$fN%#!&V2k#$B~91TejqPg#Azh5Q+|+4g;}6 z($07b3=WIkc=ocJu#^VPRC<4WU6S(Nd5H~oJHZMT_>^eeaiB2!3F}Gr6Y^m`5%YgU zB-qM|+awi|-pGz>RF&1{cCw;@$BHJ4+E~y%bs=4!Z3fY#J9fS7Sae(~{+4FwRc`dj zOzvnt?0jBhK$0YO?8)oBFcvWzRSaDF@n$j?dbMT$PU?NoRy$i3JNkawd5LJnk3LI` z588~Ko1NW~xD-47UI+y(1=G>?&2N@vCVoozM;(SXL7_EwI@-STm_g$vbNpyKO*g>? zJfno84?G{!5kB*l@o4+ORepwVZs>xuaP<2ue)M}!>*ew1q2V9_5`Bd40v$p@2uvDs ze+)QOW1rRSU_9Esqs2^SWM2~azz2!=hYZ}A!P2HS+^bRws%afgB^QmP%UFc?#0p3g zy*U@ZzInNpk!bt$yY)$Td)N43yLVYaZ2ro-^;JTYWbzTl->uJgTv~qgOg_W!*6*>+ z6gJycN0*C@rz=OSR@lP2k$y*hJUaWMDMl#M-T(A%y{F*3kXto7fpl^AK93j1sA^=e zuYyQ8`aVnZWuwyongPQ3MtUEhYJMHJWj};~It9(t&Csb4pxV;9oCkB}=)lLADhi(ebCn?~?XwlSB&H<3{HbHoTx%)RmCl-3wQbRt=Wfs5!g#cOBtW6f#+JhHyY<8!d|Qn*H3>J`4y{bn@77msFTAt+XgI^~)|=IFX|N0jGrW_3=~+*WoW?|k->ujARv1_W z7=O3kz;rGmyMgg{>njuWNhXs2Z72W3r^4FggS1h}&8k<PG3p%ZNH9O_TQrCsa2RMbX&pod1#|SZRL1R4ox8MEUdTWoRLFacf9&IPE z^_7<@G9GQu4&K`_HNKwVck9n+@C9vI!}z=Pi&V}(pAq{XqwNT5F|0fO%DeSKUIH)n z#4#Ri=MOy7{l<&&48oeW6NBd;{{M@%L&jXty|4X%_2Vh#R5iw6F*Di(a ziXE>}W|oVZ!ajX}_=j9JpAS?HOG3rJ#i#kzw4%MQ$J@19g($SDJHC{Q4wRe)<$Zmh zUnzV7j^`DV3W;xiGaUxWh+#JQD|V1fq1%D7Hpl(KF|sbn}}Uc_zJ-Q%x9bj zE}uK!nbgh~EC78l9TA_dWhCEpg&hSza)dQSh|UiLjl*=bon#p^{P=Dy;D(epWEH+2 zsJAs?NmE|~u!ODa9r*q@*YL`vQ+ic&R{1~W|G<7ACrWaRFvS*azMJ#vWNI9mXt#v- zm{$TC^g&eI{4fiV`7f3==6hXG(&Zv@6{tvTvm4IQW;Yj{vI)s8AJ00as7~T@mwI~Esz>rvh zALT7+$&5kIdxIf3$~%M~<<(u|oNd1&8??bQiV}#6P-DS7sp3^t;0Ele)=s2DD5&{F zkq761t#|$K`iT;-9AS2)bwFxV$MV(%3JTiSwOJ;e0@W_8EMKM`)#kUT;OyufhOT!23-Y-q|AR6}Y%Ld4(s-AL4TG&3R!xWIHN_`6kn7too- zFd24@F4_+3CRG2}>4G^I7BdUtM%y7>fmDQL6KG!(tvS@a0DvVwrv~XNel(i7fyaHI z?S^t7jHH41NP4PjbHmB61|Sng48BuzJDAbN6XQzO4f~3EQ0tLh2B%_`IiLn0d`Y+n zMe3NdMoiaPIUf=Tq$>iKZmp`A2l_rySqr8khW{gCz*d%!xX+thqABXG;or{0;*XyG zx@aR|@+^AGDXCiPJU?;6K}0W`w1h(I@%F)-&{fq3P@&L=ijQAtqfxh0JguX0@o2lK%G#xd z9~%izR?zwvv$AaHb(o)b5x$k!*MLa&8~2=hn@!+Y3f*D-g=l+m^SnK($%IvKw0+et zMB6Xsqi=1m5;`GKN4oH%?FOYid}4iFgoiY!qq3_WiYw7wQxz}LZ$2gLf$Q@>hf9Y@ zd)@0Q&nI}nGgkEYzv(d3(RPDn=-20ZZwP6y4x@{&!^G)-9(`r}kgyQuvkO1kPI|s{ z^nhb3fl(bMF8qQ9uW1XR6>gu_X*wMSVrM$qPH8l7_H^kXT!eKPrC8klB<|B(KZ!-# zZ6JY1a`2<=2AMZM`uAbceV9*C$A3g5Schre5I-C$%Z9$yRP=rz%8YJXbz|>tF(x$b zl(NML7HuC0VG}~I=(vjQaQezcoapECk&v>T@H31p}s5sds$h~(lZ@xfA-L^;ZPRi z(RNDF_|bOAIz#*hGtoIiFLIp+7>~9u>Wz?MF3<<;Fk&nW!j)9EjV(@rj*dVC zj?#)jA!{ZF= z?7g37@3q%n-@Vpu`4}xKK|QuTH#+j*tR>{J?U-I?P6ouu^8x+wI}#ik3VXaUd&G+1l(F~4 zBdZJGD!bsJYuy3T=N^CZ=%}FRe9D>Z-EL_{FTRw|u?yix{6K9Ese_^_nxIpVc4VKV z4x)`(HgVlFFT`lCUAXr`8{+Q1U7&EM8SOQA;Js^$CuEG6$)%Rq3YVuXy`P?kVDZU2 zU-c{tVAAJ}QrD|q!r9k1_a5o&Ll&Og$rd)>Vc~ICo>2#Kq2yN9%I>%dIM5{h?MhMG zZ{`QWdH{>Izuz5jAf(csbd~kb)x?a@q={*b4b)@X$L_aL+mTM0wlngcb`I84r|rQi z6)|1CPpHuL;0@spK+{$*o_g#x?+K1>tcTbmC%xvjkxHz!ffWFPL39`t=mHvDbVHiP_R%dURy6RvGx(D%1` z+WwFYHU0Bqn~0?vsQT1BwNDVnYdJK#dU?N(2S}}nirTs*ys)+vwN>$j&3dQFw;&nqW8iJ z|HAvQbjkLvoBo3^#-Fy?tK#M_uA!* zY^c-rtZw&`HM0sS=j*v0Y%dzEo%)lR>|>PhMbHr2V%ykkjfTxkwDF6Xr;6+K_9zHZ zr|qZgzx9S3J4QLS{a8Sli4Y^~r()YzH(Zxr=D8PjCM0P(*lVG10V8XV@@?qEyk{5Y z>~2FxbqBYcp2tOFD@C4JUqW+(B2fz8u`{sZDazUJBPM7g%3yy!uc2_S&{{jFZ<#PT zT(ApeeU0E2iSGQxHN^i#Y<0-AQ__0& zxtAD8p3B^?^D4~UE8p7?crcgGsi^TF|N&q0s$IV|wX@Q;#ZfG%F% zX-|$-7Tbnm{yZzkz-`5vtd}vlkcdxp&&V0r67y+W9lLWm$|KWIzGkZW&2<@|jSUon zZt+8_tZ(}s+!nrj4op6aZ`pYy9E5xCyJ@T2BUL!QOf&X9vT2!ZG)TXUwm(&|?(&F+ z<+mF0T!weRwNW*>>fFy@%pETGrxzZh(c3jIjWYB{`?z|QO~16GqK;WU1xGAk{U}3; zxoNp5@w>RYkR7xuCg#&h!xvDeR=u1_tMm3+w~<{ylss+X**dD zV0UcXG-19+8ryC@dT(G(7j;TsK!l%G5}+R2KEpP?{bbQ~(%5!fV+_%DD=xRK`qRm2 zJ2p_e&4?ywE=3oFd1g?i?XsC>Y2s78RBq#%^ftLBZSUA{)o1?!@Ww|X?F`2%3u9X> z+TOh-;Gp=xHOjP|_G+|?4p>sA?RjZNeMY6BKSkT0ls6={*&alvPX|2tkaq#G``(RL zE7m7xI-u8Uyh7aSdSKBNxJcFZ_t#f-=7TJ_ZZT(vUQ9fNeCI>!_G z^Ddrr4pKgf4M{@#5{C_g)sscrjgw0l%}sA9({_ICropGtWt3?W+LySRpU^HSbgV+mAuG&n8@xg%=aCpFIYI1Dd%W3&tvOZenj(gSRu)L9rh_V zcIfwhFAarRu`JqN<~)Dz^$X;*9cK*PB{yNer|`o1#nfnfGBZE$j8ml>{6r6fk03VI ze3D2A)^_fllyXSAK0N?0bLc^INqBkhe9hJ2&nVv}`UO+v$)5gzjhU2>D)U-YlYW*edxq z^8;ZwKA4YbE5w_mi@Z5PPTMg#y@$-)b4h;fXDfFv2Td{T6LHSCFzi#08%()Vxk@>S z!SW!A%T3H89l=Vire(c(VlV}l8$&MlVz&9}k)KmIJfv(}lIFuSEZo);CeLo#Sv;Cw zu$Tce@#S?Zox=}=KZmuUx8cgx%dd3jtpY8)JU{XspwAj+-MuEL12eH7B+AG=>e5el z&pbqHP?5vy8DsZD8p^L_LoT2CTBPtcCY4ck8m+W@>%=$jG!lOLRO3NW8w&ZvGi||# zDYTCF#~&D0MxcXb4H-|x-yvUZ5t%2Rov2&JG3@rrtDqSc((XXN3Hw&^S&E#lfTr0D zAzRyi(9fK$!o5MccK;WXgQwp-$T`Eh!n6 z(6)lgx$(y14m86f$Nq#zQPgQWSLW%4uchG~6APY6043uAD(81mTm zo)srgi|8~d)9)9s^xVplN z=SJumR7QPtzJ{jSjE17efk>EFHOJ?CE1Kt4fAPFnAJQ;S<~b~X4eBOpDFw`|Kx6lg ze%T|`2!3@7%#{Wc;hs0h%BcIHw!7D4Y-W_Ay!d@R6OIuygKCG$C4DLIDsq-lZg&GL zQs;FvgIm9us=}<+;JUOfP+1+XJWq!lyJKC5$lh2DGRv;S-(HywVwn9;Xhd?Pl*f8X z3?tVI-tJ2^s#}o(v#}2dYd_L1v_50L-}CqssKy#VB$J!@bV-L-Rswmj4jZck&7Q*{ zgf)YOd;1w5(&}&K!YF(>B1)c)b>k(A+wSA@AP%pmhZ|}8>O;*-CST7WO(~C!*s_Ls zk6@#(#WtT6p`be-({WOqDdjO07kqb86Ntyo+Bc&p80zL>a^2(`w3cKHJD|{Q4qCW_ zO^e*2H*m+=dBdf6aKqRKG3_pgs={i+zkg;C9NaYJ()Er)j;(`a##6QJ`pko8V*x*j zk|1PBpMxhoX;O%10T^KwA?P|kwA{)XKUOCp`3w~KJ)K)~Bnc(Pyt@W-gHYG}mkdks zbQnKwPf_UcI`pWba!vJ;Y-G0O+t%}9Z&A(qH}036?;<;cb#DeULLk6e@2d2tP?&su zhgDHT8~C>`STQLj9h^{;-PYs`)Z;pMTIhT?%--@*t}yKFFRr1eF1Iknz{2heOLVMF z^K?m#DQuv!g4`vZILh2T;7K{i-RZun?%fJ^%0ccEVk_?6J!DNe$UVEc`So_X|IY=v z(`6|Kxx2-Dns|3PId;c1A}h#UV3MHu?M2kFd)3;sRq9P)l!M&wWmInNT(X~Xkh`(? z#pUO7uTsbEJ4_>7cUn-!?tb#4>jvF|e+s+T4IDWmk-i_P>&Bn*P&|)L@FY~E$l9YT zM=V0N)=Z(@+wUdv&PSfXRz~+;+fG^Nr-hz`YdRAb)lv7N7iqj_+7bV?GbLNY@}O}y zty*^OKGbTVcX1grxLy0Gb*%z(E8_13wJ;6A!tQmNl12x#+9+dp`jg_eF2f?yAa`ue zWnuT=_<@=*&kD-eJ=plbxo>{DJSf@DcHsx+`yq?62YH!tJdM>NS%%}$ zQlh|Q9`m(B>?{5u9RGW1C~WRzVfT)Z%zLeS$gw*%a5Rj*biwT1CUT!9lVf+x_F)B& z3$C*3+gup~qPUeVN^Yf(G5IPfo1G4VSVf3r^0X1z$F_01T)z$DaC3WH0>>%~H~xo$ z@y}le$1zu>OBREsxLQN#Oi2aoeF<<}r1++z+fmw0qLc9!bUkzL%OH zL`mB>k}y}1SIFm(W3S%X?ZRfzx=6irC{Va%dj4V_c;fXGCJ%B?)9%>&Bs&KV;&Kda z(t4garMA%2nlm{5-(1wVABaBli`HoKeXuFF|6rr19Gc%IKg;cu8|Vr>4ES=g33R8r zgRT2RFzJ@Fp8oU_a+o%3@rAYRDEx}$jg7AwkvaD|9!-TDI6mRs8>a{_WVK|6+u@0w zC_Bmd#DeN}FlO#@+#Q$?Z%p?t-)z|d^WH_YG>xo)-%CSb4~&J~*RH&?iAR(=b~o$! zm=(TUo(gtn#4xeD#52RzvS2yN*nO5s?l7%pX%H5}TEI_^-3b>D%huUB9EWbQM*`c0 z%6`rKb&a;1SzvH##;#)TZIrRQ(o%&ByDeu@$L@NGGo50qNU=NS&tV;KKH8`J8owqv zcE{xE_;(4>_8;y&xBpr!m|;wTDDos7!KG{WD=z$a2d3b1+T`g_9=rQ->!)YIUhMG^ zw4EG&Ak5~bh1j{l_|AwM<8yo=9WRfEJWNDmmVNDf?^sxdmq*_~+CITkaWdM1SHKl7 zPulB;{6MCI7mbpi0x}YQa=US)B|0&Sp|bFp1$yvC%5H~z8!AiPS{Z6FllJ+T9NPUn z44Gb=?3y6-4lUGZzD85+L|^^<*DSQ~fulzEIs; zy=P*DG>nF&UmVtsT4t9ZftB}vaScV)4}{%#7Ir^TJ?(YFpf;%=2$$Oy(G1q&A~}tb zl(0K1$bAP0El@d39lIa049#8CBTYHTJ$r-bOPTFI8RTBKmNItV?Bf5%&bw-a z)wE{n*qtv?bJUI5X+Ig{PLAENEuF-U#+NWw{*_=BK|RR5$J(BI+zwk<@i&dJnN(xk z`DWYm$>o*s!-n%P@@^sPi0hO?5F$(l3RpO*&Q2zw)A4SP;pj;O!cjHXqF zoNUzY`^7Z`)$j{!j^KCpN(90Hy!Y~vV|Q%%&c7hxAso(&u-g-Ih2s!P_TqxAQ80ug zP19|GG%g!^t}RBeRFr++nLF#Ik~5U>i#Lu+xgP=vOpcgLE_Z`xQmd6)0pL692x2bB zDvNFH57kO7u^Kw3C_kJVkPO?|M$XU&+sG3I?-7tvU%34~bYaU&;xYM_yznJ)rvwU$ z;4pTh2|Y`WRTgH8cw96n1|gRKlT?8M7{tr#zsj-7!dBP9wl`~GP2}>)^LJ!Z4h4O} zJ<4KhcP8ZxHWA||aVhP{0P~^y_~+kV4jbmrkC@vZc8=wub+0;vHgOfeS-gF%fWMb{2$fg7LTW?jmQXol;#7qp?+lz9Z6`-2G_?i`Ar}?J2CvtjYrVv6E?wC zI~m!Y=ox;?;0yHME0Iz@(ujgHkLhhcia@TrFF(|w5ng>1r@w6T`px`6*Z^P!xtEvr zEaPg3A+=%H>vZOGro~@xM!b0ym0L}?L@;F?W{e5R-itakdO%RI;qyV1lCrj!>jJMClg)dIp>PE=g!xenVO zCgv?IE<-1RM#dWz_aLnj`8Cy#n4X4Z)dFjl1wlda!n~P>-@%$k4l6z(=J90ZL4nni zAE2^|$OS&Vwn$g`zUpkrH(;b!Zk;an1ohk;94|9I9gR77vuCkyEi$-J9y)gV$6s7S zQC($W51K{W71q2!2Og8tc5Du&+ows;)SA6TzV9Zd?UFf!Wy(jzgM}Amlu4Hw4Ss}m;Eotx~qiZ0e7LvKeWm^ zX7kGY++98NQPSP5y2lX--*%q&rri#G6+7v|fBiFbhHU8-qyM#vst^4tdBS`vnx>@~ zzo&f_+8#H1&u8;?^uZu2)6r-&t$gy0Y1PwqqP+C&HI7m3Xjay-SliRT8_U9;IE%J> zh;5c1IN3^_whQ}b9sgcHnYIfT%2v`=mrb)F7wrv~VfSiKfj|XgkY> zDP!D9sq%S3Imn$}KkA-Ww?FkD_bFOE)1jD3kbAHs^Nk9?N0A?q9ZO4rti=LN6O`FMleaxp;YKX%BUMve60MgI)bwcr~%V+y# z$!Rj@Hb0Do}jI&Z=@|D~0 z8ZWQzD5+fj{c!(nXL2AAyU_&W496-9^8+zz#xe=6y@|PIQ2?k){#77dIG4i@gn4}F z-a@qy&=wogA9N9d@B_wzQb_Chiq@d^O8+9`Qc1>0qUm)GXR`^^7YS zr7j>@(lWAt8xKw2|HjB=Atk?=ry5)K8-M-M2+pxd7Sa{Wqts;n>fuCY9*sRP*~@55 zj(_y0Mu-W$IyGqNY6w{HmmIyAGua^~SBLr<;oPICPYwyt;3O`WMDAblTXuV#Q-L%X zVRFO+a=EOo6wmc@N`T#tKWZz$p`q9#Wa#s@`LSr~`&&6;mRDiXU(I9wZw+Y=m$OQz zO;!noX@8SbB$Z=~k?7vCNg42gK@dwgG!!<%X{Pf6A-8#k?hHmawBxS$D$aDQ*vMxc z;J*I8p|1CyE0hDMF3&Wv?HWP-0C(YwE~(uTA&`&X7hyvVKM>|OBrayzz~I3H8L?bR z(8KPKL-H4$NbjdFoof%W&xIVkJca?OTvN}6#rx84!9u(|?H>zrw^P%fdL~i^9dAR5 z(+13uve)tiZ)Y=f#j%Z&ne~5s=CmE zZOf#*J+Ht+{*z8Q#Bp%j!hbei2cbZd6Yg_*IzS}vQu&P7JHT)GWvhTMK^wDpmG}mU z;$K`tQS}318iPgKL+*pyxK`@4eag85KCvE@Xge#&{kFdHlkFPRY5T~a=&*ZxsRy|; zh9$tOMNjRa>%O zlv59Kw~60W*BpD7@&WEi8Y?^f9&P=p1Kgj#EnE_FbtgKQR`mW;_XZ?YnbcA4u^Fv9 z=JMo%#2fTV-aM1*d*`1)?jiX`JFi`dMDx~riLUpmL~GyE1(#*&X0nys{!xb)oLyrD zS0Bpm-l5+K2Exykql|v{1Kb-D*Bljgji6$~(6`@jhU3$-=X8i(AU(hx(?}j0wO>Jp zbePG`c1JJ~W8ZfsZC_5l^G{0Qtm)?3Xb`}DkkBBfr)L|!@x@KDguS9zd6F3%HVg*U zyS=P+pv-3YJvozX5dKSy`9Jc6J8he!PkuY;0~7uxCqp`SinL@3MAGt^Da`Oc$^Wup zh?gH8!23IfXM@9YC>`KFlv19@u}tw^%mYZrixVcFJW-x4`wV9j2}zb9QY|(Xsyo?luoNY{I2>666_whAZ+H1c11;Q6Fr>_WzBaJhWoc5 zk2HR(s8P(l%Y!oeE^q5Y>mFMlU8g>lMvu6gcU?aY-U%(_)8x60UMBM1OU!IS!g+={ zWqN}kl2mwAQj7V_4!OC{JYEa0v{MEu>!W`&KM;G}J=7D1Qj$NgoVqgb964>rRw;}F zN2|eNRf@X)ghP99ICSTP>Op+>XB>X`W(};vP`M#x{ z6YM1YnLF;QFr$Hpxxk^Ju+>tq-1kp#Vco?E25+-~4-bQw70%%Y!fv;*-;76Kf2V=_ z$(vkg#vFBo7f(CU}j?Wd114)ld42PcHUtB{` zU1ebpnnl}t3UfxTDkQ>xqK}GGSnPRe;I??zEu;+^>5buQ}Z<24c7)NQ~SgJNSOJyNZE> zN;__}wa1c<#Bb%*xqH_zQ}kmGmY{DTrR~qw1mr7hi%^-3JGy2+A}w!nm!#K2op&lx zczHi?ToGM%P3a?TR~1W~?pr?mSI;rNr}^wUJNZ$M_8}R*)$gRfJ0gC~kigZS?a(H( zgOh^!`oO)X`TN~WzV<79ll25tRX8fL&8!_I6HYc}TgKBeq%VXE zcWy)0f)BY(LYYkLtl(u&X3F{Bi)CRNf<@aa{USH>i?mRo?Sv&WrM$-s5mYpgOPRLQ zk6m?(6DU=lf-P$Z?Lg8V#u#{t6cclmkKl7sAo<=_VsnjJZCDy|1(U!-@(h({`HhfScv57nEtcUQ_4(MJZ1y({_(#p`+J#J^d-#9$Vq} znyddy+M+52i)`iM7cy-WNf~-SY01hJ-KO{4p?_&ljZO8o@O0N+dwmtPJt0{*vZTH^R zu&~m$nDSoe)e37L#9hmTU`){vgg%EK2wQ!!XuHaZG4;dMsMB`3Q-t7xqtt2p<8mS*GLHC@Vv9{JDVk9t4J1Y=R?O_ zEV!uCcGpy%D&4Z5pzS{T6GqAY9Br>kI;Hn1W?QRvwGC2Q6CjErJ&)({?2>RnMe8>a<<+OZQZnVdS(O zbA;+8h^+yGx>uvZ6!ZXh=Mcn7Qd^G*oIQT_tj{X=$$|tSM=GbEBszm%L6sx*JsYC4 zJ-nFd$zKsW7cMO~iD=OXhhFvsIc;CEKu6tZeKzH^xS5N_ zz6cc$hfchnb?5$dRfq2fau^|VICR1kboJdZN&9qD#3P^B+G1{k%6%IHr+$8moJU-i zYaBm<#`j!|q1%&$ia*UX9Co}5olxKOKH}>;BwAmjTe#c{;#PT0HgY@)p4JS@r_){l zk8dC7X>_1@9bpqjTSUWYx0g$=FYJT8bB?DZKXm-XH564p5T-F$wEbK2#*wSbsMB`$ zPs)xAJxa8l727^JCr>d#m^y8@5BJNOw!TNd@(k@?VQXmu_tK`Kgrh-kY2i zHwf=QZD)xEPs-OKtDH}{0j3*J!lw6H?q}Yjf|?P}?mGvpdpj@f!`iq>MpM&%vsD)M#91ljX%-JMRHu{EcD6M`d(7GHELS-ANQn^rj*Cpr?GOE7EO9Zc3+iT4lKoOw8NpK<;mHd{UrJ*8#1s5 zOE{7r{O+P1cXUQ&5t!iZqwV=28>aS3(!SZ&htY-fS2mU_y-@zZ=B&f5o~Uocl8l?K zEvP@=YV3jJd{`JY|C2>^K9b6JUbyJc2-=yvip|cIy+}M)Xj94Vd*E%-V<+R0gvzaw zM|bJGMUfFxrrS^X0B5#N-LX?C7GQZ3Lw{yDEa{$g=aPN*FK)w7&Ax$Y481Sv7NBa~ zqy2pbCECt9h~4XaK~9Ny2rR-h1~KJ7S6TcQcC~`mj5>*?jSN_f_W(NiUg580=cdmr zivf|p$&nv#lNk`DWVwSgw;uaGux%1-WUw-==b0x<*cJ!F_j!L6NdHbw&FvkoT!9CG{BZkToCXbs^@)-WEFPZ^UaXEc*`hCECPwKsf9F8OV*zI9A z8&fF!Gxk4*+M8#j*B9i#M0{1Zjy$7(-rJ4q6x*|*`)^Z)E$MT(C>3^WV@Wp5#T=#t zzw-}is8;z`kqXSbn7p%6w#$oOg%OI}C%C>8qGtYQs%J%eQCg{-^ZwdeFuy53E@`tL zyqoo6j?Cp&_?G=ZI8-4PrZxyK{jlO5iW1fGjL`Bxj$VEHCMDiLsb8Kq#C+;QOMK{s{UZul>>oqZqJ8VYkWlofAz^@rt6msQ5z9~#4?J$&d(Lw|o8 z7(ZY`{UOCE$2J|<8iqZhhrVxO5DQ#4x3{TH9xv{TIF&5pw@4b9_{4+7o z$0@x&Ii-KrB;oKj=A6n3Ty6!qT(sx7N7a$uAkJ>+(3QTLV?Pl4xiCLv#nSUDt+tyi z8>-TX)BQ$ry3aHEYnW?OvkKLnmC4zCN16j&R3!28Bp>~dhBAKtq~(>4F4DcyC@wMm zJffRbUR*!f9yLw7o@F|$_s`YbAGe?z{c-*4->adEn$(&$qLERC24&9_kZGT+;$kN4 z9~*hT<+Ic{TKSiYV-MtOqT8n=GAjbw5k0je@}cGL#?r7Jz@q&$z2w;vB2AQO|H$+6 zd-rhXP^SHLdzKj}D-}?t{bgORy`EgpqD=c4H9lbpaSZCTKP%sxCceMM0BuDAWGn z#;x;rS3RRl`-6iF$JWiHPW$<-D$WYDGEZ8-r-!p_ok(* zYl@FM@hxqPSI)6kCaw29)XdYzyhiBP?UZA5r_r{*b}whXZgsh|sh)Y2*k!Y^{OoYF zKwDfzIQ@HC#ub(64b1nS>3=ysbijPP%AMBAyb)+XFKF&~Cgp!@pfOqIl`MtPWv%Anh;MRthpr}AaR;H?Vnqn@Oa>67CicE z%3)dqM@Vg&Q!7lW#dDZ@fN?oOn!^u;*(NO7f6{L%U0?}y+CSm5)e@eQ)M@{sj5^Eh zdgQbp_b1hr+=RCM{Z(=1(nql){+)xLYA4byPB zY2lvgY2H6%L-jwDYhH8i0B9UJG1g7!Hh46oJuqbUp~IDyFJ}$5 zz-jrOtgN)*G<*A%!ndLWAZq`m^hpC%s5&K5w`)oz2y6EHAB)+JzMo8TnlRA`&G#Hr zV|uU^9k$f`^uVhVWli{SMP{r$OuSNZ_i*xa@HO`9cPlOb%`_C&L0FmWdrig`77frz zH54W%oxsdU-?;Uj+DA7z%9-qwzpc7^EMpnW6~lgU0(o58l8#GR3p}W2vR4Y(vP1Z8 zA!&|9Op~$>kbgSnd-}dw9l%e6CWv*UBctlX&IRtib1D1Fh!)Yf0LMPkO!nAnjdg(h z@Ksx7TN@%s50J;&$FK7B8XV4Wi|Q|pp?rY+%5UPbS97mJA~w|#G2|yU3L0NIsKmqI zh*@XP3~WCXR?py}1LRY5b>-9Tfbs$I=fnf{2Q1o7`2hJCX2MyKp1PkpK)&FEe~Y&0 z89ygtW26FI#E4+&hBmbp73d2thKpKDC|@DJc~G10G5`^I(IJV1{*uRae87NC~(t#Nx26d zNGc;rS1{vOx1s)TX@Aq3$+3HCsMG$jy#joPc2cMPX}y~R>;K;xX}{}* zJJ0&YB?C6HnW}LIA4H^h&! z3g1#io%Z+mho4M1X9{>)BZ62#`W#9o+iHJ55XN!l>d?yOe>noWIy_%6)oj_I^|6E=!IwM_O!!5nNWu2>UkiEq~-Cw z^Bd5G*)U1C?j;;0&N-)xn|wrYn4kjkQVoUK0Ma~V(zHWbYH<&oy}@-hHWXbEM~+48Q+_k%>g86+uK21z&y~Xugzea)8QuWSi2cR+P=~A_&&tRJcQyuYtQ^oFlPoc z>^aoEl1l+SS^bbqL*{vQxEwRHJlXy(x{)=HkLV7L6BJ41zM0+MYeolaygXvx5BY&4 zj+>o6FMbs2rW*_>3Iu?@;($|T#Wg?y(!|_~W*9g%|L&=L2SopRxb4;OmOpK$_gS|! z$7ppxPQp3vgOkJ16rH2bYE}oKSwY3JI_FE#=P6C+C6~Q}S+ndDGcwB1T`#WpPS5(# zb#24r%Jbg;;u?zTDvND9FdqPm_S*}!a377PPWw$Rzvgm1LY?+sv^X%v{3UhTUo*-| zB&&lu?Z5CZw4bb}{?S3lQi`n?<&A~r6JO#-YfR*z?`+%kpEeP*9E~6@AzH3eqo>%h z1+Wa)7|X~t#$44??g^XSRd{hZUUE6w?ik*tTn~=@LF}1`tr4;Q!lLit4qY~zGJ{km z;xolW@|j}WLC?p>>>E@P@sZCU&ui3r;r_{Hjf*OKaQeRI-|0KP%F-PzZ+vp;UX(Y% zMK(b7JUaRMDJ_46J=);xWY;ax^{0klSBai%Iq^L2dUR^m{Hn~|%aCQTjot-jCi{e? zN3M^x7oZUrME24rZbh9-sy|QgYe(w5x6*iiXWGu#@Yn*zy2$AImeflhdd8W_9-|bukUg}A8Y0QLV-dUE4A(Um zL0gRe&NaA7*&j0+2z@Wo=TH{duyoO?BIWP+{p=>+3D_NWx-#(j6Xk2TaaZQ}Uo4Aw z`6>Z|-LD&2e=Ao$hc$rcC*N5qJrJMTeYH-x53i>lc|G;cC#bDlnx%XZzc0c+cIN3C zT~)!s?2lx2g828eMfvtiTbS>^9xbggMB9aS`I+D0Z+wzKC#=C~=lOw_}A4UPPruQFf) z-cv8qNk@j9^V$zK`3#PTLNZ(A;CI(2$B!3suqAefXZwM04YgZ(KJD}4QpFQ<(m@vQ z;WRVSdg_;-NmO&=w9?7ynVWj}yL46_Bx4mJh$9?(sxbwoVf3X7#`q^6;?p9h?bvgm z$D}vGQhABKm?d|>5kENIF@dyw+ilFx3>t-j8@|eNBVT2WG#KM)#X#^0YXFh#&Y_{$ zOl#;iIJL(j5wp$KIlU(#70(ZpN`CrJJrT}t*{T8EczJa43~kkh&*Gm~nn3Yn>_HSi z_@PynW%kttF@^_0S5kEAH2El~<@<6@$>;${oT{5~=h-W;?d*#1;^n0o@hiApTHuI+ zl1-YgTXv!H;NF{trBC6DQMC%@~eoIKV6!DOov}5VXWZ>GU_>I*?Lou61~2 zkE-=T-!q^cX}KI4ywUOc7hh#jjrzc*2396}%Si%C8mZ*89g|~avOhXr`#QJvO3In+ zlV>fTa%Q74<=A@rnE|fdPpQY&M=iBWx9TdUoXP&eo>AZUSNT%TWKVD}znC2nLOGMY zp1D+!9-ka(TpFfPS+VtgsfQ1Yx)w$`lf6>nOQ|z;o|I$jH)z#q-w^fy8McZa8pv7X zQ6DRo$4IO#3#6RMp8HF9nY&0Lxzs#TXVIJJWH|XrlBc1d6cUHQ*boQ=L>%_!cmpn;h@=NH!y zRBaf{FT;wh&r%=T(PT?b+j0NHP;CA9fGtNF6DY;j8=JdY!n>OBzOPSEkF8(KKSemW zNgZ58+0T=CT|*v8TDnVZVn}-u$m7;_vNMMt2)i$=*!n0_sidaEQUBj!>$|h#{ajW! zliD!YYKawlKK;Td<-*nEvGv&V3vPeHO?#|*D5O6p3;u*a}sxj>q2dnXJ-_+7?MkhcWl5p9xwNSSJ_` zMVg0iSKKIL?go9+##`Qoyo-(s^S>S~|SYq8Z z4%&`2pOwj;o_-_4$1EGx;O!Iof%aKme$DHd3t@Qsgvj?aUp9>2=i&bd!f?Nu^jQuK zg|*Lkx5ajv%boFj8Gesp6E4RvC%vDS=B-}A=NtpkSi=e0AyT>Nt$Lv&>VhHkZ*uxS zLzzEEB0t>HaT4NYU`J}W!=5e{TW)fRC@Afq0; z#$isGuuTH({+v{giqBiBJxYj0eG~2+2%MRWmTa5;rA#anjY=vvP9F9St$cDgZ&Fe) z$ns?JpReqOiT(?>7mn)w&HO-EM`qFXGJezIic93Q9qY(?H{x2sCBd>o`X^}nGt*H0 z;#%soy?WrvZQh@t?aKc`+u8Sl?N`AD0KZh!#s49(Yk%q3`t9S3;oNEC;tdP!_lNdyZAfJ;(Rx*M}`54#3|w zJTW+PEMkgJIN?zjh>Z}B>rHW1DZqCV6p-&Gh)Fh5+FW=>r5m^P>d5mGHNBTl8_(~e z@&cDj2>Brm6&6>}e0%os)|FZocC@QawMwbz8$81w8Tci{gIw54z78TR*RUbG_=h zH7Mm+Zc6@q;sP1KBotc$8wbCU_+E}^x&|euql&8`!yyd5jM?XlxaWVZXaHz97WSv?eEZ!*~>bPUm!HoMArMG^D0e0J8c=gjNe;QVikBDj!}Ma+0< z%dcst+sgXunD6_paPk{E_uj=I(m{%!2Qe(3Y#hO){Z~czefi9M|JRPKr|PN3<|yOB zy`5l^VmP_Lft>bZa=~GHIw7tDz6TD=09EV*VkGCe_1IJ-9GUw7mgc|OdA%?lRB*X& zXHrdLUfKAdDwXMP!Bh!BknebVreJRoXvKibxMnjZ*KDj}Xv0(SY7XtGX4_nB8wG10 zD;E4r#P^m7%L717@~?{0=jPJb-(&As#HcporDy}%{J{F)fQBE;7ynC+xI!M)qW)ZI z>TSLv%JEiHQtuzUw(Ba4!OEkb&*C@@2%BMuhwF>LWyM|5u;yDZ8#Ag2Yw~?z>{em6 zD)TM!+?P|v*%w)!zXh}K@=pJItUJDA(eF*+hq00R@XbR*(s2AucrVeva4;YO&Yg8~ zbc%cnk0cW|>xiYpl4G|5o|jCbeeb=HQ}I{@T@TGTGi&}~7$>!R-*mrGG|?|nGwH_n zAyYZcRwL{cn+XWg<4MeTTCyi~#Gy&t}U>A7b`cgeI zZ#U)Gc0&6GO`gsfqfX{oUD$g|L3%T1OgvkousziHh`qnI8S1?+#ObS%$F}1p-1|99 zxzWd!lR|6NB%=F9RbH=k7 zu4x6{m~FWq?qUy!Fd+9k>AkTyJ${!UjKozE-I#PHQsJ6@JTl@4L|_#m#LoZFDvPhf zho|)6VyLRHyybAz2;Ehy-*tPuAxiOY*jK&oEs`2redX@5v9$5iikgqthas0Z3Dx7l zok%J~c(}>*cSuK~d_&bqcUW=kV&fD!=8lbzn|AgK*T7W1H@nw<5}?^1E)(-8yNEuE z!~c-&a3qzP$`KzZFdbk@L}g-O0=Do$=>Hm<bOp4#&eCia(gL*JUk!LrzM)X=wz ziaLS&Xq43EOh<6QlRi#5^{zM%&kb2ZsW@O#@_nChCzv9s}?Hq2jlo9H&(Uj)9IxuYvQ zvY`=sutZJ>2g|~yaz^Pa1_Vl{1`lV(w*NCz7Fj*(=gc^u^X(pJU_VF@7NoX;@7YxQ z`a`+Ez-fUt`)9P>2gMj+jP~n$G${q%^mA)PqZT5 zlt(fAkFua|akM~uLnEk7Z@D^os|4+%|GiSJwg{Lfohhd`+XK=HUFLu6ZbJ1b^m5sn z5;)UoFzvo@0vrq)x57ZE1wziP5!U>e0>8E&hN_0bJjE>99#Qs85&7ODjcvzA@DOdk zsi^Ni_%f1|wqwS4*^bU?s90`bOH8It+ZPu~r35Wafsc5P(;$!YX)!ufy5qDTM2Y-0 zw&|7W92$zve3;*2oyVT{$T;{WGebO8+WxG>>`Rz@A?(8I=|Mh%hZ|Vs?1^E(H+&?v zx^vKW_G*h+PvI#$*3w2A=LdS<&m^VoSo;XmU5jYXFEktG%zBjqA=}Bs( zY&NXL9xO3~e3iB7?Yq~5stNG$ugAb_!4VD(h4nM$H>c6U*GsOu^3of;a5>rmQVqra zI{p}b#P8$MIC0kuHBazl|G>~y_`nZosKX939vobH5Hjlrnw>2#LdWxp6uG%qU;*P* ziN};`?I5dQAL;f1&jM^c3SGDljVs?$&e(JowDVLBH814%;ST-v{Q^cqTI| ziA(TQx&2o~K?tYHLgZ9A7|L>jCfKUH=f{5WJ$ang+m}H>XN0_9J|;#Gt2jKxSbt%~ zw)@JGb>yCYW5&kpG4}QT z3W^!7rtRpcZn&qyrxCQ1Te=57sc%9{#Zx`}eV7c2&-_aaGxq(rwP9G9HFbK{Ae<2RKfoGG6h&oFb!h{^V(l1V=1 z#Ep1he3aO=)1!(?CVBpQ_gz4mQI=&Mou|ypo&tt$fb>Pu`$^*!nUl2Unz9;h9B7cQ zUTFPRetsh!DW~Id{MH;c3|5_B$=EI^dpB;2@0~K`2)1e-s;Bo2(t6VA)}HD)MapiN ziX&vnb10N$Uhp;2Df+2Q^6t&kHrfaGq$%~p=5YnttPeZcmo{cB|AcBLm44_n zVqX*UTI((R#qe88TA$pL_U4`9VcFWP!vx@0Fg?Z!1t+1wf^ z3w^O(q%8*WaR*C&5{Dm%J$Ezv6+J~R4%8p$88(f-#oRMI)Ybmy??W7Ek2`RE#^n)) zQBcQ*9z&vxyQFgFCCX;f4xu1`YbXuQ{Ww@XrJqE`f~S($ozE}Q;VCY+?FwmmySB#- zBf@iF7CsW|Oi1Mx+9WFPe~KUpdq7088^eRJqa+x0`MEQ9%h<^zI< zpfuzQyUY#i1ja4n-8_T3g7alF0?MK-NGQ?JJ)_}u&Vz2|=qv$BQ< ziHAG}e&x3jTZhw8e**nb#yvk&B4;>vLgrg!5l!g7-}nxJSZt%{cQdrcruMaP=^K<@ zWPK-U{bW|%EDjj#GSFfEYanjtZR0IwFv?)G!BK-_2K*a`8I0M;Z7_Btm%+HT>{c1@ zZ7~qsVjy5(ZZP4mH!p56nE2PL85{Wx)-t75Ft5%AuFQXh4Ma8)=e-T)IeBY(i*4lE z$i;lI*m>2Tz;H-cZsZ#Jbf^kLMf+}~>IY)?SY}m&W0NDwk2B?R6em1JL=h zH>CmXfL1YfqnTH8PER%VX?GbKfS0RRz?tOra21oI|3DVj?RTbUd%Rf(lW@6Fet(tmoY`GqF=!^DbYuZL0hVIzB4 zJ5=9A8n$=0Vol}Y~XG3QmU7fVB9&vAp|+`~xP=hnx(7(njUqUAX4WFCc?m%vr^70nm|J7|Ms(v7Bj$+Yv zue>7bfuA@xe%zewJ$FQ?({_&ysgJdqsMGc%S*{nquAola+fI*dxA6Q)+Ah4BGHt&# z{j0W`=I=w>G25At8Tkw@#2D~N)ljGHI;INW)aIQ7{Pze#f>d)~>-1RKbu9#3ag9&k z|F1R;zGLuc)SiHAFSa5inx?X4Kna=fDwfb@s-h!Fjt{xiThSXuG3mv}-v8+bx^&lY z(^=Dhr|nkUZ?7&MWd;G^7iNxk??$~ZZ;#e6fBB2EEUFp;o9d)pPK3je5^v=P9bu#_ z3)3w8(M7FL`8?eDP}&*b$6bvhIddH1Jwn2%6LxjwxyiVk0X|HQK7#!G_vUvqbA;xc z0RodF2y(fW7tgjMc>X6y{Ni_u9wqSlgc+YiB+KA$o#}aokz!Eby zhnSNeObtn5uR+-Q_ym3%i?W?u#H_5>$;t^o?8b8qp$Gf zaqM~+vggUpns}3YFpM|#0J1B5TA{GW8Pz!0y7g>zM(3uR+RE0|BmX*;Q78S{(AHYn z5sAZjX}0;3)|cK5fo6^kT_sxw~Ltx zGDUugL!-1IZmVb=PCzlU$<}M5?Wp%SA|Pg z{!eCdk5R&nd1j4CM*^!=!M=YBZ2aFcxwGrd{J!v~PzfkFrt@{Z7=tvEJEqC#b<8uH z9*^pd$*Q^w=6FSe9Z2h`UZJ*f(w9e2g*^s>VMHo7+UeC)*Hr;<1NXz!o#9yJVD+S_ zOm2q%!`+w1Q}uoQADT2ML}^x3LZwLv`zp;UiZsZasfi{u=#nW-k|9#Yh$2&_xci!i z$dC*rnTN<+3Dxi3+xL9hpYGH5bUd%$^XkPPom_XFz4tkLuf5iK@Aq0^1~-naGfo8# z$V9>>Jt1t*`^2=7dgkzwcdQVR~*ikvvF1$Dpx(I$>9q*b1)cF-0~fqM2L2yJH;-&NHA`IvN9`o0r-ld)?bNH>)996PA$B9S)mb? zYb2Hv5#@Ovan1_}qM8PiX0u_C`NBfGW50a4G~>Rz!ZsA`-bRdea~UV3B}!B({F>#J z$o6q6w^V+lOI2`1(Qem2L%Vx~R`yO;IRK+}T;=w-^b_s&+E|nR#>y5>Q|Wd}dh)a8 z!;49FvLdtA!&_-9izOC_!j8`Kdea%)Zr;?G{N5&R%8GO?xdpyk;guQvAk(D{&VGK9 zHhUza-7Ic*&fo@-{1xS-(Qa(TP)T=TVeFP$nV60+h3TbY4k=~KSy7Ny- zXL8q39a`^rG>%LrcNW^+^-5rtCil(6ncS(C*R+f~ZxW*2 zsAgeiau+JvlX`Gt>o`>x7X0oqe<>thcj*fl9Ai81u27aoyJ0@+EFt18vU9REKQF@6Ca?UNP&Z z&*iwNeB1vktrjBxyd6=2p1LO}+aok8JoyomM$+CWZ2>DFz zRtR1A>*Yxa3_QZiERody?jo@9z5) zy?@nn(yR_zBF{@_K6WlSK0omOA@i(@|G{hU{7i%JjvEibEHof=^#321e8sh_XXm6I zf|+Q0#=qy1qh6L-Y3!0xIRo%!%GlSog@Iu5!N_B)Dx$!E`#0ahN0khZw(++AeNM`^ zE5%YJxL)1?^+ro<@YEf2kl12$KsY3sMiL>#*s(6*Nx`LUH_6iw_IeZpsI=2@VMm`S~{kuCaOZ+ zu#Znq=*U3%Wb|2n}hw8 z)*Ts=9F&DyZ#P&SNFTXgmfyPUPO!wqF1?p=;>%$LYfb$4Cq0LPt8m=dL@)*(@U;L? zr6;v6Nv4B*mMM>or@ zx}CSq6QK8F9N8o6C*BI`?EVQOk}_GXu02wp?L5q{UKTQZs_~snpmAbGXZ09M@E9H6 zUgG@NS$hXwV}=$W7?s;YEQd8D(B{ZI0LXk`3|a7xY#1*eP5#UrU3l|^=rK zV9lDe`#c_1AjqvM*ZAxQsM4t=Bl~dxbnO~fEqCJzT)Rzt+${>Dj{2-X*}H0A|8g6K zEZUAdc^0=^pyu(~4b|afG!&~M+)2gogcJi}ZaFgJTqeGUV4ZpSm`(MJ?ACMfxz4zj z(+F3FEB8yCn~U9m1uADjEGPKxWWN4{=RgN(4#W2SHx0$I?v2kbRITVt0CP|cEc=kK zpAspmL8C<;f;Xsjf7F*yZr`a%Yc#%Rf%T~7=DNkEq3|7pF&vjk5)I&NPD%ZW?Zn)2 zS3v9&hPtO1@$PFw&_R9D!}9N5|h-d zMo^}VttnW24T^45*L?KuH8^Nc1p7s6;3=7j<2LUMg)durPDPCKgOvCo?-_+P@b=7A zs)j3kV2;m*91)>(sOWcDZ>v-)ED}yPKP2_HhpfrETZpP+!S1C`&K&umP7J#vGmJ$t zKT}0jnDu`MyKha;y^-^pJjp!l0bRVhl|1Zzd>F7hGsQaZrI`a_aa@G3JMuhPDb_2n zuL9X#{G?N?U%r3g;T3ZW(ka$?Pdv#~b~(tFVjT||;~E-=AQ&rG=W;?Pu+-j=yLap* z(ka$mzI;;*Q8H6VLUbl}nmEOJQHt^P&~+CSc+h~5P{41E8}x9os6_k#_m%xnEn@#% zOXr`kd*V9Np;S9tSmUC!xyk(J0Ue41&{En;foFQ!4P~2GK+nTx*1tDzgBmp3NsgE6 zK+}urTl3d!hiYGWIo2~$sqefjo^Qs0NdyHQc|#csbwnc+H#f4 zJ3gL}WR6S-Rsr>z3jB;i^=w`3tL%7M9d22W*&xn;jjBdVe#DpG-Rff!Mn>hI= z=w{e;j?I`s_AVCe?vn31SfKAIpN$?>%qBjnSo7?i%-k?rc}>*c()T&B&MkP8Cu_e zloTu9jLMl=vl%mpMq-i7>6gY^B|gX{O)}?E+FGu_okf~tPQOh(vS>}#ut?_3+%-*$ zW7=sFu3EP?QX6RnvT0AKo;@_vQ!}}kB=UkAM$>8;*L`nw499ZT(cCV_hGjB-_qCTQ zDr8(`4=(qJJu^saO?nWX3`?TeU$8fKb|chgedkdk;mnrV9Ti;7a2u0OHi_Z2{GAUV*MujxyD&Q`Ct9q zL-<_kUO(E=@IDwgpzS$CvuP;Yc4FL~vS-#ziolk>%DI-QARl=_m?SaTUz&T5x$vEI z;D$^<%+HRnpM$5{x;v=JKpK^!{~4(D{$;$l^AZD)L90kVWpECzr1oBH^Kygx`o^X2 zWR&JRB1*NQYUgTh zqq2EfL=b=+W#+jOT??=dwS^*25w83n3N7+qSumKPZd~Ky&mXbzS%JB0WzL5Cw1U7B z#2Cl4h`lqrH-^+y32%^u+UhODu)C3mpvcu3Y2YKOf&GsE)~iF~KrLAtE*~wI1?8Tb zc<0VN3~jz=PMY*W5BmAnA82~g08-19f{gNp;Fc!D8#ml~a7*!E?(lb43?+ zFjBlvIJj-&6|i;J2Qlu`_u0BLR~mb@m!%GmWS+6&%|V`{DsWr6RBo5L6ucrl zTA9Or9h`oIYi>$FGfY}}{?MJ;pCof@_e!pviq`j9_9HY!)~r zUbOG^U#=m@f?9|b%OXWD$eDU6{01@Xj?5GmDSB&B&A_5N0e}aE>z#7gyewo-qTab| z3$*UQ_`QzxB%GP^%T_s$PtOE%k&a-Nci6lv zQoS7SmbXP|3pwKy-6jSP|MJ-=viQ8hZ5YJX>U!r~0t&A`2`zt+2h7m%VVZ=`b0B4Jd8Jh_TS0oFeophZ z-13r=546zss2YD{!xRM^%XGM^0}nl%qGjxG6h2<_2u4{SfO4VRE9P%2f=WJ_YmEJK zL6u*#;ESWr;Jtg@AngOQ32m80vhX(*H<&P7aIKy+rndVraXP!{^kVY*1e`{nUNwUa)erF&tl`<0!;K-)V#-oBeT476Qq7-&0_VHB|D?nC7*$_6Z)zD%S#J6WKeplJQ`$Pfbdgo%Q zV?F;Dnps}(`HcJ?n!uTXuIG%;OZR0jdB?cc9vt}C>@rAm($?>5W&G~f(l?Fy`N%@s zQES`HE0j?#EPwo9ryt?rX53F_?zstb3*h0&GV$Fjj(}BYrk7O-|1A!rQ*V_4T2~!+ zD_CL6Mu#A>ex;u$1PG~^0u^Ql{`nzJV7%bk(Xr<|AF@#%@vsmc`9&hWl-_RvV6FYM zqNp|#P=lh_HSvVjee$4Ew?C#2%22s7Vz~j+YmbG`T=SjIuQQnvB>zgG@}vWpsoi})b^lA?`r_1Sp3jRZui`H}Jtf=$b$Z%! zBv06bTO6GBS0|@}7&i`QZMioiHx8s@$tc()d95icq1~ELLm~b-C3s8&@DY{IR@yrY zj1v9%DybaoDcx~R!1xv`F;UtF%KX=^GeObfpK@4BI^oReo&O+y`D-CifzmH3i0K#7 z)_FY9WvL4Nhzi2G{Mq6_$O@)FQ#j2C0pW|P@84Uq=M zeAO3s6!a@B`B!^NY;hoThfztm0kZ3N9^@?!1ebAD#*`l$$flu?_owobvjH5Q#&4zW zoX$q7C+er5TWMwWb{aqra$*=Dd@fjfvd#_eO>8>_{@n2$5Z^HvqoAZc-Ul8}{#e*s z6aaM5@udY2wr6_&n6!vU7;r)+ASOgy7N@%E!kHF16Htk$N-W3WkK#aAjJq|RkI91@ z*H&h3Y0`s5qE&OAR_nrq?amQv&$dF%5__j(H`}21K)T*|0Uy|3eR02yLp$V~T>SaY zl6E-zQdvers1w+y!r5P~kO_oTpG(OPbc1<(hh5`Ur%|S8f3)RTWe1$fYE@?Vl!5al z=1s=j9e=qE^}j{i_sm}xnwCu-Z8r|Lc7Mo43T zubZs6gAoTpC-@(e-1nKJpvPXA=U4C*^gFbDcZLt6DTu zxl7K{_jnl+PTF?H9jw{ZFlj zq~WHwp_5L$s)LH$^{?N(`blyx745HTo%9ec-0CW_)wL9&O)~#~*6v{4(hyT{&Q7#U zO`;J@UmI)rZNf;?5Xe?8X?`vcxG&twUvZQeZAbP%R!Vnwt|cek`_6(>3x7UGYGN9j zmxai2ajcC7CA8q{tMbl*lZYI~kR#eV@m79au|#sCawlgs2A&1xNPE5&SiBJei0=pkE5cVrx0FJ=`0F&pLgpG_gyiK`&yjiv7qK9}qE z=Op^glYt?+SKsj>l%sd>_P4j>fEHu`7fb;@K1Man? z&~8>r_xhJAYMG1_>(@|o_Zno=5XcN;rF1{Zo$BNL`OPabRVc>UckQ8gSx8{^CSjHu;j$m4*9xGk_)fK+ix;Dc?