From a3db472816559978cffdb65c544641f411f55e7f Mon Sep 17 00:00:00 2001 From: Matthew Rocklin Date: Fri, 29 May 2015 08:09:16 +0200 Subject: [PATCH] small edits to pydata berlin --- .../_static/presentations/images/xeon-phi.jpg | Bin 0 -> 283836 bytes .../presentations/markdown/dask-array.md | 14 ++++----- .../presentations/markdown/dask-core.md | 2 +- .../presentations/markdown/foundations.md | 27 ++++++++++++------ .../markdown/pydata-berlin-fin.md | 1 + .../presentations/markdown/pydata-berlin.md | 2 +- 6 files changed, 29 insertions(+), 17 deletions(-) create mode 100644 docs/source/_static/presentations/images/xeon-phi.jpg diff --git a/docs/source/_static/presentations/images/xeon-phi.jpg b/docs/source/_static/presentations/images/xeon-phi.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0a861d370f6b1395c5dd8e320dfe2410956821e GIT binary patch literal 283836 zcmbq)^;aB!%^Z5fG7) zk&sbQ&``0E0942*s0c`iXv8D{bOL5ldL|;i_tF@IEQ0b{WO870cLqiw9qW)3Osmf& zEtjnP0x}9-;Sm`_JLKgRvsb$56vDFFAPXB0&-RWnO3TPm#n7iik{P)~|0Pw$#pdz9C6J%s;Gz4ShDP#KSjNo#VP&j%OFg?v4yrA@a<%e(rev7kS5F~p7B9aRUWU;b+{L8I<7yhEC9 zF+YB}A>KE>2SLNAp1-fZNJ0dC-F4gFT=7&sKl&|CZywGSp6G2qetxMN{qA7euIHk& zwIXsKp5}h;ohDbVmq}j*vY*D3v&RqRcN?ZBrRS8PYICB-*U`S$7LS>;LXRP1PB?FR zX!@deH*z}JHA@A>6QlrV`z7V9W)-wx%2c!`VK-3E5#pGfq*%DnF4om|SsU3rE>EK# zM3F{s4d_&`oAJ9A>t$3IYFZ@PNIdg-EDy1&2>>|ux~IrI4~bpLDic5u7#cU}>@W*) zScX!($XoiS`C#YB^zt;Q(XA3-b({U=N2RfTkFFu~zmS-~(kY(~-|q^jC!=_BSUg7a z75=l9CX1kF&E51)1194!SOYBD%ayzA(bYx^DILN4BU5Gu-%@j`6dWP?Q$pxQE$J?9 zQ&%u?jp%EI-k9&Dv+KF&U5MgnG)vXFYwW&eSe*S)Ng`^3Arn1utDj{AlL~rkG8oa| zD^s(`?IE(((X@zyOoooXM};bW$|n?jl(w&sX1eBZm-DiCZSACMUq8oKdcLgy_;}#K zqYw&nfmUPT{<`WP4F<~Y8l$eGmSkeln9}!EHl|M5EM2fO z4)^)$dStw|X#Mg;-!p#Ge~z%BP#k`*npS5IsA^%M3lE7wiuCN_(<$JZ#bL`PE zY9XAV^-|QsBy-pTWjWA1GcnuaW+P8P=ILq1`W3zEpZ&JFG(h$7tjObdypo4VnR-h9 z`g3#s=)uwz+Qd)94H|24K zBf5EHE`fg7>>`(-VUbK?-dOUfL`$;aPS_@>X13tc=ox7kU+sB-vg-a#Z9^Z+lTgqZ z!L#^#1?{+G=$EoP$eUP-qTtJXW`HaaW?(QJoE|+3+|r%zIWGVx+ns8Uf`&(_ZT zpvWD|zQHzfWlBif@BO(Cq%^^Kd8eRO(OS7`pYC~cAsTnYl;a~|N65j6WM>{pOjjt9 z=jcO}=VSMDEMQzy{bg4E3+B#R&E3>9xKwo%#QyEO`$>KWVPOyAyn%iTzF~K@MD<@l zZ)9?%r6W!i(l+h(3NAL7|I26T;u>zL6;wxqummb^$Nw}gX^Vw3^5-p%s0V&>!ZKor zQmP2G=n@V!WG4qPxp!_;L=sfBalx~pdhPY<11!JpJ}jDWA=Vo^{3KmvhXRtot`BB9vDYZX89_xUMXyL{eQ9gGw%D|G?gWuul(Uhc?HS;oHKU?p?ZPE7WdA7f9MlNO%E@O@qHLa4U zG`u7T{Z?LMZUYx!{@oA34sdlEh~xkM8QgTvC2|yYK6}?(3nJ7ZxZ9ZsWtL#2yntLd z9q#C+(CgErqcg(RM!)>_SwhS;fpzl~%Jrl(VIrn@XvE1H>ALh;2f#09CNXC-G2c` zh}TLc=G{M+UfupI^En#|@W5hv!!=x!voz(l(}j5i)uhNZHcTlOpvp>3`x~zk@Yx zf?c5;yNUcZvsr|=wlNg>daQ@`^R;ezp|eoTSU5kXNZcR{wA(rUgTij$z8h%1lTC9{ zJ+k03^N~1*cHQ#ahccIwsL%JDx9V+3QOg+GVo9>MV?|=QLqCzrH5>i>Tk`JgUBM+J zXi!2xv!$E+LfGT;K&M6!Pi)J_m;4Kb&=tlKc#~i%^+d{6MS1h@wlw;MxxWB;4?UEn zik#^@?&3yNmVcp{EX@|%&SlrAfTGXhUJABUNl_zY;$iU5aN8+rR+T26(|ij2y2mH< zo&L5ys^kyqh#~`$>o|BOt$lS;Pu>mC0-kL?!tQhnXn6Pt!}Vv5jVgN|&I?I)o%k`h z)L}{sCZU0Bj@TL9i|V8rKdlWK z9y6xTqYL;fi{H4!*WzJS`Ux!HmUt_P{qY>h1{-{DsBlu|ePKMuk$()+zzpEEgj3iH z;ZlCXr0z4|N=E`1O1_y{5JNUNd-4=#{2G&E`grQp7i*h_y@OAOXH?JQ?$Y=CZLyj5 zg4cXo8&nNONxI2oP3j+s%_+c`?~_AQ|FbbuZLuAzp~f4o-un;qiG6piYk!@z$EE1u zRrHDW2=K&D!c{QE=}9|dpi-*bROIzIhHs_j#=y3OUM!QRDj-Xzw`^hMb)dWS=;dhF z5O}imjopO*DhNR$YW_XDBxWrTzsvJ|7c97`&j8B%Dyiujz+Xmhuw~o8}6;m zQ;aPglR2chX6+1q?-u-H`>x!ZkxEi{T5aafkp^fS&pb1yr55%m7hm`2=_iq@rAVm@ z{h~Cj&y14TGM~8FZpsl< zA_*{N2%LtazVK8FYh4!M{><2-R2S7PJ=%8fSsaPW+E&wc*e(`G(RBme=+`g&kne#Y zn^-|_3w-zt=+3Clf6s+6YM_(Kp(?h>?nvlpTb_I$?kTbxr&95%l<+dTj(RD&P^|cs z+J?x;_j485Om6PEGjIH{@?cH@IZ+xna7UD3!YFFG^Z?FahFK8AMAEpZLUCZSHXm0# z?OSuTWqSBuKW+N4S{D)=p`w1@p3!cZ+u_@|r7}|}F~oOc+-8u;G2~uJ|A(PVZ5Uz) zjQeohmgj2W*y5T(;*iJV<(4Hl7c(d)SyWoxqLJZ(MO&5%izen_S84E<9#Y+!m3aA0 z2P&Gk{beKj6`4yxSGnQ@3Hrl-(RjnPf)94q(bvqJ^maFPXAm-mCqV9Ykl-8UPWJO( zzy+nh6h(HI>Q@Yer?scFSRVOX!fSFH6c!con-cs4B`A~r#zx@YQC{P$m6LX6-5{vibNTK+e zT8|jXl7*&JI6YmuCRRqNgk)+sn*eMnz|)NFaOrJtIJV*25`lGJPFm~!c7t`b4}YrV z{;l7$>d_IBgTt#y6KG6W7Cy-cXuLwtYrW%qZYnNxMyL$2Ly_iiJ>>}|oLSS}P4 zq)rzdY)TNHVO-E>0)l)C*NHCr<<%Z&rCzi%q`V00@8o@Du2GzT47M?I0;VM9+|KdMa4Tu(p!Wjm7uMS%hW1TIAc($Z z9kU79DEGy&s)Kg6K|6Jl^#u1xaKebkeR>TnE+0FuE04!1j1R^ZW1usqJ=BRl<a6AWJs0r1xarIjkHYn5a`A(AMg+!8N?vNISsxFa=x0R$)R zN?DST!RkihIYVhS8WsrIS`TodCB;d&4@-s5dCxGXr#7VHe?FWd@>s`mnI;`iR2{3s z3Sbkigh`;CTM%A;{!VJw*R1T-uf6Ux2|QxgoD$Pk^KA)VI%SQ8h8@y-kh;e$bZ~W) zfXww>5bTXlD9X)k6LF-#^+sKp{Wn3_Q6xHz^lIxc(^!dt5YTW0Z%yBqLT_963#s7sE+10NfKi@78aWk@2iJ!z{3SA%0}8@|8@_zSk+{J<>$tjC zpg)t=e0mn$7246y%P+^4>RlZd$?jD&GumB+-Q5UMQs0P19`p#XdZxN*?hppvew(*` z!P1Tl=&KkW9@_1!dDmp?;oQ@41x5=ZmWWr}5=l~LF_>%^H9=ofIuRy@BeB>DRPiIX zgjkJfseO`2G#q7PnU3xRXSOuB?KVEL=yoTisAb|9>6SYlo>mg#~JT}<~c=G&)RePccl37>g|y_H_^ojlCxN7SV5{+m2g z+K83V%SRW*J?iyuWpR}n4CMDOjQ+p$Bt9|XjNIC)FWan17_==r=mx~WiT&*<5S%*y zz>Z<39ukwX7`ZAax(jG92}*L0A-Q@k%C!o`9qm!GiojTp*`^I@VbF2{X4=?i5kjzy z&N5*zbrhpx#F$~!>*7RR_n=q;Y90&wPkKx{75bE`kAjLB8v|t;eWt`YNk@4H%G5D} zEY8{dM=vF*T-LX{H)I(T-)u%(D*mYHcz=9C*ieZxtJkQv_7DgzU1_b$zO)=msN|^| zb^Hq`k)4+FOShpHhxuXJ8-2nMsYkHg(lccqAX3cQi#3lK{w}-4AeK?@gTox}E?7HR zNzK~s9GmUVt(7=a=Jtr~`eBY9iMz)K>iO=g2tew9a1lf?I$X2(6Pufdh?9MI(~h6Z zWNY0e9x7Bo^RrL>^+jQR+*HmlJPf;w(=PzpsR1y_M(D8E^3_H5+cuR6m;k(Rzf3ez)UkJSm7ITP>`85r?vqu@6I5z zgo_tV^F>@UQ8>JP<6g5aG8@EhugT3BMrgDeP(eKEL$s* zSl1*P*HYn6la*8_&s+RYp$Y|rHSi0#YRgLTx&&gw^dFZ%s5E`+$gN8r|7=x`O=z+C z^JIqxOM`NcUN_2VI6>qVRGqa!8=$_Y$jC0iM-dTeb z$j&}Rj4tyvRZ5ECa~!QGz74~YYvtMwQpc^DRjX1f22%oTpfj?n14e*1a|97gm(646 zlSwUm$UgwlX`)$bDd6Y})c&kpfU;L!Maw>q6@>j`VS*y*?ZHTw%mM_ z{efJ(ksuKxxkry)QJ}nL^?c1Be*;G;lKrL+(5p2Dt`je5*kBmNx_fh#vT5qQWMP8@ zPd*!$m1Rv-+oVz~@O6GX3vXJk4potwx05H5jTm+eb5NmYj9Jzwbo38F$)AJ zg()-FdWQzv4`;4_Y2LcCr7{P!-5Po1c;Zm-q{CI;Ynkx~!upX9z4Z*L?Jou2bCc!- zF{oy!C96vh+eOS)=>2(W$164d>2YqqEhJIpF_r==GartfLCYI%atNBvi9yI`!s&M1 zuf-x!>m)-p4EZHS;?Ng+KHqcN{9F^6-v7v?AuAaElZPTR$214P6ViepFnds1_DXYq zNZ+Z4&bbO=p$Ns?t2X=#I2J7H%|_GR(%A&=9h0+fkr}v#d1#oC?w$cwijB(j_jSI) zL72`KLRUIz0mpSsZk8;zn`$37O+P2Hn$j~92JR0sf#+8{KG2?E4Ui=-06lHzkjHRI zsRVbD7lk7^?dfL* z>I^C&{AE$O?-{^qe%5S@O@?PDhM${sBV})muNz23)BTl&bE?zUQJcovQN69*XXRVs zRl;1jtoSDk+^I~JjqUq_l8k2S9KyfJ1UFK+Bkp@o>l#=VVO*LdqzZ&so}A0WbBmq$ z8KSHF`O`bM8H29H>$pNQUJZec|G5*{AC9Hjw43}ZA=`^e`-`UC_EUIly-BIt4af!1 zP~}H15-LhmGLI@$LkQYK)V_FL^zmX+%dLU4yu5!a?Kkc`1&%2npDY4p-i?hdgyPju z{#Q)@U-;911iD&3YE@Hf+}Jse@P{D=gv06G*YQ-@se#atAX<`J*4e1(K$Dq>o}~B5 zTWOuf=DRSye)zPt7Cn)UwAv{{hVt(P!<;zGUH+P(I4JCjsW5B#}*Q&+EIyJK^DT5=Ih;F*4#DJA(_8`U=jt|m@YL{M-!SFISpkz zg$Q;2FRa(&(<@SMOElEmfv8Rj3;9D5vYeP;Dzo%8dn~hxV0hDKN2)cU%)HFGd50=? zg&u@>94=`0mX5;WfxqoUGt_5H&B_Kp8zgA0Dr7trtKXV|;fUF-Zo+47oc%OHY#K>SV2!zpVKz#rl5&6c zJ4SfSQ)(bV!^pZPjx-woIh%xIlBd21!QIu>&S960cT5g@ZwSi*<(r+k43|NSYb*&k zC)+;u8!zuuD?)Jmo1Rr|ZhJUf3_hp`9p1UaHuwu59^VkD;haJykxz=_TDDZp&gT6( zw=Qx@@*OOWKis*M?IvU#MG|Wb&ClduNruZE@<9|U$3??3&?DM2;ev^e$!=}VlC7VZ z{J0@c+qhvwT>g>RR?tN)-GM$$=ZjqGws<8g^|lXdfn5i2qMf(1JAqnwfm{(n`mBY@ zf(ckUq?XF$zBP&U-_}0fnf9K2v|79{{#EPmiZPvS%~&;`Q7IHN`=6t4z3|f3igSdH z)(~XMov)@+@a3B1z%G)BgCRysEhe>v?%+SiZVzcE2BEh&8eOK}J>Rk(tK3p8t+l4F z@@@A~D{JDlPSY1;cH})O?63MKER~*Pov@$IedRGKd~_Og+sA+gx7ybkTqa9rWc&># z7LBt!Njmr0=na|Cmb-)-NcgIKRn!d(p3*m@?eT ze4lzmObA*ak53hkLjJ>ZZ1J`tETpb$QGx%W?8P31_98zj2k6US_YubI;5pHBU&I03 z>UhlSxB1zKXjrx>QY4C|!Fa|+tEMft=;CT*j;9jX$|dq_8$=UVcrnTT0$?sK3+t6Y z?e=umCx%B(7{5Vvhz*q^Kjl|hDaIR#KQYxQB_;)iX-vd0W)Y9ALUI9wMiO&%O|KGZ zh4;z|zB|r7mF>K-Z%Xlinu)4BrtIK(_?2+APqQ@$s}021i_q%xEKW!0U<4!YLzTD2u~u_2A83X_vMF| z#740aCyBO+1wFl~dK(%wSDz>(xJR%jnyqe^(jvAfqC!HyGn<>e!u_{(jP4rat*8f| zkT^D&+m?oUzm6%I$wdps^a-t`uslP&4}SIEtjZ=6t&DwCbuzdB+&?&xv_}$v4 zq8;sM3G18u%aAc1sh*GdExJ#iveZtn!QeU& zfsakh!zYm9PR>W-i(}$T5Knjq60tmN zA6Vx^!FL1n4_!YEH)Ou$^FU%IXFHz~JfpaBs-x^sX655WVVenNyg_!-9wVOq+=}fE zu3k{W8=;%{lfiF;)4oDw?&OUL(sDd9+c$W_LTB`}=T~lcRC)MTM0psfvEZHuC``p} zGb3#g+5ft)I;al(pwrt?oBNB&%Tqp}lBdBoW^U5ZMo525b-F$)IXj83!@IR$dPnO) z!V@1RyEe)*LDR`m!r66VLmcm8p!dpkVWdayu*Y8`H;0DtO0}QAKbiyo2CXk+PyiNN z+K&Lu$O~yWDGX;$fPIUT64JkI^6Kk$?k^usu>PB(tD-&B6U5>3^b6`HjplU&spJ!`fOV4n9(OUxi7o| zm&?S$C9U0OwBB;87Bhhix4Nb2REtF!xX-B*n|v#F&GWMET}F3xtKMYmsv=cnN|=PG z0K!bB1LFcM`fs8Nxixc`)-qV%iSG#((m3x{^o}~VM>IQ)j1VTCQX%zmZ1f7Q9cn*h znpOo#1d;ck78=bU(zz}A*&N(|<-y(a)2Kjq-lIxGvNqatXm)Wthc-fh=JstweYbWU zW4EE7O(Oc-@DD$!Ktr9wO7M~o@cnPEaxckiof%1H$aeAeGT5Pf=NWVx*KYPyh;OCzc9N( zLS#6zEFw3Q5GS_5l-w)_1ObOOO6Z=h514dzy903oJ2WUO%~e2VBS#(Mwd-Xc0%@Lct%#(Q^tTw8c zgZL;x+f~tN@%R>6NfsQI$C3=&I7XCo>M7+&Rg}chxxQ51%f|55y%T-kT&>N3fs6Uw zem#}kL{@DzuUl;DCOX_kL7jCZ+vCvpO)N#RUZ`ey zZg*h!gus!-{=0O!nlEd;C}T$r5;L_+rbI+bu&Ig5q$)0{jJ)<`fGicfT2 zlk+Zf!D4+f&3W5hZNl{y1*?7fHS$#>AWcC2&Eb7b%mC2jw zDtG@SN96siw%psDrMK1Pplb-s#hAyRQKCmt*$oN!2REb-|2HpKp0|>A;ttk%7!+j}S+7E_=wTHTtrZw7mZ~xSGp8C7@#0FteN5Q!&Sfo9r(144g z(J{i^VcCO5LQOHF30XRPYKn5p79Y+$Qn?RfTY8ta=mxbHwX-;D3=L30WsY>y8}JNZ zq(>33)iJ-To!d!@7Ar`{>Faeb8WpGhb$VM&XV*w^)aJmv;PcLFg~@scM~25z1uSHt zQwLc!gYyUCx`yfU!yd;Pmc=kB#^T_7W~4*~=dQA>iJ~-quh2!t>FgIU@X6U>h^uC_ zFo&|*Hh$8i2i-9R@2qILX&yNX6tEa5&(jNK)f{R6a}>`EecvJrf^!Qo15FjgKP-#d zK7OQCOjJF@wIqQlxY#yq#H0|RM;w%*m)|X9@##+4lb2N{wTWX|&naWfdgHaXJaqE% z&pLFEFxveaLTA;1<1UPY{-qxten^+ePgpTgHe>)(3l`>-6;};Mdrve$$)bsm8>$qj zOUV?!wDU1AX)=&K%Bzya5l3E4r&3I>4DWXIK=W4$=V7AvY2kp6XvY+{h4)60&II>$ zEjh?e1V5h7>d&WNEFlMS1ukN(xaBk(8yCz~$kHK#t518T0}+E2UI@ zx&Pn;R?+E%##^yXuh@Z+;=xrsjPsP11znChdTu;$GK9|3dYx!ysw{5mjjmsjNd(<- z#>D2jbrO0iJf(^4=8@@df=?7Z$fJ)=ILQ4YHkB>q{(nkDlRj;H<_i#t`jj=~jND4&>uS9*CCZn!bt&(UV zE^h2Ta|F<8kX-CPQN&DaGw8E!Se;Fxxb`;{3}O*DgTN;lPbCbYwr=4s+Gh}|S5vZb zFwm56FuPf)Hzt`W+vAh`W&SbCD0+xqqoqj|$>;1Zaz(S-8R_mWpXLnMTq!yCFDzE= zVTf62>N~+CC}vC*MP-rFNW^9Xa+T>>LC%#8yuUw{CP2(AYSRJ-pNRbAVs{87t!Tjb zdDMn{ak#QGg1*mC37J=Da!xk0S)4t1Q~uvrT#_-tz@}>=!e3-8X{O-Z1md zN&(ssVsY|7+DlU?^WH8`62 z-bOIKeJ#&*bJbXqz4iyP#@^$qum&<~dN&d~%0_2q0rB<8@4KDf%7$h_1A9S#Vhtk+UUOf3S@#WQcP{C)SR3(!gfD!m4m*Lm@s9x zR7rvj+UU?f3)yiS$f(d|CuaGP$2mOfs&(dh6mg&oi(kEE5;DouREYIR*bNPB{1nxuA!lw@!)Vh3sz9?S_KVHV zZy>@ z1iMpl-$G87m;Nj(s#btY(i;ct({C5bIb!sCZcg{KYj_xIW}2BQTj(6k1Hn@NI46Gr zTuNkQ-j;k2(OEPVMv8EP)v*w+6D4DZ6Q1zuKy~kicaHMJbx2Rnh9gJYm769Esd%Mj z88*wz8uV%6SKS*pP%r+FLyG3gXWjRLwP<~EahPl!0qL-T24GEr7-y6ER!6P>m4iV^ z#slf-4W>{OTWg|JDNk;XX`93hhD^Ibb%A7^FOe?GL)WjECqE zH%qxHze`6$bEk*pV8m4Wv*RAOmVQHQ5{`0Y<@Xf*T~8yPooiDPHtdhB$^2IRwTiF= zq85=xaa#F%wo(2p$^n%PwmXwu(@+Bk<^0)m`%Y{g^mbb;W4Zg)i6+G{z`-i#j4ixy77MMTBIhxzL%#Mo4+pHMJs6sTEyd-!zT-t}7jrbbH z<}3ID9*lM$iDSH0SBcrQc-V;0Q& z!WX)Qt<#95SlyxWd~9g1c6_L!x2d_Oxotub|Gtr$Tr8mf)bPvqtET7M9ixNsu^rAI z??nbW#V^PRObUbiF`XUXzJJWRJe@BSk32LC{xVSb7jXF(aNwTw+K|p&9aI_s0&7cO zMgV|+a6!=-;CQlT~~S}Pt%lHn9C)M^h4wWtl33h}a)uStVyF++c`U;Y=dHmj5I2e_7D(NJ2q9+c{_ zGN9K)sWcYwY4>V$qVSN963W6a&Lq30%$iCemA9ZPOt;OB%Gv#tgLpjLS=%qHa6#36 zvs)z@y`XhW%Lds%V~F9-+E%2$qV^b(w=+C%P2r#VWkE)>)!VEJym#hgn=##b<1opn zB6Ee62c_?^A4bcDC$SD%F-Y6{dQ33XqS&KK!Re!aN#meotyLe7#q4~HSW5o~h&qDb z$bJWN>_YRYm6eO5kqH$^R29gq2qm>3?Q)N8yVO-eCps$-RPsMQh)OB1InrCKaeT@2 zVH<~l<6mt!c(M`G0*|J!_|dNo6GA^Qu)*4W^^gms_L+YShN%&~y;+pJxWXoZ=Ve&} z#d3~&bVreI;zO@hofjQkR{rZ>ueZ58^X)ua(dhV$qIao+mq*j02;=ANeoy9T{YUiR zQdtHqHX{9|a>u#Yv6lA6-g(jQ3%3e3Dx#n*PSUl_D#lwhN)?#r{?wnLjGi#!^Yu;e z%HcA^!snIFST{EJXq!!A)zI5m#Jfi)b4ecE`Kv@7?Cu)dosMK3j}JidE^7Kkk|M%k zq1UfVhh!oX5@5PN_q-T(eCpCz6|+mn8Qd%E>@%MK7Zb#E@AC;m=Oc zSkfqu#HpwvZD7n|$m~QGsKv;TOT>wpl91A`y&ipsYles#GB{>({VnBj9uI~gntijE zjq&1QPZg(Vc6BYG1)PF)ne9?h;j}|!_8&)~)c71Gig~>MunMWVUS(Q#&7I)oj*Bu$ zG5hTJvQ=Xw`>dA8HV@zfmb>3R4W13H1etBjfVPS14Fv}DUeR9x#=&cuP8fSGU9!3B zbT?C%)D5MOl>fN*Sb-0={xWVgF1?Q*OVVuX~mROL74fqo0im9<3mr~ zT36J}UjX4Q8Wb126>^Ab4td3d!$GU=jL_?d1Zzl|aq4p4?cgxf`Hq(Bjj_+=-I%2c zFg7wmF^cYrBUJ8T zNa04OSEy8z--&RKrp{pw>p}hR*Js2PqsM>)G=BcS01?W_Ar?Djr26==(MT?Z?kUr*ft+8jl&obFs$Lv}b35faZ>T`hMLDwG2Lh3f(akJ}g=Xz^Xx32=Y% zR?+lmBhK7IZD(XXpgi&#`sz244JTuRElQ$C*dhhEqzM#D9$W8Md8%U+xcn%ZM*0d6PbWq7tSYuzOzfz6fM+p3A z@R3oQo;YScOR>&J9=!n&uJkDkDYAe;%nTU+$era32hOdg68y;b#@7ZkNgbvF6^6AL zuABC=86vBPLY4|Q0EtN>)(;}KL!&d{zZMur zCD}J7*}1J&#c*^a8CoZ%<-g1p?LjHZoeUTtzwzrwCWRO4Ad_b1ejnuV+At-kX@o}U z0#se4dNp&!bsC1w-=>$t+iPupR?V9mQNp0yc#s}ECZ&|*W}wQi1A+?mJcV-7aG*EJ z;bx1jJc~X*lY%F`9$#P%buXFwk!scg4lb#^51U_pRPK~hJ10d7FGYENj9uC2&CDe* zM{(zz{swi@tEen@UiPk)HRHVB=7-i=*ydf~{%jK!=k3AA_p7$o3Myfl27_|$!;aczGi|iEUcfLY`-y2Z`N^PGd(G!|ivJk5~p8bzuH|GXlyVfk8okgBt{Vn`IMKEtL z?^I_P^|48!yF6`~X^AZPD%T_`qgnBldvoPUZ{@l+yBc9rGL`M6xGnM-O<xy9|uzZ2`P}E@Sn3E=jN7pz$jd zq~KQT98VZ$MeGZu|L1u>C15iC4xu0Xn1+B;ZxnUW&A`gyL|dN4uI_yQrX4EGRbzya zz3KyeH>YN=8S@WT3f$3w49#j%_G8EFXfUPhsPOPu8?f?R*1xCBK|T9E`V0a~-)dcM zrE{k@3P)-s^TdRw?9T27ytj^=ASn>RdM6pOJo09T~!Q=f9a{t5o~mCXSbL1 zzH)c134h5~o^q;=P!^N&Rw|mHEWBRMLMMivjJiTsACg>7>VeAvlS}FYu~i9gJ$DS* z{xL5RVs36e%;FM_mE>zCBk{{{xJst`@v(Ok2s6uU>SOU;wl8qr~bC}-a> z`1MW_^Ck*DRGU?Ag1t5~{sKH>X$9Q5p#3}JYUy?xPA>!YYHgaCEuL+l^5ojcl_vcE z>a3`CPmYD{-VPUae>`Pu3X?kfItmDh*|>R>?~<2tLqKEU6K9h~KZr`wSEGr(D+(vI zrCL7ez{zFVgCsJRaj;RokDV?@&tJ*NZQuEE#MH=q*NCk!;(#tl6UcnCQb}cqAy>AG zp!){mGzKOI4u9!+E(Uvfs+D7;Xqcodm*Tphvk*M5*ocR~h3*>zoW!)%s?z zcPD#ZETG$%qfsFz5e}C%nc#kR9_YUOhb`tR|KDG~(jUq((_L%D0T8xZ|F z^)4G(xsU=^>i4FQrWhs34X5lw0fi2e(;KAfbl52nA?N>ERXvC_ToGW2 z!wxpFO7*BWhDy4!;jHU@oCZZ`X1!^%@r2GBYoA0IdgW>W3fORUtNt4TIcO`|5Az+!Wy;zVCit z?bOQboamLL#+R2}L}ZRiB3I@eW(&8ypOxV^`!jF6V3au)C3nr(PVWWE_iBa z)4u${wenf~5dK7-udZ+@ikl!o5P5L?;`>|8ya&x5AI*)13HSYaQ~tHRX$rVL1=dFi z>N9l~lWoRdi8PmH(Ux;a7A+k+jHcy8V@2kr=U*zet=59s^kRLNs%x{>tZFRsc1>lZ zH4w>N@aPOX3CwiK=nw%%MOs1|C+0c8z@Aj}=5IgMjVg*B9iubVWGnql#bA)$T-!oF z_=mGeJHaal+1NYiT=((inh;5A-XIIy?M+u4fojhKreDLN;@Zcza<=0 zVd~{jKiKGu4V$u3v8foo7wy~|C(R#RBL+>@yKpfb{1jnhpuln!d91!6*zlEqj=HU_ zt?8=*skE+DQ}2K0(hO^M1Nd>|;1gZI@@XPzBofLrOu}eyaSJ3fT5QU~PXkUeVZwMw z9Gm?LQMOKVb%Ee9%--&l(p@m9EEJf*A2TvJWI#+uy`z;E&8V26oJZk0Ds4;qUyKtd zOG%9>J?$Mh;!V?ihX8L>?4wK&Z@kC%DO`)D9P-pr7iEuWEU@ez28%-+VLY?v5)d*;KIM-t=P`hj6Rxdpe(lbj6LjnBjeE ziOGU~ScL{{-BS5o zyDeBy=-p29tY#5S2DcPVp~uaNY%$slp9Oc3x?TA__4|ew+gyYD|?}lFaAO#BuY^V6xO1wS^HfBrcD!7H<->y96k>?>GsX zaagK*0##Amqc2vITo8wXxtzcbdbm2e%j^pn<>71^{#H<5bZjlvO#BgIW$hnX_>l-O zl-+SG&4+@IF|&-iU;hI9M-#~Sr<=8gWmLZb8q>&D~k-PN1WPX7h4iZ-GDV5JD>FPW2s zJ~&l0R2N#<2%Mf&wjy77y+)ml)(Z0qKe<#&t%e@+R~YBxo;7*w98UIEnH6*f_f1UK zm)H@ZI}I-_HpAO$|)Fp4?6IdMF z_^!$s!W05U>0`@QH8h2-Pu=zZTXf*tkpOml`Iqxnz)^{Y-o-EJbxp?eesOV&brP~{ zn7)|48il>22k?jNqTxs^lb9; zEn|wTRyGM7KMh0qKN<(pN_5t~*D@L=ov@ePnVRRaEO{%VFzeHD=ps<3u&6zwcIUHu zionK$A274wC$~9kh>h&o=b%ThG9Gb!?F{lTJlINfn}t5Tw*C=^6lqd@fSDYCR27E|c*|FiaO{jOfG zugYnzJ{P!?!}LHhf2u;D9LAp-rfED4LrSiZ=EShQZd_iV=Hf1{EI^)zfhdjm(Ii=I zY#0AgK)MWzq1+0dj-x*- z2;{REsO`F#*C?pjgq}57aevX(Ny{>D7CgB#x6YXrwm09UZT7@5B$r8Z81t)A>Iik_ zB%kU78Go_2A9dxtp1kxcj)jtV{K+P3=FlxLu3>Rd%MI||HZOG9q9Kx*`lk}&#PCqK zCmOf>`QnwC=D`00@Ec*a_H-TtK<5|02Wb@QgtdMvd@oX=rHGK;)t^FaB8B+V%um+v zNwUCyZw%X3*fysCn^ZlM_oXvKByjiQ;ai!qj>qI2cIwUY$2NO^(8<}qZOZ}D z79&%G|IWWP>A~(k{oGQ@fsB}j8%x~%r>{+3*K0plS>M6p_h;gJbHEWMft#oaKLarlaidc?LqXSOsUl48-S@^;IIJu0{ z%h^40joPF+btGCEctpb8sGNR%-e7%b9KLv6Uy8<)pF0Cj!x+5w`^tj$>o&X@+mg ze#*%yppKpPgYdtyfxhnQ{wu@pXR2jK!_@iUkHR-+^J+)XF}b+H9~o38o+r;1iY71~Y1Ub&rG_J`kt?wu?L=-yE$h~RdIE4g4MXPA==x=vIQ=6}6H z4TtHB7cI<|Dr}_3ngdZsPmfC&#OqDdYSp0pVUu1q-XBp(r&Vc7R3t-EP2{3piE8CY z(W?##Nt}pB2(Tg}%9!$!VIn3t&$zLAx;G8f<`fIns*i{eLy|(Uf{6i%Cy0=hCoxv# zKDzG12#+f{A(`=*%USMOPBXo{GG~^F^3j6?QY^VQE^_)|B^*fZnM`_3%|hAxq-;(U z$~D}1d7`B)B$K*QjT5ZhX{Jk;x$AQqG?{f3hshO5By1W?r3OkL4;)XH^8rK4aT+O! z<@R_jh#ZZGB1mKkd_@^(*L6(6N0!^c;N%mYUrB~1l4e5-IOGj7-14Dtc)AiY$(M{X zK{<_u@n&C2tD^KOWGniyjH~YS zjm}>RQDRJ}Dl6y3BZTSE4C{U}6vP3^lJP^90myy#!u<^7Cp1Bthk;aW9%hFhw&0?k zTbn9(8!{dtPBPp{kx}DLk*=i}oFs}tx6+%fB}tC>TaGj4T!Cinb%Jdx*E5uS9q&nJxl*}poT1leRPspgm8*=2 zX$Z^%?MX7bF`5G$k}wWrXWJ&qejX9ubYHiwXDRNx_jdd#T`qcDm=q4^9I*rk1<4=_ zI}_5+bM$zdDf1Gq%6N4cZA)^8XM47;?Yx7G4425M=PGi{vCVmD8UFwe#+qB08GI@< zMMD&$%z`wA7N;?z@#kE{!X^%$F#0?YRA1Rh*F~F+Ajrj= zNO?|8GD797A}-qLg__SHd64rmj4?W-`JC0H@r1Q9w0VNDQmZ;Pk-W%|p)MxsRU}`b zTjCWk_SBJlRw`f}YSBMx;#DT(H!?E;)OtLHEM37j1#pA}@cAZO#eK60CbD4ISqx1s z+w0+o^9Vo`uw%8g+M{4NPT5*@s?{q#kCP<6&v>g>+^0z;UeF1GyRsaw%*V=(eWS~m z7-9<8O$ycFcq|%i?Y8MNP1aSQ?JD~BNpYDgzh`DtJ8Q}N$rYQ2uvcnP1I?$%rVob? zE<>P*Wr{+g)!}$|)-c>RJ=LpF!0M$_j_bfxQ;op8Pb@Q(pg%mYgR1!I;e66T8dHakbsQKxy}iY zn@SNILh~Cf^}Y-SCm~>^dgf~4tyL#{qiJczl2HPgm6%x|Om8e@m#+@^c#%riid)H4 zaDN8OKFhX{{6BqM33Xvr>~~Mv^i$>9_sk)0oJ#VDml-)E%r|lT-cAEck;m1F$ird( z00`li7;Ij~$#`3jq>yxDCRhC%mv)wv_*hdMj_GtpAix819>x}DFV){>^v9f}%}l<& zl9e)pQ-wH+pokZUAzEL_#12rk?no?7x5D?C+?eJ>x^*g(u)vCEn6g5L17}uL$~XvY zB#Qq4M&c?FvAK-Ne!uMVY{1+ZGimmyGy1mPX~RdKnO}$WL6Xo3=13=s;=i8+N;58D z5NKR;CwY7V2(dgr!p&O*4|)eRDdHT!tzoRYT>iZrZE4vxYsZB9Da4l7Fb^8u zWyS4X%J?0mH`>GZhK5G;rOos;==0H(!|fA2tFxc|sH=-ahC*`>Fgamiln|_}%KWso zS$(LscFCs=5;bDAxrRd%3|v%4CjCmWk%AyA@UOX5c-qjg_cp4Vv%J=~sjKLSD$uA@ zg#xt7kt+rj%haPTxg0PBXDX;4CP-A45JZTT0Sxd{#Xb`%l+Z{=!c>XL>MD|};?jwJ zN!l1nz{xI^C|3$b3QSQF7$`5cE3P+^S*etqw?s14gRIPH9wJD>M;M%D#$aUGpk_jO zBwm?Vr&QK4%wBBah00eQA`U>KaN626l^FfKJn2E7OVVH!*(tP6Z{45y}?WK#Gcy(&ERoUpHY3sH1XY+VDfHGt9S=@#0 za}2@}+^W+Q1{2`l$R(hS|FIe}wlftA)v8n4WH4 zT&PNST0wmn_*&;txHr@@e9bt=6?C{_SrRKwvM*-(vxTg3Z2ml$5* zT#?M+vG>y4QCMa)A-)`2Q;EdhF*vZ|QIqIgCT$npvkP+Y$B3Rw8%O1b?t4{bP%s;~ zQq#5VVo7JwtDJ3vYbscThu$BX&K25WACZeAB2_TeZw13++bhMa0tZ|nk?!TX)+_7w ze~ESB?t|pL;CllU=bX6rbVWwvS_i!dfxb18%6TwWhB4>a3DWGYf~H6+<$ zvENr8RUwfqS6Zr#z|?Ij>*vO{Wsy9<%`%>6mg{zOIYeR?5zN)h2bqHUNnt#KV9~_! zPST|=YJQKxIdCFD_L&0JirUpwkOurQS+$+kb3uMpzCFVBS>GglKpB@Gwv=_C0AxO8!S0JJ zGdId>m2jT9a~lt9Zl%>DYz+m7KWG~;qQ!o4P&)iKb>bPRl2gQl(-DN(rOx6Yu(Kp% z{{WWHsjwQh7gTVy5-EH^Pn+=yn5H17WHV)iOJYW$Sp=d>;u~mGY;dhbeveuCR^;yR zMPqo?j~8Avx_D+|3z@OVO9|mg=Yr`JnsX)E<;c{>ww4Q-tJ)u+$j5Jl&T<}qBiAS6afB5IV!fIMBfP ze~sL=%s-2HJlItd*Q=Yd!ETsA{xi-yo^PXDbl9xH4njvw2u%wm1MRjiUIlP@5 zZ!iJ|hf7+pQoV~dohY7^+G$RlKHo{F(JRa29H+>$jvR+(ZcbrkgVNn(i^ za&wGPm`9T(NMbp!;nW>r81pX%aUvDfm?_93T$x0w@*uSW@U<7tD^DJCCb1$>5LcKp z!kAOrK>q;mVzn%@`ZmNR=;c5F<5S**YTxn<1Ff8(%(m0+;nz?`hOWJ0uL$fwWzLO{) z*x2)Ja@FB&$56H#g6T6(ih~2;etV{+1p0j5;#YJ&M6P~zZ9F>K+dZ`CG3g#48RYzD zB}#YA{1FIj<=E1ML^E7~T#mSqhQBvsd4Q5m?!hm|VG7nwP%o@Rgo%_JFwRE~aN z#tWAL_zpd;Ico5?FIL0E3#82&s)`x#pW2RYYG-B%86TjmvnhPrm*$N~XmGTX%=P$**1bQGhqynmOsk#I)LaiBc+3(F2qO{P1z5{{Wja?R`Qu zZ-r=+lh^6;3iQ&cNT^GpM2L);i<%NctxBm`VwuiR*q62{iZ{r1XJxCYRBha94!-$? zMdC$A<&xOD!|cc-dpyBPxb#fZy%EzeVHMq&F8nHDeO!JhtB9*FqyGRiqIr*jlZf9>idZwKZ^mMLkyTs`T<~ld~7ktk-b2l)G@e z9@j6`+H*L~@}4|eIhl1N)vJmAAFh#V#Qy-K%J!zZ{?gLF3$G?L6O4}bNb?VFZ5fyi z$ECq9t+3x)mEMjmjL0Gr!ZPXO=LryypdObGaKl@Gb^DS>`J5s|0XfEzJXbMe;j5v!f|JQ14HU%YnT;g%wK+>w@ipkuf6~r> z$}>|gQ%3&)M5Tyn%VZLCaKq!p{*PELSyfGCQbXIP{j0!hEb?zQa=$I7kw7iQ9A$;J zvJ0~+hFqZ&wC(4LydEL~$qP6mbu<|9>O-oK7{=ukrmXsO^V;~ZkEC)G*EMq+G27nd z{je?*m6h<>JKUvmt*Xnpj%jha$Qid&T2YIjR)D0n%0K~U)~yQyxT{=SuL+i7WO;+- zW@N1=D5sgCO}E*8FO3(<1&%$6^^|(FGT8D^eRkdO^*ynt{pr!C1C>WhGpY+EClcqx zOF)7(oS-=Hhc^IQ)ttUC9v+sriKrY8HCk$nvKQ0=E0z#ep+t>VO<&3u*)wYFZ>d-_ z1C+TuhAPg*=zL7|Q2ViS-^d8LNa69Z)5Z+Sy{)mEwyH_A>w)U;iKZMei^P#SK za(dQE=DMhk5ssHuWHu0kOx^tAwl>Z#TmgJfky->$w=1Mf0S;mft0;e3&Ep@8tW>XB z{{SEM`?$s7A`Lyi>-_QQSTy$k0I&1@c()Er`F_ug?7^9o$;_P0{My4BJ}_?6`Mn3n>O>a-SS#z>7$4 zfmG%q=4{f2E{@Gv>uPF{>xZK(G^&u#=}LUMMv`-(%w?OI(TEJe3eG5;CO+mcIg8=e zFNQ;a@=(IcYta7yAZy~u3k6+#tA)TgYTLJ~Km8*qUSaxtz`qs3#5aVS>(R7ej3Wg#b~IiqR@4qB^T4mwCZWy zI?<0#4+m#o(?IhD`)s*l&a&;2a`W%j?<<*|dX_2>nlS_usyb*v(3V|v73)gS)2Zg6 zm1)K0*ye{jq`8j@Ov+k}^(`{%e!1-ij94LzokYtz#1e|DudhU%VG;V#g(}XJqJwEl zQ*vw6otPQP%xP03B)|z^G2Md z;q~3FRsJbYNmSsD91GN-P`w)EwHTp<^7qN&9MPnTC`>>Q<|vFJBE}{M8k8N4@dYYU zWKy`*dPxqq_tixZxbzMIOKWtnF4fx|=4&`52}F(OFE5$Z1fMQeo=)Z_-V>Z;UuWA4 zPNJ$5gBDw|(UIOE+GxwPwb8y&yKuv;=NB~tHr_aYFL}9uGi_|z%V>F(SAK*0wL(-Z zx{`FKQp=}@*RAr=_1&vad?is?^*_%kl$SM=+GOkWLzN#|=Ev){+hJdg^9_Ac)=Oo%OPWR89JTg9+%mI0jqT}*)+sDW z3BfXu1ZwYgz{zJtUBmX5mJUtcWeZ$oxRzVIjlsthhX6$4`F>0tp_)A(rSSY>y7NxZ z={IH@X6V;PUenWp)aE-OWebu90vm=~w+(S@rDjJOHNSXc75S@=7vWYqDN`SaZX0bW z_(xh(wQxdRA8~|lsdg}D)Y|=((bJ|V6<>AH=>#*t>ubJiyL)f;@TQ}WS4=?!q>)up zCg%_oMx?BwFarxP5JSt9D#^Ks9)yeBPM)tVMqX_2SXst_g`WKzQR&kG$hwwUHs(Tn zat6XX43Ie>^U)`SN)gz+<8(7tQDP9_zkF*vZ~?E=9XAVzYH>)XJ#tjy&2PGbA!EG<|x?7XuS+=@)G< zS9SAWzCMy0s|-g_b*w0JABc2a+WHwyp|eE&)`)|IOe}M8m&Z9mlHKaT54^qN^x`5M z%LTKjWs0hffQ{>pTy`Z)8i2iPPL!xEsM%#}UC@j?Tf{1A%Mr&?s3?b#U<55BE<%a` zVTEPkU`s*>DjFXbDP}TFilr!^j$HBPzk`kTI_dNQ@W3yY3_QA%z%q!yJ|Vv={SbAL z?hY0DwuQEI4~Ra|Zq2IMe&@RV`^}|3DGx*(kqp7ao;Q~1;|ivS>ZJ`L36-j!%C(-b zwvB}TkQ?}`4ZV*>yHI;a;k*`zUYzGmU7s6Sg98LG{VK85<6O>Lo2vwW{(ZtpUCaJf$F2*L_t8Q4WSGm1D z8Ng+{cU-3T^6BcPC5ce@d?F}}OpC(c57c7JBAcfN9>4zLa9Kb@X6&W}IiKaH_M3 zgtjr4uyLe>Ssh!MBC%D2GJHKWdS4KizE?1GD}fP91wJC(J63~dQ^toW%nszC{24xE z7)d*Rt7|eOQcL=Z7o#s}Yp$pPdh*NsF{j-B0AukE$%GFvPjlpz9pg_TkBU^1>K2b0 zULZKin(b^ZF9SIq9Afn2 zRKYfu!9{lJgYi}sUmlZgs=a$|op(*LPloz;kFYiR?iF5%lt8N9Fg|4uzj=PES*80= z_Qc=4m)qAX-FIKby0U3r2?4HLj*%-t#%_gicfn>k#1&JT~ zM9o^RhHm{@I9jb$M0uefkg|%*1`Sb%;I^=fMX$LWXnE#z_lX^?5y>=fI(%7%*-HNQ zp9-N!ILfA#Eh22W>%yXk@fEs7n^KM>q>_0`%&Wwj+K%CY7@k}e85x5%cvf27MunUP z-py@&P9;$|$PXkKnKCh>|Vr8<%izjUWn%-VNTKklV|EiBCT z_sX%%J&H?>2Ps{$GcPftn$`i78J>}_M>4CgTqAGVp9iXkJvwb%NkdBd%R4ylBw_4r z6u#}-i_vCXQNd6U3eWciK?n4$X2OAi{Vka3V$)xZfVQvPP@3w7dW0Urg%l$knG%T}D@PAe^sPK#w z)>Q0UoE#&RuHRH^W)#sMD6qE?%SYucL7{_Rb- zs>YfowaBDi-oRjaHvnE$+l+is96F2jRi>@Bi^Pl#Id|gTB4@QV^c%x(!ni0n#n<1#z`Fp%xI2DdQGoNP%B6_p;3R-Ai~!N00=Z5^NnMK!hoF}xsqYM=(k`n_$keHM*-J%b*m2ojeR1KRH?B%o)CkyT7#bjE# zFKxMX-CF1rboiw>doutR7n;fOjD_W!*DkR3Oc#|Xcy;0YQ7|wv#Mbz2fLo5PtUGf* z3i{2VJz6K)_^vswTwI&;CZ`0(^nT!EWbycgx?DM`Fj&|ro{W(N6GF9yxqsHK>s8dJ zOf*_0=FRIUY zf1jTlEOug9b>b1A&#>n1&!r=4tW)^cz;Lgi&Gdzwm-fxsGksH`yRW->Du_v zN;zE12WllN&THMCs!yyLlpbs;p?ij@kD{74DmE>%jw* zc-->`F8N!5RqKI`b!}=c*B5AU7rj}!LYuY-=-#y-tlPHz&8F3?_)l%&tZjt)MZmp; z3wOPx-{zQ*T%!GpJ<~DFEUyn5cZ2@Uf>?|<2={htymya=tJ>+v;#G8+{6$QotC>qi zjINeYpfMpuG61zAUl0U>A}YE0NgxvUXT>o`lTehNsWm(~pTrKU0kLrRZ%`lG2&nEO z5gA4~o#?_a**sP{YqCMwLr%ljiFnGy{v6-EMKLZ zNON3l4j*74Q-NPh7kD;Dn9;Q6D+oUeiy;Z;=>aG{Wz%nB%~G!}@!8oc>dn85=0Q@( zNg>|0NW-4sn^ziTd*-Jh9LT$VkDC{vl50U@@bxR`%k{uM7x2Ce$WzN#ieX2mkl_0+ z;?M)I@sc*bsn)1VY!T8)0igZSf|d)J^z?s)?oB#3Q8>P`o?-(jQsWY+G9}k5BO(}N ziG3V>Z?j@3{v{co-Y5)|hIC%cAE>t0==iI15y)Wjf@hPM+eWO1v_OKmcr0FVnu|wq z)H2oTj{8BOVhLsbDd(&|%kf?#5j@a<6y>bhY%W;T`2kV|YzxI?nR~6~cGxGvT$%ZGx zueaB8j3S~q5V|H+EriJ?a&_zXpqQjp89RP zFE^~i*3K|yjF1U~v(byMi3cF?yICR^8ed7_?dj)?0_mjlq%oSds;D1b+Pqr%)*0K5 z*}-gJ@7=k$S=IYj+aBN>U14-mq$9jOXgVI@`&Vk$sQ5nAtA$c%w=i1DAOx*^Mm!!e z-7OB|EgwkQhffR11M!h%{kH6XhxmVU?OngLtK7P@)M*@JRe&IxRK!APScf+R3qEg4 z{{SX^YAlsem*0K;jlN0k;j!Fp)OuK9MROIwhGsP6Y`VjkR@JbZ=H6lKecOMA zWgAwrckO#`YtgCPWmJ_;Jnfl+A&~Nl? zRg_;ovm-PyN$ww$`I$4aMWzT^4;y^>u8(IG$KLg`mVPMp&6_aX7}a0P;+zZf?=myS z&RgJ*^8Wym*@&{kgd@iQmTxN6q_jJS#yJpG5hSlR<9%?FABlLMb!*e7&YU^ihOKtK zQOrI(Kn}`7b2>@2UrK-;q!=udR?xWfpjl{+(3T0 z<&Mlt+TgjiuYnNonwgZI`8xcsDh*g$M+0%Yiyx@RI4GrGN*MO=DvL7A3l@>4JvG$v z^)OpDEU49Q1`63wK>Ex&l5(NeF_5mu+5Y``rV@(SqDfDWp1-uU@pJ$%_Y5A|1u+$GA>3Zbv9j91S!ySsnI6 z82G@;Dn0mtpsoj4zsa8J*IIwz{1cL#woj6Buc?}ngY2ui!q$w)--Dhf(Ut1=ZI*D$ z(6KnZzLaCN{mc!YYvGa(C8<=B8BPtD?-@6o*y7ta@(C#fM4nV;mwl`cE~Z}DfMvK1QC%izS?G@L<=3}#`{jN9 z>d&Q^{+C995?sz1nCzFdD_^aU&4XaMg+p| zFL`TeJLVV_4|YN9lZO&%p--%4xREQVfdTRSu+HXB)_H8z|E*z^bjWLub8k9F?B?H#Xj;mV0wtEf|!QBhn|4KCnVGhcnZ&H&c9ZdCLW<){c1Nalq6 zjocVWb8=f}I<@gyasFhc(Y5j)(iTo;A(+g(zS6k+MQBfo?fRhHDJZcWW}?Oc9qB$G z#hY6C&D*b+bkb!!@(gD2Hikyn465Cx1zC&7*k#N+a$upLewDO&E6Cr8_T#@0-1k@1u_$6 zstVrMiLGn>L38|Z`WZ`+&rc|17{d%9(LI@=2hE3PFQXT**98^mn6)I#ve`yO8u;UM7Yz;YZCGH&XE}=dwaxgfrccY!qUp)dL(PB{{TbSv;MxLX=zTXxVE*RlU#)|H;({# z6_NJc|;39gm_2kT%8u97OO~)?1LtN@x z*4VP0cM(iYnT>h?p~?UP5*Qv<5c#VHvj!F$V!omL#%5%HImYIaeHcCv7_~bT}O_wU*?Ij)~yuHIi z439JtLJ_Q_9x7u}%kAr@J5yS?1L1uda0ko`yUsR_A@~&qAhV9-$agl=mzOe!m(3h8 zbY;o});yaqN)O#OmHz-``e^rkrkj@yZb-xDF?_&>yPIzb6(h|7%5yL+GfNlN(8tDV z-l-7TRFg!GMPA`m`)6wP{{UqBZSAhy-2DgQz1yayCtOK`kdOy@?Rf0&S*%y{UN;{ZxMg9p+B#gZ$DK5Jo@R*pW@NL12Pwx;?L#M)#2 z8EM^2-Zq{qKbO3f0p!D(0&@z?U6Y93cQ`8Qc?MrJzhZ;9(dj)VxoY&F$bl@qr*W^@ zR>lC`I+c5CUIi$vRWm8&JCGak4x-+HwDmY7y1iDPHbF~Ipa_IQBqeGPtq_jS7tK5| zU7P?%T}ZQx%FK+4bdK`d(%8OY;|u~WijC#jM8?2>2Q;r&G@O0&)c1brw)VI&T&u&% zFga>@3@uY7amhdp6Wl}EucuEkGilN(IQb^G(6$rJf5mivia74PRYx>gb{bcWV;ClI zcV}C2J<(Uk;w>YO3?Raj=@p5+JY}Nu5}mz`ek$M%pRVP?#aoE$C}PdWDBj;XNCLw^ zbhy`BV5&|p;^glv&Y(S?$SVLu82jn(S>qYz~_;$!{cQO zVHkZy))rKSNKYh?`8X^=Ql*7EVzpkZ{?pvLaU_UdndN+nHy+JIHlrDC!%%tgb_EKl zQhyjl%r#5lW64ij=vafau-lllR;zX}`fW7gVHeAM+P59EdBkmugkvI0?FvB=DMWD{ z{{X&JG%7^##@-RjwRK^*co|;msK68M{WxLyj85KJD$Pr42ivkIVf*eABp2z)co-X1!$&9r^o~$V? z7m-##A&W6rsL(lmHW&lmo^s`h3y1_@_*iyYU14dZ#}BttjNS!twCdy9=_>Pm#jmR7 zEYZc5{)P*XnKSIYyU*)>* z2h;cPBTJNd>}0bsS!fUMEm?fFTW1`G z2bZyiw?}GJY%JCA_T4eqy)n6DxA?MTwK z1;GXttPxn9jbwl%YmO{N3PAH}t4H(OeAi~xsuEP0S+YTPJkG~`Poe&7Mjtp{rB>pE z)#)o_AWRb=5W525YXAdW>!yMF66n@pS(q=jos`Zo%eto!HFFE8hYD(EoLw>rZNKPVPVCK zkh`2MUTLfysS=HsZfz*lu7jrO(W71-&VCBPgmCY8dghooZoF5HA1gXlR{_rq(W}}* zimhL+>F}B^{Mvo?VD~c3Xhu=UG0f%!haQqRe7pcO_hR-WmRqd-hfULf zw>nXqEQQG1AWEc?sU^(Di-0e;1JJTzx&~btmmb$`{kvKCa>{PB56`@C_^Zo&(OY{N zvKYgM7zpsWR-O?YXs8nh3{bsPc~6R%uL$VqJ-_-h7u|Gwzt4h+YV|;-bh&YpmJH5Z zf&-0u8+G-?am4&x5}ERf>Up?#L~chezG~*dk5RUmSIJ2{$b7+NB+aPXj1QMI_Pbe@ zqVpN}WEo#pEQUgCsceJpI!&d8B(zoesp-Z79Pow$(pqBFl8FoHqem8+5vz;XzZ)FQ z8G;oaEG)-cvb@)K55)TV{wyP!cTka+0(ZAdnx)GxGAY`K`4M z?Qwi;jt*_5m1gbiv~f0C8SB${u!=>bdkF?B55vmDkoc-MAlG)1*mmZ7SMT|7x63nH z6A6+#&J5t*48d()kWkz{hPA%5gB9q+(ih^DvjD$b_;i}PS6}>6*VD$`smNLU48gJB znY7KQJCR`a{uIeR!eCqXyZZ5BF!-9kBEV7IH!dnK=^Dyh+PBMG@sa5s44&MKc7+b{ z2|(B|VDx&o!bnY(GF}iA_$-M;NIh|A)m#3 zWi1rtfktK6FY+J)95?S;4y@YU?SOoXo9XA71P?k>Zj&nO)61`&IQE-;DH(cu>qp0Al7Qj__4y>|XHzNH>1B*GQ+-tJMigB~GcP0u#*K(`Q3#p)jg$464)R+I;ENZq8nGGYc`% zJcIJ+v49kjQ9^5uf{?8p;RFU*t||3mafftW(?vrUb!4@k8fvjqtt->5EZ)10zsaUL z{Jgr>pE~^i0K@0QlgXv)RGlkdew4*>t@T4(`jxF|U9jIQMSJP;^8Wq{BA-#5r3!hq zC9J7vNO?)HTNDu77jq0mI6E;m7+T^=tyhJ3L3LRoq;m%jpjNpO2+=|ybcuPGnQage zfJLH&zcCGLOzh3Rk|h_6ys}l93ve0$>CYTJkZ=rM9ciQ#wIVN~;^|5k<<)g-UcbYj z6EL!qne5qbZcUjW$fPev7K-hZ#=zKbS_XyUGJ{fqV89+6G%&*JT6F8zubq6UOR#f$ z1wOa4$L{O%{x$Rbzb`-b*MZTbT(7k9`u_l*yZ3bW`~LvDufL5}J{3=CX0W`o28aR! zH&+%S%o(4hyr)e2RB@7-W4fVm@z?N2JkC8^}M=Qr8ro~w}Rd5cx~MFm}!cgZdRQu z(wKgKKQAu7#=idmJ}%dpo0#!r)asP?)B*Zdy*<=sAHJ07@}+C%@9FQaUMU|RTGt<6 zeQRE|ufNZ)=lnk}bvk>v3a*<9HMv<+#9$+aD2ofmz{KnU9Ks!~sUv)P@3DS6tMUH; z4=$?KphW_N)iQ<%5Qc-26p3SoJl;yKDZ~+MIDh{{ZCE-9aNKoD1!&-?SD3@*>!bv0J5ZuVF!RQ%S0= zKKKuxn(F;pw69uLl&verNpEbEACh8=W0vK9DdOEnx`IG9*QKz(Ftu#kF;~&+7MA8JOGHNxGUShAMjTu=lKCB0 z3%xvK!$h>%1cPZ~+S;|Dbf(kMV!jICpuIB37-~yXG!UcMT79Q-QO_*v3f2kTlI~00 z0=VM;0BNiJuTOUoyxhz)93c%BjiUm56 zR=UoWY^}p3d~A{#ziEP=T*k#y~_HuE@R#KT&<>87Mo2JvDTkDver0xuQHEZkZ zPCQ9emr$r8O;%c>E@C+$4naihIYq2Z%K}U7rZoA2Y}owDhXJfKz1Z!2Pgir-5{ZP+ zww%B>GB(uP;t!Hg60aAR@5@(VZT|oiW;Up{&4NBRy#lxqF(21+r5g05I@XN0R%MvX zk*Qd*?-FPBuv`Ik1|!68o>;y6B%vFHn7)V>KiVwkYLzt(wc46~7hUfJVJhYyC!twG zKAYvlD>dNf+h;dQo*M0}Z^AHcV`NH&kbaP0@vk!D_JXIybVFENQ@M{=-{N0o;so#rg)IRs}FGWsbRUghL`82X-)4wX~k zY6DLS*QV;t#Rq4Q%c98QLBy2o!KFgHP!4P^_7#K*7ZNlTgPXS|8e8>bN2Aq?>p}AeLtmch@r|Qt^V+z>gXV^0cx|ck z1zT<8V1I-L%1sGsq~bgS2RkQW6Y&<5*E;otVog zXbZn*_?cR-F3zD|+qElFWXE2?%}!mikhr*zQQ|~f1N4skv#&Bd!i_IVBV!&i?0O|d zpFk^GD)T+FcD37;)t(kO-eu?4GEY(gnwjyE5$qWe2%ak=FWkk=j!6$QGu%WA()i9R zH(##U#1VsP)srThP+)eYozbI3Rjs+z&TWZ~JZ~?|n2uWJL;Syt&8AUBVP2OZ{SL%+ zjFl>eMPV!|apx4;lExk-VyRrFhT^Rv^=7eB%`$gqkReW|iPP86ecdcqBcWuLXOW^^ z3@{`PtYrx);vB&-8GT><(E)1{gb^l^9H~rEXbT1~6LD{*rtIKE1+(Iq*a;1DEjg3i!uc3!-i6QAzHIu zGGOb_>idS~)7%1$+u?k9U5~Z1IgrV{vkM`#jvzz^j89Q#sV&>|^`}=vjgL*ivktu} ztpcBkafnw{iK~RTE>bZKxmaO-fDsFukO2S^F?wUD3CWN&cd)&i(&poBY}ni0m`at3 zFmC)mA=C;uu3kpkcU0q<=)|Y_=qrK#9dv&d;BAm@Tn{JCYyskEv_T}+3%PAumT|x% zdc~?rFU4Ybsx|?>T2t!1e4A@j*I&`KD9)WqtcSgAfW}~Uypt{6(t&J!hQ;kg1rP3m z8g}7by0sFGw;ivmT?G^TONAu@+{T)73v(?)oaQc9;F4E2p2_6-MmAi5>|enn8Cc>d zt*LIZvPQpqkm}ojsP+t&cD?(wv#)emZ-h8n2eRHg7u^;5TQX73(1Hj z3alZ5D}DEf!sGx!4ys=&l;pbt9>m$UXL1j_wXcgCvh>{vc$z(aE!&FysNG)_ZTer> zXSEWvZTdy7xF#WV_ttk$Mh-5$vW+7G48%FjlrzIaGGTbjX^21CtIQX}-%db!%_H*E z1(@E8an=4E8H@GN{wddiVgn|5OP$%v1Z_6XY}<&!GVdg;fj7(|##f{!ESiyqyd{Z^D|7w|197F?SPHq8iEBw47?9AihL##xVCRy&Xbk{|1t5N5Mi z>dpTEF)dEgy^iZzwlinz+iAmZ5^y5K3glAcRiIRv9XSI0^M+g(sSDv*a2S|l37LU} zryzhy?up8gEm~gsOMrGD!bXveYTnd)2r2JC`PMBUw7%ad=GW_cIoBuj;=ly zDp3T?T>It|I_)veK4kJeG=4FWFPGZOiJB@$A9%m?x}I!Qd`UDOO1#Q1M;?iu*afUw zRijfPf6<>MOyJ?30g+gOuz_7%Qd6VJSH2?>FtW(vfe=J8j!tc2*h#S>9~O|}#K~bY zQ8sBV0RT5fzK-Av2j5GKN>jI#+Rv=V9Gf#hFo^_+9Z>va()(4UP?ps!rqT}_EUTnz zt6H#9zO3s`hEv_R^k{tsKvg}3=C7UB+X|<&HQLI3y-cBv1Pn&18vd0$(XsViS5=(v z$Ud}+G^-jZSyfRhIl(aIL7r9}njFE!&@<)(J+i`?mX`!wBg(=uvLT&K;VlBG*;d0w z429aIKq~6XYgH+rHQd?a?Nnz7!#&CVV#$P?nECCS@i6&jQ#N|@GT79Bmr14hvpP>J zMT^0aSVHF~F9k}j{{Ti+r6Rf>kxKbAqnG`Z#Y=%o$+g;gndy_NsC+*nutmy@!%fc> zR!Sl zXCAZ`I!