From 1c16581ba46c200d520cd6b863bd02232fa78102 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Kacper=20=C5=81ukawski?= Date: Mon, 15 Apr 2024 18:37:14 +0200 Subject: [PATCH] Add a diagram to Blog-Reading RAG Chatbot tutorial --- .../examples/rag-chatbot-scaleway.md | 4 ++++ .../architecture-diagram.png | Bin 0 -> 111043 bytes 2 files changed, 4 insertions(+) create mode 100644 qdrant-landing/static/documentation/examples/rag-chatbot-scaleway/architecture-diagram.png diff --git a/qdrant-landing/content/documentation/examples/rag-chatbot-scaleway.md b/qdrant-landing/content/documentation/examples/rag-chatbot-scaleway.md index 3e5a60ae4..c355ed240 100644 --- a/qdrant-landing/content/documentation/examples/rag-chatbot-scaleway.md +++ b/qdrant-landing/content/documentation/examples/rag-chatbot-scaleway.md @@ -24,6 +24,10 @@ A notebook for this tutorial is available on [GitHub](https://github.com/qdrant/ - **LLM:** GPT-3.5, developed by OpenAI is utilized as the generator for producing answers. - **Framework:** [LangChain](https://www.langchain.com/) for extensive RAG capabilities. +![Architecture diagram](/documentation/examples/rag-chatbot-scaleway/architecture-diagram.png) + +> Langchain [supports a wide range of LLMs](https://python.langchain.com/docs/integrations/chat/), and GPT-3.5 was chosen just for the purposes of this tutorial. You can easily swap it out for your preferred model that might be launched on your premises to complete the fully private setup. For the sake of simplicity, we used the OpenAI APIs, but Langchain makes the transition seamless. + ## Deploying Qdrant Hybrid Cloud on Scaleway [Scaleway Kapsule](https://www.scaleway.com/en/kubernetes-kapsule/) and [Kosmos](https://www.scaleway.com/en/kubernetes-kosmos/) are managed Kubernetes services from [Scaleway](https://www.scaleway.com/en/). They abstract away the complexities of managing and operating a Kubernetes cluster. The primary difference being, Kapsule clusters are composed solely of Scaleway Instances. Whereas, a Kosmos cluster is a managed multi-cloud Kubernetes engine that allows you to connect instances from any cloud provider to a single managed Control-Plane. diff --git a/qdrant-landing/static/documentation/examples/rag-chatbot-scaleway/architecture-diagram.png b/qdrant-landing/static/documentation/examples/rag-chatbot-scaleway/architecture-diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..3a257c7f12e07708c104ad4d0166918fcbca55af GIT binary patch literal 111043 zcmeFZby$>L*EkANDlLLE7=T4erwEEjOLq)Cz|c8_fFLd1APR_dcMmW$(w#$h4ISqm z^m*R*`_Au=bDi_=*_U2(?|tuB_gZVOy=oI6FDrq6m+~$e8XCUjd-0EGXgFSIXqddW zv4NJ=!6q@_2i@+Y#2d8yUg|ZVf@$|gQt38OptlXb0QEc8@73+l&u(>q&QSlRJA3o+fy%MU!G znpv5EPPT@|{2#^N{p|wOgqTe2?XCG)S)H7mSe#z5Kx|D|+4=bRSlKvOIXIYs9?W(w zR`&YN%vN@fff?@7-^?LyWCyY}v$i*bSka^A)Hi@Q*b6Z+-KGCKwWz(lt(n2Uvs>A* z=-;$BpoXvjAI++7XvfOV!iEBio?h@ze|}LzJ5=@0B8o;fH_gOiz!lbM}MkoAAPLap(i0dJk{B@Kl+ z^*Q)BjP==>*?G8)m^pcPjF@@3xQv+j_zc(#*!kEwxwsAfo#@Yy|2fS&17H>|4lWLE zE}%C%4<8pV+rI;DUjEPiN)QK-De6;%IsWbTpSGL6f~+X)TA2Mo%1z}jR{kCF2W5Xc z{uf#PpOeZE^e>sL9c(RbSilg(YGh$#X=G)OA`<&wA{m1C?ak~hjQ&F+Q49P3Ng{yv z_$~CUOoW)6nGKDM^&KqinS|fF7}%N_(u-L@91Q909qb{tX8IO(^vv{%AbkrXCw&)s zR(fe*5Xe;D%nEpxvo^94mHa<^``_gRS^o=?