|DGyoQ2-J7TIv_{Cj3&EymC%pDdISxR(R7 zcwVntdDIoIYzVyL*YN^GWFBtcnVCJpyc}e!V{ywbHugx^%8*C9oh-JmIPiancAs1S z)I_I}Jhy!Bmk-Xjo5^#_n}&gQ^IVPuIr6)uLQ_T)a?A0R$()@`w7cne-rI-oXM#Z< ze7-WSgT$%XvkM)IR_{1X8tuLhC%87fxecZv&0&}nn+=1^7gkDlu_5tCbs<+3l+l## z%ET$%ixiIEvWqVwjds(oPQE_5;#rw3IB<9Z+Po} zq9()^iuG}>R4%RkM?=hi_po+!m@J&iqreeqFdMEgRL*f{pxt}JD2*BxoRm|uBK1F* zZh$Ddjse20u(Qag>&^gvQ0hdorYcoym z%ilw7k$dbm3^D;(oNa8iiRrXk*X2K;5!VmI5!afJhsNFAd_g`Jote4BGn4wUAUA&Y zS$Pp;6UT(EutjQ-ewq~rM+37L9yc^4W8@=|KVX<4;U0)J@by}GU6#Lw$}vi@5!o;l zzwhqN#?kU3s2sMQ&4xjSArza`3Fv08!?U8B2d9vk!b>zlGNB76byCV|`Q}bqHZld#3r?C_`RlMY$of<1I zga)!G#F1L6@9_e<=?(dFs5jO^oHDLPqvE?pM4WsuDtG74Qo5%pO5Wyu(o74RK7B(> z+*?}z!^E$vJgR6x!n~HN4>X&{vg7j^zYCAC;$#*^A6Xg- znc=Jg<{9p9Ee(o^(QahsQ28U?faK82s&OaC7cke<64tBWeh8LKMV8`{7{V2N%tqI6 zmQE-bK+W+!;sWL$BgU_iD+~b3(HWQgUkjKQy}fq}*dK{pp9fNbA1X(6CG2OYVBFjE zS-F5886JkMCX{ooQ8+7~Ne9=^_9R`|G!!~~Cdc2QE{E@1!f}v-qQNQbXg3-bViqv( zC<&Q-?>hMc=KEZ0R`F$$FJO+POtaDt8C3We(d-Wjn130}3Ev`P4hm4NegQF8f5Wkm zsGH%QK@|FVzt{fDhGsdZ_Z)5{!)99`Z9cQ5UM;VT;E4QK7>;^p^{#MAR z)ED@CUOUt)J+Ccy-3aQbc&?tP*aV{mMm=9c;beJ$Be#J0wRP$rFW3^J-N-o*$s3Hq z=O;sV1+878PNsl4#hy|4eEJb1JvG-oz((}v5~fm!3z5_9lpIs6H-QbP+fu9 zu<@2~(*f5oXm~8ZHhegSr~{#wk*u=I^pkz3#{!fjgHgAz*-*%1Q^_7T1R}WwbxPgtfcNMC9uh~UrM2I2 z1=>Y|?Z^!=`fkF0HmF-{=SaNG>P z6o2sSVx3pzx@wTA(Bm-Xejk`NQDSjw>{-|cnq^j6fUFp50d{S;KqIm1PsTh8h4b-B%B zxZLvjq*J=TqNa_Klo~l`H{t}cQo4IrYtMFzB9C@|yjv1|a4a35VJ-}lB-9v3uRq2P zpB`RHcbd6%W(9pGEHZX|TWz`mK6pCI{Z*(GoIc+>ZftK8+@aZdef^oA+;Rai>JzCA zzel@Y?&1&A4KxI03kq&JDr1!G*Hgz{{`$8^ivPFVaw>TZzLb5Ke!P?bF zpN%sj=9VLJW?jBXKv$iw%26c%>_Iil5@P1&{8MyVx}qm&mH4?SQBP+P&M?OnFGT_+ z@_;G2=c-&~ivyuv>55%GE(GA(WEacBDZh4i!`FR%Bd4$|@L{pm?HPwNAC12{>P9~8)8;msxYwH4S zwzI)RajqZzc4M>A@aK-(kYj!hki{*x35((B<|ofBU#X)$bkF4yZ;c?4- z0~X#|BeNg2%-`*DU&sia_L07kqO1<}Y?>NGwA0{Np2f#CBXYnq)1w>G6q4X2j)6e# z?-*TfBT#&&+z9(zGNz?$O9e7vnG&8|H4N-4|9R51F_hUcz3;9UbivGXxti;irhseN z(kJF}w8F^=jUA4A8vb${hOCA{yd|@PXVfVdW%gTN`tX?WOfe!y4;izJGL|N}d`0JD zP>X6BGjL&Pwu9-D^3y)DMqw%BQWR*3e$&D*>;62zl&HGdGP{?GSOkeBfhVLu!5MbDiz z3kOfp_Wam26!JVJOXFxDqWi(_*+u@~!N24T*doPabZZar-_9#2aQ_bqolfXMn`2;0+Z%AOMx45X-T?PJPSP zPi8cjD3g1;NN#<^OEoY}TK8|uJszf^U zF1tLD_j4OGHyMBb^Q%uIOhe)E55}8dq3uS&4RaqZ`aRl??`imzIX~`4w*cEScUqVH z4`@4Xs^EJzqS+*K8Sx|A5T8ZkhJl*TdtV|XFbvdO@;9hC{v2@4gkKrsQ;A*Dp}?A{ z7@s`4vKgNdu8bdYcy$8&w?AFM>~g=xfpD9Hd1q$k_+#lM+_wcd+0cFb%rpM{@%OFycQa9U;j82js@@Jq{-{1me`81i9XxBlxI zU||)kmGW8%mXr$GJ2E)!`lG+D6CCkqe;<9%1uLB#(r7;=di=EACSGLFex4ue#Ph@$<8#ArXJb+sqC^pyN+Wa?vn#Av@?RF1LrvPjZsKXtxu zWz+#GX|x|xDT-P+?FnhLU()v3r|rA5NTdA~S7NSgo=GQ-_6sfX(BNEGNE+?O4tbqC z_TmX?w4d?~W}ZA9MH=nbF(}(!GwTXzw4b7Qj!Sio)u3Dd2t26+8VXp!Rc% zWBgB@(1uF>DieHBISlMTKJa4-$m==6)uFFbw;GX>UBIkS^5Tr{T92gu;sXa^Cd~tLrNNX+;YT29!uVKfc z2e!4qH!;>HgyyvZ;a;Ik1OI3+r$sX1*2F>}CAzg<&a2JSQ*SoBc zLb`xE=eE5f^YUa#XOj2#dpPr44*3G^d@2HaHdYg7l1C;otAKlOTcpKPG4h$@4QCl$ z`Q#N#n%gcHq4lwS=YBS>Ij*5_jf1=gp=FE$?w9OGNqSNJ*$TK5X$*Y4h{j`l)b&p` z4qQ{9JDS5IMyAk&H3@~r{@^{{G3Jd*0|{5Y$31?>alwJ$ENa#F-6G~InG_pIhL z1G~_UcAfsM#z1*tnN!QTw5->G@VJ3c+I1bM{aEkoNt!0yK7K_;#rtO1WA?%GseU(5 zbs48uBN_=!muE)49wQ49JMcGoa4EEgtu_8>@T+=$YNQDwM%y@>jYL} zR`P0ViP3gE;>egN^!p$CKwjD@$8xn~(1IReD|$k~?~iLD{K}AvwB;=Wmg56AufF>f zOh;~rEej^xgEWn7c|z54KrwTw;y*&BgmNn1oI>JcW56bS6K2X@3u5zfknX7L8vG2- zr3pOhU=;8!Mh1W>5ua46HWYkzSSBBANB6wQ(}ewe=sdGq&o>P?;17`5PswX+Xgj)M zmuU6_-VN1u^|gn={rOCR|NIov*|02B?#bpZU`*$j7ip>wZX$BjY&u~-KdNmjd-q-k z>__Du6U#+Z&PrRQ>j|XrKC-Uc*}NPiVlOnV#~ieSvQ^j8BG@wA6WK`A@S7>;bX7@f zB#wDwbg%Du!sbo?36^ElE%|0wr8?|wc1cZH=?VmBoIKy23qrdo;iDyo%E9z3yW*ap zSU9+}AZgE%2(axd4_&gU9>`~8riPl+L87jLwXcFbTsePCFFfr4*E|c5)=p`H^K`k7 z1yQ>ow}P!(*yvZFZBT?$-S0E#otJF5LS%4+#bMBy%Cj^NG#14SX~&X6+gaT9ARYHB z?^|5Ji#f=Ydy&GXp^(4woML1Q3r(tW7YlI#`KVle3gOCFb8*6@WJ_CMjWP(WlL+O^ zzQGxxucE3|;rZ!s0O-+EOjmK6ayo5t1b20d1B%lN)r1xhl`<1d(B1w}U~vM%9`ps**@*fuQv zKNwcmFW44_*__czvsmg1Uvz5~YbUx^QTC0`=8~A!QhrDS6E=#kyHS)b-2-jP$ zau5w&F2wRgdb}KA8VZ@=EVR8&YJ8Xdd}6d6(KPglyD^IJ%ZFJH4A?WdsAm!i|O; zglIb|$K=vmP4U!!?LLh(m;RZQub~g`QPNy`ap_08yb&&JTzb4;INFZPPZpQn%vtK?ZH7 z(it`smAgkXGR=`R+U{~i=BB^LDS2BIZMP*x+bQcu7p{{#%a)-XUkQj;flm|`w;r3m zEg-2UoIKk8?Jzd9oIKi2Ia{XmS|OY?+O9KYy=vx+bkb}S(e|3+>6v>) z@<^lYI+rHLtdx308f`aQcXZ_whY0d$yWA$_E0-KdqwOjePhB0iaCm6D&OwtB?u+%b zt-au-;;VAn+37pKnYNbE)-7(|OlP3t#@$nPXEUx#+K0HPs$I196T+(pqSpW81TssC}xtSy?gT zIFfbf4!o45FCS_%kmlhqk{;@NHFq1suwD^UaRRU2l_xX~-Isaf+Kh*OgLN7=~ zZGpW{$y(B^51(ffbCq9bvaw9?9TT5l==|I}xgHF>s=qrUGlFy``NR4v4vlSm3=GkX z{)WUE{e$1k+hh=%1nN+4RLJ^|yu3Nebpln+y5QWAMM>Q|&cNH6Df_q9#K5g*db31V zcS04vsVad1U4U-xJk4yAITU*>e4Vek4vv!16R6rXigMzr`!>B)TOiV%Xf*G65eP3_ zpjcV@0Y>WkG|!ahqi{Z}S)BOJ20Uwys9C=)2OO7pSo^Rp^)J^@{|mI;Z%=nU;Q6Zb z;+h6A+K$g8=1kUGR|qQe?1chTvK7=9|Crm%f2m>VY;h=D6EObF%4@V`Md9IH0`3aj zXgrCVIG!Y3?c+DTz2n&o0Aam|Cs=K~aP%LfYoasGdFw#JAp4uxna6&Gh)pf+uM z{=9@jg)Qj7UBU=gu-PTcwZVJHXP~#-`Be2p1ym3~+Y<}>CsK|F`f=}>F_1`i#`{~S z(sME>!yl}`zrY-!UJzkFe>@2GGu*fa#5E%BwKKlYsuSuRoAP+tVR#uU`cm zUi;7zY(ZB(l^8*It3(aT^$i3q$P2=X{C}%4P_%uwLCK+BeHn17=3o@9EFq%PV~mQHs~StSoSExivs>a-ZR2%!6g1t zi*7z4%8BWIhcxh=YX5r|d#hb}<+Z9i~lStDZ9=F{sYINZBFUrvG;MVbP z_lUvy3zmL(VZ0J{Z}Tz;ThauzI9ICD@BQSqS2Py9+Trtiw0#qO&UIdH9U$_?|8>r& zuVA3Z_vnf}xqrD0K^ASt_XftEpt64d9*TI*CSb)wjJ6{yfyHfqJ0-icN;UvYMG~%1 zudtsfMz##eOb9{k3D3!XVgW!6S?QP<@k(Dj^~G38)mvbK7{2>4u49O+5^sIjwkmmj z2H1wHNT#@`7n==%+|{qW5`v`*4~k9b_6NV(9z@<4HYlBCd|Qk3nOn;^L5}-V?tuiP zBN%4%j}3vpH~h-@npxEcHAF_9x!@EkN7rP-vXJ3ZpEf-QNi(YV=_<3IVI~}( z(1!c%mdDt<6+$^y|8m$EnYhV>dpU?VhWWf}06{lzk2dGb1xL~GVFw9qq=Gdmi%S;e z0?mKPX%Ncgro4K;R~NEn>G%`0{aDMZYqv+M!?n?IMn+ls@KvFJ%9L#?&|l6XLiJo8 z6fm0;MrYKFOFd6jo46za-Zi!`+p^*t6y_|mnHkXly9Cxx|Goo)yKO_ANo8*V{QxGG zypfZlCt2ds+go7HLDQFRaZLLjqm--Z5Xl|3VmVBy6IXlRAami zDYTtcH(gPED!+8tW5T-Wh=yWu+gI@^oqV>OeBJaDTaC)DK7RymBiwdsE-|-#>^?JT z8P9ld8y&a~JGUKK`IHxy8z_9QKD-UR{*-jx^i2X=7tDS9h%Ji-(F%SgJ!ae1!Ym+y z_7h{z!iw0SMfXM}1JO;N9yPvTc&Vt||4=s_9iOzqZVHdVp0)jJ^-0HJu~Q zj>BLc5&NCzPG{3>ziKFCd_U@@KaafRC369s|JV4m2sI7dm9X~K;^lBxXW!_oFCHM!5u8i9)dW*lyFMN-mjR|| zX@XTxI)IO`?YQ&VFQC!!BGZ$`sqprjfCR(U1yFI~hdE~^^+Nsw<-w(Ix}Z+R>0qq` zbVv_>e@6e=1d5ME{&g%NE3OqJ-pR!K~{thn1sOTm=5(1XE;|1D#jQ)1;@VdFa*BB zm@9&bexDjrtX{1BU175X^OGMxRN*YPYB;DI6a5~tTKsJ8A%4>6_tU5cUh5|uCXId< zwoKqEn012<{l?!juF;VB!a~2ZCogsuKYE!o`n_qq`uq|t85kOniR#HoQ=is$W@8v6+ zm*G<5B}1jOw};MMgbY;rs6%U8CgU1)=waW!k`J`qbbEmpjNfY}pH+FoxJsv&ZFxGX zgLbbo!os(xhbEpb&Be?hZzQ~mm2v*d*iw${h$foAO|K11)Lc>g_Jcyk_3w@pll8I? zYyeY`=>XhoCM$9}5To75UPckD2mp1BB8tx}=wJqV!yG3zED4DpQL2k#K#1eojV{tT z00kj2Y%QTp5vjUU{sk{2efs`Pn2hW(!%%?qgJD<*vBiOq_=Ae%tY$EHK3OKI2m(%Y zd^}Es{XEztvrBR|1P!S1BjiXZC#M=^ustFJpd~;U71h|{K*%`EGQqY)YbwXHYG-cu_KlM4{wJ_63 zHOX_b2bfzuMrW&RJh(Qv?)$8-A3*!&PXVDpi$K_@qvn+j#$e;g=h|v2iC{p*Bi!;M zM!E6q+R&`go>04IiPAJJ9*W{@!R7?v;t{5y5I>v6EuVc&9BW{lk8waE&RBX51z%wJ zi$dgB+;UGoUKo}O$Z*SxK7C@Guc);znKnm;G`GAG1Y{`=NP*)Bx{k#Y*IQ@JRLL1^ z3{YI-;$9Pa4y0(oU7+2zLsYrQ4Is`E<5rspSBA>zrH8NIRU{o>3BN2--Z0f0%*U4& z^Gc<#X((jH@d!@!0y}s+nokI^bIWlr5MS~5m2p?e(u2a3o)4qXZ{On#9PkIhY)_E5 zu6W$C^<(^&nw+w%TJus!WRHjR{HX9(RK7p^NGg|u9Yoo zf%Ed47sdr2gg3s=tr9$<0pG^SJPTEAgnO)xKW-k6QPy5B?RHx61SWWU@n>%6gz^5W zmoD9}g`Qp!2Uj@RfW3zz_u1Z5fk__mJiKNl@Pwi(hws65kfh%#-r#i?xNx;@maJ?A z^LA=}nYlmWFV|3H<3Na}VWI6;9)&Nm$s*5f*G(+secw(BZD(=YH>+=0u{nY~+MY67 z=yuI=^4xY)C5>+VjA3%ysjEq&?Yn(WZ|qkZx!m@p2`8Km*O5otO+g~>XPPZ(CTaPk zsNBF?!{fG#wdP-XwOJYRY%foz&sq$(zc<>SkS_^u9b6C}68;Y6O*I)^*6@@4z_V3$ z3U9*i(e~w5yPXz&KL{+AKkY8~)CChhy~w^BRtiR}m&M|?M;_^|kmwH}v|*4vki~7U zuG_e55*K-H`wQNnKyaEox1AF7Mf}4I^4#{ZJ%!&=787&Zk*%Cwaq1j+t|%iEyqi3? zeOlp=@#Ga*;2L6VV025uz4Ph805z)v8DQhT_G)J~8wTI=nOiH9+rCI#!qQ?9d2ai> zTtWZJndG_cTi#3YIld#$ZKvFN9hYbBL7Lm%RQ^!hp)i!Rca2HWzAnD0LRuruED<;L zKOQzLZoBoaV;nLkcf-B3cL%x--2|o$heX^@?t$ht6~Q~(Nf zk3il@@s)!EO+d(!()IRwG`P5%cPWRwEmYVyYw;3|%TV)9M(@hEjnIB_tmKF9o$yj> zf7J}pmtf1wyVLn(KLIZu*K@+cU;c6%hHM-N_bM0@TxI^VHK6KLdfPTNVzeDGI)!Ei zHv;PO_JJikZh^IErMIRf9#CT;wPX6eSbB??{Aay$A$6A>A(!>CWdLU#etCLMxWr@2yT6o z->`E^2KbJ8bwk8n-8&;=-ZN4;;23g4%$T@t`?5*{s{0N)a7A|tmur9IWsQ|srn%ti zE+Fz^l=1y5w*c2k-W?i^F5vuj-}&`E{F8Gizmxk_L!mYl6Wy;{5>!;vI>3hR z{~8BE<(TOH#$`j+IhMSn(fzC#u5q+Sx}?$lT9ediqHnLTq5F8h@Hh}MKUwJhbMvcr z6*p2zqx%lBW15U*GD)NRK9>2?{+|#3F}jb&ftq%Aa^LV|p!*(_)YUEaaQYVwlYlx~ zcy)?H(b&h8|7fHi@A{{AhrfFf6XTw7qgTQWr^X!~dNdwBOh|Ox$UytoKD=$7k<$;Z z7lvQ@CbJIu(V{rE*|)*ld-Fu4M?BhZ5M@+edx1t8?Qd~iV47lblMLF=$|P^O-83}h zIF&ToPn96r4wBK)PRW`LE zh&0;Yb?%M8%E)J=(SDbP_sarr#E?e&`)3C<8w#hBM*ArZXOG^l4Io7Okw`TqralZv zCJHx)zYige_D6DVI$W6NBfk`J8n9R&!X2h4TD#4T7AoJ1ZZVRV{>X;fQNQC=(&8H0 zz`@khn%7>^&aK`g*p^vBlX2<~qA^hU6?Mv18H{U}banlyHElHMtd6nF`tP4g4$4(9 zu4gaaoH*x58!hPB$@Qn@yJ>gkxNMvT54_Kz}^x%F2ZIMKYIFs9Mxw~N( zlN&#>;!uc9z{(__btc7R;c;TLA9-Oa7ki4q-p_4M@{Ncy$>V$Dk9}eZ-7fB2b;*8T z@CsplP)&(hAJ$5|*Ui?@*iPdUd0q9K+8yc3ecAYA_+E`qV8jb@G4V5?q<*+{<%!!p zAcSvltSg0ZhI0hec!qC zgEes>ePVRd8R5e$ss-$C(Mf0D9b?z{zT_hf96+B7b?+Z(sNTslcvFpafXk-KiWZ(~ zAp2RqZC?EWU|7tdDw5U=Wv{FdSfU&XPFqB@224qZ-8l{UA!1!{d34we4UsP(+9dg; z-PkD5k!Ni-;btDtHdd^Cx^Of_&*0r)N>vq5KFT{kWuFT8@HwG)^ypTo5njADyp{f! zN6P;cOT+gjB;xHC$*A9TpZY0%r{e`Ok#bhu`0&?yaXnMiNY{<;nGJVZ6zwKmH~y39 z#e%6D$=8h^v$1`h;jtLfb>qj5nbR$Do=UpLLWGvDP|1Yj!>k)0n~Z26#v1ARXNCRh zwK4u!#C(4(8?GA7w)AJK8&9OU@dfy6d-(joH8!HzFlL?la2pE;B{hF=51&xX8_5!9 zgb&g`zjS@hLlA?w)7Ty2I`v^O$E1%Bda%`v{~b>ZJyUJvVR9hee;sgJw*11$=NhoS zrS$uvX?vj1BK7<88Cfq5+AehyU(*5@t6>Y)G_7k>T=x!inWs)VuRc<;U*LQ8uV}l@zSG-shrw<4 zop*^xyoeOq&f>Q7Wj*8YzC|8w7cJCHy;)A4+ur_K=((cJFuCn!n@OYXl=*X|D%Xx& zwB4WT^4d3xJlg)%Y|}=e9aPfT){{_yYinGGhqf1e?h&J3-VV=44P7wt5{6cnZj2r` zeHq+fkN|HSXoLstRIi(D@BJq}Gy9ayHu}roqwSrc-wNk8Yk;ILTYD3uyI}5}h_>dsfJnI{6b>19oaI>=*68tL{4V$`p*4=$C%$5dcil z6Q56W*sv_zHefWvbKy-r=sTNp+WRF0k@$_7?dyaR_H%dKxVWP_$>1Q0Egf|yl-qA` zKyD#VDp1ECII}&qdu&)1IzKC3w8A6vUflQ+V*!#xm;(R#Ih01&UPk#t1;rDtq`k4g z!}JAJ)n~zDw7tD)f8^yHo!iEFNo5bz@u=Qway=icQ3}al^r!?x^?aOp>(EE&>y+@& z^jaV2FXZMA-%|!f6}H{`DEAR=9!RE5N$7)_eK)4B$fAIUj*|KwRuc@9Gg2hrwSm^UCD5YbTf=X`Doiwj(o~ z#clT}Z3%z8j+onyYXU}d6iSp65G-y9jVO2o79nvMY$|aaW}dRasR?@?fX`w-M?gJK zoP9&ncX4bhZw6S7uBc=;HnjccU9qBk1CABF{A>VlqZaSF3_ zSg#P9Z#!-iSjr`p&20)Z>BruDaTZ{dusgy0Y79V;WGJv*OGC(r&OoeSwLo{v%-Wblke9 z+aMfT72v65ng{p8uPSGb^}z4rLhMwmy5K^)XUgt}Qs9wUF-2X*V<@j;=4gLA^tW@{ z$=Xne#$ciCGn9h6#tt1KjKd%chlRGo3Cb$Fhk>@ce~R9Eei&$b$>_VvBEvx29sdw* zN49pPZu_#oK9jtP+T5+ROZrKp?WK`QqIP;yNTcoZ3uK}e>^n#rZSUN8&H0R?BWbj~ zNX+S;VYd}&v|WX7a5w!Hoiy5>5xZdC;s<)eLff~0EFO9xxfd!2IqYt4vWItcr7!NU zwS~f}`>F5W5~J-G18+=UD=!JxNsR6Sv{BGG>7~S{6K(Kb=_;>N?~jkb$Y!(Q%|3L=fR z>-6qbU)ttL8f~Z4^T%xY^k7(MdtAJn>GQL1X`C)feoqREX~w*}wC(weX~);Qb*C^; zaglUq`E4cUN`U1=jiWZPNK#aB{ za(+o58RUs=F77Px0X54J>#8f8Ee?e^S1yNpUVxfI36jru+yy#I5xK}L!nlIw6DXbF zlm*Zu)fl#lP);A?H@eyB4R#>yQG>JCygbB<#dbRzQ?9Nmm)c?W2vGkOP_iRz&oQww z=^%D5uX^VNIr*nw0KjDk`+=h)&k-LeGQ}Hi=^tkE4)Glmk3S({F(F62La;Ei z@H{nw4xG{P`4O{dJQf`+wXb+ix}UMrG>5F?Y2Xyvo}|Se#i1U&U0j?QsRLX^7C3g6 zZUV9yef{!Dh9I5R^MM-r5p3lN(|$cE1|*%%I<~ks0BT6ZHLh+dhg03RhYgkY13Lqg zg=YqWz?RJpAzxO!1oeleUfOr34_MonDt_UeO3|7omyHcme74dUoGa$Cur9fKfX(&v0*1{&RrsAkN^lP!Z8qQHbE=`@1eZ%Ze5ElU8t z$PKX?eZuGR#-F2h4mFl^?U2uQO@}+5KLyHYd)OWduBnmtjekQWd)yF^ep5Nm_=XqQ zf{ss!I8xr6$6Y+RH=6C74bgkQ$$!i6c)uIyKqeBFaQn9!14Y|A=9JQJXvhQg&PW;G z8Wp(uya}(`M^$*jaMQx0TN0o>?ephL93AlZ1Y16z&heDccbNfSwm1T-gpJ=iHqwFY zJonlBCtiX(>0@TL=Jtcc<=-C}>g&ORvD>}&&TE3+x3`Ne_>w!qGz9XXS=@G;1UsIf zNb=nFkdnvs7vGUW+gaT9aZ#@RgTu%qud>8umg_?D+;;7rLMHnuqX zW*dCb_r2p{nGpQgC@?rlO&s1ca1LLoR0Y+R9}knQ`N@9RqIfY>_Vw@4c72CY67}7C zL5!}s#O9Y@LAltN++y?RBh1S|QRNcLT%gkMWeGis6x!~$VGbPxuW+b-AK(U@m*86r zYlWtWOEWH1_SkH_b?HVewj>hhaFHYo!js!)EZ0kbk3O$_RHoboUs%f?>q{;G zA1xYPWo6yLgLvM_vS(=^pKFJ`DRl^p4$>NbHsJ-3cPYvq+HVaWseRIb}r=iT~<43<^&t$Gl=SCbg8c;Py*LF-=GB(Z5IWJQ?` zaJGYndZ&Wq%(-&3lJGM^CQBQk?uG9LiLOgfI4v)wvkOk;rC};&F;)j0$Uw~?3JSv z!5B1YQa=dZ`oZA{`p2I}ST5Od9E zmD?ChaV!8~%y#e}%3(GQh5w0hb(uXo56qjReIPkC0eJEtfANeY?B`N(zR!1WM}ZbZ z48x8Q%89>MSll0$0G^;*xz>|E(ohDAC&rDB+y)ZQHe37YTmf9Q)%j!E9e~Ys1D~f+ zRlvJ6d(jNN?{Hj-<&Bv$a{oE0ILW{}_`X*+klJN({Gk68m?L|^?YyBoSnqgpsmx=NA+xyW8Y4nTqQO+gkSQAUyH}r6`{{oBoR077`@H(qAJ2K*bJyKxpR>=} zYpwTQYsbAU7iD_<4t=gD6uAF!&L3_={chF+HW0BR?ZJ)Hc5R-F%rAZTv>h6dx{yjFvk!pnL_o||Wx91+TXQ1Dht%b#5pz$)E zYpyZG&bunmf-wD#TyLJqbn^jW`kl?ZQYU8P;oqj;a2&?(v_{RiF?0fS&> zn7!bY&`qdun(UGyau<4H{k3CJ|7W!OCKK{4T5ZIm#9<__#AGBvJGvNMqy3lPXsHt7 z;BB$OjQX95UgZ-u2V7S(JGC5*kvu_hFo z!`_6kcj7ZuP1m@v31M%UMpN1H+`@eSskv~G(2tXZ>dP% zNWE4;!e;W;Hp<&9n|JhNaoMl-7W5?YjaJrAMklvXNTYAuxZieDmhui4*3v#VHowY5 zFC8zUa8JGMP!nZY+2>>Q()6AB&d2FV>VFsZh9@U|?J&@nc=YUx?S!!Rcq#MqH$8h# zEe!z2R{wan$?F-hH-jeqg8ZbN#LA6(xi*?di;b zlEAAzfERA>dI5um!X|Orb&i)Z9}!3)Ej$zhRzp@ClHrYOu48utn^nI3jlW@(PTe_i zHqjWc3T`jOo59_Jo*(ITLm0@{&n$~fKmi|=mw}8pGq_vOb3ks%l%m(w_H0?vlndr! z7d(F4fZM-fkBsx@S7v@sE&V1gfGbB*A0#=Mn=ve=#%3_=`k?;t3r9x)mq(2qlM^Xm z2HZal{L=n{?A&=afxch`+&{7m?sd*iqs&Quz_=v^tFxx;rAJlsN>LND#X{6^R9wnwj zm8cL>m9``H7V!D}U<3Q~=b+igZB^ohCt$&SHmhS}lS%teE_#1>fhTCaZC>J((T1Lt znQ^7TG5;?M2tgq{($&u`pt$4Ft2qxY;0A;sIgW}?w9@clJA0oRD1mfn2#^~XH&BP< zNM~qrV;!4>^lXhxfVk&hUO-i6SP1l6ZYb?Hh-zSZy9g4( zQ04=>E=)r~GlequsimYBkJoJM=L`mq;r<1L<35K}A>o`;N?|}6ww-N5aOGy)3B1kx zR)L|M?(b-*Wz(6&OP`Ryjmx(^2RhZ!H6nx4A}mzV2`HR4I`hYtsSob-@*lDntBiI%#@1e4s6^@Nk$^_HX=ksN*ufAw=N$}^CezV{?iAofs=s~OLD&~ub_Nv-%j+NXoYS$nFkfMT#FKaYpg$Q|HKuLc)uSyVwg|>JH=rKDfOR@^3+{ zF@297cZv%7nOpOf_nR{`oZhR)$!3k(>7?*)Ut58mQxh^=2YSG)b9vm;#EQYr=FgqV zEU!>rhxI4(o4Uc2o($tF@!mj7U74I<907XCDSYme<&|1=?+>?Oh(@ZRfjnMPUb4VgWLp?Mc84C=cuD!`jh_@}^}7=;DNk*% zxN-Ox@sje6(l43}8*dOUDWBX~%U-<@zoa}&Sq%;AfktFq@K!X@R`$3+&3X_fPfuxEU`BQx1>BYGr6BxS_$5Er8x=}B!Uz;@}Ghq z`L`9Vah0-81R}7U2)^9#HG|0qc{9LOdatm5q$3O(3hEz6ME@JGYRs>`*C!9$f;H($ zA6yM(8M|N3%qkB!V{MHekKoFskg_lC>(2#q;P!U?-qwN^BU+okXzT=W^8;_qSmXv4 z@yHz_?i_dIOe`jV-5>mKusgDZ zFn0gwdVJ;<#R0|T(WeLI-dQYsW);1i0!z^8Hw7pj`HU+OMwl&VGk(x!p2dqYzA5j5}IRz;So4-|oh8KJf`>^>`{mc?e* z0C>+7G?nWy{a^EW@^Zd*I8Fv3uXnXAr&iKjf$%JWpap=>OrulY+X*;?6 zV(g9h(}Za|`SFZ3Lu(ZY({{1#ljrW6VL_O-R}Lq=D{J*9OxwxBN}o)Y855@Mx~uOs z&3bl=Fl{HR2~am5N+L|#Iff1Mc;3VirtQdBw)Lf1nZ#-P{?4y^-ue)x?OQlY;$&)r z3DfrW_WblXLr=oAox`xpIR0knglN0=oq(Bz%5{{ESRrQ~(=tk_(HNV-s#3}r59Qqh z8WkThRzE`D$X#U)-(A^tZz#okc(mvnu?y+Rw$n?qf8EEq|M=`Tl-SQfdP}c%QZ7l9 z8r9G~KR&sE80VTYjzIMlhprg+CIa`mk|NZpe-Z{a@lS~ zGubig8j2raMqQ$=)oIefMM{z8!uYfuvSC7240@B6WS%uF6AS_NaFM;dVur=du=j!> zY$TyJ<2oV!5MTqzkx~3oVmrK#PNE(T0@Y9nGV*bJxq(X=H!r0WfHH@^m`4cMA<($g4wh>I8!F|ZsbPSZF zhu^ey7zKa!8~VFm#{ck!>RRV~0;y+{91mC%qRphJDXpMEUNFYToEuCM!p0VD;4?8M zNI?61Z}teH3k0<3cH} zf5>h59tVMq?Eiel>^$xHC9H4MRSgOSc34Q4esU^4jm4VzStDS#3Da2E-?ZtE?%PW^$-1*jprK^L-$Q$$nPoi5`jrg%o#R8|w0AwHMgX$~@g(anM~8Vi)h3o? z{ixT`(Xm1iy|JrGW7gpXsB9Ep@~4%{(N$eOGwpopP?PL4;jNuNlB_o@6Lm`Gx`QrL z^b}O|tU)m?iX96J_V&dYDFK#?ht^1Re*^_LU+iq1T=s`+2%;yrel%+cCpliu5N(ndeq6D|0D%{PCLbdJLh4Y{dsQ2^9~S1qk)?*fT4fbRE^E) z(C@nM9!v$zyv&uegz-z7!?xUl=N~}nlod}CJaxbWe(Z{ACXzN4w||0DIl{y>wLk(a zr;aa2(oJRq?s@?0$G2967+4Bqvy5+4FYfix-l`)LB)}2Q1pEkR$eGLe%%REPDfEL# zY&35F_5s`HHs=aJJv@Moeq9&_UQ^rSzmxo`R|Q4p-sh3oSqx6tjGZH|q;ae5(>Wfx z4Wi|_)nVq@??EB&Vcrmvr)X4uM_l={K~yIow(!=KL3FF63Hqo(1C{lR8yHBxh%Oe~ zcPQPY4bAu6yC$z}03>#Miur%A1!w(vRj&&ApbBFONmdpQ|8OsdsD}D69>0||XJ1!) zfqVj=_CgPOyrg-??BdsBfp-A{#S;)RV;lm0qv(`za{{M0*g(9b`LwN7n(R%nz-!Hq z9*|2O;*PkzJ1?zCdzc2ieuyE6t{#Jz1HCzWKiQ|1zueCk*P1YtR3`*$w~yFTc}882zRPjRV%wCh>ICCw`p4wCgMbQxCR z<7(0ZzLk!MG~xIRIe=spr7A$Ur1=P+@VPR@GyhsibLx`B$I-qL6Dn!`aim6)Pe=(w z1U^yzx>XmL=ol>gdQK7zcdp2dy?p~1CB4fGJ>P=Lj)sBS2f3j1;Ed`u?cJbs1Ld^B z>JpUudHAKBM<1Y*RXxR>$PdwKuX>}py7#D0)vd*6IQvkq*Qkk3L?*hBXVtue8<|NT z-MmjPsp|Q|Z78B%7UpfyUW9SlyTqm6u)Yc|odE4s zo3o3>assrs?0-Xh$=h&gFQkDJOX@v=LuP7yjo*7*+6&21@6zM~>Zf=o^ofB6ctJ{? zBd%r}3(&M0NVJlwhvh2q<-RGxEQW|DHWOhQ5xP#Z^af8*F?H+C7w^tXofL*tX&U~@ zMeN(q@6kTO&({(XQfGHhw3IT2+9RhH{8k*Me}6Wzan}LVv3(|A?4ScWUFn50Pp>U{ zCHvk;Z8an9mE8UOdiGo)bXwK(h?7cq zJ6zg@Mm_wRIzl`DXGdy@+Ay%SP0y`gKF zw3pPRz3SrxcC0H7D|9??LDxjox*N)VVGV@Jc$&+ zQc61tr5Vq>KKz1mBHL;by)-$i`x&JY+VStwP%ty;E03lX+vuEY$y%* zT7q_euHvr^Lmw{=EG|WJC2CWoxc?0Imp}u+Y zx{z>gwa~@El>-YY4Bisna}YHtEq3FGWys9LW=w2+LH#pZ@}vwb>m6LtbM_vnhx=Eb ziTfP*??%~3@tg#=Fyo1S)YZq88@<(I);lL2{3B2aGJk0^!EqqbwAH(i^IBli0X<~! z%W1UA!fWNIV-kAkw$lXz=3caGL1yH`qCSvcy(o zd-hjuwz^9^w|e{GJM%W(jUk*{Z9(GQ$lP1Vpb_!jU{d+rj>zq13~%tyk!tAqjptTh zn_aOk`l4YADxfgtXRu_{bL_(RzJ3*ZV`%_>WpzVZ0-Q+<|1XXg6~l=*ZTG-6EYZ< zGS^#~)C!a@U6$EcKZT^@s=ja6875M-%4cE6!pq>;FjKXbbPu`(%(y#H{NxYUP(43Wf0G;zGz=`%+7V9 zxzz~a-0BAzXBQ1B{ynrEvvKGeg`Qijd*+d0`6zMPepWJrBHn2CT_b(dP$IY*gW3OG zkN3Ta!S{sWj#9td*X)apJPRsgF zhFR8ge3s?5-c|^?QwVIn4asl+r5@DD? z4k}=|#^bne!o@qY*=uQ;cJTc|kkt%c7WA`Xb++Op?uLUY#_x-OC3J#@%^AEb___Dr zS0{1#Y-t9{$%MTnWX@q0=X!I(EbH6lnK4ABv2lgjFpxLc_xfrTFx}RvcB8lmn8E!+ zv~cgIt=t#yoAW}!?0?9u!loA6)biSXqC9shaPm6jWLW&1S^AV^O$oxPy@f?1G)Ck|8N_I zsD^^y05i8}U|l_D7Ta!o+K!DN+JhsvU#v!tt5~)8vN-}@INssQ7zcuErb6r_1z+!mBAyNz)3Not4<3MMtqD{Y=+5uy@ zf5!OnoNae(MK9Uf0u5MB179x1-e9dxK?=jxc|UtuP&agMoyr7?W}&BdT}cPMaGa!< zF%AUvPi)(6Dp0MewV5&X0T_c+0y5%@`vzBs1X1=ZPX{WnoGgCTh}Wa1#V$)f0{5T} zAR+&?q;WqMzlugTE26hkzp#X!Z2=NW zGh>g1c%bK|7$+#6>p+$FOsj}=Nd3zq)mVg<_Ta{8`ze3v!1ML^v>kfT;~R)q+|D1m zGl7!k_X75K$V`B?4?mZ0JJ>?Jq`BiSXghWvu*fh*nQ8s(lX$R}^sT>=44XCJX+-Qk z!QqGBp~}CK`&mOlzdKI%jWezqAolMV=suPuf%OZL8>jmYlTK8O0bPCnpOWK%a^p)e2;B zM0Y8Q8Z4M(hbq)%Tzjz<*Ed1b^XGCR>$aVp2mRvNRNOg{dg1Mj zyb9%QMUWUmHDa)#FpWj~8kI@H85r$3UnTGBxJ@5Z5p?;YFx>XclItuU4Vy5mF2K`l z?py5VOgHu1mH=O8<531L4~pdSr)2d4cfYabzzZ>iX}{Qj>d`o+Fv7Hd%To%cApd>B zwBPKs*e=Ui?!;-oZ!+(rHXp*YzjDvQF|Mmu3DbT=M{0J~EB^`6{;yfZ4UbpWPz0~V zZU|oZkm9Y-==kJd9wlJjy@D(nm1p6dJej_cIOXi@v{|B0C_tc%nNI&N>vF%LZwSs) zdwJUIz;ueAvrF$QwvK*RNKyu;SBxXh9r*VtxCH zkBIYQi_9R<567X-;m4uY<${j(*dWjW$&t_E%NeO~?IFK#W~ls)X(Y^sg5oqI9Buq0 zcBfl2^?Py|w&cUpG!*%vQd{OiupHJjhzzb~^Q!#VrzVO5V_1%Q@Vkb>Y$C|HqDHVh z2GlQy3zB$G5@vT;Gmy5~x8f)x+VE2c1^7HHCi2%`9IzPxy{$FNrzn@DE*Qc3L zre)#Rs|l8>w=Vc(t^t-B>xuJ;?E~;PynA%W1^8CxlUls>~ z;xdhfqpiTEmhHqU7JS+ck4$dgXF%FA*V-}A3Wz~(EW*X8Az<4_Nv{T2ra$vA;|~NO zkjg<22i!Nvec!^hU`8a6$A&ijNL9g=OMNUmJ79}H(1hD7wq>wkp#F);_&o!o9KNir zt4{;>RZxS)MY!!%KJm#i(hDa1#(IAB>g$g;2X0V%CM9M!o?CV$~#y za~M#AUv*szhDbGJ`@^mL*PSY4$y`oXtqc5WBYPP3|CzVIz-6TD_^rJFK% zTiyEAdl?I9==#fz0TNVTJjHExU#kyL-XuKTbu0@UIWT`<#A!0=OU&^|L*v&dSa%`T z@wy}Wpi?<2WL7u2`}4xpS}A{v4TH_ukcJwk?Zq6PuZ(ht({?q*R5s&hglPMCZhOmQ zVOcJJ;Q9eM-NDwvqVXL)&4SSFPnG zcyVxdm+mv-v_0s&W^2}2J0JmT4DxPVjad7_!-!H z-k{Ux#PjSmdh?grFtANQ_d4Rg^t?GIgiqTsFNyYm%??()1X|^8;A=@JP=vjl2u2$Q znp!!;?Ww?NdWzYp*idj0wtb}Vy_E&`4{9cHc!IMc&=3=SMMD|7-O?_scEpqZghpydUyAGCiN8<$6z4LXm;JM-?%{_YKZ zYj!#Ab6A=fTC_yZgTc1L?mNUvv7U_ALXgk$_wZa@2-aYq(vM_$-1e#y`0b{vr4X(t ze;}l_WSLDqSoV+hw*MB(;;qQ*kF3~+qZvUe|j+jmg}UGYwL%CpURXr+p? zPymf1?sd^?UaNf{-Rjjw4$%LCN(J2Gnaow_TaoC6v<<@i+?#PqsG zPc%h>BhV{~*n2Q&C`beAzIVC=N{^Kiu4Il~9dy6wAK|`HI}I)`3JqYafQ|*K zF)s`IecDmC^FSFe$cYehbHJ};4$12d@x1{@2c{hFkV^o{aKv62KVtvIN?85f+IY|i zN9-H%Blhg&-dehw^BC6k{H&p%`$lCAegovkL?*4|%?Dp0HyHVhzbfG2RRPU;@(+Ot z^n-|z9qw}wlzrrtJO>4ykXwqlU;8Z$wcdPad1U$yP$&CQ@Jg@?*t2B4?QIihU=w2+IIO3u{g$WxJKGWnJNLl}okM!Ld9inUIvG`BdJyc+c?8JBmrWwg zO#rp09c0Hgw4t~2+Rr>njz-&5B!b>1HlZRj?OR&Yo&Pco1(_1#w0+I-wCE>KiPQFs zs0XcW6QJ!*seL=MCP3TY#2a{@m_Tm(!QZ6qu;xw??veVY3B>+*+Ag}RL*~StPQtWZ zeEQ58@8X3C)Aj_mHTG_7W)q|Bw3`aq)U>}Cvo4_XefOedhlfZ6B?&+->sE zWJ0w4;e6x%5A~{Onrm~1CzB(Z(|k^v^|LM79`Sb4ETs0kM*23ket37^{zee4{N&hx zoTX^UGoR&r_tt|>u>Q0#jiw7JtFm}-3#O~SOjxZ{wetCsV&)zH*~WZcHJq4+n>Bp*EJ zx2+#il?cDhZ`n{6BBkbyYF1I!y^iaaq83of-gE_2Yf~v8TuYNq+lw?JmFfGJ-+ekb zcWg-oh2KH>0G+;{Jgjd=&#~X1tExYBb0fvswqvrNb}J>rJg$LWLES*|@e?{#U$MP* z;ViQ{%4Hs@<+-%Kr|wS8rBnJpo3{UNE2*2zTR2U0AehLmz?FwyrUTii&xv=sf^jRU zWAg*;*tjGwAFQywyFo%YieZiOZ$*x2KLQV&-&qNGXj=F=7VQAQ3tb3;Y-8~9ASaOj zHBSau><}HN@FEx(LUA@E89!czHAD0|m%e{hPM_%}2={H`9gUGUowZwDFLwFtQ*{n`7L~ehM!$8k( zJhz;(Rng}0vq0S3awyK^?r69fAnT_VywcM9m)~sn?4LE)&v6*+xzL_PqpbcEAlNbX zM#?XcaBg{XuCdo~Ry!~V$8Rd}<2T_7O+zZQIMZ`D4pV&nw`_<`TeGAiHZox8(H-2? z{QJ@Uh2ihG*_F|qby;ODE={O`*x?l)R`!7I8n)y0AF|Q*x5uY0?ra5S=GSi>sp&&S z7TwAD5NiW=lqKu+L^T5@lN$ME$1k9V;<8xUm6;@GZM9V5(Iud4`^Yql z;<@GS%Am)?Wum#|BMhtbF^z`J>Cl_6oRJ#~X5Z=GC%ESCq1{mb#w)qU8+uzxP>IuS zlOQXZeYV6ax$_ST$z_XAtdjdA*+pW9T@+B(7&+$7xzkVsWwR?cw)3OxHF|+#q0MM` zi&0XC@sHec7Sc@5mAigTyG`$J=RA943vGWB)%Qi(AA#QUcqCiy@gMGG5Y-US6K|9r z3I#cZt%-IV__Q0+EF7_A?ZE70w#q=zX&@$u+10coR~|zJFG!AsY4d&Hc-G*g;N{a` z4J1cikcaD^Vy*l<2jY1rc2{hZ40KL|)lhrL@3zNmgS#FEvidoMD$2mS=*Y+_RSHnU zCTIGE$HkJc`;OTp@agH#o`Dr7&b_{+6bF>Bj?$0ReYp3fo$I>H73naBm2i0Xh4iSV zsgPvMkjsv-KdfJn382e;u*Q?zx(5!$-cMP>3{NXkP(cErq1kmoY*&&MqB(G^?7L%b^TrUTbqef3zP0E)z zwDbYzUC;!rYayHc*Yz-B`}Hb8v234^@1d>DM;rsXRhh5fGUyTK!(836EC4TjZ zBzDAsRU!?zz$26Y2tynKvkhopQ?OV6Aa!48?+(es2_PMoYc#|i(b(5v$VvMQSMKG8 zk6NoE?}Ak92k6HT!|!nj>;-|1@0nh`ph0vv`P7|25cv-|1BUf5&}n{wuyrIhh4N+L zD+53{bOO;ez`f4I+_k0e70n2*Gij~%o}$6(5B%Zw`1Kjq^kSNn_BAn;v+n@%;Pe!o z9`%3O8)J-j{mz?S5-fZJN>N z$tx0lKjnXCJ4P<=hIp#m!Mdl<0w3N;MH6nYJ=v<5j=tpC7xmg=01b0pR_pSp74_45 z(PdA02@bMw@4oN*30!;|nY+64!ym4ph}tliw?i8N|1#QNgJJY{OVr9*d|8Q$-IhNRnHFIHFJ0Z01FMv_%E^u4`;x`!oGT5bHdv%HbzV z&@x4Hi2#}PU{Y!1dkSq|Y)u7Gsr9l$pm#*?=8=?TsA8dFLSb?jdPzA>rs%KVH=8-? z%i*M|aKf~A@)4gPwH0TH)80v?rbjC`5vIN5hWp5ZJHmu%FNxHz;(u12Fzsz^@GbV> zA`_;)mBSw--R~L@roGC6=DKzAu7qiCJBx9}ys2S?X>VV>{}K0Tw+Pc-A*svaYldP8 z(_a3i#}-?3IT5D48SB;tNIdc&OnWo9-r3ii+Y_d}x_R5SuZs&(p1?IE(oyQfYsyXXqHvDe<38 zdx?5k*j!4Rqbn20V5?SaBPO zjSC%V>IeY3tG-zY&q#bcoS3X!1uwF5${GZM)a#l^6t~pxc5_4H&#E z=sB3}i75wxmu|X9cu_$V+@9`v1}_V)n80h6Arpn`C?e`4ox?`QlDnazIeB|reapNKTB+{& z`as`TAQb(u^$VwQb}_ni=)$qj32)GjrKFO9)gj=Fjo7er3bkaKXzs!~cGO*kd zd^x@CsqI@=CxQPg(*4in>}7}p{Ua~uf&uFEp>byViF4o>)B%L5i95n)58aIxy<`Lo zVL39s+_$e6F}%T;SB9}G=s8rK1}BPq}=K_FxbQwEeUBw?f=*}(L1KQr2Pf=h zy&hcsxnfirxNY(=T69<$RXNm5Dqf+0y1E8!mU3%Ev-gQPL>+4df^PzOI9YF_4fRv? z9F%&|Pp1NTR;rEBRuB}vsTU=KO}Rtc@@l4$I`$;Jpt9HizJmTkxtaAK>8y@_E`t8y zHVn}?40NN%Y4bFv&6f=dh|}ilPmfGKSxJaCkLOkkO%9nZ>Peh7KU}@$c*Pvzxz!<( zJI>jNOfa`P!x)z(K`+WUZQhDXna4~2J+v7{M)XSNi~28s=y$|vvz(V@@(N&2xRQBl zd+a{{h>2A)U-T%9>#4W`s=99d+IebB=o;zcE|HPE=;00WE(sz}&;>iM>^nR3WA*(N zRlOX2&0o{zV3miPcDaiIW%Z2YJHqc#?XlA4HJd8_a2tZCmjhXm%G)*flSrB+-AfUC z+6=u3{NnEQz+36l5i`wDFb7_P>GEG$(s*w5-d&p;1XM$TD$J5Z@L7_mf*5PsR}aFu z)x(dDt6$%h4;rCRGeY)dupyu~fjm~z3{Kv$KfiEM2tcvPmVRtJhCAo!+T0I0ILn@4 zg&v;wz?F2u_JVQ%$bj2Jjxl&S(DO5U@lKU=U(~U8%8f#B29~30F?czcS4aCAIrVKR za3mMI2n|sPUnglSx@0bk-&0u7UxN>mwpu!_7N$H!Mfm|65*8@Cz=FdMkM}uQNv>YE%t1;+w&~ z<@yG6!{7`nzb905!Ir|^eVjRfJ$b`n`Q!J|QOUUrWh_6Tqh_xph3%TrLvE9%3NR%D zvR--8=9$ldMz7C2m(edE`7ryzb>tCL?~cB}jSF{yAh2jq>u3S#uC-nlqXYgj4Fy@X zeYHy>LB%BZ*_&SC({3mnF`irPe`Wu)%mW_aK3uW;K4T?w=#3&bT5*w#wk=yMm+TJ0 zVY%>h+>ztU&imPh*&TGlIlbNZIlThO_2*Yk_5pf1L+AtZ>d9xQ>gM~E znNdXy@f$o%bG~RWckY~2!ZbK#u|t{L(# zS2C|*tYnU90($?b!LLC0qw;kpR@?{vbLpS_=bwKH?sH%*(w>=9k_2AN!GvhX7x?dBp(yLpps{pY2(5T@PPT0?wQUj+!$ z?%Aspi>414Optant~nF7(-prRZJhBX8R8b)oAk5~eu*^|ZStg58pJRw!ZGo$)e|Q~Hw` zVcM;`;MC*6xOIeSH&yKUxj5%#glTtUr*_Azr80zRH;K2sJMQCo!nB)TZq1{MOh*XQ zZt8=EgO8Uw5vJX`yNH7+N3Da)nmJ@dtbVU=U-HFQgllGL@6Q_S3Y z7RAl{c~&NkO7q$ws&v}@{^C>b-u@EGoseKar``KV4x8xvfVc0F&&w8Wpp;6-FB)0U zL@6_pwR}YToCp0phfcK*iYzF-Vpv0|&lkRk(*8ccA*w;ALZYaN)J1hlb?s_xkvG(B9e|d0GpG)i3>4!S#bYqB02!&etbwZcM$M{`iJbok5`Fx zU3Q&s?n#&i53wm8TRk%f_`vNc{m5;`t{<`~IHuQBfj9R#sdHMX3>D9RW=|N^r}bYK zRjmSF-;0+Yr`3{M4c|`$zjmD=(e zKa_TZ?A7bs#TZ;b{5ctvt0zM^+ZULNQuG`~LPoQg*A-?|lN^A>duz7{88)C{Dx+o@*L)PTbzPcOM}CX$s* zwBHiiPQXVkPRXnK#DXs*>64s%g+S)w$m$smO(4~!%%+9~AqkYFKKBulMXO%UZ|~kf zMKygx_i4!Y{o!