From 9444fd08a275120efcd0c08c0d66186e55d60c6d Mon Sep 17 00:00:00 2001 From: Michael Plainer <6825443+plainerman@users.noreply.github.com> Date: Wed, 22 May 2024 20:33:36 +0200 Subject: [PATCH] Add visualization --- README.md | 1 + visualizations/aldp.gif | Bin 0 -> 2129788 bytes 2 files changed, 1 insertion(+) create mode 100644 visualizations/aldp.gif diff --git a/README.md b/README.md index 08caf1f..62e397c 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,7 @@ # Doob’s Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling In this work, we propose a novel variational approach to transition path sampling (TPS) based on the Doob’s h-transform. Our method can be used to sample transition paths between two meta-stable states of molecular systems. +![Visualization of alanine dipeptide transitioning between two meta-stable states](visualizations/aldp.gif) ## Setup diff --git a/visualizations/aldp.gif b/visualizations/aldp.gif new file mode 100644 index 0000000000000000000000000000000000000000..5b937d28a4530edb541b4e7afe2c175bb751767d GIT binary patch literal 2129788 zcmdp6hgTEL*G@t}5(Gl;NC{Oyx*)~SLzNbK2dM!;0ja(r6hk!>=^|YS9YRM8y-P=w z-jSkMuppX`-@ozg*|TSM_RierdFIaSp1Y%`udAf&x(E~l{saJ!000^Q0KfroH~K96*Evmf`<<21f#rNB|lMz#{=fBw!f{xV&lrK*0ehBmf0~qu_895{^Q{QFu6t z2uCf$Q2-bL?U6CNVp^t0Luj8GGTd{aJftX zToRTq373~w{gaV!G8{=pBFShp8ILCeh-4y>yi6nmmdV6r^71nIa+wUcB*QPs$V)Q% zlDvFLzPuz~X+d1RB1Ohu)euqer%f<^5`0@BktnfL}%};{nTf z)bjsiyt=)@23RHnh?gk*6)7Sa4M3rV|~H#{cyg*wbE#^tM&L@qx(dWad+G4O2?z)^{MXm&l{vznj0pUfn%AYkA&H} z9DE)fOg>ip&qS^3ykxP#OE1Eq>+z?Jrl;hmbpIk|Pj}~QJ_kIx2>W^Z{7ue{yNAB{ zL*I@!rr*3FlV7i0+r)rb+0!vp!d08t>xzdiSZa0At+-yDQCOsL;w#sLgZFw13GC}^ zrBA6+JNTn{gee6Q2~DD<$u}xRcam=slmwGS^OxOHRn~0;QWTGHu4zhE9fu*gN9s;u#kugzD0K{+fm^au;W9%lL&yS=2t^SS$R~(QyNb>gGw~AgkX= z)2MLGNpsWr_*PlkSI#;uJny)7={o~o|B}^!W67c!J0HOenIykYb?H)x^<5toJL|ho zdkgkDcjxRs^-OQqz_EYExgNZ}P#kQ~Gny0If3yI)40ujWQybWQ{jO2P;J$9u=lI%qQ)-ro8?B`H69K%}FWtXqV*JD$&m*ouB1Vp{q0VAA%^Z-s6l16Rv?Mb5P+nKKl({$5bJej?J#1Tw!du)_6CMQz3k)YehTkZvq8zfz!j znCks4wph1~t#24LgN3DQUMm$*d&{#MHd?Srfy!uk5pyea!*Fw3S5N78=UKG$f|aZ9 zP<3wjsmzOcds_aVh3vryACpY%3VD#P^awJI;msO5q8?$+s7j4(PTpSW6=|JTrgPQn zFQrh))JpW34KPlj`Nq3|-7sSaXw|~~EA+&Qztwq2nX(3}IB4t8NsTTqprr)5V`+=N z_%Ht9+ut5;p>YDInI$`(vi?@AJg0x={k{xabTFdb<)1DW^PZFTkW%3{L)5S##bnas z9+l>2AqQ=VX*f4IRul(aAgUD1W@xT*na)i&- za2J{uzuoZ`n%5*T{X*rS+PFwyDfiXJc|yW?@GuT+m0JSV_-s`aII^^9y-{ zU*4zrK*644mLE+U&y!u2(EM5gP&GPn<`OjvVU_qLdUvwFrFt^MCCE8Wv zkPlN)2|_76YabONBb1&Ji$Poqd64HmZ(m6oUso^Qv(q&nw*MD|<6zm7KNy}X{P(rQ z`P|p6@4}=AJCAo|aitI|)yUw*Cy6+G_?fMU_a%e~=qdD>(;KM9&b+PW;i$BUy|Y~M zkGbx#Z$Aim6x;rmrC!CaZ;xuu&^vy&nUntjxT0%z6Bfi*W+^gnw>hz&I%K<1INy13 zXqBt`!?Q8Ih+aa^c8u(Vq%y`0K(iXL@LCs0kT>Xpx*(ya%{+ZLwu0H$*CLfOx$L3F zDfE@S)ze%|ae#j9?0zZPQ$G5xZ72MlJ5 zdOkq-0_dEqXZ-obU9uKA2HhNhdIh@E>}w@q9NPmL%Ne3S9xr99Y(cEy5}O(kYsXH~ z9qlxx2u-&28tiWaxEFnbzZBcp#H@jWJ*8pevfIf#cz(IFcVYBcywRpy_xp&d6n6SL z`y$**@gaO!BT^*=EQ;wHGyNgW+y#qcQQG2{EA~UhR2ju}Nha-axmZ0y+q6Ullc2gr zOi_)?lxNH25uGY;PT^I#8K^R?#Igo7`}(#>Y~S>ggol~wd|-A7G0Z1sWYWR7HDyMJ;$8J`e;05S{1@dMEciJx{d6aHk9O^HHBd?GLz%d(NCK^5 z48=#XaZKdXvsk96XAoU)EQ8A@tN=`d4*H-qbFBs>Lc**vyt5VIFbX>C`_YoRt2zaSWujo- z2vxI9%A}k~&vz8YIkJ}59{v@HrkMptjZnOdbBMkVb9YfTfl2MEGJCh7~T1(ED(|X17IBzXid>AG&eB^B>S!^8FTow z!{$N$a-3HNqa+^3vk5eqmrq5i<}dgJ;^Jl5lJ6z_5=6KDkxQM zIrW^K)ua))?G2(2(`;!+J`{bbvq_=V_~^3^$eSZ^rJU;9Qoh1457@kHO-c7q_L-O}x zRj=;>_0OClD-#BAN+o%@U41GEZrSl1nU0o8?#p1%S#Hg5D`Dm$3NlzNr`l<13>cH> zZqb}RHhVy^{CuCztZm_yV3^7E?O$+f#ar( zPQP8k3@DFkf5jtS7BLPK#>Cn9=AQp9T%&$z5s@8N&3;Dq@bT4nL1zXQDh6=j0pWyK zxtwXjFe>}`Y=wxbR{mE-xt`a2D}Hqdugt5hp+ITXfVAo)VHYsgHzrfJ=Brpm`9*vp zrv#{!KoJhoKBJIu0r5&_e;TXu`JGqcOYo`uZ}dZDdnZHa1skeWF*8$6WJa$=k-hZJ z%VL9kMKQu11ODi8IfF-tK0A{=+9dOVxQa-8q z{IRtEMb`b<#50aYa()H4K;1%`!a~~Nj$f+8O%=01WlbNj1Ya`=DQvJp{O;o^w+W(~ z0Z_RB*zs*QNY~gDT@>sYIJI@m&YJkXQ@r8V=dh2kg12CQRmuGckUazX7621yK-T~u zjz9p13xIYL6u{Afvx5;hRSSr9RDX&-$~H2rG-T8?;bIKr5FJ!_ARPci2Ln;VK%4*& ze_&VYAK|dlT5jXU^BhrH9$HHkoGL2GYBNq zDDSj6z_titfUqrv$2^R9sr1nOzITJJYTE)Mz@~>(ecUgd0usQ0!nlV{XkJ@KfjGn5 z17@2#RaD~Mf$tU%X-bg7$ZY+?Tb&d}3|SabqW#dl6Ot$Zd3F3#>^k_~8Q20d5q>#1F)>KB3G9$*cj`d~ zeJf$3sV}r0eAzwzw_7LTCR0`*(6F|DoNK5pYQh~eQE=IRw9-|aGFitjAVGsvI9JQ- zRvn5NRw=OPyUEDQH^w*9_3rw>WAwzz$yCoIi5dW+3Iu+|5ntJ{UWC5=ul3E_$p-(` zc1X=Q6QsI717Ru@b&q>OacPLQt;9j|ny*aLb)hq;1Y8(OG@sMujNGW$}B z#~p4f+Ew&C1X3GKiP!crpvMFn$HFGZq$hhg0CU>@RpYg2tH3wek;d=JB5{txKv#XQ!wG4HY(d?E5i5Uu`neqT=NUtHA z@|{jrd)DiKiTyvb)7^_iiJ=p&8G1Z0&TqNVOiq8vNuzOq%R$9N3;aYGd>oN!q#~K4 z;4t%iWsa;|=Qs9L)8d&V0Py1y2)*q6Y(GXsPt_%Nu$uyQFK48U8KsN8$oo$E2yiD? zR_?bD1ClE|aBbo#qdANsJzfr?-CFYWy_?^Anp0B~1i<=5f9)T@c;qZ>_1(B(-y4aI z1IBk+&kZE_{G;|gT+XPH@eo%Sr7Iqi?2;wH0nY7S_2aWoQM6W>pIkNQK6*d5LCeSr z09dDXRIP0Fz38p!?nx}@;CBS99*Y_+!+*Z^;-;dk`r%dk!)u={TmFgsZ3!Pa7f=W+ z&t=~&z-VK2uCBrsEsOwI@k}HXbQ%8Z;ZcV$bA!Zs+W6{g?^0556?>crxmoOc)ar)T zk#(tR_p$f(oiwHAI$p!4wZS^DN4A{~&ch4S-0Mk3gWcnAvm_bJU4WEx8I@}U2icZ_Q^*ln@?W#m4T~mhnQifo13j2b`NA5H7MDx!Y6WAwR>oP z^AXRWhuL~yeVb2YkFE<8r?R92qcn$6iNId_8UlDRqh+HvE3!A@-tK*9JMK{rbzlce z;P=fxs_0&OMCXU6H{49**bk|z@!A4{VSu0jzzvw!T3Qz+eVhoQF}pjE2^G#-?>qW(i1jRh;9hYu(v4&pR26!@1t&ko?(rie+(5X0>DfTm~PBb z76}A2K5e~=Z?pP)_VxO1Y$CVy(@)6aYVT6=9ouqIs{99ZLn}+VECO7BEop228OeYID5BcEPFcK@ z>I3y3PJ z051u2<0j=@1OU(&-WY>3$o{GG+2dsWr)MCQ*V)gQhQls4w}sIH_>gyy#XYRNPMh*x zKF#;Dqqk*D{MwBG00OY`L|GlNbr;|2HUnaXRZY|ZxH-Y$2>;suzI%{Osh-gPX(InL z`W$v|`mGN?rIkKd=DF?zQL4DC#7){$?ME#V9={%@HWyGuw&{Th5SW^cw2%29k~0p% zBIU6>vo(-l#b*-i9p8`R<4ETNQd9`Ci+gBi^M~&nab*=m}V<{<+6t1Kvw(WR(n zqds$~+no5@)$+u|qyQ$VHhsJAKJAre&W>wmEjCRd_eWBcu|wqjB^atEK1c?MP78&! z?5?m$>%Znz3D}KM`T1zrCtvi;1v@k?>|E}lTiE!hPhf`Olc(tODEBXZ)32QU7Y&j- zgKvjwfGU#zUU11}c$cWl`yJZh{I300{7Mb&u@gvZkhOFZgUiyDKZyIZ%rqtb0)8we zHl6SxtxCR)=}WRG^dYe8{Gnl!Dzjv*j}D<$G={`{Bz{7Ab~bUVj8UB1Ux59d+=CJ& zDNbO=pQ~BgK&fx1-`MApq)&MO2>zmzP=4rQ$dq(ettEyXH%bxf_1gvuTlQq=(8M}C zQoY%3Hw|T!ZZ_-SzI%jI|7%e7_09KHZ6t|-TB5P{nZq18xkE>5ys7Q(4Mt|u{80O1 z5R=ha2{qkoZ%rseC(S@2V=|wBdEx5B_#2d=`?o2@olCQ(JNIu&jDWuh81<`1r!=W0 zd3u+|3mYhzmu;%|)AZ}y;66e8MIsg#tpziP)dHd83nFwe7xGo2$l!iC!7k1LJHB{J zzd0NG;OkaHHo1Pi6pupm%^XWknVil&HchX~hrwz{s!ZB5?{{5FZ{b+#Jst~4cCO-= z>D~ynY6*9li=&=KjG(Dqc&~!50JfNX-9&yYFm9oo`WqssstnOL3HN1 z1u~z^GC&a8*Rh@MMsP~>>)mE_i_g99IC(VBy4)OR^m=!JS~$hK^eiP=sV^>7WnbkO z@jGN58lJvr5zt^QY%~^c7})dS%iIs?)Vs4J>WC{uCHa1&zH;gBKK*x zU{4@-q@W5+fPiC)-xv?2`=`hs%2Y008qaE^)c2IGcEsr+frsAYEI)Hr^zj`yTwi%Q z*2(4jc1H2Xr<8}CR$s&gBtH2+6>w8pD;ZuQGkn_>)pjWf1s%-E7T1gZ{?;5(Uk%Lf=6x_Ma)^jdcItdpGt3lU_0B=S4e-AKW zJv-f=sOPkNV)rL~O`Xl%5?(ig^)5IxI1J^6E<-k{GFHtQ+%~oOlx3)Ns8Pn+^5D)( zDqE^;x9E;h5jgc0f0JR-4YIdtp;8R>E$xY%+^Wi&^Doc4!90{cBfRXQ_XM{MXONs8 zj9G<1<%smT2VaLLl6nrPdSstlKu+Na_6kfhx5Te$q z9)+Zaj+C%(DW;`x%SYzvsT|FvytB91^JVVUR(pnf8pnwJ9v{bJgcti<4WJdrO!+x& zQ85mADyVGoKJb)I%9u+r%@4dwceSvIVWvdqIhgV=P;FWc!KNR1_ZIku4AlcQ&sdKd zowqVyUX*Xr-Mn9$$uAyYEV~<2`mR|map+NXvnC}k)GX0lp1?HZNqMoO{U1=Ma2pQ& zY*So~PYS;Fg@eX%@(ycLBPq~z`R%%m{&eA|rbJ16xdl(e6!g&L32XU+VYH9p%dg)n z6>Aflo@m`#Vpyz7MC-3*0C)>f1TusL2e7Or#8;cJl%^O$ac|w@)4obs+(jBP^^2Q# zW)aIv!4uR*2=IWihFrTP(&u#?=S$5YsIa%U7C+SNX*QZUgpeS`&Q)pn=V$@tY;)>_g`t$kIM(XP1l4do~;ANge1OE z8v5xq#;iJyc)C?#&El~Ay_}B)R#P#Gl7@?ZOD+YycLH1}?0a5+Z1PT)$zG8X(bmI5r~2E7Mx-4*1ZOZ0y3K_sC>)(r%W4DT(^Q*L+g#-^C#xzWEUk_iqMQ_qD2MA6bZD<)_} z2RhiXa9r}gRQ;7=b%+2Leb}D#tEy-ecc_)8}wnd~DM z>#Ce@;M}#uRQHV~EH$2+^b1ikq^Vwm9JHE!BTOjIlR zqShoTXd94pjc!L`IsYBQDS#(Ea)hN1Cyy1VFRyJ>;}}FhbG6%FX?eyANWb$hr+c)2 zsN3GO=LYpn;|VKG_>U}x+^dRi9lwK;k4Q98zYT?6! z*0OTQWMGx#0SMuZ7ncM@u=jB*3fSZ0IPDckG2izp@08s~w_ntd%U5yn3`y`qY$Aw4rP z|ME5s-RvrubICI=zuJ^QWL$s@RwQhUcl$wC37XQ^^x@p2*Pj|*J$d)Q<#CdgC^94M zW{#HdFWtvC#R}(MH*iZxtXhU;{evzt`#30Ua8A$9-tA%K`orBQon6bm;y zBsW2z@3Bh*wR2jHP*Ko_f!h*>^eZ1RCj@oZS!9WXxjZU@&~&WLkhB(SE>s9j($(6o6!c6uATvbuM&gTYCJJF`5qnqOZ(?%qJ8sbdxTpW*&~r4M zhAA4#Nq5$$0J%vwcR@;k!LDz2dybN%_`BJIlUM)r-?J4ta6mUE?v3y}(Z~4Zt+eGYqO(xF zJ1N2liyM80P+=&={VdwcnRK}Ms|`LPFG5S&L8pKrovBK`<6FJhu9hSpLW44-&Ocn8!6KdY=<7(ZKr#=h!9;cR z>?%o8B|-7+jmG4i#U0Qh&7ejPD8^lhH%jP}7EbUuxF$ELs8!|Q~|c~ z7ljztYt^i7uCUiwcZ$1>vG%G6`)*+#Q+;5>L_}~pyR^YQpF6h>p+edQVPKYu$tP@pkZKwv&^PyS|>W({3W z!%-7NW^}UQq~30)mF@T~OJUPlX%p1jaMfHYzPN_&7o!jj!*9-tp6dd_F|cyzXhl*b zX@&O_f6_YVBzxrRI3|P=9yv^$@tZU4OEQ{)Fmm7#(jSd367Ph0RG(5qFI&=Bq~qv}y*@lOLp)aER%aRjx0awX=N9{X#Tw#jJP7RNtS8 zyLM2fb8bi5B>U+4y|G+I7`FK$mB$pwio>Quc>Y=9$g;+$zbV5_Jijs;(o54XIBWhG z0B+=7y)0xQ?8;RcGl>zS5XxI$2Zf6k#3=5hvS@bS4hr|2Aj>^SO@ zDn{wcdo&)X&u2|GEX|tfGy(&+B5D%_8s+`IOBqk-cgv~uOkDl{?5?E7^u0MQ^O{#P z(Z?VHxhQ=((hoVNf*|S)Qa%N^GH>j7msY0XM8L6D?0`bdu>$Yf@)D^^WV@4#lY@Jg zF5%bc-%>-e!T7+(B>uqR_oFxl8{nJkFYW;qQ@>c>`aS)@7x?o70IDRfm5GpFPGUJm z<-Q&++`Yrosy0;gmtw}p2l@+D*a}RK zzUhAD)J~w$2->|_kQ>7>+R2KGF-`(_V!kLft0<6h6To-~xU;xeFxqw?*GWzs2kPzhyS$!BejP*I2v}E> zl0Cs_a@|oAv!%io31%>sen~q$lnc3TS|p0S!LD{#CfZOS*HAY5j^?)0BaIQuvDz58 z{&$|U#&Sc0+iYVm;Y>_*GZ~QYc$gzDt@QOJ2lk7M{`*4&>#u2fJ3qk=eXEJVCd>g8s({z6CGCWs(7 znHBlEe^5QnzSHkRQ?z#&q2*Q-u5*!NP}Yn}T>M&k(H;)M zTAXr=<1TvuwSO7m%eV{IKV7jDM?!-etz2O^mkM4sJkGLNo;0LLRP5h%kFC> z;WvSNjp2!KPHgWfYgsh4*i200?og-U#CO!{iK^8{Z=mDz$pljm{^8xX#CG3*V|6y$ zy6YWr)ZBu!&rKK|*S|2*n_^wwvM^{?ALR|s_t5>=%MpFF%o%1gB7vP;0Di_+C6r?5 z0ymNBZthHg^bdLUF|b}l<(sOVzGBcNte$+Uxa{*GG=Xa;(M~z>VtA)6##w83Qm38I z%tLvbRXWl75ihG>eIjXA>A4+FHkh;A!RJ9)c3cEf~Tm~Oq`YThU}og-7$l{UUO8_JEm!#1^}@)ill3vVuHWa3T=YV$#>|5`c}9}rGuAsXdkpmzlD%;7s=g}Qf?D1i z8ytKrP<-^b8T7_>=syk~GF&Gq_uKv>V+z{DI|XAWPwvaJ32(m|lW{u+2m~@RKPl!m zYc0`W!hX`fxKF)OBJn}Jl%$NGJ0{-noD0&Q@-#wo<_>O_N#KBa-}zS*&k<{Z&=s#6Ab4 zl$xJ<0V%Rpfj%4~*Z}B75MjczX8HXa-5cNa?$xj2vGqJ+XR{NL;YH~Hu5!atRLhS< z1>QEeL&QE5j(D36flABsDX#BtsE zeEYwx_a5>UX88#sfzGQ}Uqr%M2EsV?P}DJ^c1rdT7HiBYIenbC7n-9ewE(7;Rpogf zIY#3dgQxYYYW|CIvCZl<33LL!DUNrNo(s4v0au02lM+F28si&enIDB!RPn9`7M zkK@3ObpUi*cL_B*EGjubX*)x*B*J(s%Lww9jvXufCHd+4r+ajx%*z;}9=+dE(+_ma zV6|G$Q{_TFEZP65)nhrc&ITt)wG}jo=3b8yT_Z;FH&9qwTSWI(zjI;nJ)8{2yudw% zMQNFDCQpz9gd{oWzlRWySq&9*djh&pY(*Us(beQj$uC^e^3h|`(M+N-e5PMD?Ve=yeEDEG{)Tqje&Sn*-c=yqHdPCzdMJ=*A@AqG)I zvo{Iq;Q5fA0zir(VRmWDhx>7w`@*Ku^08S6WyUFXd7g{hYy70MVj#*?9Imna`vU=xrp-m_ z=M`reMlKlLVNVXX4t~#Ro%VGqFs)LlFI<1tis54HT!;DbX%2(MHUo|^5WZ;Rre$2a zFh?z&`rN^IQtc@d-mPMW;xU|#oh#N{^!