{|{eo{a^f#;?SFIh~iD)1@PIg{(d%4 z;}>=OX-8GjcnRL_6j0bApSK>x3Z0PNj=sqjBQan`r~uWbT! zbE~@05v^njRq~+wkb3J;T6hA&b&`uEX-zI^%8 zKHjGB-iRLYsh}Y*5U3|1AF+r}jvg|FmqA9aT4PljjG1#f_n;HX>ESUpsnWdx9>dww(9}?CwP{TZcI%>AaC_v}r3+pIZHvv{{=SUD zia49UnG6el{4kntFoy`}%6I(?jqGNUXla~>H{fYGA3BMmng-?mz#B{fewdd{cr&ra zbN5VDdH@nz55+$qf!;A+qgEI9WI_SPSN9i_aguH(u2?9bZMlEX;-YXPOZNwb9E?z^ zQZLl9#2rs>mglqlXVmVYm@w+aowXf5)Zm|CxBlRlB*pX3%8yKNx%^OF_}u>;gjBp4 zglY{Rl>H0#oxiIkUAaC*f#LdRt?;6>)ZG9SAy6gB@ekc@KEZHv4d44_)z5!cMNN29 z!Vi4^Z!O}B(yS;Pqe?H!h(?4v#o44k`TB>il-+YCn_qTPZ-b<->_+F_(R{awb#_7j zY{Y)I(?Hz7wV?WD?e-4&KR5)IHv^oP>fty2!uh;NL`QcvC;F`MQ?!*t_gTBb@_?gsO_n}?Z}zbe2~m!Vzo~?lQbD^ zPcQA_t!?l>FBK6F!vJDG4cNe^y}^vnKlDK1tyjlq`Wfx%VNUIS9#8v|TKYH!y2BLd zRkxSp@?*YCoyNUrSPTl8T3jhFW_kS8dANQFmA1RQyCG2f+CO}YLTz|SB$9cyaz|mt z*`8;lWF9)p7ES^4v`G|`HM61ifjp!Pv+i(zRe8A+BdAvq31CxUkhmX6)|7GK`+e zxRETE&bLlLSGe(b<`^?EWh@9Or>klHhhyyGpWjFXL+PwrYJeD8$Pn^4oHudV`qWeP zWEd~!0>1&RKBKbytD3@MRLZRJ%Z@ZWG3@}YuN&2}zr82?^x3e%9iL%np&Rl_G%Hs) zRz~}zNHwtXotL(uAF)td^?zefYGqsa>YzHce>UcJwx%C95NE3ogS&POAoe7<6OKJFrdy#QtPa#cOi+4 z8A>kZ3TPkuBY^(hLpL&KadUs-m}jq%PAK_0*3Rk>BJWmnc*Qq$R3Y^=_jzO7;427^ z<`(W;hPx{vUNPdcamrN~*QV|$MK@hJ_XQV~{L0EL9+upBr|TW$P)~k~P1K`+B=Db2 zokW{}ek1aLjf*~Ux`2+Se{#>S5SuMu>N5B4%;B%Dr}+U0-sRFVHEzZ%PVUgA5I!Z@ zm-7*`$sIVJb~sWqTqI29Y_gStkp&{8yA|rDd(8DXoKNRx%XG@3U%5RL& z=JteKt*BXd{0vx z&D8Oqd^g9!qel<_h#O#&JouKj{RHhXXz&|l#rGmio^`!mc}*h_UMRTo#K~m$h*e99 zb3635b4gkm(%sKh@nQkdC3%?H+pd9>y zdPieC%O5^_ebjS5>YYR{8tq7VwWSnKfrryzoXShoSqE(UyhkRk=%^hF6kDs}kp-id zzh>^&^91e=zs}|TP|DV9%Fj&&DkL+WooE@R(`tOBt0u!ZuWw0y3)I|)pW{&+g5@NW zW&vgIHOtp3AMrL4|7_1aTK`o*!DQ0*W|8*zKRXZwvuyh^)6w331@}OGp1^IdFoo$2 zUV_ijSlv|)_f$O%g~L~is3Ivac&%IARtoourZ=^RvAtRsCse86zst+~-E#!8OkeVK zx?Ih{T2ic}Nv*BPu8d?ev-nmLyq@+vBUAgHn z0hLQbsy?WP1JMPedoI#vgH3c!svN(xj2uH};-`^2Q_qHg%aSHlyxaK`tBX~G4{*{H zcyyzmp(o`9{Tz=zhgC34UT$BSRTf3pMQ^)J9jQOiJ$ke#AXsqGuX0c5*S9+*NS}hR zb=Wd(;$~l=lLO8Op~*V!!Bk9hF*)u|0>}4}u?aT+a?FQYddpGTJDoTc`#%UpVB5-D z>5(3lvKWBq>_%^^IPHU#jTOGBa@#@cYA8=Bs9#du)E#8c{(7Mm-C)%$R8=^kd&6u= zGXJ4x7UotAGmU`jCyP0geeG{yO$6smeuZ57t8bb&LCZ730ctkB^UObeYKJ2>rAi={ z@T`KBFB_#XG_2*j?Xz`n%%5U-IM&;EY>DQ9txu~k`Hx)+xn~dd+@-qOSn99J{ap~@ z(@nXH2T|X3ZcfvZzo#Bhp(wL|^gX4 zq0-OU?C?vNB=Tq2c_q%|MT-t}mX1P}>S=!90U!~(rY4!@-$`&Q=OoEDEAOOsEmX*@ zd@jgERIwHq6}}2U`p{TYi={Uj4MgyNZuqlVH2&zW07}9Yo5{t1jdeBmNi!=!E0Dy7 z;I!Um&M>nzf$e=ynHqsQUfXM1db?(L?*!8P1>=RTV|f8q{#B#k@-+K1%>}61TT=Fz z%keksCaSwWgn}~WZ207lun0!4_HN~0cLfzX+S`TMjgs~9ax+?p$rSn`@=}CHikcRM zMM&Yoq+tHxQ8(_QkGq*T`1$QUq!*`w@R^h8#p`gmW0v6-()R%ag zhGAB^&^{cHcYIe$>sgZl^@FLbATFkQ_(%mgd@e)iBDhEOd5z!uZhRBom9VYz$2>>& zQ`}p*-gN@OnI?`Tz6&{%X@Ry- zUQ&nDdOXxf2&+{A+wCLu*zY@xY7I7c4kgc@y$lQ4HxFgzi%WBn!EsZm7_3f<1SI*I zI5yAvy%zx=d470jN`d2@&1gOwNeJ)ALn>98k8i0-^+eeM0+9xJQ4cZG8SRjFx(C9m zhx|%VdV^dn{vpg7xoHee$#p%h!Gg%W`gWAkNwlGm&*U6D}98UW@_Tz-L)H-ZwhYDuxs;i=i-r@Qm5K}huZJUSVi zSFQ0(ShgjjP_V6%k96vcC$?yQe!BLmkumtrQIicd%V}Nw)Wv8l5i_~=36wK0(d}f* zLoFF*G5HDH$Se=FK_tW?L+4hBkoD*(`sOvq}nlAUm4sPz#st?gZcS8?Ip_9 zNq^^wP7Iv3m!vuNK)MFz+_eqEo#E9RJJNa;=IMxaK3a~`1R3a3p3vC9@FOi^jvBhp zaozjt<@q2M^tw*&MtjN3W6-&Ws4vjzTYRyO?!368Yt%}}v+}$JpY33oar=C~SYg&D z2AK>+)JsSbq!)RC@f2f15!