#SqAUw~U}8w^C*XMHjQiw|=Ww$gus4Jz-`FI^MOv$|M&z>eaS$x} z;}^*lg$(O)AUQF>&P7_@tu$%>dm|78$ssg3y!eXL;$v?w3mX9+kss|LO89agOC91O zjL!iU=+#EZX1MLqTd6$iiMuN=_J+~EPTrbQ1D2%QhqBHL25oTM;%XxF#u8AnXDH>iX=PV&Ni4!6W#iMd7J0cZblo!Y;Q%fPgo`LcM@ z<_bB${?;zTDNGiPVkgIP-`Ighvh1(uYq3E6x(|{nbK23?(nQgi#z~~Qn$4?QKG*|O z0a5=K@(;je_NFxbDIFjwD$VQlm40AtdZ^B9fjXMHc7aIX%O}8`@w|cQc>6W?wg?0-pTDai= zDh8g1y|}w)$|zW{I}w4+PnYJC`8THOYos7AjsDZPa<90=M|aQ8 z0Wi8kkj)HU4!kl9K{k@8yLjiXNIO7$&8u$ojCr*PVJ`=}Pq3*&U%~cYSW@MuLNk)b z6oIK8w2JO0pj8J*YB2-t#(tl6q*Wk4Kw6@>PEx-x6zIWnN%&rzX~M;*;OtPK1Is1g z%O!rzVB=rx2A~;=b}1YTED17A8kaX!0sbvaAHFtSAYL!ITl|P~&}zcZuW$Vg&Bu~v z4Bpu9csblDjx)S!6i}thDur&kdEnZd&>dW|CBRK=bxx@90D3_*+vwTXZt!5WwOfT< zH99J_XrJE2K~%Ws{xr2C{b;;hfXC)274*q)?ZSgLyHSdjZPU=Ho9N`Rs$F}&d;(o; ziwdPipP&Qmw!C{5zDG~wF}Kt<4gO_u7-)ouv8Z=|1!p(Be3ge!yCH9dRBkOpDpk{v znH&`htl^QG%@~KltY+G9tSp))OwtIFZ?;N~1(k5T!3ckZ*DsGw3A3ZsUxDSO`WTh7peEbx;$x z)_(~NVeoQ()=*G91z}bQ1C)qmj+Kv!7%E@=9EX9P1C_aCDXITKG}{txD&h4w$jJ-K zHz<(^_fM*S)bQ|!hYXq<^AfR{6M7CIYr>m>>oOhz1MVc^*ZH64_Or&vdk!Zjo1fTo z<`%ES*Hmca`r`D`(TTXP)~{6R_+8M$jO;& zH>9Af)kpW-DjGv;KibI}u{NRnbKF0F)_DR*t88uBpEdz&W5xC(tEZFRyJsI@pV^)`lE-XER^7Yb88#?Vi?b$I*&+*>=?rp9yVE>AOiv_W^rgxoCX3+p)(aZCVQ$yb#Qm z!)y|4&Zb?Ju9@;wVmO>pzxUS%OSjAnP_cPQsAa%6js(<_gFb%rV2#-5M90=+ksmbgy;BTCD&5D-$ydJ(z zvLbH(xEsY|j++$|uAh8Z_q~GI#|Va8>z}~H#Iy%wwo6`xBk#?8zEHJC9?KM`^r z_d3(8y7uo^P6AKh`^kZyV^0c|`6O0L1(To~jc}2F$*$ns?#YkuUVZyzKX57FV!yX+ z3))B)SU5Ca6Ig!K@>ZK10aO-QIooM|1bN3RUunM!N3DF)e5Y7-0#Sv>>nr-2Q74Id zwJRZB;4t5!Y)V`Sur1&HRMU=&gbv(NzRO#SzOMc%u%gQj7;hh>x((%`uewgSnA|S< zOK3M1X@*9sazDaFO4zR!xzrY)cGCyOfBuO@Qa*v_X(igXIZ42M1@hF&ZXEDSre%4U%3*Pau z1q|;q*dn_*0Q_U&DS0pMb@Ha}?I};c3AR8TN042(atGJ&+gwlZVu*KOaUjgAgPtFG zi1z$a1TzjNL$BgQ&?lfIQ~*&z_dGHCMkA7whY)NKe#4HPX)co z-h{}p>_q!*bd&mZ+RzRKicW37M?krz_ip8(C{(1Sa=F8BEh@SF`N=!;2T`@13fb=* zF9Bcvq+ai_uOK%)iQEu$5!~ftO{4Tzg4c0E_x#G={oytY(KrnBCXCbW*HNdO-{ld{ z?LOV1v7b~Jy*|^OIPES-y|?V+EaJJ{d}QO(c8L?r?IsHnrrr0~O3aS< zi*vhGU$vLK?j%mTU*CGQozvWbaBjC+Q0Z5S|HN{;`_<|Vub-DkubJoCd~N8USe?$( z8QaK(T5WQ*@oRX5W;lrJJV)MtkIzu6TeWU&|8;Knkx8d}MOdZ4>4jxk%zNLXlb3x| z7+zlahuaWDX*V`^(&hxQvPeVF+o(|`@*1CZ!`A15=N~}U^y>#Y%GJPmerz_P9k)># zYzWMDp`9g3DyM^;ZRLe8DXPE(k|S@T;?8-ezODju&#QoakQ^e6FK33Fu{L?<3>MKY z;Kx4+29^X(ZPe#}=Afo$iTw)gaKa;6ce=jSlXXWJ))4<*1Up9Z=Q$mlsxjLEi=@)} zLJb-k1ifOM7G+YIfQ|Ds#IjVQ_o0(G0X3I<36-(+9xPiMU-lMO#CRh4AU^M&M^o z##`>}y?weAsKGZ>*8=xCo7}VgPOPVbYS^pt`@P*zy42Z@uCS3sc@Zvlu|-yBmTSst z@iW%wOsRrw!CP<96^j=y3|TyYGJpAEBF^;)G_9S~?ws5YrUq`IUSu6b1A2}vX;QQW zp|4H|Ts1z1QjB%e`A;^X)91hX{L0!8tjgUi)_yJwq{W%cSkd_!#PekYO(TWDx zu3#@Lw>JxSkU6gj0Kf<*8?4f9j z>J!JeUE_o1mTM@34FjF!IFs`UP>;OHQ8N%FOuI?0(?S(Y`3Tc)66b*m!CDEzv|IVm z*-Zr}&urU=xjFQXM13*2+)u#4 z>@pGB&EL`y1;}p-bEhtM+9n1+2VMN9l*nyIc+DaYbhP(cY`*?y`VUPOk?_f)oowJV78;UR|>L#~>)=DK#mEHLJ zRzuc3SvIW!d^pThU~nl2xUYe9S26y+PY2LVODPmd<3k?w}x9>Bs_F?|XmXiy3f(+9MYg zeScN4kS){=v)0HrK)XgImF;;5Lue9vwK3HUg`_zG*u+3+`61V%=N|w)sCx(*zq~=f zysh_v_;tdYO?vw%4lY)E1eU|?AuUfd%e0*$4+vrB@g!@zu647=E)vJiX{+yi_6Q-K zWc~Jj(54%a6HKy3cyY@xV49ycpvOy!Gby-l?pgKsBw1sck=8%=tDQ4RtW#eaET9m_ z&I*V9PuD0~Fu*-L{lIX+d@>YPb`QI8do4jLzFBpZ}<3GhTJbHWBHsrWaSHhC3FHIYcoI{Ow-f8R_Syr1Ef4jV4lVq&ycEz_r_w)V7BqMzxx25 z9I0)Y_t#2Gh9!iUjf-J%=sNpeU#$YhBiAiXDHZ@Ttl{ya7VdL+aY2to_eCI>{SUcy zxN@0Ff~oG#ML-9ZBdh;XBf(JTzM}q(gU`34ng?%Wo($QK2EABzo1Fzg3xu5B&l2=U zsSVD-iy~iwcmb>Q!`=5#g)yyM?nMYyC5$tA&!cA4{R3sm*po!?JfZ2hOyM)Y^8D<4 zzeRoM)ReHK>p35R=+LBfFVL;|%QO^Zi;O2(-+QQJuWO2r zogvM}KVMCrR6R%fEk%uZlJz}f{fGGuvEU7?p-$s#D3*<;+Ln^UldNrd=gbP9b{|y3 zBTn}OgNDN1ly6_-CVjd7@_1F~b?~#bjrS&E%@BQqW3JOSg^G6pp4bo2k0dhF)wca`um<)FOz4`Gi+>dV{{kOgwTi^ zPnJHpQ@F)v0?E?5XMLP)IDrkcr*+v26vf{LY?#|fAGx|@+`07I0GA?MQatoXW7!_Z z2Ey1m@7|VA9d6u&vGcB0CQfqbfeB*g5W?7bENHjwyD^P_4Ldt-SX5iM;=qKkGY{K6 zAqul9y7l~`Q<5x>=!g8*DrwAiC|NzuoOQv|@7~q7XN@3FpKYj%9$A3S&Wg+J-6{rD z64)~nY1lbT`B>}iXZ;}NwA|q0g^SUbsKuh00bS_rwnImo;iy z62{KtoyC13Y3B)JXCaTyFPzux2xDjEO3|$QlBWn`=a`a=RpB$QPY64E%|}?&Bpy;0 zCf08^-knL|n!jY)s@=&H?v&833>qH3d^2P<9Xk(sI)ZW%mX30I_uG&;jk!*X*N#8j8Q~Az3I+o^o_PRSYw1U#~v3?sJJ0HtfEKC3V z&(=`CYr|j>O~~4&Ekxfyat+uMd0c`xb`CBT-QKt<7}!B^AaX8a90<~gf8XPuqy;4kX*EfbBHGAyMhQhC?J5${LPRLkShBQ;vXtypqOxX*<~5cQsYppe z%95o*ltlHL@qWMRe%|xx{p#iWczk|6djHY9&CHqmy03d*=bm$(_naHfXGI=6A3Wdq zVB{h4*m=`r$x#vG$zx}~cPj2$t?|%}n(1=H*tvqAi)-c-^4QtEVaCQZg&^37FR1KS z=KAkm)<3-__NS}ePt$1f4~~mj>>$m~@Mh5N{kIfG#Pp*^^|!It{rNnX6-XC7{8@WM z-r3LOe&+R{k>d2vZ52;@*TVXzlXSv!44|h-WRKCv9dN&(YnPyP2*$^EurD~c1UxoO zayfk`1RJ2HH9vZsj-9BMu$3}s#U?mDZRk7r7;D&d8s-8+W zSR4+OS+Cmto5x{(RYM@&4Sv%HOM3TO&R8j(=|sqqkT}d>N$Ezs!w5@yqfee+ zXcJt_S}tD6n+Ey#=&)aDmW1Az=iEypR_kPtKEkXlcGWa->S<6y+oP=h*OK1JTE*DB z-e57e?m(D@xV@A>;!V!-+lF@^Z3%z~-2G*@>vV>&e<7J0?WP&Uf;W1d^(H@!+@czy zM!@{UJZ@D8nz<^cTxA7j7B*RS)_YCNKkM8)$JpbT#r>Ag`vY6Bwa`04*OWr*m{hl^ zZ;u-&EV^mQh`s@{#lNicUG*Lod>SbbHm(QL_jb6hJ9-yZ_w~u;rIX5G(cB$-1U>!~ z8v@r5$N&u{IoG|n=w5S!$*huk}K??T+z*+jo(9u;nj|D+B(zk>bsQOU5 zaZyel=>v$ao)ou!Tgc=%SeVF4^*_8Ze9N&D9Hpdjjfp?;h&RM^fiBp!<%ZmAhCfIn z{i6sIZ>BYMpQJcS$RA$JLGDXOA)!VxYaVUgaxe>Yeu%OBh_&Cn4BUo8Y!4e5p=QXj zdiZ8kOdjyz9bwDQ3*(^8$j|BvkIe$LPp^ynLki&{@&P5vjPN@5jB?Q4Sej0n;?~H` ze0i9wkb{lk_Z^>KNdNr(p&3MOXdbLm%7b0_fU&Rl9C50nyGW48*V#8oU+1*Tl8^Ic z^I#p?p8oltY9y59T#%hQHq=E0E3TOR$aeT1tV2G4YflyibuqcJDXxvMVSmkrlP7zz z+bMbmX{|Qcjj>7nuZHDgYgJ~x-YM3Ii7U)rpXlrl*;9*?sbV)lI9f`@Li-)Ibs(~S zvBWDFJ?G>?u|r3oXtW!B7nM6k{NxYZ$?U8-7z6yM z#u!B`7n4-6Gkers7(gzQLf_9pn~{&pGERSk`jWd3Rz$jSXf`5^$l4dXC`p4#dOr+h zcHs@r{rVhocwWqZ(@?{AHiPtqOyO7inBasAET#TDhlWDNfzl~?42nVzhxZreLK4z( zO1(LuhMM|foq}h40cqOYS^9$4^~p`bBxk&ztjl6PS#=*aNH-UjdNZLI^{OO@ld2Um z8pMVh6hSuHKdJ>`{~oRlK9^R<00Fc;THr5fsGh@P4jSLrhGo~{oR%-P0p*F$&Ndvg z28W$bL_FFr!q}i#ap##8aP?}r4%g8}xO6xBXsZdLwq~8+?(t8Yesc{)HV%VK zb@#(jx+9ITBvm|z+-$Qrp5NWeNY1+JCn495dq4obW+N|3C;kBNWRT8Nz-P^iFrY%)I~_sW-9mQqZ*M5Nz>+YK@r1)mG_aR%~3|z zmyVFsCrz6>jV38>o8d&7HV2y6IoB@sCrz8_!$0O{UGgPOoA0(P(>yMAo-}RNA9>iq zFU^58Z5~L`4SwiDCrz8{mE9*?SiOfdZKk{VjtzA49TII`x3r^pr^ao@hDE88c2b#) z>>ck%9*Rq0ycJ!>VAJMPCli|3$?Os+Ex6Z$+)wI@saa5Sb&U;UQY2U+6rPe!yk{Bj)<5qH?q%VTX~f&5vJW6174-U5 zD1RhaAnno9h}+|{y4N(iIUMScz15Wc#BzrAvyQDQX8v;I7EN*~8>% zBNKKumS{ufYEh1#xNW{Jt%trM}Q05|N`n zB$n$n(B3e0M-j)9hHEVRiNhm?tlrS(d1t`HNsmWvtBWIDT>eYgNR8{(jPDxfue&2a zs1Zgx>FXE0*uhc$5`RK*jfLD#fgslS9aFrg=lZxvQq!xDywR{0#UKvYOz$tP|QFHei zOvF*nC9Z2FCh0y>?6^!lma}kawohIQD88usG)pTN!%q3kyw+F`FR|(;XvgEPkwcKmD&r(2VxFw$sm*p6pVU}aH{vJJw4wvmF29ucV>J4`;eIU=m(Tf_zOxy_?z zC+7vm4>7m7UXO4;3T{iVpQx<71bE`p)NCX5=g?+cgRrNz{OBr}Q6Fh>IDp&)8<>dKZ|NinS{ZjMy0Q-x-g$Byen(WO8+n$1|9KenIaDRE5Pgi5Rz4PDAerm1;^RAT4dQUIh-~O@&wW5blrx<2klo!Df^H-Y(tp8g~C`X^o6!c~|a(F}d5{%n0=+BN;OozLlE0S^_F<>0-hOoad zJ&wbMK~@IZ(zmrRqP}Krk$*Ozx06C&PI#TSM!RfpW!@&ezlU~WOQn^eEr(Z%&qv&b zLHbwrc54O*%;cBVzEqVW zIBOcrbD`rhoE9u^NY474`NUJVShofjXYLeJOUAG**p?z^%HXU=W+Y-$bPX?TXpJtLNL*?Xr;TC5mE z(V0q7wj6;sd3$YwHz;9u3m9%%(DNy0-(Q=o=8^j+JTtnfn ztnMVwe)J69Dk!OyKgj@Bw4}BxXGv{DLq*NK(g2Q5Tsjjf)4&MTY#DKc<3N!*d`0|v z8W^B*F~o9FN~6}~T~7s6j6#w4w+d3UuJPS)Jydk_>~Yy3j;k{EIBFyiUT6NAjjzq` zW`ZL+?#yk3a+e>kPSEYmf<)v-Q#M@rB@N}kZ#n<)PEE*oZ*|9Wf*WM1O=wp+as&(m z-R9oPc?|Q``#I={e!vPPk{aG@DTCb~XB8gQ9)Q&jMW%AHVzjp^d9iLiN3nLk)a?r$ zec%?=f0AEU25fVks-83RGkC6xh#B7zf?4tF`8HKFV|p1!4yLLV{N|BbvT-2Xc3=(M zAZ^~O+$nZBlbALm1I^@HOQBWo3z#r(2(4uo9i;DOcG+i&h3f6d^3 zMz?3=J><*oSpCa%8;t`kIIe3g-eQOa&NWL@koLmT`2tTfBs?(rX#LT=g=PPs+npFb zSMXQyXY_utNkW*c;@hT*9dlt?_Lt8_ESl{ZSh;z}y)M`oW!to3*(B_)`kDIIXWB6{ zndet6|9INnyjopRV}T!O+FiqQ^69~`#-wRCHL?D_>SQtUv|Cad7!u=2({74|(Dc=O za-?auQ*Maxqk0R{w7WCXJHOOz6=~YdbT8(Wc0Nd&c2_x1u9jq+AWge%vPLdjB;!S% zc89tInC=N8O}nYzCP=-Gwj)iusRQp0B-^@>r`;G;L9BTfY1$oSWGQIO?KLFY?R|7g zg~HAP#&knoS)(WE425GwD;jK*7-6UTeA%=+>3-j7Htn{%oA#o_oyllOU$cx&yQLp* z8p)>J+zIC@c>HA-K7^hec#B*JCCZA!%R{`;>|9M z)nhhSZ~2-JOHetA4xyZbuB~deULLrjauEa1QG& zYmAQzO~xW4O8PIl^nm55V%das4Orpy^6G~>qG0*RIg5;T7h|hFe9?}1^SjgjUu9{y zra)#ulwnr`lsaaH>G2ZNel!fgwc!EeF7XK;H#$XaJrZiACvZl}5qDlLw@a8N9q-je zjc`{>N8?H9#PKAJ0-bd-VYX@ss9XZE9Cg~1O>3XEs^MPGUlUJ)Lqp;BhxIul7-Qh#-eBd+%|`i|yyFQ^lEljN%o!df?q6O#0>VK+=$1b3P=fKi<9_d+=H|-7B*lYu3AJ9puuESxr2gTxNd=G!8$T z_|-swCfZ|Okh#vof5Jsv{Vzjo+w!4BG{!? z`A(vx_l5v=uY^)j6p)SO@nly7%KXUf4qH;2DCYfh+AjUPqWoi@1lAB56`JRA>rE03^L69O!EdGM2@0CEH`e&3hm7G`C#;;IaW^IhJUjm zsF|4wknH_-pUYk*Y(!Or4eV{S-L$z4w}ZG!Jx<4=8fs99|Bh$!rc?PJ(Y{TvsmC7jvx5MBd6qh0NQ*%L@Uw zHU7F>Ny71y(!2WMr3q){a@=IXSt9<*`rW~UwihocNsraf17);-Z^8)MvsS4akluR} z8qo2RJ3=TYcj%6#VnRM_LX0PhNzgB`ES2+jzGQkYz;3BArg%A9V6hCYL(kqCV%c$H zhZ~P#Vzqq&lGk6>!P2!{=X)R#%dDjfa?QLLqwUBHpg34YWABPr z1n=f2rtQd#q_t|*0KFQtOZ?NJ84Wlz=W@hh5Ei8W`D_amyIx4!)}I6zVy;sLh$|V{ zX1`V(vH3E{pmOQ{gfs54=edDctJ@qEx^az*Pkf|*$un2iKyTY?{cYB)Dn=-#pPfb6 z9_pUw?Xt3+Q0i64&hWqFIO7|?`b42iKHIA!qU}oz zTE-sIC?`$ZL&QwWORflzrtJgka^gF5w1-C9>9;s4lHnQ&Upeu=+4qqh@8eI*+TswQ zOPaP{JRE%Z$bADfPgLW360a~>@)MU0T$fR65x_^1_1cpBOE%O%{6VKv#fI1_Mpyp_ z)`8jPZe{14SqEjGwbcu~F7@M}?7x1QleQnNImM?udptJB<*W4}TWOHm($OQuqUoCs zh%`QO?t;74Iqhv@CSvb|;nFVF!P&k|axo3oe;Ug|X8^mBIc1T)oc8GBq-pymzcUL} zYqyZ0?VUEP1GG)BvI&OalgZQe*W32wt{=1EN-SoHSffd_>w8Bf;nAWhquT*W7|HO`Qx?ey$JX&+o{Nz-o}37?IusQ1|5pnNt(7hg^$Y;edRtR+CD>}M(27&9^<4^Z`MioR7Ru7(kgDlM21nj ztO1+0`-sb~X4CdIZq<>~#xoeJqoyxoQ}r{o^Cp^m-DMc8HhaWAcsuZNW*=Mb&!X+fgJYw*C>7-S%cugMBM7rT z5IMQ3{RxmaM{$CN&^f>mJWPL4_-|gG3HRpLFyT?IfFy4q(4>$@kxCp-vKKNt?S47{ z4$b}{N6#hB`WWMIc>IU*JRs6gD8*isdJX!$dGfMz!_~X*^xs-;a(~0E_BX`jDcu_1A>!#lc5OtfHF0b!^=Z#L4oARX3){v zr!KYqB5XswX8Qob{*AAZon%sw2!e>Jr1gM9HtXnXo62-~AjV(Q1TY)e#(LK#gcXS{F|Lv~>nSfGN6Cw|F>(kK<3 z`ndsOZ?(TM?KlVDoql#l=xYdPcz&;6_kd6kC?XxFP;?39R=sI)m=$}5BYyQyFAuSS z>3mNc;NH&FS$q#Jz(@Rx>~`O9=GG(qD=VGR1o8um-`!HV2vqz=u;u9I2(RCmFOTW}NUHj+6KB{@`97`!fFiPwv9e0eEMTUb4&D1}agFk?co!ofmfr zNV)B@0a^Ul24A%Z<)*I;k&)!Lfq1k%+NodCPz{YbW_PO9!0Y_RN45Dn*t_Q!@A6bH z$21RS*z?#nW05Oe1P%^-1pD5}vx8*fFo#2pg?16JJho#kMB6K3;mF16w+(?q0t^&2Mf){px-o zd_o~JbuhR7$Q$#Fgk21^)vhi;0rRzXLK46)BglizhUz2z7XHC-Vr*2B= zhq!q$9H+D3rU`C)A{w54R3aOWUKR<0UHNbdz0Rl|99|acMY59bX;j{6({r8uIBX`O zCzjIeQXKkp9ceF8pn11$!y{XcbFKbq!yx^uuUnD>26S)wE~9+#Li@)g&XK1*E)pJ9 zZ9}^L(V~LBCeg|H;EA?J|M}@NC`)^BD3p(CG#7jN>XGpIE32{2j5$v6BNk$>FMoYh zljjYK)TMHJC%?loyedLJw=%G#4{pO0KXWl}jOvzil5fD4pXWNu8=3_7rmd|KZLEfO zd-rHnx(nJd zoXe{A^xw>Kg9j+%c#uq}G3G6^4@(&x2Ro3dPw@=k&``JrVBMGG(YBLm^RAE6gVIut zN>+qV@ZU2VxnJye2(Qz$@L^;JHIGBH{Zm8z{qyV>leYD&*}3nznN(sLtU-5OtjXoj zP)PqwK8Q8JnX9))-!s1s`e^Y*{S3nE^!8TG8f$+I>e2D5Cmuh~Z+9m-#pi(y(g6x( zD@Pm%nJ-aQntgEibBN?rN8rE)?K%rwEyAy?;alRI=W9rv0u-JsC{EH6tufW};1_sC&2kYp_LaCTkQ zcL!dHex|vyTAX&GcFm^kR*qQFI!)@!DP~~NtNtoA?HXWb&h$Q<@(Mfg-0njVJq8Qq zIo)se?Ikw$(Hospb7TK7FAMj!SQBNC_Fodxql*0t?Z@3=WWeMmEWQuAVgJyCrK0XnVnL2ph_$gy2ZqXr}H_l_3CAM)0=Z*XPWS0Q0;c+huc>o4;-5caa>Sytm zanN@>(vNE#L~bzGok{1SCiU@?rtf17KTX?lBVy9Id3b&8&{F0@7nDR>pB{LM(zM+&U1g0s&`HyFo4CU-w9QVFrtP%059vo*_K~LTk28`AHAEdq)Ar7e1dsev zJ4n;^MZ+p}xK-SSMBBqx)qJ@wz+`j|i0^UCN@kS5&lB1e9?vizb#oq@wja&=#>1xT z*V0o2uBzoQIySc_u>bZx(-F-+2mHi*EzfDe_ZioYy$mWp^@y>2iCzi&T<~kfa{|~@ z{rSs{B9qMSFczDu?qt(;5kW_*-=DVsY9)7k4aL_e){;b>-V;XqIzdg){2noFN93Yr z_XN^futc>dcOt+OsUS|t=Zpif*S^31qgEZaqS;uT){`uVfTM^U9V3qCtiE;o#>?CY za6#lK3}U%WQ=Kn%*!ywBA8=a^w@Gjtigm5^d}58@Bw@QXkLJR`zzA(Lq046zYBrLN zli)WAv29py{n)XH+f4X%vp#gvT6+mhT;!CMqUfaK9Y1T2uz!CG{_{G2w&xhF(HSmOgyXCt^2g*&o{K{q>g?1DM0Td2uyCNJKy#IJ7d22Xt7Bb zcG_-IR#3=CtYpGHQG<0);g&8he`@o4;E`(_e`r?U9~P-aX5wHa_s<4>Y=!`=d*z$ZY|Q&q`IGn2ub?x%)#mQOPAtXKLDiwp2?DhA+br~JVe-uLr3%r# z@KG~+$~={RkT~^VSjJID&^+EAmpv*E+~(QlNnYa`jM4nLmE12b{^YPClss*AjHPHx zTqi}FqcHC#xMnEtKGudjZ5I1x@JT$Bd?k14u_;#CRzs}he$s|?CHK~Y%e87m{~X$k z+ny|qF?eoxv1Vygco2EooF*vcA5l#{xBSce4VBBnhn8EOxH$jLv_qO$sm1!mPItbl zdCZEMtrx(HDdTAv;MU^Ovq#@86uOc^{kTuLpu{+1WS4H^7xtq#7>))6uUr!!B_H?eZkku{tpDnKZAWBlu+!fBl6jsMezL7oH~ zvrYFvJ|!mI+>iXZ;kjRFIycSyfr{qb3lN_kJmq7`B>u7tjyl5sv|(_Yi`99XL(BZ( zk@h8SY%cM+;dp;pa&##41ox%cZ^IWAl0JVcrbEBl_*wy=Wtk}y1;TOo#OoJ4YH=I~ ztNIrkhGxX7zvHoLc~v`Wy?%#ufRc5Au)S-WLj@~G=D`bO0#aOv8Bn=SmFSlUCX7QK z6iTPfFR`2>O(Xj(-Y>!=O|CKa@mXM{X{+kS+ULO5fp=3<4L@Rubslf*wO@f~_vZ`S z9$I0-!><_+m%5GB$dor0=5@jCqHWeTv;5%Yqz?bv%S*wk{k1LiNh@rvv}hT{#YLmd z9k+xRyrF(lu@JYvJA{WVy}Ca8(I4hz4QhnH|5+ubNQ+$VHs{oRV%m(vL710E$kP1w z%(qh;l>ihpE?zUFmXIXwPeKjHAk;N@O-2P_lRr! zy^{6_Q`&k10ueC^-IRkiZG4~KY8NpdHF5d)`;V~*l zCziv%{!dE%PYs1=X#GRpnP65t%&qd&0gnA5c-#aZH`I${?}wo;`Sxr^+6E4dLF5fm zqQ)BS5f&#O9~$hSB?mkDr-nlMC#OFr7asHkyfxRc1v-9%249Ky!$^D=Nw8DetqHJ-+Z#QL4B| zu^wBm*nQpd#!aYsIaPa@&&%&NR8)+NSKGoAta8QS+cj?rv1F>+6OWsn*wc{w2CU;P zmb#{=Tw+Wzb~WaHT`6}7BsEQG+UWWAH@Bh4?&(FAqCwhxIR0?DUfR!d%kd`{d2*<;t}Rz7Y1$lY`q<IWz{Y(eStvu0hxjESokfcQ{l$Hd{uTHh+=}JpV9$1!>yMZ9e%D zZ}hAo(dOcYJ(`ArhM2?T>NcsFKWKBx&V|C)rg>nu1|}v2Mf{-6_P&xHiTY!)n@>Ag z$Aiy-ilEB{k6AQ1;U?Ud8qo!>X&3Y5XH39GM{hGMU{UDJ*YE4z_~U7F+PcL{iY~j8 zrp+S4*}*N?TGF&Rs%qlhmqz1B(`J)|kx5(SN06q?R8fubSfMy++MN9QZL)i+5oy{? zi&z_AIT1+HW}6A6T%YRp5YlEu!^=g-JHXY7hliqQZe(aPwW0MA&`qv1PhjPeQ*a|` zaLtY(w9y2vP)lcw-=>;?TnHsTlvr-q^f8~5kE(7!mKsX3JI9VW#M_M$>PUjJ)=i^~ zE<3A!Mn0hQ5a-IrYreg-{QPm%m1uj~?u6Ib*)i$LW9LE8`$sv z-nresYQvxd{I>x~e_&SvqqbV^Kao#Nn-MFW?x|h{JI6c--MQ^F=uG+h*Vr#QIUIX> zk@yjP{PpM9xl6*a+x*)Le3)P6TpME$CJb1W#MZ! zs~2*cd>_CU13w9>TM?j6B!#X`c%3KH61H47$>d-mMBWR3SZ53KVc}0JspDP~a<@&4 z?MuML%adC$JRX$My}8Q7dvo#MLA+qrTbpxr840QlV5H#4N!A_vv1iq!z-|kF)oUs~t{zE4KZj>w- zR(L)zJCP9B#90nhG)_oq#tu7DM z3U3G?rrpT+4CYqvf1KVkai$9C+-iQenopCz%9GBmp8xbs>%>*$bE`EZR$o(SN#}?g z;7b%9c}4tx`a;(E>TNlzeczoUpIaU4J85z1v>;fD+%O8AIJerm;A2-|-&u~h0d8X8 z>alMkA?@0|}p4jU;JVuk|tT z4Y^^IfwP2i-6KW#d9tE8&OX4sD10SBRx(<&+bLN2YP8F@#?z38w#QA}-ZIbD4B_xA zu=qd5VHM$ZZeL;}HBR&doJ8A``?X#Fn<_?16tt?ts_ngBZ?DnD;{8+kQ+KOl9eP~R zGoChKSf}v;*G)a(Co|?_-T7#2QSZsdT>lE}V1%K{%e&o}oUWQuU$5D)17N$PTFB9w%jUeHEkIG;qt2i9SOg=hWb?-27e-v8$Xy^ zefgnSN<=Do+AVT&){QF#q-ghGCH1^+=I-EQ&w9(j+?)H&$6{4|aiLKT=?|$S~Pf}~p zw@&yu?e-hqp0eE-uqn%4&J>F3!d4nRT_Dk2@|$Z2va}mtEB;dLGnrSHnT@)uMohbr zC&7kU-T^YFOH1-E+~PPF36JdJnh22-pe4P5(8!9^2j_ACJyeB4SxUIJoL@d}UHy|B zK+D`xD2oW?m?gb$Z?!s;v0>zDXEgw2`e}`(8M{gEyrWRu3(l^;uZ9})tb0v(oqvr7 zokJu2iw#rOf7^!EyJ>{d4)JK%gSulk?s8-<{`LEV|C;R5Tu=LunI5rJEE-HvxfEii zw`J7rX-1;aupO04B9@C%F4=PYENA^+Tm${*yd1nvx=ht}8q=~iWK}qwwAU!tvU7bc z*pS{GQLpSa>67?A4!K|1u^0Ndg8z#1Ld?Tif3LhK6MU~cE)!9_1K6@-8;w^#hq<;_ zk1fjYgUj=-+_~>mj^(y#OqA{H#=goc86=MC!d9i0xO2Z+hGFsJLSGvyV>e|r+<7*5 zW5-qIajtaq!PTQQ>?YeF<~C^$WSPngio;d zgAt0x8rd9sZi(U>lcR&*OJ`@p^#5p2jUx_&Xwu}a&*vfN+-U7n@eQD{*4{2fT|M?F&;S4(_O*j)YBAz@m{V2E^_qDx#uaAJj$=hr2fa2(AYKYrt%YF3mWkZEr2L$A<6#11=Fr_4(zIBK zdynP+3+?`=4TZ=J=14!|JNf*;5UBO~;dkn-8(cviZ-D)T`1le&QN}-^)1!=qQ?3c?x1ziv!+-uxR%!0e<hgSyRZ8`88pd9mXJ)2EwA)9xsZ?aOjcA0|z^ zeZIb2u{hC@H0>5B+3Z{q>_wV(`}1USZ8S9>6780dwUSXSyvazd_O^XbOJqElIB8FA za4bXi_4JlZ7L^W<=nrSpZl@>LN~H=j7^5PeFJ{wjy-hv->~p|h8GMw8ZN1CjX*y%X ztjK4iwBAZ&({7U#Cqp*Xc393(4jKNCaXN6uNH*<$cgbwc?@zmbHMbg{*@)3uW>lLA zo^!4?sRaI0SDNUo%I0MA!NJ`JH0j>eC!?F5HH}uMfGO)E85;prRu}=&oM`SfX)~ zbmBP4&#n`X1L2WrO4GsPSOi!g?a|YS+cOOr$8D@00jm%>%0*(i&ENXo z$9-mUjKk03Bxr86dTLhZ*7Q}7&&%xc*^`0QpG;nzpgtM^jk0gut+U3 zqXy5-o<5IS^;nabHlx<2sq#a3nzu54+t|yb&&^gflbWG&_ORO6$@rXPy^g&}=q+fb zpMRF;XQ?(El^aehC$zt%K=0@)(&uLHS#EXD%OqJ%8|}D%0^xO*mXzwqtG^|EZZ@si z`oh_|3u+>0d-Hyrn~hujxCUe0wZU_&BUgKEyrdS!ac(yLMB`oqqG_22yE|Z4m3dgL z(FM}ySeI=-h8ag608KI3-M^SiuJ{?l@+@wJe(g6J>XY)G@(uypJ}8DiRuL=62?!#iN5 zbl`nkRz>a!h?PqB<;+|}XMKIrvAcSCeh#8Ss3V*`_tDdax^z4=A*?gljcr-|ME@98C_o zP2|<&u8N8lT6YmN(Do<>9Ooq=<7ZRzb{$Px=%rD~Wt=Te5lyI9h@69Q`2t4CPehE4y`-iBYYVKM|XK1{Na!;}`B8a}>eC03wO)xV)m z4m%$xFRJDijJL;^6+lH8Q(ZUSh@{mv4=iDgVuF7_zh( zkB6`ZfJRI4fr4f%uPug{HY0194WCCY?7FDjwx=Z)_~#-+>3y4nHsdpo{jF6B#aQ#6 z+xu=$jDc~|Kji46h^r$kd8Q_~*gF>#5F?CI<4-tK#e!$7dAa)nRL%O)9_39whlWD$ z3(sO_aQ${QUV3X0d_%-2_4^6iyA*%#{lmxt@JHn+ri5~(FGcfh6z;-)RE}x%ZyJia zW$JwpX@DsM#TYmt9iY^o=g?4yW}|18mBQ&auk2T3-GNZFJ=#vf>kJpk@R>iYnDlv2 zp5;yhvjy_O6m5^biNnjny+YR425GZ{=rJ!zX$I6Gs*B=8T*X0X81v%S8w|iuRodxH z*uSpX;}k^B+yXIlp1Jt{l7>o_J9}xxl$Bs(k#7?)XCJucxJCCJ+yXDE%eUB`zKyAD zND%!rpLI&0d)LaDLFw@R%kcebGFh0I>E=buac|(BLYn!JeF2zE3jT1~yu@ewsk~%j+KfyrCf`~L zZRw3yOt&G><{8W&6}}-<Tt-E-{}p zf;4T`)846MU$%H?w3!l5nl_J9E#{MWt4NwQ?-#j0;B2iznl_gy-~>>pW7D#mR@#vHwt@Yf9CW12a*ug zI9m2BizZJp&9ixXsuQwr6wIor8;8jq9WA+?MVqHTigP^m$J1unIL7-(4QJA{St@ag z>$nR#q-irX@sW9)&uG%LnW?1yAlPF-h4i`ELTjr0u1q3Nn@`8YX{xUyO`FSHb1EJ+ zEGA8xP39%99ARZfNSl#J>fpKAQ3c5|O|?#BX!Bssa*NVAnYsXb(v`fO%>A!FJK{mQ zl6Sp4qwt-tDd|eypFmjG!g4R^O5URG-h6K#t|wi|Tk)33eG7wwL#pKcFdzqP9J3g2 z&#J8OWyCXhHqT8B%!_7FXYf5_)8_Z`MRsi3JnE6r&h6>xj6%z>FYLc7y&qHAwArBV zP}}~hJB){CrrrDESIX#Kv(K1)UiLEP*An*UW6B4N*X+n+^vzc_VN>Ws_hWCf-~YXH ztI2v5HKHK0a(S`?iO))S-79i z`W9Uy<2lHg25MJb35V0DToG|4DrRBt&9o)K(2sg&uEgHiv6s^0@0DahAld=_GaOzP z-cQzbCg5x^f1==AU`jyLZ(w<=eZzEo;t^K>E=xMR9){PqIw7Bt}>hxr977AXjLD! zQ8@xDxS40p%T|`z?-r7Q(>hFb>fkaf2Z_90h#aThG8O;m1VCGC14_?%L3 zmxi0YxEq43T{IQ_OgOPUal-9u>)|jJztOB$RVIhKg~-WmU7QKpdDE&^I~c%PRBjHF z&PwiShe@Z`S?m{lR~IbOkB2tX+1iN7Y~E zNNFTm414W+#ztfhD za;#&5QL9SM=a<~A>=UWuB0Z$BLPt##jh(jGw3?dh{p$O%XHyRc&A!rv1+R_UW~3uP zqjX5l-dB-{nOXSy9+d0Cjy!YLJ>A&}{2B(&c(RTFU%xr)+;CHDmk_^Q^XMonC~Dp0 z(Gz>&sq)?JDd`a~X3?~?(vx-IVF`N@_Qw6W?pB$}!bT|PJ>I+0gBZIb@s#8d3mPHn zoBd`!<#>>jWe@$||B3!++ z3J7PMtxr)*%8EP?L{*VS7)L+|-OTFLdIu=o;0@S-K2gcX|4l;)>{wd^-N{ei34h6eyU6XNP<9jEPd!P$ORK5Z z0MU4?Uyve{i)=qPI&Z}d$VJtN^73+a|fjz>EMTI8XHf-_Qnisy&g3^ z5mf)9Jv~A>BQD=t3*~p>-Z5Wr_>Cv)Tn7AF5lL{9I5a6 z_PeJ8wqh&)t^F8Q%xiU<=VdE4Y}dA^w6)`zM|n(XGh_vs!^gg=^*9|0v0+D7&0mv% zogW|KRR5+2UUZHtQ@&b@8I}!yO5J${KCL!Yp82>Nq<7X{t(Jc9hq+tG8a0^YJ*d3qv$bb!&G{2)m&))Q3usflx@b`>CevkbQ4cCD9Qi&|lgUR7aQnn+QLr4y% zl-f2L4FT7G{t2$f6&>&2{XlH9!6fewEjz|p7Uq-2?%eyS6Z5ECq_Mm9(W)i#qZSMi zyIy@%p3P)f&hF4|_Ys~_;)yEX= zSXlil?e0>hUMGxDjM--_J{F7bl}=v5!tRMuE5^C}@z~wzQiHbNFh|nZUHd9CX=}eG zY3v>)8#w9d7H;y`eLU~R=)_*q*gdM9=4q=VOd7iIZQ~&&d8gXSP82c9V7%WhV?6x$ zC5GdO+>Oa|qZr!dI@xUO?&GSxhK<=j3@BnBYEl^)=`E$~zvV0DTxB1K{bJL|;rCw` zGTLXK84>Sa~|p)3YCqwOU-a%^tKZ7A07cFu{60XeIM zt^GF1P=tIynHtIAWg#}BKyqX=D=`U6u56EkZMgBszEFGOQd3=@CfH{lO9VmOxMj=v z_z;fYnWKTTKOT1nU9^8pdk!xP>4w0@>=@{+vI;l*mwnwQS)6wfNnY5Su zj&>Pa=aLB)XnTq$e#y&98`aj@=CcwUb9W^=n(qQ#qv6JFw#y()$-6(IBo0oxRJ%^z z@&?;3xNX!3y(HMil{$5FD>v<9?}zfQA8LSK^2|hyMh|RK^84oJf+1LkLYkiQA_jKW zJS129_G|2-e5y&go-@qXrRIIn6{NK|iPm;+3;WHzEV7YmbV3fyXoCK6SKb8#I}k>y zaqovUADNRwp27%gS*5x}d$2p`j2t`cdszur{eaB7Qs%kZ>HUWi7(~y`TCjPHIFp$Ken}-u0O`pO+*$GdU9H za4!yzR3pP=k{;6p_oquw&oEyAP3V1z+DCYuQ+-#g(p1~cahNI5b-sDk(3N?f0?*O* zO!oeghUyj~~fm*H+j7>L=V{7A{%UBuLLVE|+Q>xpJ?VobLRD3`m z&goBCelax~)K*N0)85nsAInFlT$$((;V;H=d8y^YtZcdCDZFxZFcBdQ^)+>w=Vu)vHORGw*&kxk;m?hD+a_ZZj!?8gGuh@`JJXl zF66QM20f$8Q-jGTxd(GqKlaNVVv>9ETGC1GUmLW!Z_M~}vHPAD`S-@x$YXc8>q%3V z1s@}g-PQSKym#F_H0-`1^oG=lv6@&y)Du|<9R-=$B45R}aA8{CoF-4~uEw-pf72Rw z<^A_Gj8(>rC(~~J9J|*EKKZ6)sDV9@v9jc`>cYC5goIz}*Vy59SZJ16v_gy%T%H8$kuwn4XC~N7W8&7@!E>{L#uAPtv#i*RN7vb6& zzu&;8?oc7DLf1e#adQ0W2eFnT7qQX{(e^%haM&=2*GfNd-xcz%1hiiIb`ru6ZtqGHP8VTs@JHk*+P@&jS3|wLGmqoo_|N75i?uq(fopzN=F$%lpd4iEvP7JTz3w~OC-CACd;{|tRhQ0U%@L-p z@`+7Y(vyhSx5~^wak70tR<}9U)*o3YZDN4&y9vcz`F0a4)1VZo->3$2W|srkt4!?d zwSdafwbc+~)xEvp_@B198POPJcSg;j$)vBWOfV&;?T8USco2A`=Eq@&^sm4))XU=M z^s*3*Xd-IS4xy7y=S~p10wT4MLt?m=+0_@E>5mGR-*RK!`W!Kl%DA$oO=69<%uhgHaLHj+`IL(3dS6H);m681)R|j)s0FeYdS- zCT;h6W8VhBMKPnV&5Xm=T{VvXYE=f$c6O@=iu~>ximaD~tigk{of1WV@c!D*X*+J} z;IFKKGl@uT0oOOYOK1HT+Ky`^Jg$N~`GeHFq_JwM=@6*-Sf-6p_Yg{|+x~=_6U77m znxNB3C%JDoNEnFvhLNW2{KuzrHMD$HdyYQ(Rm3*i;dJ9+1|wyLNZaY8X?xa}^Yio# z-bGG&nbFfD@^=H z>~1ant^sgm-LGS*TOZqIDuDVQh{-g<=5Up50kQBv>&0RU; zst}8|H{Ch+bnhQe+g;c6pSYuGN1C?Jn=^IFFy-Z>X*;dkb%~1DFw(T0?o(Pd(ArI! zwwr|2t*5jJlBVrWZI3_imeVCo+snd-bE&w?lBVs+Bdbgb=WiuV+siJ`NzSWc(P(r} z^JmUI&4_Ic!$Re>dq-lFk{3n?mRyL$*J5&B)%=5KYq-p!P zvW1WR_d1iN?Is6Dg?|k;8WL@v!ae)z45xHPa647ECn1ip*X8R*--K{RWJT8{Hf?`* z#8r+>*ZtGRGTc_BFl-+A#j^ii{&bl-o3`6-(T~ZY7BHT6oF60iJeN`2Z&Si9x!$Mb zRLlN+?H4)g;ZKVgXL}xXuuG}uG`xPoe*gDQa{twm>c|YmRd%w8;{h7?)~s7S%EYuC z@z0sL_OC(boOHk_#R%|}$A6CXn$PKFp>jG3uff~Hf3>tt7`#Bd9(o6{mo=$Zq;j@l z7}Owgly}5(2?x5X1^3YnHyCbZIz)pxi` zGW_8oa$6|%#CwJF_!mw87@h}}s2p?8_c#!~LlL>&bCS|YAaLi~@fuav|8X)t=icj| z#YxbT>PyerUA7Wm3ByL4xl*@jL4Wm>NDslyFjwi!$3@a{kU2f7?ZqTvn&Io}IZq=) zu+(ak-U(kCu}baPX6qeNKw;C7eO7>t!GlK#o$` z51L_a8#+XYX)_YZtbZvdN`p6Jjy>LK0g-cm{387!XR$v-P7e4*X|_GPjzul9fCxm6 z!jdDh`giOWDHGqb3xcJ8v`5h)mh0IZ@X2K6A^4tL#ulgB5VrUKxO?-sn!fMx{}w4@ z11d6xO_&s}Hlea=2>ueF|g?LAbAixDBqL26^Mp=$u5D&MNUO$dS} z#4V$Q1X6JgiDwZY&P2PJP9wBBwrVCVJE3lwF zZUKh%Ng%W97A;w+8LJb|=WB`@fR`S$hlL9qz~tPuS6gN#gYH>N*CRE_m|NLP{uj!f zP_n?_CYQ1?wqHwVt87LK_WD%I+J}bOf0>3rZuHQS=6lmy>pKI<)83Qm`bRh)kfOa7 zJ>iXTfnFZ_*@Hao9Ted{_j%?rC`KZ)6hq<#ix+qqU#}Q@mh=oZR!3y+en&dV+A8!* zrQU?UhxX!{jd?SMmNf65*jrO@l05BQqI1DvL_GN=&BqiqN?vjw-je2=2Hau_RVtYA zT$`+N(=iZsQeI<#?;G7WaWJnI(JG+jTqykf!+O9~v<&q$$eSY!%iZt&vPAjyri{6Jf=Fl&AWym5-02rs}4OCNa zCzi8?EfP|;_u(MgKFV%3mV()~Lw z8FEDZ#q85Lx0miW0o|RJLRt1pn+2u49-ZT)1y@O8XVhZDT4)Ja?iiI(=MNQN+YgNy z|E>ESWSSbxJnP(n4fK8Hl(9Muw8Mjx(*k{?bGk<%?>ce6v?(}I}KT!~y zIo(&Vf2Sw5-1@~M+W5y%RxiK!!0dd;$v2BoDC)t=cA5wnmURB%HVjz}h4`@=Vt1E8 z2(3TUY8f%@Mc!c1sWFXEE__2YqWV0nKp*9b)c-ag#rxe-aq6A=n(-BdUa%0ATbN4N z<1WcP7EMTUf>J)DieG-j>RD{G7tv5U zJu@3&t;45U1MDVf2qJPCX@vDu-|x|Rx*{Ix(dSoB{QOd-LR+xNY_LFzqfoTjG!$~* z7-Oz90{_j;u|uwQU-~aG&fe!@@%rq19Rkp6k`{{_GxLIHf+_;0$+TnW!2Z) z^S3mV;F~?yTW)TIlf^t=g~mI9U;mjR$upBbA?OYgPWs zavrsxuEwI@u-SO^?2}42;HAO}?5j{c#$Rz&YPI(jtZMDM zsZHmruu_w4v}Gk%|8NaOHV%Wl0YkJ`rlH+BI-Wf3J<`p~+oq)K?8i&FEq4M?%`(Ka7m-_JYMKawCqi1d#|45SI@|mTdu}yi~N80B=%MUT8p!t9E zvdW@QCc@Wi{qHFwAA$%fN0BGA(*1mj<@asKWAm1X;t%JJ*hWoF%w>x|;Oq&vDG-}O zv}{xvY*npnjM7hp4aftcc!#rjS-5S&Y)<(2>s8=(I+C_OBpwD3qn6SVOxQjF{maTC z{zd;`x>6{U2<3#<>E1D!7!SQ@d6mKc&C6P(=J^5kt@*UnTJh@4Hp-dK_UpA%hmTuN%WiKvc>;?HQxq}RL3e<#Q8C(U~#g^;lYZv*v+FglMJ{OG3?n6 zs|(AkFnz|Z;Cb2&aN+%v;Lqk6*fxk+=9vEq7R2egEH-V&F3!)pC|ha`MzJ#r`=zQt zO<7xdjCT)Qm@~GebIK=3nYZFD-O&mhrmVCK@XLaH@uz&p`@a6+8j5Tj2TbnkJCWF7=2q9QAx+yC zzByzsC-nEwc3gw76d!9z^UB$c^~nL`X}jf)wKn$C-PklRk!|_v3y=4yEyK&Lo}U+# zl3K2UT}vxmDy};Y9#Q3CBOWS4aDtRopvoK{xxmiGhe20 z@Ww`LjPylg0jCbk$vr80hQQyJTa6fxd~&V~c<4}KSMZXUwj*+sXG#q4u&K()nB@b< zkr{L}1@;+xh@8$AK?e9zxMC+2dc#gsZXWT>yO(0~sGF6&K@O3lOedBTaPoT{b1jc; zW%2)F!_fSdtKp&PxQil3GeCm%YW(}RhH&f@>JutBz4aDp@65Pz#HJC=k!+hY;6pI( zW#Kj#vq~1n)_B9W-ED3o(ikunIYE&LVY6ZI_A=#YaNiZOc{uo;4&<`k7os;dbm_;? zL$bLb^zS`k{bvQ?ed!)-ohW2+jm`VSH4tvY;73+Hb@`rPN6nW_iVb8yE7AZ;2C+A2 z@t(^<>s%&qA#OfJl15lhoyA9E9@l2WJ7g%OT>bS7LDYsR;ir62*OJC|*Q9>Ub<)Qk zZuV;2dtpB|;jmEVj?6ollp<$#x9~@Bt(s|hWzl^sAjLI#Af^Hv*P|rS>PTU59vi^C zPoIU92k&Rarxb$Ip>`-9_GKsQcgn~9gH>}V{B?{HnicvSXEBrajG1~t)g#h||(q`*LZ(84>auh|{NqrJsCNKzajlZ~dStv*(iEKzyp>(uSPZd89WGw>{2t$7aU^ z(i@1+=-E;&{VbdG2I9w0EwrS@-Xpz%xE}YTJ%K9ZHxTDeZHSSYHM|YPkCrAU+}yVj zTsEA|p4)E%4Y)|txOG|<2;gd&9oEm|Rd9wGL z+?jW<@44kY=l$N8my5&>f9Hg*+3{<^DUw#$9Q6raT_Xd0fx&b8({k0luh_)AJY%QydBTw74B+nOD4}-QlRUdAw8U}5b`y4rW^)P7r`**Ih z@^6K}ICL!4VP9hpw^5jbjLwK7ywraN8wFI1`5oaH{Eyr}JNw|D+JVS6!GDR^oXoG< z|Fx;``XT3sR!)B@Ecg_-n zm;+f4#xZHWCf@-!y?t#kNlicby6Pxw&C5cm=gjXtvD72#e?9Ggt@2tVs=|~s?GKNu ze#Egx$)=5~9VY(!Kq(Z5WI~NmpK)oq1;(Sm zKq^9^xUsP`#ED>du5*XtIE8sz?bni~{i3SEhG*~0CQbV-&LpiVJ)}jN_DhbO`E0V5 z32EA|F?jZhP0xPPw7*{_jaxGM5aK#}qw7+bON+Q%ReM}o+U_hGoC&u?~ ze)H5yK?{BE;m(Bp#oP9r&*80F3Nc8Bpafn1EtV!F>s+cTm_%>8K7B^&=mh)vl8)+MjjyDuZ=&DNrf1y%JC7{t~UlqWzt(>U>zVzo&e9LLM)J-qv0h6tyse zo}_24$)f#BH=dl!qWY_+-H*~4bDy5QdP*5<1@-$rTgLtQwEuS_)wq|2OIDNs<8BIBxjpz<1{ zPq@4mo|sO*&~CpGc5B4z-PXPUAHt>G?2X#t>k}QTP3;)A^vlhCe4D#4fwx@GudBX> zZ?)pF{T*fC&v^2JN4XmuJ~V%_om&bA3nrFm7k9um%8Ry!