(WB@XxxZx81&6YjDjoIgq%nWAkEENabuaXbPlp^{-&OUKMf!RQZ83UNYgVB!yu|Kp6M)dl#?2!qo0gnr z^D$1mDpI&Q*~x zj6>#my?ARaON=MW9HQNxst`1bSB8GHvgp^P8GXIixUCjewN|r7S=s6t2x>e*Ca(la zV5EFU^Mei&NLbXa4|4+&IJZ z#s`DhfYoZ(iQ~i+zUz_46t=QA-xy9OmiV=RNY^|saNHQQ{ZDB3aR6xoNoU1a+O4-N zLPfFgdYlw;9cWlQ&Ul`_;*74g74~omv!Kx>C#5aA7F~7w(l7Nuet#X#rEoK zuMT7za>ezhZQAVxOYRGq_OC(0*(P9-!nRSoX$aZs0Rr8L=o&{m#BES!2+*}LkG`Yy zn{`<3f7Cm_%Y~E_#L?5z%!NSBn4xAN&D0G-S2x@^y^aViM3=ZTS=4}79W)y@w>S2- z27InOl;OzCx4Un7vqlSQEt~e{#m6kZzpFGlAdjgIR~!Hnv?6`|dd9VBqxer&Tr>@t z)TMSqz{%q#zQ}u5RgU{Zxv$+bBSG%8 zZWOpAi$nVNk)A-?e*9HVTD&He+BITpmhWARzdgBPw!iA7B-b-*GVI)1weZg$9?>_o zE7_j-8w*G?(dk4G)4gfm(iPO)erD|)Pfy{ANz^5eGxE#;$(s_aU9}AFr{{cgB_-5K zCvZ>mI{uA`43gU{C1VUUjTvqhwOc=p=^Sd{fa~hY6Yav?5Ha4Lvl>;aUn6j2F*}$3+7m$W%TYzC~Q8g?#`uRm#)+O4Sd2|(W z`3IBcL|%4zndP6EZUjD22fEVUQA!n~l^CBgA7^2ccA^KdvR-M+ygH$Ohx=aY)WkL2 zm38A-LBMp$QfAAUU4*BVP=Y0^vP!{3wHQ7I%DDurfrxks1&my=0HV5CE5vR>beYS2 zQe1l%8y$YOg1~}qAOTVLoD%y$MXO80a#f4>hutWgwR%cU8GgK9hxZQ*^{2)6Z!N2Z z3oz}tG1L=56&^um=3tHnrG90Usa4_wi?=kmxnc!4WV|G6w1Kek2Ws7Pe+gH&S8KzK z=0k;}%oQ?YG@f8#o!P+`O(2jyXcNN|#^;V9@#^UVdbxUC#wsF^6t7&dp46x_)F*BG zQ%{&u&S4IZ<7}uac<)E<)KDYjNXj9oY4o9K3NPWh+OY>$)qQ)at>fa=;oNYn$qE!o z3PeFDu?JV>Ahx#`xb!+>qT~i-p%k?wX>-%*upanka?B7c-ZSf=P5@*pkXoS|^1JGc zAHvd5+Y9|G?59U{e-QC9z1Err{i}%d$Z~C7vt?9n+g;OmwLlD;_*TP>8$(ReiBA69i%Lp9KN%}oQH;J3^q+wyyuMV`DDq@Hun7pRwGEQ@=3QIV-8oAlsMUDZ~k;{;QLWt+xo6~RR;k3T^fO2;( zhC<|-_hv}rO)zJgt}R-Dqu-uNtdFX27=nmcQl+u?M{7hboi{%fHPL>@;oiNQ*d$Qc z^4rnl55&9}`V;NEi~KQwZ49odNoLBK`WtyxE%qmeQF6%0*<2-6)Z_@fJ(;3A7nm4? zBR0Jzzi$g|II{l$@PEShE*zwHXys*GL_h(^0qh4x7uR1$*9sK+x`8?&-D(!zg3zO z$!o}|i4Rnq%Qq5}wV1BackEx$i?g=fqu$_7TybrfHtmZV?OzA$^WDJV=f>kVg)#N8 z$zdaqKDuVYuKae%1~hPCVwPUJa5&}1e$oD>2X+|5k3WUt6c{3~lx8-lhU-iP>L%ohqgg3BY{Z7O; z^}aMbnUe12NaeZsBg*T#_<&nZEzFBl@?q+n2epQ$d|9$pa3Tq`Frv=uqd)eS7DqfD z`wY6v+a?Ee%QnxPS{B{2%COYM`l%pgiy;uxw*3#?SN<3GFgkntT~YFzlrf2xNylZU z<{vPTC93l;Vw4%n+>Kh9RhWLmmgamTLdkor##Gz1$NOKr`tIGzyc-hcQ)?^G*}Zs) zA@3aK0as)e-xLk|-)|&=`a<>FctH9^K6_(Nxqzad4XrrSIB_0bGLJE3XjlUFK2q1y zR<+yI91f933KEHOlzD_@8s)ZN%MvQnsSY&y`r*ihWK`QPZwCucA+lpf0?~!M!PlE~_EoRIsU#`w5!1 zf^4TUV3p$Uhtvhk{{UUx{{Ri)8_h{pd@Wowoo)qY7`&|kLEC)L>+4tUhE!2YEG@Tr z2V*a9?cLYbSKYy17Gq9tI08J>Yj3YORz9ZX$0c6@Zm_Kwio_7#*S%bYdu9?Pm8Y!Q zH(lbKG*c3MHhEE*aL9(eKzn~Zt?Kk5p-xa|N$=P^Eo*8v(A!bIj4g>g&=N@c;(-qx z-ZlUZRn=`}yBQ7$3|$#*HG1m*07pUX>V7G@wXe(MobpSJ^~}Fi;`D7kv-E=~S87m1 zqe9mAMvem!2#R&zarB+uLGx-D9(~KY7f8xHzm;V?Vt+iA=lPaxWmaT4w7ERVTU?}N znF-3C2ObwNqHewD*CUD7c91%*xX7QN^8yLa8wVQLvh@cKb zLa)lN5w)ieYcKHq5B(q9J}c`tdVb_?Sh<paw092Kyb!;Q(1-<1LI6G;rA`VJtwU zUWpp*7@foMS_XgaqP?yu#q@F`0uOYQ4C6NE3cz^rr?8RUUL2vsJVJ{sC!2a+#v+yN zqyFVuJ)_>Yjb>*_v;26?=?rfeWSE_%meT#vq0IwcXONz(FjlWO(D_%-r>yMzU&6Q` zvR-~tc=H9)*`E79Pff8Rt{Iq$WcWgW(FkMwEvpbnX9ViR0yonR{{Sm1{{Z1TE%wzx z{{T57_M(u&@7dD`(zw;?_EVWK3FLR~6=1oaMzt^o{#$QVVu_IEYq8m~kaNmuc0sCE z!SPCga6n}^twd7T)0VK<y@g9E)OqWqfWfoj9H>(LCG2oGwK|*UK0D zS9PiM_p;z!GGw`O$O=u#4|CH~Z$tFKM4`MYNHm}U>|1V(T^_<%fl9q-E58fQnx>r zVDEmG^5)3N!?UN&r1rGr9w`yUt^;UhtqWqpIhMD>wfIbfbKP3>1Lwl=no`bU?Zn(N zgp$75DeVqYVD3JAbIU8tpn5{JV1l)IzPLizZR~encW3;#-vgYvorX7-mz}K*^SLB& zbMCA0Bkig;+QTrtScZe*4R*M-J5ThZYSHfXrq50zn zz89EhPL(Z4@ey(#QUiw`-|LBtcrO`}Qc}HIfbBG*~ID&{;Q<+E3 zM89_Uhxy<;!*1HIYgtmZTxyVaK!p$IiFN|RU5>W)z6`J6q}0l^Gp1GZX_5pemV${| zKRmS65TIWhEMz{;hO#}RZSMD(^SK*tTF!*(lIu34==)zyNZ zvn@8QoDX*he>Z5>(@#u8S*D?al?+KsRF%aH9NR((0nUcn*jrYxIAyZ_+f}M>S=sJJFk6d` z!s_^ZjHbs~^ri+Q;>-PX@59@#^82Ro{j0-c&6l>lE->@#{X@gcOs=|73Cb$`abXmJ zhomdL9rx;jUtif?v(KjyD_I+sksQ5^=A?L>(1+P0A(&kP+z&B@2O=C!bgmP&D=?ya zwHxE>$Pl~qpRAZzOdu9Gq+O_`e zx3$<#UygWr8=v1$4F;gBrxm6G3M%`}KKx~V&lVToL8p@iTa7)_k}+%?%V*Js*sWpRzeBzj+p7J}F4a=4e^oT;-7Cw6Qas0*aQ^`CkGQ+P{La3X z&@@zD4VbxVbWpEgscuEcau@0qhwawDzxN?s(tSv$w3<26sEvtk%_6J7w zg$L;i6J58v+;v5;mUhOQRWuws*+-jEvbk%>9B^TnO)=$|8Gj>@+mDjZ*lf|YW_X05 z1a$Fh15Vc#BL3aFDyP4-_f7|2NLE2*Twg2m)^nqtV4E;$9~Kb9Ff&05%(+hw(i#5% z()349Hw?a&Ym}D4u=UFs?y*kq-8_{mTRAI>k}gQyJ;Ky@0cn&B5csi#U0w6F25$lB zRJPEp{XtKcR&6@^4dZl9%Z2HyB}BMNfy4C|F5P_?`+93(B4u0_y-rG?DzwU@zmiyu zbR`nO`=YaPeH2Q$pR9H_QRPd{d1wr^`Ndhx9$tS zuJ9wXBAZ8DxOSdlAHV^Mhq^3W#cdt~VTRY{__EChvV*SDFKt#V=+|lw_x0dsGKQHX zf}b0}Wwo|iNaE!*F~|bgz8J;649`d*r+V+>{u~wCM17oJ8q?)hReL_3)p-_G`+Lj` zD_Nzefo@BJ``^RYcVAhwcD_G+PGq}F8!=(6)D6Y7#P!MEntnmQrtldzbet9l}e2A;>TdS z+VY9BfD3W!BcB&5V?g+(pspazAH|FPbQV90bm_G<*ZePpZ&B=Fyj%PuFreVCOoIJG_#V7iSwRkNS_w@T?0%Z*&~Ft2w6koWR{_0jet^1%)c z;GtcPC39-|Pdbel86`^`SlGXmy@^sWjn1WUeyvS!5bM6$xY&2j%(!dgWVc1XYtn#~f{6lQ7bu-=D zcz7bRgY!CN9s)$ETBvyWpgXec4jHv4kNxJ6M5pur_x#4Xv?at-w2pBmei`r`cm0Kd!pKZo)8@hrJ->fpK8 z-&?jl{{SlVuTOUx%l7Hgzb==0*ZsXI?&(VO{_o3%xl`>A&_2CCKgj#zCr+W5^xs_o z-L$y=w2fZFUuX4w_4Db|_g0nv0OkJf9R5gC9^*7)z$seUv$I|fDz$0>DB=qswZ>CR zqzl*9wWUAi*0kx?znyqdFWT#lw5R_7Ur+C^N>;r+{&lZk&)-UX__t4?g~m8HI5}IH z7%&fJ{4LC;MzHsmdPOWTPnRdgc`YZ(YH#3#->_>++>Iz8B0$5~!3!F~YeC z4&;6~MwT{x0dmEdW177JcNx+aaH?tfbv5`RK?FcNOS)_m%EtF=NM$ z-a%(YKl~n7O!|KM{14sN%ge1l$AO`|t8+7R7C&c@8PAXER=t1V&SzTm>(|bkA6k6A zT|d6G;?t!c9UgW(;hopNtYi6X+iukw=qW9$*Cza@r-_voe8&l4d@~2wrlI3xlz$YcI z@SuBuXtiS#Gl1f&bF+ZJ+yeOU@BaV?-qmR_!zM)-EQCc6eBCC%M9$wA1<2HDFJ}W4 zN6kMiT*Jq5BQYcrY>>@l2vsN;mTla?r0SI}2XhXzD8kN5fB=HUi>KACYlp5X`}pV1 z^_*C7UZ+l&u-vX3RO?UV^skruY15@V{#38Kj<&hl`h2s8Jh@QL44xpqR9Op}h|hpE z5(K9<=_;~-!l)@vP#Y$9L=>hf2TJu}*B3)N;ZfI)N6Woigk8r@w5}|FT9p3)50|^; z^7H=yZxy8qvPI2VP>E!D2m{mMRFVcR7{aP0adR<;(2H5G>+iF#5Ain*@a=Y;#Ha!} zrmqxeg9k7aNP&x%6)FIR7{pM5BL|tlhQQ;kzw%}xC(R(-@P;#MYOCTdUG5fTYB3k@ zd1m!6i9pUT00u8V2B!;ZSL=I$tua=Wrx(pAkAZS}u)z?P zS-Wqp(CIdi824I!57&xS{{SXU!dsU4{2`q!EV4w$Al%wYp2=VbWNcUSrxgQPP`Xqw za2jB1Fab`q_C?#n*QOqn=tC4mYV#!Wbb=5bKZ@EO;u5x_HG-IAgi!aSdw^f6FjB#F zdVVkdl=$8Dv_KMlq`N|pu5&6#u9$^;yOJn~LxNbIXn{VC&O<-d-pC|IqqFJ^(Idi2 z=02I=-_x-p5iHs(ddg{T2WkGf=>WtL*FgTGf7o;S**IgMf} zG;=Juv2Na??@re2#;`^qb?wz>NmlPgE-I}>D9*De-c`N_nAdRp(aeGKT5K08@fkgt zJVPqt*-7kE$uo~M`o>Bq7nNT_W5*cS_NXx|X0E*|-*xUgQpQ&teGRT=qmo9W4<|7u zUniSJ2y#@$EwJBl`d^4O-IRy9N9J{6jj@|Z3^zTgpnJ6yE2i4hjntr6GMQ6JemLyV zXKy0o<)zmsRYT=;|A0?5(3Ak!% zPZ#!c;n78q&92YKPz#ay%|a}ULU{+v=ImSyA!H2to@P{*O$|ceGgtw879jfr(Tm}C zVFQzxm1`vLqUc+W_;3KF#--n|82eg(R9RsISnyuBy~FUeUSNLG+PIiOV{#lzz$M#j zlVzcvz0QxiSUSrC8W~YKm%eS`0q^(xDOQ8wZg|Gcm|SW*COwunZW3T=ciOZfJ}X~u zWq^K+PrilgLD20#iL36q2K4u;-6uINwNnkrt_vssy=LDrP5LZf8u z`;{qGEu?`gL!4RW9KtOOvHUkQm?B|5K@Jlqq4MSeWK0mo^8-Z7&{|83s{qQ}Dt;VT znX0M26Q(+*T&=51a){ZAxs@@S0IFaVh1@o|bbAQ{m&#RMhwsKn_Nelm7iKka&5L2; z_3IV1rA*o=)uM%}tH4@g6^etO6SqrK?WDR?!Rs<@NT+g;O_(?tNSpAra%~sJaW1TS zD8FD{&040dHO;oBjhM4(M@8MD(w1=i$}t4VJUD`z0SH1O7om<>SQf5xnt;Orgas*! zh5!gjWx9njY{hWS?ppU2(DJc}Gq^5cxD0OPuuf+nin2!*cL~5A10;hm6{7`rWe+S~ zA8QXtSKB~*L7`%O1YPjYg$8<#GDWv}!uFO`N0>DwSyAu`4TN)CsK*8h;lh%O6ZOzn zYX1NcS-S4O+Z=eQU>&lSsyxH*ULCHK0}QmU+toXbU}8|d`M7<@;>))+e+B`+yNHv+ zv4<(f%{XD+7=R=8kGFAJv$SMy(nBff0y&cX4NlT9ZMdxWh6nm9k3XqQ71WB*$+LC{ zP_q_Bz`eKgR{CfL2uCfYCzJ=j(Y?1C+t6ZptS3*6m7H<_+*&I@&^-ZP%yksaSweTk zw5iL1)%N|(TW`30nRMYJL2EHh=BCUd0We>bS&l*+-)IhDk&|(J)NHXhP&}+Kv8dZH zcFmRKhPtpDN7rtOnt5*YS6Je`(UG$ovM9LP$b24SA?~k2(9Hy0t6R(r)@?nePIsaO zayp5-FOe*ZwcSIf!qf5X%R*IOrFm4f!g#rIXt`(JR%mP=BS@dd5ZKsq8VIH__5x0H zi%261p1X9~^nIR-H!5)3z%_xxHG@)7AgfUd1;|4pD;TUv3PJNI<-a1@`sS>!zm>C?;E)uRD2xgHE#-^r0$=We+YEN}s692xd}QWCMEh3AC*& zw3VvkaKnHT!|h}2R&8pOhr6hy9LUO;fv)DnhhM2t!X;~4-$O!TX~Dbmy|%oZk|4{!A&xpoS z=lhJB6t$+#YBc-4D~XSj9MwwfQmxLoi7QgtV)$4EXuS2 z0vAP{Lg8{KqUI|I0g@z$xdo!jl+XP z%;R~K<{CY3J;&v%Ca;C4h(S4mF|@@}mjP99XUwq**Q@$h6sA?Xf}zD~nw@IbBFjk{ zu4Y`r^D{IoX8eNBDX1nlCV*u$3o6=+yXU@RYT%_62?>2nHavFhcHfKY#rn2kF8aH_ zO4R2RhQXF|JtlExCmtUfw=8oM0xr$-IOSo^Ct~J0d1K)GOo-=4_S;92>$pfB;WSK^hB$T`SSA+S7y~U6dWa zL$2-=VcPt^@U?l780?bBBNEj0bM>K>x@gC=&@W=Z#-2rM4LX}BH1c2grq$>^7w+SC zoe;RfSs~|=?ZP`me0YfXtwHuIE9lhvw?C+{2gBcqtM0lFif&$8?3YdhYX`LqW|nX< z+3wnC!1AS6?+_V!#>EyMx}Lj2CcUZamTg<8eH?Cy`f;7cWyG7kfjn7~GDH&)Jgol! z`>OzM#q_O?oVrQ1#{whg8GVz!&HhpF9~ZK~_SqdE%gZ=K|;Auz>O zQO?uN+E4AGlg}F1WOlVX}i#eD;%94hF=qgI+6e0>c{hc}01 zrvgFYv{dv2qDG0=Q@gdRVOq7qrJTuNh)ab_yha!y02i3ARzO0u%6prNgAgo0JgiQo z!5a`6%Mx&4B1C$1t5A~$F>QwpJ_f*5WNt)lZVWF-r(Li8P_`R}=F|IU@U=|>%Xc%Ccj(b}}#YH#9{+SPE?l!TRIjMVTNTac%; zoLjCO9xeX>VmXq7BW4S$bGa}3fqQ?%`g%J2*;j#HVI3j49lY&SN=Vjb(J}#VM&f!? zuj$NI7@C&Fq&IKSt~jv|Y{88hHS1my5FuNYOtxAO2Q(zHx8e>#7D&!|AJkxy#M66| zGGz1kbQU7RZMrqzrG_h?m3UTc=A0HniVMtQu3liVyuix!a>ds9YRXwzELbMWc#M!a z+i3}@DLD3vceHuO znu+yZ9txXyTZldVQwZ;MYok50ebvJ+Hbav%@v!-9vU^yRTYZt;h&Yp^xK}a=19$kvw`g9FP=I3;>inMBs@d zM+ME_DJ&zp{iE?@g@T&=EmpCDim6zgYP#{O)HvMKCDo}4Q+>c)O@#r02Pq<+izvBT z)v$+H3{Fwz-@?qma>)-&NFbLXOW2|e$1%2KUV_9~EsVbxx@!J)8riLM}RnQ#HGa_Bj@$)NjBmq8B z^FZY;Nx8_}xtOEe1C-~&e*uVDsM&0;=6g(rLfMYksZ(CHtBSPoB`VNm%gP+i%-pZc z9*DYzaZ#7X5+Un1X zTfqm*d+-O5TZm&=;fauD0H8qSk~h{YCLVYsk;K_sX%a)X6JAJ;mPl9s07<)3R{(77 zmF=qd0rGaPHeOifKu;o>eq|*RE6W_?A=J*pQwNAi=T(mlPWi7i7(k87jk9Q+ zhX(c^t)9g0*a)eIU@99kKO0cxPZj5$aHhKQ*aE|q$p{ZLWQoI+HjjVzMWii)mKCj9 z{@HEB4>2Gv%DMH!pGL&8@-G*)bJ^~l&(eod#{2i-&kNiuP0gp=_kP!2A2qRP#g^7% zX(JL{EtNe{>KnwSm8M z5r1u2_{U20;BJR6X3VUH;BIK78EKbD^BX)$wU_NOzArITWrRL^FHasrAuPaIND{ov zP1v~q0E`!HeW}6n=QXC}(}vOy8xB8}D_!15(%v=Xuolp9v06yZ+#ECxf_OE$xQ3T5qmh8u9OQ+$D6)LZ2{i(&h7-Fl3 zX`z;O*j>9x%0fD|dK(m9wV7YnPU@G)wJZCM=-2-M5@^?eot~A#SBrVc}TlB1G79W8#n3y0-3IG=sKCO_R?u$(OB=0Od3u;IVrE znd*!W`i|apd$m8(sbodg_AIaruez2XQl+{mu7|j83%{;>C-R9exXFdX5yy#Msa3P(4FGmH z1z!bd;$}003uxK0UfvP@tVR7k%PLf>K;NRh%ZS9WDn%&3z?_`B4)mc9i0+Yc)HeDs z$&4R??2m^z+H+WtBxg52v9MaH|UURSvb19`?7@W8Y91D zcx^o(szXY4;rAU{_S<&X(?$pSTY#K`FBL}a#sXGI+*vTKDfZXe6;wM<@Nqp}xoZyN zQ3UP_zZEe4?9+#aGOcV^F5*nF#GVs)JE_3594%W%hi)Hf3@lM3Aw7*z*P$PF$5C1TPRm&ti%^*!r+s$y`%)(5G&vtdfe^gn2)T zxRqo~!*0&J)5%L~^FcbMj38)6oL>$;W9f-<8A))5K`~zFDBw}z*wb!VSyft>v?yy< z{b^ewV6G@uTgZm9doAM#6UQV9(B+dnmOc?Ncgorf6^pkHjsB7jlXPeojarhFtW_aK{yFd zn5xFI!X+2i+z!!K>|dspKCjh;cHdA}JTq|r0I}7(jvSR~fFb7EOfmYRZTR9_c1asb z)4=jcM37eoNLmP5SyzX`IgYMF+t|~!H4F;;AB4h58;m4;0hU!faIWRm;9c0&h^i}k zJ{ej)QDy7a_4FmFUfGK8>VM!z;wh*7-@EO7cKWa$!uAZ&E`fAYR76NBp#YK?xDdUr z0k(reTc#LDE?(d3I#rdP`ifNWr5v$9|+%=d7ENEPL(m5gtI4hv_ZM!dH8EDt3fGAJ3IO)1H zvkbWv;IgA}$=qg3By+*ziKY@=QZuKWt{!5i(#Z8e^EyT9=-Gd3+M1Ypj*8RvrD9*B zZN@Os=XeC(%Vau2Sd zfw*A##J23>7Z+(_4wbkg@CuC+YsV5P`sI zLTg*Ewj)Ii4ErZKN)N^`|b^*|NwN_;YE76wvS@x-t{qsUz;Msp`qN;g&{ndBKs_9g#H#wZV)+9Zc z!u-b~(h}ivH_^aQFb)SWFtt(f0y}RB9dwcA72JOn&}`~|Wu>gDD4R7rutr}#ZWx`K z;^b)Aoo+q)aUT*(tt(E3RFfB;K)nG7lB3BYLX0F?oLZ0PJp!Qr0Q&H7z|AHS)>vfm zvogjG^;8psNL3F#^Sk$9WxtM@#L2ePrS5}Is2IA6lRb?1UGD6 z7USKixBKa{{{W)ZaK^=@4%%c~JPRS^T$51}Av0JW&8`N@^E@BBMU?AadLUTo6j!4i z(`xKL+I$BkSc8|vJBuCoLMHci6AIrPD15t(M6I-k0gm$MG91hDRqRHULzB+ z2hd?rQp;6bIIFzRhvWpQb&qey)(!q}DO{71ItMa0?&Nl~D9*`3r z@EeQx!##OOKS-B+IF9oK<$AJ&(HhG`w*p-^W$aco^Y{Dsdt5X!GGd?!$kOED$N=43 z?-4Iymm&8<3=yQTzZETBZr!w(AoynL)}{cWv{$)pRIIY1nnbzNyPd}5-Qi*!kVTvF z52J97u7;UVK($1S)>U?Oz|fUIXjp1)=Y6oYeIQv@Olu?gi)2=D^D!{Nam;)K*=Lyz zB|oE(;rgRBa)|V>G;3H%!QVGuv-3GL@v5apZt3>4`(1boaxIw|dxt4cfJjsQd*7gU z8c_BZ+Uq1~OmL@HAvNPDd7$@Z)$S`5(kr9?02Y6r$x$r1VVGWJdoHAogwj_$>=_@Bb0pBCT)0l9%W%840e%xV2PVy%zidirqnophB5=_2z^ zr^Fj{Sg&^0ANw_4*1bJ^Ybp{H#-MVg4bU-RcHaL0O|OK$DdNFUTOu2U35jEpNRH7h z1l=vqls{eW_`?K-SV&Z4hRGQBo3V7oG$2@Qfx{ueL55pRSVz}dk6u`eKVQu>|viN%(~@V?cr{rq|62}#xEn=h!g<(tqBwHNY6?_q5}S8uKmC&&{Dg)*+i$kdSI zZ&B5-vGWxsvT;y6XmDFSZQR<2rt7a(bH+o4(^(!ULek2aba|mHMlHK%>ws}@S(%mR zqe}W_MtAcVdebuc3@RM2XwavbS1KXFNzI#-qF8D+Oak!k>>kx0kx7~=Yu~nYJ+{14 zZgvm=tRb2M<6)!@c^|46`2vd8`{oJto<-E(4Y1hQ>cicrxt{Cm5BR4}*L$)_vxga4 zkTI6!o@W4JwD(Vg+g2_6=4kYNhCErXE25&~w3|=;PQFU%=f@O^q`<0t$!Z0d7rT!$ z^>P~Tu-J(>b?p0#prb^pM8pN+TvrkiBwFa$LQ)d1dB(zK(k*Cj+<~t}EH?iD^FQuZwZrmGQoX&C7Uqcf**F7cv_(@= z$F@(Z);3lkj*ewrc7#ILZX2JLv-?Yi?=lyMER5hFm}HR)nFNi&_fg6sfRC$k1KQoZu~sjg-LS{wRs^?~Y?=)8^f!g;UT zKf0VYin4j~yUA(EBVl6fK9A_bP~o*|maR0%3`Q1mVh%KN;0OL1H%v1z46{bR3}BtL zgc+@=#9l4~NZg`OjQcCiXkcxMEVQR>=}yr90Pw8`cdrX?(yNs$a`Tkz+B~e<=3_G1 z8JNS`@IG_8X?+}4EEz$E9(^5b5;)rVm@HB07t?WPD3vPFq23zw;ou@b$|C4HHgZ^V z?Ax@x_1E(Vzp%@g+=Ho`OG5tDEnaEMf-OxH(Q?h#buyjXuL_saw=zAiD$U5oW?#sU zaKM6}7#eQupn$~*fC1d%XCOT*HSBD&YLC*UR^L zbm`Oh`~Lth-NvMwb;XYraA5iTzjse}`u*H!>E>u!#hYCSEvfhY8yU^&EEUJorE7AO>;3&}TKRcWzwhqi(!Pm#9kiUmVEWj@)U1c*#Ectk7l>## ziBXi(6Evn!+WCRdT2-JwI&}QFtLwOFOgO8L2j$kDRIi`Ar(gYj)Tb6z^k^k^<1rq1 zN=~{lEDk?7x|GLu#5o^N(bUGRs@+8~FJNd}7^ZwX&YoY%rE5;NqnRia24p0{Dm3tV z2U!KTcNV*9I^#m%Xy1xBd_eANDF7sk1L$_t08d*R;2|LAhclfs#^9JAE@Kcw;iQ*G z3nL-6EN%h|qtc1c8g@TP@c#hzQ?CHE8Tl}c;FsZAn=5|WKCvQcLUQ6hbpv5SgffDt z)(4Aa1E`ehy?@oGooh<<>0T_NbkX({c7CTeoQt(jZd)JrtI_4mUc<}7)d+gG+D`+r zVX?3Hdu9IswS%u|^5Ig-3A2Q#GjTfH?B)6%wWRWwZwEWem2x(cLHAK9SFtwU6RygR zy*2xK`m3cC_44D@iB!|#K{h!Q(i4C+go6B_I0yI#{I8D6lFyMecd8+X^TysJrJf;g z1Gpf2>2Pg@%QN|loMsFN*mJ1%T86a8)qiyO{#_tM?#b06w9<;y5U}G23jDyOX-ZPG zrF!t8-L;Pmaa^Uk(*-eC`F{FVzV5%fi&5r2T-lyXHVXECa^*V;hsMz@WAvq+6%5vN_H?E1ZCf;@Xn=er0zHP4BUr7VL`VrW{BePB(FMegWB#UQR-JeYc z`deH?AZTQWRffp?cJN@dQ0na39xhU+h;(IW#L{bi&xif2!i?&x)&sz!e4Qs1^C7Xc z#$yB5rW0_qDmxZe@4*HkULg*fgP?RG3AC`U?SLEYEjwQgh47ZqW4Bl_q$p2BK{%_a>b*pDwiEa#m6?w6TcrlS>#`EU=JDS0Dmnb@il3 z+To>ZNdi=r0x?QdV!E-XT2WE7+A6DVr`Es%MFKT4petLH#dhUvqNgG4nhYHDZ~o^; zj%2MS*`fl@+{cxL^*0w5xCMw9Nb@?gnPz(B(?=5rgN)N4{i{n5`=zw8WOUMb=xR!A zA-jtML0)m5Y#8@tN}M0kyfdJ}WaUdEZ=%1X%wq=om;p)K%Bxu8fy-Ay~r ztQ4?gwbGT>Z5v%_MNJHDvrvT0B1r(<3Hw`~7fQBd4Wavz^z+H)kqL4g@ovkvX*UR( z_FdP}ui>+W-rV7u)k{iMug0#Ts9JD&0&A=E>ncd1!P?dk4c6Qnl`ucx8u)t+H za!AYJj8!?D5*m3L_OF+bbqUW5{{Vvww+yn25FmaAxDMgmWXkE{sxWa~)60njFmU~& zyVs1GW7Kz%ZR4P|cKCV}VsTaa!>GQL*9a$|k5}zdy?cK@id0jOzg?DCs%kSYtgBv} zt5S!Na;#7E>GI|TX?jH_ozp|UX(-#dwDRp7PZEOGKFa}%cL&C>14=23BI1G%hr=Yp zH%Ruh9lyfA38g5-pZ@?Rl9Dp9v3+{#AC0azgI*(0eci&=)TqLBTR+8; z?osU%9Uz;x!usg@KIyqpuMvyG-ZFQL3wyNIz5B+4Vu_%4}Fb_FpfA{8Oj)T{`i*7RmUB zbml60d)WP|`!=nP0K2W7pTwQ5NS#(N`-^Wb<=55$PUxS@h3F(qhq#6Wu>`3#CK3Vk zax;I1z@@WW7GZ`NvwO%)B=iJ7xo7_XHo)BFYhxr}v#F2Z$8c5PG`2?Q3Bkw=p_)Ry z5!Ke5yI0qvA1}f;W}Pd-=aZ2N(?4XyEt9;wlKV)*mS#pS(W;{y2G$2%&OoFs%STG; z%mKIdU3ydETrrbFvBt>9WH%ACmRMG;E|9zhZFYA7wKGZapjl|WcI~vV@>Z+&aJE5l zI0u-A%}l@^f2bW{PeGWD8|)Qu?DdNJDlGo*+q;=60Z%fe95STk zd7)$Yyi8$;5}^4V0zTjiNQyx zw!u~Qm&Y(y0hr9OLj`C71L(^FDY&!ft5|u#@`qikBg{BZQ*+11YzdRy|3_=juzL9 zv|||?I{}t&Fl^wRVfCijV2$*QE}w)7HHyo7E9dsVq){T4nLZ zsf$1!Ck7T^0U+gDGFs0)%i9;~1k2@^epsE3?YHrL4Y0aq+(gD)z%4CQl4*Dgur}=) z2A_0m><2T(4it#iyC1FFw{beKW4dj7!QYcUr3=tmA(P14=&lLDI2F0i3q@QErFY|w z2QqmuFiqE6D_XuWxSQt_=&`42F%I$ZF1#$+trx5(Kb&X`kOno(zHq>^6~{F9*)TB+ zgD8foQk@$BC!VlQ-y&H_PU;`wdzS>6c4|IG#R^5ENG}cIjOae?yP14bP)uLr$>!3n zyobjtSS1JUj3R6Q0BVQ-0DAD(MWjqe7)+%zsSxsjVF79Y6{QS)7@yspi3Y*&A|orj zoMR=33_&bxH`At{Tof{fKaUPwq`-!AG{!7_@a|lrxaAG@tiRyq1`}eN1{T|`Mz|ec zlNNs!*SD*0a;`HW;DBL{3C3i=&uBFo0dG_(&n14Tz-pEL&j=O9h#&NIV!Ad|X7AVM z#4{r97-n3dy?C2pq1_j>y3#;|yAzE%e7S*{Ur1@oS7=u}?d_|%wB2YQXWICXr&4-W z*a;5tkB>B6EtZWC`wJE!;uPanTzJio!{H-c=|0afXS({pJ4(JMtH}akmkfY;P~Y4! z=m3cNhfsXKe}k0xAeNYSN!-|jyV~wwdmY_~$DVY;uszGWOQV8FZ?ag`fXdn=v?D`k zzsE((%iVNGE?x<%p0+IqPOB@_(0fxy3uvloNlhjkqma zX!1~eLB1`iWqC-}Zne>X;+>ys;)N=dpuIZw{L zMj9VVChhS}sjv3O6V_33mElMLc4QZj?t||#2a_k(0Ylv+l-k4-xi59=gcG-}SglvB zrx6me{wkj2uJgPGNNkz7S{K7}C(Tt^kGK>w6f4qenJ)?Rvl~Ux{r^77kpm5}qt+Hb$A(9R+gG1Qw9A zt%Vi?f0BlXScTB)b=)RXC{zLR2lWCo{3Cyp6wqO5%*4a00{-D(F$+rut3)QILxRJ_YintoW1ghDTwIsgNJNClYe zNM}k%9Jmq4hGYIFVE&eU!@s$0@aW1Do+XzK%*-i-m z+_vCL+uPPUv0WOqF@t{B(`w`L5KyI!jQZ9Fe%L!n&-QfE*p4Ca+vwYf^0M1HJFbRC z@lM~kG4u7GzmJC&-I%$S267c)$p<|+3hluamG^MP>$R7zIgNgyvEY6en>aSL;#k9eN4G}0KQC|N>w|L|LRtAY%#bzTOAmYKFO5cEW%dGd-K(H5NFxz;kc`NQx%QTtSc_h8 z;)dx^(XeK+W3exI*iUlCov0&}dF{Jb6{nZ5qFB#!!SHr-0K_dMQ}JV_t4v)|8$%XM zOrXC6U7~uznl=g-_PSD<`gwb}ws*+nlZ?X6s52<6^282tIBt5mr|7&{990PB2xmcC zZ(E%@$d1|6xt9r8cz3|&M%U5ffXEP>hr+`D=Pb2qk-MV@k>c6EO1Zfj&>Qu>uoDaS3 z%b3P~6kr|MUx_HEgWrU228(zzF=Y}(MntmSIIh~cK&Jxr$r5qJ7e|(bBhikYW31g2mK3Ykc#56ES-9?- ztu!6mha`J4q9YfBeI!OSka*-gR3XE_X=B)tuRvLr^XspZne5obJrmIIf>d0mCY+go(P&2k_nJi^1!kl}+5 z>dl3NDbtwQe8R*&$qp<;=2Hlj*ND$n4g14YVr^cMKPLri2VNpLLf7sLRn@N45+0r7 zrwk?{cJ!gxvijJJm9)@Ww=k4wY-!_Vezv60SupN8O0VtA{uS1V`tSWhx z6>>QMs7wtsqe5cy2GNP6FI~5r>$`^EwySHphxn%qGRlOiR7&KJFxx{G<{qEH?n^ze znpH@io4GN<2)E)I*bbd7`QT9pjoFnYB+D)X870|7;G(q&yHSb5o){RV2-q&;v99xB zxOTnOtw8;oU9Jr%vIXRBBBaY=aj}|urEM3-8d$z!b2NQ~zWGgPE4O0T?fYX*uh4HF zJ{ucoTB%+gno6R0;exoDh=fI(Wm~9{iI>{{@|s4=h{_we%I4=;MBEp<;zbhXgd-Z*xB4> zzoG@O7N})Fn#W$6kVyR-+w{V7$^Kj(9g0T z{{X_Z{aZApIB+3(OL#PSk!D&1;cQk(ni2+pTWC@n9l*tTk+hW_EZ34o4w13-Yx|66 zb*{3t-I{H?Q$&-L)ov4w5`d-^~z*;QM=46iax?)R>ZhhZtvGl{wGRwRhgr62X#c?(oQ8G*d zw=3lyg)sr|0hbq#7HQ1b1-AlNoxN(!sjtQV03}N0S!0cAG$2gj*zMzY;l>tv{m;F;Y&|0x*2u3TP6}3IGL+HPjXT0P~3@H6-qnn z!>7Xg-sHg7i;pa}8-o>!{KH_~J!@VfSXId+PcKr^c4pAjstudjfE^t z1203a_)7)V>eq(4lGMd4=~9#2h(Hgo;n2PJ1ASiDopciBrc)wWW)2VV{{T*}`QfXup-k-@lzN$6~b`^Ew;In13_H!Lr;e+r@_xrQ2!g5u^U1gijE-aJXucIu69u4AkCdgY(49;4mGjVXxCCRv3o%IVB* za1rS*MvG)J-0ZToWXg?sy_UIhfvrBamSB1$6VA|n1PKy2Zd z^8@wu#%Bc1dC9x79uh%{&ImWY%znG+i#5xfv9`Wp%x&pbIZS#nESWDXqBZe-slVGg zm?P*zV_wM^8Ur4s)5Gjz4Lehhi+3%lp{8Azqb zJ%LWQ?nh`#FZw#Oy0tU#zlCs_ev`8x%*f6#C9#aiGB(0m<4QfuxY)tGygbmaby8g( zZRYMZ6L4+0ZkwxL#kY!4uMTYM6rq*#$$c8MN)}glIVygrdqv=gBv@OJSxpg~S zAfFNKO1%eKcHbrtqExA~flqrIjoC@JqnG;rZ;_}=9SuCmp_L?FHMOkPx%{p4Y)*1( z5~Luina1pqjl_P`fnK8Ijr4Lj8t~QV{al49(Y6%@iN%N9JWaK3-x%!srx3>wu}0=X z0h%~4Ng}9Y_hc7l?H8U?Sgqm=Xq?FkvfCQ*m!j7erGl09Syf7vc84E@?wZuAUlNv8 z5&*`5$L;S5?vZd&eZA>Jf`iriuz_V$LDv=|4Z(NJ&)r@&Kt%H_%*2vI<*=N@KQ5*Z zp!Tgz6~vH8(ZzdMVYVwsZCNmMa}%kzwqZ`y`(v}M^Hr%#fkKJoAkDDY7aCvF(Dl`h z5bI=>$<)eDS%EBHrP%Gg!+w}Wa)u%sZe_E=Y^w%fNf5N2NB}~@KiKS5frxWaKB=*L z8r>G-=@==h^__QJzj$rD@nqR^mcfUdneyTBGJqp8hdFO(^By!qVH@om=zgvAO|i13 zOf}w+P1$^jV^6+(S}(bF%BGFv);y)=BbXR6+mpw@LGzO^GWyVALv%JA4;w+80f_j$ z6V1PTTy=K+y>{ufYXEMabof(8w)SggL7Cl~KuBX5kk%N$@x{8mgd9~!+%HclftkN4 zknfv&y~jvi?YQons;;%@uYmORXC*z;6LD{UkekDP9v4<<8+cDWCw5^SjH}&R_IjyT z*Nv`Aj)hA^Ez^KuG8j~i!n>wik-h~Q(bJ0HHpMnd%kncxHH?73&BL3pDYV?47*6|OGk0JW5 zL^{HS%Jeef89!Gn&{{WW$ znrc?FH7wPY1nKlEw)Fto>|7tqUWeN=Ab413R$I-CPVop4_aq;f&Li%MYZbgXiqn}a zR@k#%GN#1D5jt(_yH?cWcX9D5a4X4)0(ky%bALaCl3|xFP1CDFe6f%#%WFkRBT1FLM-}kcp@$)S zSegb*9G$U=w>4h1V^7pKjsn?Rkalv+hZ2Mmb$B{aeu|l3Cu$Lj+g6)**@1g$yOd=u*cexSbj_g#kW!#v9D$x92ZCKNFtu~IE!q%KSVdQfs zOe8i*8fg+v(OZNNmV{;wXkYFE6(mo;NJKOlBL3QNidZRNxthJ#Mt8+~rwN}lS#J`F z^1~`xG(uS-l{je+wQ50vTRdwVF^7sHVs4s8M|gj)t1oF^B3P}jtUs?$e;m{*^P^2Y z$Ck6%{{X`JrQhF6z6sS9R3@PbqD*q6j#6~g5Y8K4>#28@{IwW7i+v0|R$>y!jH-}Y zbU_b=R159nE8}VQxR`ypbxx*}w6Kvg+Lble?+RLVqOKk6i_7@Jm`+nCm`of-A4cPg z?JIF0lttAwjgP9H249F&r8$p0EWQO0Kl4O6}#;Syo!*Je!A8^hj6psFF+9?qATy!Ka2b)i^!on* zo;2PDRwPJ}nRpHG^{nGU6+!@W=)`YpZrIX@sz_NDEaPy}P6Qmb1zLF^nH7Dj=Gk37&6=fslN%9^vHc)68q(MX1! z8(;VC;Ms=PM!x?5g>bRS6YB~l^NBkL%)P9E%-Z66v3uaksaB2*-=o5RXqp(GXXC7^ z`SCGUnsY8+jGN4yV`Xp&1?0=^+9%jvPGT(@pGoljc7(AvW$b_WrFgYdQkrD0<1S0N zvDZf*MscT*#)r*@JOI z>QjGQwSr%Ze@E9>YTC3Pp6kInWs&oo&*iH)R_A0RHz04ae;}k2#L`D9;_YlrkAeEl zA&tDMmu}Umr&cXDU%&R2n{L&_4nLl`KG!GkUR9aa%$sZ@p}HN*Qi~sSSLp>3n(e&P zzv%wp$MCOmp4-A~xxqa7@=9our^x4qco!@~HpG(b$53<_MX1hED4~|FOd&i&$Xo)} zesAk;n3?AjpREIvhPFbk&O3l7Uv(Jb)vL|JevOzRN_1VkBbb~ab^i1C$#Df5%zFb} z_&dyqy1g8ADY@&yR#4a{W{{YIhay5 zVa6g@JV-s3w%R95EPYg6s-;Uvrm#AcAc1aLBelX8Pui`z{(k!ihvkiy9I?(|VI<5# zPq_^o1IIE(uEqBb46a+5_D|O>Kn~n;ox`}ZX-%m){ipM;E@GV@m=X1guS%qnLp(-3 zqNDfE>+Ez&%+-}1j|I{{q4j0ePjuaVA77sj%rsfHT;y(P4Gc+|jb3=6nurnr)5caQIt_zJ||aU;??zr%me$RV{)id ziX2|wxGs}?R6X9m4dF9o9Y~F;O?~4G8ZTx)9J*!69WR}De}kwfK{PdCuKkk3b77;OOekuMpWlkSo9e- zdjj1Y0jpzH;+le3;iSxyAOrC5?7_$bP%IC)cd<9aU4+2H%DFrYINiK)E04FEtK~(7Gp$4xJSUp- zPW56}Z}_EJ{_6P!`J3hDVVNA6a|1uk$Tn@|)bl0s)-5Adz9vF&GXg64JZ!dww(Ytv zix=D1cV9=lxZOBZnDds+QkI@m4)PB^1ERD;I13-d-A?1F#yM4%x(MnMQ>S&CY2ezkse`B$aBpO?%1{{X{@4M+3GkL&sW0It1!{{VeD z)2GY(_|#n!>iKPwNoq0 zR{bHFCfd&WI;tOQDyCrAyu85zET{GN`YKkX0sB{|eLj3G>T>5QT2gmbT-9ab9C3LT z!yL9=UrLDavg&C*&??b`T?$V!yqNT7&^lM@^ugw5Qodb&d@d<-J3gTT%`Ga0puuA>B!kOd++mb)W9z%n zsvFfwMkDH&4RF5>UC~{7R-Gx+k6=@3)tTt##}5!mQUoxD3s8m(EJN7z{EgccelNpQ zRZN9ALljX(84naB{ykW!h=F1(K-T0w2N|oDnQn>#Yor{>Lo)&0rn_CZsyLj06Id^y zHSU77I32r1^Yg7M?x#xdlox80#g4VbO4k+2)9UoE@b~-rd3Exqohwehbm>RyIP<4H zCi!y8CozS_!H(aN__XFrvZ6m6JVqtg%k2OtmoN+uRnu?!^jX%ltuWW82sv1PoX1*u zQkN^%y(?eg<^BCXFY%=~ORCMDqO7FPQ=6O+hh}FC!?}`?z7y6KIS^;m8CGb}9Z%40+N=eC9887HfvnTYS3AM8L^@0WVx#gpA(4 z6R~R8OjIo);E-h~eHT$>aMunxwZlwUculqbg*a~ZX|2%a1r^{doW z#RZjC&hau_?u-E}PbJj<0PSg3UUcJ^kMevukcz9n&JE1(%}5MUjwHOgW$Y`(&m(X{ zkBr2`&GBlzQ8zKiHI+aKf>E;rSld3dDScV9-D;~AE}daq!}9WDNfoH3dFAxkv5D9o z;eK5?hf1D3TpQC1=wx{{WRe4_ye6W7@g_|=2n9MUt{SXc^DpgTOh5b}`&p^L7bhPY zmICxB2PqJsh7dD;UKU_O=1yNz3?#}J`We}hnnXMWN0Ut%_V? znj*kEEo=|%RV>VuKG#_ylq9octx-V|H6y{Kk>NL`MXy{e*>=TM_o}5UO0LisX)B$x zIX(mA@~b}HOi-;DuY8qAN$H5OE3_0A;=YyjTYRV%D>rH@*J9~joj5D5DiXBguoHqm zWX0$BqUnuo>FgTfqWa3Iko1K^{oZX@eEuz6*WbsF;hB_qlMuwLkrC9Zh={XSH_8%u zu9s1l*RGGUc5dYQ{~Jh3c+gQ zMutb@a+IkHD;Y4*uGPf$pR~%iMOyxwUsj5mYa;omy-st@hk^KRNQyz1F!H8MNRg_s zVkto9x!0@G3Y6Zu1?c20n0YK{*WJ8y+`7_kuMsjTq1cI%?@bqREs!|cvqpGo~W&BB%T2-Nb>g~Hyx|1oZ!BHCMf|q|k zlUHxT;0&(BzyAR5FN>mAJf;@Dg4!Ox(fZpPSows!g5~Kak#6%*tq*mfjT(CcYrI2X zW@@S?__yLdukg=`>+8jQ^Lfi`pPKy8hvjraUY{*wk@$@!`=ztw@-R$Ky0=bHv=BFQ zc?aK%6XDF&t5u}$3b%Gj+HmMLbkS6PN^2`Ji3lp<(us<_!7*J_P&IWjiq#3+v}Vv1 zBCw|1v8LmI1jOxQrFxKnQJEGWP6T6~&zzN4sIQ$5R-X2p!3#}vKcyGiIS=GXppM|ZmKcqL2_R@oB{33n@`N5&i$-bbiLYL(%^3kBnDMLDT z5B~tB4ii+Qsgo%T^eYsC3kG&^a`w>Q>K^9>89@1+YJ6S`&yWq5Ob;OSX$+Yvu++u= z128ce_}Jff`_Cl)`GW04u+eD zZ}RFH{^b2=(l;uMV5Q}<+-VI`1%M73b_pg=1csNcXl=2v_w*Wno?~X1 zEyv_7P^4C#{{V!g7j=}2j0;`BIJufKge)Vz{jc}aYisZG?;L(R2@fOil1bUgC460d z)9yTJp}%>7kl1{Xze(b#-(AG!-zA=P{8?WgXzmq=J;{dAp9Rwd!{kZ7J{GH(xFVa|Y6Q+y+)lj1viN1PFKF2q0J2@6>ZOlr30_LPsQE z9ce*2HeR`FM%_EU(@%=<>)920pTS+E(reW;@U9AmKvSYZsxh8ikPC-Q-Z=0rWS z(Nw!KI>5kc2#uI-I94-PO6U|(yGm_*8EoEU`wBc;C+WeV)GRRq!3R+ zwS7VAA%6br`yH~q%g$~-;`MNGZxe)++HzvCYVU`LQ22mct`M!cRSTpIl=B2!xHbX` zT_P!PNS8KwQkk90T<>Rl7SxYz9aIKrk#8{=<1;)<&yX;Ir)d%$J<^W8w1D)1wv*`+ z^a6KT`&$9O=i9Yan z4-U~A`I1M}0Pk52%A+Vyf*UG?(C^mQ`7CMGuD|~DQevbM!<IEMahi+KWt5sD4XHwIJZz@?v1Lg|@Tyck<*f^A;8m`{IG!<(Y z1o}2(VOuG564nlpu?9u^HL9J}H=AaEg>MqLrj=9dBl|HTn+ipgrNl0&2tbJWpsaX? zW+iOke7g+^VP(aXiD@cn=S5d=NF@cx7Z)V{YRI)%K;gb~(Jv3Bh`=k|j0g0su&b+)by=4@)3vKn)#qyd7nUn!vYPn^HA@;D5ZZLi5)S zTIHnK!zg%pCnG}O>#M`MgyWe2WH~~3@TGc1I&RGrQ^LzUz*Cs& z?6?mwWl%XJwm)hx0HLQnQPo<(G8Y~!6wMA*V{jjluI zM8fAR8A}Xteis#wTU4D43PEF1^81DXmgK_Km%SY&UKiafR^MiowDPA;n{9fNh!ybU z7=5&ZI5J4lJ=4{gdbMALh96pJw%=W$5WhNYN|fm9v(aA+QtFjxCa+5_8gfLcnxAA! z^TQ+nNU#xSi&&xoqB=0ZH0dP5nLW9m+WHq^{aXu8OEOfyEmAT)I{a^kbih~D9??$- zaKJW(dab12`y&3mD66Pd=-cy|$Qwy3XDn=_0@|gwbABEvL8k*`zG4Fq%r{|MXpUvA z2VMI`TD4t0)Z^w^93~3L_ECu03K=+jLFcO?MmMn2m@kn+YfkgrtE6GKuH8GRV1J@` z-MwG+Vdf=5HN+>#8V?+`Fh>3J!;`QKr0xsSdg|zb(CXK=^8VJ{m8ab}uoBG>LmcTZ zl!_APLP3V)03V|%xzlluW+ENY6BIUsQEeI6Z2Nx}z*jRY`)NL6yCnFQJP#T}%C#SH zJd1d`Dugam52x#i)FM;CQQ7ZPAxR{ zcB1wUFaY0Xqzk)fvaUxU-x$h-k5x+sGHFL^4vnbWXRBDVPuaLt!4s`ALkyTWKIplC z(DDho`0K_I16E<0qRfm%WSiFG*R-%<{$aEDqLkxzlsT^PXllSs#O}Cja4U> zpHN&8LJUZeUzZlb`3zw3=^l(Pjb53?tk z<+PBLfJf~BtS}Y!+E!5{ann{DA1&9Ka~L~l^8So>PMS6yrC!@cvVp!zoV+}{c2iX0 z_>p|w#iut1?ziN=s53OBiT#`jVt-{<-}|^}aEBzdg{xhv+lOs!C%Ss_4^|Bf+12{K znjltuL=V}_)vDUNzs4DEv=Yitp9f%jh}>ggcO+=M^VQpOFR)}egL=IuuBWbI2%TFm z+}e4V4)L|uwQz`;O4aHDg#>be2(l$?KmZ5SX4?05)v??r?;V?7pI>9Py>aazdmy9uPQ_@j>0*Lmz;jp^J6#p;#R6F{{!TAWY;6e1uARFzY-K(Tbp z_VwQgJWoV5DO{5j6og*Iv}3Q<;Qm|Ul)1j;d_2UF^I^C<*;=e8vr&2q(DfrI4~z--?SFh5EPw_B+d)dOSgWN&#a@;7QuL!a2a7mzOPILUH7da_Pn-wC{{TsHNJ&x? zqSxD(mjTq0vBCWo#eJnV@iTA2c}*nQLk22pdw&3o7A0x`(w9jThEUDWz2ydup|>#adHK+JY$fq###RkeMV^T9Jxe za*?>F7-i%hI3<|wswjZuF-BX*;V{3Ks&s0hsHh30#-5|r@ETaK9f#R-oJKPa0%V%42<>wAt6>> zK&;+cHmK0!-36ij4mU#AyDwo~tE~a2y=Lgrx|%IzMM7f96!qm2xv?&WV1$Wf6i1p7 z3&KAXEf9o&S&0|EfgMhhEh==gSE0>>01$8DU^z<@a7M>&xO{nEi00CsU-I5a;zbXS zWu%b{k7};qs{LggA&u=Km!ivtOf}w;M8ml5ov6e6vrWtFyo42Uq1Lw>#um1!6$VYW2;$&9*?n2s?U zxB~d*SFpALO>ekys*(oT33}I(HQ^mVRQdgxi}{9sUDJjfNZaMB+T#v9z4474r#+(g z1qv07IA~J`*GI9f_1}m#uIIHXYuY}3Oms!{d6J|_hJThXVW_wO9r}ye$j2y@DDH=N zoeOFk++S}^+w^s7Bv>sUDdT@#Ix&w8$pASFF-pI@5F1k~x@k4rhfhhjcONfD+5RQL zjzrP-hfw2-+0@x1FjJmVc>1z|zj-idWSg*s=#FLRnCS%gip6TZU>~%&z>&tBKwXoL zFpzauo=ONg^03-yLA<@k-vtm#9LxUz5A#&1s(*`dxREEa!XtSkNC47fkUm}o$Ew_v z*8ZZtv&=w_TEHNEA$zvnwf>;pKMg`u$PsrFNX(@oCvbU#!pwC#erz!vSveAC%$Vag z7?EbMHXS~iThkV^1q^G^G%`!mX~r>}CWn>byL1-%rMks>&q!T1)*)@*4^u`pR@JZM z(wtMCPod2pVKA1hlc$eB+-ClCYKM5NP@0%IlPTmqNm9eRwR%(=p7yU%1J%jRYSjK*+fRhO+gM!#IgR@sK(;gxmWL-?~zw`ysj z@oyR+uOQ+1D5pY^T`2&B*f}{wX&kU}9W9;pB(t1m%aN)@AuQBcC0U}gS9W-Rg^r9* zt;y90Z}V@jns$V-J|kNF&v)8Y{wOi!&gKB} z_1>jYu%$~St^s^F;1zu5#A?H-Wi}I{-zD0={m;!$UYs+Kcssc2wiL4%UdZL@%dCiq$Gr_)hT2pAh+E7DEAS`NSDI^zs)DSF|eHa<-LB zhtlZF6h%7rUb&4#FSq{ynSs1lc=O>JIjfXRPNhK#VM+ld!0CTh1>N;NuZ9%8^0*@kam24_ur!%P?&#y`wyk3QSK1Lo(HzTL_fG7+a=+B~ecR8A z%jKr^##teivO?eHAQzft^j_&vJ9?`MlaZwlRxXo5wSZf9_Kw&2_fI%Ef$N({{?f>7nUAblZgw)$;*uCveQ#x0!I&Fd*)i)5B&gIR&v zkO}}{&Gb8x^vE116X2-#13_cqF&J(VJ<+eM{8i7s?GCh(hg?#kb1MrVBg6p#)iwVB zg`DgK@mVa1Q|nSuG4mjzvAH3Qv|u0fyAg@BEe2?rnjFPDjma0r)0xdKbP7=t1j2&U z!NZ)8ie{I^C(S-?VBrENFaT19sIpOYL2cr-^KL!(L-U z9BF(*ppCCKyBTG#+w0o5P=If=tJ`~`-6d@&y2_e#0CN4Hov3? z6Cm`0$V)WlOU*fs?YFk+8QQl~Kc$r6vCCYzeH&Ux)?;d!J|Qx3Z3lgzs)4+@KC|y? zLW;6qUBu$c_;%OYr~`fzfF!Nv64Z-D4(bx3EaK^k-gEF^%u zB6YtwEC!jTA2rd3y0gn^7lT`wd#XiY%Y)1o7Ml72b{e65#4^`U&E{K(VzP_hz4S1yNDad z(%2eA@wuCeQTCR$yR`uxoH2A|i?oDuEfzS>>aCbzIO<<~78n~rdhq7yK*RBSt~EC95C-I#hXrzQ=it294+Bl$=PB; zCEU!%vBg+Bm`gJoUee{cYPP4cPqoI)Qm&$Fw*B#TkhT4_Z79`HbWyu;-nqoI<4u5u*Xg4E}1t{YbdQnX{88q*7P+%rn^%8pp~D`+C>{&um&N31Xx%Sb2xC zwzX=r<_FA&4%6%UKfV}YU6kfb9e$|8xUBBG!PVWktgddP9w>z&z8(h#7@hPU(q((0 zdmZ8DnT;FTT1aEY?n}*hxZuoRx5&3oHwU+->BAsSY*~{=%tERp@Cu_=I0XT4^fnGc zLywVl3F82_KuEtP27{q2wflc`YN=3QZ1k^A5xoA+DD-bG+(J?#w+zQ5eV6h(tK{;9 zay|RO?~}OSgrZZKFALXxAMV<}J-39qt#J&*b7Xhr$~aAf2XNxX<bcy7kxhZ+fbtJkv0I!ztvAW6k69Xy4g$&oFewDg?#*rtn!s$Bph979nXq9I;<@ z4z0Udei&KfDGqdIVowm5jEUkkekdwGfmpN#^gY2^MJ&rK-x7Iil=p4AO}f`aeKwVJ z+W0P|%R9}Y07EZB;%CKt8o>?IWEVwwe^F6%dZ9I-tzMV)zr@;YO1kvjJ{4YODW19+ zh~-aNmQo=gjMx^27Q5NY3w6Y)Yjt{*naNa0LY0>Vu7w@j!aopZOVu$gyI$cq5sB=h zk6==?ObOUU$Gf+Vm{Wm5L7sb9mDep_+rN+MedDI*UZvO`DRSJ_$}AVR*9h0kVCm1e z8n%G!K$RT###Ju<9>J6w$$HkCT~WCkgL z>clR)m&AQq{{V^kR4_j+)n0tbljP+_Vv1==y%_%K@093 zT5jHh&x)%QiEt)UHY~756fb|p%gb+9Ym1O{^|L-gX%e1kd$|F|tV@fqH!Rk+xVvtB ztlL}2{{S`EFdscXALtu2F6s>38u{!_Khjjt{?_fE3fJ}H{QjKsEtRWt2bXwgoX!UIh)ga(^b9@^d#0Y& z84#A52~{Lfq{@rki{AYmS5&Gnr=2|d@F%ox)6z<-QWPUl5hhbiT81Oa2rK14t~3zE z2u4qeVu%1Gp@iNyh0ZX~v{=`c(zO7!9;sI^Ih}w!+F{h?S7YxfC3uTBx^3F zjO0g(qTQ(jNSs(7QA!6^^(($I^gT6e>b{;$X+S*HQk+mwwNDh&DT?V#x0aa%E6gxP z0H_#Xh{1fbm|}M@_)p@50QgVdPW^rGimOx_NNfjB3(y{a#-QYRSrmunEjZ!T;1$LXyk)GsK%$lmG#m-@|tPt z(wlW$_66;$79;6xl}>AzNO4C~nShx5!XC3RqvaoSYbX^=m-@iV)u}Y*Oak0!TAio4 z*J-Z|YD%E<=s<{{V$OTU&cQK_YU1XDe_zHiK3lm7DYz!$r&9 zDQNu2WnGq7ZzhTvU=eJU-(zwKeV`b{+Kc-ljzsxn)>V0 z!^|Hp*83}l-e}Uttdyqv-FuHfbUl9!+PeAHzdkBGoPuW=nMG!qbsk1bDEUe>2$i`N zRf`GSZyu{xQ>&xffiJsmKNZpL{{SukT=HfV-c8F6c>ypDg4^#e4*AW)B;wzW*&|e( zIx7>tZWefg}D?ZFKa}+OJ;x?f$mMon%dB zBp0{1Cw)Jy8u*W2vx1&jf8%-e_x^o<)lVj0YRlwz za^BRF!ndBMjpZzoNM4pgXe^hdKSH3rsfO6nw69*jI&n&5Tf>W|)a%!!di`qj`BTrz zzJ6YQUR9^N&(45t~BgInW6+n0&UkgI1it{#jFyN(H)m)Rboy4+<-1=pf<;Z54vNli(L79&J z&caJ|K}*GISb?6ke#XA7st0bbP1e0XE(g5IN&cUnX$zYLnOvD(4J`J;AS5f5@|Bjw zP)i8M6gyXejYOsnws3slk)jw*#Sijpr{QSw3nTKPi>3|bPU zNd&|Rh>Ip%(&QWp8<3g2_SE_>c5w*IGxFTHDmM~yk8-_3<0)B<3^n5w=A`tMr8+I8 zY3M7~m8V`PRO~hS_qz1MO-D+3^{qdd>(ae`e=7XE_~@^hgda#=E?DzsJDI$mO(I!v zWW4O!mCee_2Pp4H2&q-o{bvJP!+;c2sdVc`J$?RFr=57`U7dcd>-aHY{#^*AF;cyH zQ>ChP{{YkH*QcN4{{Yy$`SDWgnYHk&j6`A)ii{Nkz$0jR;f^6@CzXd?32j@kGdJON zSyQUeRmiCG1)+2+oD`_V%qo?L0U(}IL1GUm1ROh@ol>NQm^kiZrYw5c?ar4gTKi78 zTYr6g{F3vr zH0A#QJDl?GnTvBSDjvO%V_z2P@(!pr4IILRGfk@t*M;UFzH9vb)ThpzdH(>mNKH$N zxS=%gROcW`3`J2sCqR%yB0SzFAi2;UoT_3=2MkKxSTM0H0rb}$ zOiP1Rb*$K#1iBeGe6rJINvc}%hYIwfgBT{%BV^`QK}uEOLLRQ3C1$gAs5`xBi=}C~ zM~5y?X&4wXOx%ca{auy&HBs1DL4x{3Mf<<4mc38KH(&NsYtNMAJA-%MM3 z8h)r(Q&@fZbt~}-)B67am!F@KhXHXMwWb%*m?K0yPru*mfAP%hfq?yIoU^nJ-#To|#lXF%=d z*Fs%a*SXQFSyx8;w{qQhbYSn3g>1NemAW_3^4G@@k#6Zp6$h*qHXf+GZCI~!Ro;`$ za>lz=0_nQ^QL{Rs@YN{h+4P9R13u2G1;D(W8LmB^Y0YV_+Hv#vq-)apU{{SSpnRz6FM`ZT#aP2pa zl86IGj!G}syHeGNS!j!>PgbwPCt-`gY`Ua?M)vu7K5r!Mt>iL2doXSb&5xhmtTxL0$|%&0@l%CP&xX5ESMx82SS zO76S9?`@k=*QUPbO|%S5v7*xjcK{C@Jc#_VB`8ACP;0s>Rn| zOMh0q;~w?aoCDFtR^{GcW{x<0>0;k$mnqKz-e6iP_%>L6k%LZN(x*bpL~ew#{v5Nl zH8W}c)vD6Uyn(}23S15;i&lu36ofI#G+!ukfEWGbzKR=BMkx|hPI%-K%1k7fRzi7$ zb%(?sM)343_Yy)_7;}~ONsM}n( z*K||ew;j`KQ`$Og-xSbz+)S9Bk{;%v3xj6{0{-KvdxzMTRp5kvYIk-U$O{(L;Xaqw z`mnJ?asUVnl$Zn2ND;F=2o4A-qB}NMhAeMb&_NBWEpN({?Q~VOPz64FYd(<+3=%XU z!GyAq2Uz=0YwX89FMQ_%)KfZ(t2b@d_=|Sy@XnQL5kB?iz0= zm`POL{bIueDy7Iw+jL1iSZmbn+h4`{(N7R*JkHI7CK0wzlZ$3ZEmhjV;dwYV7_Ux9 zbTMICCu^vbCNvVO=)ye8v{kI^?UlIQXslBzjTDJUlpz^cH3G>AY@o_SRUU<%`T%c@ zN?LyHi#v2L?ng@xZ8RA7MJ$h5w;N!2_b^_U-CzZ+!sx!<}8kzQ$sdl zeB3}Ih%Z7?BOtH@kD4(uqjEJ4T0k7aRfb5L0DvDEPSuNHIi2FUt$_ zMF=YHRI(Yid^6Ww z(}u=BBvdJ;M5vr0pGWTO(L3ZcDII|IV#fVafeo!Ut+u6yT2*q-aA)^lHkIKskEzS7 zsn3@Jsv>U^+z_u8C2~=8qqcF)D8~iuJ@Iac?=8c(e8a6aj@`PnXXNuWD(}bS2(d4; z@#{MeZ!