$o$Yqj7yW`JC_5C4l=jeDQPb=pi0Ajg1c5th+CCt?hq z&ad=jfn3!v+*c+|Dw;E!D1HYV+b___5@~un&-|VCS4C<&hv|~!BrWH&CbYuJ?@ee( z6^p=L%uckkUc2&*l+4A^$02>xi*$(m4Q@}oIWEI5K8h6>JGI4yTsN0>y9_=FwmaDs zOgG7FD5FN zALFVYncxP*wlyb>M#wsE>Q0J64(LNSFi9&yVQsV9`fKNIPxC~eq=m6Z>eo5irI4K_ zo93^RT$|2(Zx1F2vYDc39WU2>;nlj^-`v4+R=6*J@4u6m)Ka48+ETTphwT^Su5|R} z8D=q&mOBw>u((mAZc^a`9GBrXi`I8JYCduWrJ6oJ^FjEY&pPRSk&)Xr8d!2bvv4tI z73%S+vZDa0o&I3fIuAeP>@E;quG{4hmb=>c!0&iykObw~NM^0D{qSM~rGXoEo5uO0 zlrx|NSM?^lUo7wF7=3&7i5(l%=z#aavofAkWWx1b4#9&d_V~^_8Ty6sGDqHeTWfs< z%aaY)ynXIwG|U_Pl1#P4c8Y|Q!~EtW{{AA!yJ1%_@Ene4>R!{aAiY{(hswJ|Yn>bj zJNB8T|4Bcc2n<(O$7$@~JY}hD$7&ge4$6O9LZ(oD<1?6NysFF>PGB-{E8bVam5pRE za>RQF=fF&Elfy2UT@YENd~tT|8DKwv+qiyV^Q)E$Q z#!et~F46mgktdel6DR)?@wsY)YrX&=E_fC<$2+W9gLn7cgT#~x+%~<-U17C2C%3@> z!}A+4NA{nM17f6V+;XXl9_g9JT+@-ivvwY1-)wSO;FQvjj2?MlyL7&?q_Mu-fD@k% zKUz6H2$HL9jD>i9DX2YtNP7+^Ero0~5n_z{h_&^f3^VB(oQ{s-Faw@Xyr3SO`jKT0 z89ZLua!c!7C0IvlFv9ED~=V(rz{pKn@ z9aZTXcGvd`8F&Du+%4Y5akfz_C>yDLT$=gY zACnW{d3<{YA9E?HQci;EmpBc5ehMaU%FPdooq7!WHgMFAH+MpHa!FLqz0 z-;0O3CgIc3NDa5#YwIgWv(S22Z?ZPlFEzQ$a;D+GTX(TJVe!SC|&=h>xNRJ zyii#%#VB_%^7OK4FR$rL7%-|zATmrOtoam0WFS1i*oVKCc%+6+2KLF;+R!AZ?Qh*y z)r|MBgozdqkDaX2Li?6i@G%&WtvfX`}{0pf>R?5fTO1|j( zF%Q0yzaIo_+;V2^^s~XL?1jx4Izf;?mfBIk{mSlYk6T?%7PmD_{qqX^t0Om^i$1p= zOA9R2k#Bw|It>s~>s#LD8u{t?4$I+Hm)y4Tjdz>k#~(*8AivtQh|I@{hhs((*ysdK z?+!-l2Lo6mhMabP3}(+gZ9V$-wxF!aTyBT9NdTm;q=@dic;VML`aB0o` z;)qW7r=64T_EQXMCLZHQrS4gKrq3rdL zy^l>6)4VxLeaPRl!4Lbe3tfd4 zZc>^|{ci6}wJ^#Opvdj0c!D!v;R+=@m=O#xof0ZN8z-Nra4hk3Unwm3w4!eO68x<; z?ZkH*6;Sw+VBa@|^71DM` zQw|56`F>1mi}n_8tsp@0sigN1ukhdtwh2Qm`*>+zjCya*imnz zw^#S-X#p#Nol#`YckSzTD{OuVmDnBa;okb;t)@Cd!}jD$=pdqIZDv$t!9_C#*pY4= zvoTcGj|hTx;!`G3(*E7^IDFN)9Jkj-#K9}7EE z;p3XK<-0{K_noRYlCb{z;i%#AdqJQ^AQYA#t4VGuM}3dh!~~?=Y>w9o zWX@Gm-Z<=S^Z&+U05ZX!O%@-|6(pzTpCYiJt2|D{hjn(pQnf!**;#A(aLKa$9L2vi zV4?gfrIpfwc-FHyK|y*uosNL+;+>kzMBN>m>au1}~IEX>sPD)ks=R34<{!SSbFeuPVN}Z}X?gHCp`&MiZU^p4LU^nskk; zpbn$jpmiH2a}L6YefwkxKFVSb;!n_1Vv6p znk*NG?p@&7Y3f?rkUMmI5jJ{RJguP*2p8X6*bg8=B#su3_;?F499{WBg0g+Gwdr(D zI;+DUKpI1;Ymp^V@iy9GY>;sW+fm}F)Nj>Q-;3g?gdK_dD=|VlrW;`F*qv>p92=Pd zRYGOt!N|3V>AujV9^T&e@t!tzJY=TY`R~vvD$3wHSNHoW^FP_xJr5nP*FyQLdUgJ@ zfqrlc-s^0W9G_c-8c~ZO-VRS)LR9<9GyDNvuMp9SVc~8}C)9&cMcW}7J6otRf?c8{ z1O#AU%un1Dr_M8s?vIi!drwJEm>hSO7uMOBo|h~8=PQfLgmj^IbfsPufYYtsVY#V%CS8yi z_eAh^S6SYZyV&?pE6r9gaoi;5ntL_w$Wrgr_HbqLa1uDSHz@j3CT#FjYauM*w~n)p zZvv*hR{uJ#4TtUq{t(BVW@|a{VX4(0*5};5#~hfl#*jkR26$Fj5X&kY9v-Bs^$?bh zPd7*F#_Vi&=o0gx)04t_!jU^i*o_+0qeg=yZm5u0{?#rt7eCt!N8lc?HdbQTZDuya z1a@|2R7mx$lERnV`$hV5_OlGN1BUoW$L^V&e|7hLu!EI?N5QT=?crMyZmpFdjcdh#Rba`Og{)AR7`hcXx7Kn@j6jD7qp6MQp%KV_%JsWDV z(srY>VSMqs)VYA59+&veL#p(Aax#Y&ejnmJw#|?bkUE_Xl=j=!Zx*A?