$$wkc1^(ojPn=JTB1}!N z);}N^Kup{59>tOiq7Q(-`pGvfN?#NY&G~VLCd*FSf1IT(Qen#3WTfqWKdwtr4UwbF zA*SZ7qoxWt&8SjTMdWC+iRFgMr@msNy!a4>YX&4R>D|)$24YQ@<*na*kaQ&Xg5cT_ zuH7#bCm{`|P-F?m&S{Ft;nqTiY?=($5cqRLHT^HR^nR|R9uQEk0hAmQ! zj}Xji(H6bzQY_HizAv&R1yGZaLRm^!PrO-(*T(#c*o%C(zAJR*+^cLGf#Y5k9-+oR zv+6na`5W-o;Hf`o69{9__DzZ*tf%Ao{dtOA;UI@UU{=MOLkQ(e_5~bEBRlgZJ3PQj*+`0EMaMyXj@i9CVV?S!%!&DiK;EdcfvWl4-C_V zpKmWd3;{>>7CbA+hZHSSf%VDte|Q||cWoH_jYQtWA=+L!_@-jJFL~OYzx}LwMF}a| zK9t)oa&LO_qYLC|`;M?9FRzJ{&u!0n@-^nk{bA;|TkIfQ{Q`OOH8QeqKq2m#AQ$XSz(h2AHT$K*ot%|fY+lvR zHVjgoMU~ES)UJm+Cf&T81GdNs3T@wivtdL7i**TV~a@TD3h_OlyVCI_dp3zV|`%^68oMuF`c`v6l0yl@q ztwg^V2$lTtYS6Z@XI&uH_##ccGMJ?Ic|>tk6!1$Ray&VNZ~oQl1@o{?QQ#~7Lyl6I zO(^$yPpN+Rf)qjxg}fQ{QlsjCq8G?B@mLyoB1Ru&kuPC+BfCGjj1fzLd8k~xH=&&4 z4)5sA0}Rkbnn$7TV#{qu0-xoY?jIrA&)OY)z-9VN|`Pkp4 z-)N+`e9f)n?K?Cvs%=!&Crvj@NmM7+dy5OUV}gFfDTxPcx$Vy$j+85J{6haaCVu2# z>r8lGyyDykCNs*)&F6nKx(zP*9Fu#ZI}&qubob0+Qf|K12VHCadfF`~G2`peOe4~? zJND}?q5T3YNYif0*LSauX!Vk&-J<(1h79f{PrIpa<(uc99z~jVk6hup;(?hGY1-{w zAnY*rlsIYHZTx80VLtt>q-pmCe{@+U-y~4q-l3^`G69~T@})_yW48H zjcbM>Y1*x`?||LM1U=HU+tF0hS2E-%Y1*x`Cvb_B&embk?!G7D5>;yw=%*oJ@)W@< z^u;@mdW~EhK))Y7&Vog`4W;iUu#U@2l?3L`xj{Gn8o!K1yO&;cqOxeW*Ek_j=5$(m z(viroy%W>usr215ShQPav2!Ks{OKoSKV3MOLy!ITa6gN7AG1qJW_|x>&lvn&8wMXk z5u>wgZ*4kA`IqH<>kK9Ive0-=_QMyj*2Lt?u8zwv12JwW6h*eoQN(5{8)th57;3i$ z&3dCrXI3)kT33X*B*|0O)a~JNks54rc)f7cf!`lybEr?G+kob^ZA|T_3#8Z93leUc zy0hsN+dkz)Hq)A27L&R5MzPfsw|Q{djXXcmx@j4Z`^|aB>Gn`CM&ofQ#BnwJu_3k; z^DFlCdGOyckF-*&hoEn`TkBJEC>SB-(UOVF)1T!Vl`eK3HlT|IY`9D4^=uaF<_#B& zg_-DTEi==8>GhyC3|H56mz&>I;LC(ps?AeUu_H4djmv$>%rsiO?ttL!kJy>I2Un;? z-OxLAXX9g!d)NuPP32yk9hg^~^QfE7Ex=RXtv%UB4a^tyiGDfENmX=?A2IFeCYbv1 z^_f%WFw9`_iLf`K8Go6VgFNw}mDFors+|rNC#K!F)ytG0T1owQgPr(JMMKgnsjqxD zm^VS#kn~FGoaZ-sm2Nd4y^^}H`ppkT;r7E@NnQ8=Vdf@sKZjOQuWgyr^Nd#&da$5Ap z=t1atI`&L$m=Ecd)L*Q)wWU_~8tJ`2cYL1j8KZd~nh@1U3Hf!N6sjS@MGP*C`>+aJ zp4=B*I#Lc>F?p^icfx8+X@m2?3Y93}QOatV+R%h0No07I%=iQuU-)~J&>lbY&7EQFn>~wT!;?1dWl(@HD4IU;*d^dtr`Ry_ z1lv3lqA~sZn;}4&HdBv%{=_f*_t0iE4#LXqHrRqSTni*mo0ZDfa!7AJLprznh{#7blF7nS_20nH&ulaVjZ6Z}idfA3&R}IL|RrMP%QdSUU^A>(jBiXY> zE^#jdvEhd981o+;!*%M^gPL7lkx}7bf>`|&=3HakE5X}^zUdUoeCqOnCAY4g3x}ZxNNfy2W3<)f>=)4N=PdAEe8MD|76%!(8BA>Y#*be+K$R`+z?|Nz?S+z~|An7FldF34ez+>o-q0Z>l#3yIDSO?5v4*!SCiMk9ps6V5k26 z^WF!#u;;aRj;cOy27U*Il333p%=~H8J$2bGOlr+O3^f_@)iD@&UadbR+8sOFH)Z6bZW8jJ;{=zUFWp#GijK)vCUN3~gG`E2b7o%Zt z?hiT2SK_(3@A>01XWR`3j@dutXf$F29lm^mC!` zp&=WheiX;l2?q%^q7LP1W>tS2AlGAFL6T4|sNHPJo!QwCh?ZBc$3~lx(>n9-4Zwo0 zLbjhulb{J1LMWx|v>AEsWz%HEsgt#YEZ^&8!(QZq6vht1dhXhG`_bp~cR&l3qiiRX zyV`MX>Vda~Y%7`JniJPt$YauJ{qhO~l17+Sw(B>d1i9Js%$giXxaDQDU&#M!#7&p>b6>|3=?5T%-v64D| zAO43(ZDQHE?f;NSfj>UC+vsBY^MQy&HoE<@4TVHxhv>F9-Co*5hT-ZHGjGnUQ86Iwx2lQhS}t2x(n}d!Njn0j=Xt!Khf?W(hH-kjM@o_6o9rYnoRC%uw;y~csdl_y7%Udg@x zB-gb&4hp1ccRRP6LRPvcY1-Z1xa@pD$7Vv>jVS1PdS)A#?KVk$c3z(h?GB&R#@tQ! zOYr2UvN{SysI3q{Y@4({uL@orcUWOLV(d^7od`z?4Ie@C@y1&e{PCfI)g`npvw3+) zb%ypAUwt9tmKpC(g@w4g%aYq4NmyR<=#4zfnQJuC(enB)6Utp3R2w~&Pfy_}+CF!e z-?E_!q-c(Df${VVelc0l3ZZKoKJoOL=||^3l5NPM+??E4KI`}{H!rod^BVo@9iAyH z+N~B7)X$>Yla)4yrFUo2pLX0Yc-GFKo4RxkvU0bB6-ODdsCI#vmB~EK6nfLmOYJN< zzOsGC{~p?nKPaRJgx^j{h4(tS2iE?gjm|=ADNauof{Q zC{*H=z*(ixvQLqTRF@^tNXta$lVeAKbXw(u}S{ z3gS*v%82JMvo6p2L!0+InUo*;6xZxoejSq0@``=gSQhf!6NT=T0=N2lsjWg;5Q7$| zL%g4PfF*VNn4@$yFOSIUa(o!v*C=)uuAt?$AN!@oKv~xHYA@Mmy(%CmaA&W}EnO%b zF>czx7aiEsx_+-M*Q>UbHs(*^6@&n5M+*B5*Jw0>{5 z*eGf$q|Xy|EXD@kPv7nL+#A*f*m5?V8$s>!@;IoK6#IvJS!CzKAn}0kL}nali~QVP zoyXRM^I;IVMdz7v`!qR(gAZ(mX36h8bm(7e_Bar7mU{aB02G?t?(pIyN|5Dchuk-sod(JmCQec7{?ww zL_W9r{;7hK_P*p-GUu?3=hf04=1S(2DTMQ3kd8Z)TfIrLC^4Gn@1fmD`-XC>r6`}0 zcx=ei?mhVfQbFD1bE`}A9M9NOhnHI|X8BgDJ6Hv~Q>ORQLW~dAUdS0AuGdAsAaP@( zmO>@gk!W=`jko9D_(&Y%p!}MOU(@d7x(5rZb5ybPd8OxcslD*Ygn!+_oqyZD;rQ6V z)Zjz=N8fPvVB{o{qTP#lF5QRNf~xb67lgw^lzMuw=T;*MeS!aaOF>N}iBVrVWCYud`oK74}O9kywF2|kT-Glc3 z7-UZoj(M~enJ#t8LAKpIh^%RKdV}RB>OE*i%cGrSV@b&Kv#9x~MO83JwC+sF1}mfi z6oxh%?Z!t4=Fe!UZ;L>{zRlo@UkB>nS^t8erpnL#n^J(e}{H&A1x)?YAlHv z^4&3*C#Qmq6-tyna6lQdo}4r7Gql7Oj{7=0+P4nAOp8)ZJ97owm-Z~j^72<~i_NjJ zM+q2qO!&mK7w}d^X~xHro~NW!=cdqD z>O{Eu1L9RN`ZPJI9`Y`n=HW@CH6rzioyC(&2T9kHkv93@vI~K1a=)XYl9x>4I^d@c zOV8QYx^iy>)4@49<84krMZIibre--L%UGU>Tsfawu6QvgZK4gvD|Fj_Jg+yjaSawf zevymCPBdywSz7=*FuONS3eUl0P3*i*gBmFL;B`~2`74ODG+G_Ma|=6XTQjZYUKjRJ z<^}iN!mdADLy`5e@Hdm$(}!sHDb-Nh?%ZF~ZoFrsnub5~CG0rSktp#$&~74I0e{1g z>#@F~;+hkGLGgG1^W4yWe!^^jQfStDwqoo*11;%y{iPI*Bb58HGoAfk5gokE!~>q`Ip zm1Pjtb8W^URo!VL6<_n=Ld@gq#NUe4hL)GE-z}nviI>`YKRD`!;a4b@i@{9HTrjUL z?lsRPbN=E_cV_qFM`jq-pb_@HbmHi$qA%=J1>1b3(W_lA+C_DNNc-OHkc7?w$^5 z+8n;-q)+F*y$TO;)x~;!{D>p2jMYblx{3}dEJHO?>~GNK-mMP{7H%Rn%BrUhF>S6-?4y~OP!%vlg;NHJX|s;+r-v^R4h)MnhuUM?B&OV;XCIs!asJXJ z`n4y^Lv6|#;o;J!~cSx5INx}uDdXu82;^Fh|`%XkCk{w#K$P+a~7S^9YSr0Y%J8sA*Ri!^_ykg1VR;Fx8$)*HGLf)bdn(&zkw`S4PvS~?W=@a<2-NDYwRVMR`A+qGvFCsN7j*H@~@YL z+e~=8WawwK)r`c$uLOJSU51%u@uPoyFP3<{-|xR;m;03$GFFvCmE(+`@pcd8T^lcR zZHeEr7B*axR;1rw17l~rw>I?N4sqLj9_cRehcDD7k7aXPK(f(xm#?osR?O=#Qt?a! zc2{zu{9ER{>48qO4YT7a;JAc^2H)NeD1EEw^?pp>U*cu_4{zuY?LG45=#%<8ryMdctFmAH0|9{>vFWU zQD>O6H=Zq$i4UFl8;WSWA=-N`Us15f>i>@R-dnXR&PIbg?OpNU&y>1xnah-Y}Wz_Oe)aKA%_Vt}1Lnw2fKE=o+{ZsJ_roKLDd? zw5V5JZN=tCUvTV>>x06nn>?nBwSffet-%yQ3N`Og?xoa0D>&wx!fhkd0_7v_`z=&U z|4TFkZfxQHK2sMD(O$ci6NUDKlc&8GyC@0zbW*f;D7QH*!4 zRieynT#b{%%WV$VB29ZQ2!xwDPWgLiFB*qnKhVmS{OrG{W+Wn#5S;T{MZgZg6 z5?NXK;pH|j$*c@?u~EVN-QJD4p3MhGU%JcPe$`HY_ss2@!{!{gZSkRDY}b$3?_;B> z3Pto^)83?+PC6#3D%h*zLVODK9hic*JaT8S|*`*4Myeu9oxCHyI#?ha_2Yu6~3O ztGAZwH>Pj94eqG_OC^rv<;W$>FpVgHOQ_rf*Z*eadyg1Qg{vNQU);1AP>9NHa3ic| zkWG=*2lEH8fz_^m|A^OdT|9#`=QTeaoY3-kT>rK5@yH>r>6w?NS(coD7QIZ%1E)P9 z1dSY)-e;q|h_fP^f0zz|j(cv_)VRYd$$u+Jp;-_|9Q|#@IzRinLk%KFIZP~vjY-=1 z`AQBMmO?ozmvMNj0m5@hODnu@1n1Q94bfIOem)~!NHz4fdNja zoT$z(Bco_u4yUuhWWUyhSb1F8dgC2#V75TgbW&b0*zDPU)n|1Uc6C?Gn(fVHklVk< zj>G68HbJkrV%MhzY>%7Ex+OD?VE1p%W`yt8$8zT@tXuqeGj?;$gi)^qZ(&Y7t3Oj# zj-VPA7pmJGO~uT&g>QC>c>xclrSBi8e1rY9xy_7gTnniDn`=hjx=o7qdRvK?fdjS5 zR*WepjjWeKnam!Cz%>^0f$InxeE`p@w~v-N#6kcXPbeaeCrA{5-Zt-a^3*TYT07Px z7QE5&9u%-?DBKHV*0cU;cnnmOSbx#aPX<4Cmq+puY=x}-^m8J zoyc*~d0HHl;ul~Y8HavLLoF3pZS1J<4a!MjxytoX*NB)i(p5Fb`m)8{q-&uw)J z2l7wDT<*E@y>F7SIRRo_>vuK7F+Q*8tsCB81B<827u7|AjDK;5Wk2Iz#*;0H)lHOY zg%Vc>1^$ttSe!P`BdrVkjN{sz)+@3L|8NcUzoorvM=T4DVf>o*;-(IMWIivQu-nbx z^M+GZ{ePgnxJLRPY^Wh>E5GJp^Kf#Tx8J{!7c~rOJMkCP_P3}sZ4u#0+K5fV$D+Mv z;o8xw3~EW!UY^0j1DQ56Nz-1(OC2ibCJB(Hy)8RRZ9}IUlcv4hjiVmMRgEM~dt=nC zJqpblNz>k-n}r=33pj>Hd##F1Y?u&Ch3GIql@_MOSvqwj(}3X-=p`H=gs2Edh( z_T%ba@%{?BM8^7}N9wDfvx`T@fJu9ejdBa*YC1q<{owgix?kzlGCa!~m@Flr=+zqW zzn=EWx~!Lri`OPidvzj4F{;z%k*2-0`Fxe@7qpP3y`py8L{sUnNz>l?cMMFdXK-}^ z-VIpCdSf;l26@wm_Km)J)%JQ;v@B`b%V)J&@$OC`(zI82_qtk%b8E@a-l5#$MWNdY zm#xqyO?!>4ro3w3x07^kvGAJ`x_guX>D*$SUDA~^7Of{udt0)W`>Awlkj^c(h~Ink zS&%&G+~RtkDVO$V?HLyBU0nI~R!rkHdh~{c+|71@^mn|gM2~xV(=Xev*}|f_QpG+Y ztYgm2z=v}Nqv)lQdmC7vXC8lI!=k;9;pV!Qurzvcz}i>YmRWS23wwt4i!M5$QpGy& zN;Q{1HztX$q^lUrqP-b*8Lh1E|1K{Jw=J0OX`)VY19*nW$lgmJroD(9CFOPlJU{7D z9{e=~d=T%2#`Io(wqX#(;O#DHL0#W2x23)_1TLU*1;k!fcju^Ad@Uj1h05g<%hB#u z`NYYavC&XmBjI5zq(X#{Uv6u&MPcv!uMZ;4JjtF>Q_5Ss4 z?SAl87@M_M{1vQB`7mSd?2*)ouJ#`NoBP1Q_etwZHD4?|Wzs~aqv4qHh;?P27Ts`b zu?im8q5ZB-soclZu1ej z+9vVZ>w1Wa`4a zu~FF|jn%s!>Wsrb1WTfL+7 zvQLpG9O9OH5w$!UI@5YS1sm1D=6Qit3Pzk%>LY)tnysg>k&b?NYVD8+-j3T-V0mJ$ zerYw#+-llvGV8Mp9{ zw|n=%ioGh>Ht|Q;qy_w-VAsLZbD)(TiHXlCPI^xsu4lU(@!T zty7L3KdpqRd5tOMAJq%vZWN4}sZsiu*)aH6@m)oWGYoglD?RB=j<&N_5>FJ5l)u-I zPPmddGA8j+6I$RdqqbqLSUTyIp@Z}jE`G~T2Q(p&LXjmL%i1$ka^pg1Y+k|7HVhI8 zwlZaOYAN*!>DTcX{_9=||&XYzu!!n$|$=5c+jIBJP=T|8*p`<#2UG7(NhEdx7 zyxq|C!DvZr-I(q9$EbH;@we?`&z{c)yJ&uy)QG2Wd|X|&Vp%WrSiNVo+ZJO}_Q;i+ zPHV@``+2sto$kbzjm?;pwMP!?xG7rWbYL;&>2PMBaTN`7c;tE1XnH>cId>oN%`3uQ zKc6};*r^MfS^h$3mS6i{rlAlUrc7sP1B?@XDzW1dF>OcW61kQ%fb5Z}caAt-gGH#f zB+MQM;zeGKa{EGP+rM~>g!wg?kI2ykiM_15)>N(~o{`Wd`Qw5#JK}jLO>?u=KV6}N zBBFvQ{eEnbYDA-CxX~hjqO&e`Ypd-4orYrcufCc#nNUL^-k^o<3UO+qgjRdW%VgMr z2jEz@C-E$smxa9flo_EjsO$D{o*QAA0uO%NPUim(5o&zBxd$g~>%9%RsGN>5q1=1P zQ=T)OlG#RzpEVRRqERE9yg+)A(yCysWH^twmlO+E!t(B3KQKk~z%@`n>q*-}C}-`n zVbTOmyW?*F^5jHWN!Gfe$#t{-2kcHXSmAdAxgP5) z!X#@S-tN_|!$`8eGiR0AaFVQDe}U`q5I3HVfZk6Qb}vz;F5}~RK^nUs8ghJ=N>^R~^Z6ddwr~;*-l( zK)~7;OSqWWUF^t~F8k>n@V-lY0>|S4x}J37!FndlV(coOKlQK2?hzp_b7wBuMH;&| z2%T2?wqh=6?4IZrJZqg>6KU)o&ZlU_r&>oEyX$DH?|D71pEPzi9+9|EOnWhD>`wcz zT;L&XB5CZd6AY}G(9FsLE%G!;WB2gKdZqdk^c0j( z70=^LXe7`!eXTr`psa8fQK=M3;w8O3@9Hi~IYqJ8I4vV~LP7P^5o5fEc?Ya`g=BL}=KgT2TEU02I+_|5w--?8VJ#rkz5Y zwx<=uTukTnO9#MgM2_Z5>^4nmIW+QVq(6L?#H}Fa@dUBlwJ>v+f_w(dL&PXF6*hMZ zXSqAy1Qc1f_I=e$FBwf5nyUW^_x?hLyxy_cg z@jC$_4FybYvD#V~ym>n3*;akPRhX$Etv3lraVgtHwcyH1^T!;Xd(RR|R=dFqNCySQhn`m!9X(SGwQ4*eqF)pmTc zOgj-)9sN|e(}I&)9ld8?-KdKHoxAnNcv*NyL;?y!N#?O}n>XCxCC2WE+|ZKZmo7cp z`;oc*IN2q|pRbJiROCWF$=tv!%I?hs@=4}l$_jFobI2!|XI;H67L{m9I>|g{Ut;5R z$$i62GQYYS_o%*m2D8| zCB@6_M}Kf%o(OiRhGOg^)NI#k4{txs7XWkc4$P8Q`@JQ_LvEZpRA{CEttlmBAZ+FZITw3}J#yA}0zMAES&DO(C6dAN)fx)Wkm$&zV-O7<| zj*G0}aI}MdU+o}#>Jpu>e3ca>PFnIRR_!C?)f!24xF-B18Ui{A#@ z9((KVIl28!9x3cSlw|&T-0_sRXUJo3btU^%0>el$uh>YnSt~>P_f7lWL1z*6%%R^= z4M<~ePs+;Vu)lZ%ZP)4x!tLkDV{fhPuao5U$tRhcrfSR(lNnx;`TQ6)b*{-Om`!Fy zilzfUJl^>5Rr{9@^rrZr%boA@pl-_1i_?TVuLMeH;NnGggud(;DU7MTe>-Ztq z+3Ws}mJUoRz$jb&bJ1U>ArMu(NOs2+n5W9Cl;J^)y%EjAccZu&IF57g*AF&_1GDh^ z%XDKFX0uH$#x)c3S2~#^)1bn0OtY`CIqXN|C`>t`2=AKWL9I7COhFxyqs=9js~4L- z|FdT{+k(AB<*`~-uXvJ-hNu^_yaMAVdmJuq&VacnP1|ydZQ~;J^gQhXSX2M5e)_yT z(o1~HUI^^eeMD!2HAL;>YcsxfGNqbrLvq|^z#$YmO(JpHWlYS)#kAvL28f~!pxz>U ze#`GJUmO#b0bkJz4&Ee`qe)CXlHrg8$YWIG-@V z7%yb_Pqdg|%H|>m{gZ1j<)i`mOzLY0r7&gE-49qvQ&C&Z1ADNkT6Se)Xgs*SS^8C0sR{dEL7o5SUIy7^C=d-{;pveD zif7xz0%^q98I>FFl?kW0`?zO}i-yDVS?|(6f9d&b8Um5?UUwoB#(Sv6-??xVKFZ)i zOwD3TJV|#o*YS)KPFLYQB1f?ymZQF3ufCGu!{!g;nhSU5@z2a!EjoSg7<72%IJxY+ z%eEW=(VHh~6sfFp{{dT%CX$mn8~je2I|&Z_xGl`&;+<@95afQA9c;;hSyfRXJ{lMZ zBPyJt*kx1_+?-qby-d zKfpB;^JncJONzlbVzN=PEgin%P?06yet}T46el!rs{7tyE03ss?Ur*ciA&L;1uakK z!Y?%vIx*(;6eEYLhc-j^4wHSndTQ8lyYV76uT{Xee$2KiOJ|t9HFC**fl*Ys&J_7? zq1jmbi0WD@LmTRCFEpHe`W|z@OxA1m`hn?l5zWsn<a+9g&F>v_uu(7ZAK!4c;6b@zwGyk7XY4j@@p1#%a#7GCKDa`jKV(mO=9S8-iY@A29XGullx@?J#fe;5k?OPjp() z$I2Qe%Xu>4+Zchro;I5rdHMS?H=1%oCu`ZKi(IQfqXXPntHj-&lOR_yiwm+H7$q zbjQODilk|Cy}|LP!h%|4X!Fnp(#FZPO{U%&_ZQnk?FUN5A**-$$Eq+k&Zp7}wjf;LWj7?gn6}Um~wpkgqX`Hhs4mrdME!vS?7DYSKj*8TJ^Z}>NQoCWcJH2lzk zrbH-L9GIn)Ae9C-YWx;}QaVJPfCN0_(=Y+e>V;xMo4Ei|hc z7>8Y2P6{3!=KUOQ5_>q?bHMLA9-cv17DGO_0`^MKr}6I&1ue9FH;B_6G~)LQq)CK= z94Z$|EZ6>`V)COq_tCzUpIc+Gn^M z?j?IewH+JCUD!W3n1U&ds_WJFXvOxfyz)G)Fcsd8k$w*&)xdSmdY8ACUc>dv%gR)B z24TUgQ)wdmMo?V>MXpTc*a!**v39!sUhr*9$S2Tndb2!7JY znN7r7+?QP+KjGO5UD%4q(IkoGo|nH;SnHDn%1Ch(h6dYw7*vxky6pw)PAbSveQOV6 zkynP2XhEoH@M2K0-${^~&^-5`#APcOg9?UQuxTj#`pl!nhOPk!oL2eqY@ZygYE%`D>zAQ9Puvevkh#3<=w}>XUap-`sF8$7NVYD)DBJoV?kW z>nc)Ua-%vSK9 z^h)9J;s9(h-)=qQN8ccCQG{YbY%}I~!d&>^CtG-RUoVb>IqxOmZo$RPlaipxqVL$YvcNH-3nAzv5i4b-;r>?Jj?JYTCgh zQnY(0$=kZnL(tfYJnf#ezS{h*H~A!Qqk8MNJ^sT?@{ToBKotf{)8IB2ZtEbCgwdZ{iq~lU7mH z+^*<{+9DbOY&Hz;Z82*_%js#roCe>jy!Lj2O-MBTNsDPhS7Os z7Qdj}9M+=cQMUe;4I_6$KOxLg3@e{2TVif!3)wh$;LEBN*52oJsa9_~*JdUv zQ+tZ4jP##b!`!g+;BS0fR4c!HOQW&T@Opk>ij~n}Y*}o@bvro|tSUt%PuiIoH@dfN zG;hKOY)j*W6{_9wSoDEsOKJN$AY`&ah1j;Xzf40R@f?dl<{Zs&(wi^D9w4Ue$O9YN zVA^Kx+vYy;7zmd{&SoSV`ve|(egi+?V9=UUmNhd_%t>Rg~Y3L z&Q-sHHLaX`9%?0mC)z&Y2*UCvIB+yAna?1-4b92%Gq%r>NrY2qd0&4$hZv>pxmNsc zie;N&myURstja#@O^lQL>XSw=3X_W1!j%HmRV|*IVym#y#eNk%BOkm~>zY_=gF2yeQ^FleubrTD#e1ZSn>y^{B%h~8Y?giraACY6kG39*UyF~ft z@Iy7)z)Cm5_Px4)zsp8ogklvcS4J%Ny?r5MBGne@)xKcZt=iYSdXAzQl1E2LBhH8W z)%_&0p`vQDbMFL-DVieX(NgdKmJMaLt0K=|R1?cTR6oVQ*$oR`o)kX*gbNm}#&78* zO#gSuuJ3jGv0)Zo*Fw`*B5pw?bP=ATyQ$$zz|zrv2Wfj~9GX8b_M;m(}F0Xn(MZ4DDyE&T4~| zj)GPfS8XLj`-gJN!%w+lLBVPY9jLAFn%Fk!e;Pi1Q~e$VJyb*S5iiqfu|y@TWcF%> z3;58$dM#HI=a$C`a;?;Qy;fl~uBusb0+EE8G?9D#G~Vuo3gKvZwBOjko8N6w9_Lnt zLumUpxcrueO6qD|dTV{y=OXo=y8>sQffDO&}%<9EM-xB#anMJSV#55tKBsL zVf5!;oMKp?1uJuES@d3N>Ama=x=D1s+9_OSWvO(nENL+o?O!!1M2bcA)B3DNbq`*r z$DDe2v!-eopCWyBSFsnUir|-H z9#!wM*-&U)LEu(3X0rc)fwQV7$f9zxcL{qO!+x4>6LX_QvWpGs(^ijI@cAr=qUDL+ zW%Kfo4oOX@{s0OxS=8G3g&>49k3v~NSWf|^j@{*Rb4llcr8CCmYV4;2a=(}*%dmNQ zxJ|@7NjZjm zb9VVHP($T(h*!U;dUN1@S$jTPj{ncJA88*&CaN1Ee0Clh)fWx-(fHhb;&|Y8^VSfL zHNh}|*0b^q;qw#GyYaNs@ER1NA@#z<-_lSE+EXuN^s7MJCa=VYi3ZrGQS)XhOfkiB z%I||)TPtkwS$D>HNj~O!_gm&DD1@+3Y)nek2rB>GSbaC=tJpR@nWtTctsw6X$1^eE zDCRbpjtTPw>Y$Ro%0T_YH0siZbxGE?>p+xa!#aw7CAKt1{G(iP(jV^S{Vq$xhe{+a zq|r$crpC|opP?5_O#6}kzbKkM0N1%A_>3H6!Fw)p=0Pr-hC@hU%5{5lEL5IIT=v7G*a!^Z}-*%!IPhgRInL&8n8r2}suG*R|Uvvv^t zhiOhzC#>f@>wSv_9{Is4q~R2r8lhZ6N@38cQGslcUEFlQy*A|e(R!HAuV9O@X#1o< z=*54?Dz_zyuspnai1)|*svU3*ftQ1fOcY7xEQs;-Mp~&{fzX4N_nx@Cb{?0&i3PXV z=C2WXUB{#^HD6y50C{M6XQO_pG0?m)s9xLECoBgFMN2#){FMGb?#?`}rtW+Er%Vlo z21600NT!szaotj)(10eS(qu{*N{E}%q$s6C!==(7Gz+=sYDQ8D$rP1Bb4eM0_x60w zV?XZ4bDTb}-}mLEKOA>hckg}n-s`Nj-h1th2emhRjc{3r2YPQ^s=uufFRK2mY_Pf$ zuITu*MMyGmMK7W14M7z+t?cZRnZvtrC7(|xoF6*D8VUDk37-$}#m3n(aF!EXTo5Xp zl-dF(SM0P%Th2cIk-f9t9%~0P2Xpqn4%0pQH`wEM5OCP)u&sZiJwZKQhvDqq`bOvw zx7}gXDu;2a97a3r{{NmA_Ny9#m=VZK=%?))E4>PK4&VUurn`k+XNxJ(_Ws=R)L~~| zpZB9q+b@Q+RNff60E*E=CN`0;KPro69?l$CZh65+djW?&E!@&~*;9EH5qNSr zRG_z~fhitr7RdXh1hOxC7%iLfJ+~a+JXoN1^UrC!(dD2OO)vqJQg<}r{GE7(=xa}2 zyVBoWLr{$r6VC>Ahcnhk8PTq6jNjp9LQdO}k-~Ua!AsjPBSwz*N(>00Yes#!kA)#L z6T3Xx9<>5E=aQsaE69Mk$V|t?$!GeZf}C;p@5g`?DknrP_q9Q1TJ^d@t_(t=UW5%n zJUiL-Ow~JKN3-O)ZLQ?#0ngcQ{Qbw;O8RWJHp}bYRzQabe+#ky!`MP9XL--ndYiB| zmv=-wI+1=Oep#XVurh64&tW6ibQZV}?{cp64P0IhBG2edH=!|BtgF@^9?NC3kUi5a zU0mkv$@2IIAi%KEr0x5wdfP}N#R!pTf8l>0oXgbbdc9XXP+4($D2jAlPwynErB6KUL${ibb^J^9o)!2eEhBim$<+3lFOVhWcZB zyP_V@S!)sfL8cWCTKm~xNge~T^bNNZhQ7v~{0Gq@cisKNG!!v2*&RTmrTK!2-d?Ct zA*bzxm&BHH67RWeU&1$eBo2`f#slM%>__;!m%k#GJRsd*WFbHRHP+eHi)L z9p=7*l^#2$F~xh5=U`2Kkr{Gw;Eo6JK@>I#LMVkPooh z9i%hk*c8xJT2ulNsGQU$Qn}4^oBa=rbGdfj`cXq6nnuc8;x6RpU2<_&Wx`&hW3k!@ zE)9jmcj&YQHTa`ymiUf)1#lXzCyl(Gn3G0yWR@u9teL<$*`J3$%ZG5Zyjp86+K$u{ zYnMKQn_SvMPJw>?`GKF16;UMx6qdT;~`i?GfzeANU~_<2XZ%Swk?UzS@H z$JPUQHF%n--oxGIo{}{j8Gz@Fza?L)mxGUR+0wj{&P(eae(Yk7R4txkV`TM($A!IX zsgcK#W0 R3&R>#mnDZLs9jzkb&G!+e2H7YnJF+kY-&V9oOew0V9&BGVeX}k7MXgk@nw10ro6)ESo=i!R?E6xoAomt<9I9;ZQ zYkwXj{-N-w`UE8NYE2uuVmam9_PE0=*m<6Za&G(82X{V4Z4BYce4 z{aB*Ll~YxeX*Xl!8G2h=D`ncf=5~nGaLcKbX?MF=bQWLAFv_%BC}kAG*lr;e+TDME z`K-YaqN#INQli}onyIi@+ilTID#4a&Lge6Q9QT<4ihIk#PE6ivWHXT^YW+Z`PB?S$?zm?_DAlO>#k zn89l=jcStfVHyq-oyDQr1h#tco2SUnIke}p8+w;s}_o{?QSb)l% zCXeU1b&9{Zd^Qs1p>h%Aa+ua>+-3oAWqA-2g@^+oCKcW5cqQzKU*|d2EdvOK^H=+) zkXq?NqInl5pE9ECh0tW+^Y{z)Tx))R^s-Q!0>h@!%-uzb0%Vx*H>KcIlx4`}Wg-2C zWz%hFQqOa`j=zbdoE<_h(>~)UzJ+r8`pc)sQHcYU55Dsf%7I^J%a>fr8K66p-y61S z=E798;dD*X{>!ZE_!z$QDxgU$7^eP9aUk`)hkLQDOF+V`VXP|O0`Q7U+ZTCM1MCyG zJofVO1AR4Nh!pq${(rfb3zq&Y*xsj>Wh&6e8DufVt=F%X254*+TgMbM3Fj#@cu6 zC?8-x_qs)1lhqcHDm;rft$8+AdO}us)b`u5nU&(h;PoKUaZ|?^Kc!|nM{ro_2ly)1I zkB$_3zZlB)Ur=qIHyVPK6L43p<Tw5yk5At(@&T30YU=FW0%*Rb2@eiDJ`CzJ1NPqHc@3L}%~u+Ato0Ak z5X3VZ8Dagj+n{3C#kc_Kx#jPBv5`gTlxTN*8snhOm)vxP2j#JMqx8*U; z8^IW0ZaH0zGVLB2qh7L6@Xw*$#FK?RLHl#dWBXRdCOcB6-9zVB-hMHWdT#l|?!@+8 z1I#T~&B&N=tyv4#He2u|)>{PnZbH1~nL6h5jay=F-+X|dZn_q%cCYL2cue5T#>2Dh zeonjR1RXp33X_H)eTgTFzI4Od^-{XIVRwFW4Z-ga&V5)WKl`xEXg|$fww@40gOU1YUZT%7&2`SHV(x?Ou6(_NB5*T;~Q6 zUJ+40qTcLkv5e<8!e`@En$t%xKn`gi7E11o#pIrM@NSKPk*J&xxm@{htA?J0Y_5pw z&vu;R=bWYL6Y8+mZ^^RE!8)rwHpt>W=ny+Dd33_SXzDr?;yA z_4UuHgogi*IH_hNib0$AzhrR!Oyi*ILB7qmGQ3!!4^GSLT20-DgRbE=$+`O%Lc@Y? zoii=L;Qnsbb%t#XUTD8lwth_+E>+E&FDCpR4^rm|srvQ-3gVa=yx-WA$= z2S8g#kJFXY8vt!}_SEr=8vt$H^}o3 za#-ttXzRn|ijF%2tpILfp&wNZJ^#pjNZ)@ynL2IN^(~(Mau8+Oddh<5t`0<|FI5rxsnX=`NqFdRRkg-FHsxF` zdYvz>OO0SYuuML}d95cfE{H=<*EUEVyQ^@KIp*_-NopqP%tN}TVmLH)T-^Oq&gU-A zuM`a}j%V&}wC&}{or$e`%6b3K(om@1%-KnNqpakM{6&;#t5c!GZBQ}X+c3#3mMasB z@B)Z(P)5MnN!-p`wq?uC%)jFme_4urq|aO-){8Z#CI@kOA-@(cIiUKZwM|SE!m20g z%dStV(XDG>ov|yWVtzE`oy4`Iq{kN3M8Pz|1m;}nOGw-Ic>~|sFDgg5R>A-1Wg+$K z-$`6DGVajV8RR>O6E+EkS#GwK)1zTmKiV1d?i=9!f6T0hXa`hj?25^GtJ_605N zV?l|JM&hi=)OQlM7lX0O{j<5w0Vk{H>JzJa9`QzTts?jpFN?V&tgOjl2?)ondgU&C z5w8$f^68EEUAR80{YeXNALzWs4m=iU$9c9~m!7jV19y5~02?mD3YT(cd?j4r!>0657wT>Ynf} z*uP$$12QzhW!DebtL1<@QXEFxNLpUab+=q)vl5t$%F$`0atCi`<+QwJ$8%6QjQd16 zWCk0&_*Mtk_@giH8Z`$7jX?wlWpTxU5IIK4mpWJ=;36>CdpO)hcNMrxzN$_vdgfDe?r^AeH<&H}ryljNksN62tF1Ww3ci|3@m@?JBXwN#lVf&oV z!&d3wuCLnfoILsthqsa|GPC;N+FCdD5if%A#U5ci&xUp3d6vF9^xWUwhN8Oa9vP|q zwD)wy`w@5JsMB6|F9(y0C6s8d(|bk(go_2+XZlm8y_p`HV~r*+fKnvFjoFb$xNi*i z-Oe)fr@S)jule52^~@)1E@FKKGNbx)n~nCp>ok%4b7(K2K{)q=liPewFd$w%hC1zS z&ihhpkaLuBZnLOqnP|-bbDLL08|}AY)80fA!!dK7i9o7>QPz{!wakFSCYgck6IWbl z1#4-&-*cPSKFi*{?_YKjj~J%@*zgE1i1lP$5MS7dUwGPK<(v4YUPec42$Ow8e ze~1bu%sXx^-Bf=PV$cjg{eR6I#NN(&2V+cldQ<&Epk?}BbCB~d zy@xylFutR=_G#e>U?6f>Il0^`tMgyVy05{?@5QmLx7A!W4AMS25B3y{v$~xhGxH(+ zA9Cc(X6)F5>aK^bQQlKO?s~$|xQ}^o?jPmZaP8nk^b7lIK}**(z@VjLEO*)DKqF$D zVv%RKY#2n7(Wafug=2bK@w9Jwkb;&+wHZMAIhd?g9_Td=2N8g#IWuXyA8sWy~t77Str*-W`h!1Uj3T^Gf-)_6%Hf z@sbXqupV5}xOn#R_)^@jYL4s@UT+YYc&Kra-c{)6J-*X9y8~Lcx|q>LtZyodl5r=C&)Tp9|o?SdrDOaH?;6n?vXdO6kq&tLzJ?$Z;R)8|f00aY~c6rInd zq0oL%>+1#M`-&=VL2+OxN&Fo9YKW8GPa_DMyL)RKj7H@~lgkZd-A$VQEEUv{;xPKE zf74KyOxq{8TUKZ`h`s9m9br6jzOmx1UJ^hmw^V%Z)Qhw%FhT|d zwk-IUG}Q2e9+NFD>4RUAqfp}rU+8)sSUShc8*XPjFRfaZj5|zEm43Rm{y$@jo0^w} z%H{9eYk}9u)Q0SFw}F(^yB0ZiM8PGWiH5aT>tMX-`zFEQ5S&LYDZM8A0sj2l!9iQk z=KSUwimI1|Oz?i%{<$V3?%YIj+KvpY{&TzcY?Rlt9sq6k(|Gw*dH}TDOix7Lc>uJ1 z#s5Ux+j9|{g>wsN#6%$!EP6ki13s%?eQ~x}<0?j(wwrDkld|l!24&jrbdqOi*~ebW zwB2focK03Uqm*fT6GQlPWqAu_+U{@lLVWSGGRm}l@YP2bZ|r(AAle>al&Q2o(FmWU z(&#cX${SA~k1u>4?uo0qpPYZ^Lgs%o#rKhYVQ+};(uurqrjnVvZ}$qA&GU-4Z0S2Z z;>7Vq!}PzwV$;%E{kI*=C;_>g3O2*KwA;u3!ym`85O1QNwl{aU>a@LSa=6d#=t-1md#cFe9Tkc^ zlxaK7z}9?s+Z@WYUBY>)u>VwT%CwyouHrA2uR)o%v&NXrIBje|nYJ6`<%ir6olBXv z3z;n`a@(mynYLptH=Ht^Whm43Zkm~JOSRU3Xge)IdA-iGNam*0r%K^IN10LPS(3dj zo=h1lHAxN~H?nMB#ktyj{hA(b70ygLb-{)6dZu*MRt`0Ps-!BDmXXYKoR(H4elL~j zJw4EdL)&SOh2l7$E4WTS9rz@cDNyVBf+HtrwleGYr|rLL!w_)*R7066l|!rSio;g|=@RyM1r{bFshtdPpJhMJ)5gw2FBgP|Lf4h_t~5)I=nL6Z>jNmD9mdBnGo z{$anxy-zMNZrC3RX{wlkS@$U;73>l;qUAM`mnU~S$YZva7v-JU-yFGC+aPoaD$(*P zf4;LenmMSn;`p@jElXhD4Vinl=}2N$9CfW>&)Ip9PGd) z`1x%YTb###@AWvpsv!_-oERMa=VoWFyTJ^5vy*fOCxlwpzElvSnMX{QcI~ktJvSSX zQvmjP+ryp}-*A0t1JN^yYOt^D^R~%mUjAfPgJMk^2%CY(>53#t5WBGtxYazMb^G zTbKjv76CbtGtpxeCzNpo?{=DKnMmq-2Tc#eKZ=6VZXCmU!gVcllRy&YAD@&ezxZqoG zf@_CrqS{2{6aC$lV{Srqa7!qB!r>h8MNS2L$xp;$gq*M!qI%+D80I zklvcI;!1o=c-it2BVHEoJ`d@d`Sp0)i3K)p``6)Kn{DySC0Fs~P7m9#`!#=g6CKxql~Z@%1#D=A-984E0t5xYxrFBahSBx{Kc6j(7ZDxVA7r z3>`Vc$w!W*s)^V3jvbU|)cr-a;{%%*AcU63SI89yAqFG++P{-_X=m~KK&e9b=k^Zd z-jVA||F;LGQ{PFuv$1M|r^|J)M=FA`%(yfZVpH_*r0qCP+jxrv6C9C_#d5fJ(njQH z`|p*)()SG0?8*YJovq0mOiz5f3ayEY(?c*=3KNHX$D>Q zu^$W#Rx6y6p9_zOg;^Z=_2fHgn~&%3irA9`NW0mBa-{WqI{B1eX?iZ)LCc#J{!1Ea zUhKwq!Ik>(=D|0XJbg0+IVFu(d1eMYGhY~va_YkS)=rgB)rf;MV|=0enluP_TfEYP z#$J~_%GKNQ{$0E^>h5J7hoiXEn@4v90svz`ghVk*TQ>fgdmMF zZGKSVxvV|BlQM07c^AXCM*4C^qJNCTpf(M!aT&Zlk;!*(<{QeiS)}=3*pS3qlxg#n za++^xO2dF?^HAjm`%mdcc=VtogQe%ZafeZ^gFZ!i;%+xKTQ2TS|J%DFl&0>(Ny<7j z9*{qO$0xl=7oKQ8I8?0s4*#N?w94VYXAqG+QiE-4XU@z?H$DYG-<0;c-)(!s4t7<>1#t|xkGyIm3pT~@?s<0n=ZU$xAyzRt`M@Ans zDAVTh4%1ENb=4`;X1cpcLLkoy%Cy;XOx?TjXXPo=W{e^ET-SL4W!fynJJq?%UWzhp zHrO!gVP%xYfN1ko)+OGdcOsY~K|{U!6#baXE__^a>5d2UY2$Wr4jn$UnNOQ@-5%!n zFm>xmX4P@0&79ZXVRu(>sBzuU!;*n+iOdU|UQO3}dWktLYN8^CHebvNKgju9(nD{3 z>9ljq%%_`gapb;+g#`Y2w3*P??5or!x7#qaU0K*okeoIn%!KZxQ4LQ#Cftx769_iw zdCWHC=SEvb@cN9t4q@3CPcmI<6>%sdIKpH(aS~{Dwp2W`~wiNpg%Y2FEFLX{hR2Ua_~8{FYS=u zF7S02j3?E}(~deQ1s!{`6ONp=cr-q#9wtU-EP2#KyY$3b=q7Tb4%81i4B}Y;wf}p^7xH~`OE2A`MZH1oeDwZ@f6Ms zqW5f2L&Z2Vh=?rzml^A{tm_jj+2|dzEjfggHX}2Sad)Wlp7-0h)=qkkPz^y3#RDZRBD>!0_RvqSgGX~phm3% zPm6m5y%(1r8**(Jt@!22wpQJ>c<=UzUcs<>Tx`tE?Q`t%{xA)J+~|JVd`D;7a@>nL zZ8nn~CRk8Pi8lA2+q~7f?M~@2>a^LtDZl>S5bEbP^E~(z@KxA@izSgoB#D7crXdh# zra!kiYklrb#>aH7T`Gz15pfV?2DT>zjHi7nH%1 z9m5uq$`S2D;$rN##ArWi2%_HX5BqnrZu-C)8?~G|ZQih2_WrsTEXo<38*NuqKJN$t zKcd2%tCZC*X^5EI2`-mkY2mg-7u@;wiNY8+{rxT99x>}X#S2~p-UC6iB}W7mzvnjl z3Z3@kIq-AZTp1K0TA()y$A+0UA9~vZV_z>_KGgZ{9~K8e*$Rfqu(q%43)?W3oHipJ zWNBx&mgeU7`S25mEUpnv&`?4XAtR7=xIPgunz_-rkO%6>N+`}x|MH0bamN1IO!v+G zQI4n=VG|%T!HHGT203fmhO*Q$xgv>V<&|Ea`(a*dI*dbZ7=|q(Z67UOe%tg;2QG^H zUo;Bw%a(Ra^=VV%tJLlfX22G72kfj8F4~O7zc6ez&8&Kqhf3vt)4xypgjbwE^aiz%>*A(p*$pLYq)%{l`()($d zdiVy7T)i~4-CG|eBa)QpAl-9^~s6}k1mwOG{`>?TKj6Q<%*eSFbTfPRm5JZLuXyN}R~_xa=UfiCtr~Lk57SUcJOgtI zOn^1M3ye)4lhbBoWYL=rRN|qR-nXxH^Mr78Du!SAxAicVx&F7H)c!@)jJ4MXKr1V6 z>gnfz^gl+b2I)w(8CLSrzAT<={ms86zKAR5Hk5w|!QBqF zsalu6mS%4GjK5x`zVpugMmWKDd%BzAcKoPhk^HUt1bm02 zyHaf4t3S-kB4#Fg0QA#l#b@z)4m>}n%|F^iY&iwd1$W_q^7(c1{|jv<8>yU;$NBrw zh9YJV;oc)NQQ;PQ*M{ud2V+VHK&d^3Z%eEk0HubXP-?>FBH}RU{p92}PkX%Rx?WTt zW!k*8dgAGnEh?00bKmQXBa%98lxee}<-=Ewf=9S)MB=^^8j;W-{e8x!&6=N7JU`JI zDAVTLDSfvOM-@`0&0ZzA@Y>C<21J{m@!Lgb;6`|3_k7XPIB&dv;IaRKr$M-B);rzpM}za5d}$@7FPf>0+%+>rBhg zyKI)TtaaL!7WVberp?UOT8p*iYLsd7;l{oO`rF}@X|t4p+MJrY=wK*cFJ;=ySR0dcY{xXpw7Gy+z&*oWoic5f zlir?wDNBhmZDzOxt(b97hdON@+p|{S?R3htS?iqXE#Db)DbwblW%ra_3nx&f&A$F) z_1@f58yIblscBeqFq{dyET^Wrc{8o26?gJ=9%R~n*e%SV!!`167jdp?PAls+hJ`S1 zPf^*xd9AI^l;=?66-o=_Wa#IaI`MuL^mQpr#aKrk4sD+C(QiHH^PIIxuqKnid^>ba zHb+i*^|vj59&JYA9hmLWCMa@#|M6~1B=uIfEk(Q)zXrf|mSFXP|Bl@kC)Gg%0v_mnwKey*p-~fv1QZ)=Dln1$gz3T+9BO z0sU2~1lO8gq@Gezbxt(*DR<4UI$Z*xe*}=6Nv-|Obp4HbsPFjlT(Cgp=qA4uDK6RKf6`^U23!>V zDu6$d2HwW|nkrU?aB0}BRp%~+f{Ogu4@El!Xitv4+O&RbJifnKvvQ2>Q@qP(CCl$w zHJHdJU~d?AAr$TrU*vR0bnL&y zVT9(hck*Eq|#_u*kL_Q$eYC#zacA+a~n8+KWacSIW0}gCE80baZ&hRiNmC%@IK8pR)%!3 zH%=|`>NuRb=&l_(pS{{&_~Nst4{!_5wW{4BFTvnV63%kY#yiB*_w_BTgZ5qvp)sr4 zahJh$3pHQwfV1CH1l1(A!n0Eo*KXb42Ac|&-8)j70UmRY9gtjE2y2vIE)zQ{X)m?#B_kZ_U2loPqz{clp7B*OmkLfvoj2|- zl!fgc6jIy%cYNmIw}qPLj{KZ?C{p53^yA$YOb` zxC1O}TJIykM^3wu$SQ*&@fvcsi=S3`yc!-#AzinXdj}_!4fM#>StxARQ?WGh_Xmm(%VtYAS8%%5~b!b%B&^n9z0O zny%WpQ(pJ+*Ind3Pl$Nr6E+N@;aQz^br5iS-rQv~u0Sff!%=GLzu7Pf>&)sPP$X>5 z5!-CIjl#vy%cM5UP#fSIr<@I5s2m@;TOIdiKwB!t5)n+`bNjd+b z(?|TKqxa#k5w0MYe8Qykf-R_PNPQDr7!Nt({uqz+8+^_NfyG;LE`p)w(lHsWPhtHg z7s-aZ?SELL7>PFoyeI67ywfF1E`*<4&c3CPQGD3TZ!t z^bDUpd|v_Oz2dxzKC;&&-sbXl2^)#fOvsbavh~YLI4u|D`grhV5JcNImO)z2ZQ7%} zv)*y9{~>##4ekjzEt`1>z7PY0bGN%=en~^s?ml8`lco>LHLZ!4lnw|KcOMn12Ue6bs8E9(>|$oEyk15esdd&YSsZUGuf@~r`@@W z`HHmqHjqY&k%`)$TYV}$;wIcch)DaKt~@yb_k^-;A1Yp{z72gcWs{#uL(DSd_t$H^A6`7W_j!Ao=;$Y-iLY5qMf;8U2f)( z@OOB#CX?sR&Oe=YcSUKxnxmscnRcspdNd_z@lmGTjDn#r+dq|1rricpg#Bf^Sk!5E zy~Uj)vCk;e?%eSw+`YU-DAR5y=L-g6p52sbw~&WPlU$w*W!jy3Eb+dIf--g5U6F3n zBfpR`?Vb{|#kej_i!$vlzq)9h*GO5)v|F=z-5IO#3Y2NL(?ZRzLRB%!v^#P1>OFqn zlm|q+!}I-nQ@u_yTg+C}jyd7Q-06R~v~=wOrpfN+;T$@BGQUBAbM4WfJvja@m^m)Z z!ie*_HMl~UL#^G9Xl@FQien}>xOX!?sr=F`8Kra5au2 z=e_Z({+~~~w~yPF_3R!w?MB>wR_^XbnCu%?^=3RJ+U?X7G==v1wzcPpwP)Z7Lapg7 zeCQ~%9WAJ@h@mNvHIh6P$wRu{a1aiI1uu&5dVs=ARBlfUrF&2h@lT% zIyvoDZxk<&o|(txO_144qY6%@HLgqnVYECU=fAzIpV4mr376K1V*huvJ1A*=XqN(Y z+Pz@NsS$C{snhO;om*u-&i?PT`(zRCUw6wP+d;}fMh`m@>M+$O)F@O=k4FzRX8QPh zS57R}fKXnIm~nTe!qE5W!4BsQVBd1a@{@W2P;z*b`|Q|e(0-imoY;L1*L}Nl(wNg- zVC%Z(*u#TWxY+Z-F7q=O;M(5nrdc+EHbd}{`BCLa(5z|WmD&CZw^;n{{$1>M$KJo{ z?hyVg8YlQXxdD6yOqHCp$+0)$?zB%yc?4tnRMXrGonRNbFh=QL7sjw^7t7F2UpgjT zE))X83BQOlM=gCx&HBj?)