@}mEHu6_jWwMVw$QCymMX* *gy@V@NVyZ#$qKS@?p)aTSy0#p-a=PA2B zuID!s6Xo5(#Z+=yWu!LuEF3X&uC`*|OR@c6gi;w(fY~&X2UxYi+}&^+q&KgcKB_mn z6Ri6;p`$9c^8t-3UDrX~caGD*(Hz1hX53;(P2(*1l3QXfDtqNB_UK35Tn8a2zNpr( z&@o4(?d)0YUXOS4PRXX%zLsVd1hU6t9{N5V93deNponYh$63}Z4_2(90y$@)^qYT( z7c=;%XSe)GT{s9sA#quQhjd6D=5-b=&kitN- zm-ULuAaWIMWRi&*v~MUp!CQ#lltE27YY(`#ZQMW40CBYT-YZT=7ekvF;UAAi?xTU+ zj2$4DzLH#-i!k=X)M^=}6th9t5}l!riCwviHjR3ieOy<`r8u#vVvL)7-5@ea+LpP& zOal*dE-qF|sga0w(@QbacA;Zs6Er$gSBbTLqP!ghtv<=yVE8?j3feT0lB{xL0|?L5+q*US+0W*8vS2 zEPZcvjBA#T8A;qK6iw+G%@NFWjlLYQrF%d9>%$hWn+%f7)v^->iBIx)wGr0@lw)x5hy^XGYLtV8~SKL()KoT#_gaKa-6frwmnq(b!*R&h8&Eo@>L))XQULhAp;~| z82N20|bX7;> zuWD2o?bEjIU3fYNHo(3~HdLz``1E*qzp_1gwEL>2L?_m13N9z1+#NjF^qaJTiyC)R zH+nYV%t)D;Um5VICBQjLX=fzq@AY!{hLJ8*q$%c-;6A>V2lzH1#!4bda@B5OUb861 z%2Bi{w7%O#V}cnTC=fQ!wSCEkyFy>YHqVNg^7vODqLXMg@h6Agz3rPv)yL1?EtRdX z%26a1NZ_)I=#6ioT#Q)tJ{Yg=Y&*3(X98J#!WeWG%vIcm6?8bg=>uQp;`1e1HwFu= z)hTQl-Rp7EQ@640N|hLUe%9ls60EVxn8I5j%rV(94mlvc)uToGt@L-I`wp>Ct%M40 z%U!sFU07}Z0Oy|;KtKmty7E>NVe2zw{$nGGxaR+eYcH^7bE=fJ>Vht9o4x zz%-IQmtY`AYcMuw^lLGNir=z4!CG|X>dQ*=@B0{q?JJo6Di{s_021N}%SG4Ol?lvg zfXE235nU*MHxxDcqpSwN$wu)(gw~_)M@O}lkG7C*YTD7MfH&&V$4(7rWN#`H>k~W~ zVEpXti(4+mqNGroOi@>VF=B$sMkIP>dgdQg1Bwt9tU9!>)e(A(RHi0X!$s$m$B@YF zSwWQ;?Fr^cpC)`A!`0qvB;Co8hNW1ZwUZ5Ygig{2!naWR)wfl(;i(#erjH>63F-i& zj6y+c03zmAUiKsc7zSrLV?AF4*{Z4LIsR5H0}x!XW*~Zc*pEQatIbICiZ3Ckaf^#u zr;aCSE$*La-!R(4Pq4O+1PqhI8;jD!qMs3eQ(^eV>ANdYC%*^Jhr#KpssE%3; zJF4th-Zw~ot)XS;Y3r(uxqf?Mw!5fn`$E1Z_T|7NpFWPN$7&@QwuXYW3~&m0tWQ#? zVv?nbO$TtA9ih^0%r?fGt6=^u+jm|UHxfuQC@CL6ea_y(#`)1VFMtxk@@nvlCrYo5!1VrWR3*|Ml*`420soY{^6DG)%W$*cF&F!$; zOdjF+iI$fn&f$TK(Z-z$_ZMDjifVP|5=M>b)q6<4GZn<$ajqbL0&buaC@{LyoBiMdXnERD`srdN1haB^tJ^W${uCc)-8U-jMUm9tr!0_ENHH*kmPAgh z9l~1=UCGx>CDa1bHb9#^9%1-;yIXVUb$x~+yr0jkv&$LFyC_^>0F3yopa_`rBCo2` z)ucSlhe+ub;O@HU{{V;ENH;ZgYpgn*(Z`cBR(%y@+?_B5Or;BOY|-&;21N5itY98v zL-j>hT?bpDc(esSHf<}l7<+!ZKTazVvk>zBCaOIcpJqHTVchdAcV|?uTYmS3>0PCp zX4IRl_3`g5rGIp(roiO#U z&#zu0*=df=oWX-!y@Kbkw=F?-83M1E>nlzBrp~R&Ry-c`Zhe&wh!+`65YmrA+5gI)6N=N@(1RK|)wEKimllP=5?;?ud9VU%Z7gr zYD47^49Rx3FlcO|LdWf0UX7>PsUwF7Tx&c+r7Afh_`}7|1a8A`V_ny354?AeiYy$N z$#VAeJZOsBFF;hn-q$3J2IXDzrUaN*i3=B25Icv!X~_U-dQwE1;uw6!q))A&~t$eh0@jD0_VN0-W64G&EZx`t5DR*kRTkQjzw z;j>8zVa0uDI^iR|!)#aDgW5k5R@a3JRWyki3tExew0Q7B?yx*t1H*Q$wSk@BLX@^j z_tyIDC*hk_RcrqMe+F1QMKKqHpUDc)c#sWK=7IkJ$X_stN-u_`{6WYj!p*LlIOu(=)gx2fsC5hg+-$(JZ@sKG>5Lhsbq6Gd z>7}u}t~>~s6ORrrht21Z;6ox|;k_YEiVLkb%A=16zKj0=YM2Lhr@w*kC+g)>thdZ5 z;`BE!M&oas%WVd{^1Xm;43ujz8gNmyl$@o`f|-7X zTCmReecF2>rHcTRLE7#HikQ~Q#8W4BwT^~7ae{8lH$B(zj_99t;2X)TmIj4s@ga9a z<8G`IKDTV8O;42(Bq`33UaTNlF!&mh{v%zhbr0g-wLdAT%BW64Q+YrM5fSJ^g4+%K z`r8OIC+8EU?&pO=o5J2nv~gfxcN_1EAj`begH0i`qDhG`-y?81dy<0;qO3}!j7&p_ zHp-+i=)yKzFMKbepAmi%AMxT1ZIm$%OyJE%sWUSKk)t&6!h^Ww^^U)4BVou|7Fa;7 z@0%HIyL%sdQ$7>hcCIw&bAb5VqE!{#ycrB%7acQ|cH^6^i^;?4Vx8DSdN7lL;Znri zw(2yiX1^G1y!T!KOfxzpW?tiiN!p{lsd-EvXxGGr14hH|f;17bQ>epUyJ!=))niW8 zuTbOhP71GHt0ZM5P=?4asUtw=*VKz&4Ps|;B{ZbX&0tUBV{LkmLeKRWeqm;0nK_p& z%4D&Oz>ud`m&xB+c_8sa$sdRuHJCWv8#YT7{)(rl?lqJG> z3aqQyP~FE#xG7)rZQ2}pd@e{VCzVXZ!zvplPidP;EsN}=cP*iP zmn~4r45)@SLLFTkx8dCs?#vdm_ow_*a%r`w$g0gqmO^#K3Z+CXa`)RO?{{tAPi}=NHQRWzjFO)~GY%@l0r7?dNK<9V?~1o>?uKy5fN$!Y zwQZx(fLUySu?I-KPUS^^bKXAbx z%h7I94|8JI?fubK>!7Qa)!TS~(&vPd1(+A1DH&HTpa~-63R1D+;+%Ep`IVm=v|nk7mXD!OMnvAH0d zfOWo`xziFu7s6w?J0#8raU9GVTEAX|1ZF*a4UI;XJB?Ff!bZ7%xpF<*XIf%r>D8`{g?-Ct(VMq&-!1dzva4BK`Oa&#z?gfvfV|k_NIS@U zgS>`X6(zc&?Qcz^qjoEqtJ;-^+5Z4#aKCcL%>GsK-acl)FLI4E%`+3`+l!*gE%Og3 zj$g1bbqFyc)rqB}HQLzlKEA9ex_$Q+@mg2Ug~io?y(EyMAd@IofMP1bK2sbb8>C98 zg6!m7oM=uHr|}&#^$rCd5E8`c*ZuMinV1|eHb0bA>rP(s)?qV2DB{{T#JT0cpw0?b18R69+MQ+XtUEfAF2-W;?d z!gmeyVV2KG=^YoEcWEtt-?`ScR3A;+yLT2u+nlVloI>i}E6dx(xt79YL~=QmY;$Sz zQ<*2)%-yCc10cs=LPwW?~f#d6qBoH)|=pnl9e(CF7wa_+U(Z64*kSf|uh zC#27oj(?g|MnJkk56T8Pv*kl<6DhG^)5GEOgcQ>dqMlVq<|@UVi8cgV)9T>v*J0je z?nS1}sIF3&w>Se%WJScv>xkU7^@o;Z8=z(>LL!rUe#XWsS!@0o@l$?$euBEonQlw| zkfU(G(8&|IkN~a3v0Tf-yLpeCX$5WQXun;d@beA5b3NCy)89s0R|zDGm{Ft?$YhZO ztLx9&U0)4C@OZp69s4WXYXtDQez|J>3gd(kf}O^-Yh7W=6VthHPKcQXhOK2D&Doi7 zoTzXp{v#nATvwVlE;YUQxR^lKL<lLZ^-A3_B$X;u$Y2`iQT`WT9xcE7L>|3yfzBpoDs7WzpN=sLkk2KN$oy~z z2-;@Q_AIXnSA+yECm%Prx&}L>+&#+v`Md2td#?oOEV}{2<-P+VreMbxhR5w){{Vy% zj`bDk>a?02z%PV|xwhTHoy=5EEhSkedQgQ62B`d@}Z#)3aJw-~nt$3?sAsmolHEW?y0c_P^nO zu75=Q`fwI<1l(IXeAUtzqNkPM(~AIQ~Ybwj-C0SkwL6-+n7lm;$Ae_rdZ9Il+AdXtF~+de&RNz zQ)273=z;s&4a29JpuqR>%$7Voe5p^Z(!O82rG9?zeQ8R6eJf9w8V_Xg!|+M+rCt#= zIB)*|qmo<@?XUBDlZ+FLQ>I5yPbDY;I7J65XyPUfrJc9XUqbCSC+1rVF^a!jb}-+& zZa-*SWZL%j3#}f6W|qA=XsX9aMf-(57ehS!{P^n~eW!Us(iscXnatZgAnevBV)K1SXin=N($BH?lDsT01e%C zuHpE{0r;gosaH}KaCgDff11YUKeLHhb`Pj z^K!}@uY@m@3Pf^H`uk>2!+c?lm9|iC-%+s#NWZr&?!Lc(RL`0zvDtS3zbBqsJoV)c z&rW1s8r4$R`h5|aRVA7SW&7ZZ_V51yJbQyTv*?+2WG7`0l3cMpo(jbaN0#F7&`5Bc zF?F5W@c!LjFWS3T?%Mc@uTZZmPGY7hL?QBb$fVNGasIa#>5oLLs#7BjnK;X^1mvGV z)wdzvM!p@G+sGN*zrgb?Bvk}fTEPJcig`2wW#D_m=}a)O1S}tR+;E$RRn_fU#tJw{ zev+KTjk?LH-kLEFzc89x7`C!-3e0QmEf3VgH$_qRK=^)uXjG|>?i-yx_y<)q^Wc>p zWt6d);qc7qmb8XtwYy%`GPt~4SyhFuJz;`s#0ejwqZ3OpeLekkhx@)tk38`>iP<4` zLbf(Xw!v!t%_z9gWOgqvH(B?!I_18(iKXr>yI;jjKZI3n22D!f-ul%I$YCeH<50?5S00~i z`@Qx2x^a2=3(D6n(+)=MW`nGwteY^Y4xE&9qTBY0?}pqqt~Qc%o9gAp(QqM&TK3=F zUcUZ48Cb6+;q>X$tL88%n+%X)0QjT)F64g5EH@*rFcc6>Q!;E4$bMdJ%K$(-?ff-+ zVt_AMr7K>Q@~53YyWi*eeCto{_i=U~MD}D!GR=e*N&$g@rZJrkCD(4XU%Dg^_})^< z45LQk2Z?hNL0jZ~09?^$mbB>tuKBN{m>JFDB zD*pf|UUZ$M@Yiz-%2R;wG#ndDfA)9I;A?mah!J&vr2Q)Opmj8|*Jvr{==$)z0sd0n ze-+~`Y@d~-SdzZmkb6v^&Aa|DUth<<>6qOB6Q}A2)9Zd!`Ef!rE_(TZkTS;clWf1- zh;lTx_1k$%mjl;%4PMSERO=P@Xlv6!UX-u*`2|sP51EmS6ALKX#%*AoKCvf}b%aH) z`)4#OS*jDU*Jh_*)EE6#e)|1hJ$jF@nq;(dVp&S2DpATWotS8X3*Y+lznA5U(0XOAoSp_EtUyuURQG?bqPcDg5( znT(C@D9MFWR?SO?lV(f9`r+WiPK*|PY*GGpdGtd`{ig&zICTs`B%=rpYHx06skNbhlOg2#?A2o%hUGV2Psxqy}!l^y&*0pSqyFeKPM zEE|%m*y|00OT@1=VA`@PltxJ?~*)0Rj2_|gii^W-^7oEZG0T-Sy%xDFO+& zh)qjhMeJGm>gltoX^Y)yd+b%%c1Y-~^E+w=?L zU9O?@uIQq)>xb9mRF}fO8lQ4HFV}2(we{|MR@7nt0E{wc!4_GS z@r8GzX(P_-Tg)zznBWFOlAb($7wVtIr704-Y=5Hd*uP%6X4UIE$Ct$*VcUshTgMYO z&d0ox<)#Q##mH$Fio9CE%SRftCAKx<)%Dw+3DLDTKZ=K6#yAS4JoO1BNz1&1u(p3w z5;o9)T&p+I>}?|khj1EXumE>q>UG;w{CeTdWG-5bmDq2jg08qs** z)3_6M5i`bKxrimzk8$YMv@is=xb5HI*kQ!Cx;MYQ01En2EO%tQ}rCPDRP3fHT&U_~pw3nvC^BWg+z zU2`pOp;DoTZuqNE{{U<WcD4v(VS#3Vtd6 zt}o9TISPFbLNf1zHNk*ws>E zMxp?=~Z z;AcrNISq`cXnxED^5DIY#u~Qa>2-czuPJQ5_=I;~e;1j_s)&*vUl!&<*s$&2tFnM% ztw;))DXMY&8r;JwqrqUZslFkov|+e1s=s>vt(I-7xTyyG*}QMcsvcD@L!)+3pnc*y zQvr&7;ydK;(n%hap*8*=>()YA`k%IS+JghH&x>s3D>7EWVYyeAjjI$|l4A{wN$!y^ zy$(}L$JQI8sK#Y=*{H2A% zb!&jw2f_&x1*$I0fNsvr?rePgJ;H8VFW51D8`9gzdNv6chs!%;E|RNuPpT8wZT-hrxAa}Ls`b8YtN5TOQ_V)8 zsU&7r430zgaw{2$&}P|)vX%}$_>4TKnG^KT`fys!0CC8&{>nw*F|&+65431N)`k9%7_Vop)%b>n zzFSOzi#^p+uF=!0E&`M6(p!`H=rl}Y(XEH(V3BznMwx)-FJT>*0oFztWvSk%wSKve z!|1(qm-WrxY3^$FwzkB|BOn-J06sS&1IerAqrQT65yLG(no{HGUU+~Ymjh3S_-D(n zU&E=?o?2{agrYpC&Vq6!?84=_kM6)7b^H4^IF?gEG;}&%?sm7c-RuUqUch{tMX~*x0SYH5}+An>7878LNZP)S{hRT*N`L77g?8*;!A~0HEk0lPq|)Upn3hbg;Ram8kw8O(pt)n4&HaD-jWKFI=3KEh*CE5| zI{J&f_SalGatt|d`W~~53>7)^8xqC%M4ap}OYbZ~i^kwjV5GeY*VRXe!Af1X)|ACY zt^M_-YtpkbIy?GK=16GumP_y|iNMCR=)u5?s(6HYN;i$HO%dCE`62V3M*cMN7}Gnv8{TW zR_WVx;sN?I817&UCM495Hw>1mMvn++E%bM!0ltmKglHjk1(u48QOAV%cbi{!)A3Ex zDs>WNHV2p&W|bi!ZIyt|!{&qfSUI_8bAhEYSfxdkB$bsD84(i^aszI=z-v8!%#`ApO#W=zgW^lQWnGr+#z>}M4i1o)s(V0K-VkVsI8?M2U^pmR?`+0 zvzlC!{U*R9auo1*xza^y+zaeIs=M}kKCsa$t3$T1*D(aJ*QwkY)~$4VLyj0bk}J_T zwAxP_gC_yn^T;Tr<`h(oS7%n?xV6>A-YwZYLI{E{`$W(7_u%VkwT&}zZItbqAC0ZS zmbd{qKs32(FJK!iJI3#;`zW=6pwSqDZ72RJt8nsYpStln8hqr_g6UARL4B z7It*X_3+T z%=owA-N#9{_Ww~5a6weHGe{l%YN@B)qn3G;(3GVjCLd`yNe?8WcAZhVFOo-Z5* z_o~)xJ4vq=>ngd3Cs5}OJTW?%Pr-Sc>FRwmTqM6#Ku3n7riPCLy0`Ry->0jK`vklHOICV zyN1}(m1gTv@LUEe&nW?C?7}(`$_Qa_$#p4+6U;#} z0t#3_$enHga}nIwyStXt23+cknDT8HagC_)wMp)duImQ{3<{u=rz_R&)CeBBA68%4 z^~)(mRPwLHnsKen$p%=k!!VP>^4cEwlOISWqTKdP5#QU)7qognyLD;l3+?{^3fjJY zTpkd~GOsw9-ipeZMa+*pKC!ryLFVW|zWcgXzk5r$FABeO{7<^7F#iCB?Ysq~*=HGL zC6?n<*5TB{@AkmsG~85WcK zPxT+hI&jXwb4op(4dt>I(+r%D$D`#YR~sWOA80|c!NpuSEeTrFq=%a+TnSruRjk#j zYO0m$r+8b$YpB!bRFKt_d_bg1);%!~%U=A!M{Bp%SV6@8=@hA9}a62aMb$rq&Beiur01GKcK zUXA3-FJo`A-WiNFvK3MooGIFNw?iY5>NVK`+%!IwO=`i9P1d3z>G36P zIB77!^9a{A(|Wf@VIC-FJoewX%tra24G0?Kuqd5m^D`okE^ zo87uiZC1tO2rZ>+<*2pzs$9XIKIAEk>#Xr{{S!XCE0ZcvZ{HLWXzgQDGe&QnRtN3mDAp{dy*t2tI+M~^`4Z)A$(}&CkOEL z-Kkfg{@`~e{MVrj;i4IxKa53HW%|Df3vKGOJK$-|R$-c^(jAd&1jyK$*tP1m>iJa9 ziqSn9aQ(;FWnOc4JAh z(0e8|LzQrLRz_(cXwumBpDFb29|qt;ww>}xt)&t6_WeE;qwM?;xp|NwbWf zAUts+k-C)78|zpnE3~0fS&2Gz(3iLL@@we8{rqVeWt>(>>T<{j*9?cWJcyA}$oQ=( z9E8Xr?}LrD+I6Q;^Lm_Qcn;&$OKs!lPlXPa=Qdqsi7{NR#^OHW^j-IlElDPY6&$g6 zjaINlVn>bZtp$nR{^!$n3ZJuj@nLXUr7ZcAG>8Bg1FHuCCq%t&`rGObEK9R!A}~oXKND6oik%`sMTy zvi8h7rt4Jy0GlOzS9dL-!&IG-ST8`}&2MIFOvrsAo*xn_{$pNXo@bcuHC`d@tHP&g z5qh1uXTtvg?!Fmpw4OzC)m*|!H`>B4L{k+~26OQX!cQwKJl7ZS-_h@k(JE9lG!(RHr>$0*JW)hf zE&0$*$OCXR{czD{v|O1MWJIN`q#>bCAG*8(nn_p)s1Vnu``bqPFTMiD)%0GwuGRgQ z#@96`kOvlIk{I@0z}k{Q@(0&Q99D?$m^+4!97oF1?~+C4ouRLH?TVFcTK%0$wEJHS zQdXHyosTcYTwsZ{j7bk3FA|W4H!A&!BLLbMrwRl@`&4lgine}Vb{+?@V&@$U7 zVojv;l2)?b<7vfXmokPCa9?atHxaQ@hf=Gpr5GA=;9Gy9y=Mex#-Sw1$>hT76}ESv zhQ)=L2HXCnfg03{hj}cJqz2bu+CGGfjV{{0GI9m-86nT7RzzJMfstv1a0q|2El?@Q z-4pnET9VC2*InrxlK`GB z-HVU5V!4{NEmdee{(Vs@lHfHd3TJ}pHxH6_RL(|+(#}Vw5o?JMui^?#MskJFsi2jm z3IMbO3-gHbo^`H3cW$?~xB=uSd2|Ytlbg_(e8I+KXYAt9^NA!NQ|I5#bPI$bzp17$oFOqm@e&GsAu%~s^Bu>R|e(Z4h*7@xVYlX!Sy8;q#2N{ z^f)D>r`89mQYOa5d#%JBC&QXmR@7$zYU-A(loU)BJ{N0|VX$YnxO3n2!J3qD$ww6Z zh%nmah;Pk^-&|N;d^l9e_E%s?ks96OEC4N`f!$SL{{R#QS*kRRi!l{9qn7D4`-3Ka z=N@XSU*%S=GNvXh+Hst7t1W)G2=gvL(j-N~#YewNOVPLyt7!;8thM|cJK$sj5uJcY?kQQ41)7fv7C!UdB9K%ga`32f8&gOP7V81mwJmy*`g-|(J+*QdjLtKXR=rX!8!5YCA* z@r&+~%~<2UDdmPs!ZZ)krfBF=2<4@mqqeCN}Hn+;Wo*t;gAM zBpV%A8gk%F4SR0cwQil{XgMm*UaL~gG z^qm$kb@#O_6rZ+LuIgv_vZ_-Qai?F(Qbdh!FT;pDz=m*bl^3yfK!Te395N>DNZ~7)J9;HKIu57o^~2q%4@+g6osjlB`m!HAAfaj}%y%=_2%}M^5=} zf2sWVdwEY_k~1UA)lXf9DQ$x!mw8@ zC`^N@8yWKegCV1bF?oXZWi>iTy~d5k!{Ok%{5cz8Bp&VC)_f<3O0IBVF?lS7mN_&M z0OA;%^mTGUGXhX^ZqHEzEu@7-BCB*qF*rdZ{{R#1I?tBd!tG)u%iq2QQB{&T2t~&* z0a*=qHex#F2UAapEZp)^61*1Gd5xu8<=v=;q$y{-cQVgC!6j7G%MQ%;KrN4x=m_5ywG$l zn^8}5X|*c&#d>ih$k<6anUgU68;Je@1BUC$9j54YgA>ErI8Is`HqiPbn4F|aHecoU zKF|240cmp<_^I@ybkbG8q}M@bpMueTmfSz`1=$ zbA>~joV|=8WE;tb zbIYYfMZ`}`h;KBGE*;3HU%eMFq~@v839>BNcHl(Y_WjMLPeJF$HC(oHC767y=5?&w z%BmpoMT9P6y(EgN@mPb zpd*Njw=jwqZN8%$<8=;bR7CLkLxt$&qFRHt5)>Bmn4-i@upn5g4$1aR_Waxx*H z5eq`DIH=1TUXN5*n&w{-p?#%$9_#4*{Oje+KPr>AD5p7rnpg+HjlzrIOs?t0{$jx! zscp;m`tX6Lm3*sTAt~qb*f5i>708Q5#75Qei>Rv17&f zRg(u*-!*INMoT-bY5n|HuPIS8iB_kXDkvckQ{c}Ksz&lHR*G<7VMDl-bdcdThc~Rw|*$Po{QpUeWSj~dUwIN zZ1}LkIySs7LLqDXnbEH6pr^aeq3puVM2O^=@C^fp*#b}ol{18D%H2@w8V96n_?C$6 zkiEaI=U={g{J5~0^am;og3TwAK;rQBusu8?MrFHCn%@k0C!-Nud_U{j=G~!&+4|)- zkADj6gO%_W$KrRHi#P$QJ;P=(Fr_^4;Nd>?bSy-Gve9kclWE((e`)gIM1^Z)qKOi4 z>5~2;H+7&J`<5RpY}(^rkY&!3_jZVC<8a^2n0r~q9F9|%B#OEM8135jO>My@03Oke zvZ;M)<0@x|hAl~^`rX9d-%l>r?yYIpuN9Nd)Q|~JFOy-3z(up(KELf!Cu#h_geTS+ zPJ!%ya#{$T+u?p;f%~|UFXvJwyT+1rl9(I?+q*j#b5$v9ag+<7YE`!AjdsdxhpjrW z^68`V>C=zg;D;42m8k)itgCA^RI)C8T3S54cD%)AYV}&sR%^Qvo=hoLoqsx4&xJH{ zqe)(rswhfOvZfj%%poljET|C{01E=f*_R}0a(a>)Y_+xe$ccZ%s+9i#Iv>c4kN_A_ zy8=MBTZ@cx{{Rk%zn;q@kf_LZ&ymXAFF=Spg$xe0i-M>aV$`#1gaIj2YtzoO{xzj| z>2odPGX7q9Kagc+YYSo@HG$>SQ z0jCO_fi#kP&hjA<00a9B2_=aUYCz?}zYI-8CMoY6PbgzBTE&2UwGVLTS7yf~!e!$H&aKR-S;DUqD#4^4K3J${8UCIGZK&imTYpFvOUPAtp*dSP z`7BT;8a~1vt@S?2vafEZZ`-{0T^IN(Sv#1`BXL~QP9HPzT(KGC^Iv%b44^JmdSX83 zkRjS(DtJC~b{k9Ql^uIy4*&(2R?eSh0D2lrsu_Q9M=h zJF5K!f2sWVTGGbyL7$EByXH{Dx6#OUxQ)NjbK|VclYF1lpx$&%^YjdS{oZ|gbovB_ zM+dE=EKe@CPzO5?#2%1RHKDLMYm4k}w)kbJD5^s;5^2=%JH@O;VOqG4i(!}`7TKF? z>4Hx(8H{9uBuZ6IY@xZaXB^yusRLJ(#Y5WNv8k;*PAg+Tr9%d_r;_?spFjBC>eRD; zBk%oc`|(%KpE`MYd4GTRb+6CLz_VH#lBzQ7*0CO7Z%(B5S=biTWAt?W5Jj%k^s7oZ zIR2FU^c7Y4bgekA*HxuhU+GVFDs}$=3^e{fyZgHFlW}aCe2yTME}W#SP7p!M5lfUI zqGo3#>8-9bcR01eL>SgIfSU1mL@jnnp)i77^d=@2v#_v^OR@b(9%TOjBHy#|WG1-o zdTz9)$ujc(z0$So{{Scak2?PV&id5h#un%En0kEa^Y?!5%g(f>)2%CK+tF;t>e9ZBwCnYHc~OoJFF&i&zgrWIHQ(oO)9du>T6_BZy8F8P>F?vi zJ*vxoG^^@MBracMX-WPB{XOyRegc=?aHS_*?sWOMU-B=%=cXk-+LiwRpZvR@yWi5D zf8knreqR1DuVb@|`55be+f%2qx$UX!DPQ0H-FVkt$AcAXcOB3ErPrsIzsjEezbez+ z*Z%-tj3y2I&I@A?_5T2@bSvBc0QmOZ^RHer8EN%r(X2PMy}p=lP@nR4zW)I0{15A8 zJf^b{NJd-eAaIGasD5NulqJa}spa#OcDR1f(u!eIh}|7+#|YcEv5d6)=gV@h7cZ4& zO|PTPdpPpmFCM{d3xEo_rJgm_kesfXksEm7o{Oj@?jIBQt!wx?)|I6%@@(9cXyI*E z%^~r#%+EFI_V*cRuQMf0^kT-$5|Dt+gXTj7&nZz0+E_7GuAkb?JEE>G6E5>=^vO); z8s2Q<^cv-{?KtqKEQn*5)~7U*!x3cL>^|OM%zesOE@sd7)6c5Js`3f5=R~F;c~X_c zc{GtY$^-b6sY(boF9;#SF((>t4gJ~#@}QApVn)sx-SpfuH`HOlY*)6)ZXdTO&Ez@QHFtu!nWO)`S)bN)5~$KIMwrJ^>k7jnJ3@N#rcA{#QyaP zRN~Z}fLPSRLUB?`s4|*t)%2bqRb8@_s;U5@jcK{@zg7u>$+D8d`q+@;RRxeQwyeXI z(W`(BlStFiqKObkd4ozAPz`{rnlak?w(gr{X+`@y-A^$w%u;0h!bkG0bvAa7q4zRv zR&AqDLxO|;kv5aXSyMx<(npl{EvI(d{{U%sHF`XWBKS^ zl$}xon3$bP5e!QfT~M9xm5(mm7prEeS5N6%M*CH2G|cG(CG%)7$ur6~C%nN5`?kC{ z%j{kOGBAoXa2b0{v?w~=mJjJR_RHxyY0;^t_MdX4WF~6Uot)VyhC`Xm^C3|agymUZ zm)|?euGCFi$5*FHn>^WaACg7*KxV$cZ?*Pp zPXq=DN+wH?&dg4Yzwy6aF>SSr#!{CYWo<<78MduB+UyA@X=KwX8n*$KE~`aKgm%WG zap~5Ln(GhhrnP0o6#X+J17>^6-Z2JgX7$Xplyo8CCEsgxcZveqhNy;ww?(%F*0rwL zPL!$i^RDSy-FeaRRh$jMN$Yr#kfSsUAxa}pbP`Qgbs_5YL z8?WrTOZsMR*6hQU@=ddBV=iUX0HZXxYi}AnTM#-9yZS-6Ll!G* z=+O6V<8lxlBS=gM1x1Op5&gx0b=D^@V-l-gUJjW&%Kn|SdSabFcxuR=8CV;IQl*(f=_r8N}DF^0WLIQYjytsHro+g;*(>t z`7Gdjo?pJ7zn4`nqryfWWxEGQE;vsQ_a%)Lc7DBDZe6XG%2t_> zVtm*3u$X$$t*c-uR>!+2d4BT%^m;~u6cfKh3gAmGYGJw4qf-w3n_d>o;$VDlF|xDR z=aiwrgh=Ax3T9;F+Nq4h%LYGi;6-sUBn$70Sy99`)icFNbcQbMo&M;t2_rO{PejED||Zo=}A^ z<(thC$6f4txWsb4?R5VDxUkX5*o*b{{&r^$NLD-9)yu7tuq$Dxgl0vijV-wr!&XD; zwSrJV0(Vc6lJ{<_E4sA|3V#ScIu7y2Ai0J`thtS50=Dz}^mHtW)6>9VS~D@n)oLXT zV??y3kAG2LtA$rX0IeF)!!N5sm7rQ#lVtVSC_y6^yD4=XX1W@;72N*o5-FCH-0i(&@Fq*ZL$ zgJvEWt6wwJZq#tMhwqlTrJOm09h`GBGcA;dFQyiikVU41STu7dk+6hAt99YF2G`OE zzi?f;HU9ugb>UIXStBbl$TgT|c08HXh{AiI6C25RygEk7hWg+#%26$h9k>M*{5`t= z024G-x|n-}-RqM_a!aAcpvnpHc~&Arkt z)!KI!erv&?S3-=Fd@p>blV(b zUcp$h3#o`4@mi`3faMY}gD62h&9155tVRC-(q(n@eVtFeR~p&eqGr1ko==tW=+w{y z6UXlrY{SqF{}wOlSh-jT+UpD5{&9ded{QeC*~TX7bE|APYl= zSs?V_IUyX$@}|0fSZ39`Q*B=u2VJZCKD)ZL>0Z;q)ag;j6f&kxVV_s~E=bLWVW|x4 z;WLNoa9L4=$U1^TC-ks=3tRsHX-Fiq*gac9X78?>nv9dcA(!mZITvXsaczXlbdnxu zlr!xKX3l&bY3t7{&8d3m&g$1jf4^;M(%X4sDq(JYkyo1y9!cuR6HK6N@+&g#T#(Z0fsmt8VreCt0{e0=U23|hSuImN)Hw~YU8zI214ARJC5_&CR zCk2moV5Nt2Y3TU0USDQjDVb!=-~FQ{8Jrk*fRrJH)-MCg7<(!PQ-I599@$Rpv}5YP z+v~ONt#=Q`IM8^3A(ovwpWTGCBjn2vAVxWNF=#<|ZH|~nq`@uByWS#6zgOE$M&6@r zF?_XKLeXC`yQo14gY=mw7S*`h=7%bx^CbB|-%QX%uJ-_|uCBeY{mrjRgVwd%dRC}; zq@CHfnvgj0nLh_4J()d}&M~HGec~N!=LUVAY?SsZ&IevzzN^>6ndFXGJT;Q)J#ZL;$D181T*pIGifjhowsiOQpTenAhSGPcBq_3F z;S&gQQ5cLx{6W8U8Z(VYel<9Pvmcf+zv9NFtilnlu6BR&7)|otaNRpYV%8^@a-mhf zZhfKh()MFngWqsup*Ur=Y$39iG7l8UffM#)Pc6Mh(y#EnREkJ_?Agv-5s2ha%wwV^ z?2X};r4}Sk2JzZs3s)egio8FvE_tM)kT%WNb=&Ft_$X!35~tF)*aOVG=rSvA$rev( zlyKhz-`oUz5Ml}>dNKBYe9?Ke+*T`V?(Ws;!02hgIe(bhp>)jXnn#IVGlGv{k0@gD zHmjI8%wYSZiL{*MtPR|b=)tQ00NUCPG-QmSbw|3MGerk1UP>m3;(&_?OI)xT`$W%| ztd}}mwDRT`N(+k}n@!u>+YkQ$D<(~ckYrIOjEy3qBy29BFbiJ7&7E0Bb`cBTJ#ON5 z?@hgT;--IQwBhH-d`ZlobFYl_mv3GoWI!4?+2u&=S>7OU`nMFZ6212^KUTi1S5}R7 ztq1Jh5PXlC1uAis7(e!soKF+mf8sPTe+NNw$^!L*cg6=+VhEJ|dQ-L9rTd1~uXStt zPlrW;S)!D#XVb!L+h$8l+8qpygG!5H{0_BNoHoLSCi@%KoX1zVMA-LD(NSmr0BSYh z9Ep=5sVGS{NK~n>ga#7H|*1@D^Wo?i3H z5%msOZ@K+?VC#`;U=t2xriMupIGY}gH9%=?hoSb&D%Ci8qQrC#;AkvPFK?>-&W*np zqh((T;?{f=%{%Qf-t^EAG}q#mlad?MXZ~zx2tNI%xj@%|$67GMi<6 zb03FNy*>Wwe5=!erc0M)c5UUO0&)F8gPp}nyIW#wx>ynLSgYwh#(TV}Pdd~1d6&7~ zwk{rTIgz#{h2q(_ow3#OGF0HGU;F6(zK_aT72u%ryFqp0J;Pw?@okURx)53Hp6y07IBX? z)c*kQr6q&>LNBMBAIjsP9{95;>$ew}X4Tl*C_XfS-Gkj}a@w-5n)}kYs-F-RciH`N z>KIUK~&<$iVO@yA{V}H27{sQ9lL5& ztF1Vw_%30A6TLLQgFCY_008%50@}8pDxuFTL^pw4nWQkcQnidE-8F5!%R2r3wfEDD zUgcHdNj7EVotruFn-lzaE~j-DPb>l*4uBXw=wf;lrA%eyma&7FQ{2C7S-SfEs=j<< z>L*Q*WW_XylVnh#U?OliQWx<;0|HDj5fKg|XMv(FiBFo5s{s3Thu3^IoW5dCW?u6? z$i-Joyk2rfXcQ<*%=b33-nUBa7pq+r>C@7-4%Q=c^w3*+YU8118nJyZYwPNg!o`eTf!UEOmDse?f6hxT0jqgiHLd zyFcmm>!ud0lz7WtGRhc6NjOXX18zUY(WpYu%f?kYv|*z z;hrQokdc}>=}4+brZIzAVE0$tM8!HrXWE3OZE^ygQ*SUO&nvg8uf=Q9o^31DuLfM2 zQ#qT+SrbV&G!m$B7FXIm=3PPxja&+MdQ541wl0(8da3$^i82hw+De*1_NMfMRWW{RcLZCXN zBy#{wgm8WkAhVxHSQck!N@Un(NXyHA^dt*(=;!j^7SGBLjfIqQ_Iu#dCslG}PQz8{ zP%2fZFsUJeAycxQxEc!+wS9K&tyb!1c=&G?Da*}~ij;GnVe3pNo0)>(T|`>&x9nLQ z!D0KdrosXa;pTM<-M%Q-YS1X%spZ9Pa@!z}K9OZEJbc6FPGJYXc%nF-NUj?WfH+|r zX(SI+Tum&hNWw7jiQTF48=+p^mR7;NP zTEz9W?e+d=6Bc z1c42gQ2ziGb9Kyt_!w#}S{!)hT;J9&qcZ{#ScM0gotCSs+xGS~^7J0<%ZP4GE1Auv zQhVMf=H7o2(zr}}$W%0_tINa&&@H7{f<`MgkL#D$&bx~~=%~(>uU-_ZQTI~gO%(P9 zEgJTAE|o!UTfT(!)s_st{Y;6s@}QIJ{(jv{>wznVk8yJaoC=^}!#=9`dzv{iQ3zLl zP+-AKQ*O%JZ$PuI$-XHQXER~||FMkeaE5%e)| zQHS<_hs?biuetH;y0zlRvKm1fnF9p8PcZz%Pu4J$YJj&a7B3IW_D&P} z&XO2HSzMKXM{Bt3yXeb287)fICjz>;=hX-X;b!$KmsU|hT~hbL3aUsy>6@g*u` z*>IEltCQDwTw3GP^XrRH${V&!<|~|YPXgmx*6xvL1@U?deBj9NyO7%}kcbdFfu}L| zZX266yHENzioWOaR6@BHS0q;z%QNE*0AN+yZR3#1Rf{YPs9~7VNt!LeDXc+KBL>UZ z_f=I44wU!tXKQfgDxARPLd;>VrtyWa5bz#arH=%s)f=nun1-CUS_2SU7QssjZGPkT zjw)_&(Q1}S@yt27=HCaiXyIOwI=Cj)XGBn8mV`euwD+Sjk*+dpdJ==mvi?A%WxiPOAxn%;S@ z0P`3MQaK;MU}?8b^m`^C?mm;Zv1jnDe(}X>Wy(36>og?xZ%cW!%qZHSWe8d|Ul%DP zj79omHk2Zl7<)HfY1-jCOZgKzZrZb}v{tn9vHn8m5In2Q%-4s>50EE4rel$y$D55B z11i1hqhYC4H`asU@Lp(C{v6MB^k94bX)!D_YZ9hSTnt&J&qEI_!~zx|vRy3^W`EBB zsHsf3spW|zhg%bq)tghe)27VWa1r7@_E3OfhmaeCG~n7{a?|Y&;jow%s=6b#{c|5l zO~19%YB2u*lPd5c`cVqK3+1(yl!#NUvhrFukC+E{UG0=1Xu#7E%zJ_Y07jBtt%|Ul%fr5wkwL0%x=vzp4W(;>u>-a})^Q(?yr!s8L zg{>Np-D)$k|%ka%Ua&^T(qasAS zumT_>13K;kpjnPoi?!beDl;a=mQ0{q$XetveMzGDo0152Ss1-mQrS|` z^up4m_A^&!baGXVjDKjzHFpTv$Lf7sLnO2nezSG6RWXj+g2cEdr&-0R1CLRZ%YQr)g3o4u^ z9Xt5ho1`JITbH3+abk5}x&HuP>f4Aas+6Ruu9r4?!wRyvArL_nFxn+dS~>6!5WFl2 zFtCUSoMKu6iL&J(4duLIUSE|wxYzh8 zbPK6MYyu|lVuhj!Y|z4N5_m?AZvNr%k9Ni2Uqc4%PjWh3YguHW*XNGSMBHFr5V)9)7?%jJC_U@%Idi*cu?RK4T6F0 zrK-%Zfh($t1v0Otj|)H+^*^qvs(Le5O7*Yh#Zhv~%IL4<;#kD`%?yrSyJ>`O)o;5{ z+$~v(S}PDE*6R;mbvmo_>DIOB(v;~-dC9!WVr7iHLiauS;tccCfpUX_3L1eUU}IA> zg0wEO&ald8ebr>o7S~R$KYs}PaV=4(R7z>#H!Q>}Vl5O=9`2tMBbSx}!J#JcelAlG zFc*ey&Zo_mo6?Cm5vQ3#_PcPBKcD(^?0TyUh0qt zeFR_H4Bm0S_H5QY`@Nm^oW#h}ebE__sMDho2A`NZVu|x6TRwUVBO0p9K+Yac1urxs zEFrBbWpsv8y1ifw{cqwL`qOpYJ?(g&7@-x8UMKIQgy!JRZba|dxEu6Oyen&1{+c(t zv4>WkVCfg_^jZG^dvHsg-=&y)ToByZ=ZUO@cPqrZZHlp}ODoJ2z|2Hon}sW(=qBGr z3#;#~DYSgJj^;*Fny-~vGs%2YKEQT7c7lk(+2vS+h5?U^Ffn8bP70Mb(3kjiY17bG zX{Bq{lnlvcI!bw}K^d4tJg~HH%`B660WJhQpps#~gg6*Ltido!s415xnd$d|g4yyWR8a(~E25*+|Z^w5)DFOBQT^EP|^pN7FQI7H?Xtl66;F z(Dlo~3tgn6WBS*nI{UiuQ#iVHuTTEF7x;N};^{dq%GVCLc69Df56<>cT{MBB65!{Q ztyZKZa!p%JS%G3*vM&5uw5@vi`Pa_8ZM~vQl`evu%(K+f09+F79)Rm>TXG2&7|r-} zbF7{jkHgj-c#>^QYI`r!Jt_MJM@r%!b~)#=yE`>XT(__A-Kp^2zxQfCNk zhk{BP2~F7H1lknq`^6xVS}7KS8{5s?kJ2x#KQk*@^{srXeU2WNu2!8sx7MvZzb?Hx z*UQW0*1x`=l{mIfqJ{waQ=fK@izN<7(l9HDKZOgBl^nA8Xxu%+imcs335yV_$E8>6 z*Z%-qr(Trvqi+~iCeS!`WoAr(s(mgr6$xmfv@2ppwHk;~#7sZ{timPp643K%9|Wk? zn5ZjI)#VQzH_k#jl)Sob#>DhvfpoJvzLDpplHNxQk%)cABT307xeXW!mRyD)VTetB z!}(K0D1AWpd3E7jx0rm-Wqvtw$_iX(9%4BjTPL#O8yKbME+|&FbrW8Snjc&rmfuQ$ ztEF8ocmA91Z!_HDGUbj}NjZOmub#yw(U=AH>_}#WmFldhA!FGCsBC&)CW=VGD3(~! zGGlFS=ye*?1@EhFn4X+mlBCV(u20D`3p8^700Zg9W&VnZxMPBB-$FTx{9nIRQ(jZh zda}UyV!CzdP1e17({8POrK{WzPNq%bZq4{aC#(2*C{e0jK|wB5MkTRAu)skPfbhma zFKl$;O5YXm?6eE&a^YH)bWuir97@uKTx1rAXA^(`EZ`Ca$PIc5&Fucq+`!A$P|3>? z&y3@d)>26LBQanvZzYq8r5CIO8Zh#yUvc`~KRR^x*K3ZnXjkW2)61nP?y-iy-Cni) zx_^hA{_{V|_EzQALgv(f38)QcFucq<32HpOSyTkY!8FnMpjj0TV!XOBpr3H}(w^%3 ztHlF7r`2jrDN6ME-6_-M)A-lt{{WZI zL>5^MwbJ^GKlWc-g1aGVm}GKzh%Oo{!jYV2RJ)Ksc&v8A!O8{PR-!qNOg~@w$rL)B zX>+H&T*J?&PPMOJ<68UpZ>*c_@nHGVl=pdgb@S=h_j&nO-Cvb!!ez>5@*|V%etu74 z_5M|=($B*r-gPJbWq&+ByUX9j#Qh(c4V8S#a~_8+vy(AxWz<6AHu4%Da{!lj<`K$* zSh0;^#;wrM_4P9r;nS^X7fMpKtvK_~YcW8NiK|N$0u!Z`E;ybRh=@_kh}tF(ZBHl- zav=^ri1u)jVvZA_K`GD9mV`wSiIu9bh7e+iuyG6^l2`yvs+|hOj+krLr}uv!fBX5? zl&=`~4!!lT;QE#JHtW)tEsOsE?|y%~=kNaj9y;~A^jv)&C0i31QkWscFS}s7*a2+# zNP)jW0qJLW`cha z>~SS>GpwiTpU+n(0g?p0O%O_M47R^L2cOH1fHHA(fGC{!nGkjoGFc9BK`+VSnN62* zOVzKKf{P)AQJlg`YT!dNY6W`5RHv`&S~%&~ZoiN&O4CXc$gTdVb8#eMYY*1gN8Xgj4=SFc4{w`n{(9HTWn+JP|zyvPg+$3O`HWi-3yukQF~ zqsx|oC`_Z`0J}nR3$?K<=>fZS`Zgi)i8btQ@+n&Z@LIP>e1hxkJ7JndLO=9`)IN=5 zE~N{0kG=KSR;@;S`n#pE053T?%I94rZiW1tkVhF*k}mO3dqG>tipx`>>S!`ANWr(cuU?(o zxisL+JYhjsP)jm3v01a=pjwHIm^%kHaK`%e#PSvFT%DkB`TpfaOoj}Zl;=+M0h~gRa(_^DB7h;nrJAdjXtwQEhwky zjbCLn+n4-!FJ-|P%!JMQ69`3x8(ZVm>VCDA&@h&Pt@V96E?I}nwjF6-D%YbhMayQ` zWAgV?=-4Mk#vZYK3;xx`PcXV0EI3`D%fXmqjK>T%Qdpbk%n=|yIEz(d~i$t zox&Ywc95KpZwu~){6}=_qduwId$@H*`WHDCDz@>D&CXzvj{g8lR*w$HeCg-IKC_VCS>c7{dH(?WO3Lk1EfS2WFobvxz%N&aQq%}kuVqEvcIv6E6z(2d zpnsm}z%{%}!|_WhlPxNWXCQJbL|g*E6-eO?X3#dFn($HC9MPE-4vmmn=Hp_L>~4J- z&NWcmGZgt#n7G_ya4RLzb{2rSG_wPTSaJO@GfJdLz%1krw%~PZ{wA-r7=N8NHk}Ts zU1B3JA^_Z49i=1X@b$Y(?ESnPDFq(M1L#z&$x7BCon0M3+p8I^RaT(U$9QE$TzE$E z*O$orR!hBsrmCrJzy0!mS<2Qa%mfZt(-12!Z1km4*= z{Jmn28-d>tE|EJ)Lt}$arEr{G9?KPGz}?45+E}h-O{=ca+bGLw;ZC_C&sg4Q4T5K8 zVFrlYUcFci43U);jj~{1rfSgmh14Bu9e1QJ{tx!e*U_He;Pl;ivB{EriWialnShS^f%7xc#qSakH&Esk;DdI&jWkbrM zMsEyPCLkG-LQ9?W({qbbmrIp04)p~@kHX;!!ps2$^1p{b;F9D5#oDN|x_zDVY~+lM zmCa_EgdMq*V{|eO)5a~AN6aY1`&n~vk^Ptl?v>l*T~#V;-RbzHczAM*9KsGOHODZ$ zIKg>5O@ZJroKhPcRePYd^s017*+?YYaxlxjOu2HC<{V;gD&~_g zT@xRDVagQDOF+~r4xGC5j1(boitAw2I6VVc{c5dEDO38jrFznvxW-fR)ex+rDyx{u zOpgST(E_xi)76}KW1B+*^qLq#=jQG@PL=L;RM$t>=jYxII;N#bAu4IL0-=`zIZ80Z zwaT$~{{YJGYvM%eQqNI3a8A5CH<4H_IZH807_nmPcGpdGa!N@p@=SJWF7Yr8v_So!cGqP=oGJ9%9~SN19a+@xc4|mLo!6>amkuI&|yO|@i7YH z!QZr9;F;Jl>5}rsmKN$N$&QCw8(MbS{3s*++z+RSvNlB!mW@8n_YjaIH%5^;@N+$m z#B7AZ#}k#|^E@lKCZ@+9qV~)vuez%@X!-SN6*GvCCW1uH`5VO$BoKL@DGE!%0}|n^ z2|qEdvCN_08S?^l%wmbWn$5|GIV8oQhQXU}2m=)k=Vo*04*|9^To1pPs+Zc&C-P+vOjW@mrwGgdE@JV%ydu1ExhFPdgUH zlNT7wGXy2Hh|IcVbDA;T!vRYMEbB#7q9p!%Z7WYH*DKtTNuQkGFu9-1DLE*S94vJl zx$+l^V|S`pMl2SJT*2x9X;?baZkvBbjd2<0UY&S8qlswU>Uq;!{7Gx)YC^6aMkmOdL8!C?(F$*!AM*jd(?iD*i zq)wZT>9thd+iB}c@utiCkLBAZ>@|0jnf1RrV0wRRazHlf5OfZ%HlIk6EVuOn=mk4s zzPdmg)wL_-!tXTX50V)5l5x-Zfy@ZP)@}f`Yej0I1G~6p7-HAUE?FQ7T=npWJD}mTl4{B?Ws0p|82h1hQ@HM(C}IBq+MG^fe@9Ov z>sHCB7UnB5FEp3iPiE=1%0XiNt)9NDRYp@M{<2yz)rUsi&7E55DZ904PPL;s8Oc6c zVK(yg#u>plYSs;?yArrze!B4VXyZuILLykNU3aT3f1c@9s)GSX1$c+FY82^E%1sPP z(uiP$v=IUfFu>%38N@(?)QF$(U{O)WaIKU#yDe# zl8BdYJ)sb`8K4TINby9IR#RaDgRSt#L#SH+0O;47UXA?sE-mO7-z+MrnP_48*Kx%& zQbt4h+SY&+b?D&^HI5s2cto&{p>zqUbgtsgzFjLy*QIFBO+4h!lkC;M6Oqa@yEewS zvdQAxs<~z!jE4=NeM*oOT&x1F9%!YJ<^KR^Yg*A!i_}q7dUfKZ6SO)tGH-VrF@%gi zV3VLC#DK=n;;^^{uTrT+nz1r*3+h0z)Hb#xI2N-OYZCaQyuF-fd}KLq=@xk~%XuLJ z5O{&hGcPfq_x));k@k=%LoMhZNLuG4{FQi!93g~==_UcxGwI#u==Orn~(By$v$3Lgob8!W@a1E{E-4pvB=-iqm&`NW?wlR%EV)YQM{d*0^BSVmbGHnR#1vkJ?YPt)=^TkdQ{gjW^wIfM5ohHiMnFywLf*0lnmk=WbQ{p?o41(UmhyKo{2wC%Lom3e*- z!B6{L;J}b2pzj!8JP(?q;OE?WPg13I!Q`)Xt?T5Xx4egKEwPyxGUrdz7V zTb;sf7!&!wKfSyTl1CO4@%weL@Sbp!}&{_`9FGi6lGdL;5Y1T*o_$=Z7#Qkq2f3hNK?xSQZvg zGK@1+*h8{GYZ`@3q`yI3uD*!+*1tYAS$}9g1C0zQ;E`V{#X27VrOo_MqYea75Ev2R zHrd1_z{08=6IuA8g+f@%XWv`uBI)|M_c-V4EpKxSQ)vlq5?xzv(8xGIL13#FqB8na~sS_Ls`MshYj(8mQ;pA z`Z|s1z2a>v>AG!I{{Tkt(KPxy{)*TFX)DS(Ra&iQyJX>t6_KC|w0DHcr-o zh26Y>Ud^Jmx-dFd;d~sjzbAf=bjH9Y*>{_{nJT{*6+I&k47B=y-e0QKh*5v=aJSv? z{+nXG*Vm|V=e6;iR6A><%umRYlV6Q9qC#Rc;{XSi4rX#oh>Spz0bnBipaBTcPER$a z0{ab3w9s@T^VypTxy8?`9^M`OC_^Blu09Uc8bUL zR^=Iup8%cE#)0V?X%fX`i_QgzB5n0y=GV**cb^NK0}g(&n9EC4*E0Z!TL!mQ7>Y+c zMvnRQeNA4`q6gO=$Ig}9R&KuL?kP^5eJ5pq(b>roWKEPnGk2Oh3*zESoXD}_n`~BW z0A`T2O+-{~T`fE_tI?%>)T>I+8mGmIwWmR4@1y(Z!H3pJ`a_!h!QQbWR!9$|1X*W( z{gLB^1mL!U7y2CY>7x;QYA$Epei6HOFCnS>R-q(RsZYbJ#4GUA+Mf|I4)Ov35i1;w zA@eNX;VvRLR9QM{lqLlA4{VeE$km5ddjq(3z!@0ttSQK+XSgwuC*}(Kr^fR#M<~o= znGT$(Caj{{8<#P)=|N%uh3!lGqhDF__^U?sq0gTO%xNrxV4YRW%W!;ibOE6V-$%kM zH2VxnwFhuED!AgyW81%}_4jUyxFY2~QGFc>A~EdRf#)>xNgIW)VtOZzF245qdKBO@ z32*ipZnthdw%@pIo2sQ+1sk<%UL=z2Jgq=ZnaLuvmUpq{gGUZ$p|ENE#ga@ZJBH08 z-(nWW{{UOt>$tP?)&aBA;)=MZGqreA)xIpRhwJGRC9q^M08Oq(OYU^sVx+ZGlcw)x zAgGH2@-cd9cYeOM+ZCajSxL=u_R;4NSv=vw8+Mnpx@2BcnB-X84AyG(ign9Zr91r{ z=e1}X@FmH)9(hOc$;r&O(uL04Dq)~uD9pZNFW95&x7I~M!t-*$#*pxbDr`R^91CmaUgDV zpWD?rjRSBYRcve-W{Yt+K|OzKXx4_FqLigKP8*9HwDO0PK|rI-9%h~c<6!uXHAZeF z5|RrRNrbZ_%<3vsmC^%Lh1R+T6u{M0D~Au&S6ns3)qbPesu}d)mYq+im|;MP6kNy> zh9Hh+IoO@p+_4~N4Y9&yQ=~tZUzO>RSY6vdG_}L~KT&vX9mywL$>2RE$b^?9T8rEu z28ScOI(NzUVPPJHZ=qxA{{Zh@f0aDANOMCdd8ILQ8QdmIASG?|(f2oeKKgm>!yv>7 z`YJ6>`L~1$;6&{^a?a|jLHjq05zF~UEMw*dVzM#xkO_R@pv@(>7p9(4!GpOdKI$NW zLH7W=;-1sE)mQ%jop_tbxmx7YI^niiyJec}qFFWo_DZ{UMKVdSuP~sKiK`Nzu3&Fn zr>5W1l~k+e#YnqYkgA&v9!d(2gsWUmMb1pJv&tMfN}DxqVV6$sY%o?uO*)B2R$Y7g zqAqmTM$l{d*kX+Gnbv-ykxLn7nX-$-nY-EntIWpcF{Oh5)fgVBNpP@ao`rG6)rBg@ zr}jN5!pNDljDBEG#>G9u!C@$1D@%2}*8S~&+{7oQV1l|pZ%Y3F^F*?rI@X^qFPvUm z{*Anl75swEVe=OfNP9Eoaw7(3nZp8Q46S-~6ey)S`|DLT0=`;0b*n#?y-z5gM!dL# zB`I?UKipcA+8v?q3<0J4?5N_RbZJ=&ytrb(D*LNb_d4{bpYy%-S5e1QxaKNR1v;e^ zxWIxKqm{}DA|7xd&cp<8lJJofQCJcOF&K>!xf!I=rU-*JguTmMn^GCHeef#f#%Q)P z%AM(h&GBf-*e^z8=s}F6P7A6U2MB9l|b-F zN0d1Nqr%FI*gDGdW<3OHqzkUK7eyj}Wm2Y}UbNw^opR61tRFAX1>Xe`hh4LERI9J;E*A_OoBbE$VY?h;+dS_|2eP51ae%4y zf<&{crCOFC!DZ6b^Z|t^GWm!}r5((0t|Y=+$ym4q2M=OKy&RE>spUOaFrp0=Hgzq{8>QTR zAhuF({h+6jvx^_RX((Mni%s-&``?=GomF}Hd{c{NxWU3a(B=~w)=~MkJ6R$+wR(F^ zFUZ!&H%Q%7iyn}gk8n53NWXApPP?|h__Q@;mmq&fs7Y#U96a9{UQn!IBP!vNX^NAO zr!ncK7E@siqQl%%T48;9bZJ#y{;E1xf?HC#7=$OxhK*02U|TUvdiiUMk;&s)GC^G) zuSi~tr@T)(uIba>pNf1#+IPfMML9h_pi`@gBToxu31`I`q>%E$7DvkZ^1CIAzzj?Y zq=8vZnnbyYq61N>EWx@FXE*&Y0C0v|Du(2maf}`@B)C+;HP#luX?@^#!;8-hE{&T8 za^GCU0R#L`trZx5Uw>iY>6Ga}mXe@FAdF-)@rJkV=%Il#Xu6ory0jZS>OeyN4&0}R^GAa&n|*WK^@t54IrO-!gK z6VlW|YC*fUwrrn^|; zmL%-606c`*8iwpP{IFcMcVEd99ppu_!jBN%a&Ty;G62A&qCunN=P=JfJHWJHQ&kK+OYgH6rewRi!J_rVsfIQeR_GrP8~49*=6}MUg>XNIyF;T%Rzj2&D1yTo8AustAs!aWE094Y z`NuIDIf&mCk*k)PX`2Vc6pm6GBwPyyI%wLp#@EGob388L$S!2Ny_hz~rM^=J6sV~Y z!A>InjS^~!Pek#ai0YhP-{KY2SgY3j_ST$nuY$G5hLypGubq6o-8xs#-{t-OUoS70 zALvh+^4?CQc`8myOG?b_8DoA1d^$ux)@1~HSOqj;)n!`*lBd>{(gwbVu47K?O7-j4 z%Df@JN8ixJHB_oc8--^36sHZTw{nsk*Rf*toHg}T)>99iR`jmxUp}2{T6tEru8YH6 zws36~5~)+^{6h$aYBz`{hGZbbjuXmC)zZ92koXhxLRumoD0cylD>ZW*XQNs z#mRDkAI>nygX5e^r3aG0A7s&e%=egsV$BR_AFFM$B$DfYwO4L_?!NAvTg9KFQ|P