# zJ=&nvk!vBHmz{O~M~nHq^C8*O<;rwVPy8z2n1bAmo;wdn1s>WrY?8+iw>}>p9sI62iMltCcP7Z_mSF_vZ2p$w z1RjhhQ#N>?mlQI!2Z^vZ7;A`JHL=I{7iqBtNGx<`sHtD!x#g7wr>eF_9CtI0mFc;U zX!!9*TDZ81pp2vkNB*J^Yvz#(&X-xnQ&ZV`nFXNT2wIP$b4>7;7OlGe{KR!o6l?7%ISFQ1hQnLH3yN!| zrR1|?vho;bIMt)A7`f(N^;_^B4MhvKXqrzf9~bFRReWQdR%>2r5q!9F{7nCR5jwbx z(3K!>qnCtSOba|r%TlKx7C>rp>8pL(j(Ylx4jKW z;quBPa6V%2K<(LkpXM0TjLIu1H(m%Z7Hve6k?Z7{<84j4dVO2qRJqq0QtfQUdRr3q zd?+-zZXPC=8^N#HPx&I)7u{ZGbX%B15|A0RNM6yz^|WmzBF2fxoK2QrEG^=MLho#3 zlHy0@cz?|m>3eVi;&>5e3?gs%7TBRWRC4+G^0jb@<@iu*uxUD5n$?wZVkj6xP$- zcO>ba-h$BZ=Wm!#4<*;6fR=We!0jB!^}YL^bzcFutTWkcNxDA=%2!ijm4J#=pd6z} z?=k~#9>MNvvquaLpW#V_H=41D$iIOH4&z)pCGVp$hQj(Ki@=23GQ$XAz>p;VHsQDG=?YP6qE=F-g6nVR$wZC7516>+`RmEy zTtMKAoD~N=dD)46^7~@03SOxNW=>3Qkf$J_vPvk{Y{$W57p z2`BCd%5LABVzt>h-ooAOUn??L4Jh0Hv#e(h3CfWVBom<}_nuAa37dNe@9q-L9`FI) znH-N&2D~?Nh&Q2wdL|LN7sIwXK(sYIf}+-*jTIR#*U;uSyLsy!PtdT2lw4O+bP7Qm z`NG@qshRuA_vJ+@?jbOV)5=8O*Fco1dcXn_LdOnSJZ~A-mY$oId1s2Qr0=XZ(*+!pglIt%@-lAieuW@>>DqwOultVCt@ zz*neKxxMQ3pByCM5$manedYQ9y;b%p)*IxeiVgb977zBYcezJV{UCISC8^I zY0pzfRJUvH3tYN3J@os!vo+LPzQ0cm$PmJ*>+yL!;<;NC@(Jjyb^u6#VLMx7!zVM< zFha2@>&!wfXNuHOx-seROwoxM&`Ls(x0l_p&*aH=4c!XhuT0otEk*N(#BQC(L{z_N zW6kQ_0+lmPF6zuSMJsdOf90+Y+OBFH#^TggNv)AHZn!po5M8Ff&z!H{#TDaF%EPSk(ou8#fi_E-(bTx`f@N$FjfcV&(TFwMblk)1z zqP|*L&q?{KdMdG8wocOHKH8;zlwWI6>l@i`l;8!*gKy62c)Xk*Wn|bj5hp1$$f?OG zJNK>sX2(9+c)j)=-{Icir)7>iWmzmzJct6kdI<@-p6h7@$K!5j0@~ zZhB*O68+^T?}P8$8kdw>{{^UkKup^LI~U1bua5xLxGd4PB_?B~O zvxhDuIB&b4*;$zxAmz#pUY&0A>ENp65|XfFXQb!v7LG!Da8~v@D`x1qqB`oZ0mswX z9@)CFiZx7v_0h*UY|-69k>_pfxtFa3DVNQZwbEA`@RDn;!LIo0m}j+DKFlZjISw0| z_oh4a(>x2|__*0XX!#_v`X=^k>!|Qg=A12hc9J~a7_nuXk5}hF9Ry8eOKgb3fo$VE z2Jl}m1@z@HMs{bW2%lmYg5M_-mv|DY&bu;lJOwiYXP)f=6U*|b=fT}y4}*F#EA;Q= z?P#i8LIn~5S6{FZzI0_)%)Xz2K`Ze+A;4fiDq0JuYf4fr9wpN%v!Q0x`3OJ38m_XV z1OaD!pc&vgT);^@XsQG@Nf$&Ic^8M=b^ZkK<++wcn+P`qZo6Xu zZYd!txdXJ>n(I3=R~g`VJ1G+2nA6&usoHd2Lu>P`zzEt==N7Jyy{_H<`SLvSE$7SJ z%x|25Nc}8<4!|51JZ~*Kv6AMPhUkOZRetnYLkuh*f@Wdaf+RkA}{1@NXg~K&l&&oA3x{f zElv*|_(f_nL!EHr((Iz_9EQvDi&6r_3>%FE$yep67TajMMWdoMa3=Hc>9Y| z)uQnaS=?7%UX(7S$<_OYk#xKFU{}%dV*6Dq<^tXx;0OvJ;i@Elz`8YW)Vw~R@?=|irgleDu$g^;Eeqe-b701=CE$!2D z3jA~=S{o%-UdD-OXQAk02F(Au5P7hZ)cjq-v1pxXvU%>6S}Zyc)}DiVp1sUK1b&Ha z1JaGsw(nzD`sn9?Nt9Mo77u6V-Kaw(D%X7u)X#qt5Lm1ej2ha_>R#`%pv<6!3Erab zw@3UBU;BOPeR$73e%B*-YF14$%6njpxKC3c$2(zd$sUMHeQv0VO-0Ca*T-c_ZAd6J zYRrCQFY=uLUT$yWV(27-S3+!_z6`>${2peVH_|+C+-I^;(nCEq7ERdiF6H_ZmW@+U zw6<3V1f&B<-@Rvgg=hbSVpAGOzllCz8VH!yh_kj~4tX$Kc+hH*xCte-kw?dG<+91t z9kreszCy`gTgSnFGFX6gyXnnrE$kTFIy9)%a6F(i6x?noxI8t{GBugt?LhwYX{hy1Y{8GUh-&)1E^Ue33+d(`U{#TG zm5Tn_`bc0KajemM^%gwRM7o+ERRPN6&h=^Hv;08N6jV98jBG-~d@y zYh%-L-)Fm&aZO;lJPY0!JXcEw*-Wvtd&rMk>W!OJOxUdO-ACT^LwZ7CZCG4@+yI^6 zj_~>|blw6|XoW2#EZakKx!Zuq1d!qID_+B~MTDvC^>nVS)m2NY_;&)v2gMUwFLuP` zBFdRj33hEjfCZpa;f&}gas87}lk1RA&gxO|Jko;c`8-qx=k;<%iqDXC+3!4WQj7SQ z{v=4>XoSOkEI$nlB*&(Ca~q%B&H$n(qxBUoLvW5ZJuO&eRdl5SQx;?Qa@>y-HUd!r zjR$wT?#5lmbW|Zi%PgW78FrF7E(xbPgTYh*EssUjzO*iDtW0Pv0XbtwzpK_iL^fP` z7e7^P@Dzqz7i?IA{IA)A%VGjzNA^QmS$~+@K5OfsWjaaOQ4f|IyUQE*W78iUawNDH zcq{)5=7RF#DahZ0;o-W0-V$$L?sFJxO_E~=V1uc>iGDA*(dx0qd~+2Lh~&N~WW;NN z^@V^4EM1bOYd4RREl4-##l{2gwAOAU@+k1++(KY82b3t6*T+H{EMLyKsIg`_wvh+l z@nFtonUhJa4Q4p*>&2>;n3!D~mAgGbJ*hYAy>Z99*JO4;JhxrwFag?Cngb^Zs5+?