~?Gsz<{U7oW|%|N#!P{oXF@6^#cXe9iV$~sS2ch3a8lZ zyP8p|o59|&%zpOw0_hn=q~!%kScHB#b&@O5iA+`K^Gto!HFGoAAmw4{MO>-^>AzG{ z=?2&*Z}Qp3$nevi358o<+WpyPE&R ztGE2Lu{RFRv%Ys2@>b?9y}q>x#->Jm%(>Y7n}=+FRYMSg5M+e)V`ts8%*k_(P{+>T zaCxe1JSFV>*OuOU&)Cher;eS2O)u6r4`560(sNOEt;Pf0(p!`=b~ZX+R=<1bpM#wd z4bh)uU1u;lt8Wu^>^z6D7hA=5lQL}cKgoC}CLB7TBx^UVaG&KxTKKV*Yr@8S6a^Pm z&9=HP_n4ad%1dmjtMHFj8lU!_dH;7{3Bl5Q!jSHq|IjGmJ?!vE zRVy_r{mnH5)unUDv(j?pu6v*{%W#Fxn;6oNDKb(NlA2ghq80G6V{#VPqDR6sAT$vX zwCAY)gQFjU+uowj0_oR4hVusTM<-83EVyM~F6DNGYfEUdXLHUL?{9)%vS1QXR{vF< z%Z5NrjIb?@U?$_gz|rp#sGxH6m88!+I=^AnW2QFcrE}p-^W?PMDX{1t<>~!xLl7ZM z;=Z!K#xkDY2+f^!mOY1JKn_WI#zMK1tdV|qGEy&xUAfnGuP}>&k*J&xd9rlZ=d+88 zj$Pw|WMuu|T;P^gqY(pxkn-prC0y8<2-&jRS1YG1LlZvHcXsvpEUrbzWaUXr$URbG z5lMNxoXQVs@-R$>F=#(v3w~;|px8M-b}|2kG2`*%rTM<`Lz8fk7|BO{j`{e}J(3J- z(M}jW-`1*mQ5$Y|X?>;s2VZz5f2=p?emCsKmodT)XX7siPmU>Drw9-B?HLg`^Ci>F z@-SbDz&kwnMf72rs?Bh(xb^FXw=AeN^8I$A@I5|1YKW9Gz5O?bI#e|jGQt)3Oy0oE ztE)}uN#xiWk*hti;WaQY2U~%d1lWs=I4qaj%R%JYkMg{R%-7|!#f=g`9Fe03kk5>Y zil~*hrX;{u#H+#%k;_dP={{V1cpevCC2Tr^E+R7+OLwS%ZpBrNF*!`wh>ld238{w4 zelmKP^m7*FBj7P>Gx3|o5nMQz|3Bpu8VapWtT;xi=#{roxq5{w>6r+i5HlX>hoEs& z-+_=fb9s(x66I|Y%12Dua?1EH<(dCiy#u(8c_E%)1a?OIVOr!>kX>W>)voF?*J4{T z4K=(Yc){a2L6p5sq5B_?Zj$%oYTvIc?iITpX};u~J|yqd5?x)n9PS>Q+ z5j9)t4e~qm>T&BY(0w9P^48GHxR^qG(cWWcamQixV%M{}@U-6P+cV<}Airj!_#U%r z7;PY`rP%%vialS>vdM12X{rwr`-X4EqYg=GiD!1hw5=@?lc#n5<~9^nFN>I&>=DzC zokK6otX}>0=h*p2n}{vfpJZ)0EVI)2zhGywkweTd)MjD7MM9JzU1H#Vw)!Ls;ZyVwE zZy#4Li}{{py)DAl{&R#UzT@!yr>DC!{`Rt3wN8#XrTIxcI?ZFc_Fyd-x!U*Bk+JXa z1H2c;d<0HdbI3Vo&;P%(v8&^Y^trG%mH$6Gb+>!lml*dOm z=HPc_d>l+H&3AJ;=V}+;c(HU_5cAnY=VhGN!;Bk0aIT|=c-TK_ILFMPKT|zgn!wC` z9+Ses%3+!JCvmPI?^IwZ7Rl^N5DDdc|Iw?@3co*grs`!O&m@*gekG(|vX~){lVfK@ zu3X}HC0Hvi6M1tq5^Pa#DV^KPLgb_}_Ey5%Io955cSpi%R4$3!TXLQIb%wW9B&{0AA6S5hOBrKIV<@hh!93s|8*{@m*x26-nbNn zILZh1uvprM?pHf90Af%{7?hij?ck6soMZ#1}+&;o~f`+|l9rhz0;aQ_uZ z>-nwjio!VUWUkF1$!zS!$)@@1I&N@zXTRcQwM0t38T*nNpFlw-OlHD0(ecnZPJU+ndLSrsy!7(%kn1U zOWweaht{8N_ztBp8a%DDH%+9?IW$KxlhbaZY3wVb6#oQAie}I!-_eC8IpmYw|C)Z_#A3@;Km3-asY(M8 zRF0o~aj1-K&+?>s$}kF%qYopOGoK(W6KGh7ah=>biwSdOAtIn znuoErkj{)TLLIkti=8M(R!s(p4IZu+47q4|bo;*})r41v^j|rr|5^p2c8Il{glMDz znCdSa!}6bUe$+I??-O1Y@tXbh{&bbZ@=9I*2PYv4El-)eyhh*JM!lv>;EJ}7wSn}0 z3YZ;y`^YVXE4|`p8UtMqBUmu_nMle)*j7FNg`<%QUUDE&Y5wcUcum{NkK>k>DPR7ge&lZZWG^7nXgHxd+y##4WD1eNVCua29zm*7xVMyQpub)4EBrc$e2R zwQloHJUY8lVqwm$-&{jb^>T=q{a-g+hIP#kACXi^iFWsIxvegGdF!K1nOs)nkC9zu z1_{wFH^ZEVqEF0qGbwKoE%+tA(m_0ni?xthtt{G-p>k%2NWC25naRE{{%3^G(-f z#t#~O+NWPL0e|%wG;xz%_>oYJVy5y3D6ikL5w|JE6P^@j9dqc!Tjq7GtPuO%ldP%Q zFvK&MJuZW$YYl>|{W6~UC&+0xV(lsnE?1y^6tPmhe;^bVAwP&cjpRzQM&z8@%w=dJ z_YGHx*&YH5P`Ro|Qfn7)GTB}^KLp+o#u#T}#hoFQn>YJJqK`o^tUx9rhOH)*`|IoT zNmCe+pH+~~xC5_pfdC4v5o@1M}8719VzO=uj%Hd0t^T@EY#<~WL%OGJq3_jXukhK(bu0?ff3(HlK7i{)*Q+%=*TI@F z;yCgJaisN}UYWt8f4m4rqJbYLI;ou2y2<&|R%gQ+;s$ccOJw|XeGKa5^aLMFP3>F- zPj#m#-}E>N8(Q+}Mi~0Roa9@z)|(pORl=C9^g)xsYd;kQP)kNObnjYreH>{FsW@lKxN2hN+m zZ{^+J*X)0EjMf`Vb@r-noNqSb{c25+aWQILIrJTVRMxX`q1y*YVKI8jecmx+MOHYy z4|<13g`1U6`r~P{`Rd6PQ{?7Srp;mL2c5O*Fv_%<5gGW&ypKhhHq)NW_4ZzHg)(if z#e51D^gf_Wn-dc^`S8gKP^Qf+A#){GLNjIBT)yzY4%XKRlxeeSa=`P4Jo6~i<~5?{ zVrWwoDAQ&}*A3e(gVib1=G3n>v6J|uDAVRlgBzIlg=v&&^WuiZA!nk5Dbr@lF^>+e z=$tno+U#VXRsD(Q1oNA2RVs(b_8kXZQ^;vEDt9!z3zvFa76F zpL?@A;#tW41|wRu9`-M>E6cPx0@qNh{2IAcp1DXTc$=p)$chn#v9Gc@q*n43{Z~&; z9*Krf)T=Ux=E^!i>d9I%>@MtY;48N;%7S{NIE+rd$y#=AbH?5|H@Vgjli5s{Htfjp z8<)p-#nrs>INZNrzJV1atKdn10y%hB?dn$%{i z0a?BKh`WGeB^^!QsL*{!P$b0wFf7rg2t7jk;Zl(fxpku zVe-;C=z03o%D2`T-_f?(LQzhbCa3#R=}_!W{8GZbj}C!_cxuGZ{TkbU_pO|$Mrw(X z!M-YB4?n>{r>mbv+;Jw&OG0LlPzs+IP5=03nvNQ!1EdXN*>WYyPjwzWvVxrHNKKxS zQ`>?YADC%FtsonfdqOUU(G@4}IP{6@ut{RT5sCxZ<^fYk4}@6fAkq7GJ)jYtLQV%s zM>N(n!|hg-3gt-cIY#kg{#^&50WHtq;NP?tx&OqC>p!qsEd9VuzSAeT4y-07BH^_l z46ps2emx|Qu{zjmnn?M;YV-8FmT98NaGIzE=Stf|dSCdet77+RAK;4Y6B>vh2*j21 zvx!A_a3vwad@{fLS1Zg-n`UGh`Pgid76x9lW6ix+*Kf3KtHPSyK zwQ6@wc-WgkpMO72QDNjf{F0lG%;ud7Kz9BldBv}nAu5_jwa1sA*82700~PZC{BroR zS+R4!!mHKksWq=(;mcPCF5Drs8@A3`YOZLP40r5v>%6B{0R6Vi#G`2)FiSx6YLb&F z9xOF?glR$3yVR0Cw!}@9Sthd&N%5>_qS;F;>l1m~b+T5R8?fFV5kiLaF zZ9a8HVWPtTa;u$Bo>Y|II?&weag=kbU85pYYQO%u2UrhVw%$l!Ep^&l={|1WYzgYQ z)#t6o`v=wz>;UVeGfpi>Dzxy&Q;%L8y?!(-3m3Z0x{=Q`amWu+T~URVxDdVv7Ti@2?gY| z8Ifxrx3L9is&*gS6=I+n%_MZ;UQ>(6l^3mVfy|{XryVPz;V2?U*CwZxhPyRJ<>Arb zhstS@%VBcDAC7*R!(~(aXu}}SPP(N{C2pgd7(?BS zJpB^1&$)RIK2U<6eG_7A(CUk`=C|L*O4IS`Ee}I`gdX9e*Drcg{(_%1evy*Jl$Pzd z{NNt_%vBE{h$XatPYeF%YN-C)>TWy1&)Xi7({5yd^l$0CHvH@5(bmE6kEL**L%B2* zGUEDa_q!ZhWyi|npoaV))=j>d|K_gu3j1GD-_m>WPiQwWp@}#U^6bVw9=ryBO~7_l z#0KQNMLNR&lB0g4*w5sCw4sm**H71XJa$vFyz`ceuK#F5A#(j&h%dU)pj!KOI%T@P zvgPdiK?P3+NY}Y@xrzHuJjsxH_S5yo^+KES%{2ed=(MzrEG!C?V0O@?&INqNe& zU0u-nB#ir_8h|pX0Gvxh5qF<`ZFgcHL9#OrG3{E8FfuLoFkR1MA&h>r1=-Gp`qfF&B)(beV zUv0mAmvfy^%C8@DGlrSGsd@L>p>fPNx7ONmX!_pa*6%o<+wK}O`Ak4KGvGbVh4b2` z?eG`Qm9yUY_syK7>g6HEYpP{NJ(#P%T+?`*oVFu!SY~=XSS@Ub_Iq;%g3&F$ON#$Z zLk0QDInhFo+n)Yddj^i9a>e9ZgS*u7CJ8+`1A(Yq5xE@ghIydq?ro%TD8!^o&ArC9 zpkeBD!Py~Pa%6D~LL(!#07p5)K;?e4p%9ytm15Tc>Yaig`uNYod$d4u(x9 z!Dub!gYsAsK{zd{A}QHB8x}12n$@S@j?4QQ7nbjP4~?$iCOb#_nB9(N)>6wU=XOU`Jh##ts|G@H z$S?AdQ~Me7Wj7S9qMqB`UrPC8t_;i{y*wn&MxVBQ8Fczpxk|4Nf@-9i7)HKxxy~_rG;TgYWYvpN zW%wzPJ;RSp9ZXX!Kc=$T$sgCd$^W8*)rR{;Yps43dmP_;r$?bme+M`QMXgnz+zV?R zv9B#T+hJ}UPfzmBM%b?tS?Z$sr{{K0Y&;kZ5!7k>i1#BCcQGl^_Ws=NZ*wzB57MdA zc4hS=*BJxI?e^X`>qEkeg9AK3yNN54l874-GZxV-{kh#|uNLm5jsA0UyK9zQOT6tv zowobBTTig!ImTtfkZR5|a}UJ6A6Ra8jQ#14u4P*IXA6mw9fwB4d=JZHF)t=lVT^>~ zs`zr4)%u!EB$E)Xd{m( zOFO%@G?{X-lgjbrv>l~xGgP=vCv|dYYdnn za`Y5(YVMo)QqW;b3>YJF*adPq)>@zNO2f@ubofUbf{0Z9b$?`7nA2Tj#YgL@(`c!z zkQW6NTq_jGW&$?&xbxeZCI1M#W7z1wZ3yB%5?785!O87*pSk|_kv-`ki*zi8E%{e3 zr={-z&A-WI>jOsc05vD|NO(2h?6IdV?B!ySKYBSo_QT90YJ4Km8C(Zilig1z$&4#q zZ?m{|Bqx*GCM3guHrbV{p1+dYt-F3((CMv-%u{ouV*ej^XC7A5_dWibq$GqSa|)G| zD4}UxBuOYTYmiW)QXzz^45dM%CQV90rFrC@+Z;k6%8;Z|8dNGn;dk%#Iqc8-ynT+- z?|HtDr~Yu+OlfUS`qbdSxhv1mHIWL7~k?q*T)*(86h3=(IAb; z(fr8etjs(cJx`=U#joVp{ug@)v>hp5O`}j9L@nKOVk(0LQK+1W8EHOc45qi(Y`G1K zP&tM!sa)i_r?<0)r@)^7lG{SiP{_x^#_XMUp-sCsu9}nx4Tv#CD~?wuM&b zAjiop*o*uijkc9EpIx~X>iI)62p4^mjeNCH>$*LjKOopJc>lmP6QY4@f-{BbGu1b| zlGjUsBWU@$B1rS;CqJWgLtimL(~#x!WTEt6&F*-xMboSMy)QY+vZihck_g(Y2kIAM z%FVksVO2K#iQzuo8e#Xw6yDl!0nP@9cNX$I!Cu*ZeebB8g$-5C`f>&v!cs`n;SpA5 zVe%DC<`cqPfk*$4K8VPtOwu& z0@)GdyhR$xTyVa7h0dORk|;{J2tsH^O&IiluCkDgNG|f^Xat3AkJWWF5P_F z*QK$zs_68CG7ZSemDU+w`VI^Idd6Vgm~K$?UFKXi@hwwzyzGOeZq3-IB?;U14tU!A z^u*E77M2WU+AStA?qbjTPn2o5iM0y%-S>!^I7hY4<0i)%)U3jHXPxPc;WbZk{4bnRe3^6tC}?D@B=hGcL|L z_x$*L%CuX-?skCp#Br2q_Z`)J&nlC|DbsGflxN20N(Cs>Zu_9GrPa!_`$fC6THe-Q zQ}<*Bt$ur}8T zJpXPRhUzK{pG!G*gE^K6>pWh`Ke8jI-H2Qbi+vtb)!b0rdCCRQkio4I_A~r{uCf@D zwzNU5r^d&tLH;lUkz@Ffvm{C75ejmX{o#u=lHM_Lxr5PiJ$Dr_kVV93jAevX7E->l z%f}NzQr{>yufB+KEJDU={ujBUPY}-TlG%2H>{M!4EAt5Z7P!rWuRc%@S628FIFcNe zBm6NQw2=bPydnszEL1N2Lpe;39BCpD6bo+<%ujOZ;iy*6bvA}(PBldat>oY!=8^FtgEI+@XFnIDlYWB#- z_3(~qUpC0&K3tRC^>N-eVS1~up@#VWX6W)a9cq?#6kBoqT=9`j9@tsd{K|7dIhfuT zSCNGmnlSa9A#?AlxPZxVNB(^=jj(!4--69w(*~G^LiT}ZIqZEPo{qI+Pg+u^-Mz>6 z$Y;IRhR=w`U^o&r6w)ENk<2fjcl*30Qw_$Wazf;q=HZiJ`N|e5Acn}%{y>hK{;3TF z4^VuyiLaW_5o~832?r&s8)V(iLk&^@8jU>q#bNzq39t*z zCu1|I#`y8|76Kdm=ROeH4(8_Gp!W{DYyU5_n=GHo=W><|^-HFF>Odq+T2EKR2l&wX z6#TP&pnZvkGX?G|fo5EpjD@fYrZiJ`9Pf!~n5DOn)+yOi?An@(XWq@{p;ym3R*`hk z6|;|i&?`E*7GAoJ4_jAJjooo&o!uN~1w9VO4M&*8K!D;d_aL4+VEPX~kX)=xpQfI? zK=%7KsBe;L9`xlclxpm?*rnnd-gno;wQS) zX?p|9H^GPhT>4p7qbS{k!4LZ*}Z@!za7nipy~qfmb0qUr*}iFufLKJ2rMa z!Zyu|Oa1K9^>ZIc#_hh*C8yuh_JsNFh1U$GVlrb^9dAC_4Rt<2O6R)4u*&FzvO5Zk^?6rw69X9KzJKT%9 z3AMiN$<4CY!koIF0dFayDOzyrB)saoO zivZVPxXpw7EMps#gHgK473Sw;0^KLG4e)wGevkbY`I%``!L6p=^$~>C=Ra*2+_vPT zv+_U@?2a3C;K1~3aKRJiKDU$FOwHO)@&=E|Camhn%BSsHJH~!#I*j|T^cMWlDr zt(UfNd}hrJn9wl5Y#5|xdHIC-1OJ>`Dyz4W({{Y4vm1^ZN&Tk(5~CHZ=RpS_3Y-@8 zizawIAaXQcwsmjUv|`HjeV(9=%6UbT_PF8+qgRA1aE1c33k#D+Qoj;uWT3k_2u|Tp zj+0MuchdAYU!&1hlg3F#%4ag>QWqRA9=%e)_&TVervk$A36a!){66`3an zqg}1sPG!P#q~NslE2Q~sJ9ucNSalvGqUkYClgdei@nwv#Oa)ndLyS{B8!r7;W1uYS zuvXz~o*q58G*m2OR^u5kFW$07#ppDwb{;M3XYPmD3n@<@msk;WKAIs`Y8dgE$qN$g)}H$D*Y)f7HQaT@lN=v5dx|7meeKO(6Mca~2` z$hL*kXb+PkfwHv$?;( z{f8l0M9>h3rdD`b=>x;>T@G*0S_b}TK4Zztr*XjTM3GmE`cYJ_l6)t1oO_0B$Q3Wb z&3AY^8DkZ@1q&W@0GQ^5U*Z_YO*qNO(xy(!gfR1 zUG-YwU-e0=P5dJbVHMtXK*wP%W;HVMli8&+SjBP4jPaq)*h~APm-|Nb!EniuZ3;8w zS@n;V=|36S`k6$zKE0`i@&^=`~{2zG-(SY#&6|56~4Fmh_sr(VBm90h=Mk znc4RjO8kBuArJ5LP+JNN2fgxd7``P3yuanz}wZcU`(f zn$Jzz??yhUsa1gyK6LVzK6u|(SEn>r6|+xg;&SzK3OiQ z-ihY3jy#{+#x<*mhRjnpMKzKzxkmaFuT&&!HHI?nwplcTp*Lo-x&Yb^!sPAn>G9SF zwRwE%;Yh>M9D_;QZ=pr&=+V;B{i5BY&EM9DU2|i8v1660Pd~!^>^-sUUh95lA>Yd{ z9NPVT<^y34ogR8Zbt&rgBj$p2vnr}e0`asp+~oIUP~DnmT{f~i+1C46MMkYOXN)HgQG5PzrUKCcB68J zn%n8u>@*Hq4!#K5s24&saUTYs6WQsxFlBA%=UCwr``SZb2`U#!?!Dl&wA}dA(-2Tb zId<96)% z)^BfR9AhDB=<~+77llx|;`yhKgY)37NqcjyP7ge%&p9rvu?`mW$A*bC)H>AV%Nl8mphOYzKtP{`y7617eIpL{7Y%UyPn` z+&fWw{tgI3@)#S)VePwx9*3BnC~nOb^>8^&S#L{q{by5st>TkPWr{%W`;!`ls64SEU9bAj$*b9~mMdP6OG9><0J9FM?Ei;)wGgF)$6 zcVYiehqT@As$D$cEA9;mXnL6!eycIieVEgaR4dNSQ-K}&I}doinv2~nG<8UdRK(70 zW)^gH-vZS&kujr>y~H+O$ebAD^8pHUM!zusb^!Dq425}ykKmNJ{GG((t(bo6-q<}) zc@*blloBf{Kd>futz=RHrIFAp#cf$xv7n}BI z-M2LBdu>JxT;J|9ySB*)9HCB|%>(OBW*1Svw>#f1e4J%_|9rbom3cfaDAB|`>}(wN z$BTfT+h(~s$rR@HuPNs}Hk3ooSB;VzLLC^lt=a!L469{|{SV*nbS<0R4r`>a1*evn zmlKuU^iRv5~-X za4VMc@o|wS5VU3D`XJ#fkmS69|1lPm&L#7wH5_TrOrt!+y;B#DOZFN6wS6iZq|IS8mI)^N1pxAtuvExylj^Y3EW2k)d##1E158 zd~!AXp+V2zuNDahX>|4HS3+3j;N|6%BGB0h)Q;t^m^v~HqLI@Aw6)}`#-JG&v|J6( zK^SVwJs`K`maS6UJzJdxL+}dc)Th`*!kJ$5#9Z;p2k`Z{*lGqZ2B$dR$Nv~6r0vi# z_=Y~VJCpJ~@36K+bYjX)u))*fKDYhWWA3(KrF*@jLGBi2n6cVmM|nKtHt+e&td9d;llv!x%bPKuGmdE$U+eyI8|MGR>%hj{ z^(I&s=UY)ps5L56AR4UXkfzKiB4{W?&P(f9Hh8@;|03%X1+BAx z$uSNVk@mQd;FHR4Pe;K!M2>cVTrTm$&P>PI0R(FvAF=p=K~^0#`;!_V&(KDv;cI9UlWzD8BTIh4$%4E<&(_`op&ch(}*)9@(6P`FED}1%Q1!9Qm zqM3LRG!*i2;{GEIV7}sHqmW%1b=%H;qgT&hZ^}N?KZ+Gi*k{6Luz%TyX>Yw(3h!d{ z$ITVJ1tXCH(A2z0`%7fvq7RaS>6Fh_ze%@#tWtjyzT!}nlkvv$f25&eUEW@@x}*nI z_jkIEUao;%E#r6G6s`+%W}fNJ@p1!!Ns&|Zym{&7yS(ph4q{>w_O3Va@vjBUSY|Nps6sZEcp*;H`1|$kJ0MjQI4XoT0dy_ zbL$rqdtU^?8AO%P6i$)$)QvLF;%X-!gA7zI^ABk^t>z{w#_p>G-)>yfu|E^$&~9~y zu;iUWgGgyNt{K^KdUN&+f$#3i6pi$kQl{Op{Oe23uWhGHyN5-*vsit}gEH+7d#Jis z)bI{v+P!!%WoX2KJN$)zwR}46ogwGl5o=M}-?&2@n^lT#u%Cx&cbE1UJp$^KlTiEr$ zoNn19>a=^NV_N6fSjx0p`26b1YhQ{f({Aw=ulG|rd)27YZkr1?m$g5BMVWTnd=I!6 zK3I@4?T%&Z9M1m?X*7L_aD5OLwfV{Ij?v2`QGF_2Nvx{YzmWgkshWTS`?(8=~mREz>0?p&lE0bP4#@fq=nUIf;H z+a9OJvZkRRp!s*tq0T_O+!r_uEE z90;o{WQJiK5%~aDMioR^s%C-ZkBtBLm$ikk%EI@N*k2HzAv&3!r8NHI*vfp$tHEg{ zGg^FKu_!YkwTdCbu~~(Ln2C6K@cPGD7CWDMPic~Ljn4{eB2S(Gbi0a1(=U1xJ#le`-QM&qu9;7Q?fCYPndS) ze1;Tt+U;Rn)z_g)op!eb6x~vkr%t;SW))xV-bS5vt9%J8EKTem?WX(ald>#)gt60Nf=653xD4)`H}F3Ox&KcnZ)90d(sfvg%W$5o zwWK3>`Cyur#%O<7jLOmV2wn%sDznUZOFayK@ZiMUOP;V5S$5O*l1HCN?P)pkaJC!l z{IB%LeZmE5T3))&_JkgEs;l(3+u+!rB=A1GB{yFz=wFa-(j|#kQf913`;86>DbY@8L0MigiMRQq*s<7)W8%OHC)dg`kdPgNtqTO8I z>ZU05ZIf-N)9!;MovPg)bD$8J%owKR?B%&i_T>}q{q(KYGa@|?gY4XLX?No*0iT_0 zkHj=|Bt+~YcpV@%Mf(-^3H08wO;aZ{-=%yzN=?x`>9I4JluzE_*~4wQAFss-8UiU_ zMBMFMac`Q#8Q)_H}=aC@-NoQqs zvo9tx*Iu0+?-~6FOFcbgSGe>q-)gVzk>{(OfA3p8t$2F$4)JN2*gH#ub5FV;>9E$b zz>tCFTaBoG#!ks*5b;T24qHx6yAjR8GP+X)p9US7`(ko997I+*v>f6p2c?$|%m=W9 zX{+BpEt#^t%%B+H1=6s9^1Sd^002ow|hsYZNp+|ihjEd zI^g9e&3L|%IS~Er;=x&&wcr$+lc<>e2`*mK9Gmopm(Hgy$dnSZ$8O0gOK9?chuN{h z^16|4{&E|JD(yyUo*T(r@TG`YoE$mrMl=*RlKBmZ8orI{lp>kaC7(A#!yQJ^%45_c znSVX3N>i|ohA&e17-2uZ=96lu8}q`IuT8o`7>WPXP)PZ>k<6dZP8f6P3r0DTxul1V zfk#^j6G{y$f`h2nO z!=*Qn1M5&ZmI0|;V9^)0m3D`89|l=f*{pD?2H`rXE?0I8L3hNMqKT3FZ~e$#31up8 z#HYvnaxorGq3H=k{*i{VNQ&a?Qd|RWrMU+MD>q;jMuN#2@}nW>-Bg7$^VecGuI?An z-7ttg_)Lzl=bH?yXv(}7X0Lfz%!zXk-X5EWUC?d0RrTg9Y_30}7!NFPnSXD>Bok#i zUeytM67TqIb^OV`zFdKh;h*E-@7^h#}bec%#CDz zs?KK0QWN66;be0ZUfW1dl0Qb1s`9g$b_LI&q$ON*uI=z~n>l$IV2byivUVo!pxGgC>ueiDZkN33L= z;XF^(^tfr7TwtDGp7~^l;YDWtCgE<*`<@cRFLIuiUk#db_Ioi4)^soDyq+EY>?-Fu zFl-3CrST_6L+o^Gg!KEXW(iA^(`LNqu*Jk>uFRm%E!?MS>ly+dko^Y6Vd6dvB3IV2 zX9oR|1mDhgFM{C>g7X+1$lcVdL_?FR6~5< zFy&R;L1j4f*!;~}$p_3(!xrAd8Y`g1Lrq`dnFp8|50`ZNFqpov)3Ms@WhC}VvHMWs z$0}_9>ouXvhCT(>)_eQ+28O|jkEbQF;)c)%@f9Y!HwA&{XPYe!gKM#Ui?x=0nDXc^ zUu96;2f^oRb_09au+O-9Dn*;j?zJI}Acb51Y`Mg5U!TIJti`N-wd-KeETpUO5Ph2w z+k;_T&jOvMD~)Lv&cGK$j7GO6?a^j+E?qsQ=9=a{n7z%#6JwA30IpA@pi;vK2YF3WlKRITsMlqaf`kY|C!H zGb@kVn-21aQ@E<*lv6m2a2^FIpUs`#r%*3)$-^tJm~uYxYW$~WA+sGhax4=kwSUUt z{R7{rMQyU2j`xt-P8;+!$`72-@(F~I_Lpxn_Zls3-U0Gxf;G0Ja!yY-COm&100#IJ z!pXQ^&>!uCghZrRlu0juv9IG!>li3wFZ;CVu>r2w=5FzqCXKCFb;{j&XYZE7(Z)Q7;^MEZMZ4kFAmmha%g3o5>+168-kehSmuo1hs~n_vi3>U2d9KN}pTV z>tGRxo8s=+P@KWEubmFUN^M(y4a{*F?sE(294PO7)kAGm0U=^F*+|&ard~F@?J}7C zS9+TXHVo2!HZNKY=(?5fR`m2pKLMXwUD zIrGenUu3ty;ss~+UNfn~+gTXDhnF@y2AD8 zRTqNbj>;J9*qlb}#>Q36dxie?2vSrv6k;FQFpfH z)T6`wp%D2&nn(!2w;CB4Ht)Ac(mNsw_ySsdAs>|!B9F)&aQo01|4LtQMCICpNHxaj zF&a5yG*4KLbbT6&c-H_j@=bWHN7A`pXKhhOG%V*W()74;?0-<>{!dPu|4t6yhe7g( ze^o&uI3lpaMV?HW(4Sq<3GpVXpv@-mT$vL z3CqFi;gC4>mmDn-BbB2MnIKRZkP4BA7){)a5d8t^FM1LWK0(aF+_Q>C*^SuUsl8OUlrx+jD_>)~LT-to2t>CP6 zDs|dixNm#-A>;o$+MF{;jd|l9b=thUcJ{ID`P6B%Oh0L}+s4=9Zf+Vw*|&Oo(@_n< zGy}@CIeA{=Oqq)H8dM{R%Q$7EX6J`frp;034YZ4IO5Xrp?;~vfkK^ z$?X?yJ}5kYn*Ba~Y{=Ad@3Z%R(dP6GYI~bYoUo)_nrGGztNy7e#-(gIxbMkmII;Z2 zl!C_fP;v0cM5(bCun={*t+#t7(nW>Fcx+tyoT++a=p+tp9{hF9>aqdDl5ov{@62)Z zCMS0Mj#Z}@Z#JDknKm<|wSuy)HmQZ8b6F_)T;|17$zz##g)(jK(s8;zNTgfM6ra>N z1t_>gIwv_?{Qg0z?}b__IwzTvpSUvT%WilYI*2lDc9ARGsu?v&y=fFDga7$!N+O*4 zN3z4E&70EQ5A>*sQNG8T_MIpBZ1zmb_gI&`ciGGn#ZQ?w$2IG`TRd~L`X{6Sw083P z{4_Ol<&~~4YCd>J8F{AdlZA2 zU+tLwe5zd>+8k+Nk}%olBy<1J!{a!#c=*kWhd56)r}ceT&igSfH?(h_$sf#oDk%7h z^S+jzlso5n^iE#c^M#&FC80teofK8>7i-GqS@Q z@#Fvo+jg0H6)$!NGxUBPvmC-I2eHmG73k#<<|FMnCY}0CUWuV8N_O+T`?>xPB}6X5 zJ1UMSaF)TY7slv>=UB_jvV)($yMZxUK4bFxgCc@;XMEUOLOHhDw5S46zWe83C7RyK zoS*wJsFDAlHWc5_ZokKqM|8oJ7?40ia!Zik-GKK4Wc9;-i%6T1RR=3>R|hOwv%%q7 za12aC)0@`+^ho!8wgyk087x z&ZG^MD|#WVB53(u@pg=_Ve7D$8+Ku~;lqXF84d8geAPH@<2+1neVLh~q75j`uBkA5 zH=G^iVLOvFo6#izQ;nUlCN?nf3A>%@EavTioXUBoS@mI< z#Dn&Nwv-3hao!o<4GO!kmdLGNRf6_`xR1ie>C?I)=D?UrhogJpQOx3UN$Em(=()%7 zTItIHVng5!gNy_&?QJp}aklgTb=nKJS9Y_KDA8W7Z}C^VRM%2F>a_QKvFOM#{kXST zaf6HInaF!4R3299qr-f!6BSy)fN5i;^k_kU5OPJ72z9WgcB7Dw5i zM|O_nff+J82+=uz$5zl)Mpoq=^XZ6 zUM9JJ_&EtAFR)niY31)}ufG_}*O0Lgp7DF@H7LIXpQ=DnTdDVdxrU(1Qjj@;-RN@k z<55?P)FjAhFK&adg>1GwcnNp*!<~XhVXy+Fz5jAw5Hja+?}^?tVx(t7Nf z+G;wM9k_cg42%&u#vF3FyN|+GC9>o3PG)EP*PlAUhCu3t;oVvbT2T=zL#~Izyx(_`PfhELUaJt9^=rO!}>#fCTaQ9%5m6U^A>}I*V;!Jt4_A5n_H!!CL(4~7L7GpK42xB|xlV-i$lAf!+`%TzI^|y@DEYha z{4lxx?JzBheS^)Fjx~gRXC9iPR5!<(9nj=tqp4TyLWr6q;9>YtAEFF8#vWZ(2kmX| zt>p(@#^$R>#}7NyjqScswJkZK5{sVEl-4;n4w{CJ`6T+}9-O_FGDxwk8zx6R5#$}y ziS5y`*paL41)-uMldli?hy~sfPVYKA(1QLWT~y%j_Opbl=uEgmv2hAg~ zJDbLxJRood91vASyGcBlf)6pan3qO+DQsT8R+PaGgHSaI>3dZ-NxR-<{wHsF#BWm$ z2y!!dmM_MW4Ebn!`8Nrw3K=5w+w6;`xBK4KvHf}y!bOmLhNqI|bJjzxnQHv@Ad1R~ zlFOO9UL0?flLxLyay0Sn1XYE895tRs@2YFwdBQ&h(DtFxW)oBuvfLBiz9t)vWE+op zxjTliydoRQc>4cbCXvb2M66mnD)cl#h5u7kA^D_9UCe^J^EOJ47QaeaHEvomc2(^Q zqG}||XZ5W_QS&oSgna(actSOlPgh0K)lF;Q-UPouua7IB-r!Vv)ox2nM%FlKUS%`( zWk+f7!Nd?uL8M`9e%BF5(LQ|P&4p+1@$JX%$Dw_Yl6XZ)cUnF?mN;UyVAT^S-Qm%F z_Gl~iw)eV6jp}Ehb@FCamB@fW{OiO+FF$}?z|o0HCLIIJm_p6x6`}1KHbVO?UC#X; z`{F$Yf3kb12`8lXZIRu_)BXkf;_GHy6Cxv@>nyAj_qcxged_r3^rW42ItA46?UCQ$ zTf83l@geu?nK*1QFP;06zWlE{n1X1A#M{q&AOXUddv^;HFf+b^gV#SI$GXmzJC$k6 zVrHy?=O`?xJVUC1moLv=zOi7v#xqo|j9l(V^(K-YokQ|zlkwaK#Q85RG~Z*du~+6- z1JTm|zzyR+Uq^nA{Z2cOX{hp0n3O%mM#BlJhG( zjfK>%4(-C6unw>4LAt)LelF{NWUU=TO2qx|+5?B0wgw7AbFz=?;g@ScU3=wwx!V0$ z?M~ZqJlDq3=kJ^Dn(p4n+@u=j;drMRD?BMTO!LA(flBy@#OEwdm2jM#l?qvxEv!W; zW9Lts*V|kA)KhkH77i_3(CiaM89O_c77jhRqJy%NbLN>enb~_QD2Lc)m><&JoJOOJ zoo}kJ0$S&aQFd}}_eh9pb`zoO zWDZeSaVifga*mw6yuyWj^(7*=g#1wF!%`*p!V6ANJQa~ECO-(Hwj=JL(ry;qLd0kh zy9ui-w0u&W@>Q?eJN+t)aI}kT4*aCHjcL9mkMc&#ZG(Vn9DJVWADdSc2XE2z-jb)6 zH@E2c>XotJiWX$_Wzu{)^o@v75KIOme2U{_+~M~wh3J;?tQn&xY!y_2YOCck&h@*% zZQ6yy{QjmOuzSWsA?0*P^Nt;+BwGz5Cf$&UZ7+n9!|Mh+`3|CYuH_36yYdjErp%vR zuD>7K{XT%!Vk|%p*d?@{#$$`kiGMdY@Kgbo91<066LACnZVfTaJb>s6K8)=c9_G5l zoNbBXJpiv@-0Ef5vqB+zzhQ;W<&e?@a_o%AwHL7EgmvZ&QM6hKBT;McYym+-a2oVK zf9<(gFRU1y`0(;)9TIH%_`xCk3!EQni}@s#18%O9~wTe zko3Ho*y)|NE!oBD_JxCJdM)JX8Jf&*o-#TP^#1evKOW>k+xTj;GA=s#z)Unf-QOQi zAI1(%z;o8me7)<^O)t(|=y^9t1(NJXs=l#S#{9I`rOpyk!k$dqZ)7CxgKgCr`K;jX zLu_H7m!&TBU~`q9os-tHfw9*_CpBLfPFJ|RJ9+)heK2WEk)<>19W0%{ZktBgo}N5`4uW$vZRiE&rMM(pLT~5_T@VHMj3r*m2;<#eeZ6-#Jv0A#{UqLV^NK}a+H7TkzFk+DwHth0hV6X_dS^lmZ_WDUdEp_NUUt5sb(GB~y%Z+9pyZe`0`9uG04j=ks4*$fS5b!wx-&jI+9BGb939x-# zw`BD&BK9SlQ*qUg|Nf8H?LRRaZZjb1)jWkVs8+Zg&@B)Srx6Cj$Sa}anhXCvGFRDz z>Pym#FTK6_er5_Bz!T;?>4v0p** zH^vHYDFeYH*Gj%$Qv$!#(+h3Ix?%Oy!8&QJ7Js>wOZ8v`-gDV4YBF|)E5y{V*7N5l zr;T`zV9V9qkk5i^nR5$S<&hvJi*zA(VkjScWOC9wKlm*eKh!1wZz5h*??wHu_Ijz798SO9xb6~H=3IX)l02^0@s zXXCUKe{za3TQwXjci*~TMrAfQ<0_Q%fshYrK6i&JevU8C1{GAUk^JJ{5i(XiCpTuo z3QjusAARj_H4eI$e`3lN(Q$dJVP?IZU`p#Q5S%)aaqi?gC^k?HYF_FOGaGF_tjKDD z2Te?4DetSm=VSWfjoo`#Us-b7;ea!?GVAGufQx4_x6R8B75Bwp4Ofhr%8BLJEzifA zJ5GItbK&z&)aUL5)2=B;HZ2UoUYt1O`NI13U#_A4^!PX4f$=B1^0`i?ZBHxTCY$`8 zHsbUU>EYs|va2C2)qk+hztBdqIR|fai;DAT`0OlD8Xm5u$R zfAs|VhihtFBO>|a(!bSHr&p#mS^uBWKd#3nV1Kc;`^PMwXR`!knI`dIFx@NmYx zUrwfiaxr7;ik&bCq3$6G^M5&+KD@qe{qt!f;Dp|4iHVc-L7~(sHtx&?2#(paRN#vc zT|uDhdXj7d^N8t|+-+DhcJ_K~>n*Q=vX_r*27J!o3`-8}v#`;6KD});W!jg1v#)67 z=vvCO&%C%sO=)KYW!kstz1-&cJuQ@JpYRL^#pjfiD#EhJS;+)_DKs5&2!&1iZbo1%%4@PVlGaZ_EqkGBb@k*Mw#|K z9;0s;7CMwN?R%_sX{Va#2gdf0yIIp#K9&_Y8|L(nfs;eBt=u`Oe>z;>p;5dTVcs2Ti=oP27Mhwh1$P`$n5kk`*W_#efTAT8gD z0<)!w(h;DIrY9amSmhx3G!fZS13|-zH&pY6z&K>J$#5fv(m~o?*lOKV;LBMkI?5mb zoX}NcF8Qi)Lgra>PZ<{B3@2GTScl&7tD6x3_Go(91^+9Q4!twC8;%c>kX*2a3I2#N zL(@AK3{>hojdr#)veKcETZlurY0+&+`_2fwGfZ6s=F6$G)z+y^}BgD$Fx{*^?P}A5>?J2n?M0 zVSuf2ke*5(p;!-AZ42&R2_~nFh+N|Bx%JTMLF3!0Xboo&hY{LR;;C;QZx%ya)0DI)E0Lnef!+^RAKL!Y;_YN+j#_hb;iz5jr!SW=uUGf4zqHBuRk*QUjKIO`r%S??ox8rD>63=N z6LmLy7huAZq@!vzMsKiPHj7yq+21g=nfr!pbvp}N)8<|^o>2|Kd8emld=jKfm_%%P z!f3`0Z!B8&wZH*vo{b88eX|t;SIsV)89UIf*hYFZmv(;8o-*6;Aa&X~>j}eea2h4r z$#rr)Rlj_L@FD87bGyg4wDJ9La!os+DKaj#pH8j}6Uwx+CadvWY3G2Xo!pSdslzTf znDxWS)r)Cye#3R@A&r}^?~31bv40_r68gJZ8gxIk`S!x#{?C`@NIv%=HbhZ?hZ>Rae(hwdus3tth!-DN*{D+YnS& zIfxOhPdyHY~rrNmoM8cOM|DVahPy}v|ifyZ^%BoltrM& z_`V#z8pfZT(ny~z!sG(>>^#j5-PDQ{j}}3G;%w&vo~?s}SWt$_(e{w$^OVD^Knuwz zLi_#6DyOE*FWfxfwMKlytanm@J2CTuxyMc%F~wdDy?o0u{tY(8z|t(7Zy5clZ1(w= zWvQ41uhfo|mF?I;i`LI)m%WGNZI)w?UAKqhTXero9Bc~LmXz@dt+@o6X(l5t&1t~C z3=WsR`|&#DEOY*Bru-a)CW$UwliE7K_F?e7dUnH=?Pj0J`%-Iv^kQ2KsfI#&IQIhG z%+M{Kk)oHOM+)fzz5g?mkIB3Br4V`V+4`G@qrn!H%OVfSlRi$wv(hvY4om(@k8v}X zw8zC43u#JLXTWDaqG`(o0WiRDg?*Ljn z8e=J`oRsy}3)W+jzz|K3zLBsGgRG9)z1P*lEQ7^`V|^3A3s+?vdGRQMhQc)*`_uN5 zJYw`jexKrv*HeHGUFPW7kmhr3!r01!wmh&x^U2ssDmTN&S~({7JOrR}HKv4p7^EG9 z^Cjxw(7nU)*RxtRA;w&WL3jv4RDT2b}rDG2x5FQ;K=7K|$z!nwrC1tR%5ZyR;+= zYs**~K@%O!ntk*A8_C{$Y@Q&$Yw)}?P_s<=W2a~`dp71}`3Eke2UTR2%(-MGwnWiqqyM{*#(Tc$ zEH5af?h_k3HznYHE_I(+&3@8m51)@W^5+hrOq&f3#F>d7SVoyPTaFvmxH_i4w3)br zj?ZAYMne=Bmp123n3~qZT_&T zW98dwC(OjO?&H1_&wl!x$_{<&7PfpCnBOm%Gh^5qXgSi}mS=qdN-dRbd{(e8zjKzg z`=(#VG?P_)W0~2EjlWj<{He#^&XTB}N5QRH&Q!vo&7Ecf6E&MgQlib12B*W?nz)t& zv9Bo8=Jr{gyw_dB)Kt&_lq%_j^C*ZW<6fYfc=W_pvw$YGwdhJ7wCeC&;12mvmmO<2-E>r{7PzcAnX_ z(_&Wc1V858;`Py-_p1U%n{l3ud8c$TmCiC1?50X{=r=2~BEC;b#6HQX;VBX2g`%Wo^fEXf2b0=px_OB=0 zu2Kns^T-9djAHT&bZxpMUd_%A0#{@*qxjq)kbkTHAip#NEb)XnPu7cr}^6SfYK0 z)uen-MdcW)NLK;#$2n||IFt(uQ8}6}sT}Ra=3_Db*9i5Amj~Z}!8H{7=k=b_Bxl;M*u;8?2oj`)B8{UsJ27TeZGL(H|+j3*ce%iv2@-gO*|G0fu(dnck;w>kTGb& zWVgyr4HJzc``*a}K&^2y{ZRM|Onz*};;izA@JS@i5DR?|akG7%%c}LjD!uPQ3s*+M zaC387T=PwEmXL7F+W#EhHj3YTMH8a$uu8c2bXg)MXaAA^;k^#PL|4_^9XU{J7FIg>+=uxWy3Gh;x1Zwy z_1BSIey{-@iYDaeKJe;5#r};pBbuA>++`7zi!Ti>%kzcxsGuHsdUor@+biU*gFT)w z_et*8G}W_WwN(u#sb z0xpV^N3?*h*U($_E=REgFIF!wnbv`w%r3OL@~Ig+(R_E8!R=F^@8$4NzKxe|Y2Ax0W`J^gIfpS-2PIzKROIIJj}(&}KwKlnHq5 zhfN=)yA{V#_pNQ0OWiN683bzRNT;nPof*ugY1OW*i6rb`|BmgT=TUktyqvYhQ4_1J zKUFUvH5N3d7zoInj?vJH$#RV5eFURsRy(Rp|K(fTE>|U9w(R$``LVds)r9G4(0T6O z=?S*=SgLO(kA-;c0He)FkET_uV0(bg^?FoTPKh?#G|RKVMAvGg#P&d#FaN8_854>L zXKIo3gzM#4P_frAeT-Hh$f9y%$yY1V@|_YY3j;w0l@lSCB`eW}xZN!J4HxoQ^=#HDk2XyBR|N#Qk=AWS_KJBuL9F3 zv#QRVx!3l&un3`%@qFQ{9Q-vWTQ^r!!o!m$jcuMc;S&O}XsolO`7Br+eO=V;7AT?R zqv?>!iQc{^God#J3efb#&-@X~898wd>w0^=Ml2S%tWib}I`@4Kl@!wgVM(X&(@g`Q zLPBM8&2kzm>@@Fm%NtL@B2RIvN&t;MW(u#J(e8T*}eZPLs zlqz!CjI34^2A3(&r#(9^Az17QI_MDgiza9&M2_amrrZ9H*13dfd4M)5=M_!bb96Qi zJ9baQ2?}u4!s&U!A*6Dh;;EsxZUn+9bOejLlgj<**wVMqj>>+I;1`7NkFY;uB<9wE z@2Ti+|NCspiQ?w4e8QPpq!>1G1wP>YBBfr+FB*){7-mM~G0Z#+A15BRzX*xwl~jp2 zq~#0J>kake%Y_8AUTi!FJGHpx;M7OVvLZ~0f9}zo+$^X@R65NeoHV^1spUNurkP-l z(%%SwQn`;uhmA-dbQ2Du4Uza~m(N{k4m{0I*Mqr5^|nE~Ps7RjHdUjS&M;M~ZX5q7 zKP=^`uv=7Z-A|S?t|HA$Xy+!(U|Cg*UAPIHxiMtK-sKpqS(`2g_F0(sHnW#^i_T+* z;t$SW%l7N1`$w`?H4e0kW00Q7rM=faBqnHyQ>VR&@2`3f|39R?+YYQ|wA`Uidj|=n zgulw6PJ3heNqb)$STkQ%XAouD>%Pcb+A?7=W!l>#VX}UwYJX{O8Npu)*XX$BLuM2% z?VZ=+J7(^_-T!B__d;f6(EQ7${i3}sjk^4%)okD5j0rB#@Qe0N^LS(vSL1}eDs=2U ztNx4jZk#{ut#PsdxJ_2GJ}RdRpCXNC%c*!mW5>(zBKtvfOJ4sM`!j2ql;H5p;>>0Ye>W!l>) znlz%+aU5mZTh_6%uGRb#W!ihGap?PHErTf2UWem?&8f02lxc5Y`rVnUAB^l5?afm1 z{Vs9)7;}=Z=XRrmmQ4P#jV&D7>-9Zk$ni87E`Jt{r!afKhS2pSVBQRcCRK8?E zJmu>m&#Szg8!i(M!_oAV$gi0c5chCN*d7C;@q%)n^9W~Jk;RKmpK29E8t(dRIX8{6 zFFND)xkF4@djdTtV_NYuo3;&WiU;(19~w>VkM==Wi&O&(ZY+Yg`G{2+5b2#0o@2uk86DP2z zuEyt=u64$oWpqEv$){j1Ebl*%INFBo+q`bgs4Z!5V9<)Xs3`*UC&p<4Qc~puY^N5t zUfCU_Mn+1EUNKC}W|0y(?M39o%lXCVBj@dVd)(R-@=;Cmny8@=IpGqv+<1fe^hj}I zNR~mmYE=R0$nPCAY0J%QLr6sBD#_)xCmgeD&JOM+|^t2g2X)j)nXg-Tq7K4I)=Q=qZZ^%dY z7lZ-`8VX@}3Qj?FFvO=$G$tmF;Im6Mf;%3*4LKna3l&K7(IUwGZPuoI-Tonx7y}-+ zsqy_5r1%P-x75Rq3n#AW`a8oLqyRK`U($A<_1?O3@#rboj^>lTiBzt7lyJeVDkpG4 z(-ZLdBMp^qb3-88UJ*7dNYd0Bri>}a>`T4sCJ)sS3T@YST!oxWLI2LfbLmPOuk=n{ z=z?uLC~e)8{T?FxZ>Y#9zs8cI^OU{b*~19$!ivu97OZ5knZJc zvQ{?G7#lkFO3&<1%`hW)aB0xy#{+Dq7O8kHZJyga&M`xaI&D7u@NGjuG9}u~^=%G~ zRH!Jor%s#c%z()^Jmx?la{h&3N`BJr=lIyKtNDt`|tQuWP;gp&x?D2@hjO@z)# z2M)A>MC*m-Wh0VcJlex(i%5HlnPfa;c1#SQmrc@WN~Cf+tE8H(hU5_9qyE!|K}-Of z`@v7aT)FD)PAxOS8Bnr09xoQMs$suHPMc}dC;Nz95+>MM|6FAuBes1Uy#RRjEdA*1 z69#+GGs_lcd??j5_>jHM-dl|rb;Ro z@M2Di9d9tqKEo%_?>bxFt=UxhkJ6fDRHaiC-7LN=Oj&6jwM_ppN zBdRbZnMtFz-7mn@uHV|#soI96Ta4PHCf0!^2jv!oGN)lKD`a`v@2!BcH{B-Y<7N7%d7g~v(*oFHHv(x(D42(%d)874Q+-3IMS;nb_F4493G(P-qc-`i8N3}@G; zfy95wEhg=8ZDXyDMSqAOoNM`~hQb*N`{(KTY%1RTIAU_i@RMMPmd`SSG(G2!@!?-e ztzakW_p~#eRPONLxa+=hIi!)ak$f_42v&lB@S>_=0V(hvRr&9;2pS5XG1%qvy6~nJ zZl4t|4|OP$=5s^sMVq%fQ(zq`w~ky+v0%2ugn$eR^o5>xM}D?x}-1kxYvMi-aUi6gt#ZkW7=0a-txQ_!_y3y>)mI>SrQgps6k?n8?cBZD!Sw8f z(HM!Y6U&W=b|G?oJ9mTF*#jfT0ByRSF)Zip34YV2R&$}J*j`YO`RJ!c&1mnAM$|H;Z zS$FgOQIpT@RW}H?n6!2%q((axk2P0^HJ)L+N4MVsXug#{I2vQ@*w3Eh-d4_99n2TQ z7tw%AM8MRsZht#%pWRfj;b_|s+O%CKeU`54gF@Q0ohdzbeTJnEZQ4HO@`N$XUX`?I zyZHFW!w$t{)28i`$14r5ySCA$?Rpj;bTWE*Y18(5igE^5y9d#x?ZIKx_l zz5pU-|vn3|F!{!N?=NUik zji9FONQBSBxxE%TA8wy_BkBz7L>=v&$s{iekz@KztAS-R;)EZ{odH8s&X9TyYMYw+ z;$~@AkVfUCspURIx^B+aeF!K5!+D^>%oSS1bQ?d=lHrvkcT$)CkNwMdp`j*~3 zMT$F7**+GF+uqzyawNr_2pfj5Nr;EXxr!d-Jikh@AptqtuETWHtD8>k)e*mg*bJPv z$mjMV;Sh^q!)riud=y`p{&kp!mN$*Myc@>uE%VB5LMr0!VS}id)Dh7@FUg0YV1(}B zXB6{GuLsRb$|}T$o~V|Am*c0$BscEB7tP(XuzJ;Qe1hb8UKQngxZUcZMY1+!