TP>0WsQ`<{{UdFHBK^7A-{Hwf_Kpp;hyzbXV7>UN9rsC-h`MBoM1; zR_6E(V+raq75a?M>v=+g`j^tZDN`u8;=caEw5Q6n^5Jia`(LK1Sx_|e6-32RK)M|L zH5f4FiprDg3&~dDL~om!u$oRV2)c(;rO?6_XoTC>%-3h%f3=3!A@Y&B~pvw$t`%c zP_E|vV)=>T)eXk0R%z9zPe>&`U-@t-y)@<7Lt(HVW?^PA3IT=KY=K(0*TJ$mg8H(H z(RTxV4{z=rtA(0JYMBw5QBPf#Sq~&2Le9516oyn49}ZPmECC*$_}FlcuAW0E$W%Pr zYKq%mQb_$z=ZYT8{GsNe9=8wGl@*G^$r5o&AIFT+RLn-KFVYLvRZVR)8eXf|^{p%C zP9dDZ6*ITX&Bdguac3I1&FVU>%UQ`|+iOcOF$yol;P`*1;r{@Ye+T*TV3KLq(4Qz| z#AichefnQFAs$$ljrh< zcVhm;6qnvfdIsRi8A8e~m|k@1#Nzrk0dH!mzP&v9_0;&^v_$+(O-6|a2yviLmZ?o$ z7Iu^&mLY(&L`IQ(!eSif!puPN5o3g!Dnfy3h*VC6@(~c(!u-M!%1%+5#^0+pIX60$ zt?RX}AFGPDYtsi`I`yxf9=|`UUoU+;`cj-(@6oj^&M3ZOv@@6U%o{rHTBx~dBI{Hj zhVpX~8--G>q`+zcp)fX-0jA}Na<8jee=8L{xK*0uv})UYLF3FYG`G*KEf-;7ckF5F zTIqi({Q7*lQ>82J^K5wxcy}+{-sOwME^S*3AZ7A;GcA2y17P@sS;?Y4s*sLaz|dD# zn}**?*RQ_5Ty7P4srbr}XcSWf%B4yPSqXInYamA)P)900NrE|WM;Inu;Dqy*BbpmU zi?m8I)zt(kBT7zf(T-~an;B36Bmm^I!~+I5vo(3|2mb&mbC}F?WZ9RJPVvMu65=Z| z*us>&y9B22>8L1JD6*wAJ(8N%f?(Y-EoE+%xmx18^=Gy29+NuH-=V% zM!ry<`O|1-yMG8>B?{|Ty*gK?!~PZT`FZeGnteU9B`z-jpFeV`kThYXw8V~6^B5Z5 zU!)Md(@Xkr{<~8bXgYqWT6?SJx~l&GD5ID&DK4SY%%%exm%Ds>>T>rnCd>5{{8X(L zXmv-^&#LTSUcW!B*Mn7_$NOaBvHkp!`8U&b)_j<)2El8ooh<|fA3y2-paTm zi1-RZ>Q@m`>C~kPqxgbIDTQH%C{K2mnmppwkvWMg296k5SPkC$Cl%sq#=A>LN|A9$?*a1V6%#rv0b~Sl2U}?8knp6 zzMt`q=}O`9^6OrdxbLGU3FUK{l=fHI9HMDiMcY=)we5%ghPn5N`t5w_+t>NmZ?by(wu6h&BMg(>e)WtJ9iFWPy%rEW}^172z3!yjY6B~0SS(j zrVXSEnbBXP?CrhWc@kYNC@Bp#TN1zU@?7~fKfShWf>OpB+d65FE7d zNClW@AvcGaoEKxTuq}^hLY%|8IW@winRaf=oEv3=2qee>`qih$OVK@zuQerpOZ%sn z;T^V|6R!m##R`e98Y_SKxif;TE4g*))&o9;OilEW{{R&3CY_)#MmuulyQg>BTlCvj zD_E&VY^^gBTg0SBP3x1#09o+_v{SW&Zh`3#`rO8ne{&79ucHIWU&!}z+H)bXi#ROY zJj;$G7Owk4(E9@y)%3&CwiCr$hu@3%gB{IR+$sH)#HbNPK5uiA^Cq4N0aByPGl?|L zB)hpDSdeb#{mv>>l1zZ7nV5zqUtrfBQAN+2xN~sBOY4CyZ7G@D1{sd<3^9jqHK65L zUh!K%P7kBt%%e{bx|~TUXf@J*NBm8?^y#yyR^#4v4Lr;?7Eg0W7+2eo$I89!6BMi( z=-+%&J*}KF(Rg$b4BCFo#rIlk+xJTJ-4@KoVRUffM2t$mZ*wtX*2`!CLY+&)>a=Bx zwRquW0ts+5+x$Vc_2?np*;iiHX+~GEVS4~)hi3I(C-y<7Xeq}AM*JR-U0;g3&@4dn zZMaEmwO2v#zdf$HWb=Z_$)H4X(8UQpVA$oM8W43m9Zj3Lc9m?Y#Uz%DF$5My4a>fk zHg_W4^WOy7$P%KYuW>Cx;~qQZF0<_u_?_9zhz$yA6{~AZ#icY${I_Z_WYUd0eKwYy zKoBI%EJjE%V+F(Om6ncG3`Y)>Dmcv?Vm2LLP_U;EmEi)o;R|2k{m;6!4TouI<;KEx zNYrxP<&tY;0q!mu&hpJ!#98WvKSgSaOzn~iRgRFlRf6_ZRHnNAzI+MR)qTdZJY=Ve zStkU>!n?bpftspY)*Bi#!u9I%ZM`I8>ey@QvYlF(50bu{vpZEeQi|E3LM>M-W>Qg$ zg*F_i3*Y%Q`|Jrqo_Iu`kw6|s&#O590GkDv>Q27B$iqZ3$sJ)PCLs+9KC==jw2^tB zAe(l+qXVduHqD0I#2PRL~KdYi4+1*fC=fz}9X}^8BqFfm`KPH0DgB zVV3)Lb(qph1x7S5MbwY(YU-+*4ysmeRj&lKwifsk0Gcu^-@7LOYeBC%G0-vT;Qd;z zyXO92TIE7|_0`(zqpt5ojqt2%Kt5oXj5HzR4`Ud?<*@O0MEYCz?2sIxKSe@EwaaU< zt_N1b#2>Xo{Qeg=5K<+{O$_jmm~t=y5Dpw%4ro#82I@dMvC|PzlgtYu?$i&SyY(=_ zcT{!gZ+9+SmJ;HL_tYT6EW5n6-Lc6k<+LR#Rd|0#Q1*>%t8fVA$9e7>V!su9BX(&@ zaWTwLWaPUi0_fA5w}@7}Yj>1*oYt(bhSo}MmZgE3cxVn4zL5G>l1f*hdqsNJYgVup zw1KVOy`#XK3)))Ux;nGPIjDY@psfXL6VF>lKM!pm@i%K}Q=Dx|{w-PlXkD{$!z)W&Q4>wHjn+wC(?q+H175M#QkC15G}={}?xT&%>WI$^J482)lP9ZD8s^f(2tM?^;as%R=5%#$t@d;35p|^O0B;(yEJC%H> zCPaOk(iUASn9EoMdmSNN7p_{kxlb z-z1vQSkwOixu1n={{Ygw8x)2Igc^s9ZNLnyjC(?kj`AG>-%A_ag%4VC*#^g%oKWFUeR0RYMc+M3_{8fxjf;P$`bE>-p6bF_MdkI zvm^8Cz@B~}91;NuznizV6=FD8)f7DXOvWAv-V7UAH%r*h6{}mr z>3;SjZjw&1>wUD7eN(8JW#TDsS2;6Y^`VOWwrz)hA8ERh_Cfm?esKw93>w3r#;eb_9ok?>O5W%{EWT0&?xSZqYw5BVwC7$9g#r!KaC3`BtuOf}MSCv82Pg2q)T2YsNm4#eh;XUe)JC zKQ(1*62yftbE5^ozbG$gUim}xv+Zxb#cD!%p&XD@hjPx(sM|DjyII23@ou5I-D}ud^`wc^zDlGRYo4)X=%YZI3o=bl400w*}v>Zptj=v z7uu|orI>o5H=vfD5KKU9U-Wfaw!X7yaHXPp)mH%A>IVgw9%bObwm*Q%p>gbtwotYX zT0x(57)@$5yUEOd>1z$nQA#z?cWQO+m8w+eB*2+;DGBjF8W=P_X2+ExVC>%i0Qm3s z&utuuu_;k6GQ&Q1V0@xW0#z3D7wR#x$+6sD$oQ(T^%w-X2#1wMf!%3f6Ett5W(id_ z*!K+&tK2sAv7eX}Px*1K&F^E0JcVsj+tJ6xlsdFTf$>izOJoKL8I;m^of{?LJg-kS z3%5_cAG|5q_eQ*HGB#BeGbrIEL(d~Hwm9nXO7?eJM?E-YM#GSlCiPvt)mWUQwd#C3 zx+-hDeiz33I2|&>2bB^|8-QHcTsakiir-)M)#w;y>dSSuo@hM;{h7M`{{Xc2E}T47 zCC!;km?gn19|!=$3+W56WA(+kY30l&WXQS?sQ&;#uG)0KLSYY7tv)%^FVe;5WD33W zOA)x>uMUm+zS1jp#+&xZJ7=fiTt~U5RH(#xR!x>hK78VD2)Y383Kqe} z5n0-E8;aOEZISSfU8^yBW-FPiYv}q{%WG>>VHjm`m(68C%0@`IfmfAj7l$PcV~n(K7zFUvS*|dd2-)ek!e0=0Z&^F=rZm-wB? z7AN%ezw*})ow#0Q+q`>*x8#Naa_alHNZEx2Q-S&j7=nqdl`>!zW4?P&?O)o>E84i- z<^q|U23RcEj4-{dR=5o~U=_NuBUL1Er6{noQIhbz2T27xpY;V5{{ZGwfr@oDMj)Hk zVv#hM2h-gu+@-|w+J=u8o(lh4@&8FDzK=RxScJ9Odkqhqchgq(}_f;YIR&T6E%g=WE zGuo@K>qUPR;eo=Y$T2W6n1zLcd`JAyY3(8K;B?Z!^?ONXqgxv z?aKDP(y79H6UTNH7Yqy+a*h_T0`Fo&ZrBu{a!Qaj^Va_W@qe2z!l})yGckWdvs`uY zB6Wmp<=s~CF-oJ3JMdxe!N^W{%Vn)8r0v~SeEO;GTpCuub319k?;Z(*g|^c#wP}UK z!tGaw()vYyPZ?{0=w9HaLHMq)^&7XJP8ObP6tP>Bl00CbiH2bJQ;BJSV$>F?>A(Hb zJST-=HFOWnw1S=~?!Sw5?OYin$bPE)82l?54(8YDt;g+qd-sRh^m?Hicp;SnmD5+< zfbq?HR^Qqw_@Ky9tLB9_a9l>s-K`{E264+^_65bk2MY5c0;Z(7Z(Dwwo`CiIjoG}O zL~~0t4LOv?z)|fBY;|Q=YU5h^NMMS~={S;l<{;@9HetD{{6n;>+_s(-)$n}I9$_yf zlUYQB0|1ACcH0GFs=oMyu-i1j#l&SEnlUno3?PC7`4E!iF`%138t%`afCSuuhC4vZ7q&k~f@2-OS`r&q| zE>y^q%dYR@T~JrJQwNZ(GXQ28aq#zUhtXZ|Sqy3)#k5m}yD8qNMeVlb zZ8u#P@M}cFnkby}7EETbHg8H3EHW^|+Xqy>#y2XUb@M8%O?h3LZqjy|f7ky2??$;g z++gL@ga)Yx0`1a8nYyjp3{k5ifMGt)I5@X`D71KH@w3oHda$KT zy$c;D#5-G6T0exV;aAG|xi@1mynY3R;Kz0vp6%Oc?R#^KA4{w)rCWZES!i<`r*PZ+ zOs} zp6)GEQJK``^I}O5B%>kWAjHHwIzZ(6{{WsA=1a1DJznRpue&}L@!;8!hIs74Wl}@a z+=MSfc^iRHss`}^zA(=V(Xq0nwF)a81hF=m2Vcej^QYl$q+C{NVR?!HhmWslg*~7L zw{>0n4m~WB(#UjAKI7D}7t`XDYO8+p_i&AP7D7H{GQE#4a>!x42OqArda|#|zC7dA zDO2EfUv7OT+Qt3`{Y?JT!?_m$)4A_EqJ( zjmk)PY4Z7fX>$My&jkqKiWr5VQYT3x13_a^HvPkEr*#Y6UNpSQ$4|4C*``SG?7zWF zk(oI{+;9i5Yh-P(!vtv)Z&*BUdX;JAUv(8 z0?&7Q(*|K}C58tTWl*O6uW(YnvSoGkj6Ny0@f2v(%Y-DFjwkOw2X_}fkoe1nVQ>zv z`r#dHBjW5~+U^5>&duxmJssW6CFk6R<+#`}u(Nr7S`MuL0B8Wd+$IJToG}%t_1}p4 zwf_Kx?Ouc7duzx+%cfA5@>xwh$<*Eot4Pzlla#HQiI6+FEq& zX$g>-4a~~3>|oh%dk5(HLFx!XR{8Nr*`BRWf!64=AKz6yBP#o;p9$;3B}oB+Zy-xz zfe0i*{{Xq8cPxF)wSDyfx=XUe15xD3li6t#0eC?L5X^-oA@IOd7(s}Xx{*st{t)561> zk+UtuWcRGcpms*N2yt{uK@HrBl@e zWb&1K%?T~%Aud`To3dsa8RGyIB@*PXnn2KPW+on+bZ_I0KPIENE0RDJExq-_VH}&? zazJe#*dq7a&q%Ln(QW?#eiXX)--_s~^Wf#3!Lm;qNgl?uF_w>NU@M!CDJVKerws~y zAxd|kcKr=>o^k&G!nJ^G>Uu5hN=GKysRm!m+JWx%XhL=X=vmtRo2GnbJW)Z+Wg@#(nh2id^ z8MgF0TH9~y@l{$ddU^4bs`z+Bo&+i3%)1cU+&Z!a*lq**UtIp7DJpc|bOGyYod;IG zujh*kg5|u<++=3B&$#aexI*=Ij3Vq^tt{&W{)=rPZcHeT)zyNQ9k05Wf8h1*jOKqO zCG(`166>0LKG+Kg~X_W|5l8A_mBy(L&;B;h=OI$vn{muy|line` zEu#Vt_+d7%)%EJwR+r^$^Tg8wFG{tEEuoLAy1qdBEn4iub}`EQ)cjA}bJvIH=Fn`=D@%9#&Fn#$I1vi9(S(EcFD;>v^JArCBO zc4tqF$Ct5jgYc9>)zcBgnqPT%aN0>LQDee*9hQnzyV7pmv-LmiD(;S~P!kd54t=U> zGPEWhpD)F_uGqfAe%4IC=KUJCn*|mAoPF(rp6B}Kzu#UL zR>+^;q(zfoXqLoj;#v5BR??Wo;SDU`l$721@c_c)e7R7;SpcJn!wEq6L<@;_WGWPi+3b+IUc~<(%6L*po0o72q1&41H4zaVD4A>GfL8 zD4lZW(M}fwPl$g10GAThWX|}Am+;zyG7xRPQ6OSS7uV|kxGb?Wvotzqas!xMkNO?8 z7;&=YJ?QL1I0hxC?5{t{Rp24H7d>0s7l;k{o|akRfM~yB>L%Z~G3{GWXYi-z&RWV! z%dE=0BZ$}*%!fY$*=gV9&4p~Q?PhgASd;~84UKo56j!=6r|gw~Cburby&Qt)@NNbT zA&oMXcp7$=g$BfvStt)ktw@G~wt*d@Y$okb+NN~ccuRBsHtxg@d3C?22Fy1;pTCNWkWZCPrz(|As6+%nlgRL({`XaN)*ubo)+QK913&>`XBuDh#@m;?sgu~tY_&e?==&?mApm<&%#pyz*lD%> z(M)?n%0Or=be-GbZFf+>^7&E4%*199mpLG`Y+-<8e=QgQ`*b}8jTsy8LFr?qN&9|- z)tCL3>pwmb&Rt_Nc92ZF=(TZ#_)H7OU|f~0=XbS(2dk{Dut4>rwm*b0-29pte_otA zIf;tPs1Gl|E!*9&SC)+=9tcP#!Qmj0Vha{`{teRV()_8DT$g)m zQ;`<)fG@W3m38socu;K#J^p%Iny@@9$58U~*jW5MMD-C)8b()(RGg(ov> zZC?uX@y3RorGm>9oY^&xMXC**)Vx@V0Vv7pGv5)9o20&%?W+k zhvL42wDC%Yj%;-lV<}Jsg5#BokQh4~pJeQA+R4WW(@TzH6vs`6w%4(<{{RdvS(%pd zLn5+5Lwy%f?IElH)+3SS$V2K38_fY?c`?}iU+q2Db@wTz+tQ=HR`Rw%T%XGFuF0e1 zT~La*ZZ0NU4X{EAbuiG$Ql!v)LEL>^8*Wus=b%yeZ=U}EH4(M94{%kG(b)}zA%=q6 z#s1&hdS1F!Ewn$ z#+4Ik{?z=pE(Xs^x=a&MOr=x{)KEqcW(lYmd1f?Y$&=k&yC?75!sf#QCQCmVPb8y? zz>C6c9vA&i@B9WVA2C#tMoQ$GO-=5&^<3@1#e?qc9Xbm zpRROq`eV~dn>F{${=dAWEwA|SEM(%Xg?5bPtVJSAD6I6iOCwC z_u0p=T*_R@sI4Rxg$LUXVjoB;VjH&l??_*8>)n4o6{%|5*kd+K4;*Y|L`N76Yk0M; zRrg<3F0ae0&YubQ{{S8$Uq?|D2ArZzGNl+56;Ti%B%lvT@kAQP^|^2TM}KjM=g5~K z4|y^ITHl4+VeRQ*?T%)d!a%b1qSlfzEZ?@#fP~-^{zB0KlhVGgLtjJJ=T9pBU1{fs ziYAuv{>L1qfaAAbnvY^vu)H{bFCcz?UVdC}+G>^lB9v% z!cQy^wdKM|X{{RlYkKN_-`FyzhxtHj!-Uk74s~9ZYwe45^#KQ!q1j4|dDasjz!6n<4;?=vfF8O%QnuFFIEvHd!2yT*@ zE?Y+mBryh+{Y)J_kfrKIy?Uq8pLWuGzdpY1zV9zCH5mvySeG)9#()-m*#bPj&UfOO za9=wlCx%IMrFqw>zPMU(CX!gRshyHBxIl8Y7b|Mf1M08n@BQ#ne&y)?T{=_zef&al zy6l=opWqBEhUyG-%e>#x$pFK;=*JE$;KJF6sM`A9I#;DUy8Ha8PMm2Sh-TFB*9j+8 zII2o&NS+wP0LDtDFajV3Cj-SU9*zab7HNW4$2fDkur;({$6VWn&_AxA>RSt>!=6rT z-7vi2^#10&hJwDjWynNY$9N1~7{z=K&(MkG*1mt=z)nBRHh9NuOf5zwrr;84_QZ}+ zaeQ@M;n>J2(8?EH-{}pnzP&!JX-{{{t%zn;Z7noBc*Xif43md$MxyS=`W9#j%!k+m z)xIzKk;}Z7?f(Ggb>U0N{Lt{sZ!=Wm=9Wp7Lpz>sm5Z;+qNPC0N8Ky-r&q39K)R&DbqtiTBR3dsT?hb$pmYB_~jlfprsXLZb)>;T{Z5l4CJxHE;_2S%@l4k zh@xkS*m6 z*0$&%vg*?YF26f;uhp+g)8|V5d{}=ZFHcRKWfHwj*UYSCR&-HPf#PT|osmNC=S>0-ZLf zJy}{hJesgI-c9Bxunm{VMYzo(3yy3>r zs}x4SoVWh~4_wWqd&l}!s=R8W3@SbzqI$}8RY}gW)ChtwPP*;9AXkU0-M1EdwQKx*$FtXR>2Z9y;1=}K7^Kc;@}UvW)uaMbzEwSXv#lAEr7-Dab15>$dxtc+j*vK(TIA79LrD*OqQ zdUGPl{4?TPDKX;u25gTGvm6E z>lh~aLzWGm!4L5^TNxgUiz*K;82FSa79z!brE?16Qz~gkilz#um0z?eFG^uKm5VEK zqG=+`T+@=JkQvC@uhCs{!!G{-M`mu*T$611s9`07tnkUXeSxiU=qp~(tHo`hw1YQ} zZxL(Kk2y1bIV;V?i889+EfPMNuZGERQLnRszZ2D6IETY8M$u+xhDt~5q z*Fj3DSMa_+Cy?i5iNd9}+L?MVLRR#;LUxa&Ra)RO%?&`J2x-2HrA1X%tQhxN*I(1~ zKE1rWBZ8t#8xH7gnB-ot?{kS$I=-DG#kKUk}O+qI&yqlQUsEZ z2T1I%ah;Zn4`eTN7nc1Ay zY!ttkhL0iZEJn+TNaCW$le(33rXG!h`jP#$U1HU8k-CKx+bP7yJrm=%mS{;-l0XB1 z^DiaUipDljvO5S@{+=Uxxk+k%(l5}*b!D(@!H;!Sv-WvpUBcbfP}`U^GmN;HWVo!Q znaP_%NHcdcoRX$z6M@L>Wxy%Ri1>by`L#0R#0H{}Q$z&-@kS=KsIfHeT1nH=iklUe zDhMc3)5BGQ864qvz@kD4T3!NHg{3KR4U=U8turL2o(J5n%`)PtQ{_q|NY5X_2)84# zAX*SWJ|ZD;2>XKF_Pwk|P$wuc9O=cG9K|r18_U*6UBaB6XkXrhGjA`F!~@LF6&7pG zhvHluhYWp8{eI_0tc(YEZCbIXR}U1fNrA&4(f~dA3~XEWtw=68*z9Tg{G;I%_T;%E#n8r=>tlwqJ)5!#B$Gr!Z5e$X3o2^8 zG_x-&RXA(*YYbO&QWnpb>f9{)t6X_9q)Mh5ahWSjgm)xeF5#M+^}Il8qQ z)rZ6>(WP4YKZN`(UmujgEkyWZpHi1p8OVIpFobLm;eoP=oFslw_RFWtW+#Jwi2Jzb zs}l@LM|fBlU`j+zGy&YXV-j*natMeGaZanY>i{YtLxb{hbvm;YD`g<=rIfU?in%Hl}#IVnf^&fIYiZ_6tZcrjWICQtNVFZ7K+YFm2VHJ5>+;q|&@- z`IU{6XP3;!x~d@Di3)I6ikkdU$gNIY{{RTF&08@P?2<+1*VXmzF^0QUDOz+_@1!Wx zMG~&|IH5+@=Y$2h5C|eM7Gdgo%<_#Nl3!DC%&wft#%qCM`1m0BoYIti)~9 zDeD`fMS|jE5>q)eX`ROAhcH!}h0E4_G)@}MXx~vCWx>gFQ8!ry44l<@sTQT6OTS0} zGG^8&&AKMkYOig>RfH~Sqcgm{wv4YE=T>Q|mS@zu(NOtVF^MEu1Y|s$&K)e8Js|L& z83;f~4pm7074?&D)$0`NKfs-i)hU5AjOIJePTXcGldSqriDxhQ?@M`5tsD;gLRR$0 znXI0W>0C%Gwp-j73aCT1wT;n58dfH$#8y#>l`XZJ3Gu|GboqQjrB-GXP=$d6Ki^<1 zR;!g+_+um>I)TZRcG$VV7kVToF&(OQAV=q1hX5EHKrE)>7k1Ui>k2mEM+~6!f|sIu>p{?#T|OAE?q~d0&94zw5-jGqCQM5AmfXh6lo3Xo z8AUa%5g>UQSwx@C0)p|eJ{i}(iNc??)JVk zT+7O)24tr(mjGLS?c|wjFfP-}k41|#vf?!jaO6V8oA|1%BQ#v|xK)Pb7;39oyQkn$ z%>G}SmayPuQ2G9MUXe^QCn}pEi*#uYjHD>-#Et}4WXK$L<*8X4Wk_(owqIg}GENOm@BXI^F6oMu*7p{ymzk$Dzf(F=$qh{m#L;XV^&{xgQA z>uZSxWel5PR@v)h(x}ZbR=8}_qm?F)-Abyr|>e|OA8rXsn~s3*;oq$3F((vYBY z63-I=1yp;t?&Uw@r@tsK_~CVDloH34qSOdqm;mPy-cax!E?vgVeyT0C8yAzSK3j4* zmF-?`20m~YVu;k#Yi0)Rx-&oNGfme<0*Z8T+Etxp5g!pjiHbLj&CeFZI+*k+xI2 zFxxhoDGzt}!q%K-)g+Njm*bLM*62weDjQ2{`JVl{;i(+CUCi!JMnC@mYwy3g(;tdP zHjS;5-G+pf_jb27$hxeK@v8KnatE^e#M)#1Rnb#nYw-!It!=Mwfj#Y%{Z-#$qv%EZ~4OZ85rcvrYc z#5oNRDUipRV%=z1G;u3wR+PlalaNfMxMT;17#cPMxVYEA-VBk7s=#Z^)&^gs2=80y zdxDSpm>m?f@ZU}sNe*3R9xhelnZV~ibN$;AayOUqfy%qBQ5%+58%ZSja2&A|f; z+cELnMh3fIRk&3(lqd$i6wXe@0`VPji?^7u?+bZ}8sAX1L@tPB=Oq|$3n z^k2Dt=eqWPKJT@vSEsD**G`5h^*Af40_B4`1Ss1>kw_G!O6gJQnIx03I*|!SnP2#W z6jv@n*F_7n*b9f{U?K(DCvl0bv#>d`OaM-8$YJg+I4G-;^U6BKl0Gu0Rwjn4!lt{o z?jGj4KYvaI+`>quQtY3fhDc^$PvaxdtFT+j2kdq&8Jmb4~l#E&(Em2 zHu4T~Wt8M8kf%N#g1bSyRmGJC`41|hW2X9v%l2xEAHVvcxN~ox?TX<5w9q6l4-zwwwc}XKa-sVny znVD@lbeu|K$^QUO(>lZJFAbc^G}xx1xqC(KAq!F#7!{DNXI6@uNWg94zN?wy!?Whw zEoIp=8C(TeKcXpsoBjf=3|(%Sls2(aOOLe1Iv(`4r3=VoWVP2YgHQ(>If3x)CR(@s^UCKrj3)8~I|6sihVBoM6#lq6kT8MSVST0obT8bJ#HR4`^Q-`V6NAHPRGov1(dgQwU^rGQ0#HaU9xAKp$JKg5grG+) zU~b$Gy?sBaZ5`8y8zvd;W^o=pJoS6%^NXYu)7dmC{re;7b%oTiKYy!XxGw&={5US= zG%hzEm-j{! zT+kC=Vd=1A?0?e|eEyY6on)?es=Z`009J*C-w+zpLUrZ|#r17OmV87lx!$pc-?^*% z?R?s9UDRXE-a_SeM8o7h1CnOOIb)3EUag?=jM{yD7F z*KKOHt$%2%g|wox9&pC=c@LYX zZu__9RRq+~BZVZo?7CD+O28;lAq5?8$^+*XWmTt05}SZB#Fx2=@S9)nd$H~rn@1n7 zUB66tp~>96BbQ7W=gBlPiR z-MY0`ydAT)S++E)vls|uKWc?fa4ELX#0=ca1GptdYoU}CW7Ayh0Aw*z`=%lx}n z<+*S%TbA#o+_+=TnO88J)Br+ErRHIx47ZKV#lHu$I8QRqgz@NPg-(W@jf_@3xHgb3 zXWDmgJ5x@S;N;>Wok%%o*7G3a3YsR%_L7GeEmPax_%^T6nhxF()jL+ZaQs)-x7vRS z;^c^vC`_ChtTkl`SFE%sp+e7Ibfz9xcmi z#n6UElszFr7H;Ic)0pnxwAJ>Y{{Rc%t2~O5K2PTb<6~;vGKuA;U>=r8pHvIWt~>@| zo+#ads@36r%}WI=IyA28V-C|=@pe*q1!8z6m{9<^%wR%HA%}=FxB}n{S+FqolIC}| z(DWc3kE09OwDhw1%!WYa7Et9}l1&w}JhPZj*kpdzV@%qVcyK5*k)nSP?$I}IHuR@R zrAiC%n+WQ~YQD{$qqeOqlTN-e-_vEXq3#go0ylRIXuS-M-OIY` z`hfizV)^x6Xg-in?Ovh&d`f|bt+kbTCom-YalC9YyDQpC9xy9hcAdmtAG>bF=yvl? z*J(b`ZI#`1pW;1`W&Bq3z{g-_Q5pf|1hfE~0*hkCoX=PpTC;xoa}&FN;d@v1Ufadf zDp`SfOq@o`^@t8)JUWd*EaV1eY;|2Lyb$i-ZSC!^`C!J{RV`q)ZyP5XcMEPqSZ^*2 zyG!@XVN@mz zKN1y^f21ajp$5w8ze2?632WkP7c5s^&Ia(=rsdsPYcP;6LuO&SPMTYRBsM_!2`&p> z!QrkvE@qMT?b}y`ccc@zbnQ)j+%MUMlHtVpZznRw%#LXsN~9S<%X>(?J;rTovaG}A z4Kh#kg{o3$D_AAlsUh3qj2ALzy0r}TABl0yg=u6Xid^ctx>jXuUO^HlR+Wb)JfhN4 zsmY|~xi;U-0&ohfBlvuoQs?Bxbr~e;x6Qdm$1-dz_BxMYMlpx<@#zQFT_cIOo zfcIj}dwGQfA8GM8JAz*_#ACQ_estVBPwiKd^j`A_WZ_U`nP%TxuBiTwVg$?LB}ye(C8Isji1#+mVJ^{;XO44#Rl! zW!*g6#Qf7FL;xgnE`&loN=8{@xhw$bjO7f7JC!4>M6o-&0k>VcX^9G`n&qqRBfR;* zds^|p_JO%5Q$wU-x9y*^{ujVcJtMBv4{8y+PGcs$|Vy16*kB>Ens{oH=81I$)b2Wm5VQ;l{uHXt(IUsd)~4{f5im&_f*O<`z65X66eW3-mTa9YpdS`UTp zT^b@8a^y{dT+&jh=7#!)Jfn96UrYK6j72-T5W?VoC~R4^4)6M~{#YobSX9>#8gyJh~q|=tK@T%l$MBStdnf9ipA#d9D+Vow!fBJ3L;ja zg%Tug68S`BN<_TL5?{pR68ATEl@lV4ddWg~Rx_~b10oqTeoYf3OdEZFTi{&N7IER8 zWut_-iyv_qVCPFHw{F+BI`^1+wz9hKTlwxC8MRfc`Ss)WZ%8Fl46n|_KE@u(Jiad= z{&B%X{iJZ64?^{AwaZw1cAJLYyYR2!#*losh6f_IA_F#>0gl=3EdbCxuD~IXXWa@A zy?3qLL2bBh8=Akl`FZ=znV%30Jb}&zSCU2C6A#PjMdU97U@URvmIkT}&C|u7X242w z8i*&_1>fiX?&-qBr-HE~FkyfPVgR!kZUi?ZKG$tE#I%I-CDc>wGs5ICZwvlRU)S3L zE_bWrV;gmVG2NEPO;V?}+8fjjKTGA7VS^(Py9pkt`imcg>^ zv!h*M`#0{7bEV6iV<+-fVA>xf<^okDkV|s>1#$W2d=&BzdMzZ@m|1=jbaK`KJYw)t z_L%zRmEBba!A8^h%CeUv(95}HjAyKpUCct)W5BcEt4QMf!;}mhIYd47WOz(g%6HEX zx<{c9wi3?f)55<9?UY;E>?mB4I?{R3@qJPP`#p{e-d*o|A{SR@DGHXy50nDXBE zC(SZBtK#^ox6h+xysC4f&4H3&kc^vZrq=!8pBXuOEOt6Py@##A3$uVcxr?3yf-d`X zi&z+hJs`?U(C!BM@9jT@d%qOp8caTOUUil&Q09s@qY)!cu4Fj^i+tup2cr$JwAQ@p za5eRxiSEk0_#_yW3b;N^%-J3sU^|e^uW2%2s@+J_xU4_#ZM&AYa(UbQLESf9XUpHf zv5X%r{7g)>R%MtSk>4;VRu=B71Q7R+gq5uK)~rr#xBeHkdjA05!lK!b#|1$=r2OCB z1&IO34bTprjp?;j5~fUoP79M1TqT{ZmUW;*iQtK1jzALk^QQbE^tBW+{Qj^jH)z&15O7*OP7b4Vaj!j7j z>m=r~X%cEJ^EVyL@4msfB900_cMRwfW>=#j+s?B-al?Rmk8RE*{H=21ky31ljAp#U zDig?Lfy;AX1kVGROrouC5S&otnR?Yvd|RzLJEUzOZMdxH)u?+%zo#0EryT=nHdWh&3WT2+)(X1 z?9f+fd@nv9Dn=U!c%it23S4`|TLZ1Q>b7AlkNy;>MhZ5SbX&D5lZ2K%haz%XUe%KL z_A2Fk9n8svww@!ux0oz%cKbuFl50WV3sLrix>c^X{6@sG14)q_nxfjOl+`PRkiv-) zA1sr}B37sz;!r`&ZtlUxI!}%`rKshf3ag?P00drCK2OSl@3roC5INBK$W54ek?h(= z)bQmCz?2S0{JsAGRrgO?^QnOPLc4$AT0YIe3SA?Zvb{Ns49X{sCCK9eS{T5+b%snd zt{fJuzv^Jk{3kg9Ts6btTs+$Eoq30a+;>9T8@8_p<@ld!)$aSZ!uS&p zG^)HXP343tUk%}6Aq)v(HVj*9J}9P7Fe`-FoH1tKTMa>H-N^L9;hUVV9n?kYSNLbN=)iBZtK%b*-dQppb(1MG zBQi2>FElYeZAbuC(&OpmIOb9B3&8v)Dw6ffb*ENTVR8+}YiO&{*SmT4y(Vt*@0YO7 zOj>5R7xO@woTDM~o=BNUf!5Hz!%tF-(g-1Lj{Ar9e*`2b)1AwnT1#&jy$SZ>@&<31 z2GX)S_EQGYz-@{WL#~ok&~!ByxNdDItB4%RBa`weag$Y3^9BGT*S_|Hlr4)ENA!EK zMi<*yYnL1#p7oXT`Ef>MaVUzR0(OarV-Nx^P({dV6QeKzv=$f?zC_8378idysOTR^ zSe63kUXJ)DI(;x9(G#gNPZ}GXvgA_! zPweJi43>ivnvXeY*NY&wRHs}V;4+L1x85ELa@M2JmLmNJhId`0&xG(}%lIm+Ad`Um z(fNX+6K@-X%_~->5$g;PqT3nKctEYyl~3WI{_r^*xaC@&PqF76;3pSmZ#i=!Myz^g z?4!UQFbJm!%hkt?%x%BIx)Q`+Mhm~Ld|ThaIy&T%6R3tdwPKW^NM=TfLdaH@10=I8 zV2y#fOf9aR_AGM61tm~3f=*SmYgp%e(0xUcGv=5F1Kqjnv>+F*eM&C5j+V}?tEG=t ze!}&9>*Q98`?~)C=kLk5Jbt#vwjzpaF_o#i?Jl#we$6RgAt_Js_jT#={n|^na12%v znOU$IW0TOV1B@;E9{POfb#=b#{{XLyySEfv9?z}8g7va}t-E&73+?{(`RlrS{Q6g~ zyQO;YpBxi8zZ}pGyrv@hhYfNGyL84AJv_OSMeA)MwV-+uV3F^Ki%bCH3SBV)yh{I++z`r*R{Gu&CZ^m=jHiy`PP;9eq3$MI1w({ zy-#6|^$PpF)I#5}_pY9kp|#fj@0VVbr^}5COlvKXgB{z}FJYyt9WCj)SiAoKzSFNy z<4@10yP-7VV?qpTgTi64j5rKPZdTkjfR}T=D9leO_vi(*>*@S;=rJ%Pn8Asx?Dlnd zy_S@%MY3#I+ynKBiqg~gSM%%h>+{ia_iD>7Xdvs~5@KW|L33PUjaO=y&RV?4T$fhS zNS%5bYT$aYqW=K%I`#K)fSs6kO~eK9mRT^deX7fYf-Q?a+)Dad6v-km>M!w04logJ{EPf=|2yzuF}`?r@QCIo7oZgUmj3q#;hVt znR-R0qP<{*Acr$`rXmCo!2t~sXn7!o*uwaY8i^?CbVW+Q2~pOOlI4LJpzd5VgRAZV zBLZpeQ}TGR?lr2pz0Y=FTRd@XFk_I-EML68NEw@^l8-6twbe0x-|q7BZPSHa1b-vj zV4356o>`&=$|a+j1kT@kJyfHT15bX@DA2GVS|BNo7&wS|meKG! zXAy8RiSS1*8ggG8e8MQbm;^0r4=i3$t1kk%}_7mk})A%xO%%>sk$I9D^+j zjw3C8r_8E0#KO8GX->7O{7ZfR06Kf=T+eArGb;@%TGOqcFFI5HLkC~)=}LZozP@}} z=5oyW#(9;k5>i+;5!+GY=uAb^* zv)AYE9^E{@eR_YrIP(u`wKG!VlR7RartxVMG%)-^hgnHmLkT>mDV<1>EF{8h5HQ48 zzJ|v5K5``r7tBJYT*U53GUI|cL*)y22^tsIOAHgt!%P?cbO8Zu5F5}0KA5T0Z zKf_w}ufDad{8g=g)#t^s{TPYW$a%=i_}j%|KT#x$=86V!#v(Jm43T@Bxsrxr5~`Th ztO5yuC6(*IWV*ES>snLFwM&x2-Ljrdg6O|j2?j?Bv_;Ex_LQ+fq!gua*0itI7U!Nk zb*GhdwDa=m#fEZPgoz(9a78QdJGgN+q#6rR`{md=@iatjL?00$0LHWn5w*icb*&ZC z>e9X0Woy=+Yvbgd{W_{;&j6H0#8?q;e^TG&kE|VpCz&_1jv19Sej>bTK|kLL+}`HH zTk7H89nj_mFk9GFc-Ul4cYY}PKRs1qD@k_ijr?zS4Fk0`E^AtxY<8_=3{^xKFT|?2 zjO#^vzX3T~t1RN{nLY*TsSR&8v?aT-#%S8yTw~J0Y$lM`j97GItB+#)J+^dKAPxGf z!@1Llw6iSJx`fGMc2mplF~JjuT2*5kq*i4jHxEDaPDUcd6m_=K45@aiyQ$~Zts5#Z z1xeL)#a4{SDpJRB&*h*tkTi@taTtDtsUY*Z(!+tvi{vLesY47H7;K+NpQpd3D&cQ33c+N%el>J_|jp9O)Txp?|heZ;J7P^9hIVAMdfk`Q~icM9>Oz%I@HoFpWJ0*_l>>p)Y}^d@cdP z{Iq9!KLlh!4hcbQu+_7?(((!HqBLZJFj$q9Xf{mKcp8<>SM}XHMRs~ty%jPrm?9!# z=pz^)S!**@9Q_y`t~DPPOaB1ye6n4xg-E%mfF5LRiG|s4{#+FdC33?8t`)XwmX96b)_|6QmyG-&#MGR zU7|J+WH`mM6A!LiOaQhUi5jp@4Y_%-mo7x8rW-};x6OST$TteJW7>l~KGxQ&Xv-4y zCW@@iRXoakvJ`m~5k%z*;9Qi1l|+{$+`In(;A|{c6v(@fbo1 z8!P}AWb6q7-ONcu1W@?_qibT>h z;@Tll-ILsy(*FRksaZQnL+vsKD;c%ggMGYyb#|pAoid-%tb~-XeU*%Z7YnN$dww28zgF6?CatX{7)$ znkFe6SrY`$f|y5|X#(-rVgPqpKIxho}5*%HVH50MV z0#j}-_~{yU4cbHFk`jd0%IdnlGXzyp2HT52g&VYW?pzQ}w;lGa)`etGsA?XktGIb; zns{A2oI?bCA1<474G)eRS9bc$`fYs_QBPJ(+VG#|#2h%DP0yopqTZ;IHFUu65?x^@ zIpxu$l7Q-1u}u|b%k&!X+aI_v-CK1xXx(>uR92UXW zNTRUJ5TP}vQ(M^gW&OEk?9)Vlm*G4KqPc#j3{$X-{zu9*I(CunRIqj8YzoF&ADmu$f@ZDI2eYbKo&6 zD-sz+on5Zoi;w+fl4X=^)xbSAzLZkX(t1?n$`hG#1X;LIB4T-=@c?&9U0Jv!sd7mN zxWy>b$)`f5WU=48Q7&R!j#!%4xByv`0Ab}1JOPNZ^(nz1WvZiOV;fWj?PQRmfmOSw zX|tEK>t#%s1x4Pk@Wz#D)yHRT)o+x(YPC_q;_SX8zzun8<^oY196^j~S)vly zK%K_`?fn%W+*UMd(V?h%HdkJX_}StVIL^oh3oj22E_nRq%V*aK$b8MZ}lMVQi`a;suZ-XDZv`0GFU=XT{41E1_vf$AP*1A5fWIHTYD$o&m`s9nA1lvW?we! z;h`iC*;4jON&Fx_tS$$6_&{bqFV zg{oe!ab&KlnpUmbR+Ze{N`S8a0B{djWP52Uj~Q!0 zT=RC?e7|7)FKzM(jTcS{7y-cvX@1EUNV?Iavvu(1;Gm%OV(QI!%SGrrhr=3oP|r}E zO237xoW*0QqDEyfa%0#5axT6hWEQuk+tIP>0nVh3I!JLwK-*3O5FHLxi*s1bqN72> zU9PxmMw=%Bp@N{(UckZ9c)3yuMc0fa+Td9L9H7SB z9O(XKN0lXQi|2{*ZG5ZU)Uo-0E(7h0D3tdzN@+u9+_s>H%m7b>xCD`*05Lw3VHJ|U z95wD=c*->}1%+Ouk=hj;A7^kdakisKOryoC%t=6tErV7JRy1nWQH#`n2%dXbRV2u% z-TYxhw)x&5(W`Q8=}3hc-{M6+rdWov0N?J z;83w11LOj~7S+9ZTIqQ0;`H&pki81lJL2fFl?&>_wfn2H?vz@sQngBT3r`J-=S+rF zeYn^X#cUr$w@D#Kg5YrBrG_Vj{c|m8%yn_~?e`{aDd_s`J3iIIZC;lYYG=bHR7zn4 zn?y&$?Fn)ruqy*O01_J5kvyczJCdpqUAi#@t2?k7Cbt>K|S`r_6xGmv1bXoW-P&u0d#Bz`9obk^=dO z_8pg@Vsl|X6WvvOBX(E0aUP7Xc5+p-EMd@;=ZZYK?X`1qfjGwoEY=oLYF!@5dQ;as zEWV4^GupPZD4{!Mlw0DiGIKb^qr>KVJLThT@xleVpJo1(w(VI-MG#1W#A5`*FMOpt2NHHqOH z2ziZ{>h^aH8a%M!z;cM$o0y7bfX3tf!&F-K%hySjwWqJ`J38j7xN6!&)m3ei8M|P& z8-Zwq4dT$Z+Sy^MuTIn9Rg2C3zbs(Kbndzj`eL)Sp*+?G9Fr=v%}F;>ocQ`{p|6XU zj2%F26b4_U2o_Zd=DD$d5og_Lp!{KPoz*C%<{=;lRS3IWI2(he)+{zSqM<)LtKRxq zjsF0Jzta|4Z|L0Iw~j z)j%74Zx)eU{4uH4W`BB5{LEHsvFn-t0PDfF2gfrm!dh_F59?qE+TY7(z|uPpLcUM} zKr;2B(U-YjcI(N8=|Fdg*kSdNLBYxHjQ)MY$ZRVXFp>ge}wo$ERP7t?n*;|ga;ws@BVh?2stO49TR9@2a z#b`v|bq8;8C()_vt=zqIbQ1RUG72+j)m1}3yM7hHI^~#%7>G`|2>vwg;!_chS8_<# zT;edCNQ91B)K5aTfgHM1ACE{k22@u?N~(Q!ot>9z@5BhnN}WWvOrW@6N#<|>7CY%{ z`{D_ZJf7}j7wW@ScP;+_Q)@ZE2b#m9Z#jK&A+StBT+0NEhKI}yhKnPZsBjvy18mSq z39_xcCyQd#EhHvU;7kUxv3EzY=y1IZz>NY<7;qB)nL z*G=~Z-xTdZ{@CukL$WU`M!A)%VnoJ1p^Okt9F^h;n78AMzu-jA-M6K9#O)&WJ|g~# zwa_ z?)EzzJ8y@L%_DM)$H$0IA$aH7ppV;W7m=LdfO^8z6&^2K%0lQB#|a@{O}nSu{{Rc& zP6isObb}fk8Fb=3fOE&Zd&#AiyB^@3o{X_X^~|W3^88V*>#tGPoJ`>PawGy@lPTp| z#aP$J2hd6p&pcw*6Qg}R^sR)9B3ZpWU8~#_uiWYJfIR;IIs3?*VgkJ)&<0@Dd~a}k znWfnngjl?t#K+N`Wc zw+`a5qgJg<19;m0E5MJK_7L}+wdN~~Z=sVpA!T$vK;kZjRVrHGF=U2nglucZdn?H5 zHqsrZxvXlbQ3p^W7ljvrCR>D@Ti zlq@Dljz}|9>*ILbZ0Vxt)xL(w6*%=qCyxmTEi28z&?}x)N-18sV!ty0QM7j2ab0|{ zWp$h|1d7Q?Zso=rmX@~(IHxLPzrcCHO<8I}IhKg-x=8-s$H`Y+-N$G0;LQWc^_hBC zFUqB!$UQsq3IKrf1gTS4f7{4=k5(jM8rANB(Crckn*Qk5?jHXDgz)b|;W(wIlL|VC zOjDB)<|`f|NdfC%wLwuhnc zs?_1D3^Mm$#0^KG5wwA__A44SYN$P<;QL=kz+YhSV z3*D5PUq#U3_Xf+@v+Y~R4f-qK?wrWld@=2TQam0o?9{m-D5lrtL^zAMGFYfjL->?b zve(gu*sWJi??(0F?-Qg`@Xqk5%Bf4seq!+l0N*QbU|!<)BNY|>+Ed=#-_rWFyV;*_ z)H|N%K%MgKnmP##UP~mj0&puw5p{AlspuHG$nv2JH15iDcUD}2CcTc<)l*YIZl7!S zai5SgOt)>zY$iE+VV7jGw`)~(81X2*gO-rsStTjuuK47L65B9sw)a-FG4(s9$A>G(w$(BH0o(XAaluR@Y!j+w%>3ZuyNxM|Qcg%nJ+sHqhSt-)%8vHtuEXB`(G$FB6O>xS2#cBs^+I z1A82NygeFW6~y#MZW<-W7ZYJs>y|5Ot5^b!r>_ce&|Go%nObP>>07n-6^n*rZQ49&J9tMi zI8DQEW9HY;Z0c3{ai`Pi3+a-st2di)NhZy`(%Vwy^~Y&b6wLnsc-OoA2VHf&zdRc; zeNCo5N*FS{%l2RqX~_2vL$Rk`8l>U(ZFc1#2^$?5j2mt{t6ix+(49`twe-->m}R_+ zB=aC;P9W`H1ciEFBljXo&H+0A07e{52#S5_QTCNS6J54@<7jq$vCnnlRTXrRJ{Wsc zi&24kV0>OUD+xud)~}=zQjP6l`W9L(#wok6Qp4d@^6u2(aw0DShf1>}HRS=?j6tLj z*!`%z!QUYu7G4`^ya}WeT(@OA?3jzxu-x}f@%@{%agT8tMTyt0mnlR_ON|#0#F%=2 z{{TqqZi;n-Dl!vHvoQo}8Hhhah~7ux7#zER5~xd-Oiv7l+7{UNg$DiY;aFx-T?_gNGDE7AQIelCDjjpC|-~9cnU*)y_zfRY= zZA}#%k%c>TmT<{!;3H?MX$gxIeYN0@%yv(>0ruc>3&*ckh4WF&-VnGCOZVnW!u!~pPyI{{pReMIvgfFRQh_#jc4l{B zXAi4&KHk_|o*@b330jZD-5hJ^Z}h;pb1zkWma<6>FcYIHhpZyt0^d~pgCV8|rJ|nX z!|d;?Vf`6b_b@8sYwdj?9K)2UL_$b4iG+g8T0VBcaKY}h_7egFd>^VPvq4)Q2;Fdn zu=jcI2x_0K&_K*@u@!LG2yW z-M|N!c>V?%V=Wp%j&NoewdMc_(8!Rg(e3;AbneB30@dLIp)fw+#hn`b`&}!-mnCt5#9<;C45akp#m9@jhP~cC z_#Aksog*DsIt6pV8!uD0ZGU_I&8Jl7mTb9Hw=B@c!$TiD@?(;N$}q`3>I;F~WZaN3 zbz%j%XukHPdu_#KXsJ+pw_kS*=3HgmE(mr<#wAN_U?gxCiUq~;htj68vIBhJ!qthQ zM;l)2ucTn41}hqU^Sn`}+rtePhZK~^Wu>fC6G%!-e-A5F6j2kDAdsx8%90fTa-{Ur z1t^eBS1Lz#ZseCYBmfB`a>1XkM;H++gJX6>f_c&DxTGx($P(9SzsGV>ctUF z0j`R_dtcj`?z^{W-M=?gwijaP&s6}A%+hUSc(ufX!tyjoSNbsYvJo^an0W)MVOaYg z#Z341-n<57k$4;~^^s73oRpDrqz{u2P1cw1*&lxUsbU-3!Z~#td^_T*wVS_d_i(~1 zaFJMdlZKu?q&Y|gTDClZ4b`lXaB$NcO9j>UDh23&(SLL4`S2r*K$@U{%T;R8PHdGHWMuqKr*lYaW{{UPCIh&S&E#<2*@v3wjg`ne7)Q;6+ z=uf^S0~U@dElUV0Y=awvUF+vV+G~^^y@PP>BAoCqGAte}v zPDII(7FNz&vxZ}0-7ocQI9Qojkt=1tN1|(QNGzvK4Y>=E#m-eEU%D9^6Tt#THs%I` zx>VUq1uOb{+yVPHg|hr4n4FNz44?_n>MFwN@=0aQ*Sr`|W`9StHPL$F{{U&LYr5zZ zZrl|ha5!WgPDm$Z9#4#r+7KxWrs)X458<{TF-v)Qiy08A1NwKF6l(qhJ1t;sKo!z@=Qh=B5Ph)wPh@LO2Z* z+lHa&wSL#E5M8H2w`KGtmcdu-s^~g!QI4`sw-9%gA&;uZHD0|~1ULg+bDEedi6n(x z3+`JeEK!zP{lcFW(bM;Er#D9r%bR(}Jd^EUMzazR_H$=wFR;8un^_*AVgz#9rLAhD zMgD*OSmPqECtjI!^r>PhiOv=5xcMlF4q4J%rP)qolBK;srL(2SD5jX9?Cj&nuyA&3 zn{WDHx64*%Dl;Hr%2!X--E1|r3&l-sTsZ3i*lsg`qrw(Z$k{L77=om=`-OJB)u?Bv z{6@TIZ$ZcxvL;BkFYqd0taLFZkhjr&sz|&tgHBkg1WFF!__TS27yi{V-S6Q;x=4&mYUJEz>h{QIH)9-z#cf<{KKP)iDE zmk=UcuO*xjBW&tFHSi;0L9)Pl2xY?ii_)VZrMiFfzXF$Vp_ujhM9WG8zyCd z%)M5V2el&6^2td`&-N?~6f-?qkU?dl+m0+v*@tRtU0@yGhW6dLo+N25M50l-nd92- zmdGVtRVPjwzerJW<3eP?C@g(j4ZrqMa6G%05nR@fz!JK5W;V1fq=zge9qd=uUIydB z`@wp(KMx4zCkeQ1`)73deE1~6C~=9s>d`HI%RAa08zv^kT_^zno%fiSujcq zAVe*8pG65@0!p-7;rs2s{LE`e!=?Frp5FYLqy-$D}!PcQGw{OccGjlPZ1u?3t@ zusF&*)D0x59qBl6-(_h!xVjw*)#eN71uag6Z=v*s?H{tL7#}XY4>?24&@E&NgkWYC z3bhDu1Q|cELw>-6(6s5)?!}sq$n9}rFW3J7pns1VLKDOC{!uc`X&}nLiAo^^D;C-^ zsq8OlHI%5P1{T}0deu99f9st-b?UV8VHJw6Ot%<;N7)-ElrKD21GyCAgRkit2hmw- z13T9G;X6;oJE@=ARO2+FB37kTxsz1XQ%{08LI{LQGjIb8POPi>pB87z?cp|Kg-MZf z)RWDb5egeeEI}}f>~?p%>$V-MlB^DgXx2y`U6_W_W(Z@CAcN#_u(A0Q;!NK2UHLNN|O~Vl)$5w&;%g*bSrq0OTl%4=&{kRjG=})2&RO9DoJjc!7$&amGqyg$5Xf2q)@abnCcz?OM<8 z;75rpZWowsbBbUZupq+<)%Oqo05kd5DdH5B1hrY{ z(#IN{$<<=>l0d`~tX(0nQ~SxRRCjCk&2v+6F=<-20mx_>^D zr%=B!e?RqguM$}cPz;ku@qs1{Xa~ud6fL^i>Fh_NLo}5xnlH=$0AF=FU=xShTES}s zv3@?Kdrr44R-W3rpS^v@(Nm>8-d%owyG4@~MqH%O6-+r{2f-LWf)GoIZLow9VngU( z8PwTwT(IiIHjnCT_PM^B*hI>QD=f?xYF*31->3Be+HAsQ6>-+JR%!3 zxUAo@4V%FnR>06b|3N=m~4vT zspseA^6T>VbjZk~w?1pK!w}ZJjhhza-pkpGr>)`irdQ8J@A>)Dug<>iykSZT2FY5G zBnvRvF4c>pTprOt*t67M>YYAcaP#Ze=kM~G@~;+_$aCsBE=2*IO;kitpKYbc3@TqW z+i2dE3`T{E8cN4zrE5~_+-uXVI(gTFN}-x~bBJfgBaKvCHC96?K>-sZnKGQJ32?&< zAQ$MrgN{{Ra0 z>HEF@{{a0f=fGvqw*LT?bERpE{!8Cam21|$dVhDyl>Yudxx>sxTV*>tNV7J?&o0}X z1r7yl)&Vh#oLChr$dQF|m3ig`UX|#=o>i~Aub&GmK6H6^yY>1_arN{3DX-_(-A~K+ zboc&Td5?zpE3_HOqg=xA6^78Vpmz`_*@y%R=$`t&g9JRCneFS#E$vS8CzXwaq7IW>2`s$5YD}EQk3~twCmTeyZF%4tQEf4`~Oi3Ao zD1bsocmzfg!~#Q;3|znwk4<(PPFRHk`ASpFh9eXB;UJO9lpB^Bh9G*jg9qG?xr-V} zT``r9`6tIM+Zz@-^sTCmAgyakbn>OXzfzqkN_wi--&)s)>y$OLW6UfFd~4jYwOg(A zL&t#K8rd6aGpjJd*80PjR*u2BPQN4%BJI|xrMIzJxr^DfjM||de$Le~hatu6 zF?sp>N)7e!`}~EiIJGaMc|@W?&R$X^h2D<~C}=KV;81L$!n^4MAWXQIn?g#Xn5@}u zAFHIVtUfN%m}}+LZF`;#w~SNDG&R#^=@5z7Tn&lquJ(4?`1?87Eb}k3o*0_OEVg~c z{{Z@7S!1bfAqwRHYA)7FT@~fWO9}Rh0G3b(8gh@p{!Tc z+VD%Nch&E1A(@PGC-TtxVqQ4B3sVkR+I91@>i>O1sCX%kxDxI}=6d z@(M=7x4bes$G6go)hiROD#|Fgxv!bP(n2-Nq9pQB%A>)};_Brf6Lgm~-_p_mcv)__h$)n`}@z+#vhk!hkk z*6up7D5^rap46+1R#Az(jC{pl7>2ZvpO-Os=)tEIS;tmTpD{#|Q)v@Jx0}+wbYVtp z`?U|Fiu7CC2&ma!D$V4mtdDr1?)y~N16Hi%Ye>?Wr1fDu+s&t|_EPHKj-m;!+tSzY{{ZPVKVMP1_a%G~G!*q2)OuQo zvZ?B|0F1|Tk$zW*pL3}cs@+JsCK07|%!tz}Le8Ju}>K?~Y@mwcyFBno#LZn0G<>)K@=O?YMb zxLVi1Ff=jW3*&1k&xkxUQV%Hvj>u$5DB(V-u!fyA^eeTVTa0C;KH=JUi~B6uOssoP zb7nd#gb$O+7-|`+YC?>^4GMJ4mI|mWt7X(CFBC{mQoVCJt5m7I8@O!JjCQ4GIH!gw zoGHYDnpfuG6!arJGK3PXQ1hN0*m|%w!hZ#EtnM-4i3=k@QYkeRqahGt$s$Rkqz`-8 zjWvB?nNKKpdoYzZJ#3N`O8B?}-I3-5a8*&u!~Tg=hw8-ma8D@ku@|;q=BcYt-%^TI z^y$G0-X!3ZF__(%O9{nas$WykHLw!^$_&j=f(7PiJLL=R3z_XowTJnB6~H4m8%YDp z_>q^LFOn@!D9iGuR_*GnSY@-JFgXsaK&rOCY|d@)^~)m4sb22kQoqF-wJfpOp^=#I zW8S^oE{Zb!u;5dWn6ou{LiM|SJ$93~`8Dqyp-X_BJBQxO^=MPL6cfMRf&OfABe&^lZ>U z4Lfg3)!?G9YxF4j8%ZSY{4Ws~2+XcmLyXXYC)H^J zc_d+>U90_=(!P(pDQUreAK;p0PKm{p`Kk&+n>n7Rt~XtiDuOkT+GaNcle7i= zJH~u9!%}IemL;lu8FW<;3CL#xLP4?mk9#}e9Lv@&W6;3y#9(=v?()2}nzI-8heFJB-CHEt(s+YwZZeKGlog0C`m?zHJh@@ z!c;*c43zPV?4wjN(E;0-_@!~}_V(-7c{FHZ8r4lHN~>r^1wL~}72jIxG|_HKYn9Cw zTcK1os8mNH$(!aCRH+Io$6OT13N_k5k5ONAE|hQ8J1(3Cvq_ZB&Qahq9JF~Eiu^v( zP{Q4&mH}noq>c+|q^8^PBxT2!`K(vE?EAZoueI>KPfnOh3MEf5Wmf~r9G@r!zG~0Z z05PB>ofTqiNX&|Okf@YGph+xN6A*tW6E@tShGqm@lY1-4F%^K5BqiR_+G5e6ms&;d zDKLV{3QAK&A_Q{X>v1?whplF>YV-Z2#x3+x>5I{t;_g?M!m~XwL55hZ2)*M7$zn&v z5~dwh=N;0W*>>j6iu7P%t!dR_x=y2yE_)nnBf;Akas(Qdm8aVDA(N`s7Bx#W>Msj! z^sDQ*Ea~Qd#T+u|uMQu2ZHGJt-Y__8V;ov81>-I&X zT-mG|{{T!ad8L;5jQ;?a36?z6%O~hx!r>7B6PVCcTU_!{(?->qMMeBcqWjvA6rf_$ z%SF+{MTzk>R?ZKSRkma7j{peqLXVGYYku(*lqdaA*NnXtJpTaq{s47?XC!$8*qa>8 zMQH0FCbbm7Mr`i{jEK`m1;`pIkMv~1ps)qBd2)sE?Xjy?sn7CNw(VS4;~o*F@a1Vb z8B6m|Peiz{8An=5wIv{lzX<^|b!+bUUf?b~pT)dAK6;b}l&MWgY65~M7KIu>t{@C9 zT&Z!O4oiYLNMA4B%r8rFuKcPonUMk$?B$g5U;+?qA*YWf1~ykW(Ibub#lZO~V7qIk z)ZqVmA*we(|{{Rax zLgm(OAVuM|qlPqsE}W~Y)vy-ArKC6&JB?qh`HdipdxS;n2L))sJfFucL<0H5;b~n`6svXIyUkfY?ZEhXafI zUuhilA+R$(BYMwB7jHD>(Q39oaN8^QGu(V1kKDsqvWFw{n2_*9*q$CxN)H;}{2aAD z@d2TdX$4d3yg}FHx5sO{dfw08Yr!5C;A9o(c)G5oQq)QkU2QzvF98@Ji+N9#*-PHQ z64=hTJXo%AVjO&Id*= z95cB(fWRGkxeusC8krElW~Odo2^Kr@f-V`{kOuo{j>hKKuLibGb?LRk?~g(cjxZfJ zx3Rc>wkdlrMhQXmdwPw%$py$N3acL^7K#Dia)iKJhZO;_Cu!^rj)TXG-04% zcbb+T3RTb*4m#J%gtsz>k4uFai|#uNt@V#Q%3 z6A8;q)MQ}!b1+r~!0jLgM#`U~o?g?4D4Nh&F#Gg*vh_YAqfhA3`#$MKtvL6}7E{6V zS|sjPhGCZEMd1U1;|ZsOPE;L3hi0d1kcqLvSDPx|Br2Ex0BY+1-W2=#ycL3G`V<$@ zN^@y@6TmMjBw(9vl7^O1Cx=DjZRZOFQ{#3lE8{($LrntaYSmSvdT#zGqb7VQ`LW^< zay=#CUwD&a7B13I-l$4dVfN1X!G*LfNvBB|8&)8erGIggZnV+w4mQ3D$x}|6Cq|la zSC#-43|$}qvvq%(-p_#H1XIs@H|4eg*?|pvYh!V}p9L2~#_<>fi_KoUzOL7`J;wbP zv0;-9P-YnVB&S^)T_@aLYS?Z4t7_@*^W!{tyxK`58THF78yJr%bAbu=?Vc`#KOP|r zH6 z-N*0ls+TExsy#YkToW#+Awpv}6!8%UI!Pki>!5Re2i0d8DAi7dF(w#HP>Yjb2w*)1 z*4Eflxq^nt+j6Tj$3Kd=k3NH;gNqWjK4rsZDrcS3XDpW93`WbnuGOhux5&1&JyY)f zEc_~qmPW6f!eBN}ioi1?8TR7xdq5CDQF{$<5aTApP8h0v2SB}d+4Vb)=&RquIm{3@ zmE~)&(lv#W%i6>33v#{cZOqmAhJR1(Mg^8Z=S&tICxObd zjK>d%wU_N;O#`z$YhpG`4_M+@&_OAf+k#W3V73u|ZuqXx-ZxIw)yuTL6{GfTRio04 zd*b3cdKKB|NJ!kul=w?(S)TX&v5;_Oaeo;@QC~Kl5;Z8|Fx(O030d!d-gn$PSm6)K zpVBTI#>=B8DyJD}d_V^x{*WcNV(mOD-=~fX@n@lp>rU4;5qh5I`rrxsr^2YrwFL`6 z(ls(p@$r_xAoh$rNf%PB@fxjRZ==ElbZvX1zUlUV{5-fFW?h#bptl+cYY8W`wYoWA zViut9EB^pW21x{HUi5U4fu}AcDM9Ooe4%;SMBTuz|7DyR##>PYWf_yDp_nha?gcyalrSOrT8N}zvd`lH4Mfh zz~u!CZH1DWop_JcHl67n;1D#@R=vAx^Viez;nTBz%xU~)lZ|+leM%Zao*#t84L%|U zeUZ5^f?M}pt-r1^em1O6r%sV3RXoLPxq-E6103?EVuOin~LXS%+sH z*RKJk%dvYN*@uAhfI$V17Hn3&hg~63zyAQ4UhoF-P2+2&CV5|HHgQfe$Hwugq#MKU zm|nX$mN|>HzX{e#6S$DHZK6jT)`6iAwhB5k{{YX61v{5~?8~@$keP0LFuY{45WEPv zBmR-Sf))YFB!&qo(o;1z0KE)_On?0q8$b4HwQ9l>rS8~eEbw3^4J3!SDqvA;8X;&2 z7n7MN-UJlAY0^dp_;e8qUZH;HwR`(YwEb$W5|hM~Nzf{gmU&dABt{csW*~ZK-$2aG zivIuwogz|mG4FQhSRFR^x3>73G#zY_I;KWQSW8)3yC7)g<+m!)s*-xA9W;Uk;kEnX z;7k#Jhu406e|Hju@tIVTS(L4BZw6qDN*GAN4&~ClhR$LWBWgu#AV+wAeD1<9{83Y1 zUZR!mO*c&(E^T`ZMi}8D(D8?IF22+2QSn7o3et9<{HgC>_Zk+%Z(aRQ_jyd!+?W}h zSxY3dfXBe6i;yYzGy>nS9`Tz{Gd;<6)#jYJ9_+)W+2ymJ`Ss)VUJ0ucCGTYBQ!S1N zB0Iy+93Y=Ydp`X|@G7EDa%J}$9r_Qe7yUh~C^IK#=j3i>!}DGfERP|L<$i2GiAxve zG+gatki~H@+U1Hu+gJn_r0pyFqOV!BZp!J!e)78&n?zK@ zSO(KIJ`h=;?fMEF*-!RQcOFW@<9QF8P&~CsW^K$1j00wdP;GI17|Nbsuz|#qP-Kxzqe=QkTcYsj zJ-trd?p5d0XX>e5h1zEZaPMR)_)#o1@UP<#sf_1*T)9w;nP1z3l!TvC~)mk-92k2mWLiAOQuL$M9*Kbn4 zy8ZLw-##I3lF81>{K&y(e;}5%bNWCQ=@Lb40l#}#ENwo+t9J58!|dtGWIIaz&040r z%{xy|ib?XWPJSG|%XX-0AE%4Z2_3cS#RMBVF?50yT|C!>ccd+b-~Rw#;bLWBJwZTE zPA4qIi3DET*fy-hU9@anmYk=Ra&tS~?Pk;st#l@*m_-^SAzX|oz1H$oYg zeT9J2#^`2|TYVARe!E;>#5vf^0-<@Yk(Ba&tAZDs7h47xJbXf#hTM?6DeuJB;H zz>1qGrrV-L=?nd-)vJI!mHW8Um_*F%z{%MP+r~Z)Kl(r@q3&5%d=Q9p;PWHO#L;cK z)4un#ukM?!jQ;ITEV4yzFoqW-_BWbdyunZy+Lgx@bsjy!WG57DrfbUQFF4{E zDL%QH5_@wD+07`*JjzFM?Q}6@@-j>D12sZ;BVVmuUn+EGC+S-BqLzJpfV|jb&RFDr zcP)bC{Jpf+EmaYwcAdMpKDw>UB&w7xE3!u^(+{QT+bQq=0G(QNrVN^w!Zpe8qC~xP zN>qxJa6nM1NMba}kV;-6h{pi%Oo|w82Q$1cz5ze9Wl2|0L@DF(h(U8;NDrml3tSDg zwmRr4%E3o)*T;_>3}Ru*0^+esYJHLuie`|Z1lZYn6~DARzAyg(h1Y&^6@pO>kg7eD zfXPsHqvHEV2g(jrc!L^Orjy~Z^uD-FzqqXG)vmwcd_Pe;gx-LG65pC9Y8n;bT9OcW zr##dL{ZLQWL1J-#yY6T3v}U6y#Ib&0K8Z4D3ncN#IuHo-pn%Fj`bG~{Q(-%615VdA z+&2x+YUpR~<0Pt1nHs+4Z1R>AWQ`rbKl|3qc0Sj}n7R&VQ#c{vgpqr52u=DM{{W^p zIR^vGjK9m++fwSkYn$qa0-RuC&dG!{C()44NgRa9}bcTKZ~ zDYin)^2IwSjFXuM7FFn_I@4&E1?e+~ZtFydzw z4o_z{AkrHxZa7pLWa)|_gEe>SxEYwinA>SAEw@^7=%Hn?>H8V@wlodDL#~j=wx2KhNnX;^i{s{*f~0)4^95xgOfWV5 z66QtFKD>|l{lc+xG?n$Qen)?I%imh@Tto8i`Ue@?Wc^!YVx;HXofsKm8tOA_8>>OxZs<&&i) zFe6taUl!HU(Iirtfv^S3-N0tt3)|b@3+7nd%|z~?*z*=2AdT6Ho-$YrgA6KZShyR*QVZS&XH`izsso0(qRF#kZa*D$_{-zt5Pw$LY+{>h;XEv|MtQ z%ha#j`>wO|?OYc!W>`xoObx=V89vq;yjej23ak)A?P2`1K8x{hhkozj!X*0IHOdM~ zcQ##-#O<5}hDz>o!tM>cz;UdGds603nJX_T`g2|Hsn=^Bw#M=|36eOFLS8Z?j2d|v z5;)-O3ayI^7nmuD#8z2f57%pp54dfOH&(r(pPwEp`C-iBGR|`f&X^kuFvQS2*l8D% zB$l(j^2?p9$sm-F??~3i!Uxg`@a@r8toLy%3|S5=#DU0DxVZQ=U=A;|Ey5G5USMWp zL);cBlJ(1Vr|f&TZ`}U?Q}gS^jOTIDGxT4W1q*D+Z~U0p}_QyXwsAY`mB^QLrYnCzq)mxE4p0tpdSO?tLObQLbWeMw+>yBOcPvu`PmjfweZNp5roPdUB zEPsuF5^-%XkN_&LY{N>OIckI~BfqaHErOos-F2SsGa6?Q(IHPZ8A70~P@5HyWp#!p zR!{AI%2TH?0q=Z4Pn9VlG0L9Tv@LO`(0>L2n_^R8;<<>xmPzC+C-@9};iYAl9JKZZ zudPGuG7%DmMfx2Gngu_FSC6>FE%OEtW~N)XFbm}g_=uI#|CXk?99!0X%!oXGOcS*Ly@q%Ub+%leUbP)#;RL(i+q!w1_@~alc}~hK!;QpK$Z%zIi-|Xs&Roe1a#es# z+4E)|;5KS~>-ua;OJPqwv}zqG$4Sx#5rpwJ`1Oq~ULr2QtG4b+1qa&?wf;v+y!`(F z5vTX@O!-&KxsmLx%X$2VI0#?k%(?crSD390@IzrRLmM!^RiX8}al(7+{dbK!wN3)z zF36Mca6?#Ju|E<*rer~6PPQDNrDYM1ET5D-Q8s8WxE64DRY*lADoJ9{m+A7GpVT{G z6s;a{r*(ppm;(i)88?(mPsYM-Q_CoKgeC?g@lWCU?(NmG_A557zdwHmStck>WiULX zGSV{&$r3$KvdfJhdNtvSpRkr9UYgW;0Sowd&&%@S67nQXsC?x-Vr?vU?FDfh-5vmi zRf{eY#rz$m5VXIj)6%f+KfOnvpBk=PWKC~nq!?vahbBoM)TV3cMF#rO!zs9aul)DY z2E+L9qXl6a#R8vBkq}O(28g=eSdqgET`pN9EHq+mypgXF%r;FW)dvUC9WESQwqW{t zVr;Gs;opVv-m*&6fyxtLp8%19rcez;W92y`+p=AF7$F(si79{{W8;-H-NT zL+vApxT+o_Qn?A?$!TJN$b}ViHxDw90Zgkx0{}x>;qeTLWVLH2=94!l5B~r?VeO~n zalqu$FQa2iBq;{4&g&~ucM7iBxmx>SG;GYEy)<4%b*7iEPv7tI<6D9W9=C$_0z_wy z$ahE^QS6JQE|K#VrF7}nugaZk*Nv2{Ppu-E-u4YK-nlVzZ~4n!