{_pOO1F2n!&oC?#3EWA!cSdNRw`$Ron=9 z8T6|HXa8S#c+;$oL8+&uyV00fj+Sw`^=h2hvUWl|TXrA6r{$UQ2U86+Ovf)Ets|dB z)QvfZ*(5IA+VNqKb{r&Ny~OZJiMBkfWvf?tV#SkS|Xtr;xG}1CI-QCveDh ztfE?(KgIzjE#Wa_A?Y!)fW9cvU(}6o+@cv}bj^6q_oYZagh?8rDKXr!aIMCJp3b0QNQy_4TF*HGV9{6&vltUK`L%VDL%tI z((YAubj*_FR6{{Pm?J@B#ZGidD|(~+CZn`Av<5O+IXmd$`7ebl#pwOtlWrwwAuOUe z;SM&t^mklcaV(?lw>LVp|2SVs1|tT`{;Y+}>Hkyc8>AQdsoVKB;2)yFS_rOs6+tsu zgN(@?B1_K&&o)mn&I4mj%nhY|^$_NAw#-G1Q+R%SD%r9H)*U|!irukQN3479=a_Bu zE3(&rf=6(MRE^Opx7-^)mftlMOKI%$$-HLdZhx2Atia*1LY6f<+VhC4PNohwaDb%n zQOP4?sHMeX+J|A3c{qb;__7mu8zs$=r~y>%nu|0D$<%PAfoj_Hx!Y{UvN#Nabxol^ z=3qDbO+9RWe`NpO%+$xB=o&5MN*|RlsHm>+O2l_%=}m{QQcOi<Y39Cbp z3$2Cg)_Yt$O&;QI?6J%VeE1tF)e!NHj0?pX3hK9_Nk+TNp~Hfhh*TZr2TZA7N6!)% z@e|iX_-vER2f-qmum`wmC!KuRf)S&=+n&3|5UE4n+rGz9%I_hj+j1qejhh~hu}i)Z z*7d>4B~tW3v${v2$bVa@6xSKGSXkRy<4T$##UPX+Ge!N2^Z>HO2+#J267k!$j8pg^E@A&+b6Z+Y z&(-PKgB$bCn8r*#SK;f$pNMaNhIWqPWJXe3S|;g4tKnX$OadbK=Oe=R-~3s;FKCoI zB`@jwLO4){7S%XUbt0G`=5U`vNVME2#{(PQ3XYX?eH*`P`kI*~Q_$5^pjmbf`^M2r z(2e@waJ++9tO!&qk)^vG!^~s;al#Yy2Q;kiiN=dYcnmV%DvCWXK4GMGLs@l<H=_ zZSCdzZbJ;Y{#M;z(!<_jH?N~q_6c1VXzq6SqF`NNsORA=yUwlH6c9nS?SZLdpaR;}Us{1BS&g9n8SNx6-Q;5t)I?ewdwJd59^P(n{gieR4qY|3f1)Zf#FJFj2x2hK=ucAp9>26GJP%B%9x zQBUW)_d&jrFziWjX^cQD%!#`btvc^pw{TZ`r=%WpDQ(vMtxrm2q@aiKZLmuNsIK<0TwA@|r#-95 zj$Cuyg#WhKow9(5GK1;(R*a16Zdf&WPbb=|1gf;jB?A13FaKEz4*1_%t`Xd%`*ji@ zRWo(D>UdCNtui9aN1_ZY`gUE3kAhDLKz&#Qq+s8q5ZOG}p&);)REwkTWBozIKdGP- z<$DrglY)41}q={Oq2_yd|6NCOfNKZNDZy!_LH1-qyKG|K`X+kM)A{W9~02 zksjxxpFf95k?lwFz;DUt* za`cVqjQf}LF?$b1iy2Pjk!Qg_=tCB=7%pFC4C-RTt`gg8E*>^y)vdoU0N^|KIuC-{ z19RC~Os$IGOajmp@t=hw4$b&AnSl#P!)KTez^{n7bi>XP2WC^Ke;rdwRvI^Sox8Hn zzFdQ9cr`nHJt1{)Y0vl_&}rql(>n%){KQ%miE777xWmkj9GU4)u91k zPEQNhT3x95`bD3VDm*ErdAk8*M=+_E{sfjGiGU+-u2yP$BZ(WG3YJVg9CyOgEX~{m z4fuX&7}AK&&;!VJ+??(`r-FCWGQ5Y%W^92#8wBwC8oR*`r;{Mqri`<)L~Q@XH8}r1 ziJ( zlNJ%cuPV3}w0)Vltx$@g22>~{Y+ugu+#cWA9i33h$h*LNhzJH;lRy=0QHeY+HKHul0XDc95~w4~$pZUB+Qe6eAJ-8n~XZzB5ut6XolUT~C_P)m52 zmI7ehWFQPvX^IsPDBQk=NHOaZPsf{hA{4Zm zXl;ZuT-bN9u|C?H{q+~~U!CV-jF&N^o3x^aP^ybZv)e^t(X9)501WV!0|UhZyr?Ru z0ev(M2O*wbK5y@HaFQH(=TbYY8DNWa8MalYfCyb1ns67IU15Hp$mHIE;jp3mC14T0 zBb(v>^?c-Mie|02WvAZ|~uhG}=-{;v~o) zslSt4w1o&LaAz?ms>wSst!l!R+mW~%4c!^rbI+H?#gjO4;s;GYj*fR#P(KX|SQb}ZMZa~yPt5>!oP zdPLYwb`#Tt0f1n{sw?7?a@D;jm1%Awu}p5qUR$Bn-0ZdBY;i>p&W=k@b-4ky8p zZEvsa?X~xN9$nrqIJHA9!8BoBZl%}hK6&-!gI_ZM8SXG|a97fE*K%*yW^C?4hS#nQ zI#U(9YDJ)Xk7_Qr*33S=(lL%J1m|~YN(i&W9C^?!%<9xMB^HX7MY+9*lY&&b3ClBj z|6RNxN>`^@&rjp)35)|qr=iCOvqur9q&9EW^GQ&4IkPINurq(}`pXw~HOBw8qnrp$ z<2>Sb5Q+jAQN{Atj1^Zijw%cxYk)SWym|Lds{2e9isz`@irY7sOoEx@IUWiWP}8U$ zp~t#1tA!4Bb4mYg7ijGBtS{c+T(63KyY~s=Gxy}x=0pES>(_pwd_NB#oIzLLA)bxY z=8Mq6oZ?buafdp_qJ#*a!8D&z&e{xZ4O?s-W_#_EPi^e@%hcXYhkobX(2w8$Z9ud& zemm;C)AYSt$?>ohXHhY)F|(wlA76JNs8cFc_U{1lgWE2nq`A46s?n839Wk@L*2^IF zpKc|KC{-Zpo82p^r{6-pYzE4bO7R9e(Dn-5(r950EzGgrG4+>Ul4O*^`4!tKtq|QW4Z%B zIQ1i&PKV^=$CD%~mJ?LTHF=pouAaj5-+EavlnZ5!6dt4TqnzZ&FQVmrcVlg z0HnGw z=_$!tsY>eI`(|Tj!t2Vau`wi3)}()dfc!eu6clHX)q&>h{RcuooiW#>fp_T{0<#`L ztPpyf$rZaf`XGlr6A1&0PofqU_7Z%kDrP=A|L*6qcP(TO0*D{=pVP;sG0Y@3Dk@0Y z3cH?6h3eS9!R|1b@L9J%)TyHGu1It$ZxUn!%1%EzQa{%p@p5SKo@o2p|2M?}sbTov z86WEdtv?}@ciWu3Gww8VC7XtNHjUM3B>4V2GyF$(m$Go+B0FDijL!=MJ9@u!cIBV} zhg82OTHK9`D{*M9)$f|3|Gqrpr}yyI&k*B+R=+$FAgc`(|8!R}^*?5f@T%tG-z{dF zv?D$7>N^R#MBdJmTR)l~Ds)S*x8LNxJ=I^q8T3=9B_`uWvYc~w8*(rS?J(HytNp;O zhMpK-=XBd$q~!^(?2)2IRwwE&bFe0RlkVpq(eK&=w~g&R{6-qRek(IwC=<_1KD~2k z3|9&E)BLfU(pE+qsz1#tU%M3`qhJ*9Q`5dd+;mKl`sN7~IzJV&g3L!TtDwUzn%A$@)ie-D8Q39H^h|BC|Gz%DPrxKflm= zc+Pq2@**_RV$1Z8qOu-LZlmJ~Znx7$S#(3}OX6AOe;=RCdo=P!c&B&PeY?jXk)Jgc zTDYhfxP6o|z*Q*syO=_zEVlENU_>-N6s^GBET4efZxG-9opJNR>p-#gTie6O5w#EQ z6s~ksb0sUjT5&>tlVpmloWIjrqmnHWS^9qfgg|@0mwC2l|GEFLkoY+}ZtNzkZF{$O zb)hSJVh#Jgi}*4}sp=tjxhB)9bNfF#wvwm2y#KYKzq-4NIs`+!LHGbjw-EW^(LCX2 zAyV?oTKt3eJF;JCsJFWz9+_~iP~JSoW5m#019rS$`;(vhUkAIUN33TL9&=Z_&!am- z`^8mE)H7wrnSuJcbM`9leE+U8cMDp9ZTy$l`od4V#alRjXLrEoyu+h>!<)0hk9b%D ze531j5_|o-Z+)>(Jc)<>8{7O1Rw|wM=d4S-(=$1+-@O)F`_J=NN#*_1V>;J2HleG% z*$ckiV?Esadl;9jH4}c-&+W<2dD`1Ix6?V<8$QD?|GwU{@vTpD=0`r_Ykt#ne&Po{ z*vmZWyS)aM{56NXh_AlrWB2T@EaUIJ=`SbSuYK9ezMQ)`;NrgDr!I58__bes?E60F z*L{=oJ}<|);=8^7hJN$!Bh$}3(kp%K_r2#UzxP`{^qW5L7b*1z{qP^ZSGRfzKR@=P zJ^Lqr()a%M!#{do|LK3e`KM%rvpeK}W6wwGf$e|18GrTnzqem*1($#LtG$HFfBE;n zum?Z=TYdZEfAnuZ&LhA3r~dc1|NDPG?K6J)-#-4wzuK3-i#vbkvVQAd9eo4+_sg1g z^S$!Fb^EvW;D0~=Yy0Mlx%iK>{A>IB>wEZ%w0*4C{QMuj`#1jJmp}5?{`BAe!{5Hu z1O4vLKk?`P{J%fRYy0=pfAmK@{YO90=W^$EJ|s^*_rHC-%WwaaJpY?;`P2U9^L_Y# zzw&GO{pbJfBY)@LfB4gXop(L$Q!dVTKi@n5`)mDtmVcegfA!CQYlnE(hd=&5{P%DE z=5KBHsC@WqJNRq6wFfqYe?R_*|K{I*_{;ypV`=%f_SdWK^1uE3$39%MCVkUC_>V|H z001HR1O*5Hd;lx}0002h0Vx3h2>$@n2pmX|pp}9H4kfFne0u@4>NU>r;i4iMe zT!?WaLys2IfOI%Aq{)*gQ$8%IQ6)r{2`R#K$&n^Wn>cgoY>1PO&!0f~s4N+@=+2`^ zMSe{BuxQYi7H2Y@N;Ricr6@sOt;%(x#H}X5)(k1NV^^|X(Z)O*^=4SMaO2Y4C{`}i zm2=fO?y8TPIu;G(t4-ZC|_^e>XR@>@)d{J*#%2YAqEIXO7X2^XrBK>Sx zu2|BG!J^(tS+i@Rbh zqo}3|RBMcC$|;st3ja##tVbeQ>zlF88RMC+ipZ;hpSHRwtq;a|D}~8PXy=;C?)58` z&n}whmc{xREu&51Dy+6?n(7&`)glV6rQ3Gvr;$-g%hk2EemSMACXQP!le(U(Vu>lT z1d~T#I)~p@sImK}z55Z2W1G~%`j@H+520u?n29 zsPv93@yH^ROH-;Adr4r*a5fun%ibQkC&G}5DetVjj=D3J1d|M~H% z@@wp!oLnji%)IH3tfXh9PO=(}81j$lwq zpGh1=z4GM_BQt105hMsdF+>3notB7>d zDOO;?5C4AR1u1+%3SvOwPnsYG2)3Yt`1+vmE_gc|rOQn;!}^TQLcAShA*iV~OT zlP6BGa9{J^7Ae>@+u7%baEv3vVBixY{KN^m2_qkx$ifNU?L&l1O%|gEL)HDRb?#Bp zRc7D;For=2Xjn)RP1wEw_DgQX%cKUWh{jH`F>vd0iNjh@f)TLSxw(PJ;3rIgUkWGb8zi2P4=jjW8lLHcpe#@dO>n{ro6rI&{Oxgr#AZIL z_W!@7;jVObGhcIx<2Z+vz?eR9;5i*K$@rN-46zBJDHAwJB#OZaVR&E>WKc!&i3^}^ zTpe|0V#6IG%cLSTO$(N2geF8GiK#>g67|RjCLlCacA0?*ejvgU%Cn+k@JU8}V$Y`; z)ncqVqZXkUQhnZLlL6hyO5K-0Crq*mV^B&eeZoL822+kxWkONJK-M(ORH#Hn-0K(@ z%554cb~iK#P+Aa9FGK;OGbJk$DOD5`Q1h#BjDb5Fh{P%6Cy99UNlBrqxekI7X|ti= zRO=W{CR%l-XaFh$St!hM5#a}v+@>nB3lS_;n}AzYqQOy>G|C~t^24K!Z+Orx*O;yr9G*(krA|BtR)|G*Q^fyDAWVBQ)&~ z@zlB*_~ZxCgdci+l2u6t1(qP4VN=%vSjVa}JyvvYM0C>upO_$;@3UiYV1P`(o|YoQ z{o+rekk^6+XN07S>fdB%VtlUlqs}cPRTiKdCfGKCJ{DnO8OAHvlD7r6bs#EhtSTAj zF2WFlavODg%|M<-z#jI22t^3uXo^s%d@UoBKNo`md{=~(9itS+5J{1Uq5q&Nq-PPf zhl?`8B^EUeURWl6Jv9STKq3>mfOIA>;o?<=M7Tdm z@=s?vhTi&D#4@bgeVH2FDCa1t+>|mRWz#SY1m(LzjP-Y8Yl5v370ZuGh#umQgrWrD zCxuvo9#j&83Y1`{bZzMhftpt&{+9`_%<*HFR%sIh?Niy3FdOS~0uB%$C>}6@xIGZt z1$3YZ?R?7i{Opr8s2~XNMuNPd&;=xb0SQp}2@>$Y(UZiW)<2Y;1&$}!3mLp3Vad-dE>haQ2&4e7*x*kde=J+ z_p!nZzK{l7^Wn!U#Hc*A%Uc1uSK%_wp{f)2Lg~JD=zOX+96PW84h+EC9XNPUIxtoB z@?olz{Rzv#uyU@e94Jsgf=|AQsu}n;C}^IhOPRR#1+uURAHFe_6IQ3uDb-~ZbXbxh z8XOZCK@6P^&b?RelzeNw3qHYgQDnXl74rea%4C>^t2}wvsa7#!C_)KZa85oDf#hIU zc@hi{6fhJe>_||&Pi6oTntJ#I0j@0s<2QAXp>)Ex*DzxVOlmg4?kI2{A|GI|ffNK~ z2t$B<3xw|zu?L0g_a^FY4x$^lS3I_Y)-RXE`f72Xy~e%tB>!u@GG@g-*;YM+NT_q) zpe6u(13Q5CPfWmNY1TG^M0f)k_74RzY@Mhw;CetYLO#GmMW6sd;RDJSU|S|=QU^pS z6@EIze$xhAZ51zdS9x&(aK^_6Bc~g7l|aeG2V~$ARB&%d5ClZfU<4rr0j3+~)?q&( zXmIykK2ZWjpl#x3c@fA-e&am+q#%kkI;c?u@K+Qf*hGkBLSGO+EU=Gc$IEJ0S%eFajeG1Viv$Fn~Zs zG-O1zWY1TE`W6R2k#*&C0v#{_OlNTyhlqk$e!D?|j{lfy=cj=fCL+nD0^ufm@MBJs zR8c_T0-xs-QYddi;1jTCg%cqLE#Lzh7ZgljigtEkxHn}U6*WA#X#0b7Z5V!ZHxVTO zdhYZT_LNHI6cm2Q2U7S--^YkR*L!BODZ1o_N4HjYXDAmaI3&dpPB8*IPy*z&L@DGO zRZvl0U_fBtfBt83Lm-LGxJ?enjFA`{3_}9P#(aBpR=UwpMX_>S5CkN^f_i3ZlgE22 zGHU9Gi%ii18!!TMMNv!?95Y35WYBe}mjVzLkY+d{W|B=ZB6scxDsr>|8^Ddar7CDJ zQ}ELQec*pSQE$J-h{vOJx44F{*n{(xNXJ>Nt2N~ad0JoV3oy0_LwR~pac=A za`L8-Ica_u5l0%igX70=)rgTtGi?LG0vkXA9pC|u_Y-_rDFRpoE8u@9n1U4viNZsT z7kPQ@Xh_qumhUKS3t<8qka4{j6jpUwzO_ItKm=a*6H3`xu?UU1h$I>Glmm1%04Y7&QUn6v z6HymUl~qJbW>HpPTuY=;zHyeavzT``l~HLoFll?fM4D@vZ95SK6ku@C1ZsS+U_^Cx z4RlTdR&Vl_0zBZ4qnR;O*@M?8lR{E?`2P`1cL`2n1e&@9PY?umNQ^- z=n*>Uhnn&EI;kRqK=ETbM^3uoaV9r_oWmn+DNCgWD4xZU(2^6*$%-O4PZ-5O3q)`x zKm;fUm^=^#3c8ClxsC>TQrn52k9aQA)i8B7V;NWxaJT`EvOsYbPiQA#VFzzP5SW=l zqNS;e3%a5@_@Qy7O}>c|UHO1@B!UE26um}rDKG+F@LV9;kx@E{J_wgkIiez}Rt!~p zbH#l=;bUIvVM36C@RkA_0A38LPuKQj4wpU-2YynC6fWSR^CxavhHEb16do`H@>Zrh zKmv#Mo6$I*Jc^dJNO^x$JB|`{-~aVtTc)QgV52E;qZ=@1I+~bQnx7%TWUBd(GI=j0 z1xUD460Y_W{K*H6nr=XGs&f^Dav5PmigdARoT5pqI3$gjI;d3P1RVg9u|)u0XaeD8 z0wU=XJ)j%f`KdJtU%~0BcxNC)CQ$MTN{=B1C6EAFd2!~JaTy0_zEP>OdUB^RGC9YH&r09Acs!{?QAOIja0tuOra!99g z6t0D8kqc^-1-hF0IuXai0Ran=7JIP>%Q6LNs4AkcKkBTmr4x+EsyR7}5;k2yBaqD+ zv1HON^7XN;rK)UYvW&jdse@CPIjW_@0x zU8!tI1f5^CqpzB)?$}&a$}SiJ;6z~Q7qD@L4K!?i}cxdGg=#>*Y4A_D>N6CvOLJPZM3>=O_m0%5$t8lb-z zZ~|C+7{MX8Gyk<|`k0y7D`}Awk1Gp}{;X0)Gt1C{WJjEXoh?%|V>P z*F3tXF_KQv$gPWHHHw@B~xv1U~TsB7g#b+|N7gb69iIWy*73mr+-m?CV8J>J$UpG{MFGhF%m-iW!5B~g8cQ5 zwMA^Su?@$z7!(9h0Nm>UgS^vx0LtVH6rvo)iTx9=4M!V^5Uz}ed8I&Rd$p2my;Dpp z1pi6b!$AO>%*8&T!C)-PXuaBJjo3WA!$e&GwY<{fX9a7Z2w+r14b=jLJE}Ma#WBrR zm|PGAPyn0U$;REoeB9jXEy@`T6bg+hyhJU?Ih=g320jr84`yghKm_Ia6rV(ke9dli z%^?Wd&dWL)9smG;-N`v@%;VhLrL5MiJ;4Pa&-dCDGtikokpdndV97{wIzDD=l1b3J zujAU;NO1z+R>AnI!=+u`;!N0z?c^Eo070y~z_}2Br3Z7E0x4*3LE&3XI0Q8+1gc!6 zvr#-Tu;$v+1Tv6IaU9|Sp3xn(a3e^;AOOx?4a$73(?GGs6#N4;S$9mf20MVG&i`k4 zOi&3wu>^0hl28x?9Z1znDFfnmK(!T4@3T=s5#d!yH#|!is^Y=?o9Du8${~OVT+PE< z?7;?L02UD6q3RHY$>l8xih~DzWLb{9&T>f51tXx++&nMz`4L%$iB*+AEzoblOXO2)9g(v81 zoqouPiV(AXry|I_gZo$3G~L^LIF8$AP)ZsBwB$ZP>iS#dAI%4IKyZxBy#-+Kl)lhX zW(6cLhbHHI?&%Z#w|`Usg++k`C2+aXn4;w_5PIM~306X(^R1BvF2j z%?I48)pPI@`Wu~5Z~_O=y^T!(XbLSq0f>Assq!X;Di@I-|L#x-1|MG(L?E0Zt19Fc zVB&O9V=rR6IIXzAOHeBF}NoH!q9Ew8Vwl+MsiDUZ%t1H zs1lLI=z&f^?`+`+NLXS*fmQ0&L`=Eebx&%TEv0cjm=2TT1YW}o;FTv}06uY9J~8x7 zX3P2EvrPdMD(2<$wm(wn6IH*rWD#3oeoknhoe#-E|9z+p9TI4e;=>&PJ^n~da8r+z zXahb0=XT;uF#~cKfAWTMT^H{R^Y&>=6dw<^8a1?H@;fAzvLHC z1bQT3KOmGvfcBD^lbjtO#E0lz=M#U=FwU2Qifil!=Mz5gK12l&Qp89}Q_x^RfnNA5 zWZ2LlpMw!4T9H_>B1Ma7FlOAC(c?#uAw`ZPSu$itgD623S=gb47l9@g7Kt*2A{7YnKBN+EQI1Tr$(S2e`d8ZU}1|QO~i_EBE~8j zDN?LDyqFc}R*r5bl7uUlr(L`j*E*HSCkoD+Ov1XYTUV}?y$c787;zNoQif!z?kz*c zG8Hgjlm=0u^6+k2#LtXyqp zG*V(nV}?kA6y>pkh?A0qhZA17qv2%Ie8^na%ur0*=_Ru-^vcIa3$abU2$V7gHrXbr z=YkI}Tx8FmxPia@9lieTikw)Xv7;PA>OkcfYU01#vRXrc9a3lr3C%RKEGIM0cnCAe zAmf7|1_9)azMq^>paaxYTg|D^{QBx7&vq+lzxuY)FGL#Y3Q;15SV#^*FerQs!I^gK zFRvJK@(>Kkw#z9hJ}R?ps)dkP=sW*F0xdj;Dp&|L^qTO(3HHQrZ47}FoM}8Z+jR3P zBWq+3F5vc?p$7tiWC)51m4d>`z2Xecwlx?k>OiV8v;S;SGRkn&QAWwYOtUVKBEc#_ zYwM~Zz@mVuwb!ipKf8sf*K9+Gs?