_yRKz ztTQ(kHZHhyxP0kXP=M|BRnOY-O@7H;QX39Hn;UcLx6~nw&ll`7yY$T=K~*b8thy93 z4-J;XR=NLW8UlGheYwpcomO`}3pqPtqmjn+EC$gt2=4}s--HL|!obbKH!siIPdm4{ z_LZQ_-V^4KJCEq2oCxJR>UA}Xx6an<$uk27L=H=%mb(@=E&2kPAB#WPlgk5RD(!ynD#{BHwg+~8R8*^e%K!(lL5-Z<*q=2cR;dsprI-{m%^ z%_$6S+DkvTd9KK^6;}0;v~!zHoXxzPlr;O5+icSoIehNPrLefvb%#~*SQwi1e$&Yt zDlj1X@E&v1YapY1x1r6X9%gOP-ZQlID6SxW(@yboD?W7JF4sj34LFZ{=&FII9N^i& zmpfP+c^EvkMOL>OnebIme9`7@6`(b@(V|h{Z_jOR8@HxiPJupc#!oBnRLG`9oBMK` zAGo)NtDmJ$o271uM40s>x7nfcYkbSs{^m9hC+)9G#7&4f9kI>&a+^ysXP>i;`73F2 z-?_oI>*wjrnogfKd-4kBK>-^C{-rr3DK+N~-?%5Ij6A^=l@m4oEgNECmvIHZt};G3 znCE4|56{#dvorQU|(w5jL5Z4*wzGNPe$0DoE8L) z$ode>n!G;>BA55bun9t%1`4Sb1i~3aj=73@UCAB3+S}Ecf#8bDDO1Z~+KSg?Rh3B; z_vc6{!Vs87JM(e#RoDEC3pwX1qdoICR$R?IQz5US5DiMG98;TeB#7&Z4ZG(O0BGVM zh5>2C9Qw0G&*Ncr{K%Ci(b3?Ce!$p4VmXK=lbmZ41#F||TZ}_&XrEJz?HS_$)~f+E zbvQwH%JyOGuRNRMDin!G`uFPclGgMRkyFm+OoibkFf(V#lfit^;Dxr&Xgg(jBKNEI zwRgtTW={N*__3%FxBJC%+%D|8H`C{tV!*nHQEFMTkgS(H)?&E?uBko9Ib)_NUhwgt zwqPvA4i12c^Do2!Usvs=X*v&}R_(oWbzLji$-lp1E*FfmtAo1I+6!?Ht(Hl4hdS`# zWl>h%KUw{}WONE?w*abmM%0Nh8~vqk z(OxA#{>YVjk*;*odY_-;AZXkoBk>H#EZi_Lf6{G;L_Y|&r5wS;fJbH!?pvhXX5xFC zD?4ri#&B0&4#PSkAsj7_NnKu?THxeoYL95Im}A2Yr3(KW5P+7)w)rg^#(BhbbK|qx zAZD~_`6tO~uxR5&@!(r3P`3Sn>B1~~*s0;NXW9N9h%pa1pv6qZH@d%_I^{$=uHLM; zDA6$tEcqS$^BVpBVK5s;SEoH)<_qzgosLY5>H=}yCxtR^@5A2_DJ4b(apgSmKH6Ka zf6QI$+m>I(L5MjA=}CR(CNtd>$87sQXfM?WB6=M1d)&7e#GFXPT@a1bM~TC>sO}5t z2PH0^>Mmo}4@xZY3rb9A6vE3vI&L3*of~1hJJGXSaW%5whB@OAY4-y}u8+PZ%K8nj z3|~&0zDA#%5NL~U?jL={vPkrmxbH-S8>wd>eQn&5#%tWW^?ycR0~ZS27XP&Ix9KYy zDU}*wda!c14!*(Ct7-+06HfHKAXT|ZN!@n%$(7v-#%hKCXaHu?v5_xt4Tcg{B>U(fnBRy%;)@1|6h+Hr&qfJ{G#tEj$Dw(utYo34W zM&n`4^l7Wpn!!;E2GgdkqStL5@4e@tO~xzzED+Nm=#WB2;OIz)~sPA#Xn zLE(Od>_bW~1F2`87f%`7**~nUWkUd*A|@X0mA#G9dN;Zz8SkZihW1HhaU!~EudiQ$ z4gV@npA-i{=5$fK>j^Ax?+y_-lmvHCIiuaAI0#`IaKC0h%8~JCFXYBIM$q1?&AajZ zpl4&kNGEPl*^W0eXQ>Gm29VYk6EhYOhazS&PBo22e~SWvw+a=B8Y$q8wvTB{`5fwR zoq9UNnN3pD>dy!N^ktkzi=-5wQpbh|h0 zk@52CiQsG7Zo#Y{&Ex!!`b4p&2g~XQ${dE>s2tPa9}Pu#RmlBh?)0w)UOO?yyhcx$ zhPsWsrzuA;Q4FH-IB${HgCH{#)^I!%I&)#1quK=!Ma#pe%Towt4j%X|niPqq(ioz{ zlD|%nJp(*wdA!Wuih~F|_6mBKwHWSNNBfu8l(F8ZILb6s}5KM7^xQ+p)tNHRXiB=57xKLR0y1j#czk)`XIfMKJC@J<6C0ik8_i?G@s{t^yA!Q z@t(Fxct3KBkDjow`I6Aj+~V@>v}tcwr*_Ua*56BeTN9Pk0u1TX-s<9G?`0;Z(x$y| z%hFitVE<_E@*aNA203N?p#PQa)0724=W=mtiA$_v=w_dRYocD@Wzs{F2T%NwTb#*k zXDAQ+HSN9aq^P;2TpLRENgL=5>x8}6)NG+A>kroubiEuR0>+szj8uo{G5Dr_{4$J5 zO?%O~5Ps2dG0E@YDGZ@!)@P)qH9R-unxvQLdf0X(5 z_XkBbCIfO?INVZ|a!!w(KX!P|>quxoC-vx)|JV@3eI%}&R#=oa=`oB~XLx?BPJ)B~ zYM&v=%ON7roUgIdTM9sYvZ9tqz8meeuk3+|)~js}(5Jn9^$V6qo5!_Te)e*ZW|Y6# z!eB^W80VH;nFRZh4=`*q<^2?Ln!a)Ph-i}SNM*A$=w9e{;=K<$|5cvBFKreyFJ}3b zjWZ2$2Eg396p^u&QnhQF-STFkK0r*%oMTWuO3QEmGUTbc>jGw&U=pdI= zgWu>Z^c>B+kGI_tXsfio2E)g#etoUuC5%sxx9r{60ZKJ^$9&#ikRJ7H<@PBTAwN~z zoIm6p{wi)^`w8bi{ZvxA8VVhWo2~R24lTluk9g6dz3dxv<`t zLgc(h(oo3HicY^K#n^bhVA=Z1z7U3dfCcX)X(&W9xcEw>LD2mrLykT0BAp~pHG+v^ zkl*9HMZLR&iKRuhJ@0YKI1HkJMdQp>7}oZq=Vq<+A+5Kes;AN2{Q7N8Y})M`d#)xx zQQHyD6Ak5F%YVH>4%JXmW|=tSjW%3tu1Gn@GJx^7o-Y2_Bn|J4W)!|!Vh5FT!i9J4 zZpFKLr9_!Z39x0s0gh%D3Zc z4>mo%`Zx%WYPnp$(zP5`1_(^3d|Lg7+fcu|9)%c@#Fca3`)Ko>FS^oR&A+D2#N3N$ zHl`hGE+gE;NWIFCer~a>Qyrd^ML)OL!&i2AWFr0C;yu5h##BB0dk39Qxz|22Qu}DL z$JY~6`1wE5rp>cHAMrS=x|B9;o?~D8YWtr4(q?ilGx3}WO@Xwpk2ddMI~genZTg?l zW^>0o4-I+s`$d~ovU4`ditFH0oabhXjB~=3UT<6KH_{$AjmeKnWaa;(8NNSj44e6G z_-eSZ~6}U2bwS3vC7!Vq5@6xuV8#<~(KdqK3WgQV3vEbpA2K@cVp4Dd@ z{&w2@T<$!pP8p+3o5hSy1$s@%qfMKmTlje+4bRc0&7Y)~D)E@SrcImKn{?msT}Y=* zo0*%f9cq`nr%ju!HR`73yyc-yn=u~KikB{5<=c^vF;;z*(q^h_S()Bw$xoX$8~JyL zV3(U|)8-GK7pQ1F>7q@Wmtiu;_x6_4rp?9Y@g>uy4D1(eUb;!V@yuImmX`RK>=i{j zS(EI9>$r5;w|L}*(;pA9mX9&);l92T@j#MGk9ib4hX!qSVioS)SiWMPJ4?b}-jw^k zPn?rH_d3wK_``!uOxBojFGh1;>*X8uQRu&mHX~MaYhn01usA$#`5q@~+Kk9WyZY3^ zq}B?}Nn?HC)B-{SbHWYyBL?9u5D{TS4$C@O3o}g(RBHzNfZ@C!a#$2~2Hp|vLnCuE zykQO^$MmL_85;ia$q>~4G!e9p403m8-QQSM_ z~|2A;bFZ}F#(1WH=JAUBoC68 zgS3xPVet%J$Qa$eh^3M43zcmp!J9ZcN&gXyM%#xiqSRz|LWz5wLjy=VU=d#M$p8Ev zQqSnuFP_3(+qc5kB;w&E(XqJS3qD6#p5_!RD`UnL+Ejdr%wYTc6Y-FUmUr*$Z^dDf z8muj%Rnn1Kz9d8qARW`uuV4(ucUGs_KKRW4l4& zezpDUsQ38pOES}@h~M~2*3=SHBifOBIJ*ICTr8zJb|N)xM&lUewt3*qJM{Au_x)gr z#zkbwaTvmC=Jcz+bCaj;&ZzjRZ4L|P|EEiGF3bs!D0|$%(d@vNxEYiq8VYNr)=-tR zujKjkIKbK;#c?7+x+D!n+#k-@%1t_5KuDzG-MIo?P)2WB+6fE1TX@Wu6!)PT z`Bj;#l25GFge7QsFaK+9arDONH4yCam^XWlCyYfko8&>tdJ?w-75l$vGkRYXoI}Al zB}l?D+ylm-f}+&rtv+O3rkRom$b`mu@G6w`G=5$$`XX;0)DRWsUW0${+~k7}X-WRA zQgFvsNGZ2vG>q>F?l*DfdaKrj=kmn8 z6|AYj?Q#cg-0;x>HaDHKi5WbIF|zq;W0oirMDu1pd2Uq+PF@l5lIe|qSsVoEfPJ)i zo8m|p(~b0Lv(m-o?qW~r=N5mH{@NyWj(%?OQ3vhZE&a$X-jg-Zsb}(O+AF8}IwW%j z?VYT@u1c>RpZizR=DwY*Yo0g1W!&UqpcwfK{z$5M00&ajN;Z*%}Kd2`Ea_vRIPEzkKE#CZ#$|F2>qHiA2;tgS$aYP zSkLsW)lJ*+rwjcvqZj4=;Wh+amV?>?HDTGXMZK*1@;++XOjx7bk#n3?0=QO3&s1I? zxH7kIEPWqPYssf^AXYh6KfeL^hL3tT^{FQ`%|Yb4s87}CdNkpT=>ks(M&z(OYPoQ$ z=s~u_6G7`oaU4QIwjq%AF?q03c%3F~E>M~VvHy~zW-@9fqn53ob)WXSi?Xsc>Ux{g z;M%{++xg$ToIDx58mP~;6N?&~0Pm0xI2Pbf@^TPcF7I_+7o-Y_IhVPoLgc^7+eJC2 zuZW44RPT5|J2O%G6MM3;6PvUGkht%JmxK0Cm!_w%_5j|4xa<+cn#Md=x92h=an7UtEA3wD<@bSV>FC@A#Zqy{2(^YpA?5dMuw;lXNTxE^}-yDbzYE;%JKVC z_MEn(7W<}sb^$)b2*c)kP|EE~(QRkH34nX3s$@G-%6;$Ht0-9x5;wrY-Cn_R_JX{6 z%Wz0VHMh}2Qsy8sa6E3@$cAGN?b_}f4+UN{z`+|sS6v*{Tiq&W_!!r{@Ol6XwNl`sxfTW9!zB550>s zudR?Y%&Yx}>G;&n6FHxyi3c3uv3yc*17SG<$1TQ0!}+mlS|dks)}Nbp&8(Vn1jkBu zRjx9t!G-x_^~zgr{=FKakM_llmz;;SMC3a_O_DNhY;&mh*j`NIG~UA4qdjglA+N-oA%yovJ3OLAw`?^@-tby zm&W&(_Il9HEv~!Y9j5wO|9?h%yXprExF@db7wygG+3H%Qq=P%!n^&$CbHd-4&MbR5 z)gGUn6d`fYU3cKcCvO8mxzF(8PNM6s z;#aH>fwyyf{Tpz;kQ11ZI6R4J@Qhdjm|CGgnMcrA>QXww@eh#8*q3_ST6iS#8_-RsIWV z3w((o*$_wsGEY(|8carmTNm#a+O$_lL`8XuIxlV7tF0El{c*#4+O&71<5S%Z%MRMK zmz}f5#Qgjl+O#)3V0Xtb1FT=P_tA};5uZ8_vw9RV`G<_$!5TVA;2oFlzNt7lV8!Z# ztX*XRpSiDxIV8^E(p!VJoNvqR9aw3X3aa;ybz^z1{R^0ghkyE3YTAqXr|U;nLBiA+<;3TH(1EfP8!}5F z^fTwGU98*-p$o9X>;Zldyb$>$k9zgIUd)#AJyR~jBvkGkwVaqr1kZM*Byd2A!Z)6H4|Wj+bFT~o%6f_}wpm`c z>OSqPf^}xYFHahh2u5gm*v4OaHRzhw{eJh1_n(ypP5qZ=8Y(gTMdt3{H72USV|(<0 z#|tyu{+Q1&(~b(5dvdpn%k=Sv(NlooX!;vku4g zt(JeD#rGNJ?UzcETi%R2d@6Y(ClL+$joGz>_)||HvR>B z>CPsi#&;Hg0Oo13?7Zv)T6@Mxf3){%luv!>r42WCa7f$cZP;FE-p2{g;yz(3lp7V}|r;`?7S zD`$MVk6#aJf3sr2Vvrp_eb$#Zig4@mlY?PrTj8;9`b6_Jaj>}|-ec>7r;uD!As?~4 z5kFFk3C8XE1~Ve6o66rrEizW(9=1gDNWL5lX3PR6ect zwOVWk8H8%#mM1_>sU^yVBWKiI1P8>8!bIIE%j5n$hEZn@5}JeaWrm_)4P1WcArht+ z3G%c1e&G8*LFuGOG4g4!!lXQCo-$(7yoOMCHWm5g8BSTx)Ib&g6Lq1GhRUT;%Q0MT z&m6kTiR29u&zWc!aplxXAhf*(#y!M@hu*md2M|?)r36yebI2fm-%9~3utb`Nu?;EZ z#58s9#&sk@5Bl6&f9>_4wAt`^+wobA+OT)~JHruG_7JJzPA&Vfll7X6H+T4??eX%E{Wh{^bNcMyB#n{cq097L!1)0F&AZHG50|3_zTNbr#^yR(1GA%nMJJ7s~V+)FE!x%EIU@u zKK-}T=9`H_OlBYaNSihnPg#|C>fR&Tv^jd~xdDPF9BI>Lz3^_~Z(H(d(`NDH&{xM^ zJ)ljSFLmE3oS9ikn>M#@e5HSV#TVMNS#N{NjoQjKQ>NbMyxTyXROf z9oo!@3B3*~#<#|e8P-OdHh&sDbGEY8Yxzsa6onc2QQ8pm6IUJBsMI5Gflet*`(H** zQ5&L5?*3ICDNB~c*GGGvxFS^6c4zN5@ct3Jq3ur0K;L>9qOCux4 zJUf=R^4ErxHfPqH!(;Th@1IpzxPW`*zi=q%@{wb#vkO_nxUYv8tXaan{v9?1L754^ zlRI&5l+A+&-}DmZXj0Q=M2;!8C=b>*p3sZE;sQaU++X_7-&!`w%Ro9r>v@q#c#xWJ zBEfbB2T?+Zb5&wf_7pee5dm%y&afMmlctutRXTft!&e*9DsiG-giV09Z#JiWyIoR- zgx267j8qfDmQ&XAzyt3voq1^_>z&HBI$kZ)nI#`h%J?JVAcW0=R3}*dN-PY@?=`C) ze+%l+HLZ2jYg&olL2LxhTjYIWiGIWRP(Vq}0QOA|9{7##7Q92tdq-WKywrzF7u8Rb z&I6*lFXL*O6Yfm81^H-s`O$qE!sik8z54%GfC5z&Vl8QcTLl-vlDRhT?$+#ttBzJh zYub&#ZrGXK1JxeG7H90}sXMK>_0yG(U&m)abo9fB><<{jdeEx1qK!H5vY=V{-Oz*h zak)_o*KnXpYsT`s^&toGYuIHi(;;nmpzdk)dcEs^xT>HVG9}DN&Z94%Gh2vpbIu#_ z?UB^j7m<{p4A-gfizzQPjU#c8l9RU$;1vaBN2m8#ZdlV*jmWLr3dAuxl z+&X-zrSYbvwQYFPG9_Whgt)&fWQyGQKI~iST<2Z7gg*8a%U9FOjG%>mgK_5?@R<01 z#>;*5v2SvR&XHIB*wVT>3ybjWB));{q8`eFqpHKCC{{DfX|#zI_K6 zPsa>4U7tlC`yN^+=eoI+{sG3(U%gVR`gwq{)c(P$K5LY5;f@&TDVl=LIq zxQ6*sUNj#!NIINYc<{qN0g*2%gBvscOOmn4r{Gr!J2gNkvB*GW#77vRp*i$k_LINN zhC!xQwo^q7tT?NurM!q5`ywNu+=ZP2$yGKJJHNR>y7-Stf@z#Va(57OT41>Y8wT?U zU1ah&Lgnlqa#&kB<=m3xdH=$O@!e@qfy#;Qr>y6+Qx`%XG-kjRRIYpnrQD%gx%(0gV@U@e|7^n$Ax+NDGv2Q* zg~}cIyXxESLpt(+FsG{|8wROP`K50O@aicu_;mAa*hIv{xnIb0qpT;dd&w@7ZMQ)e zmAgbOr`>(g)LxrO!l{ItN!XA``=V!Pm4cz~@rLhU1N&J=M-Rl;Dn@r98MBu^8K$a%9Yi9Ok%~ zqY-x_Dgomhz(X}Mj;_2HHSu6N3_;5?vLG$4CF;%jd8Ya+S1@_8@95)!DPWF#fZeVKV7{Qnl}v>NmsAox!9))z2CV@g_w#O?n0~ zm)VRFyeVLew$I@*<^9aN)coJu2Enl0?9;P2 zZHTJ!tX;BgH_Y8K|Edf}3VG0d*xCE7Tth|9udy@npolByfg1&Jwn1on@oBo>|AC!}sg>~N zkdfbqk0&k^e5BbAeB4?1Dh#_zA0Ny90v{9ifzVLI9M0{~+S{4<_m2HZ9%5*Wnol2dANSsO zeVK7TF?T2lbN{TNkb3rE?&<9d&AOhi`JZ9#QSX-@++nHq+n5`T1GU!hO%OYvgGbwY zWTdJ%;icsYPP!}X@jI>&Uxw;s|KrVlf7Y%4>0`u`$FO0!Pl6w3eN!}ZQabg%Xa(4u zsOs^KW`jb(BlfbCF7U_|-X43VfHh~rf`Eyh4S43hsmt%2`dgqDF(Qc`!M!is1DxB! z;>(U@cF@M&#`nzTOo4RT*jwoNmZ=jlJKES=S=B7;1T&8|_O9~@wW=GEL>qfsxLGZ= zxL8ITdwVo0+}^3&MIU?H-#yd4po2E{<~_ON)ES8Zw6S-wT7?rNSJKAb9}LC_a-#UO zv3K6BK=qr-g|xA^__*%S9bF&$g}t}y8LoZrdysYhoyqOFueY%jk4V&TG507*_a~0e z_p`iuV?S_TZy1s^nTxNX$u#bn!fDo}`9oC2J~*<%8n$V0-`B`8o5j6$bhtWJh}p0* z178p3zBanq(uc$UZ0t?f%R=U4(dhJMunBPyOqZv|-o#wbQ7qcd>5oBZW#B9;XFuqa z{Go%Hw&dmih#ce2{>QN9;JCHRxB9^)L=MxWULHT4=VbFqeLwI;8y_q3EXLVX);#^EejF21*-7W^>um%kP3=-M{4YDCK;-rG*L$ zVoA%~f3{(e=hy20rI~YZ6Fy*MWjtI!%M;yB^0JVbf$6id28v?K+j~5cX>W>$2^=td ztUs1?KdEfAqbJ0t^(1rB4$yjH^GPfV{d}j~9lYa=`pO0K;@~tYCu&4_Klg=)AJ-Wc z3x`oTYzw7a)78*i0Us90`~02d|9I{N7pRj4v-ww7NuM5!9~MnIG9w+J$akz*je#>b zwJQ4=Pw$3L%Qv}J4v59SW!)P%qrC=a-RbpXMdDR$r<|1+!b+Yu< zQy-Ta8XE(K$YH-B*H;Qt;9t8da2KHbtf7$jLwSXy5aT|asm}Sh9fAE{|HSub$eCq$K2@H5968WaD1Kr0js{w$bO{9pVOK0c6^aJO^x#N;SBh zo%y^bG6X_?JO+;cypyththgxcv!$VM3YBATqm(OlQ5Bh@>_(#BM0*I$L|nN)AO0vC zKWK5!Zkmn@D5LEYppH}zDb`+u@i~G!+Hgrv%6gg|4JsKlzz6Q3?Zfu`R-}5JHfyxr z)@7jcDORX0XaRoc>FR_#2j{_d5w%_AiZ|eJ-DC4%voXe+jcAiBCK|S_PLIJtOIh zOfIaBdd^!rrR)!n1JO-CKpt2hZGS8t{o&*q`m}wbIwN2Tn-*=??l@NiIY+;|nP*3z zwvXOEbm{JXZ0Y@J_TVCe$*20arFXCvNwX0)7ZGPcY_C4rUcVqKe0AnuN!$Cj^k&26 z_6M%?X?u-keSAW;8_7nbvc34%E)lu4ynjj7D(>?$M0Aw#yc7JhJJbc??z(}!`U-K1 z=2DwtT8m$Ro3D}H!QLP7m=M8pYmZL)b&|D|NEq8uQytW&&3q6ur5(Sn6d%55*R#LO zhC!@!50+mu@Qq_Xl;NYM?T8$fzpe>#@27|ixfTeGsMljn_OcMU;6ZXt;9(m#xob@z z*r9SOsJ*4G_1AKg6awKmDyK*-_sQAfJik}iKQ_zvsY!@L+mR_tAp6ZD@DX)AWNml{ zOpy;TCUr8np@{y98L~G4ttN)4QqG+ouj9y3)kX!iqMH##(N^dG5csAKO~A&Qjj;T9F_L-`m0aU%jm9 zB?b7@>7N6lmPL`a>Y~ytIvEgMEF<R`3in=(MCu*Re*ac#Ln(*YR9*TwtTYn_=r#1l;U{js0V(&IQ_s& z*&=+ZsK&nf1I2%thC0X@z^3sYVLm`j+Y#%RS$8}iKg+v7^Ay;@#RVzhn5NtE?`<2B-x!=Srhh{_pK z%h^TW77{3khvWb1pWA**L#@0s+mpRg8}?-Ir5-D=hR-7L2{G^3aOv>_2ki?j5XpXV zZq$@2{Axkn;?F}ZK{aUWRY#$hz@Kw@Xz$%R7_Kt2{K)`QJWDyDPE#cV|5Uvq`gc^rF%>)ecFEbH)%UEx93%SYxzz_nX45L8<5*)DMtp; zu~9|yJKJUcO77=45c0cywEb|ca#*Ev9c|ifkREO%b8j|n+CF*DlPk~P8ugR5=ab@G zKWiwYeSNfjQEuC=XRp-$XSBUA;btRa)2e>a_WRq8OjEbh!PQDS2d&m|!prJ!&3~h5 zk3Wfjwn{xei;}jNSry-soztsmV%|{Mu!RA2?e*t;X5kQJ_3BFC`A!%sdbT$^IiIzB z$h#-l`3C%*-rT5pC;xWZo-}!e_qeQ9+O&P-vgma@I&9jsU9@XYUAgrM+O*xIQ+<(3 za5in)F1jwVJNaE4ZQ8Ed`%J<8MhR`&Ug`=`Q*+vB({_)sV<)yNw$i5Ud2Am2)_e;bnmT}7H zS_v@+R`nevCGPw6^{S%WYf4K~rvH>9tkQ}D1GulJ?$Daez5ZRa9hs{!McHP!HrH)H zusAK+ZsGCl7C5SXw8<_`fQjf2X1V+~FUw>9tYq+fJWNb{Od9PtLU3Ejj->1h^f$QW z8VAfM(n>YLmLnp+$lNLE>i!gX#!ZynWR?JeX#2ulC`aB9t9ij0$5~KI7$w{*n>t&= z>iqD`gvYV45FP19Pm|(6h}UYNus9ZsM~k);m->R4#E$}*OEXDc78(cAxGBOI@pQzw zWkuewbj}Ys%%6IV_<=*?D{mxt!(vpgGPZ8lg$2Sh>sdLW@VPPef`0sXhRE3M$~W%2bGF)w+g%_#fbpg<^TyLd zkN z7Hp23Tx3ky(ih7?0F~pV?%|63WA`fy$igT@jyaTCuCM%z<)jSIpEVS5e>mS~&Nfqp ztsO~*U*EVwG134G+efLPz7AWo`=tL~n1;$R8I*E!ZC9P&TXlw%YfgAsKS!Q9KcB~a zeh(LQ-deKG6M~QiVDeWf%Ok4y^9UyT2cglB_#b9v@*KapVnVR`N>2zx%Ue!e-T`N` zyCtt|VGt6K!UU*~=JP7GeN(~+fXk@dPS0Oz40QL4WpiJC-MUH+0x!M^6rZpZ_qaRD zS*1w?-)}$o{JZ^G_<&(yBM!apfzyxTw&jXASvE!ABPFw6Zm@ z0QvEI#D()ZVGhs5!fW~mpioL~nc0Wuc#p=6Z`+Ks{_r@=?`jBQL?Ac1k9I3Xdii$C z(x=^8l5#V--`sK&l4c=n9%95I z1Er64PaHHZ$0Yu*q}_eF<>85E8-^^SPrIwP$80J1KtH$q_|XBWZ?=1aE1}Z3S5f2N z(h$Kt&^mInGVY^R5?i%d5T5UIo^{^lo}xG-T>p0M3%o4z^{#s#JN}7}oRPP?;V%Ab z+8v~$+x8(z1*UINKVr3_3tZC&FOtar({sy*nOr3Ab3BZ*>2Z*&(kIRYLCg_^@r)X8 z#}`L|N1dkAyY@iRu_#p5Ao0M6-~ax)^&c;U&`3ymM#+nF;l#2R<6K$;!4ci6J1vVr zXfERW$jFn7sAEIIouqlI_uK*lqG0Zov7U0S)V8k_%@B_zZPiWHzA60U)7HKVCDCU> zLlE^N>dmQ5pT>3fU<4db355Ab`!HW>DnD&q#)Z!r0T7B}avf^9l#^3OUHOs%F6e#1 zem#PQakjzcarQRRcU`G^PyI~JdM80JKk)gsiEtO}U9=W*pM6fj2ALQP{cK1w%>H}(bSPN{(mqM;IVs>fL%}?&dq14~{sZ6t zWm2!9Jq3lUM~O$%Zr`OFV_e6~mV~2ddDzxp&e>?@V2$l6rO!jP;S^J>a=PjUa1GsN zpKP!M0>(t<-(715XU;u!I^Wxj4-$vjd zeYEx30l)fgHZ^TU9$4Q2&PAH1H`(@swi;en${N#;+~%jHp;fGY&{l(A&{oQk*w^5N zlt;WHHq7@ewKq-eJaD*%L_di+pU^mnTwks+pN4GWGJGa&`dOYZY7gez-(2G-B#rU2 zMnme^M?c3{4xJUBq5MCipC%g`il22bew%)xae#(vgVs-W)WNTW6`y9Tal$w35fLp= zwa3@GB`fOQdHj!NAo})Lt4sDdrrnAYzizv{<*Fjo`@WWNtYm|irAP9XCm-P6x30Ud z>YlU81`K*-=-z+_$(8XPj<>aHZzkp?G$i`F^#+wLz{M%Z@RK;%fuquv@>qwFlJ413w_#|*eN~Z zd;@LTDaqf{DO>!RHtp2Tj!0meme8i1A0p$|I5=0+rk$7KXHPFk&!tT}h3vHS2Me|J zi*`@Ap)3>E@pG7mvz_o3NMzuC{Vt3)x^}xzw^mtl;CO zK_^%X-UZ4JJ8Z{_$d8cazF##kOqhGkx%$nzMB0kAv|IWcSI#3)aN6HTJBhiBqc`*J zFmqto&EkO4iPW?ckz;QUPlh8oBSQj)UWRh?K;_oV|3*74&R%FZgLsZV zh==RQWRDryl4vI)C*b@%7xF!heog7lAg%7EvaMc!TW{0$F^%?GR4mLmoG;miur~M+0_7>ia=f`Ajl#K;zv^=9D zzvbo3T(mGhDnuGgwr0I~At;4UFfv@SUr-y;&mCzzy(<71na$J8-|#aY<`1pCY2=I7 z6+V0D(eM<{X#MasCB7A3H`_#ZgxLj9D=IG7RGJNIliUp7qaPjbQ|)CMtzO+BfI~@*A9|3QIUgdsN8dE zxvTNzsgepQlp2Z{DV)|Y<~t|A=Ev59&Gds|?2qPg{wGa2GEPliH?dyj4rwG(jeN$} z31)8}A119P|5-y3&x2DL?GBz|;I-borYph&a)~c;>l+k8(oo2A5Lnz>1(Es=LN7Hu z;1Me49zxl^*st-MZ1*RV_KKrwU)t#<^-Hgwhh(%o>kv|24$<#8tq3mDuYuU4=lW8a z_eiVdsmkNt2JRoKXntoshOz%Axft6>Kr}k%S44kHL#Y<3x3ANeh2e&$r+yKT#j9c% zd^H*i@u=Z#QV)~za7`Vl!)iIbury>qur_`d59Gg7pflke)NUSUFg&Ie|LFNDGVj)Y z7;;)`=XPHcm?C@B%5QBm7(ZT&pJIkia1{@g}o zyzRBJXQ+xGq`MyxyE*5s;@W*Ot~E0GFpbBpZQY0;2RL8u?N)A|{%hKLb03& zmDHtu)8yLms3SE+V));dTa0Gzo%SgKg_zK&#yT=>CFT-h&P1$VNyW~IjFedO+Yjsg z;R~{s5j#QlvIsARGZ7eR?Ysy3^0HGcRQw?tmD`v}Id?AD8`?f!u85 zzMMXF%f@6tQ6R=trL3o9rQm6amQdQ>nM$*iiu=Yi5aibHpT8v}8wQ!dw1+y@LcuQB zFeo+(Hlyt;wxg_Py{`H;ck5d)50%?^no@53A`d?4eMzL;@ZZ_NDQNY)o%3Ifg@)#k z-SrzZp}oRx^UB>)kosvrtAMaKeqyx$g*A*-d|CCRYRjkt_??!T=2H9nctpv$ zlQ+-*ZJB$>NbEbnIi&Jju(UWW+TC}6^JKr9{1*z((mudh?30(YkUsqboU@fzI6mT~ ze}J=Qcv8B3F!=yyV#E>}l!!xc2hWdvauxr$%soUyMIWvD0EyDKcUFCiARQR}GwuFI zDRAO{?@l~}wb(e#+^}olh^F~FrcjPxoeNq%ueMzSOH|I1S}yczvi7na4`B>a5e$l{XKgtf$Qk>m2D555XPj@EDsqe)LE^K&)lxU6@Bq z4czk9U;8aDtHs9W)f`oAI5$cCj`tc4Xr!NEFmmU!L=5ZRCKj!JgH4|BHiJ-)0I*P3U9 zwM;wphkIFc<3Pm7r7I96cK+TW(cI7eRSPdbH@P7V=Mk=bbZ?46<)DtXw#f)z!(&!+~x1+H6Ei2k0NHwGiHy#}Zyr;GgT-fR~P(Y1d)x-piSFb&jo#*kad_gZO3}b?g=KP)28j(ErkOX9EqY$+r=NI)E+#MPn)(Y zznQUjgF*vs+Ro zRVMg>GrBf-CH2~1KEV+#h6a~m5+a94Ym-QHpOO)IbUt>FroWSS+~eyV-%RN5G>=XZ3fYwibOPjDdIMQ(Kkg8o~i zT4aQcU2o7sresX}@^8g~E*u}FX8%bocKK~9a+TNGjJS#%DqWmCz+McW}ZTz4gxy{i790Ffm z?r(0hm;&0txg(JnC`6nEvAz0on;j0bBAufC-rVL-t%~lLFn!vdv%LCT5^pMPo2_Fq z9;YJRzue}b6Q7zecPryj9xiKVtQ7>qE18#fsl_W+weK`tll=l8t~5Eb=E#rS=2lPK zYm@Y^X?xzrO8I8zl^`acSXUg-2}!G-m9BpDr{^})jT9q28Y@s^!-2@xr}9|Tv>lPN zXpmror6BwD=)8-tM1q)|I7W&vnYN>Htyk{D`JS-g)cY4<9x5kDP1`>fId^wG@q(85 zNO?!7Y5R+@o0rbNngRa`QL-&bHVmQ(%Jt6QhokPXr>@VkBhhavTZE_`@_U@OsOR`r zr@7wRy$4C_hJN<42yct?qs(o>IUqW=r(SYY3ampWf6T>=WWyldnfAK{wQwL}g=d{d z3hnctf({K#vy)GNc|=3GSLP~8+u)X6#!$1B$smQwVQM6nMc6dluUU*K0{4M#ReSd( z!v~}RSgu}b z0*ZpAH zpUoEzjhN?(*W!j(VwzI%b!!Y=pEcdacV<7H^JQi;?mZF#+Zg>v^>v=R@OrWOi$jD&i99_vsi{hE0KkhmlMHiH$kaNokmcr>M zMhg~+Gv)|-9@pj2{X8_DV?rIzS=A|*VmAId@F8-{!PIikVd=IV1H<7V+Ear~NE!-h zpLV)|GQ)S7oAiMhS0Egf!*)^jaCf!)_v`d-kk-UfX*OlCMd`X}mmv6G(T^E9B-_PpdHYTGlJN&a7$oKokOZog3S7|gSirSLe z_dDx>B1g`iED)>>uZJowOpMe7RguY(W6amX*AGJ~YkMq!y*77{u5J~$#PZ9DZ@Y$H z*{sT}HU5aJj7^JhD9yta23dRC=(6GB=zDu!zjy%-YK0mX+B+e}d;Nu>Lz-}LCI6A? zmb+m5wBe>RceKMzIgqn3-GT;+2hS1 zrgCCL5F>=sL;B9mUamYeYhXWUyLHSU*{9L;Y5Uq=&~_?~(buDyi)iPT8?Jqo_4!IU ziGCBdBw-UFHdY_~PJSlwqG_xsZTdYtx^vXUVLSS{vvx`fQV&j(TmOla6B--sFOBX! ziUSSr+!&Q7Pn&+Ht{DC-GA~_m;&)Z?pMPa3HHOOYc++JE+!b_@_!u)HRJmlHmq%;=Jtkv%@eXx_Kuk1~Fu-xziyo-z7^(I-XGE|r_%-w$gf>4pURhr)uScj5?gI+HMmd7CZ?6lV zDEmP^5%mi0Ia10=<{z2mI`XA_Aff`W!+s1xqZ1l}&}^LAFbY0}_-x1Ab%h#bsO7KO>dXDp!Qm8#wE6+mP*XsCN8bbcw$y2N2O<2ia8^^i` ztY2FtzMc;z^eOuCh7Y z_uKZI5#U}|j`j_jdEy|eC35gbuG}ofmA;(xze7Wy50u;aIDeu$Y@Psngt^bOW~#idR8E>&ZbR$H>CwCg{mZn%uyK^_TYO9c9;-1)Rym}L-3FFw{~vc>9#_-X{eM$bhGd?i zB$`kWMYL`dQc)oyBuS`LNHX0e_mzVoTr+d#?XYFzAwbpyDwXbG=eHR9z==n&ZN(y`T(^3}bypJ8{}#)j}^mBYy|(>6?V>I2nDuQA8=F03G3KJz871x%|l zxD+AIL(eomGo5>!IatVzD^7PEL{AdB;jUE^_lILS!~Rni%3G-Y>?qs<6iC+Ebk$Uy~RP4`#9NM!0UPW{(R)~vnEUU=YS^gP936$l`7 zG&UXCNa4BY>a}#cB6Nx)W44Dpw%bR!FFX8!8%)C+fA?$o?wIWdri)7 z!?X;3g+l6?r8gXWs;4RA57xLD$tg&o=PzgMupe13H`RS(^DZ!tcDo7Y$)EWvK}X5NENJan<7E#@(o z&7shLeX&AM1-Ad?3gI$?fep!NuHxubxiTw2Qn+}x&$@0b>1|8(>dwC{wi)#U&}eh$ zg1kZYtgDpJRvHgqJrwxf+j?wUAgCi)1|yV+W&E3;B>hQ2=O`YFK=48^37R@NCedSf zA?fkyCeRk#IT$nXWO;?a?E- zl5omezDh+<)`=B9kjPmR@ekePzhN1MCM(v`+pkt@rhZ9+r8o`e%2-1{TalHaQ}p>0 z7$W!l_#`ZufPs+JkFPet;G|OGcaP#XwzEiel*YXidz3yp5Ud!y-BI1-pQ;#|m~5c0 zNgu4R)IR~xL}fI_N>YA%q70X=6^W&cmWNc;i!5Zuz|4ON(SKnq`=yS8#^rc*t1Nxi zG8)!Cz-DcHYCJJC66jxqS`{V~!Grt>JMI;C!jq>fKDG9CV%vHLo52lBkY07zO4i{u z=Iy{`xySgyAFjht-4B9~2u{mahs1+I^q5_SgUQiWM4J|Q#@42 zB!V9Tq3g#oY8RNizTTt4UsLph}sB8`o{DApx_BpRbENgkujYJVeecyT_V zJ;@}S-tdPb)$OkZ>5hiP3_K}UksinQw*&O7OA}LiSrTu+y-WId8T*h@5D~|YlX>2m}^Fj z?8dHao9eJ&%Qb9T@z#b?{h;p{O!ww5+su~S|HCB|RVxb_0sUy}6srq1`HAFcD#mC+`Xel14LVI682}{{ftXAbi8oTR)?96HCvV`Qbt?r=e#_2_y&tI z+Ul{RdG3skQv*U<54{+6q#;QcTV%3!&3+*~aC`%K5B*;r$( zr3>}nD`)TiQpwL!1m)zuO$B_}@Z`CRscLgKyfT%!q_whysei4nW~OT^W~nx(G?R^~ z{2f>d-qWZK!$DhJH;?w3s8UZEZT+Iit0mJHPZ@2k*lWDfvBI1(+RA9o%i%hgNf~Xm zm7HpOH#Lkh+Db2~U~QaGMj352tx5{ob@n-BwDpqM^}$>2)Kf-VEk#v(JeG7(MqBGv z?p40Wb(b>Qs%SZCP4M+<%4qAvpe->Ek7iOvTb(5HtmMR=4+w2_ecT)J%*ljV_t}2y ziiCB{kl5w*9F)||>xL8eDI?}hy_{Cg_vsQjLpW$^#=>dbV|LguuSEr`NG?9crSUE^JS<89LAlpaDLbGJj`go9+$4TR53E>50?;B{UC_Pu0NBu)~*=4bqeHYD?%q5#?FX6e7)xGic56L znY7=`JNi+4{89)(P*cWlWW@fO`_;R=Z87Cc+WiCax)}kJ!F4KJa3B(}Ka=*=4EcyB z(gBon#b1mTy(u{>jgN(!yp7kEG^%I{LhFC`M{spU?bT41572!mov+KOxxu(RhJ?u3k-gH?_w ze)N&20^6=#qJEuDqt9*9w0KgIfEBzsxOPSG3$PixT4AqoC+2C@SlcVR4{n=fA1;1y z7nZM|A@E7~Ev)QG7uVwH29Gn{i(`!U0Pj>Vsg3)9P3SV%zN9YwFY|*SBcLB`j#oOR zK3R@B+MG~OSuj0`658A!+v~uz=$d~o6?EJkF??@v>fp18x7-@6jClj;l7`_ld0A5ygNa2EHNU!%<~ zOWxhvJy8q9WGg$e?cW1qajKN-y1y;97r_EVUS+hvhyp)eCwFqR8IdfkZN>R;{7j*= z!@fZF{yKcMU|&;-Xfv9*+m?9;-sT;Omb()Ndk``jeKV<69-0*~*s3!5d!*Gjaw$@} zq)O$*$7Q0x0Od#9NU(B{`U%bnF97{jBe=6g17R>yKZXN2x?NmX>#n&dhVs6PE0cYX z&K(;F9}zU2ajfvWm4oXr_?pkD&V`8&A?W4^wdq?@0X6<;G(`fIgRJGULtAgc(RsSV ztWG3QF6SUD$!DJL^zT^^zBQ{5X+H$*H%PlS!k(bp;q}3F7+j}hzc*-jhAVurmYQ<+ zax&#|vRr9FEvcIb{K#~e+v5AUjM$hHQVw=egnmnh$vgd_Q0mzb@S9ZWVK!|FmcrL- zpQadwbuT|LP3iC(%DKCfJic@Sf{;HaRW|TlVs0ugCT`*m;3lGuru{|KU2! z|G~;)^<_3f9k=pamoH(YyWWu*+^>sRx;!w*u@8e9bVivIB@{9<4EGPg;K(Da*LGhR z$K%Q9zwJmGvKT-nDZ6w(hYZjF}^pP=n0dMp#7 ze>4kw-~KLwgu*2O=dp&cYLL#`k*6cg0!5ULrb#Mk7;lb!)U)44xqgD%kEQo1Vz2<^ z$5>53n-O$aaKWRO&@(JrS+q434xn@_1JZI{6uz}LvObZJ?SQNw?ws#6Z+@E!Dkwj? z_HRk3@g~tXY#Vf7hV`RDm$>E7%M=%P=+y$%iSiMnE+oLl?pE3RCb5`IZeDUvRz8;e z)S|&eYy_(%sc+4ZX>}NjZ-iBB*EJ}*-*Y}&JQwEXzl>6ne}ic)*nP^XxfgN`wpa1Y z=SDXfMm}DhL_M~5^e@n6yd7}Cg@5M^%%}0q%HIa4;2)RkA1^Pve6nHQL*Q9@+sP*@ z9~01R+zQ0eV}wpyX73PKE0^P+36mig5eYOA7t)!3cS*^UlSR9fGf}!a@<_o&HxynM zw4WrzIpLBM*P)Pp5agiS`mSdfq1zYLAwpF*XTbTRZBp-$$BzTVgE}BpBMt# zjb|UgM;iW}&8|*4vjdt1xC0*A*AdWQTsOe2P{hAdA-gOdJSJ_uCpo^Ba;9n9g(JnI zMzm7SG%dULJl8(yGD4{c6(Gx<$;o7oGJDepRP|h^nXS2k+;sT3urs*heiZo6MtiBQ;rL8p_h@{YUlWKJNLgDHk)ypR z-D#hfFnQ}TV{cy{*gJ>)Cj4_VpMdt_BcJ_GJa|w1$qp1i`pSu$pZ8Q1)7^P2{RzJsv^l>J)K+$eTre;_8`2GL4?A=WTOEM$#kcNa zMzQg@oJEcyFY2+kf`*R-UOT~Qciv4m9nv9k=bi;!(Y>&Bm__5s9v1Mbo=n}gdK!$UAiuk(73q0=j2POocbA9c`siH{q=Yup!w0{BBv!^wFR4&v zZVCK#Y`+B8e~<0W&nSV*$q&z^MO;>{5dT3(YbKA;jV(2Mm6fnxd7&smHzkX7qzX&$ zSf2ICQof8U2OM%!UxFV5xgF%&a36$QpB+2#@tyK~gdOcSviL2zxYXK|UZ^aF($SWY zmXq##_stvquga)rn?{@aT|(hj1M*r+J9htJPL{K}UwVNf?l9pzFl69pEN+$H5*sa# zLu)X!sefk11$%)5%8!SfU#g;t*!hfD$UrJUqwgkd7nw18av$rTgFwwC06@xTytH3c{sKigb2uEQLI>&xK%6G>ueDJ*r^qB@SO6swCDg9HCE|q z5PPrcBaP8~ZH2Aa)z>wAdmZ<|6Q}K38S$g(H|u<4v+_;ZS*FDf9f^4Y^HUs)t2#XY z5($B?*~n7YkM%WNpN`C;c#pbt) zvy5vUzDLo28=#`3BlFvHT9naVjrHR{eP#WXXm5XP@wA;sjC0MXqrHMgaUV`5P(L^M z*^50~#WMyLTP%3pL^NoxDz?<-#`U%SV_}MUM9BV_RHmoqq$B%y??c$Qq?EXwKVpk> zYGnpp5&kvW8`E5Awq%<+oHrEv?5o&~rJLT(@x1f5#TMgh1A7J-t{SqQ{#bEdK=x5` zv=jsj-|-7ea#VH z5CGR?kdoXjAf4%9U&|`CZO??g2pNq*JTC{i9j{S9qn~&!(NwtOBJiVDhleF8Km0u? z8E3C3nO|jJea1}pav$JB2^p5(bqKuQ@GF~-<&(Dc^vbl-wO?FP!3t;0xzY^?Rt|DI z$j@&v-8EugHFK65Wi*u0*3m;7tVz#KN!H785S*xTDV~azUMZUTG03^6W#AH_mVe9rs&N40=%#vDgWW|f| zHCPy3rZZ!7FjNe?dh^AZdtfnn!sFP~F4)=UrtF6Gz_mOlx3zR15D6Drn##^{Wqat1 z3riyE57%L+`eAS_mfZmryV)_qM?bf^yloXsA&bG39a+|Dnh^-rAsHba;`s%Y}=X}0{amfuR zh?OH7*H{gq;m%%4?=r#ZUnA9!R6->PSE)3ejRQlJjz)f>*JfVhl8@OX@UwM<8xy!> zLi{kDp6ePx>+$3>ExTjD1AmaiS0scWp>TTk-A;S1iS%uL*FLA-PJ+RxMARmiz=xcT zmR1eVp?uQWQRDmxUlyN-i)g#l84>(2h>opoZ}OyOGx3GQj8f?%$`MILu zv%zPGoS^J$1Mr?O2@6sD3~$Y`B8%54nEgzbn3OAdSghz3ftfqMVmWFEkeZWfBVMuzs{R z+psLvH;#I2@z^@Q4>|)td(SGzSC$MQlk-!B**x)y)X`p@-$Z+HNyQ$=+R2jb|De5d z{y4N35h(FRkG){?)qAse4^@$(y$D@@=I9C$L zyS5bxMYIB@%YCQx?QH*%?3g&Eq3jdC{%kDk|BCiTtJP?ZJ^zq0+PnT!^uyV`k(AM1 zO^b+!BJXM_qrHNR7j7cVhm_G?rwf92q6almMtggXeU_?yQAio>eW<~c7Lb0IGTIwD zhF5k^;w{Q(Z$;seaJ|CX0inHoVfNjjtwzjXx5Oq6+WR4ITgr-3Yvx!;UfjxU%S`lV zOyZ!t4;(XiIM+?#k1yX?wvV|t>`FK1dHtl~eiZo6o*`7N3`9n*cLG%eV}?P(Mf_(GP;?42H{J6oJu{F*CQZV?5WPbl1uKASS7MKep|^ z47vy%?KkK+vYakqy%Z@w`m2i!`)%gcVRWuMX`;99(l*}W-|kTD6zUT~`t zzq08J$LX%7vtk!@Htn||_$A2JxPKbr`#zg*-^u+vzoNsfP`v#SV?sMFq79O-mXv*x zy$)z7IE@CR?b%clGUcSeH9!+4(P&FZ>0&D*&X0YVPOwTjQouCDRK#?K293SjXy&O4 zx)&tadrMG1h~SW@x99k!;l!TxBOU|`z)%)#tI;qyIB)#2o2&LPs1|uHbM^ZSqR#$a zyC-F1mD4t*e2IIDz0ePvoOwQ#b>5x&FUFOpBC2I=V{4B zr*$12)k^aOHSy&+=cc4!TaQZ%2n^-!w}1{And+NvX8$#nw7+otf`lo*=}^;sre>ys z8r-JCGzOUt*WfZ8u@dhF(~)aTC#*3YYkJUh)Q=xs*O-p}@l8lW&~zo6N{M|vZR*DU zOQ<~;yD8?JUjE&A$7v-EE>7EUiojv*t3g#lA$BG$eDw?9df*=Uyxxq;u6GYDsTZKR zd0A8U!Cl}y7q2uM?OjGZa}VJcKXS?oconjHo9~;QAb`-(c*#AkS2RMWcOTpVE^~hH zqvepFx!1Yjc5F(xKe!@fG};aV+KbE#x{IzStS%bX-IV49hfzA#R?-npf6&Aw@Hr4v zQ97CqDP4Qrot+;yydj{=KT9ao^If1(01s6jq)mL|30&y@2|ibX9|WZ{Rw{s@YI9!s zF|JeIj}pPOHLo`d1AVl9bn<;H-yUaCi7l>6(Rcwe;m3=MtWHA&>X%R?-@}R*@8^|? zOaeP-PDqs=a~i@?ezLzleFBwGVV!P`gXb-TaUJgWPsjH$Yi5YKR~rFL^$RCQAe9^32n#X27oq4jq4mUebdQ-q0Nj%1l52z5;%@2;f{rc9Kfq@P>`0rM=W+i`%3ue76oC zSZr~nLWSUXMODn*OLxoT^s(T$)lSBrKb~30&3YVDeHX$kg?DLw{;~V~9>2P|+3QGb zrn;Ayy4QUSts>|DS0fc4PgPkDyUj~>UitD4YUdW7d)!_4hf4^mIt+qY^v4#9U*&$= z&CV?Cf?6**g>+nm4P$@F)k zcHzD11z@DfGS z50G1t=?ms%Hm^x0SQ9_%Ft}C1sSYQ$SYAFojV7N=8e5E8F&w%t_gR?y>^GgGuf!6p zI$uW?5drJeIn&@(rZH7Wdb%( zF6W0nb$#WcctSZj_Jhx4u5T(4nYkr{9qx7UY*Ri~UhNz{Lj=43?3&Sgt`O|(Dg;>gv_zp zVM%8{LB<_ZXIsJ7Sja~1nWYONu&N91blQ`Vl3YOhZ-zy8u zd2PD0h8%Y04Do+HBD@$E{qq)Ud$SQ2AP;#VZLB{5c19c#B0g-G`&LR`>FQQ5$U*6b z`;#t)+;ejsw(z*ZFhpk3W_ys*ZQSiWRE8MiQbegt2&|u&rzq#CeNELc$o|HH6P{sUgWh-@MOr_NYclByO4pzZ z_ZV?r*l?YcZm<#NIMu5FoH@_qpCCiR;d}Tk_BAMqs~Fb0%&4uq5eXV-3T=(sr2M3f z8IdboqTt`2ByyNLWr%fr)KNA+)U%_J`AZlW-CVnG*sbD&$?M>CrUY%zW>-i%a4+f+ zw+kF9)e2Rzbi;bBYE6c;Hhu?NG?NwdYlhLWdj}Ho`*=^lnsrl)p7{mBmlcf7(_^2* zDZasa>KT^UjaABz6K!5#wi=6G&)9eVFH>faiP;bPnvaoO#ve@`_8t9lnA)HLz`h>5 zXBH|A0QU8JZn9_E0AOG1S5Bh&aqO*nsDv$$@b*o=Y%WZZeO+k=>k7Eh0-l2H`p%+Z@6}OgdYeYbTk2S zIw42dn6!-*14~{@A&X84G<%S%~_3_qFwBHygb*pqOpqHiT-_`S|OYVC)x8?Y7SN8k8Ms{#d8SfdPMG+v1V*Pdr`Z;y*$ zdIwiBdM+tIdT>e9paX}nxO0p)ad5|)#r&E{2se0P9PfX^q`^t!y7nQ4bvV-;h}GrF*2f_}$qCP)9_ zeh8{AQ>5VyFX#3`-a$!^G$(S{7oqdmpVJGo>IaMK25bf!bf_xj{Wm{EUFE_VbdNjC zmEEG7VI4xpkjx_;;T;<+uJ7Kg533M5nix6V`Yfg0iAmvv!