-n1T%Owx#ME& z{om`S7=aCY1qQQ-7x#v~SMygc09W2APrV7$-j%QKr@!A$zWx-Il@cSFB1+|^6q93u z5F&(r5&$DW+>Hz&n2Uh!ai1(sgicZdau|zhFQ68;wxRUj5mKUYyC)1K<<9M3xpUfD zx9xpLyWLMO_5T1LI(hM-GAAA&yEwoFxqtna?^o;BO;43P>F%e>y*#|SdGR-IU@TWH zU=IWQIPg-Ity170@}ztGy?4K-l_^g;SNph%7mpSi+qfw0#K-LPw(sd_N?yPE-6^B# z*XQ%{_j~xbj(VtsCo;4=CK!R45d2$^1aR0`IZYhOPqb>Xjsl1Q(pg)L@WRa8(xIaDYnJSHfTq?r(f`^JJZ6hN4wjtBt* zo;Kz&C-IFvGP*4E(`+3GIS7^^S<9P*L<~ttRillcZkWjC@97}V52a@{pq@C(L5!0^ zqYn{A)Icj}YxkGbtWH}HNQL9MQt?wwTJ*(=l%+7%m@CuEisy(j#Wj`NizSJcL)*9; zP-W-6v1ZNE6)ZH;M<*7IejGLE9x8OMDpr-HX-}1F3nQacf8~m+&`I#ArmnQZ)|A6sTYR1-ox^GC zG`de_HB^+EPYt1{)5xvUV#%#urmYgZGRF%;ZNL)kmISh)d>yxI;jq(`1PW z=(UoYl(c!piwHI(h~rrjxS~{IiWcT2fUqx)cQH)YHOGhxafKn>xr?R?_K#(D^{=a1 zb*I)a`h!}0y4MXpT{sxLr7F(;8d8+{)x-0xX->UsPv6(e{ht0V8fBk9M5~@(^L`hW z9GK?JCzvT4<;UeNV7$%J<|?5gVbJcv7fRbzh|sZN6tAcQ1ud~xSzK6KEUp^Xl=AMB z-Atw$^{sK!r(Z9hy1xGamzVeT<9gw0lyy0)d8if69SNfD#G2tr6l(|FkhL&IxpW~h z<}kET^YcR&G%cfT78LT;MG9oAQ4E-PRs}bHU&EOt?AL^!rVqIjOjT1Y{{ZWE1YLd9 z{aN)X)AxD&zI5W*{)~wmc$YmqyuL+oErz&c?v;&>LPh%u`n!io64wm~4AsnW8_}<7 zUcHSEX4-*Z=~~v9Yf_mPPJv1BR+xI>B|T}^ua`_LeEwZ&=jYR}m%H=g#JM)Sc-+lo z?e%s@DV4cxihvMy$-Hso)MB)Y1<>~mV-r5A`cw|(O5?3C*XwZGUPmr<1xTADxJeOm z041WaFQ%Hm=WKmI`#(wwI0J-|k{Mi82urbX@r96`9k+7e{cL+;G5m)x50gjD!4Exx zp;xNR5!2acV)`jLYQt{SRV|#lVT8bX7FVyO8PcADjpw+dEbF?t2jAz!05^tZWQGX8Fw@;`H1T-n$}U{H zu0~^hD4wmfhE9$Yctokf>uNi3aX8!K&#U)#XstCCVv8 zL$_$0!4Rs}BCQd7uX)PAU@uS)F znoSnu!>6k)hs3*9vG?|;T*eJ#kvRr7u~jcSUDfDrhaZ$^RS3MogK%7+MJ9sDe^tPV z-M@+L`)2_8B+D$4N~G!B)eFpEXzBv$(o(5X za1{RlB{Ma2p&02lhc4q1bn$4|Z=?yAgLS;oT%!DOY2k|-Fsdq`K(5w;#Nwnqy>m8= zRc`g^wfJqNDQ!}SQYV)ZdEif0Rz(RmAF{?0QUF<3LJzJdQ%jo+$rEPN^Fpi{t&(h@ z@Siq8IbWGzL5M!X1I)zD_9RMCQw5b6A4M~cA7;@K9K~qx9ehJMGTJxl!>(LM7xkqZ zd9GhL_^4f?jXo>GCPa=^HITkg%ffG(hL~|@ipN&`d+SJV4X9#OOLs>yU}?2PS$nN} ztff^0KD}#2yIpIynvB4*8&H;5zM+#Dl*Mbu2QQpwxd&0ZY1}?`*i|`aD3sL-U|Aff zIC`qpYPPXm-S30;s_v?mI_lk-mG?5-{K`wOvoK6YjP1}?hb!CDtC$8SizG8dakc@2 zuF=P+y^A)Ts6NrzoyEFks+-`C@I%%*5r2D|$qof(LLl@+f%`vB36{O)sObqx7P5M+wn&)v5S? z=+#qD!2akmRri$K#sMLxCI@j{@~)?0Blh?25Ey}(QFNN-TI1N9S!=fb>Cvxu?QS}8 ziz}8Qv_h-5_@ zh-ah0&l*^%41F~ZCv%bPXFWbQDAksRqD>`hej<*#1wV>yTK4JNbY;OQ6X~i{$dI0S zQm8`4%xnPAB?P4Dqd%?$)6g%T$qIGxX2D&{s|0N7!z&{;>=-yZ^}$L&L+IAI><=e70Wd(Ld`FokTD5=t?gEPTJX zNGBVuY>^LXl5-C1r@-{l9nwN3?7eiEUewgUE8RLY+R33z>|e?_%+(}u64?=nud5ij zBFUG60wCWp3R9v-U1r>OZ)>+RX|-z)QMCK|D%{=XW%Y>ZQkf{e%3prL?HVVPXR*|d z-!YtUEzwR{N##r7^j^FuLXZ?yg3K!vwvn9PAxbx9){SAFqH2_@;7nOIMT{eRhXerT z-kKZRTU7cCYN`lj%%X+4Wzj+^1Om7OEDMsQxnb0U(U_YT?Yx#rE0^6s%H%Pes3k)< zawY|H6jnq}Bq+d?)KZ+vSkTj}w1~rRVM;XXxOCd6x5`u;T+$X}NPJm4Se3Yu35vNS zv?RSy-Cy<+XJ)ua!D(mLv*l7*?&A0%vOg;m<3Q8H4T`&d+urRa2A+ z@>8LZLQxb(t-~AR$x3^O2(lglli7w_i;rmaZXEvrF{lt@HDZaa z+}L*WyMEufw5Ov3`!8$zlwLhG>>d@5X^f2lza@{x;9IRJ+YMgzRX=LP0S^ExE?f;?=O#oT)>*D;Whe)h8|WSObZxc7yAKMQL= zQNQ{rrEM^i%qB|~wI(L|RcrzuXziwa2sdHoN;^)FvtDib?Qnv5v9ERX8$z0Ji1SmK zCIbb&$j4Fkav7v{s+wO``W)aqORI08IqHgfD zrD`T`pIbc6yF!F>MWX;c{{Z5Nu(kBs+*obwr=@f+Gj1O zBL}qc_ChO8ufxjP#Y9TN(+hG-LbX+7jVWe&O>#Km{dZ|?_?u4DVeS6_W$uFD(Ty26 z1*z~v)kCgbzOCwW9Qy!o4^oZQ={2Xa^fd=*?fai~RA3vzpM~+CG@m3n8mS7@A>Ts4 zk-!yt04IupPahDp`nHNo3vyf$v^cdZyt*psum1o=@FC1;hF+j9AsoeGNfu2k5xbc? z<0Nlllv#>IiA#lJDHcxh5`#rks#P`hX3RZ9BAs+%0y2vg1>P{}=rB$6Bt zEAqO#w(f2*(u{_rrerY3A#6onalm5?ArJ-rZt6(@1_YM@n&6)>MTj={+VFEgg9d1WyHkK@Us#es))HqVEoGw}Enb(R>Gmgk{quwpVhXTGf#K{bBAT1-4$ZH(Dz!%M9 zp|0xSu?lQbP+8Y|*z}SO0_iX6Xj`Z3?5Vmce8%TXkaE1H&0fJJ(suFT;^(hOR)4Co zX>d`Af^iFu#PHS@xyiBr02@eT4Yw|lc9c*C^Gq(IadyhZ6_H0Wrwl3#DWU}lW6R96 zh6IZ$h<=y#!FhCblZa0?oD68!k{%Heu!QPej+QY8EI~ZD&AXEiCZTeu?SzHwT)ddK z2%kjJvjRsW7Pl`?&=+cJi#>Z56^HI$|$fFs=5@^OCWGD&&3 zo6MdIABo0-&3Qr*x2sp%JsNWy1#bLUqlz*TsCRu750d)#|X>05rK*s@_b8$bhP-o0Ggc-q#2^9!EaS4 zrD?XbSfPC(BM8?j^8&_&p@$;Nyyyn-9zV@_BhIG7YE{%FR4(cAd>@EesQxQOGz? zFuW>hRg|i#m<=$}w54lKaxP(}9==|GTc=;o%D?aB@Avup_-Hv%VglLYTZNfu9A(Ex z5GEHaicTPkti~W8H+2%)AP8@~d&=#s?@V$Mb2^W->5SFASp;2vU;ha~S!c z)a5kYw-tS=hIxNw<$cXEjVgT64pg03e&kF%!P?~XE_UmKv(wF-d0mqWH?uPhewt&{ zRpF&GMm6XdaBYX$o{fP;U$JR`dd*nAv+usUR=TVFOw;awd;Th~VVIbSFon3&2N(MB zHDp;rzCQhAaUJ3&0;ZZWbXCX#5vsU)Ex^Dw|7QFL`+7LqM`E^FfhQZG=>T)fwvM5gQeQ_7U-?xj|9N1sMC zj^1Q@jJK6Z=C-u1WQfydg@(b8SZrBDIqGEbKI zUzRzda-ifPus)VgUK>GLf*NqDoxy6`7V50DKrRGdh(~)@cRy!Sye(+gjV>iG-8Q9PKXrH%4j5|OV6q*!zk>%?rD&e*O3>;9)>N@X zuX11dpJ`vY^!ta!Hs04B%1XRBuO@B3VTVfBWuD3LSbw74x3Y5 zVf}s^!3fnMPc$YInLu#uW+Yoi-%JZxE>yW)>s_?`ow{G#zL+Xb2FBTZdh*euYkV&p zB3g#pHlm|bxJd;KKGt92AF5MnVeqZg&hfSIr*k}USV*2HcAR@A2AF?j@W~px{Wpxc z%}M5{u?=^)8Vh>$dG)kMU21G_63TQxL$VQG_KX?f@?2Ij|?(-M+X5 z5{ati3957q2ABT;s{`-vi8v~4qk5YHOmOhy1KK9kjeWgQ3h#QYWojo%ZTcTbA8%aG z%USu;YU6hQZ|>)55$l(`$#Z9~1W&f6ujXwT|b&Y_jHS zDvc+$k(7RAAOQoy7ngk+)c%iY6tz0$Ubdi?TMxw=(w~d@_e+!1B3CMOv|jL2dW_b=mOsCj|Al zK){)-PV(A5adi8v4=D9U5a6RKUXxq7F9hvzVs`zpr{6z5oCWrLXx${U6(%S$kji0o z^|0*~eN!RoQgb~eLJM!u=xQ4czw+1h+Ue)VgtIgcmt`Bg!U7Dg<^kU@jxQY;52KOA zqw15m)fCvrk-clhz?rw#wpCMF>-dDprqE)*DZPKk<51!TNI{qoc5}`<>N(rV;Vn8;9*s!&Sy|lK&AG^s?&)yHyYkx86weW0{ zFG(&(6pPrF*BsxSzpu!8=qryNx_}bolb_ zP(TqU23q(E^y0?DQY&R9ow%FgBgAd^V@AE;`u@w|a?U*b+#;h(UCA=vHRfv7u0olF zgD;wUaQ1mYlK~Y77+Y_y-wP3j;K#LYsr>%{czH@yqnxc`1tlVAsl*=W0_QQgcjZ4Dqur|lF(E;ik$Ye-6pG$|9ixWv z;fk-0JqlJHucz6SeqL4D>E*yfpMFLP%pBy3=G59;$z7X>n1a%)09k&`7r_t(BN3p2 zZ?Z~v1DjC;T2-HwbQP~%%AFkET1FQDp!LDs-tASTr9z*rDN~b2r`Z$@wDO78smK8fp2oXFL+JIRTa{}RKEG64(GaO?IxGGSJC8|(7Lq8k6 z+yGG)7ucJ6+XyPJrn(^-Oxb*IBcyd;!C@j*qX}xTuZBr_z{LBCKBfY=8jDZQ-}|~? z1@xdV&S=YAs{Io>b6@kjES$0Ti6l$}CNfp}^}@_1HbtrD^ZupS(1sG2;IK z@ZNoW{W{n4{{Ux7Q--sZW5!jPbtd+pdU$p~H4F~Wq+bq(E2w&rL^H~@^Yg7gI`s1C z)6^VM!t^whdXni$24)(1q9QR8#KH-)ha|ZcCs5IEo>I8yh$So3fg2Xv)TQzGUx(T1$OkmalBa_?5dxUBi~>F3je z>{UJms8s+PSXgmfal#eaxWeyHTx&I&vV+!~$$p2RhIaMctK6gC!sQ9F?h}=HGniO5 zIc_(y)Z(5TZJ>kLvYf(`nYEXqc_r3^p%2f)s};4TvG&fRgIxMZdyKb@&+)+5lZ~VA zWKovTw1=azy*XZGX$^TBU}@jk>{fgzKZLaFReWX~HSlyv6joM2mdgepLP$Brxg4d) z1emrf30%_KRIXDL(2W^EZhV6AkvB*NX@ zjUD9a_Hg_x*szXU>$Sy~{{YXQ*}h8GG?~2>Die8@3o>bzCAr&i%U zsyx^uzRWz1qiorNoyWUVS>^FAoEmb3cBpxK%Y4ol#BYouQx~;AziiYX`VATSXx9Be$Be-1(nXP6apNL*F^{N}A+|lDl>)Xv zpF|jfmLNb=_2nWkY`(qPx-;AGz4H|)pW?*TRM-XfZ%H!J9xF$R(9DjpWjT!|0T$3k z!F}^?@bI0(<>)_Y@W?@PK|G=(oNYiro-2L_nzDcpxYD7%bX0KkVTgsYo$+e}eGaX5 z;kGnY>o`*Rh|UCdVEEeOkizHl3z2<<2}8`ZLJM2Nrz*Nlq`wty@q{)*-NBWtSVLqnYl_WuouK;8Hs_JEo-yctaJn& zY;SvNTTB}g$|O070m%rwhFc(HTS&V1(Iyt{ZAz1m8$%liv@NtpZXLwp_WuC;XW?6K zP8pbbyl8E$FbO1V1*5)@6y>GQdxjdSSuulhQk)6l88oR9>lFo1u1cjLMzxr7^8V1xu(8VM!{$VS z0c=G{Ko_}~$!`Au`&wUr&icQy@X0nb@?_>i-NnNIcPuYCxScf)1@Pt+8J!CdEwO)1 z1%L5S_}$DIV3{RO8gnCdRS@NYLWVt}f!kb0^`WWNiJ|qUd+WE;$*zrm9y7wS-6`21 zk(OJ;_T0=Xd7JuSY&B-TOX0d{3pnO%67+aqU(42UvV!JBRpp%ZTDClm4h*xDXd>(` z3WoX7Rq6C;)at!*<_@xJh%CE1=Gl~^Z%#>py4mW#zbfa#?l4>D!pw%S61 zN9%U)SKK>azu!(hVzMT)%#+C2G?G;$b_0Ydz>AS@R0uIv5Hu!g=-5gfxCRR!N!!@} z08^(;uZXUGXHpRI{5J&2;`xgw4KoF3TuL&&FMNw6Z^k(hSe^5-_sv@h$QbsW)Iap6 z8tz<`vc<}~%*IspG3TtP7S*b_P@p>vc$6?bQBA%_YfIbO_R9V64?i}XQsO1bm#3m6 zUZB;2L~z3b=+>oN&O)scsZ>D>As{IP-g9_t2BF@9o>5Q~xD5Rq4!wO?u+w*fBAW7F zs7MkN3ve%#5LAt(m+z!$Y8hhs)4gup*Kgc5&v1XA0I8zf0Lv`3hs&d3XyvRAa$KBjnp*LS{Wpda)+~*1tl;JsIh*_sHVXpOpF#aKd z`O}9b3#b$sG18-)#wcN5%*!6(8eb?y$lTcP{{YnB+`3e$5|hj`z$6dN!Pt6q{ITsS zcpSPjfjaZ!_Ej))Km{+hDQdK22dpqcix3cg{KVqv({ZPC)_!#0OPbRR;7*PhOy?X< z`Hdm6g?5+*0ah$&==wOEu{~-wObzrcz90Bczu(<>G{fi6#!^i9gsO_Kk0i@`QGW}O za?-u>HoY`mIf69nu3Es~TrT0;zY5py9XBo)T-?uOD&QkBCR(0m;a%4N0K!R^3eFvC z2O7s4P=arpctG!}RQ;g%SEK$E;=MMasXbXj#C3>~rYIIXE>M-(MPVQWDp%&o2g`Y5 z>D(LOd{U;!oKAdz#lD~sa`zf-f6o*jBNN&-kX;ZE3$sZ%7N}**OzC{V^)(Wnkjni1 zCzX8q`FYci;Q_I>y4CH305Ab}+T6RUD)nn)_w_sT>tCIE{{XMf^`jaxFq~jqAeIM_ zckACMZ{})YTDo?B*J083gPJ67)3)9I`H_xZPxzUuYq@A>)H&b&#F z!|ZA4gZ873LH({fmqosJyRNIKK~t|<)A#(pe-R@skUj6OhX>Zwb+7Y;_4Y&7wEqAx z>G^xQd;RsVP6(!%9Aey>cu6pef(wg=A<4J}$YAW$yT4QUA5UNE{Tj`HBa z4nL>_zvq38`zjoDpk;mc)`Yz8<6n25P9QmZ6+#YrWrWrKc|&romRQJum8H2Oqf7d? zDkQ;~MS>KR26{Ts;VWHx3RCx1l;UiWdlQ@i79xR_f%wD%HFe{AaVyu#n!Oczdfg>@ zd4G>iiC%0-3WmMLI|OPT;l2s!?rSd-T3D{Dsa2+mlFB8)^L79+x1_*de2QvMq_%y>!MSc2n}mM`pIrq7O( zIqJ>cS~=a!e0;0^j+aaMg3NhrAoY2tli9>Ao4JH~c)qAexrLl{BguiFRqnfmdeN|5 zee~+lZ7-j=Y|_+==+wv_Sfv>+m^r^hyuaovpff>f?%m8G)x#StS)0byX!vkMl2lU{325cm^4S7Vj9I!LL}(t z*4Ko|gdyMryd#v46Ac{PX!^ado%6lU4<-<-h|eBQatDYNoWp#tx&Q+%(oTXVcHGU1yakPcFXxzV3J3 zQn=a|iryO6&XnthmFb81igfGKtv%jee*V8dF23gbJ5=d>L&K|9(V^lM6Q?bRFH>As z6+vpH;Tj(DDSj!jLXbnq6T{&U2y}8?vxL+}qH>ATS1wjS9wp~zga!-%gf~Luo9r9t zy0xmVx3BZL&H(aT)izv_hvu7_`WvpZ; z*RM4S?ZIqV#5Go%O;I&G<)Gz%+8dhdi(3srTm!2-ET7A)lVi$dgGdPaBC!6c2s z-Gr@uSQrloRt)J+K7v=}i={r2eYh#KP9E)Jv`G}S$Pv(ypreruJqAP;r6q{@5ZO%U z%&-@Me&(LFJyiaIY za)_K@+t-(;sFkflD8Q?%t$LWgs3VN&TIngXs#mzP=s;KsL~*uJh{R$w7cz&phS|Xv zOe_L9c|V2I`l8f*q>yWV=jYa~TB_K82V=ExyX2N7c__YSEX|PauQ+JE$f+(`eAVDd z)6qkQ&02>Tc)F2*m{dmFO7--kO0}pJaHh4VPCjf?rzWXUX6s5z9!)M5ALa3nDJDR4|6z;gNw^_hKahy?A^F5sSunShd0CJ-5BVZF^ z`sOl8k%jNo5Z%jLxT7;b*>)YxQ(a|07xJtB0Fv~DBOXf(Ggmyrr zZcxVfeTl+JQsH5V%Pb;_1|xA-6E&I>>s&aK(VJc_)lf{HnFT%|f)GQZaCwk{atQ=o zQ$Dsj?(p#nx{4Z9g)-CB41|UOPp86B1;iMj5iCg(#8IRG!bm<)#Sn1|5+cQH^Jxjn zCGotsn@KX><~(ZWkzsDhEzFgJ9K4*$nX6Z%snNY|lS`N) z%&I}1L`N|IqvZw24c5l~*n+7Tnu#JcQV3Dzqa?G#3}idztn3T05bQStOv5&8JcYv# zndT}?Mvi$Nj!zwjJh6O#E!w)bDE!aRKceludp_$z_id()>soLfkvhs;&Ys5X(n6k3 zA(%8_deyQbTS?4_+QV_(v_P#u7TvU#y-(V0)vBXEY%N#D_br#%%I5i$WQEq{f?rX^ zSs%c`qqet)jlEGLZ742@UPm@$l}M_dTb(6cI@fAx(WNWpn%TgeY?vc2#1WW=P*Duk z$QRvdR-usL@_GtYeckh8E?5VXMw_m%4d#tFVL+Hdu+7WD6eb7H{`kd%dp*4e=a0zb z1eFo+#MJ|3VG{IVA~;LK3BQ!_3$bT%nVtUt+>xG>l5j|)H2JkFWd+KDZ=G-}SYc($ zhp=mrs957tK9dGLoGFXFWoY`eWlUPiCaxw_uI<9l%@ivvSY-+sS($rm{f+b-`%*#W zqQ@**9LK@>Qv}yW^hYuGHedTx-K9HipStm6yt}%LL!|3PnS!!$tb)mu6 zt;)q7W@LHFN>tNvJZM~Z66&n_s_=*n6wh zdjZrX>xU9ePXc;@fg;35n5~3`#b$FnQ6mtgR(?_vtg2TKE}NDR#FHjeN+IrH%AH4} zW|%6$KywMVejc*$LAexB1CNUx86rvpCFl%Lwe$j&XI6a|wryH;qgrg(=7AD87-ULk z_UzdrP{QhE@-(q~{@8OjhV=DrLG(v-(o&RK&voco^l+w7-=`bs$dM>L2?9M5i=n)# z++OGeL*s~G3asx1Ni~BQUb;!W0=w1iEEjd_-}ZGX_TAEgI7(Yte>Ix2J$NyjpjkSkvo3tBS=11R&pWY%3)@$B0_R5}88VV(Mq^4Nc1duuO5$lU zkE;NCkt8-Rm_TuJ6NoK48rA7RTybJ}PK+7#uCez|!t23Rt?Zx6=-c~Qog-%j$`+Q> zT4qqNp{An;LlGCHYh1rbyB;b8#o1zkMjL}&t+R#nuI8GpaZ(+c+0>j;fN_pC1BiR^ zWCz-)_KK^^HQLjNr&+B#a0uw>!Zu;JZfyE~G5ecdTBI@Tznegq$?VozHPIY2v@zI> z!DKY@@qC&Tu&|g^!{U4!d0RnXqiRc+SoTo74L6VX7AE-jlQ{tPWvLtey)LvA;? zwkNNsUXO<4sFZU;?aOGdkB#E}nKXHoW=29D#k`7&om1E28 z;{x={+98r}%Hh}3j$=ghFLhJfG$!a930B_ytI#N=cZH2Mwg)1n5IIaCYqzSgK;^p3d6?}P%d`Nj2 zeYdASeXNmqPlFF(R3K4Z!$YyDYQmK5YLzNC{`I3AxdcBfolKNQU=X<7v=|e zUJqzWIg?B4rNmGsv7>~Gf{Ip^r8dfLt|?k6R^@L>E>2S=1zM9$Q3)!Q00|CJ1CvtD zM&P9k36bjLhA?v< zj#?eWA}?du{qi;9ey)-&K8Cw4U z0HB50+R4U%fVdn*VO|M)dwS6J^`!&eKCOGAs;xQI3&{zmE3+94VgNLS2@uxuIJ}10 zLc^LTU$vQ}Xxcsck>0PTa-&VDP=B^7+TN~RB&%UBa>__>}bv?!9ZB|#9s=bH$RaN^QxT5LSiq-w|;WgoT=3_E4^=?MzOkwTi=1d+y`JmU3 zs?e=udW8Nk4koO<7TUooJq-k5MhltkTTpvLjnk^m46)=wU74bp;wz+nxwQb9T#)$T z4~HoqPKUcc4@3g$Y-?-rZMl_c`L$WXvCfQfBvY3>%bld?m}U_#q)6t@6Z3(aH-Bo@#qy(<0Yo{&U6Z-F6%py_ zGf6&N$diV8ww4Byr_BiJV(|&mwE|3&0l}9>%Yf^;#j!E^m983Bk5zF*^s&;{rvT;> zAm+2NgaHu)L#NPc_BcSHNt`Q)W^KtfTqo1H zhTOK9S=$VQVGKC;htz}$)$Yz<3?pyb*LP}sUB{mS=UJ>fOtAoG6ULs~#jFpsoWW4M z_9@KP7$Hr!pjj^IN^L(5-9Gq##W-Z){UT_j_Ct-u!zDXZ;3gs;4U51LhB=$XTMAf_ zgQT7(N1@g2EIuo>Z{4L`e7I5|tANV6Ze$YGkr>FHD{&lFoG=TKoXe?3YTq^xBbLYX zE3{&C?t8EMIKU~&Q`Kqm7Nt*`PO2jTK^P&3EK8j)aqVl^y36FB0)+uNBpokv;nWsj z{YLMBbn;=Bxxp}vhE5A|M-rJrb$W>;A{$`sMNsVGZqgl#?kkVdZCj6;rA8m+@V*XA zLglk7A@9n~%a3DORDDxWtZ=x}8KvEMqtb<SlA400<|#($%T!nDkkQx?!zY(VcPO z4ra!F4SB$Ctwm$)VeAEAcF^|Idv>7?VzlYh>dW65un6VaN_P#<%l5aOTJd1~pGwi? zRE8yHLLG)iTtMLaqra;`$XuRZ_pMT%taYbU=Ee5yv86p{O14){wBx@JA`&UEv>~~n zJieCjkT0dSweTXLnJ5%Wl_Iy#-uR|PO$tq-7>bC@8Sk_^3)!;%c#^JGeIyIx1`gmb_N=7#= zYB~cR>+ zEwAbh0t9Ap44|&SYb|&lJCh<00X~#l`Z{WiGfLS@qrDN!zX|v4O?CeO_n>ZdJcs5n z(ToNXV;9XD$KuwmNh0vu`Z3HGXAoUbNb90U=A`v2{{RZ|+4}BW79%#-<$h#O-!d}h z>Cg^E!U=>8fmJh3TS(wMfNI_|A~ z+yQfwFEUyG04?%~oNq1T=Z8q)GK4NJR9LIT>I)ar7F2us?u5?m-8)jC{r$I#66AJr ziz%hqa_T{b-TQ``RG!WQ?KK>Qk@o@y8(Qfwp2DV_v>NU^eHOE?tn#fZ=S3fzNl?}@ z$2h<|_7-utXyPSkIJ1(k*k!yFXkshU1Pay~A4ppcL#Eaz&{#zrl@UsE( zdY|4%yY(7jPNa;?Nl;P;mdHXw0DMlW%zRE566BA<+8jeUXU!q&_`k!7nin-KQmQ4y#%(bicbFk zMhg(iWKXOJR*A7nqMIJvVavTIn=Z84gROUMy_WOJGPI9W}Ovh#eno zhQ&0^2o^)lvKn(IfMtsF+SA|MItCns zrpkX^1&-2N3hmpc>K;|=z&2%@5$8%#lFP*`oJGK1nO@+n4eJ4p8&AC`FGEcbKCHjm zm20fvz&+KuW1g0CQdWJz$+vNam004G)aMKh6h76Y>F9ybm*=?u0O34Gr&+XW-Jz6v zF&8rgUea_2r!p?Cm+xPV`ZCI(fpzpOO)kB@oImr0l15|zrJP#YLvZ@A7Yq(5sh2Vj zy)4C_^XdM3wYnUj@ocVxsj$!O%VkUmc>jw^U6RxEA_^@bK#p*fNN0C5wv{{Yng0K|pPCTa%W zP0XCw!bl8emslQ~9BB4{pLsilVW(516XF`?CpJ^NeiiQb{P4=m%H(`tsVIh{@Y7FV zzdS+^v50JwYoicA4WTy+wFKSd!`(Jqq3ON1KF9pdDkB?+O_!+b-m{t*?T>Gi0dC+= zEmi`nKk#xN!b9+*Ef7BK+qpE|Y31d`qvpio9~Wtwh+km0A!_q7^Tb=b5WB10oHcsI zIzs!Fh!!U3*X{oRh3L=e@23b#T(@x`#Tb<*%Ur*E8`AR6ZtS6^Wt6J>FVVaVB+|m0 z2TaCWqB=Tog|FM_v0m$=Vew8JZeh~K80Cg*=45SS1w@$AQ6r8SY)HA@Do){~lUUJD zp=87EA&K%=wSLL`TYAp&4BBXN%aR>L|kB3NkSJfCr3Js$+-%zP>W6YGP$O&9I0t9vjZElB@7QLK8&)j_-uNVVTFq!QV=YdcIpZJsH^YY+h^f~O2SSY zn>K(kITw(lDLtq|3u%?32FV6Ak{H`b;c!;;+qRJx?e*@z_?ME$7qXKmvr11SVr9&3 zCJCewC2H;qMz`58l2pMP6xhdGlJK_b7AJ3Gx^AkvsN*81&W$XT$X%Yn658)1$Btb2a>#JZO}8CLx2E>K6g>2gL8dt+Ep`@NFRE~s zFp+_7eh$|-im2)zO<16X&@;aGy47yiPe-&SaNLU2 z5d1fy4M|E=nsVI{>z+2;6!h&~OaZp-+jx|7RVT7+dpdB*tz5ihvQoeeA~W8Dxep|3 zqf#h>Yka_B2!*iR81?Jx{#5chCAlG0CYi0cgo5J=(8tR{WwmP60vnEjnA=EPU=^$l zIdw!6`&F;y(!4HE%yTjm71SaM6446iK{>$INs_j)n?0dm0RX#0Q58OFg&|6o1t4u0 zlV%Kc_P`K)*qOCUm`G1|m^Y;6IV0Lf<82DvQ}p$Xifp7HS!+R{3QJ+QE~`afi+OM* zm}g<_fk=KavlAQOnx_B*4Aoz-pIFeq!z*_9f>0QOS!?@p#-FHu&FR4i8)~wbJBiF! z%&ysJ%vk~yA^Re)oXSAqT|+N+E!V+8TnS~cr^Pyc$?jZevr{}|mka_)6&ZUh0rgf~ zOo-yUOk6puWufIpvuMO}{lDP_xiA)Bl!{Ok=obmygTa`9f=+^0j z;7x*Gc`|>qeE_xW>>L|)!NwZCHy&&q=JDx%Vy+}sDx^s=;-xj1O==lk*il3XDlatM z4{+P|+BIsVFg)nvy6`&ANYp}Gl{4a0WqvhC#sWa)VhqkgQmMQ_Ktj0ERG|V37p`Ma z`qQ^8=|MJ+t@Ek(l<7bjdfP6YhFN8mZ>$?^v%T9q+iZMG+T6_Kc zK)Jk`Sz~9ILmv(8yg+#tfZ6W8ReZ$KLVPzK7fG)3+-O*g8!-4+-@X1^WKoq-@htA| znKF1$EY3trGb9JX8N^OO4I2kG@5_qHn*JbhpPm*%lpI1M|#Eb{|UCpHOSlZRA zW7hCl_Cz7t?Vc&f?+%?>e^erqPo|64NOuJ_+bXN^X7#TU)wz*8I~HQaWDlkWOxQUf zTT!HK3kBto>Qw{X3lJ^KTezbVo3`D$Dr>9<^WfbNwehk$w%(jBtgs}@9O@4?q=b=d%V&|bk8aUg<}w2X48a92 zdiW?h9bcO7_VC|JnUqZ;QfcL4RZJ=w-zLbG09x)=6neF{Sy)Mi%-%s?agK+Y_h+V=%5gl8HCfJ`HHLRM!|=pKs`3L9F9TGEVH zV(CKw>x#RTE5JvU9M}PbeQKp~yMD!9fepK3l~NIyyfJl^>ZIep5eG@vZdvaShOeBQ z!WqPiKcp@&dtllt9_kx_T4)XZpKA>`l>73<=KAKsZr=X@{wL@2m*UEj*@3PBAq=4_ z@e^hN8|D}(^av|kdfuuvK5hNXa;kkD0xcS{mrIIRJ{rVU=Lu$sRwU9K#@;Hz(^86`qesQB1R?~YIwy29Tms@gEV zSeSZ~^a!x1nKSOn?7IhWGETs6f6H!%9LPu_$_K%(2~!2O$U3(QBIAl!v3tszN(d)T zx-OqTfAIN4aiFt@2p5jlW85zhYUvi-h(R5F{{VIA{oj>(dDGv)4>0e7MciuW0d`7H z)C0%3Q8(;UMpr>APslIIzx<8|yL5jMYq4Iy-yRGU_I0p5!aarJDe|Y~O8I$H&;6Wg zH2KrYXPq){FmZT!&nyrF0~0V34TD+{2!xQi+;=m3`m4jcNFlTf(mhc1#Z#eJ*|I zpKpHsE9Imvp6@z!^QWD7IG#D5aLOh`;_obja9oy~u>j}=;yVEpcjyM2^lwk=_+m~Y zD7-+&97_YmLk2dfTFFB?SZ(D>c^6+Ur+N8*ALGJX%#ir-UWb>C^81^B2j07+x$W=T zB87R-zw_GCy?pCWBRu~AbJ>~`Xq@Cw8r}h(31y2zicy-9uh?Y1l%SnU>+Uy z37R7BA%S3c z;30>18wV#s0E!V5Ah|5yVMmLH_fm@w=He(===%GQ;Cf~H5$395e4@`RG?+l+H<}XK z)sg0r!k%AoN|R24srP7(`EDFqEQ6Rht``@tex5Qu&)X>bO=Y~FD*pgV27^hu{m1a? zcJ|Bb({=g#y75k5L>5+M_G9vz?5VtlQjnC4+g(>k>e{%vY=|U%7mBdER?}TJDPc>Bo@!K%F*UX#8Ca zK`4j&K~Ur-u2V-Bo2oD=MNuo33P;O0wW1Tg@MR`S!%IQk!wKdNV$KeOV(0SS$JU~G z{>2rOa+S=~s5Phzb{xq)uN0~fm0-Eu<|dg|id5FU69U8<2}&=om*?~2lofa})Ojt- zm^#|6ymh83{O@}@)2F}PTJ`?`Uzg?B$I?NTd4HE&f@bz8OSz+q?b=7^b;(>?!=U;( zMMDs!C04$>aSFBTN_i{u{Oi|_wK#~VQY;v~rka>Bdp@7?KHJ%0>HEFkpP#y(?moQ# z0J07Q%d0$T6zFObA%!;`M1UlKErb!lbmI(4;fTZ`Od{v}CB*X%haAM5r013Z7DP*% zhg#O^blXQa!wjbuJZzfR9ir{y#igw<9ZzI!ujknH)>F&Yd3p8s(zW;d_-6TP%-JqZ z=QKw%qExq6@d`dXOn2;$de5=N8Ez9w6+*&cO(x!1yOk-27hD*zR+Ob_O3`dliyg*} zF=Mi39C+$CUBmgN7OCx+)7DewWqs^_`+mJ^Pkjt|VABdoa4l#Ob`=CS_ppN@Rx4zt zUf9}U7Q-b*gv1j?#fuk~99St&tx8wgEv+ci2hl&a!dXkZcjI9;cf|svG*>1YE`A=R zF(HMnJui=@Uu04L0Pw$oLjnEbyfJeK{`*+K>fo~%+5NHEo=bBV8Jx!>W?amu-eXRg zqKsLNu5!?*qPMIY_&$y3rMAY(K;$j=R=aRsuXXaRHjSNXzMsj&V=J)0*vs4xVlRW) zNAhw|WiCvbnzV-kr%b3tNCN?NHQV8Z0l(2@6}72n*R5MJtvIW0SThTlwt0!mkb#Gm zAS-bijTW}z_`ffz-!6s*WN|(bP@y#)AN^&(79P~TjA+rSvnt}0r98N@C$6MF`!(l| z1J8_Jklf8kxnhN12C4=(tSPyhSe1;^!}|S=No+Rt%^CMzt@mo~K3_HKG?PgyR7skK z6sdEAlm;-mKtwDo;ON6vFVoqT%2KK4OKCn`wsCVRId_7TK4ha5#$aUTT^g;$^At(++Oc*lRjZih3Yl2B>}b!cDl)-Z z;cZG{p)MVw3erjQrZ7^L0AVM81SDKA4Ei`AHN#?l6-=v)QdAVrlL#p46A(ai#uCu2 zh(i=8qJ{KI3&J^hkA=fMrSp8=&Rk^jOwNN0b6m^G$=o_aXv`8ani?75lpl)9Zm2Y! z48x&SAMs-ftm)_1tvXkOuP&Ukgrde z#?ZROBhF&$m{S(Ih1F8}H14hXxa(hk63d_hkW4c{RFc`|4jjT57O*UBZ_5QLoF|&6 z6jRiIVb2h~bE0wpAs8x>=7_$qxN=yM3tZH(E?%pQ%B8Xp!$@o#0iyCUHB-qQLr&mV z8o^Yl(C!Yp?%RTv8)sI!z&C|E#_3)I?J^Jr@p!7%P9_9WK2wCiI2|!fZ)OyHH_6P> zmmd8{81JNC*RJZ<*Zfz4YqnCF<&QI$aX3+BsSbcCFb0DTR;dXUheQNYNn)l6nh)1J zm$7Kkqei_b+xaxQzh@hvT7aQ;yk08k`;3E zDh?qew=fRGkqyQx*2g3<)<=yL8sT|eM(B>?Tz>Cy046zDsr7}p>5}P47 zRUo#fiRiC&E6Gi3mleg6P8;l*XV+zV;sWj1T#0NMxos7Ut*M|f4N zwSUCgQ^KM5hSYGkcH*#e3pu7z80K)ibCuZ}6+L9Z4GxfF$V{7*g7|}3si8{d%AF!< zN*k}Qh#XULXxU_>Ffh?p9<;4DFnI->8BHjXNhaLEwX&ixz(+Aj%sNnRS(d!a#Db`f zv?s*#dAvL@*J{Puqs(CPeu@KQU8c06%seI1(J|QHf6xsgT1YC!Oe7AGcwKM9N)7s(Rw^#U+ZEunGD&%7G@Gl0^l@`7NEA>T zix&h1qz24D)Uz|g0B!olCl_7YajhD)ttm~ZUfW7kZB~^j9GTM+&O;7cIC(@O5%OT$ z)cXs*+UNXV!^ViNRaG*S36#|j$st@F1FcAqB#978m_zeQbcnsKOJFj?BxClXX;$lH z_!cf^`HDBo#%OWxR=ZgpERhMJ|`ckb~QBEpTt!YJ--Cy|K@bF~b zP?=Q7u{1G^uiD{%d2Qg?xori@ql+e`IRT2`u&}6pTxevomATaBD+18tB-z`m|@Y%Cs%|(L&#? zOPoJT6}dCa!hEbS-pqWQB#^`lmuI_gt}Jj;RorSSveoh^P>vswFErDT!fqoPnPz|gc!-_|C- zbE`#BQvp!ntva)(7W!dF3#}{6RB+|8`V`>6(9%K_9gPe% zbXBs7HSMyGzIY218K!B<60f4Xx#jX43g%m4 zQw?Y?w=PxEl<7fnHDkFgt2+MxC-CakUrBTUH$5&Wa=B6(phNmMqqz+30VhUxH5?r( zYBNbwV*=HS#X=`Xk?_DuBqXI%%osxE8#uWI@z7hf@#nZ2zLT$ytal3)j%5>a-Kpe^ z5XW#>Ane z>|8&wz7q%7nGBJH*{N?%H_S+%OEn?}>{x~xrKJK-~gp**YR*Xpb!KSw$i2dKtbC35;a^G=sL zHk{NFL8&LsBr1U`NQ9e)AVXtj!WDa*yr7NEnM0VmhUI~|UWvY6*}pP@=7fp5mmxpFS3U!kVDJ+H~aTS5)xp(EcE^T+S;@7!C!5hu2jfgK4ixKs~ z6y79VByLK0j`;9Kx-SdR%wJXTb&&XhO=^1u-C9$kg%ti%I#*|%5t&qzmY!f{4&*U$ zqh;jYcu1iG+nE&B{h0Zgb36@5qJ5Q(?B2LQ{nB={YSh3tozrqxx(z;zU~+NZS~4Mo zTP@6UFPO{qMoSr@0#eBFJUHJ9wxal@iwz3niYkbopxoeB2;B9tICyd97N$DV6Qe#Q_Wn1V)q1SF~;sh=cN0V z{LVp}`DQ|aCUJpe11rA$IC3R=c_J3^w%VmfVa5@iSGO*drD;#)bjAFxm8S;0natU= zvp92yJnmy39$~P!R%#WEUJ9kN;ujgU4|3OP5Ectg1R5A&bf(d#qrmSe!EokA!8&KHL9)EYl1CE3RPS4A_g{Nb z!{MGPRjdN86#1*-h4P+7%=^{ZEOHz1wd));JXDy|<*rgi>>(gIJd>?eV+Ihla$2!C zvg_O#ETdMvcZy+8MQu2`H1?*dvbUVzW=yMwVc;??+5yC2U5yz30CJBtFi6B!i?zD% z;?t;SRmCdfrD=&*Xws?DGZI#Tlo{WLh(senpbiI7ay9_(qSnw&K`%TAOjR*3f&g$q zCnO9^?)D^TFcOtyv|c+5ONv6eZUQs8pk$Jg-$Dmfbpe3(5uw6Azci+;^6f$@|3%<81>EbdV_h9PQzsSDHxs zQ~dhZr%yH1-7MXRq<`%H0F%{89YSQv=*C*IIpC|l9p^?v@{G(yRHsQ9Q6Y=~6AK26 zSS<6Xf%U4r#+^B#&J4`Xm-77T#VL!T2(tS=0M2X&Q_m0t(9^~=Y*sAf+2z0d<|^KJ}#xAlIjZ2U7?V+s+Ien zYKr!c!*~($(axNHUzb#4nVFDf=?l}2ECU#UnAT#RClr$LHCIB?<;;?XouDu^?bvOS zinRT$*RK`hmLavV1CdK)@m%<_YP4B^(EE)ejO&*rpe$J4kfQ6MTD>SM!qx34D7I17 zwCww0ew;({cJ_YAA<>4aZKoMAl84}WOt66@1vx)dE~WNJttbs@f1bUL*H)DB>x#a0 zi8l`=lM?>;Hd4Ub!=VgK#=AIu&Jrqybj4qGb=RrHi2}71^;_`#EdbXX|RXflt7n*n7J|eMORZT-b`<3TePZb|6MwcEOpg1!__vpN_ zT|K)~2XL-7<6$jGK(f(oz{?b{{{XgotHHl5)#fx@9%|Ol%(;41`Y#||z2adfWt7*Z3EsP{`S(7TQC0rbi;#JoKJ)&Wb47VmB$?(i8 zN@`7bdylH!X|*%yS_56FXIgXzK2)SDd%08ddR)DoTrR+RdhFO2+B@KVywkP9ZS~w~+Wh-X zHr@;wrd)3@Ia_+j&8}}Oah8lHfH=@f0kL_8kja9V%6$se!F*V~rGHg>R8sjTuA@a=bQ?OAepTbL{v8k;?7dEnq*RVXM;Fo2cVew}sezWQO}%)t_I*I*KexixJZL9Uv2EEyP z1&aRWf612|`DLA)?{O2x1Y2)%5 zT1uRmDU@eg;jF}lZEQnph5F*jl9NbNDBSDR>FncA>E6rONFuqZ%M6A>)b)9U?rE3P z2|~F6h*~P#s$oVM9%vw%6|0h+z9~|{Onr9Ow6)i_;aKGFoP;8!WHxL~rJ7}B5eU0) zODH-jg~D-Dg&tR{3vys-%YhQCHwD#cwSHY$aGm7bO~IF0N#t=qWV7b1Kl>qv zTY7ERTyz_kEFjs{iK-cz)n>`jrt#ut7UEBiu$^#dQ!J*&q>qqUoby?I5G0;X4>9P(2Ug&v5?)F z5$vQ404~0wrDp(Yb#d(tSR41cukGE}YS;FjCyGRBC)@Qs_=^WI6H|53T0DJi`Mp3RfU`7ig-(h5Dl-apH?o7TUcj-KIU&dhM^e zr``TruNAY*H~!F{rRmIUz~lu+$5uvwfZ@99_IgFbFhYbZJ;e8DC-ti z#?_e{EKSA1A_yQqC);g~1J zj@&dg)v4|k-7C6=e-?1IV6~(kVd03}4&u<^xv*BYuZ6LEHUWy@GQ|x^pzaQVW27yI z;eVYg!6ZBd!|Kpbm9CJyD^dx5jg%l8yB99NkL6M+d4%z7IbtV9)A{{Qf$TBFmQrSn z&nKtxyw1y~cM#0t2kx=QmcVi&ur$OZax#?(*qRdIBHRtu6ge{>T3S%lj zACqSo&}O~U?TUFed?z5XRmJv-_Ti3Rj+(k?&Rt&J@9FOH{nX(vh~!C)1x6w~St#Yj z5xFqgp*C$s#ofAJ&(xmx;?k3ML09js z))ng&$F;kbi2ndqChWa~KZ@~4*&mnu*Gu7OUE`3=7mQ@eZmr1X!Wx5NYW=J#2w7qT zkI?lyxAz~4`u;A4CWdJXKRzSUch3ox8Ir@@RyzSoYku^9bJ_hR0^4<`YpPz;w|`te zjN)=R5vEX@PnFAL+nC&po`uxHOXYmGh8ve4I}P@iF-@I7BGxzQ@2-by>!ug{ITsaq zmTP2~)i@>Ko0byH*GPTr$j2THtBbLFk@%BCnysL3 zy(JX3@U1*gO%9WG_f@K|E}eJ>Q=}xAl@zJ+7aYuy7DLmOl z&7VP|Yooh3d;KudHgOxwZdln8Q7h&W8D?5AlnWqmn59+>aNwgPf)XKm?Y$}5?_am| zSG4OZUv~p8PWi`)UWtl+WV@Ofdc)`OBib1pDEQcN1mgCUYJ&yl;AY$jVf8(KPv64d zl(BqbqmoN!IeR=ZNUqey{i#6@qUx`*>Vz{SB}){X3fT_1j*+)-T~%#&Q$7CxmJUPZ z&o&cC-RIUF=Aa8dNoRp|d69;eJ&a>&PGF5Rl?Iy7eiKc@+}EeSub&zE1o9HiRG`WK z0J`Eu3J)oB2`88=4dT)6VPmn_T(v5uPEW8p>FCXUTT33c#oQ^k6`U6P1gSc6KP4=s zOQ+8R%ciH+3&O(a`E+AvCf94}hh%zpQ?3r5$NZc0bBeiX&BA=2nYe~Y?9VdvY^zK{ z04^(piq=PFKeg){G!jH>-w!(UJ;hJutOIBA?OYa>O(GeS%kk%KOXn@85b4Z{(+NUq z1%B}^3NvZd39hQ}-fNVpVA+4dm1y^m&w!UONjbW`m|3)w0hywFGUXU}U&Clx5O`#2 zwSsthL$Uh9v_FUb$}?#E_zPtGO#6b#UFJj@VB$_CsRNsGcM>?dHmsZn7jfbmOB9>j zHQMnu`Y&FwTVGk;KRy!cC=);v&6Oo`Wh&Q)D~kgG2~^DkP>9oNmMD7 zGAByKgObIAUibcNFlOZUo0!PS@qUvGld|x{$HC8twH(wUQG79zg&kI?M2|bp+7M-* zxNU0w_y=9ni!+Y+Z!nr;PWfu~m%J`MV3U1d7+6TTzc!VDK!Az}!3U1$q|EIO%Rx{W$i9*Ddwh?H_Nib?aZtf`$apy*5lrlk%)W zK?uY{&O-`Q=OTs=3zERYW@FToqm?ly?`D#22DiBa*Zl9%?QAYV z`D>NsA8mm`10zK!GO{q#{=BzE>!ZbP-|2uj3ApA%21v`XdqQ%~7l0^R)hSvf-HX>tp1Q|1+^ zTWk;sVraulfg+*k)27o`X%SF?JX@`;DxkI%KWtgkfwoP<+uva9+|-E4A4x5gJ?m0A zMBNl}N8$wP+y&BDrPpw#-gc9s{jpnL-^6DqAUwzBkr|HSH2X9FLNu`f@RaukD)?R) zFt`Z>x!Km+uhe zUa+!+kn5JO3-!L<$FJ|;!IZhtmsynoYWSHskFm?oait$I1yy24Wj@)niMtC!{`|*Q zUrviUZGLvdg$23x%|8LeUU@mv|TJ&Bd^}IeqL4U^Y{F^aLDH{1j&W6 z`iMtbs@|T>-M>rx_4?Ak)Q88D!43qH!Hch(E0$u&WrP94)j`oi2_ zhz@tLvPgKw_FmS6ShQ99`j6_RhBL(G!*1+++;^>$xD`+|WLhWro8jpx=l(x0 z;nR%v$n0XhTzC@P8kX+*pJ#Tr>1U}uDdkhTd-{C7U3|Q&#PT+dJBD8bTKNe3KIk>3 zbhmVC9d(*NR9{1SepRoZ=lN5H*+NXHN6!*rCAp!uEF@jrUc?Pfkle$H*?+zIg3asG zr>=wO_=;YL-hK>)!f}=3!5_3ePfu>?Rt~&5zK_xg^XcW)hxdO32bfs>SRO`>XD+7L}W;?ByP8z9Bdk*4f8zR)l+ZMK~Rt+H@#izOvT; z0F8flyNbEyK(|aCE^5;qy)zt5$^daL(*27bsH3df?)<#Cu^BVZq)y{IpHMu}!ezI~#kp@nRV#Kt7`+trr%LrY zfcz$&UVc=s2*1$fnHg;Ygm`n(RckNme;4WcmzPep^QTUnJ+e-0 z@<$8Luk|z5@Yf`1oYv>*K&tlf73j(ox@dm&KZSuM{-AiJ*evvzz#@*x_ zIt3~{8g%{a4p0}N%xI~&9mykiK`Qyf zK8Ps7{zj`y!?3JGX0RH%oE)KbK zZcl!18M6t(=M=i*8hCrd_X@J^jq6%bWmOOjaGyi9epr5`aN_GqR+XiH;{6NzRYx^{ zYqeEMXA-4F1A_@IcmByxIi0Q|CCMxfo8##}*-(W2n($ba3&JXO62KR~60EaoTT5)r zEsNF4oaJL7pJhr$9LV#HZc&arqAoI`Vwre07XrzOQruD$O^?nSpQB6|=&n4&68nsC zW8FbrO5*6d8mie|Q3JSSu3%kVnfaYF#Oi+!$0*EP%{^OLeii|4>C{p{B2ySI2?_Kl zN>PW2aJAZM2U>f$M|nq0&0V=hRN>5P+{!Rm;8i$FrabSR$CReP6oE#hsSPnClGMQ1 zU=&(XAiomL&#hEAY_gqeS0QYwRIc|i7lv74St-Ap8Gfh&<8ddk%*A55v@9~jtqcjA zfY7O{=}p0%X+>18?LR*S@%lt?(^iDa0VXlcp&;cUce%N{xCY03dv?BxGL1ws5~2?U zJ!~(O<_@(dgtRcn3lQzjVKErb-w;j+{LJE?Vy;rMGcYqRBtu}ud}THagDM;hzF%O* zMYgK9@+m%H$3RO)E{l;?n}aM$v0|uAcB*Z)qdKOSW-a@fRMzA}nqGRIvbQQym)JH# z5Gxkdh*u%)WyFKegII+|7=;%VBsE>pUMwr=TXmx~l;Y-`u8_%YWwr=|M9Iu+mJAQm zs{&;fYfTw2Ft)bR#I5W1g3xZ#qavI!~sJV2) zGhTF-wNJ4byHH&t#hb`1I*(SMu+UsN*4WmZasHgsqrVQOi)^v#A-n_6iWV`9aX8LFlo-kW7BMwJ_9 z^C^9do6Ge`pJOHJ@K)LgHS#WF8*6X4YT-Jk!UvhLY%v7hTDAQoEfqFa*I%!vbLtx!DT#mHy2KrR#$_m0kwFiEJcr=zC3viJ(EELi^?oC6Gn$JE7Z2hLR;6@b=|i0eQBa$ z@~>>n)u)m;hHU2=p*rd3RPU~rEzt){Cme zeOW8R^|4E7OjM@qvIxs8E?wo}!})+b>mhnN+gFF)K$DXUUWmEW7NTK%F_D#&a=_3+ z#KmE?nyprA8 z^~UIn!Ubs}+WTI*wdqx=xCrM-({*_OxM6i`+z)cYTVvS2&Eb^1IZV@tr%EPZhv4w5 zA22e(Ye^G2#qm_yQXZr0)|hLkC`$3u<-on+Qn1*U0u~?Q=F~87%-ZgEN=g|LWk{Nq zd7lhRY4an|A zuMV+YEX$VF>4DTqR9wvZYR4@OTTq$c*Vau;HBUes(OSx}!qu&|Wddvq>}N(1CVBfR zXk2u4ZX0JToS78*HUM&Q3ofxD!ZnKXQb&ywZ?8s5>qeV{WbLc(;;VU7i}O6HH3U9m zdo!Guj!7?8NFsA6{UGL!P{p0AYEVGtFbOEQDi`&9IT2w{jsnQ}26Y@~!l2_QulZYYU1 z&|*`}7}6T#(rUAxN%G|iL+=2-ZIV}MV>FB?nuw*LdcEy?1eIWwOm@9@D%Ogynx(}W zCu6m7Sb2c&5J2Zx5$yi@O|48LW#6<2hD(Ez0~|alcz7CBKxy+uWoN;3DVp!915A6C z3LPujTWyrZOKi7n$vk5yuvsuPjao})0-hbXb4w2bAT%?=+kK(XtzrFBcBa|7`JeOM z6)UOS^U6MH(_zk2<8x<>aX4~4)HcS=pAIBiF_MjHkz>-J^BG$Xx*b~eG?CVdnyUBo zakcSRganCFS4x!@P?%u^xpHzz9hlr4&rOTpN*oB40*GfIQ#Ar*X;&;Q-NKid)`Z}b zlO)`dE}#c2#Fq%D%I0O{gQ<+!2Rk+$TU#u2x%*a(@gcaWuu;)BxtO$uVLYJU*8$9y z;l(upTD&C%-DJCsad8iXW+rEg{CBd zQo77aU+#3nRi<>>nNe?ANavWQ==pB4F*lqEBOd7wt&eiN&^4ii1ytr#nwID$aRX0| znk85^V8g5duCNWBy>~XXjdINk<_UTvQWp*<3`nH8<{N9{{K~3DxddX6sIsM&59u5P z`+hxcDg%jXykAsGVXvMVaKN5Ktg_jY*ASSkW+V<^GK7Q5A$N1D*c-4A<5#Iu;*YwQ z81GLq*xhUq7-2BLh7e$dbW;)ttYU<~AqCd*?5B}t{kw9GWTp?U!=$3# zx1KV`kK{{K(OzQ6Fo~8;zR|BV6|@ba%qOmATKJ%>EhyT(FyZ1uoXaIY`##lmnd4aW zZ3U63ZcmmL+L4{k8hgJ6S3$S~2&;as{+MvV29RN9zvFRIF}5iFa2<1KSGVVGHO z&SPdJqs(bEc7DK@penms<;;_GoaO+ONWk*Lk(_27(m&#CU2xUz7V@^8dztq>@-vtO z^Bm=O8I@Gvj9A{O$^9)Wjz<<>G4&{`Mq8}#-_uuHt74{%R?$^kQ)qGJ?poSJvk@jh zNmsvG-yE{-_AJg~8ZKg`77f0gS%ye!S#o1f%jZ34)JcboSFvRP^nGg4ns!|{eNdc0 zoh*5dZ;`Ol{I?DW1cH41ycqM8Fa>Dw9WTQEm+Q^ zhm)bh<&!vUJj|S(d?QSR&GI9Q1G|PC(xdoWG{oCzq`=vNYp%6YY*Xt=aN=s+Fg30f zZ9kUKYxHNYjgyk4plO(r=!2#5e8v{;1ksvb_QN?PIhsKv7;v+oRbXnA>}%U-tyU_9 zOkYVuQnSJDyw-B-B4RZ-_Uiy}I`m^B@yCO`u>*8dWQ+qPQ3kVh# z4vHc{A;T+&U=K7+7aCXV{MBp!0P5*pycseVD`6?qD*JjKV6nIV2MM7e% zmE}|$_DC{g5KmuOgthe&l?ky_>r7odx^$%}TH$h=E>SRvhQI(c{{Ri_>`2g$R(&yu z@U-sliD@%ANj$}c`Z-|NH@BwX+ZM-{QheM84qqvIHu_DLU}jDx7H&qQ5}SZG8j~ji zX=MsA%J9}3Kq@0<4G!F~Vye1Pw$Dm3qgvTMNv~Uq2h3`u?la)_UJ_s<@6yDgQ1dp! zT%J%Lb%YjbHLJ}=yW$FZZGQ(p{`09UfXiIk4A=$t%#}V4>qA5_a_(rNsln++Ey^sG z?S+E*7^*A;PA)otD;J0j-wB74Z>>n-Id>eFe^?ME$PxyJN@ zi7a$<+h+7VSJ3$rI`?4u{>tf&aiT=9Qm6NG!BS9*7bJN=NISn*5V_Q2V5%ga6(7Ev z%pWAcqAv^O9v3XrLnCv&HqcyI9UhfjNy6%2b%#czKf>L$7igh-pV080pZ@9CQ*` z6*Av?+;pAVi`n(`XZ%y)D(OEo`F_rr%dFPGwo?u>6GsHvSip?jfk#!@#ALuDC^U4l zv$~7|!=w_Rs>32#)v9`*hM2n1UOL0VX%fVae{i5?c}tfLPD&8Q<8nhA6KpG#b7m#( zSh80n0dh+l2O7DvUf`F$Fwo>9#Q6~?md`S0m^G$bS0{X~aD0rA5h0Jbq;H{85h+Ew z-w|{#uH&`sbubFnt!u`kFPi3Bl=0Bmne>WT4C7m{w9X>!?hGZ3La@+4*~f7P#;OCM z!W4a2QKmdt^?2@WSpNXy@qsjo%TV(6rv(od071d zTyl{*NIF$hU1w+Ow)EmD%jR3pfuwQaSmI6bTYTHvj5jdR^jFLrtRd5>dnBQUzt&c} zbtu-g^RHUcmEf&DnBbb6Ddv@+^eh`07&b6l= zF#Co<^D94kjvuTq{t$vXHoeizcAW=pX0LTsujyaHxI)XMHN_I@VxBu$NRv-KsLmV&Ffk*^k%W$6Qy`$}f7$EY(z;52QoHiojq}5Bb&#WNvCkGH1T{HiI_>&+08&E3?UN>T0GR8G z`vHy{3kWUHF}2|xt`l#kmy=UIEyWw;E?mxR;j;O`koR|po5%{ZzSeJ{v3$YI6+Vz= z<)xK%{tMS_ZGIv1_ufWT+r0tLX1L?H)m~3;BxM&*P&%@nBU`*h+^kCZt+X_k3^UCis=R>)>HU9uj&$co%34E&G zEihz^rp^Y-b#UKmDma@$m1jwg3@h(Vi`e`?5zDn@uWj7>u8()};R=yMz_8+G0;sP% zjav9OUmRg>c_}y>BvvjNg}zeT^jGUn(EcB}tLyN8e-E2vFQpv3a1BGOX+uICe9f!N`K_TtrekumP;#zjQ zUrn|57ycN@%U)h&=0fIjscuMSqk)JOgOzdznSd%bs7MYj;4+^!5Yv{hbauN*M$zUg zKT~1A$1K*nS`F*i;e6;Gsf6&0AQ_i(ht?i#;j2zyn@W&i?3egkLfB2Ig&FkPy7~0? zOf145E6I0Z5-}H@>4#`hk+>03FmDc>S)Qm#x>?0z=AvV(+&n?HG*qgg_23(lS#vES z;g6cKhqAmx^HeD0W-zu6y{r^JO4!7*sxS-7uT}l6uiy9uO-~_Os(_m^9axhbK7gC0 zx4Z0HN5Vq%<^v1YyMioJo$gOkC8S>>GD`+S^&Ze>6RW1~I>$8l0}@1@-0- zfy$0Bx0!N-)n8#qzOYBaHa9B%{h`uVxqd77w;Jq`<VzbY$_L9CZvy+#}JZ@PhJPg8vj4=pEv?xy`ad1uy zeS|9XZ62e>Of}!Nm~M6Mz2dd&#;Okjb`DZLT42GlazMV@bc@0j%t0`4#nyUBU|FcO zd8qwg#5T^=*Y|J-iu;KHI887gooASj{{Sci`DbnJN4^u|Onb@ZVsdnC?i)etX1CK1 z@6oe9jm6;e0q{u&LgF_lkRH)nNV!uMwnq*z8!)n>dMK+U=Iy|SBK^N}Y3`=Zr@3(R zL**C;i^(Ma0HnL5#aJQD0zkIn8qrW8kEJt6tV0sTf2fJtYqoZ+XU~MI=*>rgmR-z4 zYLh%K07S@wuE`+@pPZ`k4k59y%hEQCBWLTrUAj%$z57p>4-9lMo8=Qz@DrP>aj!$2 z8U_i)Xm$2W>e66gdcLUk^M2{LHeSV_MPB~^;C(Eq{{RP}P3DEZ9$(MGE>$GkHX7Gp zI)>j9Me=bnVh1VS_YI)`059c^A;YwDbJG+h5P6Yv-3%;1MTP1BPg|V{;TRosQb-8tt|)x@sq@ zNF)*BCgZ90JLq=P7Za1whAGjc4X#G>nCxO6%n!OmOE9Grk!k+sD3ZYwWz84tewSZe zx|^=lXTHAvE)yeSFg0y6zC9j?yoNq92Otpj?j}thUzH9STFcAe*5O{k+ zqmzrng+TRsvjRuBnsVTKgKfEI;OG16!UrzOcz!T*Av|N3&SURB&}-AZU!0RFeax@D zM9XsrWV|Xd(igPuOFH_){rxzy0pjgt8DEkK+TUm$pHP^u59~M9dL?c?=^-@cI^SF% zoqko(@mJaX%j=lg8IgDl`^&Mf8L8K%kVxY80a`xktnSe;fvX6>ABXN9bX3>h^5T-% zkt#zm6WsthDF#5Asjg=`g^?9h=vJTK!)3Aq}C@Y>;=8?gjv zYlO!#n9EFhmlhv{Kc?p1*4Gznk+FChd4$10k?VIX9{XSulCTTF;Aw{UFWJ2^2>I5g?g-v)(ImpkaMg*VC|U-+a{NgdZvOyq z=+Uie8QyCAtHr`(999gMF@v%OS}@BNuOMs%-5kCuN4akib2Vzq*B#I!mjm1P4YT6A zho2Ow%I-~*Z*!BroMk&p#!uH>0Cz1V7q6~k+6*yaWrMc$c)wO9HV=BQe_pKB(~H@T zuQ3jEWr;C^?G24SP)K)_=+z1etHcp|2E);%Yn#~az3A@6az3gmkZ2cIW{SRDWGK7prFJ#1wcJTQ2{716O zK#vp_rZ_Y3zYzR9-*Icy{?*<(IQ+OnWLZs?gWZ&=k8E4Vi35}#@;>`bx^-+5ASj0v0cE>bUzkh_^-wI zAe7P+&}ge6njutBBoP5IBroDrZWSk0xCG_9i?;X0<%#Cak|t%&qw@40z>E7|5PX!# zI#L@qVKB+~*@I{p76Q43ZwYzgeHg9--3x0+dh;HA(SN&Y{M7uoSTeQ@NNpuP+aP3f zK-^4M+Nz{^&LnbGVR&MjLdsGm__sy|w^RiHWU{?9eLh}n911fbRgrEJjN(5n)r!RN zWRZfh=K7{uF*TZ@8#*~`heP+p?YAARua{?2x7IUOG!Hf0&tPciYP2)~u^> zNk!}G8}&A&t88Axx2w-d({EhOr(T|X1>v%VYUye*6Z(?6moNA7(%1J&)vYjkL;~v{vboq};hQGXW8H3dLwh%+0TtK~9D>0VB8aIn<|l|f`I!1$@40_}pu)SGv0&J*NHw_y z65zIY;$2T*pKoDjrP67s=ywBa_rv=9sn?}Gd@op6hf*wzPGH}$X4{Idvu>S#nH(~V z{{S(q0{8s>X7EwXj3kP_H)WGAs7<<$cThc{4ZmaVdR-=q@~7|j^x=583Qf>!_8K|* z_X;4pzR(ZmKlADG^Zx+SoLJ#hu*{}NGh>%%qG#kI#9iEt&*n6+z!