%8ZrNA;?sK7uo$P{LkXz1fUMpl^NQ&bcTDeb#m}E33N&zLo zy;tqaGOrFS_%gMy(i>|vFPbo-2p@6XcsDn@?f-U0`liNfCm2R>2+)OeUX%*U(9MYm zUGMv726`WENQ}l(Ku}gbn`($`Nl#X{C?7QTZD^BNAiyE8l2%$QBbcz*2cSEKQESM- zz4~#tWy3hX+bytxEai(@8#1mW)k|GybUrqjL(2 ziG{-|q6HsJh=N<i4GJvIQWL1P7N#*Oc4F}tarrEr1VuCn$9-`iAv9_jJc%85DBg2CoYRu zS`@MuCM-m5NTJHj_*5aubZ0FsV1kjZhX0!=c%T9u=zs^_27?w5;RN*yRPp!|G}4Xk zdU2T{{=6kY$225*mT{CBoH8t`AjLX~`A>^*g*t((ZZzJ*9Qa7aGo(~Pd3>lChyZ6j zEwyO@9pJ!1BFGRAl%NAXu%gh+IJN#^&4#t3j#C=*m_%X5Dn8WV6X9h;?4aV-N83lSC)HvvmDfIE5GrST1u6Ph5h(U4L9FH_FNlo8uM55LF z2t!3fu91b3hYx{@4&}%Pezr?1R*1n3C{TkNq*SF>Na+nTBdHq%S2%zy>zJm>}S@r)v=ldoltt;4svY6{tX1 zZ(xI#_@D{HJSat->R4(*wf`^V4=MOqo-IJ za=$);ZUnWBP=8ZU+lH`^57LqX8ssHca=uVo?L_Wgu3&>3n2>?;wCE|9CEeyumt!Dt z3Q>6J#3m&sZxaea7{*WqfBMr}Gb`f^N*muRw70!kcyA6)g*vemp?(Q-N)tGc0ISrN zF?QX6Jr{CEfM{fsn!YqSBug#<2RN_+4v?S(_B&rrT(Xe$ zh~b}BF@n@2*CoV0M82F>Z4Ov^)?B;HZ`wMws7Woa@W9}Q7-Shk$d(yly+JHY;ITu# zxSkVN`>b_#i2tv(kOeIqJkRb0_OK@cssI-uzi+bjUL1KInOX!5vT4CHq1g~M5ZlTP zG532H{_8ytTL&KBaJ!w`?w-Ue1~CvcL+G?MiPWnH60{1H>?Tg}fiw(hK+{0H@H-vn z#H|adz*x)b-m>!9Dek=j4p=mCXMx({3}HeO%EIzA1k?+u7R|clDS;}F_1t{OGq3Y} z)+|un+$rr_hNtplQM4fM>B+vb9^M@^gtqTnih7ciY z;*Hltvj20^m9|&4aVP%5v+(C%m$d@-!=k%H4OI;r(RcBQkB(6T{TU@@C=v{0LoAf8 zCn`k=)&edX0{UAq9G(w4hTnP@f`eb+m|w?HeNSy|^5lT7jDi ztcQqz3P`U^`!x5GI$c{kKF|R{!M>*&9g4WXDVmAHIUEc77^lEGLs<@9@)PXRps+!d zHSsA>L4!A&I8|c0mRg7`Scp6WG(La>F7Sc}qQPKesZTQjDM+Mi*}u_fw9zOhh9CjF zS`Mp7ffU$1k=To-b2`&Pxfv6^Ef789V~BKfnTc{Y=VLchdpVzQi1F&Xe*2I#uoyO> zjsFm_mWZepoX8UdSrY8xCMM(q6fpr6nwf<_G1m|SvTF$VgSr}|11@L?)8hmDvq3IY zr2l9q7Vy8ExD>?GrysGEnV>K>NiPNbG(HeMEx-bX@B{nvv_3Pp3aC41(wh7z9hdPt z)o_RxlquP04Yq2U9HSi%TniUti}?5f(NRAp!WX4Tib~-p0q}uhlC8IqG%i#-b7KfB z&;mBt0xrl#hVV7i3NVnl4TdTqBIvd@(UY*Ll0W%Bw>W`?2)DChskjR^Qse_0w1YcH zM0$kB)vANPfj5|Ith_sk9@D@fe277G3V|rd3RB3h_yHz(rkZ&OU_n8rNPrFiLH|Ag zJdFE_1gro|W5B2bMLsCKMP$U(>%unS5h8>asxm<;Ss8dygb0WLv7*AVI<3&#f-TTN zd~^u-y8#XWJKNDauE2>wY%6O~C8c?Yies`Nq{N({6V$PaXA%Q)ED9zfl83;`1R4$N zQ>6|_ue8gx8z4T=OSmn#M$rSksxuY4YpM(s4M%zi*Dwh6lL{v~v*xiCZnC+=Sf#=u zEl(>eR17^WIK>@2J;KBkfE2@ZBN&Sbi?z@(6~Q`;l#MwfJN!tDSQ-tEYc#yNEfFk` zzT^X4%8vNxfQ7&`*77r!S~y3{iPUnxmZ89iC;}8=frW_zfvC1F+KW{qoBxLhALUp9 z0JI7jNRP=&z?8}f_oA^<%*K+8z?54_>wHUsNu{@;7NZle4`IlKFe0S<5*`}@7FdEf z@JrEHD~!B~_;`tH*#I^ffekQ1Dm$#PqA}sqvp(~+T!TlIBDfYB!wdrr(I}xwB*%py zfeq-&6TBcN`KWFRo1S@ya*BcUNX&;|&71tZYTPsW%L(`rN$Z@jyMxOj%8px%4P11H z*vg~td`}Y)K?ikEwz#kMbPA+v2>a}n+RCeY%BwNsgAFi&932fWQOxAa0{HW_cuXzS zDl4liyGrwjg>;BFItnxEEG~r}%#hFlwFtuUJhCD;(MvcxgD=u>%>U*i%7Y-ZsC?6A z$;I$IFQZEj9lMvUT+k-qM2I+untKQ$ILPC42q7CXM|%@B2rCGqLOt_ACJnZb^ud;@ z02-*Cs4CI5u%99jfc@&Zlo_XZ@8y4FAl;i6ID|J>jMlAb|x* z&Op69cv&(&XtqWp0%~=c^r8WqG^?_dQb@H5Wy8)k&5Ma6mu=c7aS~M>8k_3~f+cvD zuRyxODaazY0S@&+;VZe*BDZlHHVarToHM90%n2E2fggAXr-=fE4K-b%IEjGMXUqup zfQcMqG&wNA*m*TRNP(DgO0Zxki9IDkpa2OdtSe&(8>2@UE6W&jO|nX<2w=r3^(w0U zi2M@3bzurFB@He`3L&VLilNNiNgVIsl(Af`dHgj`JH9-7uP#i(HNByQkb!0~95G3c zg*lZj)`^D4e;~)c=Qo3l4~YlWIDvXwAjUi3$+P ze^sBtt%%>O5<#L6MQMmfIfHPDl81PrBwHBt@D8v;T8GF1_VPiTthz`gUzJKo1qEKx zhyf2^fghMOrI8KEQ_cze4TmU`is%d8dK)DCU5D5gc1;e42m|+h6Ngez&U43y7&Zue zDGDH5FY};+a1$VV2=J*JZ;BO$P%IcooU!1Z#GnA@jIZPSwUSF-KFHgfAR=g*0kU(N zr708E5DQ*OFq-u$F?e0}unJzKSnd>qTVjvYtv(MJf|N;Dbjb`#;W<9YTE0kNQxPk{ ze6fC&fQuwbPBh_$IEq=}5S|_2MFBsgSOLj9Qvb1QZcjK7a|<$O$nCURrHl>T-x{QJsUp&7$p9YC&Yolq(ZR0?y%5WHFR!ZAOP6 zqf_f6FCNR3swDf(31W+0UbLZuY*+8Y8z|8bcsa3Aeu%r}JW~F=|BS)42*TlM%(_U7 z8GtE*Y=S8Gg8ySd_NbQqpg>h>Cu$89xay-6QJS{m&WFLVUDU&MWt3S7I;VI&G%AT| zVNOpB<@E?uk#oz#-H}cm(vfi@FlC4g$==PXw@_Q-h4_I%tN=A2-WzCR0o669ODQQ< zkR}_0CU8T51w&Y2hy_@PjU?57q6lpxi~lfi0p|41KS*r-Nkh9N@LbsI5 zn?h|3b?8*SFQfy@-GgUHfonTj2>;z|%!JNW-?IwA`~lXexhu|&Gg7dHW}Wc)zF{er zllEDLsFWb^*e}rJ>`(){E#7|Syv$B73z$TL;1ohDFoO_-B8Y*Is4zva0E7XHUL})( zz+<8lh`Wr~LayL8iCaH}78g8^Lc5lN^Z^D~2uFeEz0lcS$tD55PMmOR^vJJb;{zs` zS-i{egJ=RG15Tce6ujw^$ru8+Xo3V}2)jkD8aOEyUvacs2nAKP_^2PYItV9#N}W)j zu|^FAIqtfY2(%yzZ<~{ha3mhr9skzDqe=3Ius#HLk~4_%DAz2!+^Uq+Fl90UVRV8h zSSIkyrmZN^Aq8p(MVZYZ;Qz9zkkV9Cn(S@~K(04ux(cX+UG8Djh~0-k1FxoDk7-s0kh-Kn>J* z7~%fHbarjh@aeA+pzvuDMmh6UOO6rvqEjgX!rJGVoJqUIX&qRQoOoM76kW-~afq0g zgw+E*r~B)Z|hZZYll$Hhlq52DFb4fuX_+)X^~#A|c&sU(%3``l0F#?^COo z0Z3Q@75J~bT8=y@1ph!N6w;`GEef9BnQtGrf`PiFfk5ClvCTxcxPRvh6d|E4Dghpd z?ncQDJ~^Z!Q0S_4-`zPJ-myLmXILr2izx77CCQgPF&Saeo0r@tB(PC+W0OXD+Yfeu zABU^kL*txKjs)R@B;W*eCxG9a#3DHDVRnds0Avnh; zVF)T;+haWXBGdUb%8B`wb8|3sru36vv)=#2bN_cV5swh!En# z_0IgS>!Yup4gV^&A2+nf+Uau zpJQJvoY$_sxeA2VZw+MGz6i# zZXrbsni3R7m<@^~B+RrNF?Q^NB!=o1ieY+T+QiFLCM|wQW*E6T_9z)CQoP8ABbCNr zGXAES@Os|W>WQ|@=w)!kDFO{=Bn%e4N&MJP-ep38C~PooWL#$jj>N|fCA_pAA89c7 zU_?GNF-1Yz@gboJ0`PWL3PKq-97a^A1%`-neFp_bR%m6#azx3Lkr7kLI2A@w?01lU z`Q1nm2bXcDQ*hydCFDjz9S9+k4SB^N3q{B%#TU1YA=^MiIaP#Gs-34$jypQU0#ag( zA^!$OK_mglS3#t(0|_O0iDYVEMkLTcV^9TC3XQE5*IFZ{g#=v@Nl}Cej47vF5lk4N zD3;2>sil{B$;rn=DFhlEiC=Y8TxS?D5vg8yRr%;sQ5crS7zY^!RTxdQ;Dcmcit3Q8 zCXJEN1|>uV(+W=9nh}QwUgc%2HyR<+t{Ei&Y;YWs3>qMCGAyiKpiI`SIn5Pn>(%f}a{N--slVyqgN zO8bJkUl9u2bXrCv_}~N@-m1AnL?zg@Fvkd?QEo|%mG>Q7ZzZupOgvZBiv>!ns@R zytQg2a4@bFUyuM6ZzFJ^bjPutq#DG0>{h0SMf0H+v~5M?fe%;~vFM^r7@^n+MNnA~ zO9RMkLI>ln+cbaqsY_Oe1%?E)y+3`1FQtNR$z|HrAx=aKF*YIfZRo8k1$0d)4p!$~ zH9jjr=;=3xwYM$EM+rqxJVp`ja?pbmp{C8aL1L7Pl;j{Hb%6;)kUQg4OhMOz2~!h< z#<3-Iu)PN*aBKb29AB67qh}o%6wv64CO2tiZBWExtykyQ>K3ksWmxiqO8@>>CxkJ@ z?J$xCDG)&cXXDy^V7DVLzyxCg0ts8*fDx4y<|$4HgHssDhha^|M#ORm0@YO!iyTQb z9s*6Ej03DS%}IFi6Q4m=7m@d@YAa-l$dzOm5!Zz;c5nLE6k;|fDMZ9uA>5(t(niEG z1&26p*`90kCL;`1%`joG8WT(~IQ?<)Mqk+gc`R~5(GUnJK;lF2I!8QO^`!$UbCQf$ zqpGUeZ&Isqkj}WoH8emaV^6{3zxcAog%v>nm#LH(0p+X`QGpCAAi&Hr0u}mL$#3xM z;(i9XHU{y=fyhhKnnthz5^M~U=vv7FOrRJz_K^>(vVs`W^@Zm!sQ*iv>=^&XFsK1a z$Y4{s%Pkj{BRd8~j6WF>8RP(#s8!KmH;f2VTHpm!T1SDx++Y4;l#=k`A`Mpk)$g}yklPYhZF&n$!EVAS&7I{f(n#Cl`s*5 zz;L6LAwtDfxI882aCA@JAVp0UB}>^_xDY|M?m7?hmZN59s;@+CYr(|PM)Pt*RN3z| zP?_dC)uxgTfKehOgx99lLIpV}paUK-C?BTs9w*!|Rk1S|>Jr1jm=f!r5aC%T*CbW$ z@a85QASTy}WlOBs@puuj;HsiRqY1+4q_1-!Lz-a6BGA*7Y5!<}UhXMCt!)iB8Q}pW zU&IH|L20fBsoGcNXI7>X#0W4sWZ6WC5e~@JuPKcbQuGGL<~YGQN&Nyw2&Edc_Ddz} zDnJ1|;DI~g^PLJy4dyUH5fWGcDNVSdOA?~XRyOug?v&`GZlYV=MzXdr0iY8-8Nk2+ev8Sb5ie)_Y~NY%WWEv@E+aC!pp+7_ zAayo|u)^G02_Qz=Ji1r5Pqmh(L^mTvg%nm1tuHoL695cgzyKI;X7O{X{w&y4X|6Bes=t?maV z_(4W`E7!p)&9<;WS*5l(0AQ;fN2DAv^ z{eXzz`T!XC0GOSu#)UB9yF@9=kAlG3am!?tdWt8mbG!WDMiej%G7qhiz;mJgTw zFS--59_k?uikiE2iWx)z0`&O62}Zz>Lx2Dg#GB*J9)gG%-~@wX9A`(Ru4R1% z!x#bAIj=#WVQm(c2Q+*eB80Cv;b-SLLN*IoW{ zcW0n6%iSEURP!IAgp$hcssKi6j1lMzCZ1nKU2=UJ^))lhFz{JM&2_bU?Kt(&>sc!XE{bR z0D|nQ$M$3Pwq>YRVo_BJ2tfz5pT!*y^vp;-?VI80-UCKp`T0j5xf9KfE}NK z0G_Q&)D?kc=vFr++J#*i6seLbt&-j>4g|_n2R_+_w3yYY3kOD_#xVvJR#!xT0IrDu zSWH0+W&{?_o5i(SrZJTfR0dJB%S6b`1T9<301ke&S2*oqA8t(x*h!Oh5pxL^9ZH~k z<%kt{03ndz2MF2l4Ij*X#S>%%A?6=~oq*JxUkzf17|dBjAXX2O8@QFgPsNuB5Mx1Q z4Ic&`YVc8NtWmAlA%u)iDK^&!I>gBN9(Ey_Ai`VZt%f2V04^>gzo>^z?AEYhL^}Rl zZ%K$z)fXr7#WV((YQ)n29sk6O0T?GzU?Voo0sz481)1;(p9{+3S7<;)EFV%R9X%q@ zF?Lv3pn(%83PpYa)R7~^>Cac3nrp}ea?IoY+~WtCBB%Y|J{leYOh5rd#MZT2u2~*Z z0D%`GV$6j=28g3IdZ0Lk#jCKu8#;+eIUum%Qf9#f6EKF7lq5frqcqwX$&p}!Il!N_ zoaNnL{n_9BfuXJ88Fio^&ZveZ>Yct}q>{vp5$=_u5P=Dd^#U zMu?qNvK&^jTnuKR*)g3cQkbDUVPKLZ;$0&?f~5Mv-d7Nc2@Ii7eFgQf09o1~QHBrz z5Ws*L*n%b4o_QnX;r}Je)g+*mT_7DETpEP#yIxgzl)Bp=iwQbgYHv0H&XN@`|@Z$4vXrpG$LgcP9H=}3Xy6+sC! zoGB$?Yw~6$Ihh3jl1=Ab7y%130ry3xZ7t?=zK%Yr(s|hj z8m$Ua#S>s41$Qasc4cIE+F)Z87}wF7ac0Ev(VHUDn~?n_L(XA7eMP>>=Pp*GN2$l^ zToF=D$&^$PEkzha9p+MMXo_)ELuSPEVMI%^+X?a-y~P_$W(0yQSr~|?X%$5EV972O zCNtt^T?h(TX#eM(V3i(L<{mcXzl>l;2->XW8lTxEAIRK5Qr88rW$s0xS1IFodZ>OL zQOsD#lz@d7TnP?k+$|j_VlE~Zi2(s*rZyTtDCQ~KR`lZJ4tfpgl#k9G~V>V(=ilnFNPj|JMjG8A2ZljgbnpBFRp!FyQ zFhJ6IXsyTy*8GucvM8OF>4GBY(mcp(RZT(|%vVhXq3kBwg{pk+=Z&1kO429>JSc*h zAj%1ufk_u*AS-HSh4DZK9ED=8LTX1153mIx4js%_EQxWEUyCLvH6f{Lv=&B8s|g-J zk~M1s6#tm-366r+>Y+Z$%p6aLA|3}uhOruHx;YxuNDX?-7D+^iK5k+zVx3~L=(sE^ zQhWfsPU{8u8n+21gj7JXkqiFBLuVbz_<;ajHFIrscXsVWQrLfeEe1wRhA|B1?ym~ zqY|vXdg}(t&oco4Ok98n0u_WfT-I``3vj@UMg$W~1qNMFQ)o~N{Hw{5>|NL$Mu?bo z8vn*?g^SY0?cc(t*>)@7LKc#o+6ib2t(IS>`AbA7fCYSw4@B-%M2RFtfmDzSw?1s< zilWYRfWb8fSlzA5`VAADz*C`X4O(kkexK$-VX+`kjD%PieA*3tTDhLCt~%_lHb&9T zh^Y{rR5-`W`oL)I;(lrp^iJ=s&Ma0mL9&U9Vnk+u-i8=V0ZB+j>+!++!m3FiPK}Z6 zb4Y*6gP3UxHw0tA9Y(Z(P{k9$6vTpXZkqY6t+r-rHi5FiA>R;T0?U~j{r~PV zc3T5ODaYEGUfmsl5`_^(Ea~3rC`#|orY;2ADiZ)bKh4#4s@!4+Qh31jU<3>NKp%JH#zt@73bGb|ZxidQen@Hvi=?c?01bmq z=i0~b!cshusm$)(J`&0gc2D;ZttDTv2QTtNaq7~7uj$@#q!dAUMZ}^U)UP6x7uYcT zTHAwkB-u*m1H!2Hq45KQ@=!9RmpF1v6fH(X$-qR0!fjAeNG~d$@+{ACBCm0nKC_GR zVa^O~xsB-%1yB_i0k@tVHHUIIb1|sC=num#7x~sOHV;f((QVAhiH4QxVE^to2X8gk za~CfzqLOmpigOw7vqPA`0L)-!O@*cAuNa7*)lzdaZ?P_u^C$=D8pCA_>r2w+oHWlN z{g%@kKN@=lRTNB5{!FtVgR`w3G6>rN9pD#Ku2s3eQ9kToSGd}BdREHA_sBQCF97#Y=qx9b(PxUTu zaW4a=otd*&`*QlJ28{&{vv~@Zs1iM+G%A;M=~m-PoANzpG=iqFU7rV7w4ePRN=6iD zwaWD+({(++W!yG2Y;ILcH=WbD>pF>xxX6TSD*XLiy;*=oBqRPXhn z#`YlZw)ricQ=ekGMz3<~b8-8!jEydw<}+_TG-!kCW!pCO5^^~cHbf)0;$HW2$2E8h zbs?K^Znrn|_H-_Hc9=e#a#QqaueS_i==3T~bl)|3&vjSdc7SW`cjI^bLbFtdw}3CW zc;hvLJGUK!HF`I=e*?6EZ+C^C_kr$TlS?_3*ENRw# zq?${3oVWRs+qo0pxtJ$;jN>_%t2iFBrg3}rpTjwTTbq-Yq)BUdiw5kQkLAuR`gH$y zf#)lHSGsPq^mL|qm0Ng?bI z%XkwvWtdy}rpx)BWSwPDlwaJ2w}9QHVHcO~4(S$`W$8|7mJ}2uq(%R`O9+eT(%s!% zBD!=*3xb5S2&jmK$;&(M$9LwL=kqgjX3m`F{O;?%rc^Y$RNcpZ;Wbpl7yVnVM>W4b z`mOh)k+H8*^jBc{)1qvZ52?SR+c{_jdpkLw`dR|O6|+m7)2=|$h;sqOBY_xdHDMVYIOS4Xp{xCKoaq5lswhXIKHA2e^d1kItW z63*kY(*p?*Ud$r{=F;IL6ul2uWN`V|W4Lz0SA(`o(45V(?DD8tIhiD*FdCN|bYPed z3eG#J`La8eiRAzO$57GRGFLxc-G=nl+azD05t?VzS+`Vgr^4W!7kX^kq#qpZGRfSq z+U`Zj;xf*Ve$y?qAzx5yEwkPiDMy;t=oWeV0uQE@>9Z(vskCR6bbZ;=x;q%_z`>Ab zS2I75qj39sy-nTjY)R`uMML)2{rN(e%0@xdiTm_5?dVKX)=#&W0|quXlQbI4$MNN7 zNUgKb{mpu+PkLH?%4bdYcaOT9^HkpK2en%N_fN_6aO8IB-HX@oKPQ`?XXfudsQ=qD z`mE^1RPk(&chFhg+Z#9jyB>0Wypj3Z>7GyPJ{tjYHfBRS4|rD;d{KF`m^f1EvmLu& zS+lK62hS;ffO3WM<0t-#ls!E8sp4U&sU}>SfPAXTf4ga5ydakM->Yqs!W)!;{a4#g z9{>5qp7JNP{69UPoCbFn7{61>5%}++iz0784mW#wWbfx1?>M!i^Rl$6RFoyz*J|G- z&wmG6PS8o{<$mZi2`hVKnwGoa<|dI;5|%&W!$XSx=(kgtKy9#kCxkh|{o#FY0vB$tr)YoWY)j)yg_u12+~nah5hwcxhsok(Kc#na+^&7zS5o1iypT#Y4W zM@P-gMMpK2Ig@#HP4r21wK<9+PJGETJ9e)dB-%*AIZ2><(p`8S(up-CLGn(Tx4Oe| zi~56y+%CgKRSnIwT2r^HVjlN4w9bblH$Ml@s~q(8e^m&k>4YUK7W z$;2EPb`!I5SozB%LUBDOAUG_4lH3xo$uoG$3)8_d3>biKKMeXJ|b{P)I} zjX3kr+xI@V_J7T4zUH9%Os)In(%wDZmn}PYKPAhwxeoQ8uZasbTsCqry8J5n*0tGj z!tc1*xLh;)@u)A=_~ZArf(Abg?wWp|$o|Cj=dC{fjOvG8a}&P} z8~OjP9f+D;Z##eyM0Dt^N0?