|HH}i?7KDYFbzPxdZe) z^sih>ISwq~+v^0tlXAPvA!;p%gdvHMs-Y1p)%umOXtoU|Yj&-b0P{=aQ#`Ps_AzjLY)CzK64 z+w!c=&vJ(mX#L~^Nc-UdCa~a6Z4#k9$?Esv<%MC-#+-$B_yFM)R7Yr#5$xO^1L8D)aRl3RDxfj}%Hop9@ z>^&%F1Wtc8KIRXXP*gpo$QsrU`|enHJ>Cwe!@dbU+vUV>P=bB?(>RKaSbBP%6?NEm zvYOHi<8v~U(>SWh<~HT}3^1iMV>@No_s;1twOHm~3H$a385gw;3p=4hJ;+$#b;)pU zJL(4*uifVrxMsw_f{Y(oWC=~uRK=Q4It&|=I2P8gGSWNJo50-q<-C%i%{^?74xdoc zwm08BrA2Qma#nEtI>`8{&dq>iX&pFDr)OGdc4HTKKb0vI-TA{M1l8^5h_+2TCLaf4 znqL(sv*FvHVP7&?&k^mM54tvTHm%~i0KNnu{OYQq0$SYHyyw*k1ZMD_32p(-f8biq)g-T)9p>PK@Ww+87sfs0QLcOt-zWc@Jrly$K4+W_E4_%WOc zf4SzOeu%IS5v@n`J}Dn-vRu5;_#M3U4D2R%>1;66e}+eydZmM~W{%7}C(RAY+1-k4rAjV`?)yz>9C(p@bD)1b$>Q zvaaCvhh&Rm1KWy5V~}DAxW9#6Op#=Z74%R=pV|gnZ}3O!XGp$Pt3Yd<^|Qq+Lcf#M zZ{w1UDMp@-;DPd^8U0e?pnizJ3q`Fqn(N@aTI>q%rp@p|C~Jk*Nj=z@T_|{L>Sg%) z@oItZs}8K?#EklzkrlA8bU~sBRA7&VRo$L;yoakI-f=_Cg0US<`z5Ef=VQSh9eyX+ z2|+xate0;Z+zAr8n}Z&x_+g>LcU|%0eFE3{x5T(zevbXwo>Hn>K0Y(q9ng<<%8D-6 zofJuqb|Pz);g!T@m~CH_SU7+KbSpEzwv`Xy0NtTpBa+uAP!Dq5@QWZ6 z`ymh=ra$P^zw(r_zUdtT`iQUjxWqx|`h!kC-Fn&RY$!k(eeB8E>d;=e>;GHODZYZ? zk^(7bKl+#w)h_WNLi~S*KB~zz3~>sX{@dsyx*uZaL}uW=a$Ri1PM_OnY+bOMQTp~W z2OP0&aay&x6SBT*_qZ@xVs$LOyt7kTuUKu+>A-pLD0A;JbNxIp@7}I6Sgi|mR=m#> zH_l;t#oA7I&1l6U=FDto9sJX=6slT2x>j>i3J1tOKiYWUE@iawYJ>Q(>#@O<(MHqI zfU^0$_b8){ibicG7HL*eMjI8w&yMs@uBVJPdMLC>JiDAl8Ew>@GRIFZxqvd-xM_Zh zw@^h4WwcQliz;k_~=5%N!$mS#%a$4 zIB4SZ0O2p3`^{<}z}=bQq}VDof#atF-_(+ws(;5!og1D zXd_BTd%(hGuG}FNc_9i`j>07n`?@lL;LAtQO;+KkM%cgfi$ucKSm;7u*bqyq1*aK@ z?J55n50=OaX$(hFI-Tq#UrqPKfIYq_aEd$VI$_5U8sg+MJ_`bxuY8&^#1r&Te(?^Z z{2In>D1r$9yor(%cTO<<9hvoH2;daEdluuYpxC;8fP?z!kq z7Z61F(fC*dv=Qm1AQP8r5SsdQxDMnHQbLpQW0e|>IK0A%^7iKzE9pZi4>AeX0Y?gu z?RsA5b6J}!L=yJz7->GC!yK!>a{RGFpb|Fc)s|-^QV(FOi-gn17m*mlW&V-XEtjz3 z==tu)*JopW7mqrd?`p1+N4`)`Deg16}^b= zlrnhN;^+Qx7&rZix8MCc;t&2ZKg5smNRy>i^@2!MP?cqm%muR$c2T&n!Md2usH$F1}#lSI+Ar^GmQf8x}OFra6NgTEE;2 zq~*NK`m9mi;t0-2#c5-`Na;pDcrbT&)j5bk>&MvjTYd-~E^P0V#|kh??d9H^r^K=O z$8K6#9$o;|xhePgY}3FwyL++T-68a=t9K8-y}%h$y`i*8WJ3qcceumkt*^sQr|=G0 z)@23y0?~YC6T(48v0Yyd%~1!gDR77b?% z(6iS}2;0Uzt3&@8!MJ~c{k1>HG)d{)iYM$)xtr(+4>BRdWgrr#Gs0~$y|-eM@Z{DK z!VD&pY<2nbB*x8RQa+>(FCOBTV*fOe5SM}67u4oE26vUX688@v$n@Ew1ET|4qF^1) zm~&;VCzTj6lX=};yo?E$&aZSD)DLkoeaZYiCaTyX-~C-Stg$eIhv(Cy+!*G)XGYu> z3YBn)H{yv3|BsZ$6*UV>xJ7=AHtxKk#v@8shx;>y_e<(Ng~~FI;oB`c{xT~IUo$uz zL?3zw?sY`vC#w_DMtteUmk#{OCJSnOR|SXomzGA3HiS-L&YS-EbYcW63tf|Lspn$p z1&!2qp+_vOj5eXQw@TgFK+??RN1N{rZh(0O1J1pgw;oGDL_&Z z_@dUXZ^D1oVdhV+0~PJeH=p&hVH5H~8jU>R#j!Dtw!_C{QO01J+pPi)UuMD@lpkXq z!OFrtrR>LKgNtiGfro$9E6pTOM(d}XK-!+gFPBIx{cr;wqx|UmNa;i`g`ANyO9Ep- zgwQztw{#f2`CD7fUrvPD?S8jTk21o(Zv3QHa;N~jEj@f(2aTkAT(qb;9^HmzZPiwN zx@{-sWzpknY5x%0dTCIIz~bc>BzB5@O)ig90W&@O_q#I@`GEp zE=;?!ZE7mCpm3-5dHT;13YW<2@@g;H+z9-xbXAXwnQ#)R0FAYsw4B!(1UkxIm4GNp zM}Ir>5KFt+t_38ka$BuFS^oN13>AF!E;HJ_FwlB@3Tk6FmOc6X=wOc63Y77m(fSo>4J!r;L~nc zgI$(7wY6fQFbH4G5feFZ9VC{UZ}+DaVtv=K$yOeuW7FOM+ zaXrh|5rURHS^k0*56{2EI<^Wq(+w&&M4Y&p4yAJ9qbHBt4Wc9C`EFiSfDbb-X|9&P z_m@d1d}gvcpdamh9Xxt!Rv2}(_k0(;xHj_r zMw^#S-r#ess)91wJn@~_JmI2p%4l=N(DW0bCAE~%X3K-Cc^`-0ri?ZVo~xMJAe>7X zZMHNl`&gwHNf~W+Q&62CyS-vSXtR@wUc9NuR_4Wv{QYP%Ho7fKsN0MgvS>w_`g&{T ztrpLr9JD!iw_+~`Ro*VOQ}#%ZF;l#*w3YMSdsbuL--k9M{tOm#cMH7SxG!$789CaF z&;|7cHG@m5!h&ITm%&)>hYX_qhm^($UESK!=g=CL5}vv2GRUHIm&o^q9p zpv^}3(Z~~qW;zM9oS*3nvPeN_tPB6m%CH>2s}6Q+y6ZGpCxSf6j<%XqOMRadT6EOJ znX<=Ix9Uq@77vRM>4X~(xMvkHmRLR+9WZgbzj;d)Tl4%^IaLUL5M*uicyKNULKWVu zoE~IIIc2kJ$F|RD=Trb+bHA~jP1-K2^u~y;RJR~tTtBbjNd0JKFFPPxG^6PFRypcu zbCdIEt%V~A{K!1dBkqm)6k1ZHjJNl<`bqqjl`-3@!Q4Dq8kX9RWgIx60RDAyJ8SGm zLs7G*=CqYTFf$Ut30@p~hW9q4PrAXHpm-n|psaD2oaNB^1<${2KMXRE`(s-- zEgQ!l`g|WDE(Eu?(TV*JZQV;&FSO1Wwd%17rP$V>40dd*A4|Z(VwmIocq-~IXvi*z-sXs(mptMV2@;=7LUE6@pCWYb z%z$EBWt!Au4|mIh$@AwsT~p>_R|RCWq-vz0)>(FT*0^La*p{>Wic~LH2oJh>KVH7b*PmVAJXn}x;sSAT&wDyrPa zvv56Z%uDoy)3}J^Tt#;LQl~-D<^|VR54*QT6|3!ffAT}=SP+fy zZL@L;XG#gHdl#tP!#dS!ZKlrp5!-tCqR#56X>vcj_EX(6f{_(eZo_>jS$Y ztBZ>NGPD_4L$p&GvOrbzg>>Xxa6&`lm17;y~G;i`e8y+^HVzLPyAcE3)kkj#5mu1vWb0%bx!OMl$3u%`+ zm1-75m+5L2Y)hrQkAn zc!fAK$iR|H`>C){yFGJqP%$48E$tWR#A!n3PW6 z;-tqji5x<{6I^G(tv0+r*ss^#Y3d8LaXcruM`glfw0@@K$4q*qH6>fy-h?UtDyI@@ zIZy8X{NmKGO!$f_?|m14DUnc5=>cUurRl~KVEgR5mO7m}n52D(9yiv=(fj#zD$*+=OF~8TS1N< z_I_;JcyqNA>_ZV5_ZfXbQQ+3(O~nXQ|8nAAb2YBgO0YJJPKf~W5ZnMpev9rjL@Z%@7r;t z$)`Bz+=iKm$fIdn6L!oY{*d_RWu@S!v99%@|1ID~DnJ`Tj^Z9QTNL_bB6X|h==9Yl z*Mn|BD={1(zo|vt2T~Kae8|YJNo|CPM2#9*u(v&R&Ee-0vkcrMicc8 z;J@+sd~8?vA1)!N#w8&Vq95(G;@|elCWIXAMP@p~fhk4r{StmibO30tMOxW-|D5x% z6rJgB$#-%4Ga2h#Zcs;iHGUKAMdnxhFcoh4x9{Wsc(ga8ZEyCCwfU6M-q`nntK=>W zri}KUHaG+G-3EGqtrKbX0YqT+qrJ8~H)+$PrvJ~-Uhy*#nyvRI4G8VsR9+P^?X51h zlbLiW&(8(p`D!-&@C8RKMC;tBwy7zAj4}4VM6~zPqZU4Hx7W(jC#<(G-!20|DUOrG z3bSCFepPnW#ZJgsv7Rw;GmCje&g1pNDWkn2 zYj({`?(w6H_VPr^*UUOoN*V1nw0BA|?kS>-_DW1Kxp{E%Bg$wm{dVvohlgpD(cY*G z!MCwmS(MS<`yai_;@^i-MthIx)D6LCr2|5HJ=f%h;Gnk6YrU6jImY(DuiuK0BJXCx3I8D&<5oJ(2*dYj%YN{K?CB}m+O2;7A zy63H5<2bt#qip}4Q9AKz$j2Kn9_1JBNMwEKGcB0OfQ3RjEk^-F3y>Kl`0_kA&`FPd^ocbmMt8nb>O`( z3`6J`gUOHSl(ef*-rwyDALsnw$LJ$R-D!#39;q9Q2{-Nyr>$VKn`S z3w+J(Vnn=hfbLnEa#Fk7!EMlp(6lANV4^h0(S3Lms9l}SJxZQN-~6^PH4n6`y5m=U{%^;w?h_zRztuTXr^!)Y@T|?X<2esOU6Jv{!*D`!} zHNr`mOXo7<{UGi~H?Sk=c9G8fl==D2<64~n?FJe{m6R@(-YMP7-oNCG@?)Ri^s|IQ z#*1Nx{6zYr)%+3H&z**GX#LicTcy*c8l4^X>INvG{1{rK<=naM)_Qw`m zXUPRFKTRF&o$z_}+$#f!Ev^!i*dnh!(AeS%%CW^`<_e5<% z?VUAvN>PFAS<1&u<_cLQDV1IYcT~~@{T|voV^+cw$DOK}*`}2%j+T!F9>%HCGudIx zX75Q$p14)QBOCGHIKdyW#VdC$(#xFoYqWP<%LDIELF%w*{IlU#CA+Z>F6SjRugm^2 z9R^v;ST6OA5Uf6LLdZyRv=`CR>s;A!j}m<2%ZoRhfgFh+UB}pwOR%yKYeR6c6ALT~ zbB60AIT0fM$kuqhwCiWY5*)xw{0Bc;5qZSl*hNcXF)wmCt^mr2HwzKYAgIE2d<)Yb>#U&VwXmmA6}FI%TPLoHbI9$mU3;y*>$kL zc5l?}%yh^>I*8^HOt7*Lx}d%BPvL<4kU=d9X(0VCjDq}>gN)LfUGei%KpSzn)98Mr z?UI&w-KXM7Hq@Z?Gu-#zbQs3=$>mV5av>pU77H#R1Bu2sLdtJ~-|T=E!5l&)B-uFg zXbHI|vg(UV(OzT% z)ZLhy4x)9V!&jCD!9>K$qPY>REM!2+rn_>}jUO7Z)Gr4@463GAky}|QYi?)CIR-)$ zO80=Ajy91~f(n8^0B;9;f+E(7h*0u7u&s>tpM518%+Qg_vLT%rqqT2{*~zjfpJ-*_ zaz02TB^!pI{0xcN5AgD`D`k0XM=+>NaS2T*%>WC$LY(TR5%;4YE0ZjJT{GA&-|;kL zEe5S9zxWfR^>Ym8qfZ!$!Aq3RkerV3(cnRkCGlwPpRFvUoI##%pTjFgis9azG;lEVE{xT~I8OZ%;^V=rN zhb7m3jW**RTx8^kjLLWlBF*CmkN6L0Guax&nLwNm@;=Vj|8^RLY!Q1O%fsTBAnO63 z)KA?nJ1PtSr5@S(pU>OHB?KP3i%iu1Owt>ty<0JgCy#*s;u4;pQ(N{2q3e(J4Z#+V z>RQJ`8U3}H)YxbA*kpj2q~i!yBrd6Oe+*L2e)PB7OI>wM&6NKc`s*gve7?kY+;5}5 z=zf$fT(|uzKj>o8t@q^1#Mo(}Tq0oiJ^1%g#i<+su)lGW$G^wqoToEdzA^dbIay=8VmY z+jA+Sy`ys8+}YpbLmBPmTQ{gxQ>>6O+B;F;j8-d8K4r95^%8B?%;gU#qrI&6=Z(Y` z-K326zCEz=bCSeu%4qMB^0J^Ip23vSULo5(Y0dEk144TvRm3k!9@@m*HQn_&2etLA zwyX8hHDziXpE=0zo(0piQKtV~T6&c9d(M5Cu&}uuYj!YSjGFU`^Id#(?uWk*?M3Wu zwn!OHKi$qfO>r$b+KbSM=m~rV-Dd02o6P*+9(sPu9^!d1$eJx88NtpS7Lhbjcefv` zN9br$Zn_CcC_h6J zf*%5{pW{ep`slWutzYHBK^&!HEGI4JT4W?=+&xc?o0zWlpkXUDL)%4wbS5a+g&bsK-ng>{UqHolxa7?;5Oksw04JNXFmbcmV z4$PptMyX=XCGdVK)P3AB9cHbpKBZjI0w0}M8w7^dVUE^`?FRKb;eC^M#>n9ZlvP!M&yT_*lul$HK|&$* z3!3ny8kSmXG|g>X4ScBI!-?GQ!T3D)WAmvK1iuHF^)qo$nz00^!w{68V=lo{iu9kL zHM{?&b%~jU=Xrn=Zhmm;DR_k-p^)1W<=#@DY+pKSkU2j-} zh)SBG-*5RL-magTw0VId1fJBr+HzP96JKw>BmAKg)>`{;-m->PY{AwrTm3r~P# z3jUEaY_5IHbar-VXb^JNjh9TqL=af{13?#%teCDi{F?d|rp|ByPBI@;STS(f)UkrLY5AKSZ9 z&)JD~h&tMP;jnv(+yG*GPi9)GPKp^|Y_Fj@VIK=VQE)#5?q6WfsQygS;ro1K0)75U zw6{ODw{fQD-FJc1(cY0w?XD_csK@qha4gk-6F;!nUYWJ5$VuB&F(a=tvlH%)g{MQK z;JkP!Q)q?UV>yv~So$srT=|LU2P$ z#o50twij6g`}c#ytWFy`>s0`0ei8wE@nY*D6M3qz&%8!!Dr)@UE@CY)Oo>(&?(yQx zponXC!0UEg*Ma*{pn@z`G`=&WYs>i0WqT?mGSOpc*smnlVU%q)OO$?zgz5j{cbcHX zAf8k0R@F|>pIkGh{EHuW%=uAqS|Rz~(J`PK?9%QBZYW(oIUTJ_j7#g#DniB|+_Q%AbY0V+I;Bl6^vl@km*`!ag4P+_SY%r zHJRULrg?B^GQo<(bzFRWA?36TyB!A?%{l{5X{SOo(hW32@||__UNv27_;{1D&g;WB zeeo8r6gY$OqyKvU3A(42w_Sj1XO#%d0j+yuO=YkYp=B3eHF#j@JR*Wp_RU!Ol`-BK zYtyh%my!kI=B$A;b32Wnjqw5LP5Xo{E%*pGoK6V`ieHACO^=rQoO%G}Zb=%_O~dK- z(e%hq4J}}{c-U!Ii4&la5H~ro@hcRL-;g_e{_Q^;OQ9OMhmTlx2gn+-F^Wg_YW$N< zkfXi$3}MrWR7_}ui*r(DPZtPkP`brM;n(- zDxor+9qndZ35MtyKj;__vPkJF6}T_zw8s(rIk*yy>m-PkRY7Atg|6nNx$^Il;VLTG zdfZ6)O=^z1t)`s>D^NOFatUmx#23$Rmc?Fxnc`W#*?Wdpf%nt`OyrVhg9ZSA%X3do=s*JhzLM15wOC`pHG@gpw!#_dKG&mjqhQqguiNf=R$;r}etzGzHV{*q zQ!sbP?-BgoA5tFd$o8P z-)oN_Js`CAMpB3)&sSY+)X_nKcY|Co+ZM+xXMacRZN9C7JNpEaZ+-mZuY38jg+;}$ zl&eop3A7tE8%~X>SZ1l33z4^FxOf+L!Z=SxbDh8`K z3sYpPE`5uQp$esoKS!!P3#ep;(t}kAs3zH3m?-=*Z>h{Kn1S+}Nc2M>Is)tC@fPq( z=H0M#dmh0rK*o=8aTzN=$dx)qVK98fQ`;_Oq<=WV{kxWr`xTJ;9(NDcL+KO2tzDu4 z5QF+Xs(!=o@z2tM^eg+9&hO{t;%g|qd7>u|%glN_Ub3sm_bEuxtlR`^Ls)6Ed8! zBrfNfN2a!67PhsYj=9!gqH9e|HD*^q)#MY~j}9I|&%U>BbHtD~EJxo=_1si#;6LSk z9J?w^H`-gxJ1$cT^7wDpvL+mZhPDs63bUU6;aWCTKLFCu{pa>>g+;M^)5+0Re8jNn zk0+m&Xvoyxhr^hsxlcSir(sOEFGWEd{rAs5HQy;W7 zj}e$fn6bFEf%^fF{Vr@!;vB?_&*VLQ_5{p9rXY?EkIX9sz$i-=kL0$DH&I7G z66Lqb{=0-g+8^&i`gZoY%O~G9%B+2Omh{|SL{ih5db2R^rj|^@ks1FolGuhaY5gQ7 zo$Pv_7({4KGRfIzddZ?Z%Y)$I{MiqHNG$C=>FyA8_^`&Qx--y#h$@=vMbdJlWqvmm@RS!3{idzpI=HO)KjVTNRBz8cLBV_0`F|wFOKzq&EnX3 z^WkH_kioqtZo+}k;`|{G`RUsEhW_=r4p{W1sg0V~T3|P`M!#UpQ|ydqp3c5bOYn-l zW%g`&IV?(UI5o3w5Pk8-hvK_O-hefm;;!nQ-v>=fYvZ;EKY{kgV^_XkbM_DSRQ|3G zgU?9B6V#8T435Ze+9pdKZB05+S*DXu32p6S!xND=P8G0Ag!D2Pi&b z&KYQI?Lx|#lwYVt7cKaU&h5o@U-ta&kF6a#^}x{FM(Sv*@qzs}c_&bht?e0CSo@qg zu-MvJcGGztXscp#hCaI#{$(t9EO~PDWq`HvjE49nXWvvp#*{|;9m9Xb*2-LIO)M1r zHQIXZUQDY-mKLb=mMxH%=*ETwO+Bh_QT~_dFoxSXMi6Cj&n`B&4kwTsv>qSAjxpQ=$a#HP%X4Tk zJp4I+cpBKF{6xst_|Vt(){?`cU=m74TSQvFyf=Cw(Vb~v`Y*c8gxFf78Z33mM#z#B z`G4Gfd0b6j_y0AeGKEqIm7!FWWD2dDl1dasBos+0goK2fCPhh-O42;f^Q3c|C`1&Z z5KXA4gi`Ul_j-=@$NBmkr|0#0eqQ`>kK4KLv-duG@3q%j@4eQ3s^=dLeaO;A>%2%> z-pI`4LlbP1DC?5^cO+iqDu+WiT3-F{CQF45PL*TRnUcAYL8FN=N6 z$vS9ReHzNLFFH#B0n zcowLv^m{2G{T$n7mE)ly%gU#^=j3WP-x=7_=+r?~RWv3RJ?*Hvw&x!%p{VLGh!*SN z8E^@(VYf??_mZ=%$Oz|TQtr!An*RF9Inclz1niOL6-tm$2#%9Ud7^6W+98|Hf*OkR z2qhhHpIg@+F&}IPMYw2Tm&bR76lYcwBr{^wWpF_KFe2ovDf{s(zeFx-^sxRw$0ZtG zeWZPcoZAlTvqj~btD7f1lqvY_JmBzNc(7V-#)`puH1is1-eLErUS>GYC)M>ZAu#J1&HXe) z99^HaXowv=e|h$?gK#`7J>cCQ{Jj1Lr_uL5p*ka73wwEW_4pLA-C(nS)0V{CGuR5x zLo4Nn*1}+z{U!CSJ@!8C#I~$Q_c1fSuiav@jK54mAQOzkcE0feo|tRY+0NWCakmo& zz;-qj^>h{%P|u{iMm%4NHUPGB|1UBrllcw4&$XG9*-n|oqv9_nT&K)-jy%J6Ed@1B?P(;uaS z_1a{f`x@(nr5#q+%ZRYYuFDDRHdIOYAsKLKeREdUtTShu6q6%XUdaia4Y!33aGhLV z0PbJYou72P2j<+6B{y0#^9-8mcJDgYjO{q$tL^aDvz?I>-}2m_o=2JOT)3+=GD!A3 zWwx_&+Ta;?p5{|#J2%Zab6ZlCNtx|To>6-GAa^-swv#^W-0r3g@s!!lY@zoaLV0PF z*-rkmS1Y<2eJQh@E5?3G{*;+NAhwg|+4ViucDi}%TYZ#dGYcMs=(^Z~+XZ07e zycHRyeQY*Uwy(XNeZ9zir@8H}LEg&XrbhO6=XpLH7SzkiYscXorkhRmS)Zn}?YvHS zNtp7O@|v2PTA1>!9%4FT^JMwWj0xzX`AA zGhM|(EoEI@OwX}CMNFr!ra5|<&UE%#?yU6a*=*mv1gU>EJZ z`oG{ZM0Os#1qbrmyQ`(i*-pfl?%~|g2&XkGDje?(9SEHVNLM$VPu?hVRpoyjb zs~>=^E$g1U{`Q1f3>2XDE;qS-9eUTS%jsMy96>5V%d{t5>-T7l^7m}_hSex;(`kYq z0BHr^_*1u_PMo*b6KghZT60!5ZH#6w=LL-{QI`+`16{B7~T48^?{3!*O=xrTCD>fnVY_;FL;PK(^T^NG_^6A zlkSJQxPks@jK*SvmtKE3mqArRAp?>V+d48+>$SaneYiuCI7PUNwzIIGE?=bAebS-GqD{8DygQm!X1C-7DC`}g0?B~K}~ z)gy`(+X~q5jtzR$V_P3f_-u|d)`Nv;MGeVgTg$dd>syLn1WkMiV>eLt_hMVK^BH<7 zwhG|bTP}!AnTI88nQ0>E6~ z4eQ*k@yztz-yYkVv~Y&r!pYRx*6i4a&&CWOw$=Pr+ZTK($WwW=pxye8=8Y#Df zJg3N z_65~$>anexy<0ZthYu{awc)mR^9?-}tZL0Ey%t^ppk-+KFK+cv{`tqs^iFYkbzV zi6duQk(odn%KZ{PrVo2G^sqmu&%;+W)~3-=Vr=U_%bQJaeX=)wkgGpFD=UW3C~w7YSy_>yjicqh3c{e2 zGc{|Eh+q|5?+=5*B2cy+yQKN+VX)|xi5Bzk0Bwht1yO~8*cOF%$4^Xc1);XA=`y!p zVq+o|{Kt)m0N0Gv1jgQ*&?<5MUD~`h@VJ&8-*dbTd(x9i?@=qt%%hiGAX

aQh#$gg*XMFL1yE=nW# zfsnhLOvZDAQX83foj?Y~$)u5vxTc$)k3|kR!5kDfha5-iVzVYhe*msT_3sVPeE#WqF-@7L6ZLL2f`%|`HgO(?Kv6X*f+RkhGpFjogEsUZ;WzQXGx8jufX7tY4ZUnBT|koF}`UsD6CrQ}U^*rtFYKT@D#DrtGLycGvCE?@bfbACq)lj5?A z?J6djrobY!yhW+MC7~|06~?XEw+<9TTD>-~e0pc6UJmwEv4XAK$&IfH?*HI!gl1fG zP99YCc!7(}4lLR@zKHjxJ(S*}XDgJ|fk*JOb*^)BK*lC*(%=MJ z?ATj}TSHILm`Pi+o|hbt`^)@5_{?PW7>Dis;AvXEY5;8S%$0{XCJlh?y$3mmZVZ6! zoq4wANKYK~*w)`YHy8H=v)+s0ko{xm-$%6Ma;lQ%JC5k@_&s)+i2GSWq5ao#u2=Cv z{lT!w-8lqy`DYypu@+??S9t<6-_Iwntxxe1+Q3K$(izNspyl*(adXAvD6Wd!Q$4k* zRc6lzRl=ExKkHEVclLW!TyPg|N{9+LN9|aiJR5(rtm_l2Bw=e-=8!#Njs7msKg`@Y~4-6Jt( z`gvWET@CE-o>N0PEcBl}L#SFAi0Ey56xjq;qfHCB_{rI31efS?sS!*h!g7@15}caT zFY6c>ao0J5qm`U&1kpX4Zf{uY1qM?6I9fdU?(s)cq}RWWy9l!p9K(wow`0%yy%AIL zVLnnEjiFA+@rAD8mfB@d`6RFL`Ku6^jy6DuJaVqInLhh&W;*Og%VTaKT^kh)K5gq{ zWtdJy7F!zqIKdBsRLA2Gvk7j6t?rJP&dQyII67#;9t0}`X&?QiWf|zipX3f(ixJ)n znXbX(-Egzo@&=$}ER8mgw0&}R%Gl~{J|Kp^7n%~m%0TLw`1HXYaPu`TEm;&_3E!gO2EMdbqRS*Dj1K~B|e4i zba-jIWNP?ED{SVwsq2r(yn~&UFLWz4d@zT?ZSs3GozhrCk)P-e_i%HB-QWOXjxVGi z_~iTQ;AM`QrG>2<+(2>XLP*;uFub}bu^@x8r#5@SjN!qt=O70y&pL!4q454-wSv!o z2|s8W+uR(pFpYA~c22*uK2U+r=HkdCuwU8W2M5w42>vg&o?@C#+_Q%6hbg+?Gw+ne zaya$j*=B~*A}l+w&HC&9xtN)jv0~`Ka%@^F*GfbEZdh_h@8oN@MC`T#uU62;I{0=c ztTRTk4Li2GM{11CJ_z<~jt{Qg0~6y{O!eq`4c9ajlN3&5z`f*_<9fnOICnKR@7|Q* z^s;=H06)WLf4GFA8W)3%R8DMf{ORpSu1Hg7n@3fiJ=QmXb8~Ne4LHH;N}X-y-qtzN zdH}J#cV$eE2^$YIws#3Zvf(ob_cI`lP7d4LTW#E$8~9gdQs%_=ii@v0BV0~BwpY{8 zaDf@WE9G-@hs}PKJSuBovAy((L(ds#s9=qQI((9+3qXKe%-6mrp^EFmx1OokUjeZq z>!z2D?~m=Zo34?aJo?vcbG^Kz^y2Mn;pPyj;ku(bu$68CmBVZP^mB8m`XP`tkY+0% z4^u_b+bVsCY%`gx|J53SE2p@QfO@{z?DmI@DNAd;{lO7ssS8Tzxa7j?hs-<6+P>SE4uXvGBx?u%T62DRks0Y~%j=Cw4BfSo$7G;V`R%5GYrW&6V&Jvrf4@QoJG* z&RN?^7{$E&p4}sWue23ERK&V^Uu{2FeY$x4rT0M9M3D_m8rs)X{$X2?)|ms2#y zaKbsGxKfPw8-8Wgv$i+)4(JXmSbtzi7_34h2P33};D^B5%fc1(Y>9*{-3>g_UqcD( zDp@`8H;+rg@87ve-wWeu$6M(edZha?5Q$^CxrBSGUCy)2 zAPoG`fwq<$cY64GevNGxAq;OQ`x0aT)F>ptzLVdBkoSUG-}XZ~DSYtm8pdlk>M;uss&Uo6i3gE0b`narW1Pc_(X} z<{Z2Qr_>)UK6AMl=GeVxTeIpjD1ECPK4Qp5aF((!8?ovttePVxbpLGiAI>FE)$);% z%3(VtKklk(37{U^y3q8|?m_>@xvluf#b-P+;yCB89*EV-*)o7kzNh`e^g0I++j{N4 zifx@rIkwfv;!WQZu`B}nh_Cs$#6cuC=iJsCDjQDZX?0PKZIw@&K0I-l=>X4dbtmkZ z#rq4Fgh)L(nS7;}+8j~XIqrWJ+nOv~oA6P6)PQ1JH@WPIST#fk%knPhb77s^>Y1GM za+!}kcGf1O(fUFEd9AoG>hr#>5b?A@(IMPprfZToJd_(9J!k$+c>OTQVe^^y5GdN- zl|45-ulZEW*gZ#^v7Hu{#btkdZ0m5-%S89da8}4)fXj+AtnS5o827=WS~r_-mOrv> z(jd*1fnw>Wz4W?7F-8E;h?I<^0}v?CWc8xwq`=-^KRfvWYcs=_PY^(0fj7k-Y!emo#z<#cfqF zqTfHXXn*c4UxHou^BRWWYTMUsr%ADxR4;m#8i_3qC9XRy})ntrE>r+$v-yS-E*8 zoYx!nLizb7uyfH1pl@k}F+l=FR%s70#(oidrbRbq`EL5>A@e)1wLD%k1C2r;bZ`9Y z%_{j&UBt6JCLWLup~by!FD2@+rT2FZJF_G9JRHP3nEk+#tE7@` ze|hHJp=I#|)|IWNTWCx4)a?>Rat>izs^eDF5&Af1^V;iQwp(a~8Gy>L7dG)x<#S$t4_n16=ejoM) zjxMV{)Qo-H>6|cX+Bfjm?EGk&vk$V;7ngU8$$%1#ciZMBe*VKn6;+1-GSoS=pPFQ) z(aHe?ncmV|u(W0XL8jV~A39zSAjtH2;`&sp0R)-mo*3UZBYuEErXp(Be-?50$p01X z7cjQ6J@qdRGSxOYv7df{I_zo|jA7r|8QOc1Zo?p{`O^X6z<6oAPg(xcOH3g3Fxm>k0dlQFMcJaiZTGn!j5!if~*YZeHOt9+3oe zwMEx~t`|nmC+iOCzL)4@+^X--o*ZVz2&tTZ< zLT;M*<2@np7?n`X$V2;0Ar_akDho&nNNSG!|9*#yF$YzBMf zNMF7@DT)xPM21rr-SNS2N&%n|M>N{vALbUWGoj5W$~X%&`uq+BR?_ik^hTf!>HEZc z4e1~Dp9m>^@!zqoi4 zh!ywxtyrj^hbfiU8hm`%f!%(-2m0<`!Y*{4WiazE{n%Mh^)~nG$>A4ZB9Bja{`qep z%td$qa3=RJvvTmYo83L?SKAcz#47T7u2QEx>GJn%S_cs1DP`guvTy*j=a^IcFEa)} zdrtkYXwO-cY0vS2$--hPX_RTttcg)P9v3<()1Gfm_B={jyL*7NCxbHWnVztucTV}} z{~7Hmki6vjO;_##(Vo+lQeEA6bg=p$pHIp`PT1?}0@W_o0j5b&$vRWrhzFRCe_nq- zQMg`l@54ph!nbFF`Zo<(x^FQ=+tTZfOT34Jaqe5^X{Y9OpRc@RccdB1eiYQY?XRaj zdm5h>otTwOnf5%a@XS~`_%vnOlYTuZ;N_=81o6fAuthwD_y*=-1HSJL67~{N} z(mR|3L%$S1YhmAi__&jEkm#RHds6k(A=;dF#}q#pjZLwRY$2yT5gd~#><3}C7To@I z&LA(sS`G1klb8f87a&LR6@SlI{ zlL!Y_AUMnCDbL}$Ufn{ixyitXC>b=m4{1G5>S(N*IyxD~ptxn^I8M!&0)+PA)(qZn zh!)InEU$-^%J26Vs)xb~{D)!ZP#FFotFSr|npcgRz-Kv=E*Bhs>HPwGOx#mh>*?XibpEPEIUb{m z{_u?vBmS?gJ0ret-7#f#FK#~I0|bK(<=?0pB1tsryUVoTM-Lq_BAt1^TSFQ zGy6ZYfOTOw7ZD^x|6Q8l&b%JTF&>^EQnC_8BRCohM>bMEIq&)sKXD-}<1;z! zczWo{p+~q}U>g1+*zmRkq~&o+DUl+~Al$QuOHAawShC-ztfxhIN$+_$g8zX1pm*d+ zj5y`7KG15iJz%(C!|h;{mOE^EA4^@zrxnAZ*R0XUZME};LP326TOU@k%utq&)!&cXMm|DAD%tL-zEUBww*Pt^g zuqPmG?g*uF?D7`7sqL@Zu^V}vZyoja!KCyOoq+o^daoJHEOd$m*h_>w@*Q7}HONVP z31!~+%j{6(#d6p-%V;*GBG$ocI_YHUucK_y+L+a-BCg{@2InFQFkW<+?#ifa**9J{rS0%W{&E-LqK*i_KgzW4oLH7$_{AvPU*nam4$#!XhkRb=2&ud0FH7gY4oDw7!}p z`fIjrX0&G_?^`t(^n7Gly=n&*GW2u-eaqi=fF`cJv6hQKgRAT5kB=Xe_;8e*ZA00b zJ9pZ_UL?`u#pf%)hi*1JLrm$4;273m)Z426xdz{Aa56cl8 zV=6h0S^P*Z@SGtb#VW4T;A=8cPnycv4!EY7lJm996Yk=REBnecBVFTYjG0rPKKMX5 zu#-$jd7X34|HD;xxPz9*F#F-l#`_J?8MIR*jOaCjUw5akOa<$I;IoHTEbzyct?$(pA|whxnju@YgHB&9JAT@s z;8ZY2ZqS(er2W7gV}ON^J4U&l;}+hXJ^Dy0n4sk`HvdvbLD@Dz{mK=demoFebGmER zepzhrqnYgvm*fDOu=LZK^_H+@&^WaK-w#mdk`X)9B@nBMOIp46=3wSg?u{SRMV?`C z<3~y<=?B7-H2njg9u>pvzR9M2H6MX_y>hbu?n+p#jx8QD*%P`hAHKkC`2h>LmDA#W z_)kwuPc_I99jVr)LD;!&%g{CQXX~9_cy_;b1KXBwn=WZ_2-l(#m5aj=X(;%>IxCCJR%tJB# z4$w=L-L_pz1RJz{Ho2rTW8Vz}{j1)El(#jDr92h7>XHb?XnDrD|0bd6r7WvP^icIU zu^kKuM02hLrV=C+(tKt{eh>Jk?DIHfasVcvxC!K`QV%7X>z!(|1OXH$K#t>-@3Zmx z&sNmWn;Y?!gY|onDK2e_j8DAH2~GLniZp;mHzMr^zMhmT%(-Q-5XI3}lj26jH=j+} z9Rs@mz-{;~3FW+(Yuo6k_0VJN+HG^x5bGUTye=~_8S5wxpQ;w{9vt4sVLaxY*rw+X z)Li#yVaMV>Nfuc)VqGft*0ydujNKl2tJ3khH5BDLipR~{13Alc9lzeL0_%$6GJWrn z%&7VY>8-UHQ28-r!4{e!-O*oM>4W*rKim&O)l-U$01n%i8<`~~{~K%{(qYUI>uL1u zTUF>U2Eg{+oG|XfvpNw0_SpIHTR|o)`3KLBkL~?i%#*jCd8JsJq{A&Yb_Ogtv}=3G z;v)F0Nv~R2@eVx9&5s&;C+8J)?{bc|ZpLn=tBmbB@F$0m(OAb54*I`5rR;MJ16-6B zlc~OY_-=;mxD`*J`hK;6i z<~nx3$I5hZej4BX<#uOJ9F7MGd}gyp zy>=w&l6~@R>$+j7S3wxxyUNB{dJ$AST-9LTHfpE^D_QT##s|&-BJ96>|Hqg{PKn)! zFdxT1#~EZqa1_hIE=Z0OKV5ut!NPn(+yw4O#+!{tFtVRs)X@se6B#Eo_pT#E=HYHM zTp%JikB@tsfyQuumHecDvayV}3K6WVKap?w{O@qugl!$an!)IXD*mm((KgW%V8c9! z-O`y3W%D0pBv@Hs9^0piy{>lyoz&MuXwx2GZ$4=1stOvx$UR%*awlN$)@#GQ0G>8* z2rumv72&f)qlgkyA|wF0p*L5IrH+Xk+=stxzb1_dRPSyeuXdfe4PTgoXPMW0)#EZ!;tz zR1>3$oN5|6xPrGMb`vBbINEREIJJAfo?v|7swVEHLM7R28wYHdCeIg@IVWHo!p71( z7^D*Eg2d*Tn_7+mABtm;A|~lnOuX8+r~3Q3*Km z^1m5@hB+U5ps!V6)7Kl9A-=!+SZ=sor0uh}5)!+|w1-6~jzMl*@uY5~8AkZQ5fsPV zN^nylo`%Lr6A9^CV6$wJt^CwIN{2XU;Ghc@VR*Bm%r<=v&r%GdR%Y3GRrJ8AS4euo!H z=-FWxj<(s%J^BG zzRlkqs*Ifuyy5w7(Obwi6h8gTC;u-q0+AQbq1qH@rcG^`LY-=Jy*0T&E{!_XX7p~= zK{!G^pXD0M1z{-zpxX4)T~4S=+x{SxzYkb3(vkZ8ck>C74VP%Rj)3citlx8}HXCkf zonwD-U|X`sufS9vT*E<8JhyuOZiH=%cy(*Hl{om-MK1Z#w9H4Zo_V^AYUj z_oY45y8VYsi2p)|q4hmhryGeJTRV9#In{=*`K*~x-ltFm>OprFA85J)-6-{COSEzj z9Q{jFA(VR=xM)>gfh-hfKu($ItPA`QR(=H%5gct3IWA3AY@vs=2SGyM^}=WTcZtCH zWcanF!yWzv=>WwLpd&X}LV#4VFcqKZg-+g2pp?jFLdQ<&vEy(0g2F$_TSIVUBNATw zm~#fu+lIECuuldz6c=bj&|#2v8oJs(0GfQ@sbyvsl&L71$mZmO?tO|#Jy<1^hkxMJ z``J3etxH^oMDB}VpKigkt*xWy>`sO=_yagsa!2+tcbO@xt3qMwKX8hq{kP*){H$pc zQ(+H^W9a{u4)aXWE#%NRK6v|ZO~^J2S?qZF3Fv7b3lmpw`!;E!9_FOwS%iT&Yax!g#WBH;gQ(z>d^r-B+;o2WH9SGs)K~;DQ0|?$IwDkQwKE$Lii^ zI6vgm_P$RSpt9lOtF``*uqM$m&>eI8FSD``EnU`-Mb&7pIIiC*MozUMBhv63cRgtG zeS9}1KLkp}`@51+PdqgMDUZ3GRi1O}&NI&1A+Q#~(IUt<=IxKP*<-Xa1T;}xI5{r6 z&i+fd@LhuS^0S0Oj3Vu2`VEjk%U*A0k`2fEo5!+3wvmo-Ne6$^`?qevG!#bzQrv}H zk!u1{v0(5IoE||!A@yv#pwj>oLX^Fi5=B?%N|_G-{nKCb!P?b{LtAogEDUh~tXZcJ8+%)GGO`>s6O^;MtA& zyOWB^#;u07YgR`%iTI`S^fBMk*%{ zsc;XU(whNLbP?_W&LlTW{7%kH{r;ewDZ9}&9IqAveEu*P~HOj ziIdo;7p~mU$@OQSUie>AZA}p=aW&mh1ESjQKdNl{`;uAWf{Hbc3{#96;Wdxfnk~8H zR2ygHegE({BVkE@J^aLxlghp@8Kv6Xh(;(b5Lr;|EQ?2A^-gtE5ZxDq5FG6sxiPuw zwz1fz!6DF!swCwnNtb$ShiaXm3?Gn^>2Cq!(oF)@)_<4AJ@&*|`izD_2Ggn>2ox6C z0>PY6JG1AFAwi`i!+kH`o(>&zL~V&@B1cfFmWrSobvx(;iJTf+%d2bEsybgyQ%KWH03?!6@#!Z=J#hNPsV1x zaH!XCo{9PEjtLbQRfhGrIxIPu;{iGsrcDYoy$3Cl`6G@@?S#i;6O04iyn}hcE9K10 zu0nlkN7v){hwv=t!gfI|8h!9$uHJ2Jt=OJ9El1W)bcDd%*K!|sH-b#f!6#+e%s*Vk z`!C#NvhplrWYjD5o8s@xNYm{i9VQ#biVia!7s^WaDhGE_qp*o+gd#Z0l`PyhE?K8N zULxRv;21^Z#-vK@+e14?je*k$j+Rf3OID9{SKky(ILaNL3AoCJ)RSJ!s;AZ0*IcqM zyDz9iiM0canOwM1(IvI9i^M_iq`Y z->hdZHr}}i0!PIz7c^UhT@2UKb=*4(d$V@p)@_oF*o_vW6NfIe!6%b*j*091v2`CO zNlUK#h>hOnXFj6mA=W797}Wf74@6~76e?`ojg7o9Yk&5vVk~RSZ}I7I zr(oV?7yV4TLG(2V^pOq~1%J4kjH(fe3@i@Sr&pYy)ii*k>)tKgzI<~qC8{qFb8dj0 zZ!f#=GNw-TjaQ#RS8$hsV#JZp*g>v)(JwlTKe%>)IV>3pgc*fPG+akPyf+-GFaF@l zR{@cKZ&V%gMz7J3!Pmf-BXa)pA+nQHV$8T$GosknjdE1oqGiz`N@)X&suMd_uw|W% z3bsDzmE8?V0T{Ypi))y1q@uCVWxFws6ZJte<=o;ji-qaTGV6Jkwi&=3>{I;>Cc#SdUaC z9htk_f~|_@dP0vBQqR8Pf3va}>%CGS!k4SQd_gef3~`TNeTf|&?ThY%WED&&t!MNF z$-VWbLttEgHCg|YBj_-=gks$c+^Zf0F-vknEyw1-9CXc1^&(Jx=wqL`rhvAej*g955Z*PO|P}g$j1&fy(rK<(1>-;JW*p5*M@0$ zE^!R=v4gu`-73DRWr4D}^88aZ1=wLL`?=ez8eyd3?suO8EU}5)GxawpF|m!CEkZ9V z{lyvTEIXcmQXId=Y@3h(In{>@ERo^ZAiC5=4I`^H7oivtc{KhjgbkI5|H1OT{&ae& zW{qr|q$d=jxRF;#M^16e)7!l(Ji!*lwfU0bt{%y<%D?9TtB?lJnB>+H=jVYNNn=)! z8D%Nwc^7uIsoxm)Djf19`wL_k78A1jAi58e{|1xgS9zb2qY(^TxY@ymkBla5--DBd zjC~sd!5gUvO*)DccU(f`wgA>9G1vq6Ggw>1=)JzF4>onkTV4V=3FN& zZ_3t=n_D!JDIfh9Sies=Ix7;~(DK}_|59S0j&uj!YX;UkbYW8C{%+nTC)iTUb!U`^ z1AJK}r8r2W0o;l=kC-X>=7)oQ*J1a{$Cnpi%Y-9J6BgNkn{&Eh%<))IJs`qlJbDh5 zJS~@QJlTU?<9qsctlk@Jyd!~sxF3e9m4i$$PE^|gt~)vo%YL2164yZxkuEYe z`#JbY*;uq*PnWG4-YQwa>$Hbgk|rFHd*Amo9y&EzH9k z!Y=KM3+ag7@S9W{qT3~wKJ|nTE}8S|++wLvZJeX~YUIks@4VVfIjSvq=N)@p=Yi(1 zyh`v);}RX03`qMpQEgTo&R_GH!~bVdZI@Sl8!0|)$bh2ShSWK)s9vdq6|aa|bhoyj zYLnl;<(6NyJ?8Sjd)y*EogWh7+NJHY^cl5^I$u-=Pp%h*xuU7oqc;`72W{6J%=8@y ztkM7KpP!hQWah=Um=)D_Cw29MDSvbh%m12cyX6t^)ZlH{fT*@p!zvp8KB^6w5X_~8 z6=1o}xjQ(8oN7aG<-+GHz=7}F8BIT5*o9DLjASC!h8Qh;5q6JZdY+5I!;8M4gW{sd z-96Vf2sdNrePKOhdNMMx(zep<2f0=Q~m^_jLaczng6X+ zF6sbf3d{TYB&(%SJ_I)k?w`g58eU&kt1Nq$K7lrcNM)#j1=GY;1%@%N8kzn3$P8IV#l?`cvP<=ttG5@FaX z(Rj)SHJsaJ)RJWC3j%mUIoAchRO!&vDka%+mFh+kpi(Y0b+Q02I6X}rezaE_#9{@M z{0>`zBCn@zT1z*G&C(P+SCog1S9Tq-VDtyfBCW-*UFm0f%9uJ*&fOvOX2efsG64e-g( z$g|v;oN7aGiKX)zU@6>EI`wonI3bQ@nle#BAvlrQEZnqmja@-8yTK8`F;wp6k8kOs2ACweX1BhREBrGPqb0!z z#Gk{O0EV$&41lj!zVB6JF6GS!5}%BX8J@udYagE@sfvdftF_CWL%~+-p5Iem2k1j* zaNvGYm03%wBh|Av1yEa#Mq5sb6W$PLX*NOvYSHp&7Qd7js1e9}zZc#OS_JMf4Ud>7 zrh}x^IfFg?v!Q8-u)-;0UyyeVyf0(?7D^@ey`3_%4;%L?^NVz)1Ej3o!dRE}6y_VR zTk)}A7(MjF8tX7tTJi}IRt4S955ule+|#~1Z2(VsRTr;kEq||s;80!TN8~PZ8bDOr z*7&7>aHmcB&!wf32TMYSCpcQ@|v zAr3$F@Bk{+o;F%P?vHAFb#;qd{gPi(UAK6|T%Y(T zL7mcx<4G?%VT0zd!G#@v+i`7(dxq)svH^H3j2%`gkyBmBOsGA>%!R;|2L`)exj>;r zzi?+55tBgU)&%QU0K)acqQJCqqUQ7yGcE}s;B3O9UMS#j7)M|@xm8E zgO=sP0i-w@-GD%KAvsMLFKx=fVO?_d#79hciQ+^o$k)7@00mc@Lb!(FYRSoB1HP~= zZ5D~J0>v?i+jVd^4(n&yjzv#F^TUe^K{c6Bh;$ImDd^v<9Ls2~49Is0dbm&HD!fL` z4hH!KO&7bkt5Y(sKpl#cCC4$Q6kmAKXZjDXB8|pRpt_Lu1uB$21tTNRhARozp&A)T zGz)U#!Q)ZKJO0qCls7(_T(?aNwZ9IJ(eezg{8DE@tsGk7My{Pl_~C`*t&9XkUF^v! z(WK2iOEIlmBJrx(nb_3_(Pc|wDi7UW9+&7gsB^@KZkDPY2Nnw z$DnOXwn?0xC#F%Z+pfC33X9Hs7w~QPXLu!6@}6tAE1Vs7=<9LeVRRqu<9f%gB>v&s zb*Pf@$OtIk&5AO+EHYY+K8T#^LbQ2KRGaFvsWpfFL*Nr4F=#!+4TZR!&6-gn!uqd3 zDEwPOszeAJL~&Wse>8 z*Uz)7%K`@!$1o(7P=_9U9lyk?1kh^I7|Nu$L0#Lk^}ocxRgV$%ZX}xRUKEmwxxt?tia3 za~Ei5P7j&Gy#?C0F|{gI-~Y=b6tXmMsJ0^BuOiL#UsG*3vxQ$-9cLJj{F+5OEITJS zgGjaEj21r95Q)f%PSb9c+`dnbI%THd-+irn4Ry*)e0M@-E4dsZD0hYKED!XN^LL+u?(^H@2pC4xZh;eI0g{UbOIwP*Nc z=>j{kCd$;_hOLHO<-KMDOjt?GV}`F_xQ7_2Cx_ZAyQhC}`t+gyGivYlVCi`yL}KoSH(D3(BeTX0~&p!G9mVK6S85}{0>Psxzmkti@s#9-$jU%Kt`&ob^ zf>GomrVs58q=yK7%K?1iejmJ&q=GT(+(mQ#>Rf^mMJ5=}jnDV_q!tLMroqy|2r4G} zUS{Y%fD1;}smYB|5QNVz_Em&@KV;gHlD0!?4dCB7A$*dzjV@Q;u+#(?-OqpB4}BEBB%PKc?!c4 ztV0R?fR6)QfFtdb6@Bmk9@eitet&{56ZpzY7&h3i$SIF2`(B$5qQEcZ02KSRE`q4rb@) z>NupI#8#Hs-CSkz4g3nN`oep}uo#!ip@+NfU@{Mexo*{$Z?z* zWu-!J$m5a|S1~!i`~Jb_!a8N((0rp7x6nf%f$EraJ5ouy&}ROiM)jjG9eE&)p+t&< z+b4IQU3LJ5q2)<12s_e|{^L8y>c4R+Zx@!aRCWinA$$P@35E0@;}WYM~P4;@Py z7)8ix8&wH~zmA`AKT9a2eathg_H7f}o_T-5c{q)>k2`?$eHNMWzR~uJBAfwFCV|s* z-)vBs>JEF*@*=PPmW0Y$7PT|WR~~k})p#4dRu+3V>;-mU=uq$pkgVtq_rMmERV=S7 z7(%y|EZ`c8S!46tra5FNwqg4FdWD9Mxd2nAZeDo7zyfX*mk9aBmV?Rls$ox9yTuBG zUf17?>xGy%6~`|~?Sba}yEhE|X!JDgG4gkulK*fcnCgC0WCU=i#@@=66)=FPx(TPd zMHh!tq8d3-b;FKL_f#>ZPBjL*O^sPLfT%hlGe)Pq@c^Uh+O}N(c}C#_7dJ8y-Hbyu zR&4a-llqIJ>gW?Srl0AiPBp6Rvp>zxNlFN-)2{b=Q z9D6ud02FS&Uvt(xT2X0bShf7R3T*$kh)?lnI)50aToEtpm(Bhcs+PysyE#Ovk*w!_ zwI<8<%zt>ehZ8}Yq%Pu{J{~~7|AFoA?!