`~8_)X74t-Y`L zeQ~p3r%vNjertNpJ7*Deq6fA&u)XT5=TACPzu!v#0Jn@YV{7n+h{2_0+8moiT`J|x zH}eDs`mHI}mHpj){{WSGaT;XL9sdAg8918Xy>G4WX+eCv{{TNPcbC8T^yA&l!L2Nh zjQ`4nCKDG0&`+TXx?`Ja9 zNU!%K45)@UgTNt(lK~~7<#NQh1duixh2AGmCOSfmbq*Zej5cFuFVpzrsK22LEuoV> zP9)|^pa|xK4BfR7?hK;h9cI_lUH2Im{{RYY`TXdw=(fp8{Ku21#FjldM36QTIX|*qK~L-(WPqAz zyNdGJ7JV;yZyw9vqw_H~9IRKDo5Pj%u9^g(SuOV! z3QlK1OsAbfHGfW1}MeDn4~fV0l-l9*nM(6knHG{QCU7y4TLM=2kmO-@WYX-fR7TGo{Ozr&Axf3k@hsT@eCMHEvCs+SwZ6kw-#rNzJ@DKP|TQ$flM7j(e$ zYGNFs8r9jdr_WP1T#iA=k5(Eign-{i*Jc{x!lKzb9UC@tGcK{_JaYtU2y?Z=W-6eh zvKWhzqwfk*D?u@*NsaCx7}rNt>?*FfDO^;hEL8f~F>vGZ<&oU0;m#Uguf~A8GdUmBI1(q z0f|9Hvkk!HUScRlFuoN_EMU!F>z9~7r}?m^3N;rFELE*3ikup174?DKxE3o#l0FI% zV#U?X^sNpD7f&y()2%Ua^#1_ue@dFSwoWXSPFf34xLz1nk&^^N z!c?YMQ9`Uk;sJ~z5f0460riLMVL+tTKF?e$R-H&Wu6`*7qYBvb$WO+VkWuqS5~_(Q za+T64c!M2=IyTEl&(T{Mn&mqTx90DdEOIhdMpET!fZ|f2)kqZv_^9H#VL@DzTDiu) zQmVVb%y8nXR;o;|R$VJhPCX<1vX>o@0R^7U7{JMXzEPX931#yyNU=AKNfR0&QKeFh zm1$dsue%_R`MzU%@artH(twvWxm=A%4NokKJvh96?2l0li zwOdS6B=yO916uW}%Cu*SrTa=zU3WUt$3lp-w<+cvNJ>})F;#>>I8$~xb{^anq?v~( zaewr)J}nDCWjY0lv|!0{z0!@&!_}pBrj_~YUg1^Lw6oOaL`Cz&6ab=IPLh14v5}vB@NJ6ewuc?lz6d|=*;bgh2T9h)hs=QTO z*NV!VWoOXnA{i>FA2T`COUdL|kCY9737PGJlLAS?SjAlyP-37|T;aALKC;|2RL9UN zt$I;iDDAYpBZtQFo9n1t(8^ytSGR6Ss&3*jh%+1OQB+MXU1mPc7Ake!LBg_)FsrHQ z>e977y=gNvGuttZRhgy3^7AWE6XPTm8vvOX4SPc@Qkd&aD39_N4g+bT#3B2GEL3W% z`820mu)#`O;ffVrry`>?D1{+lSOAW}8bkPf-of9l zGb)_FL{iSL*;fL!N<_m%)u+{0Rn2}&@_)%PysLocu3zS#GJ|FATgG0QNjN|vA}XmdPuR;^l^gkyc4wP4YmP08WOlhbo9 zT)WDj*#l5v2S+SM&R?J!k?jMAYLu#7Ib}PDIJPxvS0q5ZR4P=srIZ8^tl1(@5G`^0 zKll+53_+%!#<^n39HF0PM9VcZ4PIVLqHzgCo=EaBC_ceqRGhd4OEU^{m6A90+zpDy z>9cuIHmM~kK(+$+L+VC z!7QaJb!o1|hCHsVRn(BW(OxW7tvKkVoHegXb+6U`0FC?q0DV96{J*-q5u|VuYLrXo z%u{n3^$v~MrKW91?6}W_375#9wa{IH|UqBQbCMpo5TW{Si~J=5{2n0 zyH#?wYO7N_!)jBm>CIb!mZa_#CtkD!fNBHnqpH|y8r$oQc@GXQ6hyUQ#(a4Kg(w#I zVXY;F2a+Zb2o%5z07NjCX0sMJa^ifTaypS>7kO_o&DHP>w-)`Scfg$HJU&9S`5X5X zFRlP#SZZ}xx+t!!WLTP3t1CrSs>KyqO0@*Sa)dlLFD8*p-x-^kdVQ%q$xAY?-)|WU zXw{Z2d@Uo{jrD~drwa|KTAkv%LaP03s*5_fd%;M~z~goy@RCQCLC;o7Gu24Wp$-~2 z-GprtI3TsMIwN*^zLOPVi;RGrItD&(*KYdo98}tbP40P9XgesyH zu~br_m&6qsnTW##NLH^(2traNR&V|ysF#T-B$!;MlgkSW*K?cnc%h8O#%Z28mQt9e zV7DkB6DgUUVMF}J70qfXWu?odtaKd_;sFoz$?)IuBYU+d>dJw|z=0Y_g5|Qn+hgv=Vay_GH&7;_j8o zSV-KtT%n-WD)*QP9r}$NEyZfTNk5CNhdbNB7OY!%maLlfH?-A~eXkb|vG8oAn z&We?^5a#YWbn8-D{#H2xvks2n%F;7cBttF?lRb28%*@Rg+rpkm$V*1VkD`U{0^*=e zAxplo{{UCCh-T4(wZhfDBomZ;!p#O1%R3VAFUQ(pP{z%|ZDdO}BeEbY$Ei()YBETy zYKhIzP(|%n$0;bKRSC4XqQ11^!7oGPmt|bStxs+#0KH4m_X@|4z9H*XBsZo?&`mC0 z$(QB1^aHA&t++^QhoxJcO75MpomaS$gI1#_pEo|Zs7sqDd?2DDDG72eHtY3Z_ytj> zE0Z-m`Mg`jq(XqL^VP!MC1}x@Vi{ziq6+zhETxPtJW$BPD$XO5AQA+QG}c7L-e@Lm z6LMs*`AL`AMoSiSBU-7af?3rsM6G7vsa;jEc&!>}8&yqq+N-L`dz_D>vMm>55_gXh;#Nvz5uu!Giz;Mabs;8ROioUVCS4Nbk=ZM23VEQ%&Ti8w* zZJp^ywBT{(@|KNR4qCZ?tE_z@IV#|ib<$O?-m;b2jPC7K?mJsbKA&e7H11MQutno@ z#N<|FgqtH<$kI%+dcb0OuA-d?WlT6|9YSGR*Sf1yKoohWV_I=amqJxqige|~6ygA1 zB#pU*D9-n5dmZ$A2%+$pu0o+osMQbcxG&Aluesf0ZVvtSvv?wVGtx}cE0wuA7*ge>Re(JRgNtnKuL*O=y_N}5Bw@b z$9IH3;=RBl7h(r9T%7VcUF@L6Hs%*CV=c!&Fe5Q&@S`@pKqbu$Rfwi~v z1BG(@RN6IrT~#ZsH%=lEu6F*8moV!bzm1%H$`1&VE@72uBX?prjl1*QEg0G& zX2OOZ6tJWlixya`ghn9xFC%3QjL;qmHt!t`rEjpyPA z1r#vOaIdBpY--v;Tp+K&x9Y}2!Tgn&x>JsD`G}NAZ}XEfeUae~&25$u;2N&W*kZ!t zwwI^bf^IbihJw+4G^ZY?4QTKRb-RZUoiWoE92BUkRX(F%pE(-U^&co~yk#<9hyWeK zZE*IM!$r$`jSFwbq-rm~#`v59?xH#cgV<$vrFN)uQ2$ zvMj@uWsYsFoTZrCB=k-3RxbN0^R6tV6M)q@)v^~bf_TkvCe#wd>*F}i6_nO@iqSgS z@ZMzXR#ohBLE700aiiDa(u3VZ;&UpsgP1^hieZ8({UHSMyD8s?spzu4dis0TR+Iz8 zv?|>iS9Um>xR)}$7Rc5HSVfWa2dj`C__VKwDAaf*DnOz<(OiV{M-oz9fF%(mkj>%% z1f+v&myc#IFMmeHN-0k-KDne66E8HL+RZr87V`$AL+58Um!jOX#Zg;56&ZolbE3uazG{?1oD2VIOag|-*y(Igpb4F zJf@SoNH;y#&Z;=9=aOz_@5rHeGYNiTt%(_7P0O}sF&yfSs-t3vH%&@4h6uJ^akU1e zu)qq|6;+QGyVhfF(sz36db`cML{m27;>pT3Wf0v5 zF`_{*)J!r7T?s!L=;k&!mSQUtRTZ|OXG}Dmn%|_QS)qp15qs-9$q%84cWA!kwWrPe^lw-$=y)f4nEOo_WytOsX2KKWEH_^Pq8yibZ0o$Bq zes+Y9p_@5-ppw9)Otwdw9VXJbjAv{2RmWzpUO63oLb&Qxd8nm zP5=+S#=~r{(Y&JVa^OSm$L*DDsaLv{P|t)!90aPRP*8;N1$35%Cl>mJggjM%fx$!)l`m zEaN8Oke!OP($!64jTZIkhXx!pt!wqalgtJo&d6f+k+TU%M9L5eL|eO>5xwAY=aI8D zMgEhIl2fZ6R=Sj0v#PrJH|y4v;(E7aa^O^%6s{nz<%cUvCQW+#{hFL6zF$1?7qIWD`0QIDxSBT#ZWL`*|MP^XY zHxIap@ed6A(5Tvbl{llHrf?#6-d-LQnR1U1MCQbaOAL`>I`E;sQXtrx$I=3|d|wqQ zPPAV|_Ki34!PAyN zg}5&)ygTy>Zl1Qdy7i?xaIK1%>2s$~`JU?6ujS=h{Qg}(clYsTxn}1zG1%q(mRs1C z5CY`r6~46}R{7A#l@M?fWVOC z2Otn4hnm?vBa5obW=)kgN)QJuK!mYE2^_le#5slBg7C%rK;x@8UpHSxOp7mkHntg? z79k=EkGv8RT`ae#rIN56pEiB`pKa+38cCU8V#ad*GOu})LGs`X0%rV|*FRBhf zm)W3=QrZXNLp4H64V5zW-`VU|ZCh5qcEP~!WH%5Hn-S;r4;gE;~p;aWfUMoTw*-nhd`Fy8(&Nt zP`ymV>HEa=_Y8hX?m14S?$79Sdt!GqSM)OF+yRpZe7;WrijG?3#cc8^mGUfuSx0%K835^sOuBT8QJ>yYwKERoFCplx+EJfNP#RvaUW1$omDbZ=(v2bzh}j z!iQ5xChg_=m>(4L;YiNuwr~dS4aewFBRPCSnGH6!j(;Wfiwwn5bgVtO~5uT{dC+9rPEA#3~56NuffK8d6o*D#!tVluZGEb%O(48AQoL5E;i&stkho00QpOq_KC7E;1x6yWN z0kQ>|Ihp}L(aICEK0eJeI|%O+=)&5>FZ7L89ma}#vkLzJT=#VM^O2lUyxNWC+k#e$@DC8`up1-1+kHLdK&@Jg2gg=|;U|Qj6LV@uL#8RHQ8HYhZ2Dam<+mgCFVx}i$$oi0jc5hC z(5$ZIM;kAwbj*IWJ3^=5N`ARod-y6g`bB<^OsffO4X#J? z5gS7&CuRUW3qS!g#Ge-RX3l)UVs%U1kEi+n0Lqpm;EE072nBpWtW&Z$Y z%!Ev&V3xwI3^IinBw^;@=$2eXa z??_jNjd;m{y?rL^!FS@c+BjCJb}A**;ik&t9zF>y0s&rDHy?zv0iglS_hVp%df5`E ziC_>}-4ZY^+CIngFY0l5F!o%JA zxl@&9Jb*mKvn5p10Vb7r4q-|E09!UxwSY%`(`nmk)4KWp00&nnVY1c% za@f}dhTZ_kX*jgxbY!#!D$7UklrqI8gSa}}bf5QATA%axh~j?5ejO?qAKK18Go$4Z zK(@abfP%3iLJx_Ey@WvT*B_ImmoUhk$xjh$@(9FFZQ0)Mr(aAoawVTePFO^r8;6vI zhoQ@YuiB`J(P{`>dvZf8vSNbO{`kENoe)ZaU@w(7wO5def_J7aa1IW|-^eD{{s?a><4?-fo7TIqYmL z{*8v%U0bP7T@U&>XX~F9^5Fv&PcqW!R2v&q`H6NE!ZS*QdRaMXiWq*4n1zDF%5b5 z^~X}Xs}Fjwcb{G~*mLjb*UcB1kGt}8@s>4LSa|MA&nwm6u*RX57=_k_>-QHuHG(nf zx8kbl#S3$Jl{vc^WgZ$9s%V_s7f7JA4jNPd<|*}B%KA?gvS91;ZTPCM;pfGoa+@p6 zCru_ECs<(2t=eD#L9xq7ZHVRVV5#a}>>;y?FxP+He-*8MU8{u(KVj6mf;g4Ut8oM> z(k+P*$kd{QS%}p$01e;ULIx#FscgkLX_LVg+5H&lvC-b)@cYN%oQN1Cdk7r3Cvg*= z7QWhLfua`pNPRD*sbYs-sk+p?zpwXo_i-_M5&AzMX=Jx8a;q4=st9opOHPgmvi|^9 z?nU)Xuz zs|QtMr1*Uq{8!&bojCoUk24`{?7~l%%B|pJ(V-V^uU3UxJsysx23bNECzUMpKXhU6 z#+3fn{DM(?9HuLZrzJ&Oh+s?3jKtL_m3Xp6Nii|hs3sR9@RJUQ2W3JmSbi3E9+v(X zBN5NvEO?)!R|e&uHte#Qt3J-?91K|9lM{$3p_Z+wM)`LTOEYTg?$#aiuTCVGdBo-7 zIe83L_bze(W73MK*kkt9!)S~*8ld%KX)1Q!6UE&Gqh751v{ma$eCbGp{K?ED8E$?x zv%C>g6_Ke6Cq7fuO_DwIieK;Nh=~c z`Dx@zx5AyyM)u59QXP;xhz!xSD75HM$S!`7hGCaq7xH_oo3gBG=+(>a8^d$)7_ zbI*!I`fRpr&9VH$$o{8#5|e)x&8cTQ#%#llQLwP zYWR`Il zk`EPLlq=}0f&q)i4YI#f;XOqt%@ZvZJt2N{_p0NHUt{&H;QmKidq2yk`n~@Em3XoI zlTv)z8W3+L!N{!Cg3rf>a_dON z=tGtEoI}`Ki>kA@7OtiU(N|-t^G{u)_=S2_l>ODG3-Mg>@~HYRieWJ1E?(}*fKy*7 zX_kmyDKUSm5|ym9=%-Ub^o99VmejB2umY{~7b2KN02 zuDk32zB$iFAg*FhLPf}13k!gHm?Kc zet#6=yR-1j^^oRK`aAgXjPW#r>~}{p%22dp>_2)DNvC=*Tp@Mo{%2mCbfR__K%YjX zDw?vs6)7>XLr}XbSg9cwE&~9V`C)ISEU2EKO0?zLup@mvH4pD&ZB8t@*E(FPW;jDh zpK@J~4dw#U)yxxkX=NlZgGV`@kN6r_XIY2bFhb!ennel+j z7sNH(x35B8gZTTpZM5UnmP5ru<%%VRGsa=ekO6H;H_%C+Rqo$Bw4Gdt zZU`Th$k4W@N5R&6^o@NQ@@8oa1CXT0T~N}->1>2hWmYc_`Fa#J*4DqX>*e|TxMuQ$ zoc{o$cbFO2kx1_#*d!dGU!ousV{{TpS6Vr{K)LGtRm-K?+AhO}G-!n3Lrs!WQH5Kc`!Vn|F-)TY=KKtusD2!;{? z9H23Tv33}zE((;%-RYb)8p8{{we@@7=-Axmr_u-XV`YwH%OP$)kGMk?kn-xRtKq|- zw4)*^)89%1)2GUmr(esZE9FR?{{W=(=+G*|B&fcRIQZ@^ren3-u@i#Xzh#9*FH58^ zLH*u+J>Fh)rvmr4TQjnyWe>$hkC!x#i^`8wfyXi(1(0K4n*xOuvdk$zeJ`HywF)(arbu$0np^bje(X z^VAQIN?tSA9crQ7_7}v}m0wHp^XXcC?C(ev}WZEvgy0~A^rVa6By!41eV zl`yuI^ZE7nf3BT41QU1bb;pmbE%mQY?)Uq@hhP3(DZ$e%#Xj)_ZKvt2+C6zx{&)F} zMwB}I!TtXL-R1lE^+Zw%DH3NO5G08t1VThGkbDrs%5CDaxh`(*O~yS-f@;MR(<*gI zdED-G+jo5i=hDNi{{W*GE5Ad0l|azAk`8Uwmt+#%Kmz(3E8H|QN$T~~rN&guUEEE_wBH|f23vUuA?@{{0c?vxDT^6=~Gw3^>A zj$99L{Qm%t8NX>14lUx|&f|tcq-xY7%2z59#}@GFAZh59Bv!HlfK}pBA<3{X^4X-H=WSNN=jsS}% z1p@8|9bH{3=jYemO7!W+B2oJ{Hn|o*=l=lX6Kl%dJ&#{y zN>;V6%DsI50Q=sRt$J6l9bWw`?i1tX@%5OKDJCe>gi0C>ZNXl-i2I?MLZmd-*IIo) zuk@$y_x0nG=J+UW0vHb;0#({MWaox_=6F>F%e$r%#t2@&5p0#ztjwyaIKh zIHLB91PE3Ihn^l7p78~FbjL1Q?F;GRC4@e8;`H*;PwwQB8Wbk>H&_OY9@`C{OgNcZ z)xFjWBvnvl z$9>top^lkh-MWFYDcHXpAwz z1Zt9nirg$gP_GeErvh?dG-Z{ES=g}Q-0lrbIB?en7Fccl2Kz?LnxnL}%9PK|saeCk z6ih@AANwD}#FB1U`|3y|uh!47+#~+MIC4yx&XX$S$X1%tjU z(<|F%ZKv5%;gb)f;nnp`Y~#Cl7)-*#-2ihVOQspFDoWb;p?6#*(Xdpi+Eq)OJJ0`HT&|Mcb&$UaUhU9I&z2on?Hvb=%dR8(d7NKzXPF_a`kscA|j}&pDS-%ZhCD>$PVEdGi*aA;Rwe~plg+VM(Q$())3Zkqd<$;Pd(2U|Fkp*x2 zBbpFFH&G6T=Mr4@mPwJoymYaOO2t^B{y!@aW%nI4xpUHd|e;h z>4kk(Gigt;cl*#Qu+w2+wyEeeq|2QgV!>wRMcS3oGu zUJcu(Dz>X-wOLwx0FnvmC%KByfoD2H4S;=i00VKOU~dJ+Ri&s)nK>OKBVM`M7>;$8 zD)c0mN_2PVcJ-8V2y~N|$t+RMb7!-L#tgk;cvP1!6t0gJ3Ym;R+7?u-DMXau!HOMwd6q8w{$&$)+3kSY<(1@nuu^_a}yDAK}Za1oM^1O2O`|T znIp<%aNA*Ilmhay0;<;4vIgyy)y0KVaZbd#hEl&;jOYr=F`}@I!-ca-eMX#eA8Q6a zm90F#ob&7XQ~3V?^8Eh*k50{b>`!(%^n2%y400HIV2sJg0C6hV5n3VwkI>wqt|ej_ zp;o}REIJtdnjB47(XAm8yans%BPk)!Y{rY_Vd^2!tj_o>-Zdf>p$=BOZ z92aZrcWj9)_}69>Ob`ZJ2xI|VAbBKqAz6t@0iUNS05}d=eq5K7LzXAn!#cr$d&`6v zoVEb7CfA>~)nJaRiqsm{5OQ`V;q6tYzM{D%^rM}15``Ac zD+EpG(NS!KD4|eEOnRvPyw43n6hqsvqa~GV(v+?m;=|IF50Eiia&&o-a@j$Scp(dE zKIY_j=sT&4WOWd{ZH+Br1od1{m=D}!5;bbpTEb;(g`IJIT3W{~F}(R%nEbrp$8HA6 zEO1!L@$Xxna>q8ZCLB!^Qw!B51Dbf6H#b9CQC21WTr*YLQ_{7iTJd*?BuSbWxC{-A zo%bbyVBHG`agC`Qfis2aMkVM`a?@8t0{CL(S^~ve4K2zvi0;v7Z8s?7)@ulG&m4O+ zFPU-7Kg9kliASX&JGTch83AB;;$B z*Pk5^m*^`~rR!8j2}~G-%GC+E(6bl2QdaFr1vZA2P70mXU3SgW`nMV4x8dj~50SXgx#Z;ypDr5~o(6tlL0M50mQ!9zbR|}eO#AXq6VH$*4LU1Rw zKP;cDPD1fw*P7j6-f@_MZD<9P);FSitq?F2u&XwG%tNWPbln=)0)|)r04mQpEa(}x zVx$0B?{HgdUiiotC@DCJ6+kDaDk~}rDZ(b^h7ayuZ165JkcJGy#SX)27?RnPhnB4e zisc{DV7aK1RW6QWGEUZ=RHs(sP{sTDMKRW)0aE^}R12!En{8?Jo8iOP78nj_XBFvo zNGpv$oAY@zc4jzL3rQ@D?IJM^RE9yeGgSKwnoB^YZ7`A$D+6O4X1h8)>Ld^j0rCoB+3EyambsuMwUIjG3<3}sU(MM(EfjC7w~s#(^Q ziSEox%$yAc8Pdc!eR;>4?6 zT1A>sU2x*n=b@DXgcAWF)wp*SU>pcWx6z2u5I6J`DIjtE;EJZG2oEhglbTpyNsHnc zr-X8jVvFxQF9RFk)0Q#(#2!PF@<&-o^qb$i8!!u`u(lIQuTeoKc#am5p?^nJVVF26 zN(jNQJy(AxwNjYrO7UfxB_X$lA2z>oHJf6{$2~nC2RDo}gXUm$ZCtFvfezI~YqUuy zA8l1lx1&X2A5GSZI`ydjUn05Gjzi1HcI;(2z#udozTJ$<=py zH0^atT$}lIafPlL;ZWMRywuzZ91X&Qa}vJZG>#=VCDHzkEY=E)E5wHx$_=Pd6vm}Y zkc0(mwRHEi-2lDe=N7lIg2u%Ts)cxP#wRko`fh)$aXpfy61q2;@tNbv;;F z3NZ{Qd4llD(WT{B3aFe1Jp7{SL?wU#pRQqK6Ll~=y1on&ahM8^cNV!Ej^wOJR=J5} z2;njN?lN@Z_Nr7}F`6|U= z*7+KoP0J{$02xo)1vi{+NP$5=K>61MWU46Aj(0^7bcU8S1@ zC-LW{4OE%zZo2;fSGTCE25mN-yT0aO4x#LMAsSrUpnZVr zid+*EGZ85hC!wW4kgW_LiYS)|R;+Pol80oX5YUs)atJMnll<(GKgf1b>3rXsMsFP2 zL?|h94#^I(m6T~lVZ+WDq=?#`g@9rKN;O)oe%jG(Yd|p3s_b1b*7RbTC6-wgmHBi$ z4ks66$TFfAMv=;{k~=pHKG7(nN|h(08q&QYk?xpQ?RaR>Kq?e=f2+j8G_n5Avw-_E74kAqoXi!-6MQiMqN=;?I~#LG%61#kRw7W$aC3^b!JtMys*MJ&MW zJ(%j2b*o$ymRXw=TC&8jq(RhW%(}H0${Kf=OeI9^^j^iIO{-c9eb=_ptvj!RRG2%k zT#d!c?{_Q>fc|VSSBfH?3>27BD9R>Oxny|&K+l9|(YbVmxp(ngfJ2dr{O0qOo@(=X z@(C2qWtS6Hs3`npX@F=b2`;V;?^Pm4+SMA>;Jwzir&a8JDyoQjw(7UF(+oa8BEy?F zBWqzf%P5qkC=xb|p~h%!kmJE72tz3G185|crY6L7M5YDz6=Al`t|j8&~0Vl}3blB72e%BLtUl^{VFrO;}u5Q7zEW|GVRlw}SQodUy(yQV79t}AQsW5t6X z?iyV(a*6buyCyd*KrR*r0@sL^HyUW;0O@>4xqSjICCi_d$f4eY#AeOg{4`I-y=EsxlXK_f@g3m}6i>H_}QJj&!3uW6_}E;S85H1ZwSpp(Xy8PXw!;5c?*~8qQ_KA5*%TnwjGdivov52Cl^Mc?eP-GRgfyln9)c9VJ~$y zvD{R_*0pNat}iwY9Ffh#a%N5@8<0(`L$kg0xEpJ!V^SFA!A(s+zZr6c3_%>aVU9Sd7_K2XP-RTT48+^TTMFJ&P9ZxCX>tQ&P}YP@TYx$Atcdu+|%k zT%<$y70p}HnmVXWi_fnM4syqBw852BM;DdCPqDdZ5oYx4Tt^f*l2*o4(VI+CWxfxn z_Jyj#xByl(@(&d^Y&S7&md$*&51Ptf=9U1YuvK_mE~R7yqY{Fu$`#E|%4=xnlSl7~T6M=E%kilNTMLn)OtU==9zI#Z(h_3Mp# ziczf@Vy+hkI!P$bbvbjU*ORC6}0RA{r5^X+q+lG}`qfAqD(Pm&nLxD*0_bK_X z%XTP~jJ#LABDAXYaG1{(YhpW!GXq%4m{?a;hkx9@wQ+P)^=nFbktUN?63pJndrt3X znV8e&Sj8S^Fqeth194g8L#0$v*5tk19dWeo^YTxoTv)LEf2)rNO4A=eOJx}|BDa(ACHb8X8qKzj8bqZ7 z#o?&WT0@0$N>rl6*L2Y6b$=09uWI@3oKaWPkxMq6^0>dnN#wVez$Vu3TMmP6%d5XB z!9p8i2o&SbGTr-K6FuZspR0A;Ya5y009~HiV#=}}Cbl}2t_xhba|oO}a!C7`LrZgfxts%L zp^GFjLq@`QSL|3c1hW1ewf3VA{`-rKQCY7ejRrJh^yO^1W#5EvXU*w{Ib-I3dgxrVjYYdl9?t+0Ut$%jTD z>h_+SU;cbvURsf{^Ieg+9A4Xfo=|OfSEseEYqyywjqM`(-??r+t$S7<3a^*XjJJwu zlTsAw1Wt44m=ZM2f?2e?U4VP~;qqc{EZs{t*ZTgginZo-eCqYdXmT8nnodKxSh%id zh~>F+90o}sPA_Q|r5hAl!$P_pz#;1WqI||y zbIZeoR$P5cr2Q$PN5b}zT<-6vOC;lG{tr=|#(IfaDmfv65 zR4@+HPAtw#AHoWSQhNUVu>$Swx2~FDGPa6r6MpLYKDH&j{{Ytaz6)8T)5TedmiBGH z^X2g??#J$dZh1ErIV)RG=1x1Hg}Mcj_elQ$4^+SM3(teDMnypc89p#MZ_Z0N2xy%7 z8^n3F1C@Ja`=O2$l-*8-o)`zxeji1Cf0qk3cq!`Bm*W=4zei5)G#^14m`LRw-o}n( z<4P)$-BFZ-T*TtbVcdIHtn&Tm?pw~7U{9JhLw#!k=7JA(_l4gHeD0gC-CGIaR$hni zf3m(`mlSEVu(p^=XxG9X{w9O~kPG=y{6}0W%9dbN-A#M8+7izCmw(swyO`MzrPIuo z!55Da7&7EGacVCiUr~C)$JGX4g>5}qFEr*pOScWP;X&}9^H`pEzZCUU&nF}qp@Db{ z(@S$9er3Sn))}}7@MdXC*8;VLLDvcJ{{ZtaICP@-tf9`%S+F&~wO}7EXBD(M@kQN3 zkC-h#RM4&WoFRL&4YSXM@97gc#DP9)N0kA#N0ZBUM=T@{g+{AUzZjoOtJv8vH0o-^ z18?(HO&^k#d?%)qVP3g35{i)F$cp~}C>`y6_4U^Hvb`VODA!^f9WB4*r&hhOTF-%# z*>eMN4#~{OhBcxX`VmNt=OPIk%hmBlvq~bEzU0L!KS)~*!))`>{9B0*d>!J6JQxqr zc62$s8$t>IJj~3oV~uFQIgy&Sk?9M)wR50-Sc}xJ>eKIs{{S8ruu!#@NtFNsL~}dC z#Fw9HF9(snYdJ zTyUS#1>0YB(0*K8tYx!Vb8L{tswg^3H!Vsw7Xg&6!O>s2_f4l=Rqmc^wSB{EXo=^8B>q_moL+JqK4Mk*70>^{48xWT z2m3HFj+#JFtJmpoyt1ERrmxayR`vZ;xcPPI@BG$y;+kpcBT>%0#7Y1zOr^P<>X)k>T(>a{%?NA)#pVIN48Ya* zqn5A)9dMOl+q!l19_n_kE2>JiLUuSzg$6=Aho5d5IuJZ3%oJVZj`0dTU_tk#pul4@Y(}27| zNtp#IsWC*X)s>LDnH`;6BnHanh0U$h4Vt>iGag5FJxze={=c4`PJGIgG_dGodmd3v z*;IKIfiX5x|R+}we60`le+J`8w-1% z%ys^E#h}LAIFbXC_$BPD+V8|Wr^&zN&|}SV{MAQ_ zNf>39qvv9)iJV%LN+0HexCQ$o>bg)~uAXih9d?n2ZsK@{>LVYP`^TSi>)gAlR;)6{ z-E`rh>e#I&g>JO&>?Z8P{LlDtFz1P*#tJi1Jf8)%q38!_QwNWV1yzy5C^IXorpHzl zJMNWJw=@0wOJ99gX|&wZy83BnF_ScHVoEdL-5?MMOOyT8yw3OExx+lP?=QM-HR>O) z^V{^rAL1W57l``lD$+Hc!bye2B@0_&B0RrK45As;PyO|vI(ovAzSa8}i|U{D`p&}bK0^y^PT!_Uk8p6)Nmi3C-~ z9Ig)OlMD$OW-|l8F{DVKPEP0TA%&Hz*!>sX8+m`{*NP|lcy89zXO$tWNep}yva@E; z){FqJZ)SnkA5B*3Z^?*VJAa?Lp8o(oHL8^^8B(f>h-D@Ob_*`tl%V-AsZXPy4YnAc ziRF_*U8n5(YXLu)ALiKSOWFSbH`mYpOW*stfAT+fzvstBA4D8hD&naCm{}dIn~MBe zDCP*R@G3M1m70<_%Zv+Beyn(e>bV4v^SyjDJY za$g+O*ZKMJY*BLzA(Z@*PhK_S zF4DJs=X@V$PA0GX`_fT=as0sI3!PYO$$4#)<-R#(wX$+y3rjV9GfCkgOPFb09K|Fuxnef_TeiIgX6J-_cz?++5y5 z+m^!LMQ~ZlRe5#d1Rx6y{{Vz$nSmU!A5K(o%8H~%UBDn$YW^Yf;)Sy8aM7~O9AVEO z>ugqK4+2IzMQ`jJp@yi+2rt}s1H8nqp4sy0#s2{0J(5^F%Mx!$RUT*PDN_k)30zkrAdsXG8|JUC=Gx#r88?Bw zbUN$m*81P{!A>_Hma@s2RH<$~p8Bh-1u7=3%TEqUwUskTyA~7AzxnrO8)v-F?B1MK z4s79{+sz{co@8!E+>#L-AXXO)&gn&igIpTDVv>vaYVd(wQuiL+@6pzrTc%3M0~?o_ z@#?S;VAXO#;;`3y1b%G``=FmHYl|+Mhs9NSeq2)DH_VLvHyLw7S2j}sjVSy{EX!3F^JEv@lLvAM#r5g_ z;YV~oer}IoN9JrlrW9nZ6C&j@vwJNg^3{R(d{o2bzIP2!cM6naj?!7Ot-#P1P_XN_ zv0MJ%ChIAATU(qQy2c+FCz3>(k7`k~P&56$+Cz;OQiKy-Uxyqg`)Nw~@RD-wguq9S zOL67YPc&igEibieGBmVR>_-jxfwm|}_W9_JU;d2!ObBTf3ALh z>@`^f71uj!63n>Uvea}?dfgHD6`lrL0{$IO^$FZ{>-{{WA+L$7gfF(pKphucK1Me5L7cP@)nSC|>2FufqOqb+S% z{{X+whVSg}4Nj=jjg>H%&nWr!d=JHgD!CkC zcIvkWzP=5TG`c-kt^WXHAJ5B%y5jpbUS7Q82Zd}0Xmi*5F-o!bJz#oXn&rO{1iydz z=UV%`gZ%DWPm7ZL^#U+sF-Ex)V9>8#(XI0c4PU;coOa+4KbQXiBa8BQT84p2)v2Vq zl8s;ht{zC`MxpL)`rM2PsMF-9kf*!U!cXP}iw$;ca3)S4tJkOeUuWh1Kkxqa;l9Xw zmq!)#>~a$<^%2 zh0M>gPJqo-fB?Qn^A;}=rP2QY>*f9)?lg$yI&%@|ZSM%uz&inctZj@oi7UHU)-MpZ zQO)k{{Wdzs`YIc8e?7=E7U#j^A(BMyrx|6*hN)Juf2}ifj~CXOz*tw}{W|%1eE6yS z$XAr5eJnGXAZny%a{0Zn0*n!g$Pk$(*feF)OJjWxzo$z4zu9m+wdR!PFZpN4*m`$s z@C-g*FS~Zq`&!^^k?S>jO#s(GD8Fx)TK@nKfB4sBHkW4Ba%GNX!H4#;bJ}d_lOSFI zwg@nalwpDjC;9iJ{{R|%_{OUJitxt)aIX^fq_>aiF$%{IOsAmXVMw*hfnUUJ^Wk8G2^8rxO(;I4J-S<<65t~ttsbE z-Pim2an~o(v67jiALS^CJ6IfnRC+fTkH+L|3>(;3TObXet5#oM*T2j^$K}(Jn8kjz zC6%o@bO-BK_w>hWr@Qz3ys7)R_80plpqnbOA`oIp6jAn!4zT!tvDHYOo!E~~hZ(16 zGNwyY7keN=(va!73t?~wdwcDNqb%)IWbmv10A9E&b1$vjw~pP*_N&&C8`ypH7pGr3 z{{Y3siw$e%_4?BdaXI;SdKV;&zJlM4-eZ|kHmCy2`8aIkxRDiaNFbof~e1omw$xe)~^FLvikW~a9nF-b=U)xrz=uXP3cgE4wV<{V%J>7 z(*-Mw9v`cRtv;K5q9)CUi>IrSAtZ2j1d#z3i2nd%sa65s#6&lJY#ih1x7bZY$U6z) z*^O5-U*NGJsGoT(Nc=^r5rP>UMJFKLCGEoB#!1HGl^)~160!zj zFi&;zs@Aebdpl$@x*cC#UhP&LD6wCaE7xjqMSOTI3f25UO^UNvL-4ez5tWOO3q+6t z1S~E~fIKZ>sIUXnNn{1^DXpxUy)tBF6h96^EQEsPfg7p`n=ash@Y(Q4$IUcN+%GGP zGC@DI3)j*CGW}XHRmEDy@b9W4dZ}Yjrt6=bMnMTmRQ=JO>e98Zg*>TBi6fkpMaG*> zW0SZZ4C)$>;uiJ0ajY3p^)WWkakvJ$B`WrnBJ!8ZpL0+_zHp{_Q#w>7O+W#@M- z>Fl%&J2S+QxZYKPAhamz&sGb-_HvW>d0cuuu4O|`k#}z2wk!LY`^8#rRpIgE`Ya}8 zPO|$P?kN008bqezGQD}DMOU97f|e0U$=#D2wuw(<^it1gzO-4otP-2X98}uy)vi>j zDHA7|NuEY-7;Hw-a_eJa7;H4_i}fmnI)}r{YLuCVGzAjHi|PD>o#Kf~rWQy+i7-^x z`K39D=FAe_WQ|O}m1zTJ*w?FMxpZh`<>xR&%HChHe=7`&sFSFe#Rr8-Tr&r)h`93sB$D+nYg|Assi>JBHxfTu zQnamGINEDo+g_sXX(2%Vgyn-fPD4x4e9()Y1;E8A`9}bUA)CFxhI1xV;iSQJN8Zv>qI=d)K1z1TnKC!m4ZGWv9lr<4fEW zZS2-`tpMoTubQycZYxj2$&gcK5@M?_x130lVYgDpvOh(Y07BmldT0( zcA0%L4=VZ@E+!KHYbI0JDza~R5~o0-Yl<-gauT`U!}8o zHay6Js!~9TO?Jo~RuqDk`J3!37A(Tk>fxm**^f$d`OCL0S*gtY(Cog-1&Z50T!fiH z*4w&Vh!Il=%|ddEsYce6@-@oLK3;YD*uDH*4>&oi51;aq(l!PlTsjuiYD#nK_OS&i zxr&S6;w!L8AVx5ORNw+TRrOwbJQ%T5oHW}N^jFfLd3EMHG`U@w7ns>bdUdiwlV6Tq zA-Zv0k45;}sBcD7ZDk} zLNyw_my9Q}9M_Q#7k)Q{YEq?PMrRAx>~u6&{eGocQneGV=+6S`;c3pN(cdFXi<&I8 zl1Ux}h*2i0?%yq$!Y);c`FgtaXwb@3AcMtTzOuc1>xPu4@~cX9F(P!C!yD3QyuD!RZ=CZ zDitCFSz`oFEC_dJ>7fDTt}9y|2Zw2?0_3TcAy)}rgICX!k}O-6CLjeN+niiP_!(w1 z2xZK;yd2D*5ZN4|^L+b?+|MJ1*{p2{QxRIJ-pJLu4&PG$vZwuAx<4+qNt6qXi#{G_MiNVp9meCyI44>mPh3XL6sKZIY5D_j0qm7G+*#BD1VmOUb}s2qoUf^fE47E`865x zRDzjGVEo#GY*F8KI{yHj!6a0kA5Bn(kye_%Dw;S&Mi`=iMGP@4L_#>7hzuf6%ytGO zcczl+)$nYAq^`h@B)x|zb zd#9f`!VdocBUMFXxbArW05~S_c<8DcA${UAJV#RuY%k(neG6#z?16H{dsm<19XeR= zE3xEL>2+FWd{<;0o>IS>un>o=fmeKl^62&`nKY26F>>t+@R~?>X!9Sat*sn+D%v+p zD{I>`gj*km^4%ws;J0OrFFg5px>U}zqM##d%_u(*?!_AQlJJ4}PVKnuebCL~y=(5f zEkyG=QmMn8pp3x?bIf5D49w9G+wX}foJBUJ#A^~QiZMQql7dfBed%$A3kzWm**qHi+(xvO@ zkH+oFVTpRyY^&(cttFJ}N>H6Lq$cK9$YXQ1qss=C0z}GELONzDt!~UETuT}%6U9uI zrK1C(Dr%*D8dIfvM(w#DK;Qhbu<}o6>#_tsH$Yf>o(>33C8} zW8w18+t>D`O6gj3YerO8ROclht>!*knDMzhJseil609h_!tqH*f2@*YSmR_ZirD0u z;JP)fYep+SXeswHt5s^rr!TD24RXAMr5Q5{+J5Na1OP-fcMMx9SQfKjS|p1qQxw*h z&Rmr(E+lI{96dUIj6Xr{YiH`CTIiZO+hGnMm(tZz&Uoa{NmSFcVadF7EXVxJ5FnWBsZxnF6(iqordC^Egk zH_5|~D~~BlUZ$MH9oc`w757lU?LEn-4!0{Yq_VkmHI`?^1XK~wiGw%Ti)hVVmI>gE zQ_?6|G7L`YcvzS_6vi!A;$?|LRc2DSu;Qm$aA~C`ke+2We=cqiZ)P4ABsGBl0NK|D zmnuO=p-rmOV2U{=C2J}a^ACz5NL2_#`BQYct2<_t9{&KTul{M;Mk0K#_=Nl+;LH*( z zfUV`JMPzOm82e}Fq)@ileuZ(uc!9G9JEeAz{{Um~m~(>;0IpjP7?q>4cN>ww4_55W zPzsSSGGrWZvYQrby#)ed41=Rx$GTH_Us}_m-n?yc`I_ODobe>$yK#Z_O{snr)WuvlakbjMt|qjtrRKb|24CTDYev~}P*8Zn zn6;4w9b};=h#W{1MvH0naXMhcBWUnR3G_i$O&Ue;>yS4Z6sXe383y^)mM+I&2QaX>zo4mN8B~e$Ag6^QA{>A;4H7aE4OyHRRUW!N9mroS z87~Zmt-ziD>@8-4W2A%_RB$lq;u^}9uLhgysR$lR8TPX~KG)S}1Kjk@ zOua`gfy$BvaG5=!N65u;82#BmCkNtBSvM%PGIPCPKNi|pc{OXSJ-?k6_2ciDiN#=f zcKT-$yst51*6!u{ziD#N&mq^WC+`9^P#`_L-_<*N9@NoMfP3rkxMUwLU~?>}Po0ff zMc|Tmirh`SF1+zks7N$O`2psa7F8%NN2- zEaDPGB>Dy~sMs~}!eo+Vr7PD>Ua8lzC_n%Jvz1W<2UO75YQn=(a6Fsaf^&r+%uKrx zqu`{W5`3~nGJhy4^ip2kF-8_sGNM4rR#KE<==w0C#&q370*Tb@{BN>{AyvhZWu{=R z%IvnX8_XatpuHC-1&<*ex@-IY>@(K@dsbl@)!%iIv0 z$PQZxnWxMtJiWYR&=kU;@2O-U>G@c!H5H* zsN_Rtf{RN9cx608iUg$4j3i|Uyi-sO4A)HYA6K-*%}rE}eQQeer%Ux&We8tZ-91?tfvnw2!UW+ckuf}S~H9u8&>T!0~$3z9*01VRi&u}+-HJvqTwv2Tvf(c%l(XhMb*asXa``hNbJ7S6Tuo6n2W3Q*&)vb*9qNi|VGX zynmKVk%Pp7C3JXrtj68c>gQv)S2JpKsWY9QRw+`zo-JLzQ2ix$4YO&ZVC!C=g>VZ7 zT?)%?YUJ!rIv)YOn0&V=7V(q05m8i;qMH7?4Ng)c1v`)7Tm}p4b1H_AoiVYqbiY8Pfx?x!1={4NtY$_U8lE1JeCTQXK6svMCt&1&1&^aWrSa^qFjV1& zRED7)?_zGPe{Sx+kMr}T09}17C1j+|6U)A?TIJdA z{{We;Kg$Pfq2fC}mOOdw5|n*42Y;%WLgU zYg&8w3Ue`MEalwQ^8ElqdbkIVtQurWbl{Sx(AXIHM3z1&jZHgntysll#IU0k*s0Q* z4zyeKsnX;uM6$3BRwUPLvxKdiRL+i%=IWf|}D z;Y~eqbjX&~Bc5|9NCLt%0Os<4MraO;@VOiTe7TGRPd_j%H^>sneCSmss>(5%szPb7^b z?&8_fo-Txg1=#PQPU0;j)u9luw=HTtc8_*n+W!D9tvdPAztUeP#XroL)aKy!tXYr- z($E;}U9D{1TAr#x8nmv+vju*wYFAwiS<}y_)~C9yd?!&;RaUwwst#o`^=L@{0NoY< zG$E{in8r`q1ld#gJ#^l@gs^*skc}Sgsp+e>7fW28=3U-YFY}W|aZEW_JoEH56gFd}_^x~wga|fHYa%7%etjtNnlg3GGONoWidYv`t z0G(@vrCDew_pLmsTr_7(eqUGW^sRc`uhF|P%j_8gILmUgA{`Qv$?w1}Ubj4IQm{1P z3z-3!RCb|x)YZV2ChcE7wDbAayjh8aO%>WvM=5b-)Ou!o zwk-^jNh0)=GmVdQUvFi>l7iEhq!1u_1P+8wyMOIp?0v43Q4$m^jWJy6l`yr~5XH|z z4aZNWG>M4QOAf)?ruzQ?THg@!kmaW{2T9PFw&JF-F-LNIp`lyliBSp5a2SOb9yXhS zzq9)8Z9e%=cTNrYXOmHkzrzWf)(4bfr<5V@GD!NdY)o|K3gfVs=vQ_%+en?gcXi!= z3G?YycP?TomCX~igG|GgnIu0;D7YP_n_AW8G&9o3di1Z7KCC_e0IB}|E?Qx0B|r8~ z%P>>Afq|F>%ilGmaD$Opo7OQMGEN$*7OP#q>~!DBVx<27g;JP+>(i|`N8?(YRFyP@ zswbcCMd1kpKnEz$XwRwHi#``&NR~N*YM}YD!*JjefAH8H_w~g$=Y~_H<_nsImQ^ZN z`UjG6*uB|kZ3-4D2yPrz$)9^P?^^M8tWSr3Q}S)wczMO;_aWmk^q9kn!{ZnN5qPs9 z{2H$K61`zT7$HT-b<1_WxIsIQ!o6qqmkH#lv`J2EXEa2|(EPV+nh;E{yJp<5^0ueM z2Kq=FZ6J}4xg59<#Q2Wc?)mV3&G~`R+_@T04?K4YhgSzps545?69^4n@v2fGzkLOb zJBPzOwV#(>E}@%Kl{G?XaUX^eVlArz8`sl8(+VP-mSp7<8Q9o+H}L$wJW8`mH(<=1 z#ahF|9?OMgFUyqDNWGzBk~=Bf3K^0TzY_E;dKdkxUtjyUi5MPQb0qRf1AGUuaGX*a z6+CfG+WYI_v@p$4YF&97_rHhkbZbwG_36jn6}d#qD`V4XB&s(Fo5)a*<;;D4mc{$d z11hP+D@YdQq5GkGx6jY7&YTQjaVW)^a!DpzPD7TyXy-utPAOIaPQ1dqPl$EDv_aMT z{{X4{>BMtTz?m|br4!5?f(ZnW0Ss>TZ}Z1l>EW0}rVLs7G1phv0fz%Ea#kq|Sqz_n z3CcVGIJKa2AXgF;8H&~VrwR7GU3T3PJ#k^MY`^hemjMj&%9K3Bb0q_hCrF+{49R%B zURyjzAhaqpec|@7F?D|rH0_PDp1X3-)c!B?;@5Fu$$UJf0GN3M9adqVKOD7jk{ZRl zZ+!}e)i0oeb=-DJP@>qct-^Lk5txc^>uPK!xq45-z41^_dBxecMAEm(<8m$^5E<~gu&x&M*)4O#)k-twFXq3#?j_nv##QA-8T)x zr%p6EshdzTyf#E^1?0Gk6rKkhaEw)P$xvgs^l~DEFQY2xbU%mx0I%i54sjqpHj5hwiu6wxLqQjMPET2U_oXO+x$;^aT1wK|j zloOc{pGF#zix4i}knIV7vpTh}zpo6_(koUIXWXc8@8?Fa>vj$6rp>N7mX1`mmn%cN zHMKsQ+;qM_j4x%sFj8p_R>>3UN)1y3?$6$O=Zv&^GX&L$=oVBrZaBY(?tRvs-=~)b z48O^^tX3}@o+^svUOX7jC0XtVgds;N4LEHn8!S-^&@I_P_pojIS6F(Vp9$nvGYK+G z9JeawcH}bKj&uz$F9D!75T`J$8j_o9LF#BMX}f-P^n6@OgEEHSE-z!INFgaFhs`YP zDlQivzbI#AIe?g1G4T5CCnaELZL3Psm8B{5san##I^{j3tcH^;rY2Gr?_)6Yz?Nz4X#<%|t7bZsLUW`%xb z&Es-_6@wfxd6Ip>g8}v_bb=BZkG^0{T4Q zRQ{N`3BADIGXDO%-=p*4PIWkgLUYw_2|4QGPA54);v_4=73+ayz&Vs}X;#@vTJ9fl zGqmnL{{Zpeqc3%{0#dJvD{%q=hKhKoO5)S@o12favn2i_){H}If4tM zG!{#Z`=_7nT7M2UaaI|7EXltfW<-TNR&v95v{2V6wKaS=LZ{kyZ5Gq>%z=DC8z@j@VXqEl0@`$fP#-_ObnZ2;>;C|k7-Y({ z5X#~?^9(>xqeBcNl3j6Hq*$Lcmy|NATSMuK64T0_>660775j_CIZ>T-I*{eV_1S}U zni++9;L#v2Fppl{7s%jc-3Flh79Qrp`p|a$4urPbO?#*R04AM&nJF}Zw0D<8GJ`99 zsy11nc7c&>TL;;&WntPviqQbK;vflM_pLazDBOTNNOLgr?@uM9$J%7Q(QQaHhge&@ zA#fh8PK&OJzOTD})u*2n>GZcx@n%yDsg+|B*jm4KPym-M3+xW4;j4{Of|u)=bn+6l z{4dD9ojmw)qE?rzTDD5sqSb0jyqiUu<;bI+4f(8M%_bH%G8kXE0E6PhQsvOpOo6uq zH$w<+y-WW9EGLM0HFYE8#%0bH397p(Ve;BUuEO?Wh--VRSlWHlcB$ToAGBYydipz3igY~!J3`#QKgzv-jSUT*IjEm4 zTx8Pu!|`&uKzPj@!tI__BZe^524<+R>F@QbLt)pYI@B<0`PYkv`Z?x+MBw1CS{a9* zU|Ryp6Y7ewzb|n6Mj=9%`jun4O8)@kAL3Dbxw7F;GG~d`f(QZF!tC|7OuV&Pzh&0ul;lfxaa?ZSa{HFy(L)ZuPh~3xGCv#=N3AGSZIh z1_7ejha+>lX{b1na-qw7Rs$JZA(Ow2ktuW+288x!p)KSm6kH- zTmt$TRrhD7%2e<_4cv|ts`zdb!-L)Xxxam)?I53t@vZSAf%$+>29uIIT&^%w>7}}l zT#m|pFRR^)2pZ^)*B9i&@-wY?YNAM~O{YlCmk(fW7!bjd=+LlY?P2d2OqyJ@^CbWY zZ3kA}zmD4DT6S$fXChRYOV5|3&EvqX2 zi`DwEbcUVg4_==Rr}5%<%er(i872$IlV}XR4o4rlfQOfA7qLucjlYTnE}!Ni3A-=< z06h0_Q;3tAMGA7qAS3~9>;YwV2>{S}W?*`;$KsGipusmr<|Gc6x$1Z6>xtyKf=siFD#uC(D^6a%T`CDl%pUASg@eI_XT- z3s%5`UzuWit6F|luU;#Um-8Bnk?TW`3^*28e>JBJqK*SmU1c=7O%L2w=_~wtpZmC8 z;l-)uQ=~2+!xFsULJPmn09G46o66>H13%|T_iCpnP@E8*N*ls;1QB8{a@ts%VS;HS z8uPpx+SV7AtF%UeKmPzwGP+u6G==`V<|g6)0GH*l%a)IrW)R<9kqc9f0UpU6zLphj z`a=x+-8}rd*1!62qLCY(t$1Pf@DYtw$r|&-w{q<-*s{L5I+oBuK2%-m`ta0b+8h{j zk!-8m8D)_AeFIB&y$zB709zN<_Vaq^{J{SJB~X)VAZbf8oMgp9xtZ<##Z=LnOHDnpyTm4)W<%FRmwR z{ZpttO$VucK7ZlEZ7B>AK(s5 zamo>Y@o@c5f1gjw-~Ry1{{YL2Ey(pJ-sQ$@O`HZ^TW#>yZ4E#LrH#W%AKe?85B~rU z+`az*E}T}0Sg>Qm{{Z1WfBdhP_x}Lta~!YFGuN2TQFF(Y9$qqvAAU&_7cZY%k*K>> zQx<*vFw7@bZ$JV#o(fTA~B>UwRO~ncY4A0LPAZqui+dGAL7t9>YJJ zx*{-gImMEdd0+Hyx_xO!f{{Vj<*IbqTGSb*|kYaPG^T_qvquM?` z!!o4f@59htV1))Fu$OCr{Hso$e=7NKTeONtVthr}jNZ&wc8ao<$4SxAO3HDhp;(C> zNgPPl2tvP$b7f+QFdr&<_ZBz?o3(x_gNP?ckx$_`>5d_Vt18Okiq;77gcXh&%C|Pf zs(nADC5rNM8(Rv_oYb0wnu^!v3*>V~v}y^Xmr(YH!WbPXPP*+_8-L27^rv4c*M+#h zTGm}p^Bgq)0Q{`~0P<_aqURqkJoGcjT*1x^!kMs|WiC_RO$d}w>1#u;#|W)MqNQ|? zx~k*!E9zZ3ZTM=cmHG7IuA)@)mtv=%p}Eq(FZlR9{{S!fzu`_j8UD`R5mCY&qsXKx ztRbwe5b>mH<3j{ef;eK}I-e>-1aN~1DS2Wfi?}v(iX2~1om5O#&P-C05e`_GmkR;A z?_+j<(+~VY-P{pOq4rqrVZugQ8|{6azn6%tb@zEzp6<2s_jy->%s^moNRY@2geXmf-EKtPF7D@6*d=0t(9zV)oPs3?%p`b8KRAtR-*6HS%k${5 z6gB!48FDWVEK435f*>MwF><2>0zozkb580B7x7^i&+NB@fy)Ewnc_zQnJdXevDe6z zxD_OgY~RHRN)_Yy_!Qht+>#bpGy#=rv0AYKrXMCW`m{kzSgD4zrGJxJ`TqL!{{ZBF zzn7Km^X}Dk=zNawSeU3W>>lip`~pU12Q;Ool{6v|OrGbK001LK)wThf z*JFjQ&{WKtww)S@<|FX+U;;_W0I-6S#TPJym|P18K?1~CoaJdOarR;>T`X)mRKz(^ zWTrRm;=P8=it1}nt4}-u(E8z^6k>mpzpaNAYwo8VP(m{DH%QuiuU8_J1ub~5W&$2d zPhj%*hY*Gwgt(rCKDz>vC05+=z;TK3ii zty)l8vnW2E(BKy0uHe)Vde*9hK9u^jryXX(QajC=rcAS$y;o|vZVQ2AcGKF}l~jV^ zvib_Kyi!m0!o3aJSt&nk>smLfdQz$=t*b@uHBa6Od6_wrjOh+9ax6(^aviqc60KP= zKWDTFrhZu}PmQl9l#*5>iB?j;2$l0H5T)e`oyZ+9F@2RwqtR#ze8|bct+Fsi2eZ2U ztPM~$Ni#>giYkM17KgbzT%=Bt70Y&|dQQ&Op5wJOU6nxcDg&C)>|i0r9JV(4P@3Ad z4q>NA!y&~f8mOg-uB!SS(6aWH9eYxv5cN{AJ0*NR*`1c^t}? zGszKTYKzh{@nOLA2_-=l_QAb(I`rxfe*wu!7Hmi)jT}tuC(Q)wz=B%>4=Anl zGItuoBvTUG%;L;;O0Mc73QQMCs@9d)c~@;$(E^P*M8%~#&=V$N#D_63weEetmML)8 z6i8T}bX5uK47Dg$JV?=1L44#4i1R8^2niJhAf^m5tX}RTZl{--{25H=JrTZ|Wn&9$ zJPMvYB_A(MeJ|*s#Sfab0(N$=`084}0-!I%)}L048+2(}saJ(==Q+F^93w7Z5?sf? zHaqfEEEXVD9gE1U*h%$Vgys0MAdde4i&tH@Z(~($Ry9-gThnK)DOc{?BnA0Hl-Yld zLzfeo1RYT(x>q=9CcgUpTq2EH(1IwTiX=R=;Rr$!A&5FM zq($b`WfPSVKQoqgyC!n}86AtK%f(W83fXLuy9yPCKBbM_gl$@imewh=Jdz+vYUrtY z{l1i0UD!$}=|=rkQ}}LC+kj=vF+AffQ;vSTi*|>a6$1-KxG@4w*;s{{Dvi=ka_~j# zMhmOjw0>J#hC5dhEWb-9&GWKZe9lU~<(N4`l>5U#6%MgwIgxpWky~h_obM1i0!2{# zK&Nh4tM7np{he;>!9zH*#A7Und^sTr6-ULG+H-7(Y|2$5a6^jG!h(d5oOa$4HQKWG zYA$B6SKs=!?YmbTRAx+1%^34aH-^pZMZvz`&|P1|6A^I)v`QDlm|4udaLFrJ5dc*s zL^+ZapoMV&N@AF?zGJxotKi5+NM)X5MlX17+Ud+LP`$_&+8%`K`-6{Ir%9p(YW)i% zixa|3HqO+jJ>IHS{3)pdL?ype#<_T8j!+oeJbhbsbbo<~ z-W@iL!r0>a_60%Pc_Jk$5?V>7y#nLK-Ci$UdBKE=`&J*mbVUaNiH8U7U^|#F;_@mLaP4M(eYw+3DAboNMUy%W@XpDmTxq^471?lCT_HtLFN( zQa0j>9F0h&RLKJM{=0S-s;gbkts8^&D~hbJ;jV}234~!i3S!4=0tL2J!ykt!Ll;At zYJ#}ISuwf7(j&47LRKqk69w6Xu0e{JvEabh60M?_Xxj~Ggqg~3Gq7o_6|k(}Wyh?Z zt$R011{L#UMz@U=qwP%$snn^i*!Xx=^y|~^fGF;j-8i)bsq(0?M=5M6UKmQ}F7+w-=Lt67hsZm8CWe%ZILZm`gcW9AO!HOK`C=0^mYYT?VrHB|}Iig~4BzHO4 ztI7N63r3Lm1eSKACkPh%JJ8u4S_>#H; zx+>teAZ^MdYFwzP3}X5oWbWZjcI?r_z51B6awgpsLlQMux7TE}Fb`dbyfih9sy4#Z z;G8+evX!EWeL->yEK0JH9(a z=fRcSUOG-;%(E`TT%MGpMGapfd}PknV@xwMZ_3EIo*^VofU#jtp$K2On@Y9o@Sd!= zqgk0Ku1zv*fY|~2Ab_}#=FTBvE$gNV)#T7-DS}#Q>#T%FVnOC$Zwx2I2_%sbYX=b$ z;;ZvQxqF;E+lzrb(Y%28>f!O;qXn^b7H>#nFAFuQAz7PMi_gNi5ph!vDpIs*ikPsd ztt<6aRpxz{ap{r};~9EG0}RVCV)mKA-ZU1=MXUW8ihU!epK12wWyn}|)^d%j&~F=G z;)sxOhY-$daLV%Xbh+s=X*~F~IEx532=tcqA zu>*&^lsk%_6^&zLzBs<@j6W1Z0i13Ds|>?6YI;$EUBw!j^^2-B+1sHIz4LH1<;NFB9T#qjzif5jT^r@^D~P>VVK1ct%A(np zgD_8U54sP;NnQB8OIxxH13B|zYY4(!d+=hoK5qCq$0%?Zfa&obn&xt1Ql1ftCoCbK0<;Zc)T7ttMH z0b=m|0AYrbEHuKwUh7?U@mj3yG@`Sd6Bw>)X3l3vAkAeHIXXO%kjD>JI10f$Hv#5^ z2+gfYVI%75i>M)e#dhgUs6Q`vT38c^EMh^J&1C7_<-6b)<)HU>49FH`DxBV516JU| z$`C_$EtCq@f-l@C&-F9@7rAhNIY>C06Ro+;f_ zoDZy{AZH3!RQgx7wGYqTP7st!rpl$&XDpn#B4lJ0#6keE2WD{h2VKpZ2z5GgNc^;g z2Qaof0~AH`oVE^pHg5<55pux9_&sF$)~WK}H7=f!pu=3|Z!R3Pw=~lG2NCemNee8Y z1kkPQf3>T*wEN&5{wfpcJx32p*D0_=@s4PwTA!D7z=ivJ46GK>L4o>8eafroT~|{N zUpk5Vxai_9mzF`Z?Wtv>Tx4wau7_?0(2D`DF{MK-QGU5<@Q$a%8?R&T)>DpQzL1O9 z$d^RO`ius#OLE&bhao1&4V@$GVs^1=dmUyS4iPI;x-Rb4L)L4V6zVz}|!r`GpV%C+lX zpHF}L{#|&y@1vJ4A(L^`VKZ=RB3~V_!qj{*RoK;lV_7P51rWndqXSN3tN42ADy4sF z)4Ft{isAa*KaMXy-CEYP{{VmA#q#|aB{+|`3FK+r^;biLfO|4Vvqpy6rvCsW48DQu zmS||ZNE;e3`E}_{(v)e&p`7VI7@I9~53#2SP`wAct#u9lC1R zw+Uo5Jh9SCkdw$TXqo#l@%EQRu<TC%ZA@xdW0K6s$X5 zBv*NPiqn`FqI%`KEm*wPcJ<#roJ9l6IP?!OGZkxtCK7n|W(wg7Z9E`QZ-zOIDrTup zwc{^C9r${tKkDi4SeTkE8U^V?eho-$h?+10IgY0$(`u+@X4$9f|N*8&O zq=Q_*9Mz)ogtj2Q-&r6qO&Xs_YCfIEuH8=O`sWP848Y}KJGDte%0VLB#;-VGCAqX? znLg;$wf9$UW=1X7^*O{rBB(s6siAUpu&m7xf2o_^MyqP|TGW3m| zd=%{u!dI?m`sem<8Le)dDl5|{UYHP(nQMbgMGd9# zc_c`ifs+e7c)3wGmwkg(tOF>`+Oh3zHuFK)#IDoVr*$)E>s}Ddok2*yGtw5YX`RMc z$h$Bo_6p+V1AIN6c;!CVw3_ewh=NEr4!;#MX!qBPCd+sXRz%XyXrB7p=ME(Uv@6-( z73GWT_OmOc(i^taBbc4E?%Q|gP7PD(a`Q9g%^qEW0G8SoCf99xwYL~ikuGeBs!0Hg zv*=B(E%|hD?}4**Zfc6MtN;+I5gSIn8sY@++Vva^EaWkHT`%^2tEWa^86tmbq}l?k+u3 zgBvSSCi%CTcE(V?U3QIaIv!T{G=of1+J1aMIm8Zh%8KiscWjedg|d-La5!nDPFx) z2N$3j(aq&!%So0ski*rH?1z$RY*@V@jlT72#4khsW?#8y<^A>+WxTys@>@R?n0V2+ z-dZr3Gy&udT&iPvd<|KK7o;uM!FLcuFKOGE_g23d>(h$UhS`nY=HU5;Tg(VP%ZF1F z?Rz+os+xzRXq>?n?K|BUnhOwQB6kj|`>$W08A=))r1I3xPML6r;tp-$&W0tzx)Vpu=gcc28F<}g{}<#f4Mry%iUJ(Cu{Lm2E9l)Uqa`{A_mePQzbU*HNj&$%i{i znl#+%SZn+q`#-K1EV&(QKzwrq;oP$qmK41SL@(9fG{ynGGBl*EBcOK!dc5mTcXd_x zPYl85+d0==zC>6FN*UfT^{-wr z)Wh=9^et{nI7u)7$ev)w=eJ~yF8g&(HIvU0Y$6H1GS5)U9-2EHG_kgrtf`TaT+HVBJ(uC*mg9XJOybqsl1rsn z2gM2624I4zFX9>>NMHDYP90X6Y6HDANex4ZNg`*bx>6}4MwTpIaO2hqwCIA{=yKp{ zUhKbYSNG68{34-|44ZReHeh9pk;UPp1vozFWJ6V>XoY^m50WWXAb~vF%?Cp)?#vkN zds9&T+*y8KsfJ9LJD;>Oeq>?s`&yf4>+jheJ4qmQ6|jbbx9hr=ACm4b@bw~ST|F$+ zlP)8Xxi(c>$_X)29ss`CsGSA+6<2w3$0U~ry3+OX*M?AZ(ui5# zecO&NwEMSR7Y-b$Qh07?2blv!WiHh`6oo}29W+|{J1h)W>ckU8?({lJ?iK$4(}*x} zI0hJuhb5Utnx7YBR{{Y@xb>bR*a#@=UsR#;h zI>0b2QUH*RL2~c%<5w~;!k$`U#$Cv7;qB@ESpG9M4;d7AwEHF$9hpwV#V3yDi!>pf zDTuEVL>)H1tM?#kf2?DLeKBF(b+!86Tg#%onGBUnv$|K8p~s|-IZ2qA{ z{!4dWFs>)z)KuCfb!A2s$tj_HG1OPW5v$1&%Mf-}r~nT^@V=X?XnB)3*v^rOWhD}) zNt-Q07>k#30cb!hO{_Ky_xwb;3Np0yNOMa9)IJquzhpb@MaRWF-F%>jL( z8(*=#K;MVcNuj5r{QHkqzv|+r1TUf2>PutcTyF;8+nhjt8{D=gL7rX@wYBwoW1~?yc;)sAu0oO{Ov962 zVHco|EzH=AMT9C0C_O7d3(#SpM)zt~m0j71T`N`a~&ad_-CK^aNSv-J8+)*LQ~vYVX-C(?*`LK4fUyl`=_hW z?jLclY5vvFR=goR{z~!N$n^+AQet&W_kbMSws^kX!v{LR^+I|cy6^OlyZ7)aM*;BE z>5>#ms4q%WAac3#g?i=zn5J{MzwpMh9HN~uhHsm_i2=irsI|kkp65&uxowBW6y%yo z$jQuc54I}uuIf){sn~8l4f^d?{6rHs4ZU{OtI_aRTb277**oAJ#otGmS|iyJZt++B zivtjut1QJn?Q@sm(Cf z@1@2GcXI9Br#m?(O#_c{wfFifIn|nQISej$n2GYdNJ30$N3(Vb1slV*YpbShUE#<=}Qwr%SE_@Ec{FQpZEZIZ&o#&wE+s&Qp^!6 zmYg)Yyo1Wxj373K2dWWI!@@e9d%FI=I{yF;2GJ;TX%kaSnIJ0#3qlqE*CS7w3hr%OuGhJX?9fzvhj$c|(JH)p>iqeJj_``kxGH zldM)#!6`f_@~v+0*IY`oI%KuO=?ha}Og**BBpxM! z+GsD?BDDLcnlE>u{{Yj3yPblD#maf|b+DNl+;YGxbi01kTlQ@JWf`LX05SeQ-Q~kW zERU5R!-36`cd?a#MbpT)ci3MyM^DuR{^I_BKRWxmuN=W+adVT|otweR0K8%s1uITr z;@|E1uD*2r{;&8}ybnU2Y^uPMFy@1W&9&Aewr`_5kFJe@l|;=?P-TH=NViLU54QR? zxaGxOEQ+~=Y!9r+2F5@0S85%hNcP^B^Zfq+$M|t^{{TU|j|k_#GloQ?Y$Zcni9_uG ztyx0YI`IA}Pw&?BU*+>(`E>d5&xzQ*mFw6)&WQg2fA#)-eE$Hyi}v~nWQ?P^!Jh}D zPQp}8$do?T#vRc?zGr?}G;1@1t<$}0Y2*5nfS>5%N(eJEhHRFf?T%h1dyi(7=E=!aOd_divn?o0vx zJ%9N;YKXUI3Cy2fGTTt%fcHkHL{(NXcy=9`(W(VWc;6_sVii~?jBfiR^^)Nz|h;HSr z2d8iS-tW(k0(OrUN4E|jNi7;0P)$^)F3KTY@xq96!U^W{IkGORD*E|*2FIJYL?@K4 zlPfO1LZtN&v{VS@T8tHt+a_|{!|4}?uJi@X72q*_89zu<;T@Rn#G^bS%`XpZ4`2*z zhY!Lss0%A9fk028m)!7i`-+6+a1!yVe!{A<&v{{SzJxp}O_EzhGv zpC=2PFm+~0o{{FKkAj6O1~fs912b!?gF&MJja~5i(!Tms4=&qYyp2S9R@Ab!r%r