&i`t|#5_e(!%l%MC`EPncTP=B@zDc@m%Wj2MDT**6q zfl}0VFDNhm_gL>4)xjr|hqMcH|EhBU%B56RD@&~fH>7Bmo1+d18FpSJ8B4ZgaxEc&7_rxQ{>5p1ur^sP$sSSUG4lEBR4y3E0%rY#|6e&bVz6aU z@lh!sF0}N563#05l9Ex=0V*`elGbfxNxo6OLp`$3&YHo5cMk%wuo@yoy3lE>xdb|> zfeBy~4X=BdU)>;f{ZDEWSp!lfA0QOV&;q~%owq&y86bHTfhp3t+H}u+k+dvx2@a`N zLvz=wPgOlpD?7Z=NCh3aTIi^N)lk4ur)P@|k;~BP?@gl+! zwsU;(a&cBqt|$_21cvmGtWJ~JolnrJ(F3(S`VO#;+g!E@A`SP0n$(XdHV;m(mkJ=; z3?2>AP8jJkotbwyY}_(pZW|uGkU|#hE#@10t{6N!Q!Wyc8!+h`kE`>QkAJvd#V27T zIJS)FZKtYa>E8m0$lBa%e%2Vy+ND?X>w8MSk|8aQ^L6csC7oF!=8~v+!*&iRkq8Lj zn0W)daJSBvvWBvNBSF)HR+#S3O*&)QPHGR9ovirKFfJ!Y+PoX}&`P+u>8a_uqXf0W z{bs6F3FridEP+kDqm%z#Yj)x_Mbu8*=ga>JfJUAlJPKxgbov6Bx0O!w+>o}a&9nSg zXt~5*AgblvtBu;$Pzb3eZU3oDf}%E%UFMwuSZtVs7E334IvD15_K+^WCHp@UozUG_ z3xOU=?t<|f4XQyeMiTj=GECYkocWUMwuvveDF1x%@3p7gRwSKl&FL6J*(7Fcm2a@n z$WM27Nv=({#q?a;S9ZDP?L-hoz&LojVGangUjkdZ6E5@$?TUVtB^4A_ zT!VO)QvlQeTMAdO&oX%G?1plZ%}^#h)_TLua{4jT3R*X-#ier!}0p0I}168*O@F%5EVKEG%fv8p2K!9jN zf7q0egJp5??{{56c3$O1f6naZslvKx-+ zD^icC1L9Zv}7%7V}?IC zR$O?)ShQIm6R0>1ehm+hvc*)`-Kty$ z4SqA;S_*9SRI+Y&Sg-a=zY-qb>V@#VuX{;&TObW_AW`y71rdK43y388zlrXc%IaVY z6W9zN;;8F?T6yP2X@s>UrfctpXOQrACi7e1U0t^8xl6G%V5C|V-m9It2!w8T|%58}>bWHSJ=n~!iIgO)38tE;@}E$?zO1+|=$=9WRR zhh|_lxAeoraaLSfqL9K(7F{wxgAB?`3@fz9;zE%&KFCUaq@D$4l$zPmAixD{gO82M zIKSE(k;0jVC~d`MXBe6WJ(Pslxd{6hDx%F-BCJzESf-TBhVhh=dv7m%%w}1-o>TN}Yr}+9k%}EYwmzMKJYRDq7 zeD}pfnIvtn)~OIXxjUM&skij5z7UK0j#9ZP#w3LX3Zg;OukTzNx#Ox_Qqhtm8|tM@BHuUp)e6upGn zx8iI|Go43JT53ogG?L>XgxipS_D$&Nagyow|K=;+la9xB<$~qXh30_%tHxGyIU2c+ zCRmcScCa85l@YtSUv=7Bl?Qz{a(}Yf3KNiAI9nSzEI8EB{t~_YO2xe&v!@JdI1IT6 zOD*Y5>HV3#a+u55W(L(US2WCvh%*oOwUCOVw%)pFbb+9@5h0#Ggjj2XTEw%w)Cx~i zQ9VBe!!7fBB9bL@1x;Ikw(|sCyrmhRJ(()Tn&1k&>@AmtuwBX3=F1=j`)(~1d99}1 z@y%uW#{FwG{@R?bZEYC!QfXn2qmD(iK}*~GW?M*eb4+c=mbUs8s|xcj{qRuYK$~q*>D)y6d4qJ&!G_&n9%R(C zxG4)bw2I~K3bj{E{l{u zvL{ia0g70Br7!YZ&Ic5P-JaLm&!a1;inY$)@4Nb+oU$~dD2f5{zAebk-R->N=D#ng z#5u5_dKt?1re(RG5=+u6_9xz?+HbuL^>tTLQUL`|>r;Mtgo!!}%a)1b>jn>sq~6_^ z@eF4N+je~kxi$|phbNRMlRSKltsFp@Amp;JxIeVi52$7&QL#N}mRYA(y_8Rj1NQf3 zA;Ve*mu_4ud4TGIfMTD25CYl+7hl zfZs^XcnQKUgL*1V4N|8y^N_#rVgiB1H4t&O%2xt}PTR$dk#4?Dv$r_@W6AmRrp-#X zsy8fSU%ke76nJsi!bvG1wg79@kq8QqAwpHGu7eocdVUn#JlQ5YpxmO=X>;6yIDO*V znXaj$-pC%zs(-2F)S0O0t!BLzZW?0; zF^j~qDE~8rsZS@8$Of6={R{ zVRK98SWARMR=Gu>M&@l5JAG?aKL)J3>;MT9Ao zL6oY_8`JouZ~kXu{920Pg=4+y?o<7GmuFsB5he8Xxk{tnvPn3PD97{0qq;L%b(Nf) zrxmXDzO{3C*_m?r-)=J_6Lqq?JEARpv-C2+bDIjIU=_gBev7 zS!^GoJzQ5}O))qT{AipdZvn6?0A?3V2rz*J0KiM(Jmb~`4P_{ZwkzKqf4`4tooZ~| zT6AqiZ_cp;vWT}tq*^+&D4?g@VgNmV00MKZ+AEE6#T8r5xg{%Yh%K>VdzRp-4`dm?x}b! zT%h%kSeMvb{L7Bn(lF1^FKx(1ssm{TX77Mv9@4J^{$6yly~3)D4asDL;#;->f!s^*GbN zA)h4c7y?i@0B(KkSHsG!jTP+lY_HU+|GGaFKh=ZGQFX&2K&aQ*$(-`F`QLeRRu=%k zP{7n1F3>Y)q~Cprc@Tt$d%>V^!p;BE;_f-uz>X4$UXLq(M3)pUM;XW;bicLK#jydP z3=MOGeiW=UxV&n-hOD`U%%K~-;p@;qnpuEyKY+p2|Bc^pa1 zZ(UZp8i3^Kb&T}Fw#fo@5Rg?yJ(HW+4ggmFtsDF%Cu8Gn80Wy3S8H|JO;|Z92;Xw1 z^SbT8?8)D0pATb>>wqg1z_+fAiFxK?X2CiLSf~Z;@EiA=%46u+oT6ui;Dt80 zUzSTa-{UW^>(K=J{jIlLGnQINg%hB{UuL_K|7@5cSsA8MU#V8s@~rMw-R9>V6aqID znY3NoQ@+#MN59AF4gzbfTf0xm-9i3b-^^*4rojW5i{6f9Nu{(>+iC~*dmS0J+s#9fc@#OQ4nY%nzdPn74Yl2c*cSoyGH+kOVrDRH zmL1(Ad*CaO55zgv>vN~fp3yw$Nz(!01YrF4ZKM5|I^JH}?K9idYq=zOHUPk8V2DN*$%h|t zq66s#VS^o!5XyT#>*u0!;MzP8XLsoJx|kT%?>C=B(;9Wy=ysLZh7Pi!C)eG1jL`9B zUvE7*oB1MqKFVT>1{gNK=RLhsi67#nK=fWgzG<$b$OobUU%O_QOO=tXv!Rt^F){Xk z#%~~NvQbTc?whlF+W=i|!1RuM3n}$$m-SyR$3T-7?3as=KwZ89qU=5u8Zhem*Pxun zxjB?L7wZ1x`+xf1iLxKgN-JoeAWyU0G*^lCvvYWQCO-&+kp0}2b{wP;<(xBDN=aZ8 zu95@d(Rf-aO~s!ABguSZ6SSV1WeEU4t1HsvwQA*omE`koLZx0}oLE$)f1aESXOh*5SSZrnoc)g=YH)T3y zqK*h`fu&ZV7e-pmrLG1p}+0M5Y zd;P`k0T)G1hK~f;PVvn@VgPu8z-89l$fDCs`C)5&6XI=dx5%x+&w&}k%Y>(>ABY#kc{oG=@_A^A2!1?;v6 z5PlmJ5z3aA7$`MF9-b}jVx!%WXPP)St74gDYOOx;GUC@=g9|QsSJ2H1X9QT{uYJX%e5a zH=xTkQV!RQ6lzg4 zsQn%a#$wf&(?z9vN_iOZKI4eCuZ83wsU3|x^NI~-uzB~u(;&y;IN?pLXjutG9LnN+ z+m-@wU%`Rnb9Fsx7&ePRV>`$xcrw0zyI`Hn0NwwIkPs= zu`*<^`bkDPDsTbzuqM=aG0h!PsY)HYTgdjqhG}5m?8jG?!Z!n!#{!EpPUL|w&G2J% zUcp({jutc}Oha~CRa>=L>CypwHkc%4)c&ak3Ddjw?$flX&d)XByzO_zLSJNF)|vk0 z6hcm#Zrn+X&f_;fx3PceP`X4j5xmX5A3?Mq=m-zbPeix__&#et^0k$GjBbH35jQOd zyE~qyGKO(D+ioBRFNhmIr=2#LU16`g(}PzVLd{YK{9@8T`7ud4zHoNH(0=I{-V1^) zDV`aWr?MZIgh*K|fceMc?jyIO;_o6qGSmn&xVB)fA$X0K=eQpd#7v&BE*|Sqx3+Mf zy7_;G-q;lAC{moUaWfgLfX8c2DiOetprTcD8Wy@b2IZ5>|MM$es2Q8;7sR< z9%eZkKYb$)0;5foFg6ou4@-E#WW6=w&@d&X{Ei)4G1BR?1EP zO8SHqVLiU!L^$6+P=P)!(^`3=WM>HT4O19 zg9IYeo81{9sKTGS2_(%tSf0HulAX%U|7V`bqvaPXpCLk%UnjmR?iyz&4nVk3XqxA^ z0-DyTC|$fLb;>tWah8Q}mHKM?$Hc~j$-M-B*pj(Xw3OtYO|_aX?GGO&D$%&@DwmVWG4wgGBSUoc~?8mB0uN{5a%Mwbov`d?qv~ zaG=8Kktc{dl&?uDdB92atVq#|y6Vv?SpfN7yxf}=W+Y2OmqgF6WgO5-F~u^MwM=E$ zC0{f~w!bqH4b8Z3_Tj(4TEEwNXfB0EBv z@d=XbaXt77@zg3? zACZr(VmVtzI&;;4qivPr&;McF1$&JhM@x{E1lG#yERp{P7kXxjcvr!N*I*^bRT|TA#5U#V>T=%Jm!qeEc1_ zo@v>)5zn>DV*SZZd3+$1@336&GT8Z_^zgfM!W z=bg9JG#${G3Npzu^_9N~6uM#Yt!|9&;OgDi)PFEjm@gfI?WqX<7luX`32-_V1_VDm zCd2hH-7cmJ_nY5oIXHZ%K7;Np{vnROcvvo4o?$eBiss$kr@?&#ndpZ)s{EK|UTFz+ zHv4aN6Sd!{m+XEB|3Piva$4U^rn0}DzsdfB(9*c`2_`=$9xOMo$btq|h&l6lu5|Jl zq-07kAtjBhWc)$>{;!S-Uh2$(7@Rj)VfI({tPw#!@cY&5f^k&j5IWS-I|G0bLI}eI zf|&#nY3iaRWgq^$mvJAQJocL!eWBLCT^wKfJC6E=+2mkSf9@ztDTJF3NTciqnn`&r zDtta*fcE$r>+rK`tZ6zuqAT=hxwtINE zr&I_7H}eH$a-3@lw~d`eE|DH@_kXeNcKq!)_YcVv82-@?FmuiC3uD6gCpNkj9{_uPi!BkZ zGGQT@s$H5hBu(}O?L=zPNTe*D5>C{mX~9WcJs{~8*^kEBNN1%#lG@dCO01_KoT18| zfoL5Xnk(0Y2U3#GVVA;Xo<1$s^%qjUo%~W7Ykfd&S!Li?zQ-E08@C5Vg(!m#6tzE7+0OqJrb>oM z1D>`CKILTAB8^alU%#7GJ50vMUE)mc5O0tMjGQKD7oJK@B97|QX zJEk}87Rh@}wpdJCC{79aa@g*k5^Z~(0JxZ(Pu8sMm2%ci&jlXta=oub&O{a2t}_~Q z(3RU0m{_z%lEfbFDSAuf^ID`Sx3jJfHeUSnC9veYnBS3+6KuBwCrP)&7U95T^yok9 zLG{$6e@_u9X|RRJ>(#z5MoJh&ViCxoVO@V(S_|;-Z`et!66@Y`X|c)6VKqI?cz zmfJOW2&?%bFYh^4k`9wOjV&usS?%j7N*vq-WJH^QYaXS-91XimCsF)Lj97a244BLB z7e5CXC3CWgk>m(Nq+B9@Mc&B8Fmprs=cM0!OemYQYouJZIl|9+VDXmPKV$7&KEqtR zCKo`xPZ6=eRc-$hxPY%3RV3YB1s0=?AMSL>L12L#$!v)L7}InSN}*^`D;)v3+A?!f zV*p-{Uo05(A9})uV}}kZEpAmY_=9S5rel~#zprU$s8>XNPSUhwVV6q8M!)oPtT=+2 z3H8A8Q9!tb1`$0&?ZN(AjOf^>HJ;pAg;E%wQu%0Q)bxrm#S!0b2p6%Sb9gyYe$H*S zrZFQ6R7wQ!nMn6Z4X}jjtFI6>PKm3Ega6v6n>i}h>n#(4vhf+DCD{~5LyJb|l+O1_ zuADL*r<0obB@vhHVTwVZyjMbqFLTe+6v$$P223nXuxak0e6FlU`xlsUN$hV;!=hLv zOfoHSn_qu2K@$014d5H{?s|Se+I)E2l|Kx;>D^db=iw z4n*&6tl^y`$JD9a4x}5JIvFCC+iS}IwmzP?rs^o2r`D4|q%-=)rf5Cev`5~&(8 zuht-P$9w;kUn@yZl9naePN{Nqa!-j*OU4f}SY>Q^PB`_`Cf@FG%EZX^z?IjySjR0i zaRgyJ;X=utmhIPdN!os_KWIL(m2RoDt)jig5UA!kMK23{l@8@i1RTezyw}u@0w>9) z!+xC%!P*IM6!$_fsZIe-pPCn_1E*%?Slf|}@P3|`PKuo)kR+u8kR~O9Mwd+y>ZdT< zHM0sp#ohO+09)qv+DxwAWP-1~vu?hN63OWU>{6cRli7}}sjtWZmgflP?+CtAMe%L{ zO2U>mCYWN^01UFkb{xSw9dP@b{95vxzd{;+rc_|#Kq+0mc;Dn4|EH!7LT?R8uf;{o zf~8arxx~ja*BbiayK0wE_XS9|Hsng|2z&#sI>L25z)K-djc~z2 zUNito=Z@F9?N=%Ng$b7}i14*kM{&d^Z@$|H2;fGNWI^z`*7FM4lPMrwy$Wgsm?x|V zKgDO=5}5%!V>7S=w<~7ERw(Ae7PlHL@=Jb#VTUKyewYz#=1ib`fz z#Yv*KuD{RTvYyif%Dp`Tkem%SQ{Zn-2tqkE{(~r_tZ?7?3wQv5mK*w;rRUNo&UT1@ z=dxY>S@U@by&MYgSg7OX5b*~1sj%(B{UtTu(B%I{s(F6WFT}p`3(0X5;;#=Dx~l$q zt*|oUGXU80B6~?KH$YP>RP)5?S&Z>3i4DDKRUCUwuLzSTJDF$<7n+*vzi8Rm7+f%N z3-#QcBy~j%X&IP%|C(dQ10_$lcH&!Uq&HzZD@iqs!V;X{&L=l4y55;M=Z*s%hP2-F zfw(B$@_jGHjIuu>Xhjq44~1)v6Ccg|f)O}$WZ#f}*mn!u0twXG_kE za{|z-D{?lT`ky;jga7pw)ey3FJ=(;YP*ByC6Rv~$Osy}ByJ9OB@e;LL<+kXGYQ-&* zdgGZyh>RV*!Yti&af|^-27HWQcEN~L6!)DsC?Sfg%ZvTGv#@$5Lo|hZ|Oym@B za;Qb8pTN+vx$0t5Zg6Qc+)0uUsi5RlkV$ei$3${(7^}2>LVwkRJxn@)l`T=sH^sn{ zR^JzUmP~xyvk^7WiQ?m4F=}7k^ZnG}l63-8T_oj7?gbmGT`DP=#R$yG?=!11nk0F{ zsbRy70Omaz#zdlA4Y3^U3f&aHF(u%Zh zuY$jk0x_aM!dhA!G;hM@LC;)sGjaUkE<~K-_#Cu$xQwj^1P+CP7vJL6AJ4 zMAZ}aOsX#-FG6&=qprk!AC$|{5lk`P6A4_&ZyDetzjFvlXWLUOB40m+sV5PaZ|~OSIlm9_boNP zKtjV8Wcgvu9N?7n_0H?Iwu=Qu;$7X^6{H+_&8;gSKdnUNkv-v-d^x!k-LzG?n@gPj z=6sV7c|m_!v&;D!Sl3jRxcNk&=I({Rd(P0E@8v6b@I6J5-AmKU3%HmSXEWY9`Mqwl zF*ZT14ofDWVyQn@mQxDe@e7FY-d>{68U~)VLphzTkCpRH8(ta_up=qzRLHjx-{dmq zJwE|lVCCa;GS+u@M|^H zkfahjc=@~#4>bHPf^nDp0xk<=Y*L!5|Gjw&?#==k8f6$(t^%;cS-j5&anPo;1-HMD zlS%*EPLsr7F{jVF(YC>L(Z-#a|H8C0DB1BC_A8PxO#e9d_od}dx14Q!X}w0?I|j;b z!D|2FJ`Id&sKM!0gk@;rqW$JWWYcHVaE?`##T`;Pk`u`d$X2>XEWRGLhv(&U5k3Qo z%Cd{|5!cO!iI7A^5Dkk|&L|wCeF>T?+RsfA9VjmZt4|{}`c74opu(OfH2s&dTms zBP~UPi^@zImna`rPP%x6l|?9!D(rk!f8;(bHx;#&c0-UzF$3rZ7U3x?#Lk?-{0d8_ zGk_k1^0Z}M$+r}+gbGzwex@NiwpNrO=qAMyP_`W_e%W2E)h@*k;Jrs=?(;c_wruO< zEf|JRo4Tn-`37}!?~eNGn8-#Y3~g;z?va6A+zqU*M09DHt_dnN^NyE5{)quvree9= zpvSPV@Q1ecC?*nKPiFS!zPInzEO5vdrw2I_)gum52B7d-D)Ia~z414$Xp6NbSo6hq zTeZ_fJAT5;i8@>O*H_)ka+SPj zZBuW6#I{=*FzfZZ+1tcnT=^t}eU7q*Av%u*blpOO>ogGyaMSf_)PIA~Vv$lPb*6Y> z|GC5G8_)e-VFLBwI?+(urD4oAy8KXQfE@ZbE}qqqH$9Na>(Hr)YHzdIKUwkE1vg*qB~ zwbR(;d^qU3DP?Gn3^IOGTj+0NPtZVo28&0oG?ORuWCCjkgUV;i{axXi=($I%($Lp_ zmEWrF<7posKllmD2R$?s<7wTn&0E3->UJzcVqIkw%dKLxpSVn!wicwZ7-HcUvaXTR zonYF72$38F9Nh|j(l^|Kr*Dy>qKmR#ObjW0|CK>p()S6UtS?m#%7~7}GbvkUhe{NC zETYAQUx=sIG&-ceBxJEijOI^`fy~sJ)idK}*>C z-36#OxKFV}+kzN`K|LP^{k*pK!~x-`ZBmlaoahdHVl*hgvYlZ{ZE%q^cN+sUJ5{ds zHU$Wt3p+g>>3dIhPZ_~_O_E#U6mgYQT5DTwiLVGOaW^%kZObLMY+(1bR zXJBUoo6QZsS#r0$Xmb+DT~24l^c$AneO8vuy(OEh=mHGH1Fi9+v zU=yFO#4FP6T62d! z{%Ygm$;_7u!Z1hlk`-l3E$IgAJwzSSXiA}-MRz?GPIgohE*0#K9`wo)Rnwut6;MoF zxuQmi@eoM9t2=2B`$PEYytt`MFh`+arRZn%v4?3cVS9<3B#QNpT14^hGHKJR?BDjRJyVkN7 zetqUwpucT2?Bk*@QrWTW=y5y>R;h)T4NwidyYQEiH(KVd_kSr2V>JUvD53}iVOdPg zFoj6(dt3wVU$&*f_4IQ$iY=thnCA*5CO6Isl*Gs%AmpjvS^aFW6B%btVQUL)oiNo7 zn{uRizs}2h)Td&}tmB)TAnr9RpjRV#uT-o@NZ>!8(DENU%bSwF`&m$YBQMC+BI$M6Gq2=;QqSjlS)gAe0D2G>Q zNk_c85JK<0b-=E6yvep8ubDesya1mxs84a(@>83z00~TF@T=xKm$45X`agfVO5ZCF zU+hpiukm&>-Coh!-z?RAaR;p*7i+ z;dMXIi07M#p#FDywmFe@Ds43uNk?V%slJcjv~0NWzA5_zvOLtWMm^L=cyz3vG$VbIbnVlajuoJT?zkLxmoZ)m7&sW zMIOoLb)oR3Fc!>Uf z=lklHeTnK{gS;t%ZFd15&;AOZ7B`U>F-6xt=8l)FD`O_4&2?A22sGcF|BOrC5%Wvb z4rD(CG9qxl)72tqqi0U97^{~E%V|z6*O8NtD!~zfqR){6A3yL|IueV2?T+z=6N1{I zMm|s~S*9_{@;}?cqs(F*StpnHxpv&+eTO(xMe3T*xj&iX$_nvR2sBU(LVY<|;Q&A% z;AJe4pb(xrEtLN(8M{yEbqB^A>0tZ)PsZZoYI>$k=r>1TbGEWT;~X^11QLLEsR`q` z(}7U!v_4aHGcFkJvb?}GRSq*U;i=^z)T(G|JO$~4r{TcE4BTJ`#lY|J%qJXowlf?n zuv8X{)3u3vJq81zhObPECmdExt}Ve<7ypj9vl$X-D(ItRX|o|au|LUIc6fhsdpH;j zfc#4^cnT0#3id?