+ zLj>2BS5?S8QlS>w4+@yGc~ECbdF-*}nw{{$ZZtmmandxz2YnXq%5Bk_GV2-XCKSJW z#%Ex3X$?4$+KT=3%8N);Z2V(Qo2gs@##L1FI0U0o^uz7`roaP_xbij*f~FYBc?X=Q z+3#~vX$d7xM(0^M)*+vOr40s*kop6v zlgGik?bAMRoV5b}xOyWQU?+!eEMkZ<-EOjU79DwmXf~fYq8qh^i)c&gpQhOv9IW8p z8h+dGDrEM0M5eo1|Bdx?FwE{Np=wBzjrZ4S?4RE~92s^_7Rshh`=p*_2h){*w4a)K zzI{32pmqEcNC{{yY$t}n zvh-Zb2Tqy0qo_n7vcM$=xWnA)?Qny(6M%#+@43M{+3`L?HqDKEl{yGapJ19%{WC87 z+GGEU;>|v?kMh)f#txg6F42Hm%dP4{<$EmZunSnC{F`;`q52C94nsXJ`^t`v^1@b5 z??;KNL;DUDRF_!lO(=IRQmNt`5SUP0Aby=}JqR29L;_U*Ml<=|A!Xipg0sa}0nwwH^OH0?Cjjn>cCdO6tu{1X}sx*^B6$jS5QdH#vdc%?)<`liWCDv!FL7<}!=f%GNH5eQ?|;@v#O z16=`0;Dimq1y?Q}8-En}8TfvP;ZCd*r%f>Rc8>_ZPI7`=HX3wfkm(%Q8aTfa zKE4}XDG`C+3V!&1wV$C_SR|Ft=goPz` zako=G3}!eysV+GPvdq^QwxLP-^6*}myga4RKnAjQEi!g5^V*$4IkJmDGX&c1((F#f zQxJHC;Scy`_g{A?K1bFub zRhWa61P~QlUN|>q12{Th`~I&cX)Ai0@<8E_b12XJ<;0!ZrB|x9KrD+WfR7xW2FNL3 z)p%D2jM3}UM+R>tQu{6O#0>~AfILc(D%Pd^iY+eT-&dyU2 z_nZD)jC9M`tjlG^iGlM)zA_YFe1KzQMCQovyf#EAWK#|be8E(9kd73J^g zH^1fL)YhWfHga~dEph0%<8KlQ%1Y6A*Hc=n597Ybf)}s900s&O$Y8}#DV4-Y@ zcR6mj-XGy64EC(@Q5KmbD~;~0?|`ubmNwu_9){Bl+-T2LqW^JBblTuc0k?9739T6T zzA~;36LnW{G2Wh1jFD7L+TsBT`+0CH|yiLlFK!qLB>Pm~|-PK!7v z$uvy+?3|jISD^t()oC+&vYYd~+oz=W0)th|*79w;!Fib(U-60->lUtFLiL$#nrfUjjZlVnFnn7E zxcd%L^V7{g{xaUVxx)wlH)~z1F_=ASgw%F}iSqEb$ddQjpTYI0#8I)zQQ&)^gi3-lCN0sfyJup#BE9fn{PxILtbDvwy}YXy}TIN@CjGon)f|y(csryE4FKz3ij1 zfLc7jCcz#ORsPXx5S(UgP63QbDYgqrdJ)Xt(q$lBZ%dslaBfSw|5n)s@a%9L_}$Su z>Qx_-ej!kTON!cJ?E0H(N9OlXkGLw=zr!=R0)bQ{!&V>7(+ODKXLc7>NJ^kKndHUWi^UYzWIT=2y7rax+T^Pl0B>U8`7GB|(} zZ^T60+R#$X0qh=ZVy%S(YCL|4K@%`o#$k;&W0sB+;4>Sv!^IA3P-^=uIF@jSag;j5}J3#$~RUj*MN^CBbW zbHYq3NGovof^)SiSuR{bCqj~*4}_wW=DtxrXj^B(ZK|EUhz|j=5xjKY5u7>OQ4Q&N zB)%A>fNP4v_@LMy0T6t1J8~s6E#*E+kBF^5#RjaJaO!riGIDqaR&%4-Wh_+qq{q|B zOU)( zvN1yTl^0!BUD|Ka&?mn~WI$_!ThHbTb-FvQgGBKBUdFs1dZM-n&FEC3)gym z@AQro{PZPB@=sJ+mhkU|P)5|AO!5R&7DL@Yaoq$!xJ!4!q}=9kW<|#7_~I-$4Cyt< z(<-0K0x=Trh*imaE%9FL|I;LZf7kk-_LcwK21PL%P-OA{ja2**Z;w{~-bwvi1%Cej zmcO{zzaFdEIVsORzeYf$VrnZ8W1(9uHb=C+MD))d6FJgnyiPlx95~(h4%K`b731+N zO5v`h*|XB90gkTQoJ4QlU>km|t3dENQp5LR7{D9H{*hqZFy2th@%@cc=aaokRsNNk zuto4AAWw`M_@f!VcW&tcKYz<@lJGPZ)blDti?$)#JUJV(+rGBnv3A%wzu&P#Xn#ho zk|SxCX~Io6xHT$~*tsU>c{Z4Ob@%MKm5V}YtvWEUy5qc+O_XYjW~~X4eC5abBT`j`g+dxbkX)y$;7T}g%A^~ z@yg54{4xy%3h|!ypHKP2u4ne9`k?k_v&v31Uk4z?;>GdwFf;gG-8Um49r?7I1H659DKT znUqpv0sWg*#p#LWA|C>eu3BQC>-hAs6IM|Q zM@Q5C7>j$a&dlho4}iD@z4D?=7Urt1HMc*DiX}A>tf(neF(So$sr*ka0BPvAqrD7-(9m92JVv4Db-^ktdSTbr;PSL`F%P#KQqXRIo}oqk370!@ zj+Y_#fh7YP+U;bSn&--jJ66cbVe^4fo3+5OweuGZ#Aq03Xota9HUjhj{J(JlXv(3_ zFQOCPjU^dyza_f5h354&QCL`e5dQPUzGAA>lvP9dW`4xv2BCrxFyc1XEj{38EowX{ zx$`@x3$GSE%~1zH>!R$CFb3eSh?gc#;9!&q*lXg+qsg<*YMQ^J03Z_WHfep&Ei|-7 zuZj)5ybI=-j#u&NW{3feyk9uLFx7bJfgu~SVvU4`ZK?#)g0axWW+55%-l-2LY1Bcj`wZ?rLi=Vo28A494l&S#hC z(W>0p=~MahRd*;`Vl#nBgOx_BqV7YYtHPKeDEc4fMW9C9y5V!zx4Hygz|_q$$vt@y zwl&YeN&9EFC30@@GB zZs`F(cxp`MN!evpOULZo6u^d$T@(lZ_R#hb5RV4leye!vR}K84(JML9d@6c8)p*1K}qHidjypWWQ4cmPH%!wb#_r_T9 z;8u+XqaXk|IopXJ3Ta;r0~UX<1LR^=P_fIB0$N_*-em>`pwV}W|JzYOvK z-|>2E9(*HtfR{kIO>*;*e=2B1jJHt;`CI6viBN3*x4e$~g6Hth%W7RK<0MM$dihwO z#Y^WM8s48?zG<7mWAd>;#fwPquIWExQR@Vw_FSV^bZVrYg=RPL!