Da{?lw(xMGs2+Z#tB~%?2 zmVdOS5W_yC`x={5DNn0f;=_uyrE5WI8(6Mozb_c9^u>y~Z8EiY1-qZmU8jvkr%s-A z=})chr9IT?Uc4JJD;qUAzm<+w1$gt+W;7kB0b45n0JSib@^vN%B{2v!aeu}Zl={@e z*9|FJ)6SHoeL35dQJyTFGE?7#I4Cf3?ZOnF4S^ox^V=Ule!>z}PwYC29HK!SVcHuT zwYa*dz}T=Z;@wEpH&*6B+Qep)Y{&puc%&}_Vw4!dP*X%}V(>+K%950}H5(P-S7VTg zyLIbYRKwIL=~dl$m?xhyT9uQx5=iDaFz_}GUk=c!s`VOQ!i1BYx6rNyPj>EoIvMh( zxKCGEy_jmAFm;f#O0j?XFIY)fQf7EELx-5fqe^Dwp=fSTZWuf~1zQ5zxTw;-0|iTs zuWqWPiXSs;^G6OqfU1ydnOu@Wd_Fn1$O>s->pI4h0OShW7V0Y-(F36tJjJsOv0Fyk z%Bb#~c^D^_wM>%`DHJ`-K>87K&PZeG8*Ag)Nf1in38>O7QiC-FNd!a`WR617Ll>LP zj#46pFad#tg2WbaVsh)!iBxLyAqV{zBZLm*r-lpv07wiMSk<6{1a)YaZlz0MRvTqo zR=);q(RXzBY?ecr0)Ue&WbyHjXwz$sNi9Xnk;QDLajY=1w_t&iXr5C@TJHR{q+W6Mx8B@nx z+C;--e6S?z{{TbpicT5LECu(h)G@Y@w5N5~F+4>(vikMiRR+CA?Nr|Skjs_ckWZtX zEaOMG^w8J5G&sA$c)(g%B2nCRDkIsB04Xmly(bNy{v{Bb7PL zn6jtQ`^{Cww_FT=VWdDb=@^!g~H(aC+03ERi!XGU`+oP~#Z{T^zN0 z^m|-Pd@dL_jABfrp|op0u06GfMl`I06Kc|xt#HzP@ct%Q%Fp;+a0(tA zeQ@L5IHt}Vd_-m_0@g+WgNt*YpYP9Ap%}#kg`G|^JOR| zE5saaMpiOhxutv&{+q3$aDZZqQ<}B<$NrM7V_hnSi9)MaUTeLY{kMrUWlAY}s$+5yP}59Hda^@6yg@*Bp_-uj zpmbH|g;goraMhsdr1kUC$dtAcsWC23?E-m6*H$H)ZEuR)V48g>(on}esBs020{o&N zQs&bvh{BAj%JXvEHO%pSn2L5`V~Ij#PTxwSeh(fvIaY^ZbWljL;KGB_7NtwGx|_E= z5luGr%;~zdanri|D~K#^O@X9=n}^gKI2>Lj?NzY45A*hQf`_XpK|=okKM=n))mGK7 zU898GnRxGT^f&7^qT~2(q+X!v%F z#YyZ~f12xFGha$C+CyI01UX78c~LH)r4=NoH030-?y>a{42Zx zS09B^q_~K;m8HFn35xNPZa77x%qmc)Dlvs>VTH6)O7uTN-GumyHk()WUzZSUt+O<7 z&4NqKamnvTlex(E`YUcq*x6{}`Pf;C)ccp~x6P%4b^D)n+0gGDI&d;td1hjndzWJN z>239GG1h9xP)On$l46BF_I95d>UMOK&QSnJ2|wcEDqIj;u#&{#Oy>iXDO4*eGiNa6 ztV6(JrILmR+%qU8D6CmtTsJM?VfAlGTPT8ExES!2uWhA#z^xTg%Pzc26yyv6!kFAu zY_@2U2P{HE>t4+a4md-K7*ma>b`adTTEn*jrMGYSdJfall;YQZmfTp|eIA_NX`>QA zFKuw*wHGd-v3khC$}-%-%B=#F)rN!7`TqbWy{F$#mk6Fsk~55@%O|XhSjyW3u;34B zIIn%PKEn{&Lu}aEvjfQK0eyP1r8io=Z$({MV(CVv7NAceQiTClY=9ZGvk!68{GSM& zk#@CN?GuJ-RmEvyM5!fw)0>dP%mPHJoI>A)fgljiW40Dd(#p}Ti-9|g*USX=ZHnOX zoDm$0wvJvPHD(#`lQQRTH?iqEhfgk`elfsHmo8cuWq&c*)V@BwP6+UsB^Z>8dQn&2 zB4nCK^|lg;4@Puzq0DI!kRM&aWfk9-3N`A7xtxC{}V6`Nv^5q9nXV8Wq0@gcP-k#Xm z5LJ}a5d|{mk(CZcNr(hozP^Nm)y~*@15Rd9u7u_OHnD|KUFC#2IyiRC1~XPs zc%67``kmdXzN|M!ofT+0w%ykB;y%+iHt=C9WKz^}*KZ1tK8ps7{nq`I`dYYAs~6${ zZQ7{!aO>S_7#qW7e?NlZ8J%ur2>P74tQ{h9p%rG;d!4GpJ-qP~fint)DKj`(P~&5O z3Z|4_RgG$?p`QwCR!b{YUdnfNdAzsdVv+z>OT-1%hVnQcS{lE0f_xgEha6ttxBk@*pOrBarxnq{EE`v#0V zs@)*5u>DwWj#|Jk{{TAE-|*g?N|Ko^deDTMDzGtV2xcR3r|Gu1N8@fSQNf%C#k^LP zDk+O8VHd;T0GNnctRyW6cW*(atOgKBe=c){9Lla&A2dd;E0>vzFSJHxK;{ulHb({S zQAR{AJ}PNck%_g}4kHRkDOxGT)rVR&uH@E+wXomN+t!(QB zaO2gM=os4rPGSjVcMlWpy*eoP#}XcKWZ8=Y=IbO0$@r4@#!NYKkV9H4F`~NIF?)%S zZVTE(HdPz-)zS&OFz%aDqQLX*y{uIFFP%j=%j_iNq!P%=(`CEqLxCh>sqm!2cv^(> zacCi#`o~+h0anMUU$%L*Z%XxPwydjOl^T6co~t1oIi#*U{{W*x!qyB2Urh!oc74S$ zamQzrs`X_lMzLAAn1l|v zPl)gUa)qs)X`t3+=0_9YSC=FdDl#sWr!m8Vq>0-Kq`eB?)I_H2!H@ZezMEeSd}_`+ zk|czT)jkV1B_7nJWHeWN>m!&Zuug^4AH#qz{a-qH@hrscCs$$Y{{Z!CdNs!O7eOg3 zLRPl`x9tZGJ+@)_3`eZxj$+SDn_^o@qT3^@ltixF9uO;E5_D-m{A49{%UBwXbwpFN z{>s*TTdxWF*l9Tl%r;Np$0s(7vDZ1@n2X6P7zO~7d8~+ z-2VWUOwMVR0Zdk_i)KQ5v9>p1x&sJsENYsn^hYEET)LI5dxT>ZYwn{;_3KG1-JMRa zc41wuBU27(N;pJR(A>ww5)f4n6SJ`0-P;~};-1z8GqvR08Sq$=(vtG8H6a9XLWzVx=Gz8&YObOIxb}CF#3c*Jh+g3=O!AM8s^Wy=cJVyuhU; zJEeNz>DHcT?<&y@z4}2;e6u}P8lu)(`k-9KB)Acgev_t-ODe4~ISs8!s`G_cMRdc9 z4Qoo`!HcdM@TM*1r8v-B`G(=hg@uuvat9ApJ-31}u7Xjufi$YY`q_7k{Sx|%Tv%|& zSw$&cy?(A5b?V0b5{s|jpXPG2fyaOXV~SW7UGnM{helbn5S=fcyP>7|1MbDwttPzziKn};CVT%>cE|JAmx;-`-(N$?`zA|bc)6Xu& z0VQHavp8bTHGNxIXVG2CJa$a09z4R6V2895OKRtfjW=I7u>$-Mg3QQ@`IT>nq0%D&CJpp zBBM~d_~sdN53wufr{yR4 zo{L7->8GQ+>e!A_8f77JbttLG61V~{B9ZkLa5i_p<%h!BTyW6iaV>hWQaIiKOcJm? zz56TUV)fGc+O1*w*q_?FRXBvao;$X|R8VINT5Li)^gRe7`0cA3Z#B)S}#sZF0ffLu8I6qG$|UB2vg=%)22=rr*f%* zBWGvc!*S_|R%NCtpE)yS&rYSZ7TxYNA+U3R+p}?8c_fkE$uKbTE|Sw`_Vxq&pQWjN z%lg@VRNDOi0M{LuW!&0zm$MRGl^}|$lp*lF+hkf86PB+J(bcc5+gLg}yRm-`+UfX5 z!TNE&7Y?8nSnQs!8J-QC3u?C734H6sY$gUL&!^wIum1pgQ-WMK#3=I5EygKR0}qlR zPjvC^i|x*`KyWw`e^y?FlK{TxU;h69!(R$;nqDm9xiKvnx4v`|2Madun zOF}j2jN^{0(QxeneMU_tL$4hvQpVFJl;K8#?bb<@3)3{WCAuoFVmftskYb%C_2I1*H^$0$ zb`@FIrv^7s+~>!baGM}Pa_q>$KheFZ9DsI$>yWsZDsxQO+H_K{TTasyUZsZE)2_4e zP89g(g)4kJ+68)&fk;_NrLaL1A2vZq6&%?P2s>WkfZGAMaJG?%Pr_zX6 zK-G9auJE6qMty5jKRR%G$~!XH?oZ|Il0a#Bt4mA8JT>4nIPQU~P9Bua7UaMm*82Rt zVgCT10XfU;`;GHG9X}~tL&Iv*D!eZEdBsXae#(9NNZ-;3>uvK~c9V8t{(0y5aCJ{- z(v)^37a7wkFr}}lUjG0MTDWCf;^8Cm<(xRMefMlnk4e<#OZ=!=Yy8%KU#}l;GYOJ&q7d*M zj@5$(jx?*t)dJW(oL;|l3%8mN-78M#@~wV;QC1P&U`%zFSGG)>YPDKyuW3ACXz_iz z*@ThzOwB4LSVwx$c0FFx{{UR<{e9d)m?>(nngvyGeY_Y0f%dWOt0}6Z8|sYRmF~fI z^uPF@Pq=mYafm0CSEr#tB~ukDi3POO0^0%W)6)(T^3&#tvcVm9@JZSXlVOlY1@@1Xs=ml` z1@&brEYMkNPU%l~`_~Nv3pbbp?XM@dfOjlCud1i>1L;h!>%D#*tKg}U;mi`{Ydw;^esr?L<-YE#P$& zLjmyKi_obNhg$ytTQ`sKEBD8jep}~+~rZ_C2J|$1TYd;MB zzvaXaIu6doJiui`47ZcS*1NeEZya(yWE9m^{{Rn{D2=#mDxGL7y?1F6wfJ2Dd`ceYF^svTAb-*Ul8D%H$Iybpiql#Tg+!3;AKIpW;c7jiaE(KU zyGW~3XzGH>LRJDGRp$uFq*NG;usqje=)v(N5pi2ZPcc$_q(t3-ChXq7tK)j&c-Af~ zCMCYxcGSrplSV+LDmze|U14PjqV4)0x_153=lG`|aGWfXrhS5WtnmxS-j?ccJ-(2C z>snn8Lw{7GZMmNUiNtl<{$wE6nI1+3;l~_Z_JgJ=syeu#Mh054+UQv?OXy1z{a#!! zidgprw+XzwY!>As-74R;D^X|l%_yFKab51O`u+R}OlGTvR7!zQlm!|PT$q^{CEe~# zfjVif4?`=vmK)Ij0AHAKr{#^2*=p8RzcsTYHrl1?_%E7S9SyMGddfm%fa~&tk z-CywGMNb9G-d*#PA@tJM1dSzDnul3*W;T-x(^Q$p=bt5G6 zYAYKib1aFpm@5_+Bef{@^crBSFv}=F!aj^X<5K?s^XtcMCG5tX#s2_j4lb{!l>%NN zsv`s8+4w|6g{cw0DNNz)=V5ok(z^1w74V2BB`^Sj1BbPPJKT@p1~C%zi(;xd*go`z zAT|7vlSmdp2VShISdrKbA<{Jk71;gT*+nn&s;-@V-c;hZc_NWR`R-vkL(JSVB_SFH z)5K^ldsd2$566uhc!x=%JJ#1+AfG?)>(hW-W1QY=$hFM!l)SSragUkyjv2iiG&9TR zM(@cY^@wRy{{UU|Rr1_@?RxaBIG+6ya2fnRGBYe`ls%+vQ%K_bKGImNqN^8(45I_| zh5SEUyI21J;vdJ4EcR#F^1ciB?6qlvK&lD|K+Bwy0tg{rXNZDUh~hV9h%_+S`=nN? zr&2*CYIWr+t|q(TG@JdFtCG%os}$TLSq#cJIhxOWq@op$f*oF6kC zq7l}4w>C1qg#+J(3%S7}DtW%3-Q1#rxXAj1Oz|zi|ik58xOd-l)m)#s?%@IT*|g z1~kMn28#SqbV4D)ksDX)%2TcP9>@3jD)s$(@n>Xdu%(dMvu@r3ZMh!k1QB&#avV4R z0CoHKT@Hg*zo!cZeFmt^x|!Y$ZOlb0wBuC0IpV6Y8u=#hYi5FLdwIV90Cwlbk2i*s zrQzunP>lg4*kvyEVgu`N?fHR=AVELBm!_Ka4R6!qq;`hwJ6P}RYrC0 zo0pdG$X;vRfMzY3q@OR@J|F?EtNk6__7~YWaRd9VkR)qrY0@djPs2A~eSfmJ4M9m? zMwqTq=2Do67h!aQ=S}VJ^nT;Hm;||_%zIg^&UCo^?T9WHvux6{x}+pK(eEBHDXxy! zupPqiiqZYh-OizU;Xl{!^5Els;@K8C4g~ky0M_NLC>F@NEsGbuFGAl4Ub{itwRGK= z*1fAoyYLjrK-$Oh-Y~SB4hBBO-)hha1aOs4199s$eWsM$G(N1qpZ9yI!B)s*x{*Wl zWQTZR-%K_4E$XaTvO9z(ClZv`dHwsh{{ZDrcMS?*o+$9Dog+0pWN<=3{g_Npi;X}5 z$*^X-z9laSF$DhrZ~-F6Vbj$5X^1Xqa*l<;h(VY;c3{FpqyPXyySuL1M(CbNr7!Z_ zPEsfP_1e_FQRWeek`}RnuF5gYBXWiXU0yj=v10P@^@jfdUE9LketvcR++1Xa+@kf# z3HJ?<44r=A?3@Q{+kzPWv+jNIZ$Nzg{Bcnx=My?|2Qnv-EVVrv(T9G*)z=Ha7Wu~i z0N&N^2LAx7_;u^XvD$BC)H)RlgQjrQL3C?r>Y}KMd`O~+3}hpTqAH4O`K=xQ04K(2 zP2!dFC#sI7n50UUCIz()2De~bGo3UC9YvEM01_{x#;JxiR{-vVu(j>T)BVrVHuwAg z0BHXJQ}=NjXe?mh#e-uFhJv?sT90ZjpfSz$f@uWTdeC}%>re3Gnc@DFu5qk;93C?q zo7Tn9Y77)x_wNto{C)obE+V+Tl8$RF+5UO*@^RZ?ue3n`Dd*E`)yj2V zz|CO3^3459&bxp2d3(66{&6#+B@N3t=1kri;quz1VlVTLh4ulEXROsJ`TM=={{Y*? zTQ>Ssxxi)#B9kg#ddU}kt=pFX7u)&&095D=e~O(RvSea_jy4TTeh;DL_*;g1I4t2R==hGw7*TxfZz7{4`Y8 zrK}kg-@Wd1(0`_%p7^cvu>D)tKau>p-6Q?}UpoA~{{WZ2i}Lyl-7<^j?sS-*Fv3*t z!tr|9PPnCD`(gJ){XYBG*L~BkO7PKV2Ozwh!@_GSPXHeuvps`LvGxy&v9_-d?~3($ z8tZ-4@~{4!2)={R@!95Ynp_af3+^M2#m78Q+!WHsXAV%9KfUN#d^VqzIM4?bQ4mu_ zO0ALjYBB=s^30Mjd@!=bfsU-r^y!T6ig-a?Dvwa-1zvFi=7k61E|7RbhvsreuTH%Q zw#})8k&@N3470hGfEY;@wT}uE?HK<6*0g%>_ItR)GRPM#wtQLRwX+{7ewBLtQmQ!7 zi@b=@PP=l}{?DyHe@)whKvD@-Y#hlNMX>A_lm7rZU9if0cl!cc<^KNeKSpv^XFMWF zaGkF4k#&2f&v2%Q>@wNwtP;Ajfn%bsyY`CD%e#JGJ@~4qily5HO07nci4`$jR-RBs zh1VisG8ZV1nkz^iXK$uF{{X_AJ5)kYnY7jPu$6iuYBdOa;t)tL5g>R@@3U==WI3nA z1@EI5pN9ZDJ>L1AkmiLAQAz*=Bsgjrn_X0z4G#$4&4p^tjeQ5gx_R=Zme%b?fi)>(Z3}09WVNHh4!~%l?cnq_NpTzl@O`&p7j@tEFY_YRjc$0fb<2 zU&Gy1an!Gp_EoE1tLs{HTgM^sf~=2%QG*^j;l*@JI4x5jm2Q781!?8w@1`EK>*wYD z+0e8S6pMA|Qx}SOJBFf$IARgWnf1JLGFLd11&-PILbNFrP%pigRg}Gg)q1 zMiV(8`4m+|WVk&pQa~j!doHpdq(Mk2w^J4sR4nx_F=1-ErZJe9?Fh&sM!k$HcnGt0 zx2^kpSFF?1^dglax=z2BUX-P4N_D0hQ;f!?7FJgBz!N4V7$8|$G!<(o@k>A%}=~sR8q2n60C6BD5;jurVp-T2kiX0G{F{ zCPSN(&^Aa+C+(v%oG@NsGl6a8c?g192v*iXB~KF&8XUMXtrP}p#mo1(4|UzCUwWfD z)xPq{p9bus8#Hd_=2J%VPF0wBxT)Sg($6ltv2ynMmg zRRK!oODVe5HEUY*rwtxe<|J-SIOXzBIXZD6l{?914F-$}4k;ap5C#b&Ft^gr1-skQ zJYsO2RIgvUeEheH@rGA^;aP%GarlvtM*daqeb3i-e0vhMwM3aKr^8BxQ7Dzd84(Lf z$_8dikd}ANW}+eSiAegU4y225hQwn%tf4XCkeV;{JZ<|&u*B=(R!Bcv54cCX{^9&9 z5xbhXmj*ioRA5GpNz8=i#Ilz_6sjB<5JhyPbd@F=3dQFiP`V!0j8=QYr75-UTdxF| zoTDCM3a&`E9D+KYQ2D^I(=J5HzIBnqo*6+sBa^ocb1fj7vgSS3y3X;$r!Z~DZ(urK ze*A9O(YsC+%O!G%Ats!nF)tHnY=lDgHc|a_hEh_c^<5#|8Z}eZN{=q>z%V54j#jLQwMvLOOBlLrUVqAK<58LjI==%=;SpG9Mc$1OP; z22_CNJC;S?o?MPElhk*2T2{j9mN12?rF1~;=I%8p!|K1fHQLMty?Z@4!pyA7Tb&tA z%mPXHLP_N@cQY8AB0@w?h|RO$=(&w19H093=kg#mQkNN)qR?RzK6Uju-W$}CF0KANC)svDi$6hZ}i- zZ6jfbP=)WCa8Xt?Y^Uu10PS4`cAes_H$V_~(+UZtK`j>dxG=MW(?Zw9I3kQ1Qj{QO zejyP#)t(y^gpuY_=)~z`(BhkUlaAI1r3)Ivrx3eUmez#3dYhr%!)r5FRYnKW9Az-! z>H@0bX+~`56>(O*DOxPF7^_Uec?-_}003vkb_Udc1Kn1=015ky@Q;%U9It z6$|d$byfUfe$LzE(z*GZlN72w6Sl@S(E;W?QtsS=WZb#MgD-?tPbz`a)(185 z2I0Bxs%T|Y;;kvxw6(-p(v5yqXQp9cmu5Z-;lU#AXuu4$hMK8yA(IdgN+}W9%$J;W zh{m<9+{I$f)ME8CUX;Om*_*=uzcGdFb}a{-K&!K=K9bW)HzG_hTv1f8q328APp_j3;|dTcL3T4q(Y}z6=mpk!WZ!6p9%i} zy6MEe7dMEBn>A%Cu{oE?E%L(;ksTGc943};FHwoRaNd_pzjVf)Ib%_1b4AhBc$H#n zwi^-7W>lx65MwM2?uFRmk&Q%@|r8?cVK5c16n~vVeX6w2b2TJv? zN`bk!&KYb!l$^zZW~OH5MBZ1K7jmGa2Qs@3O0GD(H_^!S3#9 zwWu_2iDyqY;(K)fRU&RVG5Fn_VAzK^mJydv{6<&~B>JeFT}*14|Iu^5DP%q^fI#7 zHQXfX+U}{q?Gbhy{@)2P%^A$GwBe)OmutH!`6dwojWGoPGS9@g3~9&O(si+=(&tkUEhX0T9Oxu zv9VuCX86>)sH-T-)lFz!Tkf9=#YRIb=cyP?GNJU(#&ZdS%z{pJxSxkr*s&xYw3s+7 zrrsBoZRWjVby~2cBe9l>l~6yP%|9fRgK#vR1rzdAyn9ha7UrP%^w?c5a=jkmf7*kXFr zOqZGutN4P|l&|}E2+A{4GU4}KM#Hi^ZNV8qn-g-3R_fl9H`~XX@#)VG1JO5ibXG5wy+584v~J|$K2CF z*Y>X;vjFJV*D_{Fp{fo(t$-4V14z3=q=CidOdPdDAN_nfn+HcQ^K(n5V|P9qCycQM9Npq~u-{W&8Sk4j2sbF% zl8ZN|`I$45XAV=vl_3q|L@~glcicY+#_J1H8GDA3bE&k5!LtTSnY8trM_MNHp?U+E zLW`F1upZ8H5j#=PFliD;8_N8}Rj{w!BW4z;xekYKH08lZl&@^Pa?0&m&7nJQ#dugV zb2UfJ%#hD8Ga}v@T(txFvZ%bd!osaHx;zzIc_4+wO8^DnXemgcU^v4eWn4`vV+Pg2 z(aR;2tL>KejAa$d>6tgAjx`Z=;_C=Q?cO+$NeVE+#SutblJJrG$nyFxV$G-O3LJNz zHIh~4CMlE3m_cQ*w!VeFpj-pB^*CfxNlQkBM9I|XQBGF8FCv~Hh98q}Dax0Wr6b9o zES$L1>xKG3%*91pmEJJFC=59#bj_(@kUY?_V)KOJholxfq}|7$G9!d6{{Z5g{?p~< zT6y~MRgP+}u#HWol1jVFa*4fuwx7e!Qo|AnUW_7zb_*xPrNEMbNOTw#(;h4*)jFEj z4KTE=)8>ReY%PLpr3`z@qv@ppIo<_}s*0^7HDQ<-rKs03VWIBIepPGhHisTwd{drn zOOZl($yq2terk+|xndEL>R7z4g&5`3HTE1L2|)JM!6L=hJ_Z^e(-OL1xr-fZOL%$| z;rSBhsS`;7hz%3iKKBmx52f^cNiA9llG3QAfRq^F5dyKs)*vMT$gp?01+*cJjHAvu ziq2mw#`ANTa~8-NNChhbdFIEqFAjNB)oCmc+R=lmcWN)(YvkEoHjdXtwWU~0jWShp zBIh@Zw;+-&4=`L>D>EK6-E$dg@Z|yawJLNy>=q!^O8$#v%J!b&v-$B7gXaW=Rz6On zaXBt;-eoM7%muf)-9uqikuXfthf<^>Xjw3#J#Ld}+nM)OL7(ux*TmKVn^ClxLdYz- zip(UJ+~-G!El(UK_V?nf8?}v?Sf%K^NW3_!A6K;ai);6QqiOdwtaU!{DN!y+L#Eoc zY+N3reTE~b$c#fg$v^|F4q+oq+K@>90L!NRJiaoFM#|_Rl94%@_2n=FZz9mX!pwZf z;iqj@!UPY;80|lZvuXbTjC9~K!fBfG%uqZDB~u6)Cg)CcK+0hjw64L+V(>o==?ZKk zqqg%l-B^|K{8#)qXrb*eM%zAQ;~T+=4#?zu5+Xyc-`IT-#oB1^w zvdV9H#03e7Wb6)=(W}!WE^&ryW~Ae(@-^V&Vs$qL%P6sSELdxaSJbW?3$9z+Mo?!o ziU*RO7@OzOsocoqB9uI0Zq-$QM-B3D=+vswB`cv?c9izaE4xuwS}3j+mFd$9n5@W* z*v`D1n8iW47;dr2sib!!YRFdePmOFry#;Ql;FeUky6IGjdsY-zRc)1MDbbsC?JH8e zKR9HGVm!8|inh&#?4%PW38`~liug`!8(49TsMu3cGTxE-_1o*wt!YLS>(!MhSHzPf zD5k`s0tpcSMZ7*3EZ(*+a0Rhe3Vei9DirvW!^;T<7+`2&ge`^@VT3FjG+n@JvxmX| z0GI1?A(LkUqSH5;s$ZK@@m$R1j2igHHacdM3acaCLaOsZXIfUOm$7KC&ZoA+MO39J zNqv!ICtTO6u*2Igx<#QwVdvY-(S}(~srz&L=}w;hyhNe7xSljFX!ve1IGMFGn0E=9 zO(+Mj@Ocg874=?-=1bC}W9rwb+*T{vy3@KP@ z%v0$C`|qwVaH|Uc0C&2aDJYjS{qOL2U2mo^Er=4Hv)UF~4u{{V}fFf?T% z%()V!s**mIM7I86^8yEHgl_1dwND?7i5oLj)ZNK>yJ^jfVYqiczJdG|f-@n!V>3CC z$$YPN1Bu}flv#juq=%B)wK>ZQilbKfxnUg3Md(x*!i)CBep(KleEKjM^*l2#@^(oo z4nllhNbtEtqA&zNQo(9taLNuhA!{OSKv@83(kdz3D!xR@wXHS&O*mdA6J+c&yDp_c z*|vrBA1|a9oV+17w`;gKi^JUabtctn`99q8LSJxPv*A?pqfNJg$kk3yB}9Q4@6~Gy zlL!EY3>YzTcG%zox-7MYLV}hKVjrF;0VDuH>x zRlAm&SZ#YmAaxU0=vjXSUoJLK(*OkLLqp&Ze0RN;y!~a`SoX`@mHv7U`QO9WSNwR1 zW&5Mu5M~KJH-;F#(F*;U0D2nG!F8%@r1y6phV#nip0{jpiW7~C8IAS9PxG4g(w-+f07xx1S)(9napsmsE$7vVUfBk-+mlZ*o z7-T8=iIpqI9+)Sx60kp5HU)S@cdRMO&g89PMPBD#+ z-!w3@mOS_1J4V=ZJn_bPW-ndw-OZ%~| znzOyY{Py<4q=zf>9!oID)5DYJMVR%p(euyI&B_H*-5E|jQDSU+fwcWYaQL%UzF(IO zHb7yO6_c=F*(YH7Honu6t~?<2m*@AGYNVc*uj{_M{{RZ~90_50jXK4e9KE5BUd)9{ zSVhM@&$MVM$n2*~Q;Ju_A_R?=wEAfa{g+R;d$!&Q8B>`=kC(Y`6^ue;7{h2(p)vBq z1y{Q*_`!v$keBZZarlRE>-!_8T5#1`PbxWrRHA~~0n2a0w^OP5>3lCoDEEoPyLEn+ zvC`g{E};fU!J76qao@dr+K#U3`-h230jDsk=@p6VzWvkj4lpd0m{SG$K6-g1@*jbv z+}Yk(LeCK$^@GOejuWZX`W9c+1YfxS0Hi;@OO*0#7RYUk@m^zbb8kbe9QxR*(nBkt zg%&2cZi{aDu&4UCi072Slpic$cUI$)c;)Hw`5G9!Yz+V*$L13)8EA^=cda{Jt6)w znif;+F?*+5q@kcT7LVf~^oVJD>HvzN|WTT^%@QA@eEzDR(M~;y`9V7Fs4>X|2m{O1=%1;mRrf zED#`e^M2@GMeKIJxz~q!G}%=ONvO|MgPI^gF&B)4L7ctM^KEdEI-f35ncxBdxBxI8 zKv*&V09-OT8Z5&WS*lNgYY7Zte9JNqJcft0u{g3viVF{*h5rCiWBWagJpTaNR*r`x zY{)iNZ;_0E?&)@Y)A@kYnA6B#%+r{D(D`|Od&hYPBCC%nAw0UnHiRa zu<<_d_%l1Ui*3+_A_w6;v&+zY_&H?!$Zd1&;5Q~XS9ii*(S6@-eQ5!etPrgyyF$08 z{(n9Y>nOxhqMIc{risV_wImB0dk4Fl?TcyU&C1=rqxAlRHoG?B-WukEspD+}4NkA1EWR9Zdw*Z^%J748X*{_y<|8N7AxSK1$|Vh8 zh0fN{y>WzTOx3e3ut4q~*8U^sx|zj+XS;WBe4_yId{A7$;p`-FB=GS{R0`4DN&}6S ztg`*u<|hZZHtnCTQ}f{@=PF>-eq*w83}P!FF_MLB6EwLOO`&;Zd5BZgy!*uW-ExwRS`n8FNl}}tPyxa@{cr`+z0*`7@-WwlF8)`e`$v? zwz@sT4eiisNQ~q>wtWQUr1eH-fN8^v_mzZ78Y;fD0OcW>sxRTX)0Xu9%dZcfP^pmk zK0_W1VjM?@&HT_k*N6`){Krrn$F8YKdg}TXAoT6~XHBR+6&PHDFt07;2~<`qnE~qn zAXbE0a#y!bzjRN~skngy_a8~;xU5&?A5Y&_-Y-5SdX{mB#2KavFwX42wE3e;qS%qA z-X$8%`$^j*8yt)M7}K?M`EbWxmX;}y%7sb?0bmVs4}=D1ZOC#lUoAFSOvBxWU0?e2 zyW&Eq7tIN>V0g&DO1r+uRb(IS_SEJTqtcn>>ubOXKj!r9sICC6S5#&Ly_G@2*ZcmDcqy;#B+haQrX( zxRd9B&LY`FV_P<545aNmK+-O%HZIj+X#uqG-`>L8eQb(?2*I-otn#U!+Fp4l6s4M& zrkgoeBuPsSSeUK_os2A5wP)7^vhOpxA;BAf->tR(0Hfgp=IUrZ9A2^5F zV7&ScQ%`Q=ST2urEUS2=k`}*qKw3GUt`$vA8y1EhglRfDT9AUs!mBeHsO;Dnp|EMu%xS zc#Gj$I@7Paf;36#sx;V^&r*nzxS@!X;_^tsM2<<^209-?F~CJKT7UomYAgu9>9_e= zu*hZVHbSY*81hUP8K?a+ObT)wg6T&!Ge_ahrALd`dM`uxe{}nq{{SvOVN&6h>;#9X zvPyD@DO$US`+c+zxtHqvmz(4#zvuqV#jL<3F!_ZWk40Ee_8Hv6ez?-;ptaMuEkD~8 zA{(}_IU63ohi;v#-CjIlvJ2zNBr9J5aoLFV3cwE8G`@9_-0M1iqyBa$#Co;=0A~W? zM0JZlX_?0B7uu8j<{{UUAUw?n{#u+2bCCKrHHa8eBE6+9x z&$^MJKpY%gIBaaf#Sy4LQ_t0w!}Iqz)Ne@kQ9;boQ#N*pV9-XArGYUANcB zf&4?S>VLn04rn@ShEb75H5i4i;&9dv&!~2V-#3RU<9oQG7y9npab>XE*#7{Zr=>W` z6{?Pz3iM%2O6RJm4>}B7fe~0dn>z#LZD-N7!D%RCP*a!$B$qk|*j@H-<@A_OF?c;$ zlbB>-I-!-sW)4MPpccllfNH6v6ulANwz}azyID@Wdm)e#Lx*9fvkw5B0{I=QcP)QE zWpSH0Wr|<<_ul^iW%QxG?>+}aGA7{X!`UQ|JHI6sK$~#YXhE{Q!XN8q?phRUb!YY(>U#9`(XpADNm{nOjQhmI*SE;w)Jq6MS)mT-y z2GBjEqQuu%%9JnS9{tyf(-BLVQHEnTo%&mpn|trme0G?eOO~JC#D6E;dvwzJVYCJD zY#T-$p^d!8w&7%2a-QKz@7QEVtPDcS_1%8`tMXf4)c#fS;2|)d2GS>*BIXogP_$wb zOfFh@J)uEWv*~ndMG&yO{Hj==FWv6pw+AoD9b(qFERHtJQuSpRIb!<<1DH@@lrN(0 zAJsk`{(tk~b(Sf7{N{u9HLX=#$E$)$xT z2a<)ic!JTOv*=s$^u;(6&6b>=;J=c)6aKq752mcvD9={OF*e4``%3RJXn(cwB5`y* zxIex0Q`gp=p%d@_0Oo%#A&Jt-Blja0m0-EFFrGv0S|h1n%#LeMSNf0KSm{0=Pu=Cm zwqs5t?=HTW5sg}V$>pRg7UK4T-vz>R3NSGmdM&%+Iu%8ZgmpXgFyNEi^Fy0B`N2JE5MJNN-iM+#a}WPsf(Bl z)W__7jyg@;dVat1Jxc!n0O9`qcoD;BMP9E@lPaZBN}iH4tc;Y1SCyQpNLkF5mAfM+fuJ`WGHe$I&}GecTO-0wg=V0gB|Ob zFkJp?{!6b){{XM})A;`WKJeW7xIdTq{{YGK_kX`i{#;46dpPKIJ3ce)gKzrbq|TzbF2&1NFQ1{G(m>qJ+a^vgF?QYF zD*PbD{(c`SJ+1Nx+W!D2>aShrwe{Y6zn=kqRdE4}nGB%z*NpZ)H&5+u2W#7%_pjAI zhriChyXC-S%XmJmaDVbYf93A{{{YAH;IGPQ7DVP_Cof~ia|R1@#P@F8wk>bp)9R^D zx_|O|{{VMhC??_0hf&m~n7*M^BrfyIOBi#k7&f5HHMm-orP zIoUU#Q>z7$7gS453Q)Kb>VAXk{cpe4lRr^Ce4>0b1zsbYVHAkRPCL7x^(j6TQ!J8*t5+z z=6JgcEKz2f$|kh&W^9QMky;{y8StqEPFi?pXiMo@FQsW;F0`#W(~p`{CviI7CrMS{ z$vj;?k;7F~E8&+@Rw^;2f?Y%yMCoZ-36ZOS2xiNKB$W^Z0SqMJD!a$DIYm7BvSr^6 zS59h&DgccV!;{nz3x+oYsW-j!Kj#;nnW^-(Im&$agL6*1KJ4WVEBH#D;hDgTSrD-< z5>OpQF0u`a3i^FhwODC|b2=-3Q7(ieSgkgq zWWo~&L5eG!dDDy{;fjw5NlU=X7gMRFa3ykBlV>4W@d;)&B`8Wk5chF&COptgiQKbU z#oOI-UzFlX$JZV_y39&p`u3@R+Woar)6BmwFP(7p@}+-|8^}GC=F8&2VE%N2A>eQY?R|O%>>sYGDT2iA4^{YcMb+7Vi zPvq9L>589MuO8CvVquwFPcYgq>~{qNv|QiWs!I#C+?{MXjlJLY09PEo!zuD*NCbb{ z4`{)|79ZQXu<)2}32uaGp}so+878kI5Y8hM$p~~od;vZ=JlxrgV#EN%CSi^!tK!5C zD#ngtz9}xdO8T@^rLA-reiF;45yP_PN~ju|@>7z3~F@qnFDH3ccuNi3A3F7D-FVSL)FXx$is+7D$@xP@}1RV2_! z1_X5lu*AsK=Q&I;pAyA!M5JoNFO^K%LdU;|RxS0i$3sYfo;Y^4CVsv-7k_E>k5FMj z)v;cRzO~~GUuj^+y81Kwvb6oziJXailr?7ND=gFw6COq@0bHt>K0|&1r`-$;HEqlA zJ0=NhA_r;i8=mXBCjyk+9ChGzZ#$x`GX!XQ+@HANt-lmB6oKt4un~?SFpvwY33o29PvF%+DkT78(tUPHvPei zIKOJ{{(X3~u4PUH;3kj(ad&;dcRy3~wlA$zwx23QQc#X>#OsPhrzEt3;famG%(Hl$ z*z;l&&Z;&Uf6Cb_SjVF9Ys@99l~BRotM>PtZDvd)O4Nv&E9+h{MxnRilW!$k1YS~l6@LYWt{%ydbfqczm$v>si8!M)X7s6Ne<&|pJ{g7!? zi1@q6VA-OQF4G#d?lT52IFf2?Uk$`QVxR07W$Tu&2TUp%+~ zQcMgM-i_IZ$lS-wR|9Gjk;7;llVK3Rw>=Uy#|R?!%l`n)08#r_f~0~ga$zFzK4Ox+ z#A8%Nq}KzEL$9A?fSMR&g`;5|BlKRmPlx{i=|^hU)3xyoqbgfVo1kJ2_R~v$T3xVl zI(cY9X$w}BX}se72wlvvm?H^Axl3FA95KauX8KX>zRH#%MI&lrM&<%yhLk+DSlx?M z+Y6~=mq$J%(IZ_^1H{>K_{%nws3+CMRn>~E((5FOoEeuf>4bVomHBBBc(X6nT9n_G zlhVlZ!b498YaUbjI%QW!F*v~~6I{if)$0J>Ji2jBeAU8JE2>No`yqe@%+F3xjv>mG zs(BW%rZG5*qIKCLU{U6^Qk~kqI9XlUH7U_uH(JukCCo~>lv!a`vMyz?0<2C-nWxM< zlC^5G(LHM_%T({tHN+NVbdySCCWa~a-^j4aRb#2IF+-clsKKopTH=)|V5HO4raoOe z26E-wKoun>;`TnSEEfAttVWeL45?1wlFYRxZSIUVQNlv33zDSscu$w+`;1QR!VX!0 zHZCPh=GfP?_IF*#<}{?lKRqF0sce=iw?q>7u!1qD9XEW zhF55CBZ%Yz%4}ZwG_zws(kV<_)XXcIj3m46vD^Z{{T>{Ym@Ok2|V;pB3%?e z4hbz02u<@~q)zEUPE zx?`^Ias^dTy^rFp!1Mg!ZQy4jTZ;49lRUvOO9lYnX+N74c>7GWfyRX%K3yWKSVn8H zQb2xzcUtbP-*&3g+$E6`Mc!Fp))`Zo7J-SA+_*SbnHDn^E~*a_aGx`>=t&7Og9FTb zAW5G{fC@d2aAd|+7F5by9TT&oinLjUi+MOg(p)mT$u3AkA)xIK(|}I4$s1Xrh|sYO zMz=-ie-PU}&NzfET>|AP<`gWLqrL7H#cP#Hp)5LXewe9Bt1q6qr7ldbD3YYOE#^fC z5W^6JWWvWP)d;zbys!Y-H!DwwEVoX=tp}EWenpvq6MKYI~$wJSI{%j`Hc1^IsO3N*2mfLS%GG3jkZH z1Gm;o=t>=Kvvk)lStfjW$mCI6>z_23dwk#Mzcgggguc!90YujzqXs4)P zQ@U-ue>3KMj!Vldw$29+1Zvy}z1z0c+Stwu{utrr7%z(rIc$9=t`N=J#7ybhbQJ!{ z;=1pN@&cQeQGJ-Vs640KdyF+roV6g45JCit#0V)C5Qu=p5a(SpFLQ89U@!E8g(8b` zoW&b>^jOwoa2L z;5Hf0nVBm|YA#gGg2?2bTDf?IK{|<2^gn&|MfKb0({<85_x=>R{UbPt#g_71EK=uE zQdQ?<)CKcdMqnbl2z-UUT}hlQj7OniFkL`^kI>8~(+y(ul`_w;iivxO^+o{3@yUPC1n=Omx}u6;DD` zrLM!`F2Dvh%BoXvnrZ}D_2)CmNw_-F9?*H{Ng~j z16(2M93qPj;W=cqsVzjp=cQc%t~tXME7z`O(Y*nyYAI)0d9X;AHC!|D$`EE){t{8W zv^ku>NwJgGo;J$5?#O4T)l5QrD z&5HnMbbo3ZfbE#QqxZrZtZpo}Dr%4*iTeHkpHSx|evEzjh>X2rOaHbsn+=w?09 z2=;+-7ktyic7OSv-F2X?*7h+Ju-q7|^U;9c&Yu4OP^6?K%=FBh#4|DjBWug_!8?D_ zW?&%9-_ilW=NUn_n2M?~;#J}W9mG+9=ohP2tyL60!s3eDF{N7S49zPdL|IAjLPvLl zUmp|)1AtZaMlTFsfCybXhuP4J6L$Xqsr2jR!p$mTnUNW@zjY-EF5sIvCp4%M?{FK? zi{Nbzs;;Ffd4bfXO;B8h9&aRC6@iE@TsMdkOjji3$;-(7l=xGl#LCKfJ;t}B1rFt; zq21PqO#|&Q;PjYTVN%KYfUHjpa8)@2TSf2i$ zeBGFSN&4|CeKk7%ZLvBP9GB(>*~?S=pHv2eKn=r4-e`p*6A->8qdZ+0P)&le3^;Kt z^k)}Cb(Oyfq%(PM?gCN*$O4LPlmN_++_gNQBe_pj} z(_My&F;bMTM)Hz7$TLO&?XFTw^43x$OFPjsaPKe{W@Y@;97&E_R9B+Mqcmc@HDiGm zD(bJ==}+4IaMGBoT4H+8PKIDmi!S*nnQB)z01}KU0O;ATG7H+n3iG(Cag$4!6GW7& zjS>`IMZ(lp4-qPqW zXO|kYvjX*~>Fj`quW^pusQSfhE&l*9V@@8ku!vrVaPm2~zMuMVI)>(9l1whiG9Iof zwS0_t<3b1cwUNWom?xw+_Ho6T^XasQ)Aw-Imz|XEocs5QYm;edd%kJgqwo6ms*Kt14)xmR>jkn7<;67slfT4-Gtqj)t^?s zvVF~XO7rSWg7-O5>=sxf&|J$)`co0yXra_3 zNji1G|o)7oY*F}-XK92V1nvqk{Su(3iR{ELq4L4(u?a_ z0;JFv%BjhkwsWOba029c*9irdBh3{^z}qrB&Z7tw3gWctBqs^%Y6}oM_(~EI2YoYT zP`8$5^n6>qKzP}KjMhlWfg>-8NtU04Mb8#4{|>#bY@ymg{1y*ZA7mL%EbMR_0M>*sn0B z1}Q908UoFTTa7fEPTa9tmekkv;LQ!fV5-?N8IcQ`$rY~x?Yo5w&@uxn(h2_nQP(!y z8-83_P$j3F(uVdObRzcM{k6EqMQJ8MHQe2e?$7yMwe!*=*&w4m{At$9?;71hV&L3|apG4xDTGL&UDF0HSX-SWI>M4wXeEBcSUPsQK}5m^n!U%D*Ce5 z?iKthpPx<=e7&UJ*E$jh&^W;IsZkkUAptZzi8{FD`zze#eC#&O3*Nr^@o+k}9lPEA z^y0i|6|a{)IyvZ)s#HT~7NkUtvwAC7rPCxNXr)c`06RL3Mn`lBm#}yBfAj15>5F2L zG|St}87&%YLAb*KJfiA&IFg9qHe>D@IF0J0Ex)slkGEg9?tQA1-Twd+;31pMk`C~| z3A1pLZVErLaT7eHL@i)uu+Hq-wEK>Pu{_wT-MW5s>%=fz+Hl`8A4w#cOZp;`IOXCF zt;}tF;9SPA_;m9u)D5)DSQl;t=@G@2xwqj;zhv>4%4sSVKY`k)t+yB)IUuV?=qcQn z=|c=bE9iW|U8FCk`uLuiO;nC#@TwqGu+eZ`3kDAg(PAFFuUr$dCiGx6EmMYJm=Ke<-Eu*;wC^m`-$q!vw7tVz$ELsi`tW;FbV@epkT6Y1 zab_NcJfct}<9@%hCva1M)D;ufozco`+Pe)#1l3eb zPM5rwz3v~-{{XK40GPzW9`YW;pXpVcQ)s>5HnJi>Tp~ErYB7LnCnM zxNa2qt6tIZei}I=jILz)+7R)pi4xh++T;Sx$CK27(27gVxw*Fp#*eq;#syCKUs+O2d{!j`0fz&5I1q5VgdQ|;gF7}jRPbO zF&L1zt1FRn^BAOZ1#J#h;dJc-jrNUe#$EGVSc~Yt-RSs9^6xb#FO}XRRGc*GgO-q( zq1D><4{WFmuSu&jLrrKawPpMKzsHH>f@zqx^LopSlge9e5p2#G}CK_Hgq; zHsC^p(E!SZpRNy>>|%(Z+3GHc;#w7xmKw zX69vwVQollHWzQzwD!jCK=LJXohYi?GYfv$J5l((t5+grSh3=XCeC7&dQEoTXgU_% zTQJ)`Dj)bYbL%kt5@DkUwUQqBq8UVuT6A&3l>>Nqc~P|OwQYiV>w5TvO{dSg)A)H+ z1d2A+OV7ktGBK*lxQ1tAmt_2+>>XV4d42#KpfoV>gjcNaH{YradTr~wSM7$%+hn+RCV$VoMi^a{(MfEP>76N~|(pzhzmPsSfmxH=;Yy_MON2oi=}SP7vvw zFse_*OcfLh5~W`2kc!(bMz|{p3{WF9w8E~BaI6^#nXdQ1?)_A_5X=CQs9wnl0l>I# z{{U@qYxOEmt|Sz6_C^bPTERE80T|25uySF{(S{*H77^WgE(cfqIMrocm8*3sgS=wv z*KN~zA*IsJ_QQr&vsLSQu=|dYf6LweIV`R+z(?WlZ`rz!jQ$@%YE?jhLx8-|iHEcBsR>XsoCyK@#G*s?DszEJYy@I-( z9ND8~Ck(N4W}M4Jbv#%n{nh9B@U3UW;u61@_>!aKHt-)vM%Gs72(iluSjh!W;yt7< zUF%L_3X<10>C@-&P9&12Q)bz#m!)M!U0Y=>xso~Hm{u8qBWWB|Vs{dZt2Dn@londk zwZe$Qr^SB%0Pm*h#d>pcvBZ;^jHr@H(nsQRoWwsO7E5FKc2no5*4PbMwGg7}=^EAa zHh`92N-eLIDs>yules2u(PzwLJ>apCuYVu;&rw3ArQ8g-QDA=Mg}m zNL?YU8~#vh%eSuJw?g+K%%Q|ZcF-g&iKBoVY~p|&wuN7@WPpX%7A~wWlH-Ik=kNaR zBXYoOzL8$W2B#hY(-FE{sHGi#&smai>Hh$3pgO1m`&cT;-$PsJ+HR*t$Bc%-0-URWmpFk}1c9$S{Pldh$@;M}H1UF9D!7Ht@H3bZc3zfTwqdovJ=+)RJ&T;zNp1Y3|a& z&ImD}dQV7g7O*y-d;b7_oH*9;B*dktW)pChw=EH9qb;6LM+U>p%^_lIx&#eP5WoI> z_j|Zdvh_N-CpQgQW5)4poQ$?h4K$1wm%f49brR|P9zjmO3eRp2I{{Xq4#@E9t zOv4qt`t*|V>&o`3*astNf8!O=?P3?M>HSldZX53a<_ry28r!r+VK*Li+jpwf=lJsQ8rXXTl~jnqbpFx*b12HMaivtqM6^?D>`^ z)*GER>FKww8y-;c$0VG($FL0~X{JYYd~vScg$4Z_fHW}k3(|T9UWdDf{i>^sl!id% z2-D2t7Gw)n%p(3RS0G_%R=4jC89mrtSYJO#C-3`(KZ?7_%KX>M{FRBg%7pn>EJONG zA*9Mbm<37!I>{1P91J$vLiMbd8~Uek+ZC$v?CO6#u1Cs@w~`qf9!VQDC7p{^59)Ef~7h-N`)#=)f0Kpga!H7fGaCm=s(o4B-p+vx!!7Xp2QOS5IMm!2bZXJr>*0 z<<+e}hwtH#O0G8|5Daq+W*K|fkEOY8=%DDw(v}{VR&Q_%arl4d&@exD3$AfbbB-S( z4;Ww$7NPQcUZYEXf%GdzUXV?9+*o?G{{Z&R32>RS;2#(>goa7q5%)pHx==P8ucEU* zR5$qiKZY5!nQP>fLM~PW^ISp?TN@8zY+D!O3Sg8bbzm$#1K6=<8dw``g1ZOM@%eps zn54`k13=`EHWGnM+R)XgYs;yD=?gDIx0-jqxOwinKZ|j~?=V!eXFYQx1{>79XT=OI z+PVF6{O|Jlan}+N^OUYm$&5^68CJIT4cV?Kp_~h$7@_RAVz06$4!33L=l_~QUuu5h<*t_fS`%;3%p@PNAmFRZ*yP!3p z^u<`BHkByO2YjcQZAV-uSJJ6h zCVP;iBwPi{v+}o~V%Boyj-(s|v0kx@{!aBj{2!Og{h#`N{=92SBL*9Hu3Wub7XJXl z_gDOX-`&Qx&MbIwbjM4d{{THh#FclqCG{{Wv)I&r)~ zO99Dd)RSP=a@!wHoiMpBoc{o$4_|*z>r8ksz4dNj`k3wf{{ZCa{?49N{{ZB5^5Eym zeebQ!c1cq8k?(s+;(tzMtwoF8tNN$^03)Z*%jdwpZ#}dyni`m%mwg%V{)!k%JCLfqn58G z?ayWUxMf%W06#y^jo3{*#&zG6(7YaJyx#2KS@rVJEbY|{PDU~Hjl)V+RTLtGnCbcR}Ub|NQe<}sCZ4m zzldpUSnUNYQm85?L_|R<1+fAMA;LD)ShE*4KH6iiq`ACEW@EfctCnvk0ez)mkTM@{ zU|{_io?(BOiSz#eR|yv~S?`rIOvQ^q^Kw=r2@%(+CxYc;^Q&f(JtcHx?M73#Q0jxL zT}p0#db;%YaBGr7a`qQz1~?qRbtjQ@i#KhrbW>f+ug^)YTT?&3%lr5XOR~BdFvWq9 zv4nH^I=gG`fgq486y~UPzkAwupjl|m^qYrO-|ge(ClPSTH?{+`qiy`tJfYLl%+hYPuF#a+Z}SztktXzwH#rE3#hoOUpoD2`Sqt>7I>ArR^{>fj7|(b!QzX! z>yHidEK;;!HGh;Ym(^3swXPgA$6J)^hMsk$IBL1^!)zy+JBZ9!F5|YJG3jgCYI^)m z1=sTZ{Xe>&J`?2z+bM`t4$aJD<08ep7ckr+m91%}rW#V7etl_LQncw>b?Z)@DPBD_ z_K=25uGV;+Jgo($+i9{ zia6qmD3`|+TuW4V;+T1&F+~x6V{%KImmNjXVUFCk(3R89lR_9LRk zwNIM3yg(%OyBig$LZWD;wh>4Q<&b87Q)O#S(N|BZ*JZSH@!d6;R?2;0iKF*@p3KnT zY=Ga-D(tBC2X>RRtv!UvcE0*C}#I*IhMnVWs|7DeB=$Qs$vBt0byb5Ktlofid}bfiV2$X`0zlD!mwsCq3*0~GmbrcJ>EnOV=XL1oMh%??M&m+ z6Ol4G)S+>bAfxSb1$3T@)YU#E6{5ELrsp5z=1l3wE-I2U#trziZzNVQLv2oBC~wMGudQWGS}1ZZ zjk?OUlY`Mcb?u90bZ?`E2vmpA?iwoiusz>y{8>ME z`SkpzKQodxYMf|FVSrwTKzr7O6skGA1}?K3 z3@03naYd9`x>UsLE*vayVwH7L>-tYc)Dz+Bw?%!Q;=Rv{Ad(d3O_C5)0nhVxNGdqj zDN;qs)#Nzeqgn+UZvd?HNvmobBf@N*b_FNMF~`@lSBo#!H+0^LTTyN-Tvd-V5vlS) zGMNmfRc-UzbE{4sh8-GNMz%z0Cb%G_G2?2+rh>I8WiRWtE9pSkbx(?nmSL@p<(?v0 zN{_+1ks-3eWf!$+f<ycPnK-SP++x-Rw@x2aBT7ZV3Dy5W8juo+nNEV31D-p&abztRH9#9ITsuQR%k^t^Z z=5C?!_DgX|+JS*q@WXBapkyH`wl@P1>old7Xd8xyTv&`e{uQI^?%-|=KQwP=B1s|Z zVrE3VB`8*SmUtYbPw-{XG;Jb@Dv#$;|1fPt$C!s;8 z7qS_AD7td!P`?>GMQ6 zhow{7SA-76q_z#D8=q=a9`50@O}B+_=^lPtFAOVXKF%j{$fj%0SGW>Sk^?Kt+dwv+ z!NrQSg&VG?)?Gjqm0S|-$)#tt4Jw|iKDSCgsV$aQEOI;8D$Sj$a{-sfeQS3L9$aPd zBWym?R9czngQ>((i$&C3hxs&OqPQ0MR|P?HlV(AWE?Z%^#G81`%-EJYi^z-@Mz4vk z0jNvzan0-SMe-7UqwwyX36hds7|dBAgmV%%QepIb!O%1_F~G8ndh%oE~l zpIfaN*rHlnOXq;?q+614h7Wz$3GcI{r^*@wBSQ#Oz6t{9$mZ(FWzW-zxe6w>X;K30swVYAXa z;GtqyF=AIvlw+cFxI99zz{jP2whoGRtX+P$0#wovg-WNVEg+OmhdB2}NhSXPfZfTp zvHC6;jTaI{L58puLs&&Jr5r^dbP*zoj|fCSOqt#lQFAI%b0m+ya}!F7Foov>EaHGl zuw#dkg?h}u74T!Z_U5wQMGr`?Nug!>h@R#Q_ODs^TaKI!xsHYABAma>j8Tkod}(Gf zIJ(Lwg+~gNJP)L$Gl2$Dq%RHos;Red-21Aa&!dLTHtKM_#_-5lOtTvS@$*=(qJZ{#B=*AJdX}1QP=$2tjS^(Ko)^>(!d58q_Wb0YJ)_(cKptP#3bFA5X1Hi562;9V6b`Q+6Y+o~8mHtPYv z7hD>15X1c}d`%Cc1&Oi-v~9O-dsAaSvszb*#^)?&r5EUHT5g*?eCgJ`Y#S?cHa%}9U}4#J2Zms_nS1QLhiuBxymC5m zV_}F$`iiGa&0T>|3PC7Kqym$k{$Yir$S4$Pt< zlO|0^HlbumB3!tn$`_39|hdX$+Rv=KR32-;-&QmjWb z?hvO8GMlLjuCx{2eZSAO1PAQi*Gyh0z*jz*a&5^pj~EcV5h#%@QKxw9i#8)~qzT)V zBEsq1ZJcEi(+e$yHvCO#wF(Vz(wh8r;>9H#*CZVr0^=ex63Z#3&m_!a2Xd?xS#Cge zjq1fLw^WVxJ@K~R)8Abm;*J(=Tp?1IiXU^N=1-TiHRCTYCb42>^t8gbTF})+ zDoPV2^gsDHezE@mR=Zt3t!r9zr7BvR-5HbJJEq8uPvJbE5=u|i{mrp%gGpFSDC!X| zVr>Hd66G*RRS^*NsCZW{FrOxTio%4%_XYm|3xI6y zO~V?0napF>`Q|}4il@&Du&^b$dng7!JOGok7WfJx`CcS}TVm+*slo4&*$x(ztuZTA zK`|(*rdTjnqqah38I_osdwC2WKEQQyIhpZ^X&H|eF8o!y2M=IIMBhSV$(}N*V33or`-i~5+t%GJ8 zV!w9L=f?`$hxm*x+&Hc>k#@zf*0`p58XZ;`TqcpH2UF$6JV5v zI8}Lg4n1dtijk0-W$%on?Y5PrH)zlB+#D6IPeTE$e#LC=_jqtM8KCGq` zgtU&Dn16SJC})Ce)DPOMX(w4q(?MOUi8GTW%by5}=Fr5!#*BCOus@)F%4tN!3_|Y+ ziGkFxEFHdi<=;lAo^I&Ge6sa$;8N|86_E-xa6#j{QU9X*r*pfQ}wJ0FTr-%lBhM;cH` z1rKM|xQqZmz$kd@!v@U6>0mKA;U-jtr!$*w$sK=HHzB^5GH&~7iqN_gq`PjCG9xYFkFhcyNchT-E0%$|lr{D#!zsXORs0QV{eP?K z*@EsRM@=Ln=C_A57c7QENO!<`qO552WdpI{UtS9u(zxz>a0)hA>E} z9g*!JUv0>?5v?4}U}btu3hzM2NGI_5Q{}*}L=EJ*jg7)gYn_shFQgW(k#fGe@cZy# ziKH*}FF*eP9P8)ujp&?cHm_K~ zuS&w@(S5y=C{SLih5rCium1qP0m8KsaXE$aaVL@+2_jUNvSd{eXl_AaX>} z=7k7p-70e9n+C(K*wecH{+(KZVlvjy`y{?)AB~*C>gI(<)ru|mjpO0^!8D)Ly>Ok| zZl|B|>B8BPsbm*9oz1La8224+W%YnMt3pe|nbTBXMNNayGSPGgs`{|odMoQnbf-$z zqR2{`NsVFA@TZlk(dV>3HkT@|)srb9`V1({mn~YJ>SdEQp@zVpT}SZKTsNUF zKQ}WKtf^L2=4MWSW=O}=NY%-WHdc9w+Ths2FhyGRI_mimEAxA&)AZ-;?e7+!Cy1_~Z z?~3G_MPiAu{m19-SGu(`-}B)=%!D%5Q5jW~7G)N3_*{S~ZG3E|q+ax){g^Zx)y zbp21|?%;34WhcwcLnDRE)%-=CZmGU>&cp-~9!S zJ+j9n^HPyBBh6%q493yR1N8%Kb-uUNhGwf-uCBBeJZRoF%v_DkX`TYIu4$biksQhO zWn5QvS~XjIJ@oO!g%E|h{i2RmBK^brsqogE7+|PnR_&+8$T?-}*40JDErS^0K;JU8 z6g?ucgxNh1E5G=!yZ2D*o`8~6szNf+oHf0nUuy0##VG3DuBu5w)t60=a0~ByhyAl? zrxVDoAy5=dt04HIW+WiaDn+Y8`Lt@1s&t28uS^D8Pn9}kgvY|-{Xi`L0F{_)?%1hC zZJ#OUI#oZ9WsI`Qdy+ZC@h(>xBaB};Jbrl%m`0R}TT@_H zFBMFs99>6;J%d}rm{Wr`qSWYq;>Mj<)rZc!T82f(StBjpIXadLafb-&{{SuQG-H@o zq!d9vT?f(bAD0V>7t>>yQ^ijS6uBXIT(GRkJ&|P%P^2Nws*>hQK4I{;K8%?pj`CdP zz@&+QZ=G^9wYJc0fs07I*f=N%W2}+jTWv7+ZjjNU4{v0HGO#-c^?J z%(nywF!X{{Z5l`SEA@)U~OSR|Be4;QQ8=4{GhpLbSi_ zht(PB3lsW-9-V*J!X<_eImONLGJTBm>)XomJ&#a3<(*+(kX(}Y#meLn`c&M zWusX}Qp+-;^lvG1CoiT>JZ}w{q?Ir+oDIU4!f1~4N3jV-eAj+^N8(&Gw&OBOFg3Bb z^qxIt&9#2i^Bf+o`Pz@x$@}uw8Xmsp9n;@VmFvX2m$ zOCuOiew065_Zrhy!L2?1kEYYoyaZ$r*_%afHl*^wtlUh%QEn@>>?vmXpM{B2PFr0I zAO8R<=r{nTqMB5s>#3-6iHms$R;4}4cD9~ra z=APMHFbhpCIQ0j6z60oz4W! zKj}Z+`SAiu%%yOsQ(8muM9Bdk4|QnKEzyf4%Blo7`DHqb?~dvvODbeZW9Gwu_%<5a z)22nXtRI#>-k2Y9`^g?tL2Q zz;2ncy71Z7-1j&$OD9=L^4;Vz^c@atM4rhL=7JfzsT%o(A?2xNSehlhYt}tbI)D*C!r7ripJ-t2`wwiq!E}0| zJ$B*Szi9OS9B-r%S!*mz?=4d#vu53+{{Wp{SgN#S8LZN2HP06>?ljUbZC$hXaU09r zy_~6p$JUt=lwc)V5-ydjXern1=*sw5Vg&J*q5MPPd#?~0%E?o^nP^8Si&s_DIkleO z$LV%bMCKXMOk7WdL?0?y#3TY)-Jhm4Qi#m|04Vb+JuQl)X*n9+P-cX1Ta}ifjw%d^ zgXnvK3M@c@WW!zdPp0AcRK% zi9$p!h@(f=m}q4W+!sl@wWTRl6c@_Llzum^#S@P(QkB zUUW1X`oJ4}Gx+?O*M?{(kfY{1mOKqqm>3TjNC3LJL8WR9k^@7mtpxSVv|D$U(YXHr zcfZc{K}u-UQc|a+pbB%q#ZU!id2m{dASlo7ge1EZtf2nzbi^nVpr0!}G4lbyV`2df zZ)VqKW^(KkYi)65ObxB-Ts-m*aL}U%P3#T4zx6>x*1TlE&~`uW;9^s$C+Qhddp6bM z4pEoGv=-gLMgC-j?E?