#;BpGwttsAhyk$31KL4Vkb;?l{t zDE1+ec)fR;_?XWybGZH_0ovWa zOv}d|i>waiBycQxoNxcBGn6!U2BIa3lnXY1fm-lVpDW}E9FY-3pI+SzyesVLb{q== z$rkheHRZOt&@fnPdcw{D*)0od;>~LG5 zb8AxJ8b0OORqZ-QT2FfJ+AQhE$)JkjWL-&d1w(eO+juz#HskMveWh zaCFUVt(4zOJ%Qu10H2t`5C6Laj>=*$Ec(`vCvZeIMbI)z?n3$$8^KHEk(3iSCfbP| zH82ThJjo%(dzW1}0 z9MVs9eZ8?VRNDxHNrVmSF>xk z#Ik>(y6}mH%nVLc+2LojqDRw-RM+pW{mAn;a}gg9xTHWODf`sI?X~aLb#A0ikwqs* z3GfYoB9naMAa*0(A4Z}THDvr)!*MMi*O6F_;80KZIwl`aybyn|D{`hG?TzGxqpq z%^H`Nrg9*f;)a&16Vli5=KzmRIe1r=)?GNaz-g8ii@(^P!OsU`%MxV|(SzVHa# zS{v;Rs7IbgQzHcKBREE;K{l8f3CBxDjm@Ra_HJNE=7G0PZYae$_*XvIE#j z$j4~IhpUA5f|~&N`$yX6;kcR!4Ia$3dp&$X3uzxCg53BG*t}W$Q=Bt_+9GS8#~4G= zQdachDzvn z`qa*lN0oh_d7Mve53^p_Wuv3xV@N%!Os=VU(VRR}*gL2HiHvmeq)D*_J~bm(ECwN5 zS7pPQXMRhv1-?2!>c~aj3n!|qV`1K)C+%lQqss6Z$*zuJLnSszA!LVOOcuddCYw=r zqxUY2dJ;rgVzA3)|3g$b);FSxhpVQno1Cb!$*p^~NSWAEjw+jaRP*4oi`1jard%H4 zYQK5LfTGGwQohB=*U5tau|wMV$Hsv`a)#CHVqqwJGSc(&u4H&I&RP%p8U(F)|(3&RK6-J0kcVO!lv{2%QlHO6Z!-P44K` zJ-9ULpma8fpk4MGi3v~gyG~X*7XhOGD9?qkp$@ltSdTC78Ilf#g7-XcGkn1V(OGCE z#kr8<3@Sx;#F(eUNwj^8?F2_Q(tpfeR!oE8lZ;}$lNpeP;sQ+w z+f@)rW~gvA8ffE%hcCOCOF6g1$jCWeyuGbBHkw$gA;Z>&`|Y)5fSJyP9qP>sH__2)RyL~%5oU%I8x9nqui^i^H+ znFx2pN)(brWU)8mX_Sqk9Dj9LYrdWgND5xDa_C8~`RRd%;+ zQs?7^A)qgg41qZEjd2T#*JRCO;l`mj7joR>EjqE{<$9;q;!3k-bscD?a-1h02Wiy7ZuViUjG zMz5Hbgnh8nw0mBViruOo_K+{H3u|wT`kdc-8YbOZ_|$1oKh@^g7b(3c+Y9tc%Ct3k zO+aE_TJ)D9CZq(;@)L4N{lj&r|CVa25ok87QY4QmLnaP$#CjTiXXu7*iT{IY!&Mbr zq9G&h`p<+ysL;wUnv0@M`}NB{c(0;Al%K_)I8>YQ7e(8h!~2$7pf3CLB2o#A zk00cDY#|F|{ct7YrJIc6=K)b|>4AsTG#2P!^AAi_6DxMY>Jr2>>M?ulV3BRa!^wd^ zC^o!qqcnnbz1BQYy!SaJ!Q<#;IAlM6T~KcUe9{xnv<`2D;su@?REI_9iB9?GYrvw~ z;zxCFnfrHBZQ}H057#;R4Tx%^pV6%U`=h#ED$ZM_<4R7oAp@Ti)wQc?+EeqvesAK)K*XC+>DaRJ?L_RM)b4>1h?L zeTqT&>|$SkBdY7R|5&@DlGLNRq&FWtu6H<|VBGyowITK7M0J&K>}syyrykWc`vq4_ z+vcPJCWRt8z{vz*!J6=6FJglU{qVC9inNat)pg+D@s<-qsYi7MX*EZCUX3GAdt~*j zwL5xsL$A+(qPo;(jeB-DWirH{zbM)l>kYc+mv1eOWgVz3Xd`7>cLzJbJ>$f%H>`b{ zj-I8@9Bg1y#N-*TMa;3-J;CNV5`Ca7V0bBGlO!gnS};^2=oaSCV>ajGs!o_OnHMvk z@fni|HFKdi@M0T{dQNO~ZG)30+UMr*?Ek}6JgP=0u6nU2T)0L(d{Gvv`taJ6biXHp zW8Ral2UAyuOUaQP;5e84r0@S2D{lVVW`MQ_LiLb(Fhn&<-Uue5xREzWRfKr`dySEW zTj4O`eqv;kyPx)1ij9_ec?m-CO0usEV}hFuaU;>4)?a{`D;H}Q8(#nm6h|XBLKhlu zX}U7;D&=!HV#cJ$I~2cFL^xQxZZr*kE}`x{tusTy*7n_*Ko z?ejLU$OY5)-J!{Y8~<<#Mb!vJB+Yk6zFn81y*PEM@2=u*nT280qq;`!C>B@VO+Bh> z?V*NQzv!kN}@GQ+>w0qE7Xx>SU1pAlm-60U3r8lOJU_#v14~tQn!4@tpB~jkRfj>e*xJCxItUVX zDZW3Boa#ex+PoXyK;#|^*updG^D-FRh=C7%PvxAj~58?KOCaHcL<3lm& znv^lyyScF22O3aZ2RV+OdSm0nhDgG8nxCz#{@T#Wi``3E=cokEo2-^kIX$~=70r0b zn|y*poJ_kv(Am|ubW-w<9ogUOGmD_ZAn#Ll>BI(*+WvBPQe-4BkQ+3bH$jKN-B0Z2 zmc6ZmR}P|Al$T@>(vXqWQzPuFntVePOhR55jix}_e+S0e`vr{6Bt+N!tivG9V5-k< zfCc+pf>&^dLm#rV(K;`ZmM1*>%#JTg@stxtrYILHmoUSi8!fN?;&16Nehs_^kt@c- ziN!97UuSD!H{!XTECnTOY=Kb%mg|8%+P6>1b;@A+6*v@*`5mMIHJ9#E%ZDl=2QTi*! z#qE01-_zqSqx$ff$r@k`yDK#KvMf98S~WSjGd<3?hu0FRLK(pGWbs>$Q!!DN)+cxo)9oH%|u9SJp;C(Gm4={u(D9? zUV8`Q`&JdE!5^2N4QakePIwZG-xhl{;bH{5l<03D!?K7Vp%7fTv1|;?ui4jmTPF~n zi}d4Y`M9lKA?01v@%Xi z*(%6Nw|{_Juu$nV?C5>a_Ud&VY@QIJJMC!0_p!wy5s){?`R|z^Ow`O!5gQpde#j#+ z6O0BD?!$U^0=9V3IHC4h%u8a^h>mJI&;jvE^VTV5DZE}^JeS%`$y$E^_e`FGWtfzK&d|CTvTBEUt6w``y8r|d#3L$DYdTu8P(VJ?$-W=XFd#w z>id7~U3*lMR}#;vC@ty%=~A?y0SgkbEJ#&EV1l3#Q67r&euc+Ujff;rPXP@g_=G62{>r2j;Idkvi z-nldLyE7BE)I))>Vk74AcS^EHT^x2|t2CJ^jKN}b0%PZuWyooW^5u5jRS7K?eI*%N z?Do%wNiX#JYd^gTJ4aOYhrjCs1+E9DrQuAa+dS^E%j{lk-e&2O&XC^sI1clF_iFoo zW1}B)YuY`L5dcO!|RK7@{cAhjFlFQ-gRXikCMXkZ(Y zcR~?5%8gy!Fq>%^XEB%z9*8qZIY;bFdU{?hv~o=b8bZfSA*QRIe1yKIwF->U^OS2N zXW}7&W}grT5j?Xqbm>z*4fD|ns1pZb8%^uu4RkM(z6ExY{><~(SLslUXeErMYGdE`*(Df|I@?^SQY_duXFn^U%LR!C{U0SPsmUB+mVX{$1*|ncl?YA z>G-ki$Ig8hK!Ea7jGvH+*Sd6}R{m`*(Cl(#u(GYOJwI9udk>m|(blOMuYdjy%MP+{ zF{buH>_Ec^+bRv)93dHAf8;LY2JFl?{iGce>Fo*UNur_XmYzq#!zyTY3va!7PzoL8 z$|ZBssxiI1`%9JBevqkksCW&P=9d8lua8k-tfoeCM~N~QYAX(;5i zLv4=)JZ|}<7Vk}fZ;=<2Do?@{o_64=a;s$m=%REKD?++StX(xpR}X?#ImAo|}a_hC_D$=j(*GOW{Cx(qEqL>xWNYxUAm1 z4Z~6$&KrHpT8?dvEHCXTYr~}LuKWHe=h_G6gd!Sh9O_HyO*Sz5f;`l>yrRs|zJe6g zH{L7m3PUa1BZ@rK7rx!e!|NTg`jQxlk&apKnAO+sK$!Q7?5OdqzMp<{koqKjkWk-v zuecHZpB>fX$U}Xei+_o5RwAF(m-ba{iiG!WS$%Q68fRMF6~2;@Fclw00$`1u+6l>UCgF7@{EQhp5`NR`#I87$?hr&XU;`C7BxqG~fpq+g zlKqPNa@PQ8FP`uE1&=S+ahT}r#JQkO$V6^5UtxZB?NE509Q20E0gspB@{#eOo5`-# zEbuloYg}gu=2V=sYyxwM1I;TOLkq-9%|QpHn?+2Q$O!p0wLeC#@FRYq63;Wn$2~UA znn{6>ay+A>t)>XRM%|vT&l8^2_^kd@o;dJbx@!6F{V2tuJCgzvW zx2U0gs2G;vjK`i_Tf%YvAmSBg7Z-t486lMN-)d8!#hMp^ zqOha99Q0xeBNN#wbp36d8*D}gXm%XzzD8wY_0ycQ>MT34^yhVVTU-V(EU=<8cS;D* z3}1E(+Nse+(aAe!>IKL+@nWZQb!E6 zp|%H4u@hb!F(Mm7N%d+QFJLK_x;pR`$@gkgX`9^seDoA-N3!a;rNmivoMgd0MDp3kgi^@p%YRjE%WGc=fUmjhz`)FA8p>nwkl(>fYFFSTTt4?1_ifT&bTRyv_Z zy0hb#yKs^Z{)lR%P-EVzkL!J@N8l0_!5tdzz}(KC*IJRY2cphM5?-HplU1j_FaBCR zI{~ZS@V5%VV?QvTTUh7Yn~%BbY&t<@3*U1MHBlP||D*7yOhb)BZN{}XcQ>qjdsZDD zFhewyq3RM5^na;6G(-1~D`06bC|>B`PCgsYcun^4Gp^(zI>`hJSfcX$2Ty7toW(NX zxMq@p+6-G-lR&d}vsuBaHj7krXB6xu+)+~xofP}e3bu$q=~`n5>6p&eIvjglxob!G z35IJ##0I5UENOtWz%Id%xuy998e&u2Au%FfkkEez1@5p87_tl_6@1Jo%=8rH1xd6Qisctd?5J2rn=CH{>=g)N|-3`xcAl z>5DSUH_icCU|#zr-y6^)sz^E;{uFw>XuLd|)XJ=z^;65X^uOlf1!v4Y=W%plhw zw=iaa>@#mVC)D?wU~jhH_Rs+Dlpt!*d|QgFF1*gZlnp6*vMS*IvM-wstfa~|mr0nK z;)v^g7*buXA8pnJc8X={$-Y&#ADB>ad Date: Wed, 9 Aug 2023 10:09:07 -0400 Subject: [PATCH 2/7] raster map start --- src/compare-model.py | 2 +- src/generate_raster_map.py | 49 ++++++++++++++++++++++++++++++++++++++ 2 files changed, 50 insertions(+), 1 deletion(-) create mode 100644 src/generate_raster_map.py diff --git a/src/compare-model.py b/src/compare-model.py index 7922351..91373b6 100644 --- a/src/compare-model.py +++ b/src/compare-model.py @@ -29,7 +29,7 @@ def read_classification_file(filename): sys.exit(1) -#sys.stderr.write(["0 : 19", "1 : blocks", "2 : cobble", "3 : gravels", "4 : rocky", "5 : sands", "6 : sandy mud"]) +#sys.stderr.write(["0 : blocks", "1 : cobble", "2 : gravels", "3 : rocky", "4 : sands", "5 : sandy mud"]) filePath = sys.argv[1] classifiedData = read_classification_file(filePath) diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py new file mode 100644 index 0000000..888d16b --- /dev/null +++ b/src/generate_raster_map.py @@ -0,0 +1,49 @@ +import pygmt +import sys, csv +import numpy as np + + +if len(sys.argv) != 3: + sys.stderr.write("Usage: python3 generate_raster_map.py inputData Map_title\n") + sys.exit(1) + +inputFilePath = sys.argv[1] +mapTitle = sys.argv[2] + +lat = [] +lon = [] +gmmClass = [] +gbxClass = [] + +# Load file +with open(inputFilePath) as f: + reader = csv.reader(f, delimiter=" ") + labeled_data = list(reader) + sys.stderr.write("[+] Loaded {} lines\n".format(len(labeled_data))) + + for line in labeled_data: + data = [ float(h) for h in line] + lat.append(data[0]) + lon.append(data[1]) + gbxClass.append(data[2]) + gmmClass.append(data[3]) + +minLat = min(lat) +minLon = min(lon) +maxLat = max(lat) +maxLon = max(lon) + + +fig = pygmt.Figure() +fig.coast( + region=[minLon - 0.003, maxLon + 0.003, minLat - 0.003, maxLat + 0.003], + shorelines=True, + land="lightgreen", + water="lightblue", + frame=["a", "+t{}".format(mapTitle)], +) + +fig.show() + + + From f77caa96611c8f43cc4a67ab064f84f849ae8358 Mon Sep 17 00:00:00 2001 From: pat Date: Wed, 9 Aug 2023 14:20:35 -0400 Subject: [PATCH 3/7] map generator --- src/generate_raster_map.py | 50 ++++++++++++++++++++------------------ 1 file changed, 27 insertions(+), 23 deletions(-) diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py index 888d16b..2aec541 100644 --- a/src/generate_raster_map.py +++ b/src/generate_raster_map.py @@ -1,7 +1,10 @@ import pygmt import sys, csv import numpy as np +import pandas as pd +colormap = {0:"red", 1:"grey", 2:"purple", 3:"pink", 4:"brown", 5:"black", 6:"green", 7:"blue", 8:"yellow", 9:"orange"} +gbxClassMap = {0:"blocks", 1:"cobble", 2:"gravels", 3:"rocky", 4:"sand", 5:"sandy mud"} if len(sys.argv) != 3: sys.stderr.write("Usage: python3 generate_raster_map.py inputData Map_title\n") @@ -10,39 +13,40 @@ inputFilePath = sys.argv[1] mapTitle = sys.argv[2] -lat = [] -lon = [] -gmmClass = [] -gbxClass = [] -# Load file -with open(inputFilePath) as f: - reader = csv.reader(f, delimiter=" ") - labeled_data = list(reader) - sys.stderr.write("[+] Loaded {} lines\n".format(len(labeled_data))) - - for line in labeled_data: - data = [ float(h) for h in line] - lat.append(data[0]) - lon.append(data[1]) - gbxClass.append(data[2]) - gmmClass.append(data[3]) - -minLat = min(lat) -minLon = min(lon) -maxLat = max(lat) -maxLon = max(lon) +data = pd.read_csv(inputFilePath, delimiter=" ", names=["lat", "long", "depth", "gbxClass", "gmmClass"]) +print("[+] Read {} lines".format(len(data.index))) + + +minLat = data.min(axis=0)[0] +minLon = data.min(axis=0)[1] +maxLat = data.max(axis=0)[0] +maxLon = data.max(axis=0)[1] + +#gbxClass = data[3].unique() +#gmmClass = data[4].unique() + +gbxGroups = data.groupby("gbxClass") +gmmGroups = data.groupby("gmmClass") fig = pygmt.Figure() fig.coast( - region=[minLon - 0.003, maxLon + 0.003, minLat - 0.003, maxLat + 0.003], - shorelines=True, + resolution="h", + region=[minLon - 0.005, maxLon + 0.005, minLat - 0.005, maxLat + 0.005], + shorelines="thinnest", land="lightgreen", water="lightblue", frame=["a", "+t{}".format(mapTitle)], + projection="U19R/12c" ) +for classID in gbxGroups.groups: + df = gbxGroups.get_group(classID) + fig.plot(x=df["long"], y=df["lat"], style="c0.01c", fill=colormap[classID]) + + + fig.show() From 6b2dc31f889d7836c69a47d242bb5b74807dad9b Mon Sep 17 00:00:00 2001 From: pat Date: Thu, 17 Aug 2023 10:21:27 -0400 Subject: [PATCH 4/7] logo + legend --- src/generate_raster_map.py | 32 ++++++++++++++++++++++++++++---- 1 file changed, 28 insertions(+), 4 deletions(-) diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py index 2aec541..6e1cff5 100644 --- a/src/generate_raster_map.py +++ b/src/generate_raster_map.py @@ -3,7 +3,7 @@ import numpy as np import pandas as pd -colormap = {0:"red", 1:"grey", 2:"purple", 3:"pink", 4:"brown", 5:"black", 6:"green", 7:"blue", 8:"yellow", 9:"orange"} +colormap = {0:"red", 1:"grey", 2:"blue", 3:"pink", 4:"orange", 5:"black", 6:"green", 7:"purple", 8:"yellow", 9:"brown"} gbxClassMap = {0:"blocks", 1:"cobble", 2:"gravels", 3:"rocky", 4:"sand", 5:"sandy mud"} if len(sys.argv) != 3: @@ -37,15 +37,39 @@ shorelines="thinnest", land="lightgreen", water="lightblue", - frame=["a", "+t{}".format(mapTitle)], - projection="U19R/12c" + frame=["a", "+t{}".format(mapTitle)] ) for classID in gbxGroups.groups: df = gbxGroups.get_group(classID) - fig.plot(x=df["long"], y=df["lat"], style="c0.01c", fill=colormap[classID]) + fig.plot(x=df["long"], y=df["lat"], style="c0.01c", fill=colormap[classID], label=gbxClassMap[classID]+"+S0.25c") +fig.legend(box=True) +fig.image( + imagefile="https://cidco.ca/themes/cidco/css/img/logo_cidco.png", + position="jBR+w2", + box=True, +) + + +""" +with fig.inset( + position="jBL+o0.1c", + region=[minLon-1, maxLon + 1,minLat-1, maxLat+1], +): + # Highlight the Japan area in "lightbrown" + # and draw its outline with a pen of "0.2p". + fig.coast( + dcw="JP+glightbrown+p0.2p", + area_thresh=10000, + ) + # Plot a rectangle ("r") in the inset map to show the area of the main + # figure. "+s" means that the first two columns are the longitude and + # latitude of the bottom left corner of the rectangle, and the last two + # columns the longitude and latitude of the uppper right corner. + fig.plot(data=[minLon, maxLon, minLat, maxLat], style="r+s", pen="1p,blue") +""" fig.show() From ca8625e168228a4ffd3be1709150105628ba3d11 Mon Sep 17 00:00:00 2001 From: pat Date: Thu, 17 Aug 2023 12:31:00 -0400 Subject: [PATCH 5/7] inset map --- src/generate_raster_map.py | 38 +++++++++++++++----------------------- 1 file changed, 15 insertions(+), 23 deletions(-) diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py index 6e1cff5..93a45d7 100644 --- a/src/generate_raster_map.py +++ b/src/generate_raster_map.py @@ -31,14 +31,11 @@ fig = pygmt.Figure() -fig.coast( - resolution="h", - region=[minLon - 0.005, maxLon + 0.005, minLat - 0.005, maxLat + 0.005], - shorelines="thinnest", - land="lightgreen", - water="lightblue", - frame=["a", "+t{}".format(mapTitle)] +fig.basemap(region=[minLon - 0.005, maxLon + 0.005, minLat - 0.005, maxLat + 0.005], + frame=["a", "+t{}".format(mapTitle)], + projection="M12c" ) +fig.coast(resolution="f", shorelines="thinnest", land="lightgreen", water="lightblue" ) for classID in gbxGroups.groups: df = gbxGroups.get_group(classID) @@ -48,28 +45,23 @@ fig.legend(box=True) fig.image( imagefile="https://cidco.ca/themes/cidco/css/img/logo_cidco.png", - position="jBR+w2", + position="jBR+w2+o0.2c", box=True, ) -""" + with fig.inset( - position="jBL+o0.1c", - region=[minLon-1, maxLon + 1,minLat-1, maxLat+1], + position="jBL", + region=[round(minLon,3)-1, round(maxLon,3)+1, round(minLat,3)-1, round(maxLat,3)+1], + projection="M2c", + box="+gwhite+p1p" ): - # Highlight the Japan area in "lightbrown" - # and draw its outline with a pen of "0.2p". - fig.coast( - dcw="JP+glightbrown+p0.2p", - area_thresh=10000, - ) - # Plot a rectangle ("r") in the inset map to show the area of the main - # figure. "+s" means that the first two columns are the longitude and - # latitude of the bottom left corner of the rectangle, and the last two - # columns the longitude and latitude of the uppper right corner. - fig.plot(data=[minLon, maxLon, minLat, maxLat], style="r+s", pen="1p,blue") -""" + fig.coast( + shorelines="thinnest", land="grey", water="lightblue" + ) + fig.plot(data=[[minLon, minLat, maxLon, maxLat]], style="r+s", pen="1p,red") + fig.show() From 52e68e697e369543129f93fb2e4545e6f3729e4a Mon Sep 17 00:00:00 2001 From: pat Date: Fri, 22 Dec 2023 13:14:28 -0500 Subject: [PATCH 6/7] fix --- script/classify-mbes-data_in_separate_files.bash | 5 +++-- script/classify-mbes-data_in_single_file.bash | 2 +- script/gen_hackel.bash | 2 +- script/gen_raster.bash | 2 +- script/gen_table_figure.bash | 2 +- script/pipeline.bash | 2 +- src/generate_raster_map.py | 13 +++++-------- 7 files changed, 13 insertions(+), 15 deletions(-) diff --git a/script/classify-mbes-data_in_separate_files.bash b/script/classify-mbes-data_in_separate_files.bash index 66e5420..4e3091f 100644 --- a/script/classify-mbes-data_in_separate_files.bash +++ b/script/classify-mbes-data_in_separate_files.bash @@ -5,7 +5,7 @@ if [[ $# -ne 1 ]]; then exit 1 fi -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi @@ -22,6 +22,7 @@ do fbname=${fname%.*} #echo $dir/classifications/$fbname.xyzc echo x, y, z, boosting class, gmm class > $dir/classifications/$fbname.csv - python3 src/apply_both_models.py trained.model gmm_trained.model $FILE >> $dir/classifications/$fbname.csv + #python3 src/apply_both_models.py trained.model gmm_trained.model $FILE >> $dir/classifications/$fbname.csv + python3 src/apply-model.py trained.model $FILE >> $dir/classifications/$fbname.csv done diff --git a/script/classify-mbes-data_in_single_file.bash b/script/classify-mbes-data_in_single_file.bash index 8a84bcc..fbe8f3e 100644 --- a/script/classify-mbes-data_in_single_file.bash +++ b/script/classify-mbes-data_in_single_file.bash @@ -5,7 +5,7 @@ if [[ $# -ne 1 ]]; then exit 1 fi -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi diff --git a/script/gen_hackel.bash b/script/gen_hackel.bash index aa02065..cbb30a6 100644 --- a/script/gen_hackel.bash +++ b/script/gen_hackel.bash @@ -5,7 +5,7 @@ if [[ $# -ne 3 ]]; then exit 1 fi -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename "$PWD")" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi diff --git a/script/gen_raster.bash b/script/gen_raster.bash index 8bee00d..97cfd86 100644 --- a/script/gen_raster.bash +++ b/script/gen_raster.bash @@ -47,7 +47,7 @@ if [[ $# -ne 4 ]]; then exit 1 fi -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi diff --git a/script/gen_table_figure.bash b/script/gen_table_figure.bash index 4685d06..b125335 100644 --- a/script/gen_table_figure.bash +++ b/script/gen_table_figure.bash @@ -5,7 +5,7 @@ if [[ $# -ne 1 ]]; then exit 1 fi -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi diff --git a/script/pipeline.bash b/script/pipeline.bash index ca37b72..796e053 100644 --- a/script/pipeline.bash +++ b/script/pipeline.bash @@ -38,7 +38,7 @@ if [[ $# -ne 3 ]]; then fi # all paths are relative to project root -if [[ "$(basename $(pwd))" -ne "BenthicClassifier" ]]; then +if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then echo "please execute script from project root" exit 1 fi diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py index 93a45d7..c1817a4 100644 --- a/src/generate_raster_map.py +++ b/src/generate_raster_map.py @@ -14,7 +14,7 @@ mapTitle = sys.argv[2] -data = pd.read_csv(inputFilePath, delimiter=" ", names=["lat", "long", "depth", "gbxClass", "gmmClass"]) +data = pd.read_csv(inputFilePath, delimiter=",", dtype=float, header=0) print("[+] Read {} lines".format(len(data.index))) @@ -23,19 +23,16 @@ maxLat = data.max(axis=0)[0] maxLon = data.max(axis=0)[1] -#gbxClass = data[3].unique() -#gmmClass = data[4].unique() - -gbxGroups = data.groupby("gbxClass") -gmmGroups = data.groupby("gmmClass") +gbxGroups = data.groupby("class") +#gmmGroups = data.groupby("gmmClass") fig = pygmt.Figure() fig.basemap(region=[minLon - 0.005, maxLon + 0.005, minLat - 0.005, maxLat + 0.005], frame=["a", "+t{}".format(mapTitle)], - projection="M12c" + projection="M6c" ) -fig.coast(resolution="f", shorelines="thinnest", land="lightgreen", water="lightblue" ) +fig.coast(resolution="f", shorelines="thinnest", land="lightgreen", water="lightblue") for classID in gbxGroups.groups: df = gbxGroups.get_group(classID) From f50d0ffff59a357e4b4af3b565e1614de46d2cd9 Mon Sep 17 00:00:00 2001 From: pat Date: Wed, 10 Jan 2024 12:08:20 -0500 Subject: [PATCH 7/7] batch map generation script + fix --- script/gen_raster.bash | 85 ++++---------------------------------- src/generate_raster_map.py | 34 +++++++-------- 2 files changed, 23 insertions(+), 96 deletions(-) diff --git a/script/gen_raster.bash b/script/gen_raster.bash index 97cfd86..3f7f2ae 100644 --- a/script/gen_raster.bash +++ b/script/gen_raster.bash @@ -1,94 +1,25 @@ #!/bin/bash -gen_vrt_gbx(){ - classificationsDir=$1 - xyzFile=$2 - vrtDir=$3 - vrtFilename=$4 -# echo "1 " $xyzFile -# echo "2 " ${vrtFilename%.*} - output=$vrtDir/$vrtFilename - echo "create virtual file format = " $output - - - echo " - - $classificationsDir/$xyzFile - wkbPoint - - - " > $output - -} - -gen_vrt_gmm(){ - classificationsDir=$1 - xyzFile=$2 - vrtDir=$3 - vrtFilename=$4 - echo "1 " $xyzFile - echo "2 " ${vrtFilename%.*} - output=$vrtDir/$vrtFilename - echo "create virtual file format = " $output - - - echo " - - $classificationsDir/$xyzFile - wkbPoint - - - " > $output - -} - -if [[ $# -ne 4 ]]; then - echo "usage : bash gen_raster.bash classificationsDirectory resolutionX resolutionY epsgCode" +if [[ "$(basename "$PWD")" != "BenthicClassifier" ]]; then + echo "please execute script from project root" exit 1 fi -if [[ "$(basename $(pwd))" != "BenthicClassifier" ]]; then - echo "please execute script from project root" +if [[ $# -ne 2 ]]; then + echo "usage : bash hackel_batch.bash directory outputDirectory" exit 1 fi - - dir=$1 -vrtGbxDir=$dir/vrts_gbx -vrtGmmDir=$dir/vrts_gmm -rasterGbxDir=$dir/rasters_gbx -rasterGmmDir=$dir/rasters_gmm -mkdir -p $rasterGbxDir -mkdir -p $rasterGmmDir -mkdir -p $vrtGbxDir -mkdir -p $vrtGmmDir - -resolutionX=$2 -resolutionY=$3 -epsg=$4 - -# gbx -for FILE in $(ls $dir/*.csv); -do - FILE=$(basename "$FILE") - vrtFilename=${FILE%.*}.vrt - echo $vrtFilename - gen_vrt_gbx $dir $FILE $vrtGbxDir $vrtFilename - gdal_grid -outsize $resolutionX $resolutionY -a_srs EPSG:$epsg -a invdist -of GTiff -ot Float64 -l ${vrtFilename%.*} $vrtGbxDir/$vrtFilename $rasterGbxDir/$FILE.tiff --config GDAL_NUM_THREADS ALL_CPUS - -done +outDir=$2 +mkdir -p $outDir -# gmm for FILE in $(ls $dir/*.csv); do - FILE=$(basename "$FILE") - vrtFilename=${FILE%.*}.vrt echo $FILE - gen_vrt_gmm $dir $FILE $vrtGmmDir $vrtFilename - gdal_grid -outsize $resolutionX $resolutionY -a_srs EPSG:$epsg -a invdist -of GTiff -ot Float64 -l ${vrtFilename%.*} $vrtGmmDir/$vrtFilename $rasterGmmDir/$FILE.tiff --config GDAL_NUM_THREADS ALL_CPUS - + FILENAME=$(basename -s .csv $FILE) + python3 src/generate_raster_map.py $FILE $outDir/$FILENAME.tif $FILENAME done diff --git a/src/generate_raster_map.py b/src/generate_raster_map.py index c1817a4..cf1000b 100644 --- a/src/generate_raster_map.py +++ b/src/generate_raster_map.py @@ -6,12 +6,13 @@ colormap = {0:"red", 1:"grey", 2:"blue", 3:"pink", 4:"orange", 5:"black", 6:"green", 7:"purple", 8:"yellow", 9:"brown"} gbxClassMap = {0:"blocks", 1:"cobble", 2:"gravels", 3:"rocky", 4:"sand", 5:"sandy mud"} -if len(sys.argv) != 3: +if len(sys.argv) != 4: sys.stderr.write("Usage: python3 generate_raster_map.py inputData Map_title\n") sys.exit(1) inputFilePath = sys.argv[1] -mapTitle = sys.argv[2] +outputFilename = sys.argv[2] +mapTitle = sys.argv[3] data = pd.read_csv(inputFilePath, delimiter=",", dtype=float, header=0) @@ -23,20 +24,20 @@ maxLat = data.max(axis=0)[0] maxLon = data.max(axis=0)[1] -gbxGroups = data.groupby("class") -#gmmGroups = data.groupby("gmmClass") +gbxGroups = data.groupby("boosting class") fig = pygmt.Figure() fig.basemap(region=[minLon - 0.005, maxLon + 0.005, minLat - 0.005, maxLat + 0.005], frame=["a", "+t{}".format(mapTitle)], - projection="M6c" + projection="M6i" ) -fig.coast(resolution="f", shorelines="thinnest", land="lightgreen", water="lightblue") + +fig.coast(land="lightblue", water="lightblue") for classID in gbxGroups.groups: df = gbxGroups.get_group(classID) - fig.plot(x=df["long"], y=df["lat"], style="c0.01c", fill=colormap[classID], label=gbxClassMap[classID]+"+S0.25c") + fig.plot(x=df["longitude"], y=df["latitude"], style="c0.03c", fill=colormap[classID], label=gbxClassMap[classID]+"+S0.25c") fig.legend(box=True) @@ -46,21 +47,16 @@ box=True, ) - - with fig.inset( - position="jBL", - region=[round(minLon,3)-1, round(maxLon,3)+1, round(minLat,3)-1, round(maxLat,3)+1], - projection="M2c", - box="+gwhite+p1p" + position="jBL", + region=[round(minLon-0.3,3), round(maxLon+0.3,3), round(minLat-0.3,3), round(maxLat+0.3,3)], + box="+gwhite+p1p", + projection="M2c" ): - fig.coast( - shorelines="thinnest", land="grey", water="lightblue" - ) + fig.coast(shorelines="thinnest", land="green", water="lightblue") fig.plot(data=[[minLon, minLat, maxLon, maxLat]], style="r+s", pen="1p,red") - -fig.show() - +#fig.show() +fig.savefig("{}".format(outputFilename), crop=True, dpi=1200)