(0^YfU-(U{OL74 z(K-r~L|2rQ48qO;n1?CFcO`yPHeyxXp()*V-|PQ~c{~TKWiRmVADHyB(x+Gwr$L*? zWoRe?B;>>OKY(Yug=)o6(GTbuE022|6-z_cYigTERqA3Jl#*!#KIOR0kQ)_Ab;feSyksc_T@zyPl%r7%v%I9 zqp#<#jk0Ob;L`A@$3@bUXOQ>VwAJS&5A(B}tV00I0sGSJ&uSjs#!hQ14epAh$})p3 zy>T4UA}6U*Vp^mV2trIHWl-#sR`}b`l?gLVT&O=Dh4y-f1gK?Vkt z`=--|jsDE0teLXXjScIcv;LLc#!@gky97FcUS;wNCg=RhrCo2F=08m3v&Hs_Vk@b{)^ul zCZ>le)~$z&Lv|N6p2u(QXC2||dTyTAb!>kYjeOiXPbq=^6_86Swau28LZ-a6gTBgK z<~sAlrOq>m_2*z%L;Z6&dh0uZR+UX6?NU8pw9o#~sN06Nu9Ib7KWa?hVf+$q2?w0ZZC-N1VFI77^y_3*d3SORm22~&TSw81BW73k z6i)kGJZ8sF->bfB+j>el2XRs(rR_|`{vNfz&(Iaep_ABfqBCcb>7cO=R=RGh`=a%T zlLk-hz*~1Sxg1tuufT$aR~8}Tk6&jX78&1pm%4Z9u^gLKl&=e0_-;o^mb3=`8gz`3 z?TgzMFCVR#b9{4XZO>)#Hbc+D)F-lVGIu6IR#_od_IeB#t2(bfuNWAIlSV+#0>UfG z8Uc@}QGHwaeP6e&MT^_mJwe!Qh%1OXej-Qzd4%kqP_+V_tNgCa)T!&CvYrSAed88Y z!53PgeeB|)zGdu&Qx*;|+uHWFQ4o?^vS{D$iVTw$ZuOxGa zg)QzwEg^Lst^CZBqNgjox0mV#3c`k7*=&=hw^=y!*iK!!;we9>uabQHoZ8}Gxeih% z{viZr>iDPmT(c|%C@b8H@sQSsY7?KwK6iHJa4r0iKBGHaVm ztzK#3MGvg&We4<7PndKCi&s#+wF~93VYb;BFY@QF!*q*-Sr4JAwS4z+E<*|~DBSSo zByyZ8akG-H7`3-}fEZqE;YC!q)+RTl8&j|M`Ij9!EL1F%X|KCcuMJWs9DeKSD``m| z!nEaDqEGyFU4Litnn|kJ#kMW_7wDwIRn(`l4yoL<-3aek?!>jN3;?jC%&A1SCN zaxgrXZ}Z5^Mb~OVHKi?4GiQc=*=KD32*-NV<(akjFsT}uAR zWxkr`{2>ZLi=B@?n4_JAWoF)ZY8}gfDQl&tZOMCmhGpW~^0y`U3MU*SiB6_w_YvC2C3olC5r@uY<&$ zuMO^oe{ZH&dAsimzhUSw8uzB7M>Yy`xP;xurjE_AxQ$_QeKNWaZVW)$B$rO^dJ$A3Jy3RzyDUbdt2Vq9}0- zUrp(0pih^mRgO2hl2&YY_Yg-z=z)2@%qP#NXl5m1xs@q&Mky4Vj%Ola@lco7+{Bvp7Y+_yv zV=!lP;O;4OH2BJxK(7Dm`(H^X+RhP+dp$fs^TB~!=98wamL0x=E#lg$I$G(xlgK<^ zR48+^284(jvKx+e1N@53yh`KbG59ym`=C2EJL5rR5R!?Y{fKq z+~6kh&fBQ$tK-hNR1Ckcyh({v4N>?~ev7t|b7k4aaejxS{NjcX?ln(4&Y8i*L<&U}{RAJtuc=pR#&WQQV0t;R9z#u`7D$y6U{5FM=(NWb{RLsfIcIpfg&!O&qU z_3GRXrp#>AN!M-E$dGH5QC_fS@RC=h$zYjFC*} zuq|VMmGU++-*|q|{dj-3Q(mCu8)TDhsuXzjo#lFG5c=$@Q&lVaOagkD7i(k^tr+{C zmxx~|bJ>Xx65n_0%TvTmt?S$?sp6}wLw_%FJ&I1(s&&uIu~>Co%HP4X=9k>MY2C+d zPcLPm<+rN>yF*QFEO=rLq?2sgcJhmgkX=vE6J^{)kvh?^w)w^B%t=V-m3vqaVW+nR zKcInTd{pkWmH%7u`@##V9A>uYB zboHJD;-c)SkiAy@gOJXlI-&+TDNIj_EM`@8K;TXvMkKL8fmfH}sHT3p!`v0kwoZYw zrhiiPlrxinh##?bY&=$9qXOr0H>>tM&DDPYeG}-j{Op-+bd9O-7uvf0dHU*Q_~$y| z>fzzv{Wp79mGAa)^ZLuCU{u~u_kf~FWQobzU}N@ z94p-diePa{Ys!QWQs_OS9>2drYO?5~m8V`cYb+uOGLATmXhI0!Y*QIi~OC1mR+2u!{OYM>2*f^2FLOna`p5wYHRSq zmY4?9KR^$YB1Mk7Z&?>ybzAyi2#neQdHEqBrTWXw&q)jNC<*Zxu7z5~d`w%b#?HZt zDfwXyQF(&X!HYN)x0X|_8lNU(N4s=iK5raieynFfjx6JS*or!0kbf*r_$XX+z^~$p zS9-?YOk0J1L6gr7I&RsJdULmp@JT%F+Nj$J0>xdSecP;5g>iWqJ5kKJ6e^0UQ#rEo z+WRLYL&JQuQugGDvG)OU#B7qW8Fzk5d~jIdj$|og7)V6P&aF_K;F)i8*SPnKe3T zF{_+jS^85zKl-u@9Qb|8E%ce>!Z(Mwovfz@(602sWGUAV$WZ0hWUFf<_FRiqm87|8 z8QBpcb@Q8yw||i)FC^~ABzXO?#9&xTdMbyNt7piM!6w?NXsgd_5ZW~kBA-05q=Jvu zs=cv}ubXfhjYbukTb0E)>IPUktQ62Z=}B~5r(KdXKWu20SU-;2JV~e9JMj`zD?qYk zFYV~O>GO3$metD11zAB6D9o1)>sjDyfDolsUeAe|&>O{SSUvlOrX;W}5lHWK;$7}& zpBoWQc9fIwVse+-uBP9^6LfIelF_uy)Di(fxhHx9W<4J-M&($H5gk^GS-sefX`pi6 zaQ)1J`(4V=o?lSzq&9zSB8KTHzUGah(;hhAof*E^)9vRy`odsE2J;d$;QC%`n z$m~y7mGekSIPmD0>=j;RiYruPW)>&{D`j}gk%?a^+s99S@%Qx2CxyuYxOsF^VQq8d zNI!p{shXvmejOI()!7CuW5T0dELl+72D2v(DUixc%&m6K_bp?