==C;f!aht+4#&)vgIdJi5T=11PfyX%gua)r6L6=JqX2%`hl z2~X64W7GW={)_noW(xyDn3yreSO<>)Xk;2-$os*a&@lA1FR$O1e+qef{P?BBJU(Sj zkfv6oA^>bIAM!Rm3t*)^M5(`Y&wr-g{Rij1HKRO`+p;yAmzC|W3ih{dTf68(^+ARs zLi*FuZQsBD0E&6=1j+IrDd(E{*$Yt2VrE(osU1Cizi%+4=51w{q5116w6LXB_g)Ve zA*`E5LqjK-jvT1Mw=tt?u8U&(6yf^86_?Vr_;K1#i0xl|{J33mjngQpjzlEEaq;cT#{$SN;W(~30 zlv>fNv?py|;8z8fQGbY3A6K{TALd;+pWdEeDbf-^NYTO*E|LR4$hqtuSz)#BB9tY6 z?SBsbA3u7vni=&5M;Xji`J-%jOId;$O0*-}v{$e(ew4)Gexpxa@~_XQ6NzS-u&Dj+4QhB_AEO3UA%ccI(e0OR~x*Z6Azn2 zB@-eihls;49{||J@77uB71s)zA!h45G9_bD;u)?H;4nIzWgShmc3Q(G2C)fi%uge)Ky>wfp{s?M8MgLv-?c!%=am#?to{#f1&Vlj-wz!qdvj9J*D2JD3l*Xo@f(JuQ!8=}Zq)A!eQU zbw7^_wACr*A&O+WQY5NTA|cR|=gx5>m7!(a+_GCgqmyY`bW#+jfXiya=}pz`Ug{ykc}k&L-Q$@S+6$g^aKLjtV^9nns)sNDmmm`xGg0^7Wpd+Fu; zuiaae+M>m4q^DAxCQQyiYv|(6S*$nft>j-RIs`Dxmp|o51@f132iHgTeQku9W<1ep z%S*0XPDpPo`PPl8!j(788 z%miXHoV=jpoLv16Nb@KOgq|p3WH-(-PaLQmazpyuU~Ouc ziegVL{%vT8f^;B4T!QSxIOs#`tPbie~t4AJK|Kl5uNvZt3xoWlz&rpZEB9hXRL zr9uuQXEhrTWRX_juUyE=P#k!`r5UnkN>aG1N>a72RgoF&Fh~>^X7{MJc;3s}borIm zoqXx}{{WBo@qv3DA7|60YhQm~cb}bq*-!pg9?31?yy0D(cI%G?SPgEr>tAEnsZ_)7 z^Xb$0{_j6Nv{G=b0)tFaijhe~ohsn9WN1pMjwM9xoM;M~2VJ@|(Ag$M&!w6y0 zjBD}>r%s(Xi2VhsqBE{&d9qb35ned)v>kzVn3dAUT1>^KN)~T$`|T-SzFu|x+$fx_ z+sW}mm@Rkh0GUI7df4ZDMze1)$7QdN1_Hmrh@#C<`{4G45 zCu%`wLJRcunhGZTqK5vXtrV`|`T5qhr%t%VFNdhyB|f81q)Cd0AvzVM5uzjJi5x^` z{Gv0KF+~0sEU$xD1b5xiFRwFc!_H>mpx09yY!HDP2|j8@C>rVkk+zR zUaL_bJ)zb$9Y0&q9Jkm0dynwrTOz#R#BY`=Ki$#wUJfp9&{l$r1tPTGF<#qY-pml`%(O1fl+##)o zmWL^&#-H;23>QXTlUw@r0n&Em-gM*Tk7!d=tnK!&JLqa*MN*tVuMdZ-T6xjkaRESv z6Y|8_lDT|&V})f-oSh1OR7z6^&=^tbEDgLu!=sB|9KLgY!bEq`an2ah3=a*ezF?x@ zA#n20z#n};WqMC=D;Sy&Qu=od%~zjiuUCzvV)2e5+ez z)34?H{u)-l*!j8UHX4~)*A^O9 zwZ%%(oHhRdNSoF-1Le`xz^{aL&@)j+W{)Vb9E%1*QrwhF@j)t&BvfyFD&Y^qMR$%tgZ|tol4@x zTJ@o?v?7T!dsDB>Z<~gSZa@A|jEA^uYUQ1t=KE*+D!7W7!yjcH14~fO#8KDyq#jTR zEyRkP0t`M90cWwtSkZjt&bp~$8<$Mbjc+gE_ozXRM0gU*6<1R0DGPXT3>!sNJduxttcqdf;x!RO2diC^uvXC z6e&vntXbo&DrGu<#;s`0=8jPPHdCo>wYig*`Ryx}unx%JTDqn%&Wu2hST#`NDk&#z zHlT%w%yk8QYl{->Rd0(8X^YxZ%?E|0Lp05o&Rm1?K-%weAJ~gHB;B#}wQp#A8l#9Q zl_^xZhEXj#p#tPNM7J@Te=68OSOh=>O8J$l1|e=z0Z{f#K6PisiKb)?b=-nB68kw{ zc8v*#4?3Hw;)x*M;S0s6nJi|$zG!pEtJntwm zi7yW2NmZ9Rxh!~6=wX{2af5?s0Xi1Um#w8Xvgv}gR-t<~m8Z;#`ZamY#577xoE4VC z9LmbYfCwtM@W9WnFpd;hVyr2tsMxNfs#6UZP#%o&EL36cade{ASTHzGxh3Z-BjAUl zZOkM1&R4ydMc8tjXt78$kOK)AVRqrSdfSoDIzXJ zk#eORskxXb1b5T}Sw;f-H^c$N-zW)G) z{Ly6p07j(GGXaoZK6{yR<;@e+l}l4bAKnZ>#Vb@^2@HwWR?zUeyew7<7p;s_7A07! z+O@4KN>QhQ^5ZbIj6AE0OLKEDR>$ox7S_&QSG-jT95#j-AJxZ=gYFauUEDVYD>q+9 z{hF_VN@i20CXj_3@~w$rQR-nx2@Et~FRL*u8ys;BcZC;Akckyio|h_Jd!`8(oUNOf zht}ZugSL->-#LSmY94+J64m1^V0jBI2eS$b%Tfmqq2>rytk;`<_{VAS0+su3_5I`J zz*T=TN}ff3LHDxLGapDpDR>Wzjm(6ONaaieYv~$DOE+?07ok<%m;V6Q+$Zwx+%?L1 zOU0NC8A5zRG?|`7qHeIbV7Xq_MSJx%EekWktfT=0z6siQ7|Or7{we29Brtwda4Ke! zArleCVn|h#KB;B`vg&{>Avs1TE%b#~=;k*dFzxU|7uRuFwO2-ex|C_e5)>l{WF?rG z=1Yi65q%AqX?p`}`s1=*E#V~8$rSZ97!|0d4E4+?!xp`b>^`h|Ssdq|Ff3gMBpD4J zVHKDomc}Z-+Bu;Y)7FHUq!hBk35xSh>L%gl)3s|o)p1H;R_;Z!Gd2v65}oUoz=vvE z2mqidA!h6wEAdr6)~!iq#baC1(m;wSjeDC-uC2iN@tWt5$o6I6!FE)OG4mzal5h&W zVWadT-wFIcgF-P`rUjQPY0{>aXI1N#Gp9p9>)DxCbp0RYhXht}f-#oin9A_&7<(WC zX%{wP8-U*h;u3@?)N!^3?cS4irrG+Q(Ytiw$1+)okfoU=erYbjAn=o=#qZUFwZ~qO z@t+2)qen`a8VF4?6~)(|!e$2-&Gi6-XE43Ud8D3ZWwO|gZsyXMyrG;36_=CV8A7{- zG`$?YY8c&UP?QQSCDwr=Hl-fhwl&)Il=x+O@S;a^FFNr^CzeW)$>Z2V&FJ#_uM%SV zM|?UL4G_v8{)5Rq3loGDi)I^Yy{E6mmGH_;vJsq~X^JT@I$b`VNDgqGLR_o#aMEDR zilGcf#n7iHwdT@3kHTPf*v(X{)@?tA_26a)C8-iU$CnEs_Y_TxDTSg*W&{l9b#5ZC z`WL%8M!G@Kax%o-m%}4X6)IF`S}Fah`dmn$fu;rQ>^v;@8x0PY+W4)*oI}90>KX(~ zR#R0dOo0}95S&L0Atq6l2#ipwiV>G#neX|5as$rqm>dqIgmU#PoD%0(Ct076+jgh) zIKlx*yRKpzc+j<=I@1xFafPkd)|*{wz!w;6(PG{zo1F~C&3k!P>fw@EL2GPgY)DIG zu#&XHWIRFMRN~sjN{))gwZLIwAZ(OB>e998^=Q_$UDB>vK34hb!I%;Zy}=iZm67pc zA{g8$V=T;7VOV^oFNU>d9DOUuNCq2&3YRaIfpsJ{!QZ)nx1WBC=7^NYB7>U+-NZdO@AxuFQ5txZu z(q?{ZRHjQC%3r7ssp13O4w5!s)9p#6>W^536{phDjg79}9^@2l%)=g%7#%{{Miv$f_Of1xFyC%pXfL1|X)wPFRqtCAbrp)f8C{-0YpcA{7 zLw!Swf?xiuY|zQ$4jrrUI(5|QWC1EF1VW&M%t#ikiE*RER%JPq!m1xBaNzlX%sc-5 zC{LN0$A(>*7!Q2mMgip+e`@WulgUJ>s9VO2!o?6z3duFTGdiOA(PF);`!8+UxO9;` zkhjR}_>r}4TNf%bKPtLR$0e<7L^Vw#H8Es+Sd(06G}acqvlaMOR;pa|Zl;@UdiXfy z;x!juvD7D)9J0KK$r$4~l1Va^@FxbiEoD0Djf&S=@2yl(PnUJ6pD!-Iu*Ka83X$T4 zK~KMxH|-}Vn+O-Gza6^aK}H6sS_+q_5@V`%)3o&MRcaUw)9^Rq)amm3$qA|?a+k5t zS;LJVVe5Ck4KL!pAFN72m4cp;swiVT(In9dem2a`6Qo zMTqFFW0tC&rnR*s8q>Pe9R`pF%a*KZwRHR~#X9k6Jw}YJF+`;`L-2*j9tRBzKEc7} zxcVJ%aZeHO%}R8sbE6qx074MNkPPSvY+YEfbi?X&d{vHabIpQp3U<0X2!NZ8L03zK z9le%&vT$2!>MaEq7AzESZW>m#SBkZ*Fw;R=({}4xEL@K|lOfLcccPZUvd;u2QF4M6 zBx4o|_J|wxtuZyjixqHIm9Lf>`{_(wJn3G&14%LiCzVBJtYiGEM2|H93)$IVNW#)M zzQ;udwr5EVUQ$31TGonyQ%X|4RIPo~;7J_iD=ppQaVtfVR~Xz-wZ*A8qAXWTD}fA6 zSwj^^Tan@7ttnN_x-;FCQN4d=?OYM~wG^ia(jZ=QBJ7CRS?`)8Y)I*@p}Rv~qL|aF zmp3e#8Rd!>M{-g^;q!X3phzUJ=s8%C%Iuz1EOTHPfo!IO0h0NWNXi>CDy^@MEK>PZ zc-*66*l3m52N-4rVC|i7;W-v6Qnjbms*RZwtj)t8Cd#Q(huA3`V|Ia=BYhlH$40F= zd;4PQ50ll#h$hm#i$3b7uMNB+D!S(M9#iFmbTW1EgU^wefj6*J9wQ?Gi6B-{b=!RY zu~c5yaqhi-FYem7h$qRYc5UAnd_2Dl?1k{u$G*0{FoYc&97`#Lu?rHXEn(GoRS|_K z#b=tcDf#r^M1q1x1QR!=c;efGX_kS6Ay} zuS_keTv)KQsGbmRe$2Uzjbtp!X)S3q4ncw<+N3JuNY731f%N zU2y96TGtm}ty4+q2&cRxMdD~$+Vcht7N*({`k3N5@@b2xaa1D-b5RJx9Ha9giU@vX zXt^YpA|QEU0CO=6Md?;zUgqB|NGBS+Z!P87R{&hcFdA5}Z8R*+)ijZLumt8hK@Y^c z=cU4?p6)FVl-X3mQ7(@GBx+=YJQ2nhZ7YyDD2?EAGrwhG$K0iU*(w$5zXQ5@6uHVw5p~Z<#yPxa77W3&%xVdjOi_H(q zaiTfF7$sU^?u%_b)j+k>df!xAZFh(?E4Gn4g63-bQJi;kF8l^2tCGyQh^KlMP;IjxkBh8(2FRtTeeZ=xrGZY;%ch?WIj?<51oulXI z!81p!{*agd0Nn17O{a1ArjN}}pAn3in$J8t1}KSTu(1)AiS1o6Tjq^ymN}n$D7w(* zKWdoM&}ceS_xW)Hmt?Gzhll0t<^eET0AOqG++Zl0=4;cdG|l+7!JNqb28Byz8;5J{ zUEZ`;*Nw%_R2Ib!wHC)5na0l!&4QKfoPl%*-s{X&g8M6UU0DB)mCOGb_%Vi=z+mzY3!Vc3w( zsI!7w3v(4MM;!T)p%JJ`1X&18;ueYFdqhZ8VB>qWjpt+wMolAGosGjH4fb#{KbyFD zM|%jCgJ&dFg@OMR;A{%=_R;qlT9RFjFFI#eXZf4K-jbCY2UP)=k%-l zKWzTL(YF+CkCm^a>h1eWlwHm7Xut#76G5{Xm5Vl4(zt{$rusMi1EtMbczUp|8nN}? zSK9voE9(dIN;}O?OautoyC$9lM84%%N602*$(@E^D8^uINW)q&$4pehb|CQet!Y}) zm9J0ADV>s65+Vvz)2b;FBrQ;gp=d#{<#%UtLu;kWz7%EglmIRNYg6~%wcFj z1FPB2gxHqYzB+u$`4j8R6XWqcyTq8T9xdCk^UA+q&1Q_j1rSa1uKLH~4gUaTbl~O8 zkxZ7!os==;Eii=3?%Eu3zFVY_Fv$?Go%Po)sGEM@x&EdFf6;uCjEH~(^tV%W1P_1hmMsC8w35y%Ehg&8sS||l%>ob{tgljNj{S+BwQKXqG(Aq zyt>_r+{}lBQHJkRbfg8=_gqxPN|pSqRKZ+2s&u7(wSKHJ`yb*3iA40Y`hiHUASv;L zE(u|{*1?VLPUPHjzAaQ&iITW}qNpZ70E?9`DRw-({{Uwezsp-j3@%AAvM`I-{2D#0Ly*&5?Y&TS(wD7y z=5rpupS$1XUMW{7zK$Hng^OwaZOP^BrH$i}acEs6Z|nl2cqqX3%uR$38xv~0>Qc3( zF;@;6)DNplQod}JkE44!&6L?)m-&a8XILOx(VB#ddFNuv16Q1&O%Oz7GLD7u5^C6jh5Cv|@+d3lgt?rAxg301W=W^5CPBa;IdA z6}@s#bi!^!W8&%&uqyumwj9BJ>7?I2ILqGOwtoKrpI#HluOO$dIhc8=Fq{p6rPcRS z5JaJ;xAlz-Pqm32-!~7x2xsk2I)94;mH7tN@r za8@uk_tABKhYNE%JgO;|B61X^WF&KZKmy#BxP4)3Kjhj8Wz{856U1c#QU@twA}-MM zaOL;C_r-$q7**x+L(H;!1?SZ<7OiQ@{$tU!arZ*Pm3{iBdHhe|U%!gh7HKiL<}@ zsx_(o60o{0&3RYR-Su57t1n&m@5Fv5*LC^uXolq+w=f(yhqApmG9??-CTPK>*_Dgp z5%<1=RoE*!bpFoW6@P1fL4FfR)os| z(w>#KeE8z;!hh;~V@9%{Ee9ybHJSSV0Bu5;THG2rlmc~<6Ny6`E3Sy`zg)ZhC;qOq z<7FAj$^5CYF(~s^7m_FFD>P;cC>_+d@cxutniyKJM})^_RPyCjt)x+Fqu-l4}^=W3RPO~sPtJ%7?{;n=PJus`CCYW62vJHUAfd2qe}Q6WxHlYMq$K~ z%2;_di{G_$i*|{ze$T2i(w9R~t?GB@{gwMKhn+o{4dXVFQhLi`k^Iqui(85R>M$6Y$oi>&Xf2r|X^8+PVxtQgkrr6v#TW-^V zeL5H3jB^m^i`}WA>8_{4+c5L~99TrD#DpQ-je^Mg+O$sPur$Mp0d6i;Do*l ztY#BbrBmt*lOq%^i2l$38)){p*z2Y{(rO8$)1sE5dIlx@J3BL-8IG@a7}*@)08B7% zV&>vYaD?|jGT0K2N8j8BrPb_o_1^y9`I*9VJ{0wH>n&qoOdXjU6~mb6j3bhZ_AhS@ zHJ((^`rXE&ek1-oIAtxH6$=7$;Z_H&VRbv}s@2_BuB!f_{u80}TW}@!eYv0NXVcxs zvbfRX#KxE(8&(1vmHu}5np^(FeOKO#5GbdjIdR%wCEo2H?&9T7hWLeH?&eeK2?K)p zEv&_v#-o0(rY$8_g(RahzjAG5i26cJm=?Z*{{WU2Y_~Fg@%W(}npg`cG$?DS_&uOb@WbFQWH-ow(s=U%jko-$+q^4fp8_ z^Zl#trxr%SL>z%zBO|A;YREBu(Wh1-yA4@I%oo+|I^DO=LqiyD8=u8`dGQ#J<(=k{ zGv!#|W1bT7h_sn_^;f=W(-hz{1^)oAQ%Sgav#(0~xT7nBID#Yc>!MJPUnSACYq!5k z>yF9mbm{VnshJX)$}gP`OOA(8^}dCh3uKQyGev79s*~ls!yT3nhbrltQm}U2oeqq@ zxc<>RPSfw<59We1%@%S7#n^FK1LTqLJ*cDjNnMNje_5;im>bX?BMQ}TpR7K#`SEtq zwdcu_wUsK%5%GW>(l%hsC0%59nElMLOA>(X;d&q1EdKyp`SIfwN=b`ZN`i)cMMJdp zL70EqJLGylN?M?SW#^$RPklVUcNd`G`r1VXVzldk<x4-4lGv&twpB7Ez$i(=P&OZ(>rB{(0X=6vxSbx}kG%RWGp6B|X z@8Q**S@wBbmV;ojWs*Z**68Ef{(L^e_g3AHuj-qBUg`bbbmB<9O7{(z++sHdad^Tl zH?#n3H|TPp{5PXB@u;fW^z~bQ-~M^UcVyo+&<=SsyD@SGHil6Tm1Wwu2g(>QC|wIR z>E#{|EKv;5?dJnin{Db?f1Z2zRi;qot({UuMFyy;Ok_kF@RvwTCe8>XIA<8k37q}qvHe^_bbFa6czBjC{NLJ<~GUhWTijol*kT0|u5yqav%N!~pA7wT_}7OUm%CSoyw-+baJvO!WD9EKkWz=SV_4BXkWoZ7EVI`6bn@$3R;P98 z@1QMiQqEsXox?mfuJRbc5x4cCd{tI}Wd7>rXD= zr=vgc^QRm)=du|y4DFp;86&fdVI(5mx{k4(`{v&+lFG`zI=B+ z93}OMYdDr=hi#J3?&_p$E?rjEIGk-LZZ%&0z%N2sYw7l9ulBFIjI3EFk+aDb1mZ-X zW=KceE`VV1bT&PS3Ci_t3)Z7#28Ysa6k*!`0EfGWeg&XccrK`-WXefZ607Ru1Io{L z03AAP+jU)5rbQZ5lN2(AAOUWI9Ruw9ZrJ|-KjPuj1-A^ad`dstA7i*hq2!D9)SP0JiNW;qc0KzBX7ZTtzeg0GJu9 z>|AKhmV3CujA zfy~3ZYhM?+9~BA52ESFK)fQQ&ZW`?lliabQp1;F^Bx~r<%iQd9YH5~GJi2cbId}la zNmr!+<|8){(<)nT$Kmjfq1{*2hsAeY2g2#ZYAef-B2cESNM4aDO;>>(3d5pu0s=`uwXg! zuz>D$a&@>4+tWFmzT?j#s2_D7e44?@8sd;(P&mAv_AV%CM4K2 z8|Djy$_qe@E6%-28_j)sZkVZ0tJe*2RXxoN$L8CYvp+_XeB+zgy1{4?VuZltn>W3K zfqKwVtL5?*pIZ-3y=nEnwLY~ehsnHc_7?30M;WZ`4y9E4RjJ5DH7kb;Mo!=}1ckviU~c4Dv2~p1mm+8MR&!@= zLq{jz1DJ@gs1J5{q#bEEZ3EI%%ed%$S#+l3=hnP(rn3$VFmfqhTHnR>DPKBLxbXF_pU=*fr|+lueTe@6XIBkD!+dAk!ihAx6*WCivJNtY zAfh8E(IYUTq$CB&1m^N(QmbmGOJf4gM}f$2`;a zxv!J_rRE!Tr79v%Z##?(77J*!yD2cqqg0F$e0)Aw@SPf>!?5GQTH(jj>tV%;m8L4! zEj+s7r~KZZ-`C5Fb^20aBW2`MmMGYV7JB8^^H^n?+e6oHQ-+Z3tsvDFxT{c*hf0L9 zy?Skeh4paZ!_y5aAFVvUe_o&6`S73H2vj)fc5OgZs8gtcd_)1~!Zd;*t8I2Re|#MO z0B6#qO1{ptS@iVTBr)+96`Ex=$p~qtvaF(jMGz4Y3?z7uh}e+$=qLP~o5t6i+{&;C zHwL?lm-!YdQpK-rcJ`Msa@4&wKQ6sLcV91`9cD*fHFhsAOd62N>ne;x29+ER>bZk~ zDXUt9O$``meNjuBcHXM6(+xWN`f=U#3(c=(-!s|6FdjWDlbDZ|`H|wIgU38kBWHa? zrUd4T15ZNmYd0;Y68d86i>osi;HTBs^y9MF!)6(Xl}iGm))eVY(F}uWG`zSrQG^kR>w;sEi!CiGgHt zrCz#{WsOy908-m(ttnmu5WMERR(cZ;x1RfwaN!e%r^eG|p&;f2Rf2VSJ|d-N7xs@@ zj-g0PuHoU8ebhfD%{JZ#GX8Z=E1b-+$c&zc{)}QX%bvzg;YM35uw#V{=aM+)!&b)S zV;}-Hp+xrv^<5=auC$l~&78jgG zVa~wd*R!O37KgI_H;1)q)}USWmi#FAhz5$4-BjORA)`uufn+5CC&U| z=Tue^gE_6K|nD{IIT#JBEDQ3DDMQWq|!?kR1movba>?@pO0 zh|%%Noxj0GP^k>vx%44m1uA()8(MJ0EwNkYnbbK?R>!VdtF26;eW{=PZW9c#%v0g* zvQsTf&1Vs|7W^)*QI>?|@lNGSNeV46Ft^e6)bs8qDJ_F-#xl{b+&7J_!!8Gz<<1oQ zEV1S8TSOMgix)F9M1rLbO3HI*mSbtd7B*=@mM#pe%w!wm7m^VeD($NKtZn!AJK4a_ zbCt<(%X0Bs{K|iA_N8Pnp?$MNH}O}aXR-BJf0Mb9FRR8uHZKoKtXUOR_{P`Or8rwt zMV(6Gir`jI$cZxaD;BH^iUQu3vIZTMZKgT%(X1(iK*NdT`ZwV zT{;5uTSBWV1HkQSs-f4(S5H5j%+0IOne<^O8Q5A&vKibu&x0G~&bngxJ9(5rL2p!< zUACb+>r*^e)-uy+R410#w)yMuXN3ACn7GkSVA;lH{1FxNd#mGFe6DZ=a)02{CJnZh z#-okMD)Egpk@YM546p50gLvBaE+*5doPr-Wj2D9J^D+aPNRta@KO2TaTGA6IF{C`g z^A)jX_XN9e4XVSU=*v&&gXa|K)mp9@<#6)xmgR~FgvH@(F*q)aEfv1^MKU~XxgtvYWEy77+WhsvdM2Lnu~c|)sDQ^J*iuEifl zE4&yer8dwkUXK`R+qDOT`e76WGEB~DvY@;RAA5p%eZTbG{aA{n%7u$RocK~CTrGKq~6m? zVcM4ba<9yM`Ul_Q++|!UhcMXGr=P0A z%1cZq(43wlQ(8nr}u37-0G7%VM$pB@lk*oj}X~>OOD#!`pEaZpQ97b|?G>Mx>^A(WU zxip(?ayak^WMk#YNYP#%xpNzmeXR5>{?%)X?#tN8yyZaw+Ex52kyu`7A2?5)!&}Zd z=3m{S1mTAW>dn>Jtkn+M8~7ga`yX_nO}7=4{2BMrgD6#&e= zb#j+7iA&f-SzK~qAcwvV9;Kme!aLC&A_qqxiS6E7Qf{txw;ij2$T|5nU_9nJV*JRH zfHb&xbc-=9!(pJsa~x_bH|>#SrST?+71R(#{l-kMx)=xd=`^kgs}d)c*j9?)dFWucer(hYXo92$fU{4N{gU%0T2okPsruhh_v@d$Ku;1HBl? zP~q;9c&d85?4R(H6a@<$uw-I2Jb}q2Vu>9JR?4-eh9)Bl(Tc`um3j{CP0MQGR?9ri zB2_ZZM8f9&XU@h%iG8HF>}BadjvEH~ik*`0U61qQvx!n9uq2GhPnIJr!QJn6^vEhS zwGydIqe0)qy=`>5{GWwkNRS7sC2Itu$|P&44c~$=8q2KAVJ6K?-9lb*=H%H@IOnwh zB$<8e2twh!@?aBXd4gYZ`zuYPN~!*geUcxkGD_>rrjXW-?q*ycS=U(YphC}lUm^p$$!MISYYq;@d95`$tyxa4) zlz2HqHg(GuQRX5y8E=^J9J-R``%I~bN1;Y$62*j$^nVhjdq=^%X1f)(STSN-hPZI! zThgkUU8XK6cayx{mu62qFnO${p_OYWoX@81-KI@s$#(48CnY$XO4{S^$6}@`(ux8p7hjsQ-f08Q*ox7d<6^+*1qSfRSk{Yduz|r^ zGX~`jt|ioERduCt;lYBG!)U$B%-<$6OD}TAIr(Sh|7*lk7a|w~y8`lkK^_sM4RrK=2$+j9Q@IMW~RqX{o3o7CXXzFmX_@G`#E_isd zATeU7c)47F;Mv3I^Wd-X2OH8jS}KrB@Ooq%Llr%G&{j5JM64E75pWqiA|e~WGUgsr z6}Vc=Yt+uZVxm{`k2$~{dKBd*fy^Lvu_L^{!LauQzL2%3D_GD4+OpTFqZPec%7f{< zaRv`C7~Icn&WeYdxzL{7%&Lo?t~Hquk8dL|e*qX_Z6$^F#v2;oeE$Fx?z;YsxWik_ zMrg?=Q}mL2a|lT!Lu2kwxhzbs`O{_&DGyF3X$a-A53!VNTMfUTPZa;HJW4msQ2F!c0cYjMAH!l&8bx zcd`28ZY~m|CObKt66Ae{cNKNhmMSUWc8;c#+rD*%R zd3E8AR|NuRk@s_`A5^3PfDjaiX<- zJ`q~hwZ*{3BXc@Y$(pLp#-^>Aw9A(O3cll=spP15;vJu16MKrnm^w$HEVdhh)t?n` z`o9O@4>;y)JF@BSb7c5&Jo67PqItl;RIlWq7vO_$>1GkJAc2+$D_3Y30@{z&F!3~@ zvsG|RK2@h)iwgL3@edU6jLI716)5<|rwlYzrDrN62+&f7bVP|*1QQS`zEqQC18f{g zPpH)El*IBBp-@v-W3CWa6;TjUBubJ5K_X=-i#wQAWr%lcm)ys50h0b<;0Y{dwtPmc zxXESZ0IpdL_UB0$eZ2KrvwMeu{U+h~r)to9ytci3c5r%rWpX(t49n&MJ%OZ4+S(35 z68?Tvz&VtZKeO81vqJ~z<@lnlt6}Nz-qr_!^EI6o=g=VKS0$0N?m|epX!#GPwhJIZQ=>E(;ru;W@h} zI9XX*i9oBTGDz?Eff5rJ;pGA(u2vlYu^@&A^}+cJ@bo;!^4_-gU~>SH%S)^-mApmi zOY;T+=7j^&!Zo#9qKdJuv(0T9excfUcrtN}^B_%(1%@`d27+rlt(5aQYcXu8tbxvB z8>=Ky138|Gk>o}Rn#VoNY4;n|$cW+~lf5GS@aU2PtFea=vFHA%i-~pb(}TtZBJo zhaT4Wd@9I}5JVe;CUl~vvOV2Bde)tBUeJ(7#3Gjs8Da{e4mhl&;Y1Mpk1F^eRFdfx zgsR~QmP2^5%%z-3EaHWJol~x_s>!01DpbI=4QT{9?BQI{sYl2HWU7Ksm?x1{i(SCO zMb7BU7mGQPnLf>|!I!4X<_DTw1X6&FxNhQx2fnrp9+BfBvD&FryUMll*VezaXtm}p zIaQpgYSvGCGZh$*EoKjp#q!XmhkI@3+*H`Tj-G3)q@#7;g?aqx#_Q<{&ee1G0%q<< zSea#_*Qw(HILbJJ94!HtCNp<3S2=zdCeQ$>Lv)e)R;?D|t$V-LuUb-pT&|br?r!AS zw7S0(8o(}yLnnrWmO*}QM0vW($tfTXn58kCR7F#J1u0fIYwLXJ*NuO(P8eUo9g*;5 zUyDeQE`e0!u0le^r5RRKq=X~NBqX|}P`J`k_#JU?Ibrcc2k54Gcyc%mJ;i?OpXdwi{Y^hV$9siEFh_( z3ciw!Kv|u48uYKa zwc^ue*{Pa|GHt3cEHDkjfOMrVh({#kGz@tgM(QLYh$g*np^gM7j5h`>l`E$2U)|P| zIrz*8re#~pawd@z;aJrM{;L5j3~H!gCba9R(pH#ybkbK1Yg&KD)_q#y!(Tlkw9Xw| zi?V(uP-WAMF;?ZSf-CbFRxCFnN(e&^;Hg*8O0yR-HV&>+_{}y%}=} zI5}+A@mM8_uPcVf)r-0cRT{q0t8wX6>p}EKv8bMP`RM%m`SH$oBUzC*gGTd7E?&c! zN=uqvh^#K4E+x^+F$Im~bpi*2t!j24OKbIUVx=kRdRDk_(zT`7S2wd-WtHKK;4>_^ zawzKVhbxP|u=7qE?+vP=kw33UqQ$n5SGlyWr0Mzb&u08Gy;o*jD4@!x1n}15UP&(y zh81@lqT~RPONKWfZ-G)w%z^_pdK|t%$u9o@h>N)SK+JzV!NH`8O`~}}F)+%^4;|td zIqef>p-;Eaw}oy!EKfuZ;jgLMKsM^L+NnV|dUuaDmO04^Xo_gi%u>#0d2uQ-8yBsk zC#4j1fb>G94XHwSp1XZKLr~;B0RI3y>raNO;-0yO%zXOFjJ8v5$n?zGN*yqZqFHtt zVyO~T@c}~;KK#uFV&+YL*&N)k6@6AqE7|<1TKn7o0Hc>Zv1NW;&SrVX6_)0tkadhU zD4fD2p*lC~{?Q#$fTrHhwQTpoTLd0s)rD2*#sfwF7ia=@L5IjLCPr;|FqLdXvsSF_s1VD`9=!%!~zbpV^ znNW8Cf8*J<5nGw5o>Iv4K$vq zLn2%f>zEAS!GNA&9gLo2HPKu!7h{elAjXnSSw)HVZ(0we4{7a~Ng9BQT<6+s*t)(n=f{Qfv>Y14+#%+X?;0P`7vQr~8Wd`8JQNOz5dvfXAhBSd!iS#kdW=q#a9t!Mq!#(l!j z%SxY$CoY^3)A(Ivz6FH>I7M8Q@hV1$NBz>NSqRFdS*0;5O38#jeIh`@6*iW>jW{Q* zDL|P~TCs725?Hb{nHLAmF-+sj76rz{{>ipRH0Dz`L%>fl5=$uGSh;DV3tJp<3k}iD z3oA)q4evm8rr@KtH2(lgd2uky7L45UO`70dGnk3hlx)|PxLg;)u~aNKPcnoP?B4W` zLM2aA)5RV^@n77v=f5*^+}e|0kj1l2SY=I^R!CxDYeh>43}ah}sKqq`l&D(jP#wPt z+*IgwKj(F&B(coz=Bb`{W)?U+TQVdoLukJ1LsknwELxCMpv)-=YHAAI5;fkgo_nYN z021S9J&e|2oQu4y@Zbr!e54T-ssk0Uf+AwfKq1S7;^e0vbAmF`t(7@4aU>pUfMcE1 z5*dNmodYvmJ6`A|kT}Ln+;-IT7Uv~rBb_Q{FKr5O(YZlo2T=tO%?($D_pR9wS%Bzx?ihyqy>??ZlQX$MK#TyFPT23VOR!4+tiXDC0#Ua6w_c1h$v@x~r zf#_Ll+jludKeAQ)w-Uw&oz62PfvV;cF-EtS&I&3#p6`WW!IBv%^o0o_G#J|VUwbKg zW&S2<_uqu8;XG5C9L&kN%FYO2a17AL9*xYG#_q@wo+_&rV)cAvY(|0!vDc_9QHkOY ziL~8+)yCg2GY6THxu10#%h<+c%XDd&U6dF<+0BT3C}GEi53#LYZsV)1TX#Ry&#&&| zPfgi6$??)+75*M+6a!F)nPQj>MQ98n1y!QE077CkDT6jGMx9JEd!SIXL^CZK+Tb&6 z>~;2Yi=ST5Ta)MlK{31~s{a5KNY7tx(O%zAUd|@0zlZ)U{{YGN`9|ab&+&=s$as9t@>q?o|&xGzdoxIlH%&4jm@?4AyQGhY! zJhs$Rn%^Qw`8tC4Wjh@-AnawxSncbX`_qB>aND6s&QaIaO_n5}Q~J zj_0$8Q(->M^#*{J+qco5UDQACq9+n?>aG-#CZM(`Rf=T^Ym^ZR(#9k)N{ufvl`ydc z84jmiTOF4mRZda@iPZSHkOo{9h>A1jesClnTjqe#%U>C;m&&i^L>dQ=1+((qgP&@6 zW0cdzA?*;?6;df>gm&Md-vkr)bPt21v9TF*lkOO0(^hxhM9&`SP=hJD)=8r)Mi_y@bXHtaz&RJE;Ju3veMpV&UcmRfeuFJ!-qKaTFonF&XF=+AFk3a?iAX+ zXXjore$jXZRa%qT^w?A(AxhMh6Hf)A$U+pXA#jMLDI!vAVTh+Gh`rokClFHV(qE%-p@UI8yT}7c)lxjWU%vS6Xj6*^HCm_0=0lpG;I`9{rsq@bG?7_ad-eje5aYCXa*a}#{>BHpiH1yH%9G`OV0dCa zV5JY@Nq}@SNH2$}6nw_g&ZX;~wFhl|q;mLNbc0)d*++kX8)daZ)%}D_2U* zB}RrIlguhq#X5uc;!EPH6j@SHC|rUji%n8toi|&1ft7% zbBT4Pb4ejr-t6(brH8mJ4FfmMpzEkw^*ucM$6v#HSjUqS`Gk-|T1n>6nL>Ed@nr(0 zGU@F%Tg(%^H8_Hm6LgVl0Jj*oaPz0dXPc?*AK;c^4&)(M~9MkC)$7t(7bb;=hgnd{4x zWu!L`F^}a0#F*VALu7VSrx#~zthn}tjRHA|+C8SLw?4W*l{(Uujr0X2%qBe5=N37% zIz(wCxMWv6-iA3 zZFiQVRjC!Q*XwYeMXN+fQYwW?#|cux2xvgqb;Q(#6ge`KQj@65d?!2*xr#n);>B4o zVmCRomoEEmaBStoBk@kTkXmdScp3Jl@)1Uj$|Z$ghZwv$;Cex0-xASMfayBzt10@2 z@#8~~Yg}Q@j%AcygH93Nw)udd$KFdyIv&Y>mLH@QPp)O;$Ko4>R(}5g&w&>$0`m;% z)_uk^4mThUZXMDU+P7}=>j>No8%G`=Xr-~eSL?kbevP*8>x?*!^1_FiS(h#{UPF|2DsRg!e9(|zOAZ97jHgy$cA2{XIFtzQg;hols^d43D`x39&(t27RCR;YY zPF5)a3hr8Y3ySD`rI4cs&8phjg*%OL!gSN7O`p!80%7y3ozASlF}1a0qlbJIAmY0R zJ2|cb>;hRHC3%;WE?BR-aO_)%p_N|2o%f^G z)k>ra+$&a$@`^{SU$vMW1#F_7KVGS9HwHf=KX(F{oIxaRX(~deSP3@XtkEI_*AtQ$?+5oaC7s#}#FiSyvc|5c*&)S{Vm?(#8AB z%tByog>0qPT;;!^^9-@gkf>0uVgUO(j!QX zSVXlNzEv>9!olZ~ron-?5-AfZ)iml;uRt=n-Afp}p!q!4s$BMRkz#9h{^RG@ws9DXhT$JO#D;!dOCbT=fyM6tKyxCR!;B!p zrW&$~5~qFnj*Lb1=^6a|_*}AOXEW*fn0Fq{I823BKMoId4vq6RpqQN1W@?bOZLZtR zJACnHxnjT6I(}S6Au;}Fk@Lv_hsz?bBXDB?VQ85px6NAn7`cT>15#G3-N*os^qYp> z#bZwEujyaUc3atWnG!3Je`%;HjJj~BG%E=!vOpGu1|}nZSU^xoXj#q*Bu6$mhFsMM zKxXD`hbeMDR~o;qn4wk3Q1i(W2Oe0-AvhRi{C{g;o@7&4af}RT;4;c=r(U28`8AV9w9@(jNeqwlQ&Iv*`rRIcC|+VKnS9a?q$)vsP4 z%JS+xllid;TG~Z3GFrV`3##5oEeg~l2BS{XtSu~76|(vf1l^bIl=A)_cyXN4=MO3K zxcQ+i z1ti{i9iq@{eifrDkX(Txpo=z*Sj?41B^FEw1gIVRGh&TWhPJSI=*y6)Qjx+aR-B48 z%QAy1AuBH8?X%smc;`tRNt6~tFob{^v&h>7?IKfFof|by!8<_A-86=SxNDg0Ew^R< z{{UEjT5y@?1TO2|U&+jgg3;!AlNTv_rEV$7mGVvjU(sD@S58-&8`*H7WJ5g?!;S5jIM#&RMc ztY->1tmvW2IX8AEESy^r?8IKphC^oqA*{#?R6q&ZT`|E`@gAW%wB`uWvXgs&Cs5%( z{{WN6G+#;+^pc)t%zmA5YlCSGjFWIyi-}ZylIj^cx)`X>=L0gdrXIL|;?t*FSK0E-?^+XfY5`*a6~rfKJ*c7qMdaBgOI~{>ZMGv8Vto`!NKzRxU$?*7P>H zx>jvRrW#@P7=FEab*>85wXHnqPM-di{uTcE(}><0mr*4cG1CnOv2NZ0uzB>YI@_iD z)br`r%NL)@n5puo5|f6#f|%=$)hl1|r=L%s%AdR6PnCM{io*pwKGL;S< z{#HCb`qRtbU*BK$@MG*_!-}f>b=ordRTap^1F}vws7FtPfESO0WWpu7xbu0S=jKx; zH#a{$dwiMPQ0Xwtkq9wYQ9|Mn8S@tg`|IdWsKx1hDKperp_hE6&m)))!kP9g*r2-W zbh2e?8Bp-c)eVNdI#l5c^QC`}Pj?jeg0!u0;l=!#R<-l5?(159`d8~yr@Qy@bsXk$ z&TQY8?3#)4wEb3NsO7Fnn5ia~tdKb_>>T*S#Bv_UA#x)M<=G*fD16=FMy)ELrpZEJW+5!98H&*~Y(RcsMWPtBFY<5Bz$ZLYf39t%xQNJy zR<*YT*50rDBW0~9Ah>B>l&cRgYg&2N>sFQP(v;(@kmcAUQcR9*f^{FasJp*hkAREY zwT^g^QD)Mz11NoZ8pfs8pDvZ_UX3YUwdPCctjV0o`a3hbF*ENqNQp>L+R4cZCFwHG zVun*Ja^A9tbdIWpRB6$*^}@gy;eb+`m%k8I{{Wp{EQznvOOVB9gf}j7+8dZtQ=rMP zxV7Mza>4JerEqN$1#?&Ohmp1BJH%Z?ttzsN@T{eJ?#*jj^{4%quTlyGYmntstNbD; z(gDnKgD3|qV7tTA2u-12(R$%8+840iDw#c1BebpsS1lC@Y*i)8D^!$$1OU|wEDHxk zNk~vgW&zq3#i0+FWljmpa}3RB^Navy1j6OG{k26L@+*WV(+J+Bwy@@1@9%N$mD<&P z{{Uy*IK(S95|3##jpVHynQA=U%zIa$Yhsi>PO_=<8c71*8rHrd$6lI47tni8a#P71MK^TXpqlvf^glg7205%QU8XlHd&?BnA$C52&daqour{5^v zt*g_Co@H}gAQ4Bk%Q%Ybw^1CzOoHQmC?`@*;hwRxIRjc8%7y_-7F{;_d{Uh}>(ZSq z!@&GYGnE{Q0@!@&*5wf7gOx-xLRdL=<^Z0oT~Pg}KF!ipAeA$f5DMQnaT^>vG>RWeRgq@OU#9DZyGqVg1wQi-0P`$!iGMxo#4;#NAC& zMwc3ODIzbc3N&d|R4%lo7FVS>T2AL3n;VQ}PVz!`BQ9>OI=L7@=R&dLx1-^T;d)wN3kjyFBEUla6M{{Rs}bb~S%Wz;ZS#byfyirjc9VwSdJ4mN`e zS0ZW&^xn&UY`%R5f9-^G}FJL8yOr;mYDJgW78xk&B(=mU(k;qys= zap|@@AGFWe(mwc((>OuwVe_cj!BKl940K|{Z}-eQ*1|Cm%h?QmT11{V7|t`x%x&wz zas;sHjf+e+D)&VZ^G#bs$I%>s#uYtS2s zYH(|e6*y&~kH~6r-5%q#?i+(8o2sp5&Y$w)4VF2D1Izp=@eK@CW#~AhQ!ZFY6DxTt zSir$t243wf4{cy*EJ1DLzx>b3&!spK{{UuPqE4?>)~Vr`qD)sJIo@G(NWzqCL9xpa z0dPg``eJB)(_d%f@xZ6GP7_w7WPThCX(xmfii*GkgreD3W-)5hkK9f>y38h4^Fb~P z8H1HB?2zzneaC9_^9b7K0^&2o;g%3o)&(LtNQ`y{OzHPZbym}-ki~XsxwDuIqPC~m zM*AE;Hb_r;TR1j zmz1%Ev}qz4_FU>wD{U&W!7>oT5>Q)xa@Gk#V(?DYAMU+kp@CZMdzE-I2WDJ-CK3e> zphw3ufVyA6GN3{RSMY#MoPmyD`%-uX|X(vX}`MqNQ}!Gl!=wp+W<;pQ2qt`d6b*I(7HboD9|TU5gPCR#JG?%f>!D zc9_Hfp(?KH1muL>Nkt1&t6sGs=q8Uxjf7#m$S`WlbC(5*gcxeWm)~@HAGb z9p(w>B?Ks;Yx<37D2tn~>t3`ErBu!;zi2P_G%l@vV^ByYDn!%r*B-(uT6jM;|57ARCI!7gBgu8F7$#Bp6C)to?Ns! zQgS109Cp1TP+4oX5;kpSYjqQWVU%H?xeLJX*nPSX~&+$x64Ms31p zjk(d#nssb;Dq+N}rD&>@t{haYVm+Smj9DZ}=|vRsgUGprdC(F90cb#Akx>J}2Z*y^ z%^U4M*b4d82qbog!qH_AXPO0xQpE@+lMR}eoB6o8Mp%c6ARoAiBPy8i2Zr)Y5?;=jX*LPkx`yU9w(& z$185+9%M=hhZTL8kKuWrV>seKxR{9C+L)P302Zs(ur^xNdu;{9IIB|+QG%GO z$~EP&3}AFI4p%d*K?^R+i5?4CTNaL4Whe|>A&AgBU_59bcyu_h`V2PfO7yL1TG0G; z!{_SQvS(3lhzZii5`73sR?3S4gi= z)X7$lnHuHws#uC7Wn3!~EIi>c7(@*k`xphY#sx=&|XA-fU6NS|1`w%F+ zcFQ>cs{{*k6-x7QFTv8G^~Fn-!_tD`ubn#mT^auXVLreE7hhGG1}@@c3Y10}NqmrL->| z95k(K)}Pxyk}_-(slDsM&DhZtF;$1r@mZSTLd{Z2*0niq>|*>(cE0Cc zjj?paT2qFO%DXn>E;{&%$|XGoVJcdMZ#=mTYLY-&w53-9)p^TihFEg8j#*Cl{U@{z z&(f!oD%@Q{Ra5x#)uDR&+BKiu@q8qrAH4x|%ENMj{^P?u{rsy~$-K^R)GLAG~QLGJ$miFD)Y0hug_o=MVP&g{P_ zI`qr{6{J1}Rfm>Xbul-Cq&)#-xYL(WNQgXP*WpReZ{@l5r9lb)P)ftcOpc_CjNG`0v(VYY9i>4}hM%90mN0A5uY{5=K zW)QPCI7dL)g<{bASWJaruxNNtlHqwv&R}kcfdZpLmg8adL&I8Qt!qkf!NeRrSnTy> z0UsGmM@dtXSYP8*y&Y0ePD~Itc~-Owk||KpCoPS zIhn4U78w40B$>;~?pe#wM!AFJ)Q)Oot@6_05eY!KlQ4@~j4m2-{{Rb7FoPe#j)Tzr zBG@+^geu`@f|vSMzgFfhB^-z54ou3RbBQKFEjTfk-1am@!)nl~q)$>U3t)6)R4?Yfb?wew=PsWqFPiLpJhrH{0^I`Va`S7;ty)VUk?T zc+0k~l@v8qN#g4cgR%vnE6#I%gXKF)eR|cx8&omjWe26j~KUSeS$lLX587zv|MO zy7jMGalKCL{{V~S!&jF!QbC)jqKUpWOR@xpm2dz*i!5I0^)CD7k~?4Qz8DhAnZ&d= z{?J6d;Z&S}i7};J#UOqxvZ6q{79;-vMPt&O!M-VoOXYD)9)sqP(ezQ&@wCyV@8gZZOt~~T zDBju`g{-N;qGE8SFlxDK)p+`uT2-Yh2ja=~G?Qt80yt3A5H2gBtkQzSFobZW zArJrrke}Y!Hsm{;K^JRXn!!_|R1$GD4I-Ltb|s}`D&ri;3Ph=SOgS=J%YTHz_WOcy zW9oAem7MW|2WOZV-T|0pc^9=3jJ_)Tjgt*jz&)-z=vMk4e{iDCtyO3~Dfp(HUSbk1 zdSu|%bL}|58y9hSrjiW4_U&)54p8Eo3?t#bhuyTW?whuZ3U19lE5&Jx^xZ?P5Rv07 zq+-@ojyQZY7Tsc2E{_+*R`dy2#?n1g!O#NVL0+AAI$_22zO8A}x`qD$P3&&Lky#np zDoIj^UA8HaA7tpIn=2vaGj3pLg|CCCXj^`;JTzfURj*L1)|A|9UNi-?`l*MB`PHL{ z)e%#&XX8||T^}ikmIMD$x9XhDzFs7{L%mUnWvKPm|rQNk9ET zcg35m%%kn+XDG-BJ-%X@JV`x;B zmQT23>o1Nb++dN4iVsxrjnb|IkA_uY^u#70ItkH^8daC1!`Brl*1QNLA4{|;o4c>l za_-p+Tn%iwR?T*0$iW~pz`|gnndsKxrB1{NMqy@u)}}moj5?hu)|KO;o*v=KuM)<# zuUA7zG+|GuP&rklSc)2gI8>7ov}qKjXq`**GrK$4!qxju?A3KeZ25dzijU`ztU$E{ zF@Rx26d0g6L}Ogd!G`6W8w_1$VNDq(juHXx^D`)%C(G#tkTSf8K}TO=IBg8|QWpKo zWk|=|r~6dH`tk9bQqv$PTsE_ra|n?pWut?}iN@l3>+iH>8`P-_Y6IC(uGRLMvHVoP zIySEq=N$TL9)z@YPxAgq!&PQRvRYd939z3kPT84`6ssts>5fgp?~v!wR&}>Y5BaT z;{G2?B0@D)bW0)lg11^kLRn@Z;V8^4VngOsJ;YAL7oFQLW*oER!Nka;PZAAcf@DuH zA;~Uc!_=a~6iz520IHiBCuMe5*=-D!%$s zmHV~y00!|RCAs0 zq!ua7p?Q0C7EnwfmSA8zUxKV87GzhLj@Y1#5}uI)ohE}zU#mg;;TPL6`yfimN*{oF!Map3hY!DWI>SXs9UB28KVKbcQ2j zVXT(s&+1zbFVQ`XlK5{j>_f$Z*y_>4*j^&Q-rcR6;txKkbyMhBbT+tkK3zY)zUo{n zQq0DdO59oeqFZ?!HGj47JaUMhSto2T&$40YeQ%hR+E{Zyp;VQkv>-jovvw; zQfZbs)&v%8u^Iii*$A(utBTN&>v0PzR~2`9`F(0(=}L9!PMu#vewgAL<9&8VllI@3 zWugR*pMGm#Bhas}+{Nk)N~?{k{-pjJ{{TGS<4s%a^GB+2_Xr?M!cvgcM-MMB)E#vx z5E6~i0Q9@=ONm|ST>4ad@5UN-@ zhN>)wN(=RA_EDa;zIEwZ{aRO7Uq3o^g~&dedHYD+5Ua{JVw4-`$?4k{CcRU^K%TgZ zDFtekYRozobt;&;;l+xS!-|-_{c!Pbj|AQcsL$b^AjwjyKOIKC7ywGS076PgvxDIf zunz82ewrL^n}hiDfDi_JR#j?p@wOa4QnOt8#nag=Cser*7_ z*BvC0blc0r)x0@q`|^LX;&@=~zqsz(gKoZc>C&GrA^9INJ?3R*h%h;wYp5+hmKl-I`$ncBTJ8|BQ9lH|4PZW(2JMhDLkv}jy%#aHTs-HH)Op!cKLgYcjJ59RI)K&C{t<})-? z;LKV63ju)#CiFfJ6Vu;Atf`$vD8DuvAHQ~C+W!EL6zj_G(%+St#Uafb*_#ZIWiABp z$u#!f31()1$~ilb;?agAP*B5L8D&-UEMW{{SgMEIChPnDV;N z64t9IyhaJ$7&rn~5gO*S(wYXpM##|wtts#K{Hex$GEDhpBr&N+3`s;#MG0Kd1||~; z2caZ##iyq1F?PGaaIuAX+e$55+~#)_rXxo6$5hWXgOIAuHT89J^uj1jZ@3T3s_~G4QCj@X(+F?@Or;*F|Va?V4Jt~B!1=Xdj2c(G0dSw z9+cQ8Sy?^?&2Qf6PreP(wD&OgR=s+Dd<~SKh>;nwI823dE5wkJ_q*MIVj^>?ELn_y z_PxOd3GTd}Vk~HtbIlEf$HK1t4gI$2UPXkP7@}A$xtr(=mZ!8x@$fyo->%l<)fv;S zh#Khx-M=sOar#`oW=f+m!__gfja{YgZA=}?1&&DUk{YnX(>D;`mzQ?0U)4W<9K|pH z04fSEjUEe4vSD?ZVE)GCsX~WsY+k7#iKMAD7PR-Ur=BWP&kZa5s#Az5U*$Dbgn)CI zWc*3$TSTZIEQ|jXDTCDQb;`el~1E7-}@`6xM6T+7|2OD(1p?`%fb z8#0AQquLf;yUTFf{5AXhxaRzi@|%&6z4EIZyulO<;}ZINME9SEPplg=4b+#S+qJdm zRcq3{J>7nFuNbbs%4=VAdngg)>Ps<^(;!$frUc4;fO|fQy+zSH{{S@k`}))K>BVR` zRYGF9JvBPSX_S;vAmv+VU5PNVp<-RcAZl;EE2QmTv-FZec?;K>0D{p`YYy)VJEd{? zk6YuUT)kvzT&$#!lOfDZ1d)`h?v*IGnwRh1^NsgKG3o-#*HWFsZ}89c{;D{X^5RI& zGKLK9NMzzjF&3O_+B{dGu;qAj$_6Ld?%6<&(1;@shAaJkzWVgzm%IM}F3k;{(Njo{{SgyqLhvBG$`h6vK48@X$LTljLuop>Aa-cgP+OveT|%tsfuOyB@nBL#a= z*OvzRd8GS2p>ra(CBC2s*weeB0SR)7UlDaGfxq*Cg)pGgSKwY zsY!)CWmv?eIp$pwBvpbU1!DpZRfr=krotiAW28P-Ofkk;yK8yIVmRC8QvembaI92! z?2a0}W{|k{#JAT_(+l(P%D%lor%!(#JfNJ)K?{6)R#|}W7}6v7w#At9IYTyiYnR0g2q@cyDcPFh z5U}>z`JAM=3uEi%*XQTOAY@PZOi{S}>pSje#z5W7NHma?_hAvZvym^67NJPCc~ZLg zp9?S!0zrscv1wJ`$@<3Pr_U8C5^4TXG)4>rx+lx8Ez#_(%d44ye7-jvz*TJGMgx5t zcH#=EG2yTS#L4chjcB@+S6ylKtvK;_XFq37+-W_fN?O0MF4Ac9*lJ6RTtQH+F04@( za;r$HFp&|AqDPfVIigCM5UDYcphqj&ptp-y0a|o!**_iuBGGHyJ`+z8pwpWKJ3^6vD4ux*JZU|5Q zX_|e{-mk5A(q#Rz8fPalNy*2VjIah!;0qgYF4bdi4Ga(AG82JYLr(ty_LZ;w*G@T| zcm7gbzKo1*9O*%dEs|_tW^y}02e6`Gf%0-#uWXZy; zuZ*l}@K7x|X>O0}e8K`+oC=mFeDp^Bbs`9#HVlFBSLy*x1 zKk;z0Hu;8a1~1F)w}Evlsv2MWmaZHIzshO!f8macsNveY)aHm~Mot4gd~g912Q&lh z;(caZ!1RS~+8*0L4Skv!dV!Mw^BD6(O7A!O?8Jd`n8}U2j%n9Q}g2; zulYqw#3Y9C9F1Is@ggu9;}YZ&bE#e2g7F#9ZFMQulrXB-t$u#*I&d1LL#irQ3{zA9 zngEG#h-wxFF$GI=P6sGp91fz`uRFFL1yHt8;R0JW6QG61v!N_t>P;GbpanYsBIMZ{Hmr=b2 zX`~M3T(2v`QcJtyJKDmWYQ-$NZcEJtj?yP@t3JOyro2Rz&oetcpJmZFB$;M0kugUV z0%wwfl{IicXag`oWGYgE%hz=;t8aGdr$NOFVft;g_q z8epDC9L;^wX1RAM>6DQF0JR2d8c1WtoVA0bYr1Y8Ya0Imk6wbj_)Cw&sU(V$W`wB4 z@-^)(W~6>cwL@cM7%Xhf`dJj$E#8r?@?*Exbp3vxFFtb?eKI`eD7h2H#yJ6yE{BXg zkrS}Q&Wqg8Gb&$M5TUig3!2kZWh+J)F;i_X79XuzQ|neQJ^EmI#+^x4N=pI;jdCU% zji{Y$K#ySMd2hw~#pD*FZJD*8e zH%#VkP(|lHBCS!z{fnv%PkC(rEBG1cgv?=JVHL0u4?77t8VYcvii-D zNxzEnFc+{{7i30|Fl&XN0W`y|2MD1Hhe3+&6}>4;Udo+(lulr?-#2-V%x0OHF;5g& z<(R+)bU5vstCd=?s7eAQ1PZrqQl66qF!in~{d!Z&4jf)wCRR8@k9%0)id?P5)}e7?&ZTuE@ACBNxiCAh`17I(;=__4w26C)tXcMC1}`(dLxo;vgVc9idDKb!He? zmn`md0O$oL-?i*1inZzN{r>=7=U$y@<=4-roqxOiwb5a9jKwlxYl8=|4wi7>xrg0f zZ;uaNmHE@ooj;GCzl;Nw%a~inJ?l&DTDe+%Z(>Ehzu(gxX8m1_I@Y&(;>S+DRHxOaPpe ### Distinguishing features of `dask.array` -* Full ndarray support, no serious linear algebra -* Shared memory parallelism, not distributed +* Full ndarray support, instead of serious linear algebra +* Focus on shared memory parallelism (workstation, not cluster) * Immediately usable - `conda/pip` installable * Dask includes other non-array collections diff --git a/docs/source/_static/presentations/markdown/dask-core.md b/docs/source/_static/presentations/markdown/dask-core.md index 0d6af8295..914538b47 100644 --- a/docs/source/_static/presentations/markdown/dask-core.md +++ b/docs/source/_static/presentations/markdown/dask-core.md @@ -27,7 +27,7 @@ Dead simple task scheduling ![](images/embarrassing.gif) -## Useful for more than just arrays +## Dask works for more than just arrays ## `dask.bag` diff --git a/docs/source/_static/presentations/markdown/foundations.md b/docs/source/_static/presentations/markdown/foundations.md index afc270fa7..498006bba 100644 --- a/docs/source/_static/presentations/markdown/foundations.md +++ b/docs/source/_static/presentations/markdown/foundations.md @@ -1,3 +1,6 @@ +### PyData builds off of NumPy and Pandas + + ### NumPy and Pandas provide foundational data structures @@ -37,7 +40,7 @@ Date: Thu Feb 1 08:32:30 2001 +0000 ### These limitations affect the PyData ecosystem -### Hardware has changed since 1999 +### Hardware has changed since 2001 ![](images/multicore-cpu.png) @@ -48,7 +51,18 @@ Date: Thu Feb 1 08:32:30 2001 +0000 * Fast Solid State Drives (disk is now extended memory) -### Problems have changed since 1999 +### Hardware has changed since 2001 + +![](images/xeon-phi.jpb) + +* Multiple cores + * 4 cores -- cheap laptop + * 32 cores -- workstation +* Distributed memory clusters in big data warehousing +* Fast Solid State Drives (disk is now extended memory) + + +### Problems have changed since 2001 * Larger datasets * Messier data @@ -67,12 +81,9 @@ Date: Thu Feb 1 08:32:30 2001 +0000 * The Global Interpreter Lock (GIL) stops two Python threads from manipulating Python objects simultaneously -* Can use multiple processes in simple cases -* PyData could cheat the GIL - - because we rely on C/Fortran code - - but we don't take advantage of this +* Solutions: + * Compute in separate processes (hard to share data) + * Release the GIL and use C/Fortran code ### PyData rests on single-threaded foundations diff --git a/docs/source/_static/presentations/markdown/pydata-berlin-fin.md b/docs/source/_static/presentations/markdown/pydata-berlin-fin.md index fc18811b9..c928e3d6b 100644 --- a/docs/source/_static/presentations/markdown/pydata-berlin-fin.md +++ b/docs/source/_static/presentations/markdown/pydata-berlin-fin.md @@ -26,6 +26,7 @@ * [Bottleneck issue](https://github.com/kwgoodman/bottleneck) + ### Final thoughts [http://dask.pydata.org](http://dask.pydata.org) diff --git a/docs/source/_static/presentations/markdown/pydata-berlin.md b/docs/source/_static/presentations/markdown/pydata-berlin.md index b14dfe5ca..9e61051a2 100644 --- a/docs/source/_static/presentations/markdown/pydata-berlin.md +++ b/docs/source/_static/presentations/markdown/pydata-berlin.md @@ -34,4 +34,4 @@ Continuum Analytics * Gigabyte - Fits in memory, need one core (laptop) * Terabyte - Fits on disk, need ten cores (workstation) -* Petabyte - Fits on many disks, need 1000 cores (distributed cluster) +* Petabyte - Fits on many disks, need 1000 cores (cluster)