{IhKOsD1sam8dXPzu0n(brHP+srusa@^8Cg^i0F7g*AQ4ZEM?)2N!BU=3 zFAC5L4OA^ENMZX}38aB+btoBqlPZJOPYR)gr_d{g_~D?YpSD?FN;2<8&D z;EC-;*$XXSs0Mxz|Sb%>3 z+sn)Wu!rw5NMZG5;(pWXON1D;!Pae7uJ}5{iA8(S7^E5zB_-mV@A{5ntij1ur0*fmkZ%PV^-VDQj5 zJd~~qqv)kz%NCwfGpZp zW*=c~YR9kSS^ZoZ(GX#+#!i+_vaPm#u!2vK55Xf+Nv+EIlefd+A;A>51@$UxH{g7*F$?J-4u%GGC zY$f3WQ!>HayK@-?D>q_V)dO(|kO`pU%ny<+$H~XVmjTio4{?JRReV^X=+PQtmuCja z@zYNpF%WAEnG#$y4wBLR@4>;>?QyhAAzw}9BeN~vnZt~%1J)`Czca-`Q4q8uq5}ZJ z0Ryxv?;|;?kPq;;?l9<-!f2qBiljN ziA(!e6@t9@Ul<5zsJNrCAXs58*qUk$h$NsOq0 z;>Z4Zdbex|4OTXBb7AwLn4-sghs{R7%Ps_wNIqd7{EGy%(bjv`SGDm~M__|}#<|-c zlQv-Ie9ym1(U1X={LuJeMCA1Ce)SVwBGr(u^_ql!YhB|wk7QdJ89|3{Z<1n@7t#>` z=|E0sAKiK>0l{hQ0dbV56R~4i?b4;pM{^fueMpxIzorEa2weq4`NO=aVnS}#okL9R zgqDAcYZAg906=(yaTLMmMrv6v-17zuS3{xe;mcput;!8s>cg;Mgv%Y#ZL<$=%GRT5 zMynJZI&iGakrX4$%?wg)c=XA}pF<0*K&ppW9re{HBQc#0nJV?hJ6lfC|LQzKsvHoE zJr0oa`{E|{6@Nx$&ftQ(CwuK5WppI=t&5uZ_)e_Eyd?hB34LpvO8wZmF8TENa7l*& zXE^)-pTt*^9eNaSanR_HgI;D67WsHbSf(-{?^BUu6EG6Z%HZB&G*FMocYWaBmJoE; zJN`|DN3tTL(dV16D8TQhO@|>@9jGpf@Ho9mS2Q3e2y^xks3IIsy15Vc`6L6mP=3|s zk)^OIOQpZiJ@aIg-8KI{sVpk)^?YDSR)h0VQ0~?^2!N&z-=dL%fEAjoXGCx_J~|iy zB|8+$O^JxAop$b49+8?KY%Wufd8Q;F$M9%x%Gy9wA(;27h{j0@UxU=Cq*3JKP@6H@2v?9%weLB864ej1h{mnnUAYxxe0bC0Iv zR9^nhrv$Vh%18c-B(+c#{v+>6)v_%Vv2eoW4GX*8ak6)U6 zlwHukxHdkUZA(4D$Y0)AtqU~u*6M}P`vTi|tKniqWIcoNdrs@>JABkKuZye`2TV(o zPkvp6GKMhRyjw?>1=f54i0oJ-QylxJF={l9@U8%(f z%^v-bHH(=-83Y#J<&16lt-jVR9jEqy^zebRkDM;otgn-+ zovjjqX654tvrrGwOPwxJJ=yR~zT=>S0)WCigi49?adcM|?|LfO1ID~wrTdj5@_(Mr zoa1TYfG&4K@QkMBJ^`@*x-sWj?NmZp4L?rg630xD#tog}H&)kVIb*lzu$6J^Ob$1Bp zdOn&3Y2OSh5B(alSQb4YQI>HN=?uOd65tF1q5E_AP0wgksn^oQE|A>^7>I)uV_p0XjXi|Cs_hs0jY zmpsvU=6TV3r>16qx*lH$^K5VGE`rA$NpvtU2=4#*Sn8zDYU)mf4&(JStF*0}4avZzW z$H8~~HU6#!eoKAl-FbX}g;NG-;FGUm+%tXNqoggy4x~K~TNI6HwpQJu(c1rVZQ%Oz zgVQLQ^NVHfc#C9Ls^3DP)?250yPC843Y*yvpkFNZZkFSHxvpCG4RzEUS|;DKdH$X; z{0*(wk&fc4hh0~1JZnpa{DS^)kwh`J)i-ZO|K52%rg6WNRfZug#@#wR{6wp`WLA7x zRL#TMIOfYD?TfFAO5gK)kBYVGN!Mh=B}~a}3r&gZfUq{U@KFiDg4>uHEhfN8BCQSoXpXp!xTh#Rbbj|-l z-v5in((J`Ql~>hF^G9pBpKmq)z5937_|u10A^%Sojh~*~ zo|4~-4ext+aecL~>)c8D-|l~QlK;cjUB5N?zW)Q?#)#1{I+Pp@Bc;UABc-LgLrPMR zZPe)QkS+mfkR07eDgq*{#7hxWKtMjczdwKfgZsGd^FFTQzRu_MIKyne$Ro6TR;D8U z5(d7h4DnMB?HLdIM;JIqIFPj-_9nz|s-cBEYvAAefyKx`+wtDT^}h4rj(_4_S2+; z-iZ8&c=NmepFp_nb^qtD{~CuoZaQCae3hR~=>2>gQL=P5rrCSGTlsV9Nt>CFC*hxe zyHBpf`(|zATyrA!^asup;GW9=&Zi?T$|8=Z2L`|NmYzR(s~+0;^?^-Io^JW~@-8&`$Kw_8KEdNBdnu2Haw6`sBZ@A5 z=v(!ipWnKe1aDFdtah&T!DBb`_Pkhi+*zvGDGjJ})l7ydS3frhHL1rna(5`S_A zCeCG1WAd}&a$7kOVZ$%42=~vQ+1w6TUPb=7au`_18VIxSvb|rp^X_)Mf$tahuRT2F zL&R-0SnJ^Cw7hSybA8rc;jq>3*Kx#q64}{n##gpq!{4|yu3&C%rX#K{euVl!PuF{u z!C(OU6&N1^2>SnN5rdILB0r}WOLbQf*X^`GWI8%dNQjhCQ4eYLL-j* z>2vu!gUaa~IBQ3*wD`erKE!uzBTkR!{cA+z=E*n18vR_=g#H^>1Gl+ynj$7+{;bNu zI=W`(sQC2bf6MbT7lo^TkXd`e7=_8_*{jT(S37$ z{sWoH1c^1W{3G-w4tpUctPS;am>^wgoVgD6a7lUHiczaG_`cVZUG&$o;i^SxIZ}C= zKt8m?Y9O!S!(7t4cI0~T?;Tx|f=8!Y=oIGa+XCs2OG9bLCc1syI^P~wKM}5lz6?AL zA56G=7;*h>eS7YuA?*ET$Hkx1_MU%Czxuv)U5u}PVR`87cav>KNUwVxP58hrp4Rk} z$AWLw>qt4sSfMwGF41euVpcVKRFBtcVc7Z4&JUq92lR%TF|}VyBa(fIIBZ;-W2_?{ z3Xee@Oci6x&}4sdw-Y2ovsNPxSsC`?Y0VkfQY!O;9Md$UAS~!#8dnv1pYKy+F|7ZH z%CjZ@V)v7%Vl=A!EIS@mq)xwcIY?)J;F6zk|Hoxj(A*bNnLb*Z%Tpv(H(^vnQOswZ zNUNK@pB;2$_NAC}F1V~bM$O$RN5vqXCs+HGOKp|C*o1wAS0y8N4R^P6Ms42N6;GVC z^&L@3jb7*)ZyhQ*&#ksCCf=?3YdEn>X~y%v9&0$|?zeH& zxqB4$n28~pj--Rm1C zYg$zEi-rBQ&PINRlGcv2{ITFpVtW(Tny>JB?L0vlkI@FV3k&xdQ{>rr(@T~^TG_Ym zmDrkYK$h<@A~9_#`Z4$e*PoglYC+}|Po<>hT-BH1zo%V}Z`v|W&u#?k-G=+t%lyCG z-F};J-kAv8vdJkr8=nH{cyF4#_Y7QmHSHC=``5(6^Gj_1EMu3bTtg~tNu+Q=7>B^8VLmB%(myg#b43`t0A=C;!ag#5!;gRaH}`7bGQk zzU9FW*hTl}qM2|_W%i}buQ@~=wjp%CY?vxg1fr%sA%Z@+o4oWgok?%df*A`gcPK2& z$Os!|QvCIut7$5q<$Q<`gZ(q5oE|#bQ{VV<>)Uz!uA2MtS0awqSDyEA?`1t=8@)}6 zic{`%Q#%5&RK@@DQ9b-q-d?R#?4J@%hG@>xJbw1*lcd(j^F$3sa5D~5FVL$}Zi>Q9 zR`Ezvb4K>LMF><9$=?wCYE@76c~P>L2eF*!1+2l@T~A-1<@$i+?RDA5IF+b|#(T|+ zDZ-!UzCQf>Z9?xX&U^5xMC4_VlBL=G$&)7rddV{!Dflx?%@)l7YUk*f03@~wlt;H}ed&?NQp02a7Sryyc3|SHZBG5=a|yE@|q-T@-|WA?AG> zS6N_(vLJ_GMzICE_NvB|k~y5rm=}o<$3EG*_Ztq&_pkVQhZ&0B5{Z7JeY>OfAjjs82~sDaR{qtzkb(HTBYaV#^nrUh#bHTz`~fu{ zNumJ;6m}pklB@PrRWE@@hJ)c+qd%z1E??f*3ChGL<6oRP7tro$+|WtgW^!c^H~gPK6%Cyp`V+^`U~XrnI12>$ zoJ@sO)dyo%<2s%^Q!@Fqp<4NRe832l+4QEONiRaXrd3n_ZsO|;+w^$0b@E`_k?}~s z;&XQp1$+?V>M9D|aK+bl1W{=6M*Tnb;all6trb_$?K~a;ZD@SD{^XnA|=XH+_Cj}=to~H$U+;3mdh~> zvGy7Im&&YnVX#d2TQ|)Y^K~+`WDe%K$r}*5PuI)v!WTK%7=F(_ zv|WF;+6rKgB4ZSArCWcRwRP6NwV9XwK7F^3DQ!|q+p)GP*5AV9GaF9~-3!zJT}`W} z44cI;u?p#K@{rawBLhP!;$uGn9*v6bS(-AC_~)G(h=d3%3#&pyGGbaT;onZq(2v4H zCAai;*9WU0t?C~(Wgx~Fryc&SZBZ$uXnduw949Fs;1ftlAi&Q$XmHP#E#!l`?wQS7 zcAip!2?l2i`|rdI;fF8VV`~#0VOnJx1QUCnc_M@UFgXtKz-^S7bTL$5b_$d6?ukhN zftVip)QI<8Pc-H4_lmM)I=q9Pd_@DE&Zi?gWS#zBEX$6V_!49zgl{&JsS=NWXS(Hf zcfV{1;H4}kZ4$XT*4jKyo#Q^C4p6d&Q0{hp&r3H@vnC1C11-1EeJ4?uK8%aM+0V!n zbd^^8c{`3FGrB!OB8MnV5#aBw2#7c8@!bi<)5```b zZ?~|^UDvbl%OeTfvcy@Bbh|`Vy)qYSH9Zgy0?b_U{5S@zjIzF~wCAn@w>%4OeB{>) z0}F5AKeIE|4Dw>dz3hv1vHj(46Q!*+?mtwf8@BI&ZI4JSr$t2hhCd6S=(2L@lvneS z-{yH`@%6bP+%?t77;HkB_6%6p;od~>oR7%SFEDI@F1nNkDfG<^qz__l!h3UJWLF`d z7k~u3@YiB{702Vp80@678s!EjAdih&GjUlv0KN>c@~P4)&9)O+4Kd)gfi8eqwt{-H zy{9wG3`Ui3_ASuCGcW``%fKW>P7pyo(Ja|O#>2iKN9tX{U{m-F*gErK_BFj%Ds$%{@5e_TyrsE#` zsDv?a{Gc+s7?PuZI98qp6}0;Be-Z=^FXQ(!rgoLeO3m3}P&AKU6BaCgYF{#*;H4gW z^$qj!(j0Df>c%c_%&O;ISf~5=v_#6scbrtja*p(KNBBzg0T+demB(o^uZA469ha5~m{5JlEPs zm`_QsFNB1|shBlDqJf@@8ae2N#28m&jvPNl1W4;DM=>i&EjmLtL_KO!^>r}iN^D$9 zrcSgpzN;;Mm6-wqms4t9`kTqDW=L*nbs^SJw*OK?4lr{LKOTf`WKgIm&a5%`hM?QK;NgNov#Jx@jnq{h5Qw-hMMErXyH0h%hd zYAY-iOUn~4;c$@xT11E!*8v7+O{ zoUau=IdR1Z;A>{U^GsE(txC`2ckz0TAmx%$J~(KsI`8`-EFX#Dk1vDas}veh%9+Jw zID_;EGG)5V!eHQmY>*rR^x@J?J|~Z0O|o$*Tg@EhnL}xS1M2WwJUp~%9jSWLW-sRq zdVEJ&eb-fa_bf}ZJ2o$>q5w*Di}X#8adA@Dn23BP1V<+3gS%nXfKTN{eD2#A1gBF5 zkyGufI(8NQ3i&cxIhlw)b+?z&trT%h}YlhXk?y6|X&NyoqcY z$aNYk|EZP7B5d2e{;O=`j7%FLSKACBGhIQkLLGzJebd6WNdILEGaEpNNikrp`d@sR z5G0zgykv&I_4#4>6xxdi2O8mtpc!vuod@x+7h1}d91u5!bQa63*nsUgQbYQRQF$ZdPN@{f^W76zMc>LeI1u0s> zL!GCj?98;f7M06#uGz^3ALm+hzV+(~?&1DVqGvDCxp1sEYpM5vcu~#WOYvn32FpL0 zlqAXaK7DswCJOM(%xQDHNBp-_-FkW5P4BqHw+MuBglzNoxoyIfErJyKzV~KKN9%?L zsS554y&GBs0&?78Pe7y_%sNegLx+UN_%`1S#>C(Bs2+@I z27p*j0QMWBw)Mb!&w&Xr#tr}ldIEU#(&$2hxa$pXVw?%?4u*unx_oKN7mQ*QS!hn=8k9!X>94&JRCI zoGg%^zsDcA{+kVEnZO8$Lbd3g(kf`ZKu#@z8tx$P!P;I21sO$?^qD@RW;gG<1m_Vx z|6>!>5%W0Gnc~Fx1|!@<_xD^>&IheerlS-@3Of@$E7*uvJoEvrq#(JOS)kRT$SK%4 z94x{H;!T|lP8|LpYcM-h9H32AF_%v_Ma(JWeKMg+JY<=)!mLDZ;4?~h0w_9}#nV}K zfa9z6edzO?w*3!)Zws!wp(bQm(zSg$@y@hksQS@=QdJoC27U=J6&}DA@GuofzBR7c z@Il$@gLBgI*3JK<5&YC4HXpc4!R8jphj(H#|K#E|7Tbv zeSj5BzVn=Br<~9c8mV5Q<`PsCz1M=ORZASZr*y3*w(4YrC;>Euqc&ladA%R-Zb7jB zRz3U1&1MEa-F{38vm(V;Mpt^Wac4XvSPkMGPpSW0x&WHg8D{XD91xs$C;PIwvB?+) zz(2(+n-K9@_&nJrY|`<%0}=6*ZdvoXrVHbdkE2o4t} zRPS%fPJC+AV;HviH~c+S{Ss^&1U_9MQ`ikX*`T!kVp9(cyaCd`nu~^Vn&3b*>PXkU zC&ooVN>lUNlkey?WXgp)?uXxUvf~2~tCET1|IJSK^-j({-n9(}cqgr2Oe0Jv2}#x) z0>WR@SD2|FKmv&RXP>DT?h=#UoT()$;Nf{5D3kLM=x%`Z@xfawEcJu!Vbd>XW@rC9 zkY(Awhl3`k#Y0bhkLkcsZF8L};3Qt~nd?T+8)~0Smx$jsxkm5bhpp_-wrCsyJ*)@o z$UfN2jK1DHOro4Klb^eXG#=oN37zp%0oeLjuok?BCi9cV*7Kj(Is$&UNr`dhi$H?| z&;oSN=)sFUqYWLO!v{%&fr7g;pT{k=ze+aZz;=$n{qmLfX)ct~*i1PFx zc}+x#^8o`UAp2zQ$mOoAQ3GS+rybRGH=7@290XO})-T5?NhwlM6C6hk23<_>^32x2_CSe43IL{z1 z2xU=Eg!PcNyvEb@^7JVS{klBQU)#U{0QJTlhErfC{sdcUP)zO`izNVjdeWTVLm-L= zcnwOzf_ZWRY<+@TsrS($pxpd7#o!y`Ks6(me z3SY(Ns(A>sPl4XEmk;!gfCZcai2u-!f(zbXH6nvy;~wNcrer`=T4U!zD0>YSS0;T$ z2CiQa@ZQax><+@5ii;FLx3xmwXlM_>>$M>~_yT?azXogpi?ZI)l@iL!6!%sICtz=! za944Jl#V#WA%+W?ApxNkc3hp`9*#0$)2&#YkB=jVy`phj97&)NWvec+V=&Op;1CrQ z&a7#2Qq84e>~~}ohv^i^@a?>)UHba8K%O=JCjx)~f?x{8BYHS+MyifHm~D%lRIeT$ z{kM(7eH_b%9N}OjQe$ImbDXMovVaLO^4bzGS*97k`CMos>nOO0(NO2JLy+Sig1N0r zEL>!bX4>s{3$U!~(I-n$`1jDIMBEV&Maaoka6hD5dB$O~_NADvv;*F16S8|GNo!x| z&O-d%$Np$JdI$wyNMv0MqS9>$T7Jn}G!O z|4QRr-#;kPyegx4d+~$Tu9uv;z|*qTd7)9#e{A4;C$2m+0s;PN)_^UaEcuKu}VD= zU8tU2?B7LgMIvfbglo%>-ZmtfYM#ZT13kBvG9bQo`Ch1vfF+fU3)yuxEKKEbhX(BZ z{d>$w-C*HLx}XGN4S5dKb9S zI&e3$N+!fUNSOfEcpQ*bN_P)7fFH)2E|l|*GTdLD8mk%NqNAYAUh!yM`O}wA=~Roq zs>zx#-;6>0Ui6ZSa!vXem})G=<+_qFzHx*v(V#fKHn=vjr7{yuEEY&&g7VWlUY%BWwDXU+oUNHe1q4?~J`v_b|Js5V))>6&T(L5rF5exAHxxiJ z*a^0LhZ>YvyCr-qVKb!+^C_x##Y9rs_br^<%pH&&yu$!YR;wAs>`;m6FX491!1EzE z-J_R1zsLqo=yv)$S;FvFN6sXl0`XfUpMb(8>G!5OhqKSH^{Hr1j!+(EVso$7-~Q{a z(T|8|vHc`Vg7oqBZa}_797Cx+VjxRD;Bk&566a6zn+}rxp?B+s7x-khQ zsbt+@ErBP%FvBI`hWX{_Ah~ni3qzo<}`1T>yFxkD#bf@Fvj$5Hr`*(UCRQbGSN{R52N;H z5Q_dbEODROcN}J7n=TVgX5Z#_189)cWe8ujm*CaBtbiyvfG7$l9{*%?kR;15oib(j zZ{}NP_Fj3I^Z89yzlI{j-W4DJAWfyY0$H>eC5-@``P#<~Rp>5aXm^B@WT~79rCS*t zoJUCh$ni?rUG)_hs8x&deOjf-(fqe{L@KOBLIaCeBr_nm@1wi!i>;-lt~!$TGG}%D ztLYlQs$@y#02ab38a~1mSF=6#r)LG!f4!>%$2 zF({)9m{*lfxqXFj;7SF+v!?a7z&Tj;S`#Yr{yZ?<9W& zD5X!NVmnBGshY-^%hq|Z;+=N>a__nW!4Z5Hb!5v>V3{d>NJ#XGtbU{2)}YdDP|83b zipevIW}|Q20Da-`wfG;KLD1bknD0T^L|s5P>Ic(3VI|KZ&4s>qj_HS}f|WAt}+3<4&$&uO0Tb8E>~)|GlSQv;+P&UpCV2o5V8g zSG$JBsl_opiHz$n+T?n?jPsB6bfuXLe*)_RQ( z*xK#WfG#6ER7KV%%;vqP&MnX!Q4|p*LDIo;-#EZ;TRjhNSxN#cnqg|sWuCMSjgiHq zGf0%;;ZumFxBB1BZl}T^bDe$%Z?O>2lvEJubf+bIDgWZhYtxcJz z36W5fPF5v$QB*QM9gZr#Tf$&kKTVi+p*siu^YR|QC6+1adF3`A`JG|)hwhHH?ih-i zE^|v|O$20wD~wq zEGJf~pbexAPoTk`cGg#l1ZkU1_`&OpN$BDq&l z0{+5H(Bhj3Dsv5xL@*tXV~V>2!qN9(j~(z&IlxP8)(3Jp z-1e~M$w{z0R2qHPoB;v}#I=ONOwzDXL-BNacwZK!Dtme^v=n;$yEzI(XqN_6l*;*t zS#GW+O~oXZT39qRP_m_^pH?e_${xSrpXm(p52NsyJPNOu@tKzSCi&1=c zJmhjCmEHqnIenKkRQ-U9mog2*fQ%!I16oH>@udQX;(-qGW5z%#Hb){3*T)}~xwXMP zBO0J0voz<@YFI_~p#X-sr2S7Tf^iumv<1TKVT>jEJFn%lGDi3GhMyjyisUFP>>*m^ zqgYqFS!ZZt%`Uy-VN8(S=w1Uu=Q76TI74p7L69pE9+ zEJ%@4P^6{m6UXk`I#i2&r$3ZV;t~zboZt^8`qLyuhw55w;*UfE>6*r9*NN$9Ce4?W z4yG}}8zAY^$jD5&bWR1Tbw$&qikMUkT`;xQySBrZ_n{56<2H65r>*UQY4a93;K(i8(GLrV$Wpz#$FGXC8nH= zsP94TX}s2vH)T5)ShJjZAijGoItO3*Ft;=r?dmJ-tJ+WP)z9}I1m z7{U2d4yt*YOX5+j+S(WCf{Q$Bo&(H8%8c5o!fZ3AzdE8eL?9(XX|<$xXImu6*z_1% z3>dX|h#nsU>NT69IjtbjZ|W)zPdJCsf|tD{QTmvhq4_1DhpF5#c$L?DPvZf!wC*jH z(hMnBvEMgX%}P4=VI%eBc=^BDrExORyaLds7Mh7l0*e*=YYB3_VLVkjx*PQ!aYI2O zZ7IYgL;bwSXCdO;+IIV4*8R>XS5S}y2e3Xrfds^!3tFBiZ;Rwl?U97n8ynrsK_m^~ z%Ror2o+`#@8}(6Jfa5anui!SUH{e<+wPL3=EE%CJd64LZHn0OJe%h zZ30fU3%t^hWs&rkdiO<*lQ7-R1jNoHOKy<-CWT1w%4rA=-2wJ0w*amP%Bka*E=#^^y2_*+AUn+#XttFk+8hNm9n-C zz6t#`O=9k+0%H_{Z8ovA@9teG7irIxdEFuQL!2d%*?RAK{k-=}eOX&P(i@9~;}1D2 z^Q=)6j?FZ$SrgyO$Gx~^jIYSvJ4$#!Isdn2k*aID0i_a?JN(RoXx`YIKVdDT^#OoUj&f;t^jpU}*-R&^JztTYb6IK}lMC96IJ%v%@9 zF@m*)a(hI=tt36n7DFh4B?VvUILd`@q${q0<#R*k<{go({CyUBy4Kj>8NYV5cEhJMFQy-;#X(Pj z6(etY?SVX(3GY=)-?JnsKA+=N#N(ffYZx86n|*t5?x04}$n3Q$1L+Hvk*#KKEjCfMkEUJIwEj9oL#kLK`fGaY1y9ow$c zQOq|cQFT~yS9;A%`V#ZE*p`wtDCWr^MKCy9({%mDmG3**%K5Q$gHxhG44 zFQj@9FqPqu1Qq~>YObzhD+*!?0kq_-r3y5a9%7%sGX6LLm#H*oc5>?oA%q_uu@LZOV*lI z>-dttY+8+LmT`cW{Q!