@k28CK9zAl zj&Rx{t;^ps>Vl&KBuJbphjV)nanfU}-JHVessZ+Om|gL@dNbu3Yh0Fd3ff{DRrPOY z9s(~NQQ%?BuV+5cEMLbaGpiIt7MjgCW6$l;uMlK?eb~uwtx`PKVimabB>AHnS^b9G zPYR0!%I@6LF}+H)86QWSo9OPAK;>ysRIArO!ZwxN(&@}Z!}27ob-`@RSFr1A9Cd%0 zgSK8+&0duGiTdft%R}YVk{UbNbBhhq9jM~bSlc+ppR$);a)U`(WI5jm4x%ED4#z_= z?G^LwM*h9d^$taZclZmyqGVMM7vP=l7f{t6mRJ`=lS?ZqcG29B4;pi*@vti;ZCY}0 z5%3Vq?6k*-3#FCU_l-DJ^(2{?E+BalbNK?%Z#}jgwyq_5dc8_zah*+|*x7|!yV`G( zP>LwBf$)pcEyMyin6A@1j*wzmSV+vRvTsdz6Q4K?LMq@U?(FMFo!7lx#I8p7LxN(! zT^%ttXXcRTSl7oQ{)>mFyuMu6ev*NpQwp(NnBP||`(f($L zpKW-(Yv%>>@UcVAOQp4P01I=EKhn126Wepf#`uer*eM|WrX}~mj9mgfYM!JVHiIr% z*ERPwRm;^BIc?&`O!l0z0H@KqMrP-`*D%&${3GpCrF9-Y9A-Hm)76Dzp!6yb#6l$l zZ7XJ7(+MU#yz=XZb3O5em5(j)@?(Q2`ZkFXnF5G$K0|Jc{oissmMh2Xv9i_E9odjW zxl0mh*%?eTR$lWAxVd4-8RexSa-prLy|S0up`MrtX5-~Qvgaq>1g(v!XZW4$7o2;S zv4I(;FtO;)>m!e&64XK^1Fvvv$gM`jRHmEc$zt|WsE9R)lRP(5EmgD^dNU|n#;S9l zA)TXgj*Pz6ug(Z*)nqF)9E=i72*+R?wDjm_#7&k`u8KPsBz}%a0#X6HJN_4#V`8!< z^iIvo5T<}hNIWms(&ut}4PV=zpQ}FIJe7t+9#U&a$8aEH^HYVFNI4bmhK9>;WR>S) zx*oK&Xc;?K&TSuXpKdWGGpz^GmVI4zo-cL3g-<#7WTiw%eOs#*IExOQZblr>&BlK| z45ElmN0R(fNgYT{2d>-uJl~WQPsM+ppryidfBL)MU0VwYA!O72b2mv0N2r z(Ik`d54Nb^bJ%a+C~aC(>I?0lDoht3#_xPo?z}2AmbySbd0%I;DARHwC*OYYwNwOQ zluEmabD68~gRvA#5S|m&zlq))kx0C=*k8rpKWfQ!&CD|&Xk$0Qqlh#Qyv`uh(KtG3 zL9WgjgmPo60{2D48mbNJx3*(2sw$(Uh2IX|Mv{2h2J>V@tr5D2DFrpGOyG6QZtwNJ zYKIoi+tUvV6)m>apB!A}UYi{(;fYly5-gI`D{N4$iA=rF$-IIT(o>a1;%sG77UtP< zY6#9XlPIG-`F{yGOV<}2x4Om3yA|Y+yJcD|OR-4g*OwT@3hL?mp_q}E{|In4ZHBi)h%vX zpjgpnS(_O|nYXjLji;idHj%wuEm!hj4X#=fi26KZ_demU{kRZlcsEO7;F1I)=%gIW z=N(gS&cvQh20L%;&4b&N5oIe#3wF!?eH|$!Yu(gHukp>&5g;c{5&l)Is!Qv- zTZ+~Q($lJ(97%NU^G#YPtTjsc^D1_@SGU-%LRh1$rpx~PxqeVnUg6Xxkw+ZF0U`@n(`TX zHSD+@ld-*XaD?d!3ox=Y6R=_f!QS4whg8E`hnEVmk;#XL%ud;AzzuabPG$mLF3U%F7>FXA_dBa*52Fi_Cg>wXmYB*_kTRoug2_ z-5$p9G+$q{t{Amz=%XKDO_hihgcnH}Ws+O1FiQCKuaTY(NsjW=)cX;!@%OXMxpv27 z{l)}aw+jn~iw4dgQ67vB4FsV?8ooXK&_X|EW$Ik%c)C70ytn3}=qHm??Jf*Sp6IE; z$sC*4L8roPun688i0-@9U-$=K5&V|4_x-q=%<>Ykas>tgb$e=N8W!fp-G&4Nfj|x_Nq%*=qPG$=(U~0#=!#d zVuoeUMj(5kETsjA8_GdG`HUmwX3G7e~96%b*mbRt&601Q5K1JVeO zf)(9M$G#T79nX3wo5)o;4+7xq@#cy$3T?u>~ ziwB#j9~XT>oH}QAvNtv^TO(Cd!qYSWs@XZWl><)HZD6#HkLNOeBTSqv*5WpcpT+nD zm%Ks=4-NBn%x!h7Y%}t)s~OLgNy`L9F{YRYZj4+X9s5=$IaEdnjm>Vt6U59BUrAHF z(~7tF>q;DIsN7sXFI&rjU%5@^CDY^Z6@e{tNGp|Yk;oldM4JJ`!#}8q>A@IN7~|8q zTRX0M&6KY5Q`GGXmgGT)U2MPlzWnO;Yn<>18XguXb@NhAs&-ONj*|-k=4L4ZVf8qx zE#X8|+d1+)<=%Mq0eNJY$!bL{>(Pm~uudI_h{HjIEm@)o`s{juB5*w^;}%b}^?VuJ zT29)|EX5bis8wtc1+Fefu?}r^xYE(LbXa^22OuTzi2$(K2~^usHM#DWY;D`eyo;pe z7o)(H5w!VJc9QJuYMS@Eata*HkZVdp$KRz{jv3w#t^r-m$l7YLT5%LBBlCGcHBl>- zkCR4t2F; zu_V$*Q81R)cqm^l48yqE|>?9bYrUR9}o=X^ZpuanA(2^M~@81 zgeUS!j{3xk)3u6gqx0F^#T(q_ai#iO^Zm-+tW2x5ML#x?%p9(a=f5Yl(1kS&shI*6@>dHCTO!txw=eWtgC(PL%Y<~;Ds== z1yKY*6j$mcZZC@}eh5y?;`MY+B%!{YUQ_QJQACAebauB)uvn%XD_Y3vkRM!e_Oh;N zpq+4P{*`22;P!o~pbtqBmx-#8E^WwqYEvO!SX-wE{@52uv)kX03tN48gQ5~rL#`c& z<5Q&l>9;uEE-S+6?udO)~`LN|Mpu@HvS8Jws{8vFJZrMJYk+O zWZw zQVg7w&y7`uq5V#4R5>%}nK_DgPGbUp_ViLt)#~gW?