%Jgd{2!0B@SzezGR|Vk*e>p60`BBHf;e{X{*Q&$y_2%##m- z>A`rg!_<6pk?tUja<@EP=k1!O#jp_6b}q+=j4!qGe8}|ic7_6DU7JkZgx#K#OlK-D z6)VFke9c9&PC$`7M)~LL{>j(#&t^?6ZLN{f935d*!RdUg6tj1 z=?DX5^cdHAx_XryMO@8G2fv!P?fhSnkf}cG*1Ia*3T|_Z{VKlpii|+DsYOy z?`*HD2Us>*U%R2f6g3+a-#l8rN)m#S6&<6lPyG=hkVQ{l!u7?y@qo6gW~7_fI9ZE5 zGr!ut0rih|mDyA+(jy@0rS?NC&;nDz_Ql7b4D2vj=43~a<~ox~gvY4|scIIFCsO_M zYxD7i{v(~-F{@`&R=(j(ptcZ_JNAmdL;(YDes{7{{Oku-IG9iD+d3t_SUhLyvAvJq z2#i8X9=kCHxpbUBSlKC)`b&mFpA)^3|0VGKz8yXZXC{OCKsU30TS29;xj^+Jg&IHd zY1tmXCmXIiad*-`NRnNj@g5twwCp)|8ok!Zz4!%C`&I=BEHpH8q=j$--eAKhG$1va zEyQu3I)KO&6uIkzxMs@2?tn)?qhsH(MkFh^OS5TrYB_N7wuP91~9I zKbqC-kHAvK!>F!)O-yZcNwRHP216Vg)m*`POY|^9Di(>jwPF&z^(K4z)JdwLg1$z@QADwRzqrA;+gbRN}= z;WDmO#IhyvjjBWwMRBMgnH53N9kgK*zHwF2u^c*MT^o~znqN3jzUF+MPGfe%P7m*V zO>GxSsIWF=*q?C+l}}&O#AXX=wt8lelM&JhTIsP3FN4WAGHV`fAI3OI6uY%9Xy-N9 z)GARG*n>0XqN1U1KaGHuI2#fMZf0&mW<^=3Jy%6JCJec(Dop+(k0GUb+dXKK74N8G z_02vPUcc23ij7ed9{zE$US0CLKmQiVR^6+Nbvk2 zn#MZl0KZw03f5v&mR6*puL7ya!zm@*?tf%V*LYyOuO+C5TMp1yjRwGSv@(=)bg|CWOVl`M`|{Joz+10b&#>iPu@mT3Agj7w zMY!b8JX*0#+%kD&{zYSIv`Sh%t*}@KhzehoCK_so%+I5-)>{U3j!(7K((IO1(Q6B} zVe?f5#P$>k1@^}3l3NG=?mq9+_+8L|4DdMBF_2gmXrh9!q$z@K)$dx;IIH#T3AH4n zS&aJP*GnZZ^u>cG)DbUquI?eza77!YYYktzp7%ou|7j@grn%Zh()zaa zr)qAGRAe=<*f*;`^xQ9g-ED=TM1DKae;(i=X^^_EsJfTs{>7-$AI3=^2(^D-vzP#;f0j+u#hw}wYPf15U-YtC$5&Mnbb^|m5PKJ2Z4st<=}?ge8QwC z;`8o`)!5r+TRST48WwyNds`xXDg}8Sf2|3U&M!%`IeH)pCB*Nd=WJH;n@BtMpEN%C zu-cm$6%GCEXls?y(gFKaR=A4V@}-!+<=gOI-IhBy`#r1H9(UBaYgc2+p$aaUzQ0Gf zwbIjLD{z7?`=0#v94SG6V!=RGh?0r4Zp|Vk6O@HZj4F?`0y~ZYJRl33aRcQrTxQb9 z@AI!L>6mcwW>a~VJe_S$zj+=^1I^rG*O9h#l91rz19;nlm$rY}W8|Uz6_EOZ4MUpD zsGF;|kNRZdyaRny9BXw*c@X3fN!PRz>1OxK-PiR@bpO3%?Vror;#j2~{qG8B5MMCWFnsbdhPy6{)+@+y}!<9}* zfqC|cOD~q<1Ld?F3Kmnf zl$q7m=5NUR}V@P+te@(~}%ns5+T zhDc}>97Ii|MrvX^WZ2|TR1>=L5?1ECXz(#gNTw3)TJen}YrZ1$-xhe}q=vz^Nu#_N zAwd^xTF&uqxe6wt@zg6@N=V)ClO4H*{ig?HU-L#xvvGJTrqvbh27Fk`3fpC;T0yOO zAV;oAFxRRg1PpEGz_#!)+X_u~XAPGn9*Ha+zV+_g9cti319|+Nf5dO~|EbG)!poHO z>WduoB3qR-Vnn#DL#z0Cr=QMI3@NGFc8E(B z(YDouX!6DIQKDmbVM<<))jszs_Tx40s<54D7jJ>d%GX818kRu? zS0=6tM~vPh61p`$Dc(Pi9kQfyMJNbPrbW$u=%(MS!UxP?1fu)tHJl%69!m~Lf&E=Z z=7Ez|JRKXQwIY*x`%XvGk)VP^T;V*JGx5|^@ZZtG2x?aC+9YfDY1<_YUwL555AZfVUtmcTRhEHShSId>DP{1q+LthP>Y zoCk)&#K7|&{e~IX7V&<%yXmIP2`<@KA0+73EVS%oDAi$cQw*c;o%v?^B+u;AckHZ} zRVVZEt?-=9p8`1%M>>wq+x24aMewBP=)#(!`0o}25PmS5T63d#Ny=Y*Y!l+k2SKXz zRjbcw(<3C2WSKqvFUC}0Edz%iItCtVahLPvOQhtJ7LKL9CU-iBrP+SkN73(iP&i6r zkHAxx4ECU43|pV)0}Z#v4G>bNlWMRbl;?VMx6RTGAmiLIOxT5t|GTTatP3134!i z$esufLGhw(KUjeV)t24!$jIq=Ge%DLEM!qUZ%FZ(t> zAnGJ4MQl2%V6-Ac8w+tQTCJeh{#JMzg`D61GR{4jF0aokicff8NXTGwIBDr3L9B>m zR?#yks$jdm*+86Hyos~Tsig5J#8LQ|12q(%>eFw@6H=*szU@so!be*fBi{z=LAMG$ zM!`%hw5q*#tV0m1zs)1QnJ9t-C`3Yq24^i8$D-YZOCn8<(is73M)^t1Hl$f!NDe~a zID8ru5R3vcAb>Ogf?x!nD)0ir##Bt1iC!%kF`>~xDzm9fsVH(!f-Ci+Za+Vi{jYS8 z<#QD)A<3_J9G5i>H9nJ`cJv;}XD3EgPsZrOQqJsAreGWk6M&$EgUA*^;E2Mr#Q|v$ zc$Z%;Mp!11Xy798dh-J#BH#x}4e?T4Xz<`)uI(Zn9eMnc9nmi{4F&i+V7U-o;MGbp zd&*>D%-!P=*;~tLq9|@_d;eS6<-CJ7Pgh%*y zi?i~yu^3O4S@#-Q+Aad=TEg3LXc2LOUFgx7y;XT}a%@|m+>rPfpXoEn6f6YI8K zIv@KESRrH0hkatS$cIatDHr9uytC@-sI9OMEhf_No!=@{OA1CnE^(!*72@C5w2Tyi zlnDNq3W2gcjWS1~!hK*ALXHVVDDP-!&B0sxKzC<`JkcmIi-OYFA}*Nq+aUL|x$-m` z$S?p#BbCL_gsMhrkJM;Bh_`mAu$n<(6;FQqZiFLh*i;Pr%JICE3>6jPkWIqrdB$`6;D6;jBsmzmS$6^lxZ1!_3^RmT%;w!pfV38&{Kxpq`Rm_N zpO(#3e9R2Pvj^c+L%E9$_%q_dn~6%v5HK%mzQes40zx@Qf@%xQt2JV(fNkG+$9SQ% zz?c|=E1Bs4Jv&wV;_K$8Lo;8hGz|TcYo8Ox4(1`~4xBmX%Cq@h1T}y_007y+NhA*- z`o$X=4~Q&75tRUHLfs?%4uFmbys%xdF&=$+n%0VW9a+8)`uU0~Wh(XBFh1k6$r`sn zW}`Le+cln?+k-|gN1u4U_#+!sIwuhWfGDbpfY-GEQ&(f+QS4$yae?Q z9kSn2;*Y3UPN=Z%sf}&~EP&we9*N2JIy7j|sfl*&0nsVW{*OALB2@FYapRWeNQ|HX zjRw{=HSLwa8}gEosW+YEt7%5=%+$PcW3_>Fg7=~ZmHZ%-rGDt2t2uRT-IR4%CY8}_ z_GQ2~qx>li$OuL5xAM?qJ!*Agrl(MZ&{^~P#GI?X0{0~n$Zm>4*}Hd`y9_=UB#|Fv zI2EK!tizP;-~`ca9k`60Fe{>c?{ zWW)&W=)j{_*Xww(k&04@xr(Ez%8`f-^Xaea-1mCeFV7*6kV_1LfC1+hQW>@=JQ)V` zJEeqVB7SG1jAbeqtDfUkk%tYvStfq|%$m|KOrOMu!@Y$3qbC1O%Z~xC|8&|Am7tSd zzprgEMI5s1wFJ4tcB`U;VI@ zLedm9!jZWA=LhTQ=VnvBt*;RH585teV@aBx4Y9!=w?6L`PCJ{_c9j-S`pnqil#bvP zSLyJU`Y5hF{;QehfAooZnLX!|=T%C=94d`2)-7jDIDBl2mVOQPhEbos{d%scxt_s5 zLT6PwzW@GGM*GvHEv5xnqhzcn;qot~2n6R_hkPd2vo%4BDPR76o-)-F9;o4iloqW4 z38c8B;Ri7WpxE*sOR=(tKJEdAl0aa|Po?ul;T%T|_aifhgR}cko5b74(*cHmnzSP~ zYv6-p4ZkHj&AARql0Mz#=~tdrNhW=LB`h@VL(7>oBh{F!`E|F26Xb{p>fo%iM*z9n z^@->4C6iolD8*8w97S5Qa!I$BKQXYJg+9(8^bt^87xn3^CnQBxk_XB(a#occ%8m)~ z(*cTv&+!9r03!h5E$YWf20iKPsSmFHyHQ(hYA&xoh!Uq%wI_Os@8UCy<;K0xDM1Sn z;%pxQ2vn+>Uh)Jk1$v$PX48F*5(Kb!<764ZRt%SKiGMv#*|NF-Crvt>^)7w?DXBF~ zujbIy-`%QxgHVD3q(y$Ab|m=!cIrj8dJS`3Du@t-Uik7SdlZ_5^8S=1^|M8$1VLaUEG%L=XT3rO?qE6r9JED$)Ykp=|$0I zsC;=ppr%~D)o3@bAqzEb_rfYAgrFP<4MyS1ztefY9kYawZp0?s^5+ z)p2G;NzEO=4d))LT|x0!WqnTnP__Tmc^ax+-gh zYi&QGBe5rp(iv)Up`3k<#r=MrAWAL@_Bfe#L{43G#bksJIt(9|GhfL!))3x0V#hC0 z^Op$EkjjTeVD}jM8t+i%w!yF@J}q$AdBRmwVpAqAkVl}J^N5|(915QzBczb498_!` zp~he-aCb6!<)P&TNOzWPZ3u=onox1s zX1Q)g5$KQLGCyf)3mO+s(3wf784kG$%K4ME6sm1dAv-zYp<-Ak z&5l*?l^XWbA_l^Cv*xt zXjI1)MCK*_)4pzt$!TxDi&P`yR7eIU4o-xRihf)k1Q2RnN2XLx{_7#X9oir2Qmw6ANOsg0`CqeN3=*Ni3f?~0ElzCTxXRBZrTb^HBYr6iyH6VG>o&5S zemJV!kE-m(#q9dY-_5IhUH{fzn3mK+z_HgBjS}<2wz-Z+D~#XYx%}RbB*&YojR($3 z@Woe|MPYdE|FDg`6X{|18+7F&#iZJ~$blQkjOO==85rr2+l*0o`!>aB*m zOzdxC+4sJi-xO2e&tfiCWthJ8Ek)e_FjM+5uChD$Z_Ope zEaq0Phs@jekJZ%$471)R4{BKWS>V~&$|BA{k;_zV;gaI@hs+#*}t1{<*$Dfeq-+g$FWo6 zDz>SDyVpZ&&PuoLO1sM^wj_%|KSbYJRNGBRk?o~v*z|@X+Gq59(#Ap zcDEk>0UJG+aNjqMRhU=u8@c`?5R>$|ZpbAj$vtY%?B6@@jf`3UwlS6dr`WFpBT=o2 zINo8ebtuE-_tyIG74FWmjf@K@HE}4bDgVewQn|k!EJ-Sj+8?=jtbCWL@~8E?LZ-sq z@?bkkWqurc_qk4xQ+#*5Dcr42e#r&1 zDoIL1oQtH}L4ni2`>pwyuc;$Zv!Y79K{vApe?DWQ2Cx?b*zeZ@u&qA`?ESyNuC zGN@W9LpIK@z~^@MsSn^B&0tkm2J=xn=_YX*H`+djxat*%@(riy<{r)!%LXkC6(!cG zmdnSHJm9A}`B0&i%>OSr@bqnpI4wLx&zx(%L9X3GiZP$>?Q1)poZ!=kO;&C863Uv) z1-=HIj_w&s3J^d2!UuJm`G415f36Kt|7I7Kdoel2L&$bdx_E3m%uLH;!CWY|m6y|R zvu4mI@nNpy6vRqm<9{-h_anM2ZJ^_EzrIte(x(CV_7dlJzfY;R0iRc-QmhyT{oQlF3QLjiWqK|D#KrRc z(CyvNp6{)1%Og}S@9y7gmw9eeG1!LuJ0)}oGPj%j9JUkNQxWmx)Uq4TSLvBgpD;C=RG9LMWBOx~ zsZ42X3C< zrmRXe3i@A_nOyyOrI+&``Y>jmvFAZN6DzTY#p9#rhk7@Y2-KoXA!msy#yES$8S2doz zN}RfR9mDjMuQttcYV%?+`9st9o&v^h!5(=xnL;%7 z;?`vYX>Y^pev;NYtI<<&gO+yA_05XnN!DWjj3~FJz&w$&1d%Cd-JkFAc+^|fGm@5y z*YhI#^%6DggQ@-t>))CrJM`UcE3y_Qo9*8=??i~ri_pI5m>Rz#?ON2yZ0=rGVEfd# zx~sO;^>$Np_IlF+Pqu5`G3e`yR;S$8eoIt%Sf$@9!kNr}R@YGBf7ZCJ?T&Zt9@~bz zJEn`S``A52`rlv-+xqL?fJDN)Ath_4NwQa|FQuz!df(sF$V!xn6r!}G)uCcEP7zdH zgHGX@lC`JO+o2<6f&&!$QtG5VGL?5%xP39cVfCa;W{Z#V|&));&~-o@hP}i?}%uJsP)pqCkNTOY#_?_o+f0T z40uda>=+SV%4aXe?fs~oTRWdL$0|SCKEw{h%eQ!nB#36K-b@_F1MXYdJvJ(6@}8mi z!5NY@xv_LLh=EVf4ILnNo5xJrT3sJoRpB0$SJFh|ab#`JHAS5)wAR4~Qj{58xuBDa zz=>#%fcQZ0OA;|o$)xEDJQ|vE8rlw3N>kCm_L=gVVg!cIG%)JIi~~e(rK1Bf^%#+7 z-~qxVuG%gM>8h(~?$)Qu@8%N?MOC2`g}IE=7{XB7m)O7V%6yOoWZ`-BuPj-u3ED-+ zVtr21pX*=;lB{fODhj%*Bh?xuOrXzFPE*r2MCap|2fTIujA9stl9(nv@t(JmcSNxn zn8pcZSJ4+PfFS%SS^wHm)VaObsjD|x`NLhGns25{OC~c7z7E>6_a{;D31SFmZCOSB zx%V^vefnHQbkxla^FcR-gM?WS4N&M)c8sDf%hk_k)U2gW3P%$4r>PNqEQBz4`9IfO z;Qi8kNyx@^g_1DDVqn3YwsgX#E$yOuO^9Mys2UTgVvI7)uRN1VK zvc7D6{_g`%0wa?K(k!ytl)iE1Kf89TFqe9Bf?c5PRc8$QDnDTW)9`XWclsB7ZfmE) zoMu*9pG6n1$LdoXhG*ny6KTeT8=jU&QL4pTK5*_Y8|xBlPk>*%W374{AVB`_gr-@q zc$MT7e~{%WAbu8@#;k%Uu(;3fZ>6r#;`)#F)S^*B(YVL4$@-3Y7=QMao2!q|D&?w|ESWUAsh*3TpU zC#z)q+LMo_$d|uGIzgSD#EVb=Ga>BIWQ|J}K4e-rkgz3{U#q<8r%QFtE zhw~CxULC5FHy%fZozF*WFVFeY$0Dw*&>(#YmtxDWGq69A1XOr|W!rj>WMaVzIngm zLf4ol94-pqJOzPe2_jq3PtQJ&zx4w(bbO~y+r4f}RHIJx2OX4Qh_o!g8kYpsf1bs@ z2-iV?a(Ey|%W7bbU|NhD2Z5Ioy*58L6Hq&7!(6X$J(jVDwmmq8kKOM=%RF7i(a;gB z4JWMD#($_CsKXvq`YgbS2O_ipq}uQ-TeFj0i*6ZrzUuV^uglnQ3YEp1q?=1}w*fg% zywnzqKx-=Ymx1;s3VJ3;&f|C&(Kuy)5Gg~jj1>^i5jbB9Pc0N zNz*gtA(+|mS#uBQD;UpN(}Dqvps!IB@=sVz^5bg*E3SiSk0I~kTs4pi4p?O9JSbk~ zt<|h^e1=5)bC5z)M|@}>sJcMe@=)bDxAF2LFe(fw$_uvF31toQ6sSr3ZW&toLq^Wb zhJ_tv%wS=#>w)D`H>Dwv$pgpm1ezr!jvhzjhH<7tLv!H#j3@G2`G7z4V9%d;A)%^J zZis{{K9#hg76SZ4G~8s@OBDgWb&{Jb2+HnrX>v)1j)G_$pPkWL3DcN9)`3W_*b1|! z8S;d1Uq*Df^32Qf=5N@@IDD_@ku?BSc0cNqaM6GFFkr%u& zZ>5vHi6awrskm{bgs886mx`Heis(nEfOQJo#IKbO%n!)cM*DyBcn+GeXxm6Dl;tz! zD|Y)Yg(EhLWjCm=+E#>%YWpTtW&#w2M8+f+$QLOAPZ7X6M73^i!b~*NIQYj&kf__! zxJfO3xx7gHxXuEQ{c7}E@hsTsqPRY85bpCb zWis!$FKy@}O9Qb8t|Q-Q5y&iRZRwUSmY5!Ht~`r}go}brUqo_VqMhlI2zgRF63Psv zQp^8KQwC-ReYAhrr+3U*VfOR!XaV?u0j$*Ew1Ud`R%bU6Qs7@yz}z6~TmiV9i33VI z{#ypKg7sw{fq8cEIEq28)^;^N#3;PVH43vG;!tg2+l0`7{WwH2xMjBxd0PEq(cnDO(c){dBM-267;$pevY*cYw zseF0CW(h9Fo_N9Y(A~1llro>;smo+6%yzCDKW*S|EUZ0ke%9#ocDjk1J(lCQC$c8`!2({cJSejv zZ@#fE-loM5-DK=py}%%+C`QmCXT9;xNZtyhxX{Sl22?UBBA0LZ)LCrJUwd~}Q{qLh zi2)K{7GG`x$zN255Vrhz2h;>KtyeWYrLLZGZSkycxq;y;i{>P~1F}>^vmijM5v@r! zpm&=M_KkwlP&i9r`@NTJ7)hI*9-ka`709X&WZo@=-xdp2Q~(F798!wiQ7sh%t(Nl1 zbB$0L5705U?{;y1NhAA#o?MJxZJJA$6qNr8sG_8SgX)d?Ln4AK3P}08@YI`J-Zd<8 zmkLpLN(}bs2Y|4Xpnx?T_S2l5)Xh}V@J*td{;`xkY5uc;7ST~q7rkw7kh4;Kkac1`aI_TGui$JQxNlohu*l^xm?!Eg?`Cn82<%<);BX@lBhxz{`3Jx3-!9L0%I&ynX z;Mq4!mmQMc_xRcAla=`PW$``>W~uG}`sHXuUibqEvViPaqm(A2G`8cE6+lV=h{+$o z=4d>AI;xi)Qnd=+RdD#pHP}9wcsM(;)r5&V0O5;{Kv_Ui|HCM(ODAasM{m3VJi9$! z0yG-UI``v`LHR=m=luaq9qIyYKRh9RCIAM+2&2iU6;7CFn~Z3FOWzE<*#Z!h4$owV z%|p`EQ0v(xOAL@{S9l|0D&fSZb-#l z(P2?>YIR#7V6HbqjanS@p4|T}1#*%SF!z5P#U&W;!Cbk|ot>>C! zC)j+t(3CQf^QG>y3YrqA5OU`C;7qCD2N9Dc?kMnq!Q4?Z@Rv70>itx`3;ys{(gBp< zv(9v0^OVAardM)<4r2gB`hxY)TR;?88%IGoE)l$+tZE)1eK2GFntk~8Ar>#Ko$EbG z!dSQB>^jRVmV_=i@{KslJ4_mgGipTy0OozOLT&p7ACTKb%N`6@X8IXu9Mx0!TAFGA z5kM>bT46?A0}yLBDZf1f_y^KPZhDtZN~HnV9Rc(UOD}VJa#q#s*L2>SIV9!DK|29DUg6OLe9uErS74d=Ru$XEC!;wQ zFkt*sd$``@8iM#C+TfpAH#I_K`2;qJUMQqrOF_gt`KA(+#KNbnwq~9GU1Webw zo^-YQK<@XU>TVN9k1UgOM|&}gi~4FTI5HgQTs??~lMEXFn7;r0h4x=RD+GWj16mHv zj3~~1Et{kl99Oo*ArLJ>RmNOx0*@pMWu+fl1KP^x`+@_B8kj zDj_T|HeU zCD@PvFLaD0q>abP6Li*>93(|!TWzu}78{O9e~F4`D-wLpMS7+0y}e;w1Jf=aq$g@#AMs6Io+@Pg8@>lKfNlG*1=3ChBDe#l|-+ZIG2^a zQ+q56-tkgXS7AZq3(}i{rjZONCk0 zXZL9?E1Hd)8cXpLP=`tCOS3uAqQPGtg^+1z+C>OavUxs6liY{iKJ7(MGeF2bhP9=( zQ<{;t4rrW4+=D|*Ro0&0CKu)UB7D@ zd&)l4LaQ(VyqPl6GG6CuiP-RF%a31krBMR>vP3pt%~y;nohy*dtP#HJR$HuryvOVU z9lZE2ntH;y_~aK9tfbW`N8pTu_b zctXG>Bwp#ex;IDSrXTZ0-wrn#{9)O4C}2EJ{EKWAmSpaGjWwuQu|pyAfo*%7<&9^+ zYjkC^Wj{qna5s(GNiRsh;_}&Nxnf|WNFjoGE$`QIt8d?+aMrI0s?0ZWl@EjmzHf!J zE`ec%2{v0OuTRcJZKTjp5HC?Cveln4s6YQXR2s z9mnThTcV*Lp*FbaM>OO&H#1<3z$#vkaY#@cg*WWaYiI?CQ#1iV<12}I8%^`kyQ0u8 zqZF6;%HB)&-t1|lV5Haj$i`JxPfbm-j!rD`+;ruhl`49j+J(j*S~62f#?hd!V?#mx zBE{8@7}-y?D!Pxq$?;aw$p^%+xQ}-d%=?g8!=*@`@Z}zNy(>~<>;z7vUE2LR%YiwT z;p?-vvnPurQZuGHi6-UE9I1g{&x+4-Ac!qxyCXWc_hFDF?>taFO^C4rvCmDtxQ?gCtIuUiO-{ux#zI>5DJHovv%p8=2Y4F+G$V7DzVlbT`xzR*2=s$ zdq64I%NzVIkbqRf9VOeCpXujH;=zu>Zg;h?y|2yt7YL&^{hM9)$TQbf5T!C}BTy{w zsqucP{`;63ygHFa8sfX-i&2JDVv*vMlYM- zGl~~ZQHcC{x6YbNs@9d3)Tt}F8j_ZxqLF*a>XfN=lOTnxP*;=KvEK!~mJ1@}@(?^K zav9HupNI^-u9PW!5SG4PEe9m7R7VtFoC^cfCjC%0t#ciCv}lBrQe+$vQdY@>`@1tV z)QIeHE|<9D)2p!mmQ#ie-NWu7<>sFOoB^e zJ!^@FMA`7q-i{DPrBYosC_hrs;TzRcE>-l5gJZ5RaeZtSntQ5-E zMxUi@r?0+EplzNbK~~hEm*1k9!?^pb?N;hKE1?wZ>mxf_+ujf&AvPizSBz%X1}mUS4(h)D@!@zw{3@m~j!KWwnO5#De;6QNaLZ zXTB(NcaD!mzVz{y5RdpoF?MEhdeaX~UDO4Lk%0x9zF4{zB>ue{kTj(hNKu^S^T&1? zF66(_yzHOPJ2)lv_g(Oyb{jB{y^d%W7q4mI_08;>(hH78k`s92so^maS`%GiX}$dM zg1oNQ#su;^mm=(`ez|sQ3wrt@qvVgdJ%v>vQckW{EPMupnx-dcTJS#?4zq}9%jr?t zt}gIdBh;mk#n2WX5VCF`XZGt-va zhf#8V$9Sn2@$>7Z)8|xuvL^5qU9JtplcU#eH|VM9%|dzKg-yD#Apl+&)O|}iUj3YiqgqFqost{m6=X+E%ny# zH*{B=N>u<>UPs~ix^tYN2?Fuw{`ni%{;gfDW@}XOM$rY$JJgunUj4@M6BY;pQ+Z1Z zj{ftY|1cX*OkIIlem3jiy^lGx(oy=AP?`{{U*3DHH)Obybe(N5N~(1UgId56MBH5^ zu6BlM5zfy_c3FOBCaZ$g(gN9`(OV)8{lA}9;4O4^|Devi;Kd|tv2C0a7ZCA1YplFm zs8nlY$^XHhxk)|AIb79VP=~<7oi0lY@u~_DDUL}<-sd3WBXYiZix+HW zxfT~-c+-FC#~H<@EHQ}yhe#=yn{OkASA+UrG%2IZBo*XoujO7t&C;#I#{dS1y2cdA zOORYH`5l@^W2vbn_Js^ltt66Su#MzOfkX7FQ*W=$GFMsSRsjo@92IPnzA#hT8HaRnJ$- z{yzt0Bh}B$Mq#N+HVT-?TM9ne%D&|Xx^Yvq#oY1PDC!LW>kVgfPU<(+)H%K$ogd@C zlE$|-9l{+*NKm&x)^I`4xcvbLy^W&oQeM^XVgg{W#Rx4*UV$bK%I8gVr0r=Dq*O45 z)OCMa8C@U)A4;l1BgX?MWirk#C@VM}3ta)(A80~Z6tN`}zys9~pZZ@vm`8wVZlDo0 zL5+XbdgqmD=~jGnq98Fx6oCTc>m1U%g~pafAqqsY?&DGP6j>h&MwW7UK_y@_?bV5xjX9n#1>P1MAI$y#mf2+7W87X_M0kWiwLN1R>i zLH*vT<96{n4uYf8X;PQx^5Wrr-Hp}H$mAC0%KnU^Aw@L|yA%9hCcJ+XW*601pLf7+ zKGnEd2;xZ4On^(Y|hShZ*X7*RUC((vpX!ag}WN~tbj?ze~oTxL3 zxvRJdIk+o1kxtY!Dybm2%^#giPs@u+gd%GNldpGGY-laIYx`H-kTAt3EauOI3r{v!Xl7DVx6~ z#H^zh?+kzbm^k@kM>>wV;7#pXEDjqh1wD*?6-2oYB$LuG=17~fT>&X4Oe=U8&88XM z?;(FeTNSd^Dw@-Dy(_{yA-;?(5|P^f?(#-GYagU#f`!_I!wuoGu@QM4MorCmTowzA zK#IPFoJ(akUf@wv>?n!&YSS>aE1rDYTJnmtlDQgX_VOi76Xd;TI||E-0}>Xdx{HBzD`+8`#lQ!z;W};j`&4->Yc5f}uCydq9s`tj zVyDciBN6IyEV3{5Etu;mMgk>rtfuaU=wK44UCO4_0`j6?*NSurD=rJ>*nl(Pz=6hW)D`br-oq1L@EJ)qb*e%p+CVom=^ zkx!?Mu&k6YjThKndfb3!pN0enZa$|aZXg$fd=f%6O>?}mo_!>Du`fb;GIYakHR&j5 ztw*a*mQ0tffE~NEBemYzie2SjEvOMgLBmCfnuKVPvDqKZ)2&SE%ebDtN9*ayV3aIE zwvgZxf(|$If_uYw^#b!Od^Fe(& zMS>e_F;ht{Gge6y{DR#vC;OyR*ak`DsLXuxFt15x&1~tUc_zU? zQth=dR%$Sn=$@31o5MRBXue7uc+PASIC5gOz}F4Q*TXADqfQZ1T$jb$2C=jikc_hJ z)ATRmU+K#FvYebzr~aTR$nF%)SOK#vhk&+(y~F+02y+Eea#$)NuK;}B&6dr1{G7Az z%UHTPgW^RMENrtW%ajx_YM5?qYHn<+s3y;{a%NjuQ``lC>lI|}fB0cQ-rP$POZ+!v z)wv@J!=VCYKt*qJ(87TP<| zh>7cHv?!peo!ts0NdzxosN6~(w4sip(zHC_1 z29kdUh;Q{SG`dVAW()gXtH#7TFLfUCER;b-W9AbO>KR%?KEA`cM-G2rG$d^#>g(u$V}a)FaPnAKNxT@U41(Hx`8_3IY0$TR(by8dWf1 zA!cJg)==1oY`d;N$4C$~F(jX#KA_jHFWUmXPkH`$ja8t6-MhYkAz7@gDi~vGjD%z z=UuEs{9;91z@q^0#_y6WuIv=$^o{4Tzmj7qc6{&eX!gkclv%$CxA$YYOlm?Vk1Y7x z;8`^ObOD*@@3r0o7U!>3Zc()BtxMhmZ|zq@30}9tFD|7S7qi(psOW}Lh#ZSrX+4gj z?}6_*XMwn0jUbvxv?YL)zhsv1 z&fK0J4?4wOvT8ncez|o*nX7VR4kO~=J^j-#`l1;i4azVPbUe2q)J0>+eNMmfa)o zi@<%Bn4D+zzJK5b>;gA&BsY5Aa$AvS^BF3+jMb|3iTl*l17t(gqUFA$y4n1v0GP>H zY`~LY91Mjg5x|H?*LEsg3%INyR>()zb|T+dzNNd_!aj_D;UH0F;pX)|ISBtyW-IfC z@}G$+r_#}Q6opdky<2SAAIAEMgE%RY&DguB`P($~>UQQ2s@Tg&nacNAQc>p+YX?f< zMc*`Cs>3o(1OwgAmI}4achVzvZQm$jHbvC{XbOV~bhfDmu5li3S=8s`l4Anx*{sv- z@dKunXejN&AO_RSV%O191Da8j(dM~Yv+owFqdaOVUciOM zEDnm7TQr9}LknuoUQIgGKAQP06e#U$!xun{RnXj?(8-29GA#8BI!a@FA!4}HRphJz zZKL{SzoIYS>LI3|-X;}hE;+tjuRTuSZAtQ$TtN#>LtLXjlPm7fk=7r0^psb}l&0Z9 zfL9WUat&VhLZ!}DlBV8W*rx@3(nik*DV|gVKXDmCYgsmNx|#Vudlb^7e#ivoPU4eJ z8Ff17*}Q*$R2pPhh}ekDr3x*hQO*ltv+scFQywfCO$YT;Kn(aC3* zX_%tlT0Al^c|x0KZu^I(XmytFwV-^F4Rh z2oXkCn3L(M7FgfNNqbOfbzP3fsu#9bG8XyLRq1l3=*9RB*=)o|M92 zs}di$|G^@KLQXu`otvBxrmxw<&qr*sXYELMr23y`m^t@pIq5^$yjmFN1znDgVg`*V zhryf)r-s<0U%S>GKw0-v+WT;U-Z<)?CQzgry4?JbY3($YTXMiJN!YW1+I`lDpR>2? zmv#kh&c|mK-G<=yK`%NeKWJY%c@L3yY0jWwU_j#!I} zX);OVEj(=G;8QR)e771u!6aH+gnh)sng^-xwS3Z4=+t8~6l8(4p!Mj!`|GbZ@U7?k ziyK5@Xq$+ZG7L7F|M%3=Rg28V-PL?_+hoOde>RATd-sIuDc>cL)_7?E0blhyT@t1Z zd?VeL!xj8byfWa|M5US98TDXK&%jBsDs$q2LNj~7$%b|Bhr);Jbc`q0^NGY$G}h`K zp^}Wnqg>0)()jJM$pIxT53Li)Ok?;Y=PI#|;%U;SP1g@^5t-F$|m=FHk@8*}(x{ zM;=xGeCdnP*cM)ARzEwerNt&fKSoorJA&!tUVb4r?+s$5&KXze)#bPj){H0 zY4Ef3R2}mtWJzjx?OXOx)pT#1mXCNk(sFOT#D<5FD7r?N3XCHscVm^PYQgG|Y!7h!blkE9TUF$D;jd5lS8!(=S;%*6!5!>}7@vkx% z&SP~AP#xjD;?HXwv4n8;&!prBcyNqgno#{7t*>~_$!MdFxEKYxItj|dFh%O=NUeGj z$6i|jNwB1@sv#hvqRUE?*@<)&SK;9*D4fvo=;TV)a}@IpeJ}ilf6u%M@lLG5iNs^W z*abtcrA8sZ+12SxTi?W{j78<9!KBc~k+YR0SYP^_=4i~M3eLQI_m^sMcWPew1m2j*Q(y&T35 z)zQ4X_g{Hne_T_cOIP%18^+B!O)x?mL=8L(6Wgjk&QRz-XcG?Rb9(LI8(Jk$pJQMS zeawuO)Jv2hbHdN%V4_N72X|S4$qf-JsFnlEa^)UJ5kZiE(%2BIDrI}3QeAaHC*G3W z?>Yug)%&Hrc#{+$xnsJZX?~-GZ-$8D*C;fD9?q{okG`z_q)MD-vV*fFd^k4%#Grl& zrm{pw^2QX9Rq~|MOI)-POdV#h3v9e&7dKbXH!skC$^U4rvm`GQ>-U=vRGX@QR7+Uy*K;*&*=Mm>o#mwP2A+Izx-wx7teJjnvuSn6%ip6OG&vjx0;TY1cHdtwUs6RJ}rBY(yR zwOhZJ*fc5~CAUu|5fqhxu^5pAz@MlNFHBs@2|p4$#yPsy;wb`TTt;uh%3s|)F=|EI zSo{FZ5HA(GD_^SwIH6qcQUV)PxCnGc--W@h^Z00D!_I@fpanh;d9(usS#c_FjgTHi zgp$zOH{mV-Ti7mbWy+`EfeeTUygmr9Y*+BfsQwPVI?-^|SQ$!%hAU$YiW1LC@k?y) zeZWpnHdKTb+HmvrzudL*w|Ij#^eh(O(6-&&wxH41 z!QlrmeEjWC`<_M1r8=zi(~s~wn4h87?#96q-@@mM?<3Flg;Yt>d<}dBb@i&{x?X-K zbj{XO=Nsj1Z2unN{!ldbOC0ty4CfIGhV|VvZ0@USptj#u5S7t%CGLqD)d6-Jtv{bd zeOBM5dR)5m?>SJ35&UwY9Kd97E>xx?m~Kdn=Cv6|sJijRCunf@Q78+PwqZe~L+oji3kprQbrVgYl;i4zFnZ!nH<%;z8M z{YookZ5TqMDw$6d#1{{*iBr6S88qgYTndwtYQAu4W!c1MdhKrh!sl4EvT{Y*xndAh zwjZdy_VJ9^fnWrT2_x)=vn*T)WRV01dq77dF$>m#ZD;d?kH%Lrw(C3t;<+8|H@b(K z;4-mfyua*HW6oNDX^nPv^*vok6(z2~R!KIMjsHq?z*1Q+n-G8$f;lTF1BloWM2ZNa zIZhA~A&m1S0NIq$Fm?9L`(*2n)$iyt@Z+t>*Cwqsc5}yzTr{R&TGeaz8zox5UmlmC zY357_=g7?N0Hmdug+gScIord~V$+w?APACuuL`$ZJud`NDVKGXt6m~fffY$eq_1t` zaB*p^tzp@iX9&3j02L33YaXlC#wvABVOi+U^7l?P94)+RG$pn7WnVG{zI>99Wd9@I zJSTy0!LmQSj2P+4fdVMB9Oy>Z62)T?9w`95s%qg5?z|y(=P3$8nti_^ny2-MU@NhH7^cz{WM+x-{eUe7AD9MOgp7|xfYa3^4Lc6^p@_JqG^=n_nxBgmHtaI z;7_K7AT424czyeL9_~1~0=Fs@Q#}zweQYtD;I1lS_|VA$todu-Z-c@J#bN%4bnJms z*JLu(ai^f)k@N3MOqbRTZ(@8n&xB@%7qyOC;(@}ueRq2vRL)WQk%vuV4PF>R{mls} z-$&c36#W_iWiS#{T4HU2wNZX(54|)-%BEjblon4DWJzndDOIaeALqBgBZn7A-vKym z5js<^tWW@J=i~G$LhqW?-fCWQ%0UshaiPT)p zqF{?YPB z)AZUJJV#`O^ck)wy<b%{-w&nm>Zdt9!Um=e=fCqkZdDMSo}l z4H*KE=UG#Lb<5~z=wQX+62MM*Z_majr7cBv{*HakrYhm_uyjp_8vyB}YE5xXEpdK6 zd7c=*YQ+2Ft{(4r3&BZPEooXq+SGnVMlF$l zLBq#-*$eZME6uCKWBA`^nZB;8@oVp-(nji48WdZs5WAkFUWKo3g*JNtgo|(}Q=w;i zj!)+>hRRW>^Xvqv<&EdsS`|*`$$)mfOSm=iW67z{DXehW2dCQ+% zZPW;iLB%WXBWYRy1>pDw&6^oN{Xv%s~^7*vYX=k7U70VyS+m zm;8Gv3L*91fPJNWMhdh-6n%r)RB`>cb6y8;BNwQ8WpN65L1^lF@tCRBq=f@AvRl3) z6Cq-i~2%LilIE&$Jx{aP5 zZpXS;RfMG-M7KhtHt!#a?QxH=w~ANS0CKvsUQj;!w1>>h6ApUK`W5;DdqrxfN;v(^ zGVwbQ%nM3t3?UKsjIJeTgApubUQ!!K6C03{*-4Lm1*iIH*(S&9j8bKK^Nee<>a|TB z`JPjFY2t*6`b)PdPNHc}5bpRo=McfuL1@*bm>W1r7h4cd86SGBh`rj^EijMwP;Hh_ zkSV1KPT?)*SKJDgQVXzrG^(_|XW7BY{^FnpE~-~tU7zBGq(c(6K{O(YY`M@3D_;vX z+vPaBufEPUQE5ET)liN1U=?1q+W%?jpaHeQRMR1Mqrgc7y_;h12$PUgmCYncsO@V5%a* zQd`Za{xaG}w6-3}P99w}PybwZ2nX?STR*D^QjsVk`R1m@L!k4Fg8=5e)p!xyJ63>S z^TU`I=w(R%%jN$8%|J50zwHKN%NTIj3Q7UB$purmv=EY2oM>BF5qe#bfkLCRb|4c|^lz_`}|8HD-bb7gX2 z7XWmVsgxIhSGH|F&L4l9w?kP0Z1ahY!!foXhHKgHelKqnz0)Tx#xS==K6SMR9QXE? zIo~pKSB#Md(6#K!ZUCes0oIl96?SsN(k=A=UuKE0#C2zj}rL zvSUIVp&Jfb5aA}CBC8Lj-tKy^7odfGtJO>zIJQ8il*M2=|MI4Psjs{C&X_=bpqqG+ zS49l>B%8VR;x?X`kO|anMOssW`1G&yI(qkQ2FH4TYkN+ZKn0lRWcj3e(+LrHZoLCM zSeVbky8Bt20J==sB6s!!a&(~MFJW70uS0Rvw7>x9U=hRs!o`{UiF<&!Wg2H1kFR`I zBA3*C=TnP&N+GL%g+fv$;3> z1uwZSPjTs+e*OxiVNe>lTb^V50MFMuB~{-cAg2~Yp|t3C7= zPY2{>>2?qIXWqZ>{_l_e+PfDTYdN4dva2h2%)UIJhd-5G#Gi1$l$GvbSOvRhP5s~h zQ6IIgH*x5?{_^X3JP&UTQJBLT2BI+LLWaNYOKiC-c>624ayPx|mwoXZ2#qtvUwF!7 z7_@TtIQ8eT>hu3m-#@IwI{vT!G|rrZ)R4@~|4^j;`Rd!d?(07Fx2yVNglc$7=?>@0 zGrjo(df8jP`jh>&9kqf-I2CqNizqP=Z{cXSXYN|hz!*qUo9@FnX*{6K_xBveO zy8RP=(_eo01G?_xzrbfXp}J_+62RA9XV0KjA00XH!4_hq&&uKepu0vw7}=F`olEg^FR1gzx6XYxdOgt!yuIszU$jR z|G#|ur=n|1HNaszx`W3pzFHsSAW?bweAPZ)4x2EzdWovKT-33i0gj- zZ+-O#Uf_p+{x@gfSHAe6y#$)SzmsXu4CnC>?{Op|`nmwlYOc0T^&zLM)c{;PiezdYWKzRR0Epuar$w<`wAoQvi# zm6ARAgRS|8e~8aJpx<`ccdYuuH1(5y;OoBim;L>(Ka>AI_~(E4D=L=fc8E`-?vs8z z+rPczKT(JO`d5Funya}s{|U=^LT_wBpMD-!Kd>{ohXn)xA^8La2>^BgEC2ui0M!90 z0RRa90MiH@NU)&6f>sVHT*$DY!-oSCLY!z&B1MZ7Git=Bv0_G!9Ycy7NwTELlPE`m zWVrHT%9jmWvV19XV$Fj$VZxLNGUrE~K!XYe>T~AMqc%wvg}BsVQ>0LF5`4;ZAyunY zqpFf+qZDB#`Or5E!>=Tr7Fz3maEsjb+0yY-DR`Zc6Ea!gkUci(aLwR4&P6WLV-? z9gSR?SQd<09%m8}&iqmpfgX=j-R`j_X8k{O5OTV&QL=!#obw&$Q*a;PC% z#UV=QenRs3sG~Z@nWLkAe#oF&aGptNr9P_HltpHNYG$a>)yXM_bY2=|d!`QmYG|Ub zol2`)P`=74sy4D&tEN)Anx?SBe(K<#2U_W+r^X^hW}ssB3ZI^bDoU)2g5Gpisa>`N zZL@PGJ87}x1{I#TyV}|+ufHbxEs*cx>0X=4ewVA9+j&+kyXa}#XM*wGX(_&pf*Y>9 zSq`jjx%w&`t+d#-TO!2N#+sqQl1{uZ#%^9Lam5J3`th{XZ9AsOAlDml$0)CR>&B{@ zt82Ozz6_hn`?^eV%iX5xtiUi6T<*BmuKek<9G?jEu@#TXY@VfY`?QhXTD+>H=Tb>z zvyG~0G|%=IfAomMi!9AnBcE~#S*Y(VcdW~$pNoNc!-b?5I4PC&o0Uo!| zeh0~P&9+Ltcd&)$?CaT19(OI-a96%F;Wvj3`NJCbJ#v78BY3rLR#-8E>80bmIOi-Y zEv?gNUXFN%fkr(;6D<^>dl4-(5rY)7n$7Rnv)f#@sPm@%E9|l>S#{%p?vZ;DO;qnh z6kb$cgbPv3O+3edhfZ_no69^o<+ycP(hM-@UVRf%cp=3XQZ(^J6ipb>f?|w|XSDd) z`remT#6Q-NWCktx0rjdUh9-zX3J-js{F=aoA^^~C!xP@WJa#_laqvF=s}%x$z=Zcj z5P}dqp%aL4y_l#PC2VgrNy7+)>0* zH-jdc?sTO))&*CGImhA9d{m3e3_9SxCPcvr4@?6Z3PMCFTn~vcNLX2{AcNhx(RWRV zV%r`kzD#MbiZ+y?@v3Bk9hxwOX&3`Sh$sdpAh89?BcDQM5QE(HuzK~2pY~!<8_88M zUJ)V{2nF~xKrv~H)2p8R!l)1k;;#ulXo3|FXS(T?(2MsgWEAeFz4t`wj_9MJ!x&aP ze{pg~4{1Rk7x+U`9t4Hi%bgxS*O3_v^L=1MVHpc~#1>2eQetBpV@9_#JGQQau5*eB zOyEc_MpFz5IidCt$s1?-k%3W&;0cSEy&_bBZ)>Vs(eRl6PgV|2Z!Q~^3AosT5_%z? zD8$JFzo0!6pp$Op@rg4{&_(#s&zNZ_WBqWqN9G+2YPh6fHaFSHMAF3y9T?^#oe%~< zl4_c#EP@H702()x;0L|)ArX&BL_<=~RWUTF&;AK7pIJ5frrln*@O528R)p0=^RS zuVM8mS!-yl0v?XE-(01jTF`+Kw3V2%gz5=r=|u|v3eyLwO^YHtKm;C^@P71@Do>4g z$dAhHcmw3xNb|Ty&mDxdkgcdF;a5F|p3(?KIDrXN>B)*%padtVs5HlDkgIBslSxHX zVu$6;@7re#xS937j3kTvmP7Ld=!$_uY5m;b^frz1pnvubfO)%hBo>Q7wHY5^F z0JN>?c*knBWo{X~%hRUE%LXaJW7&$~>FKWjpuGEm37D{7fgtfXrJI2ss-Oob1~n!Y z?qfMkSWIcMbe%=OarxBvIv$4LGU7V# z#R_`hgc9-)gdiZn)j=o(Al4wqj|>#Dxicsv#o*#IVwIv0=C6qvTfEd#x}QU(ND&Ay zcfUnQVcAZvlPgi2HzpX3UO$49>NWUE5`VVN7GX0vxb#5g49r z4^VH^8EwIStsn&w1R(|Awz$PJj`52-y$j$Lf()!;x`Tk)$Q{~A8gk&`-ZeO z4f{Cv8mxgb^*U3V!1IALVVv+I2wl^_f)TVD+!o*X#hFe8Fpz=i7Y}zDD^lx$)Gxjs z5VVp%jKs|5Zk#{ZAl>#s=hs@&rgkP!0z?*KVz&~Q zG+}=uD`V$e$Y&BvMFMvBZ5xLKZ=eJ$z-hcg1WJ$u+D8W52Y5&@1O+h$QIK6s0CWRU z1SMbr3J`FJhk*fC1j1K1-t%Q4ctZ|`e+^dx8?XbW=W1Y(1Vf-=N5%v_WCUKw0!pBL zewT4j7X(b;c3r1#3NZ#UWdQ>qgmCy+p*MnRvsFG8WkvV@qyfx~B17bFH8Fny*c1mJaw2-Q-7Wk}ey zh+`OdNI(K!a5t}VdGKdAFjp%kGmU*%X@$ibO^^U57zBfeQ}1(8awSct^aFB0gG~o+ zLEr@Yv|JivS{d^uV>WCAG)IEM0{v%qD-d8N2Tu_+21ArlmUTo%5C;b6eXm$ro5*Np zmyO0HMakwu_Gl1NXm>*3S$-u?7!hMAq&;DXfUiab5jl}$_Kr3NkLY4=kA{udF$Ej| zh!_}3IyF@X5kXr2#sbUOaU{TpC)tn?1%*h}UCqZIBodQ$cVYiXj#PCJQxI6y^8;bX zj6t9Rnb?Vxhj}8XJXuMN+xTNJAqEQ2eIh1(_kq=@Q8_<6}kW%6GO0l$XErCoFHWv1!Dj~ zs;E0jpmDGNwve>LoE52@#uJ;`7*Oj8mP~k_@7X0M@Rvk}VH!41VlYHQG>H%NYs1No zBampeh*l06CX=>ILis7(xB*5uU+(rk@l%d-)j$=*0)4=aK`;Uu$cZJXm2xsgXog$~ z+97A*iyJUxi5Ffb2Up}cPuHVmyyFAmc622mm--Zx@Y$h1iHCG}f4CT7XrhnJ)<*-T zVJ(Jb@{@8EbOJ-bjw!GMEP$g33YPcM7OZJ}&3QhS>4B)VF4y=FQcwY?5OA+mU$iAj z8--QEBn0C*0wnN$OM)U-8lCRhk_B3)XQiI9S*O5+o*p`iWI9Z_GhGmRh**_&uZDCZ zK$0W>x|eAskE$7|_qLoFHI^OlSWJ~+@0N0h+I1$N0AuV9YwGKL?~@a#)TBrL)7zTURMI4x&s^lfwKst_@syWR*QI=qgnx|fy#T+(>}hZ zc0%x^Bd`Hcnvxz>e`*4XS;V2c*r=HUu74?@Q+k)u8LYzgqc+rmn1Uf=zycgFWNSub&(^Q; zRRShBtsEe*jrw4yDxxl_rwc}QnX{*^ntvV8Y!*O-@s+ZzC53; z-@26s!2*0mQMyv1EwrNARb=$3c`=yCXuS`;bxx)hCMTi4+xWj6H&Lw75 zf-p*pG2Fztd*N&XhErYS1x#=PZ6{KE>!Hp$HX%B%uX+)wbGuOzJRK`3Bga%sFiQQ| z1VnJOksC9Li>-Zop4u88ds`P)um>(M2Mz!N4&VTDFb8fR16c{OEP_&@<^)Lp+5{&c zi(Yb|O60fPI+xJ6Xb+vFb9-GuwY9@d{sS@b&O140<9aL zv`d-ld%WJ7yaZzf?kflwFux&?0U_W3Apim)Aiww908Su{D>)HT&;j$sK)|Uz#GAXd z+rSD;x&zy|2JE4X!x1wu2L+G;5*z{#5CR&Y!#S+OAbS&=KqarK|y;{Kp85(rkSM2;I^=+|W(tt_XqGMr6@Wzyv=~z#RqF_Y68q zyTaXypiOZC1aQUj8_uF^&PNd2D}BzP9LN)##RZVcsW~*>yFjQYRz|=ACk!{=a;jl{ zwt~ISeoG0PU;rN=ze1hEA`r;rT+S<<(3EY;2XFy=O~hOOIudN`+op6qjx4j19MMF4 z$;us{XZ#j_0MH{%!CY+2=ZxJg4FNmc&IZt~xzyfu9TGCo0Y1Qh#l*x9{han#wg|l7 zRE^VVZ~_2;zgW!2O-;0yzH1;(Xg=TmYAC&3L5I{>()^wAsAIP}}q0VvEi6vfE$H zjQ{}O^9uq!tl^=&79fB^+?hIw%9d+D9S< z1W*7XZNp<+;lym=S1!~OJilOm0pyD*GeEdLM?Eh8iaT)&=cK_#F~B>y69X}zz1O-* zJk97j6C6ZND|If?0e!>K9mb8V=j>d+W_Duqbx^|FwRW9vr2_+m zC|z8DM&C^-Nz3Aab0|eHP7m(Xc4jwQ-eXT|U9$<36JwL*G zbVMM2pNlybAp@Ceh-q2`gBP+6UX4CM=LF#CBTc_K?B_UK${_H=RSv%e-~piRv`k|< zD}Z#S2W~^~ph$i_Mlb|#NdgD{;*Nt6F);3b6bAI8iVlY%y8G?X&fw;q21Y;t0bu9w ztHJeKrZ5Ng4gwC;KxU1<1z-XEozrd-^G8Q26fY$|iAOy3VIHqkYdZ6`w)I(o{pD9#VFmSk!dmVY<=CAr5C^qFFj{zPK1~O&@ zSG<2{&;(as00a=#jaA$xIP-dkeXLi2-PdtQzysc1Ck)_PT@=7T1av4=&zRzTZE@_)z^rUT^{hPyiFq0fRn|3_m2JK<)pxcdfU22H1CKzjv>; z0@zlv>Fp3l{7fZuPEAP=5QJGnjNtwM3^CA;$eJMq9smFqPyhgMZC0P}Oi)H90058w z`vzO-RkL{w;np~;0PNv=GolI2U74qe8i`EusUn=sLsAOL_sohDK?ejwnXh)^je zEEGXg(`iJNIb&KOF(SxSBuKyrghB=k8L(l=lo8t%%+{%Laj&uG-kQt@GG#u6carX$tW$YDGL)cK9Z!6)dL@1#3&;tZWW48G5qs_i59$I zu0Z(CZBs>JgH#jKKx429tE^1(RI6u$Ac2WiH4F4us4P4nP zY9(H*1C-&k$gU>5aH2Q7q~I;1B1|B;M~ZVE(BEOFBI083kkEE$)3Sn;g@|Z0Le{uLj?W|i)3tF^xOqaJRWd;?mG67Ei6~|c!-*&|x-mcldCrsTe_K-8O14QFUs$rw+)tVRaREw>etf`F7OdQok)#n?^l znlTd+UBUMycy551W8&_pUn}veugv1A?;uQ=JUIlL-axbz@O}-fP`gbntk(r1h=iLf zr;-R+XT9$}&ZEDtqPSsFerJJEzx`0s#Ux6QfiO>GnQNF>4^7nwtL1$2TOTpah&59bia^B&4Jv44i7# z&|nv;;DLo`SxG?;UKK2-hyi7o>p%<8@S>#DtY&a3qV|^P$3k^)d#*an8h|!F)O=}p zu=8IKb^yXa;%qY`Bq48RgpeT|QbT9a80>)eI&q~hhR|Xg_6U@e0v5qJs)UmXQ04;~ zzHe?w99Z>ohQv%gjWnO)7S$T3Mz262Yg>$D2xT(D5`yGy2SI~XFhm;D3@wyqab1^! zkOaH`sPaHPV~JxHP=qmBJKnVhlivy~{?m87R4R*^s^BfV0R7H>xK=O%` z{G!Z$(~u?HEnDOJUC6qksu(IEFP>|`w34{aTB&9| zl5}N=6vhzHv62;IK@(cD!tfC!*^H1PG|pXYrcbwWudcGR;e?vjs9l~Wc-}HqJ+B%= zd{Xu$j1^)9Za{+w+~5Ws@PQ0QcudA3sUs{wiWf!-8s0%oeYhq;<=+-oa;d@jHh!EkUDuk`p!5yZWPyygJ8NpYu z!Gg=F#M0%Jqx*z!j`!T!#IBby^97oH73a&Vp$dJa2|^UofFvVevj8BP87?29zD4Zx!rhP3Hg$H^_pf zn=I+&E~dhJ4C+DVm+DP{#+j~$l>J7qf!ttOy`F3Lj*}yU3hbK22bS{xrm^sA1s7oo zf}G`Dh5E;a`x{w4&K8h+*}_!ummr~DsGfvUgcwN4C03{auL%xi9b7@>TDSrh#0_PH zXH?yzX7|mUgKBu+dsFs~_m@jh1n21+#BH_fp8=f)fM43c;EuA(pPU7i|Jn!cB{rV5 zr)TR~3}FNn7pR8E!D-6SK6jZ{Q?4BnCb%F9R*-_OZ?NVCGy_ z*@SPNYQP5`-`Z?K&_m51hF%BjG=7g7f?I()GyMiwDEAduF87rG+8|xTG1Z5iR0E;9 zrg+m12g4(w2$&dE2LLEK$G1G-plufWnZjRUA#e(vE1|F2~nXwUO2zH&23 zvEaBp`90S=T-xLc!xhS4qGb`5{m=Ax=z|l$k1+BGG6JIZUh-fKY0t2<7+ zfd(42zUaG};I7LUg9&q`Sc@>JfDVj8ofe3IUBf+1Q@PAzIR}I~xqGq>kdVcDIERy@ zHuE#Ki-A3YlNRuc7#yTzN&_OWkY}1M*D(57 z#6saZf%IcMmr4rFNucQwryj&BBtZx%@Udq~7-6cWMN^N`Py(d5Ha+pU7#YM;qm>p2 zxL%t)2E>9c)B-x_!UY6B;af07tgsePnIub&Cg4E)0EwIkiGCB1_A|Dka|lc0L`(y| zgX6+12*uxnz#J&VW9z)*P#Fc19#T6$hC{#aV!Lud0}`M(vYH|@NDdaepk>j&uvxyFD z8I3SW&X?#+q8Xrz00WD> zCmS~{hgZhM0mH3BmVBimGrVF)K47 zh=K2Vh!`M2IO|05TgP^6%BaN12PC&An>rc%sAv30q%yjb(T$do0w=^3&{;)igeV#e z6!}rJCLjW%ItU(Uwff?$>)J+wfRr!e08(q0Z=Ah@ND5wLI&l*}rsM)I@B*jANC%v} z1B(FUgA?n`6O3JiNKMlMDDy&5gag%VO?f=H zauY5K(9OntE4aBO+B8Xj!j+Dgnb}-S&O3=1AQ|$i2#3-WPFch<3eNBmjSWx$wpl(N zLNaA)0v|ZB8Zfy8%)*sR&DC^DHkiurvr6Ie$;s3n>ib6-;SV%m0S>SqNZBxjiJ_g^ zOr)`r4p0Lc@Gb9)GRs>|F7yM{WKF5Of|NTr;c7*}G$t1%5Fx4+?|d{|;f+fqN6nxl zTEa5a#Xt}qJBFH?iKI|NT&cu^*fP%n9qMsRDTsj`Y?l`?F6?}WA4CX-dJfAef)W5TC4H1Jt0~a< zvLA>D`piTh*tKtSvKE{}P^?RMJkj2x$LXv9zI?xDWC);B#t5qdg=hgql&<=FM4b!* z6%fz%YgDyKgCf{9?_)ZavpkEm%XlPErxULKI=W&5q?}kq{FtodK}=FZ#8spfivS`X zvbFb-EX#StT70xuGy)>Pxp-SOG2mQ3S?=!$Q1E zu=dH;J%f)|tRn#gtAk(yHO-L!Y=oWLx=<3(tr0?!7>Ka#BEcJ|Qz@%E73@NcoYpLa zxdYouT;tJ|d>`D5uq@jyOQe}q6bf#Io?20$>1lx~h=DbTf;AXg<02OMkr4U}3Wcz+ z>u3UbomZ=HCZ4;u4JZNeY=~vOv|jYY1`Ndp1V0u1wHv6_8gq{YofGOvgC_XZ(ZI&v z@jA1}zj0xef&AES)C)C;!;^!$m;z+QvWH+R zku|}jtUR%0M=zYiK3%Y^J)*^xfsc&=v~dF|VBGAhoVF;u%#|52Xp7(|!;*{)r0}Pd zGyx7X(j8!dSZc|ae8m@0+8g--y=Z|={W1y&JPL?D)H7~V*Gj7ox-Hv4O$08sC0gzBB3Yq&_VH1IzA#ey< z6e3A8u@2Ay$m>3E)5B_|yc=M-NQSwD^)&VSBNB3fpS%o~ffvq!Q>%N3oz*wGvI0c4 z-&*n3ptO-MD8nIWME@}whlzqIh=D#D&FNuXBx#p9HjrIBN8F3M%FAH6Ls)w3;0^%P zg9s;zKs9D7D=JbX!Xh%`34$pxWtc2iNi)ey8=Dz(xjBg2z0ke5z~h4ONN*M5Aex;u4mc96~1T!H@MX?h1e+eR)DsV z&HYKu4N5fwSCKe@R~A-T&ZjS4Me}4=bJDd6STSBJxE#>k-qYO(9KIKnxMBi5h%kY| zSze(jDXH?9dYYzzP=O!VoOq!bj9_Af@B$P|YjCT(-6JvG;o5Se%u>Nj832kDZC4Bt;C@03o3DmR;m@{ikXl|RFQz{ps*xD z=I+j3#Ux>-IF`+CX0Z$R%V2Vf(9-$#BpAEnyONn z?ygH8GczIUEQvyPCEP{F3g@&~M6{N(7hf>8`GRruAqf!) z9WM#YrWKa)jdX)yetWDYLJ+Aa$4&0m=po8+1xd!Q#C;|bHw`**~KL!)NCbBc}bt!NH00H9vV0Q>3 z_;UR`M=-RWZ`VNQ^rDZqPg?5++%!QbN7EzfN zunU)wJ!7liLqA(fmH8kl*XOzUlp*&R89>@N<&20l9#Sb#@2{T&_>wmeDewRah=9(Q zfCyL$+J?zR#@!AWd^!&0?;`k}TSQp)Bt+YvIv*t=aDgU3;Fxd@0f5W@7LRaF3@*>F zff9(c8V7RxgcB)gkLt+UksRvgp_O;3XPvhk{?r5+p%Zj7ekhBF2mwEgI=iAwmQS5-3Et5#b}s4n@RR^kTwC6DbufN-1K(1d*5+ zo9NtV(TdNYLNQ7i(BY+tB20KX2_r?!(~MT2ifK}$$nx6XU~59Fk%oQoP9o)3{rv`krXP_ zS*fu_iK}RK+B9J#N@g)J3L_S3#mWrq+C68TQ30&lwN0G36$2E_6fsciQs3={1>a9V1ru_h3Vv=wxaK`^$~1rjMtSmH%hHNnDIJ{Zx2h#Ng- zLQga`cU6%*WoU&Aajc*Mgb*Tu2Ow))r`Z7Cy%Zi#VZ=oL6`5~&(L{bhWym9ZR@vl( zTJ5FL#8GhabS7H>4%oyOb#Zvp84B{Xkc|)xrkizalK7LNXhJ835k-!;rlJ&fFxm(! zwur=wfWg)fjWibYse^-sQ7MH*c)%ocH&G^{k5bLRLTMwQcA7-F29d`Sm{9stQYVyP z!VhsW6$W_$N>QK>zoM#YOFu|b@9V{WJLVd*s#%;KbfT(-XK6}xx zHeJO;3rt9{F1;hRK*0#4Rk`VEo{sC#r~`Q#m_#K=TCY}7+!WJt7KzaulJj09MGJ|| zPy%T?pq8s(9pi?F4Ax!85}mI4S6~xSRP~lz1R99{Fw7Rwc@&3h;koQwDA#;b33~A* zF2I1{7U2-PsT*@pQjpc$45E8bh{_@o6b^%vz^(6C4M3*CpoFO=GFW#E@q;hRqpZ*)hVATLH3mxkJ=NRX>M*UCqv#0(W~`5{hD%t`a#k&jp4kUy}XrcaFlmAC3* zpd~t(SE=t`3-Y0*#LoqZEAa9Vp*F(z;Zykkxru$Byp;APSA-|&uXj{q6tpzrgwbTo zR>?y`zi21He&J|yL*ZYEn$v`a$!tkY7=su}kRpv`jZ=Y<-~QGya@R49TC zhA?Ck-@2qwMXNNy3r~px%d%wz7PMghb>K4~Mu3=rd|?fFS`!Q@Awo)tKxhX>xaAiO z!-Rzu$qCKDSEl@E!py}8HUq(&(1t)VwXmcnSfP^wf;bi;*35mU!lma%WRtHPrEfet zVh2hfhft2nYibpgT##0DE5aewB!o=kf3_>F)0b_i6K!tk6aXeWTnbZTI0@>t^xa{Xe znD9_cp)L(f*w_PgRm>6ipr@7p0;@)jl%yiKPE#$i+iPNT5ZNqoAj=EFj?lD2RV~1# z>^$F5cqi3$iGc$oAVCRAz=0BwKnPTl+g~z=(g|9WnEBe#VlOmR(5*60T1~?g(!dfj z@x%y8;U|Xb)r1t0<_A%c0+l8bhA~7T3COEbX-weNg+}XPNpZq*6!1DTMnr;pr6)pM zgM=m2Bnm=7Llc@7&m%%jGolTxR*c8T`vpN$FM<*Mz9!6}1z`kk^e1>jQ`)vfB_pvs z=vKhE(W5!xp&X!$YMZbk5=6=(M2K5^NAO=uDzrp$rK^e@C_CnDb~fR9gA$Z5gcT?u z2}yWJ5Nc@{mT>T^KOOD=cMT(&((ut%Wvrcg0fWX|MQ8({RU9(wg%%DK2rfQB160JM zt+JXps=E;b3sfQo^e~|`FqxMWh)}E1lpt|A_O1bqO94zVx4D2(sr<^Y1hP1-2q!3( z4_J@{D8?7dNMiv+Q?Q~PIFDRhyAdgG#YYYd*T@^4!coBFN~&;Y3~!;!ERU(W&Ph=% z^BO}DMuVi)mLOjnD8UC|JE;N=r3J2Iu^(CE8h|B434f^55Va*qN-DO8oMW&YgVIqMyOIaCV2147ku_cC;cHfbHD^)NUank zdzELw)jd9NoxbG%mYN7QWHyFaK?gkGxE5%StLzSKx1Uvnhthfk9^(`Q@ttRh_<92( zes!=LEbzlf!2(HPcPo9Y7^)Pg1wT0Pe%WL`m_E!ZCWuNC6s>7!!)yVVvg;okB)<|E z+^R#m6OqP)r?j;h;xV((+iK;&)TA|c{BH3EOpwljZ`?giSb$ZpI_Mu$g)WnWS-exM z5v6?r4OZaEoZ1@Ta|%1Y9Qd?^Ltbu&kQ|@|a%Dlq0LzBo80i6DY@{1#Mw;V>n73+g zjeXGa{0>|S)lS<|2K|sxowS_ z2N?nZhE=ow0y#zRWjfQli>&lbD{9`aE91U?8#g}gK+<#PQNc~Xf*SVNE$k9QdR|!< z7U;a?aJ9;6p$;eWh=F)+MzJkXrQGF8b9UEE0s&Ah96#}_;WRHVUjxCMJ~-2I_n)%8dVkN_Et9|!Uhif{lCEZ+ZZMF~{VT3{7i z5Y*x1Q2kjTz;#;G_@B~vffWGRzl~t5(Onuu-s@wH|? z;Ksfj)&g3~5!T=!E=vu)Via*kMfk`1Sw)GNolo&cTKwVH#YD|m@ z%hR2J2NZxdZsP?sfO9Naf%)RuF#))-7>l@Al{6Ag5kVNnL<5RJBwmD}`AFHZNgBTY z-ks=Nl8hoEE?p3*MGKtVGIG`Au$(=f9phb46EMIwVt_+tKn6Gf1{?qe7(fGX2p67G zLK4MT^`JSn7iw6*0t`!1xIo@XfyzihFhnrd_bD;qs#5&h;+cG^`Ng6 zlL~l5GK$AL%7jlaTobtA6E>m!(MwgNfeDaD3$mr?G2YAsn&S)+5xvACiXe`uP7GK; z0T@6q%->`ppJ`^~b2?#AOo&>{ z$j>{L;NpB6rZiBkk-&=Lgt74d#AgBs8o))$ zoxogv=zCruMznw&vVa^0X}1y3LT!jAt;J~`rRNa91Q4bH9A=GzK!J*Yn?8V>y6JHe zXa*R-2}q(ic7TIs=JD`A2lOGav}4K)2tgrB6p+ptwk9RwX_czZvH1WR&_#$cDwR?y zih0I(T7d}wKmo`oR37GV^5~n!X^!S71mx&&LgfccsV{Pe-Blrb>8YA(2oz_Xo&X2c z;VV*#E^XlW<&%8oCCa!`5$-Bo@PvH$Ww0@5c#bK-VTB2}5=