~kdanu!^YXITjy_uh6yjZ689 zRLR-O_$bXdA_+KmGVyFw=aYW$guEGQx#`b5~9G>TAogv%3Ak8-5}_avfinsg?uACPgkFMbd_diex`tfLl7i) zKiO>h3Do6O9aJ{zI@AI*qr5;p=*IjQw`q-;O_rMAQn!Nk8T*|PHrxL2&8mFyD6sRE zwe^nz*D8;=?M+T1mH1yzGg7z0nXqCt|<`n=i=1Z1Hi4`l2;k#(_Yw6|sOUJrj>32`wBc5d$cD(+8r%Ef{DW)!jg@{0eBY(8ezo9gYW zP}-#ub@>5QMOWxxX~9Nl>X3zlOLz=%?oqOj5s#y1w_*h{lg4-m_=1wxm0YE3w?3wo zU-7jfeF{8m?EewqgfuLvaoCqkCy%#jX_K(ju)&a>205rf!EFelqi<0S1Q*4e@Q7D{7;iT(nEVwW4~`P!+%nv&yfSvi5`nCCaHtNqB-h9BkYkvgzDqLMT-Q2 zw4{)HoEH#G-OG8#hyV+4NoD8%k;Wx% zfga}!K$Y*_VLemWH4?iLWrxlqvSe0l7T5a=Hlx_+t*Y^gvz%rA(wuRd-#0KSsQh02 z_dw(UR25XvZW#(tBKe=PNQDjN{(k+R6UKL;l<(i-{piU*Nn+^C%d<@D-ygp}Gs?m$ z7Vy3I7>nm_eW-?V%4m*%I&v4^*!0K8YAB-gg(-{v_r$cpd1!(zf_HG8H$=V)zVs4G zpo1d1_vzC4bMO9flzJI9o4}hQlJ>$?AHN@lvHp}@OmbWg2#LI3iAMy^BiXSTV{qdo zF}gXY(N!wLhC;B$Ac!Z+gI4RG^78%lM(~;R+Z7qB*7BA+$+fHd*VO*@DDKQD#@BeB z-i7lzd9N=4T zCpISxK6yV1kH1c_d;@&EcJ2iZ;OYER{xz&E`x}AQ0ets;A>sm5CTRYhZt(+89#k}` ztTuf~3%BwvZ?eyD9hrA9u|=yN$h>Mif6<${`TngF1E*y3~oj6;590$-TY_R7@-XB|E*m8k8|}u3G%Zu zvIf-42{v9%xgb{ktWNMnlno1!Lg&9LIEh>RC0m@CL+C6h{~A_DkJKZu(LP;M!)j)* znL|DSs>3Bm!194z@*)VjK@G7uTmgtiV@B}%{kSio)?WR-8RL7m4RA#@C5`u)z<57W zQL>5ZT4Ucm)PlsxJE7_Ss7!Ld{V;*Z6&;EtM>L)NGv5~vNOC~rE_!;lfzgKV zyovk%2rL!fBt!{oAm?VfzJ4i4JD*$B;Gti(Y-MxCQxiGHb3aXco2wL-5*~RcefHT( zCJ{6kG#Pf#_B8=yC`Le0;G>^{r77pxM{WAG@j^*pz#VlF10I3798{x6H zZZ8*u`@Ge#;^6I>kujMs^r6h|aUDEunLi5DPb+o#4OA(btD>#Y!*9i5KT9_CBc1tc z*B4nb(9GliZPG5OQm@6B;7JIO${?7A#g%um8JAkxv_O_g*y9r+;N$r0mT)D*X}KZ=K}2I(CjHRVUGiu!_Df?Nh5{WH z{i{pS_wq6f0qTj|Rn5&A9-7~dii@QS<4fsUfEMIUwL9Pmsj9pRJD$bA0}l@)%Va;0 zx|f${m}n((52Cd6#79tmx6p!g)BZjfLN5wyE@0?4!d{{jPAWM~)8;$lze`Dj?!-v$ zUxkSh`3G|_b25oXFR}A0&I~5shz03k@p-z7Ww{0RjEqf8C7-<@uFf_7v$>$IaFkcg z-QWei4QDscI{;O%QH0;ff5O;j=W@hRQHhhAlB0;+Loo35<=D4o`h9x}O{Bx$yUQ!G zU57EkE3ns1E zeREeGp^WaL@!yJ6P3?0_$EnaGN#SO)RAJ;P{y@^Sg^$;FLJghhTC}+z3q5#ti@Ux1 z6T#8})PHh(Y(^N91tcybNJcq)=%JMKrxJ*9*NZ1h8ht;PZr`%}xMk;F4x}V-b-_Aa z@~yrEKKnL&6wfa7*m(HgwTq#M<=8&19gv_*g#A&|E7tQfu@g)CW%%x<;v@_^a z$Y&a|4x-fdwZ)1+0=F=qeu0MMfubcgw~^x#5^iA1p%7D(m#Wfzp8gM-j#YTQZQ=2+ zAr7Qko=Ao+p5>g~p_ndE-iv90rC*bd{VhyCF@bq$6um`;rKx!Hsp)69QRCExvfdJk`Q6Jz|@=stu&pb4=vkVJHVcIa7R?7No(T5uSuoNnJb#Pts- zV_^MQI0dfjt=T^hF^kam^lV?l;;z|VhNx{xxs~srEtLFYoD&>GssHR;z-tVBaT}1} zK=I~m#F~#JqD>6$lfzJ;K2^^FW!SNDHLD3|z?qqcN3kFU=&gqx2n_wwT@@c_r-9!a zW-|rShF;5+T z`V+{YBh<%BIR9>dny~%F*Erz240!|Bze}Gr=e>s2nBF+KcX_ALLEt1N`%E_6cfpd8 zlAdWaVZh(?A-q$-yKDMFQeEjiH>3%@PXLh-%Wk^~2^l{A|3?R;`gz)DTKJE7x;qa| z9zen1} zoeP5oz*&CtCNvKhGEaY(2Grt^deKjU!daF4P`NFgk%f^78XU~v?)0$O*(5>#{wE3X zE97fqe-Pt~eq-Tq@Dxk>bR|365q=;uiRjJS$C3}fi~hg2!bDi{#b)j@ZGq_a$^$1J zc!cvMzzu9{6vcXM=zA@IX8ZefU6F|4(`xvQynA^-iJ;Zf=bVO+LaoA3U;eo^NrLjR zO0se8o>|X3Lw-f$u%31Gr|yAU_WfKS>7;Adq@kHVuMjm#4{ri zOQ(}r&*UDBwPFA1RNnNoSRvn;or*FCz>>AFx?QPOt}tJcS8chtNd2*0ynwOB`t8v+ z7R@RdkY|npN%mHHtZD@=ed)hBP$V~TUh^`EC>EX`?^yEdjUG{jP(M8dr5Y5T2|q+e~{AS5Ya^c?~VXOMIzT)p`^Hic_$4$0R~f;*s4J|^>JmH88t zpkAV$UgeWhSC4qwC1)?)6vYFw4odjg3U}gVue(WrG)T)R%$g(7;|ORHBu=D8~f zhycV=Z~(?m>1$5pmhIvhN|=~~1W7cR(AgH?e`gDcJj{V23Yl9$V#~hk<#1>WG?`Pc z80PzXO@JHHNhMkd10=Y0AfauY2%4#}YVix_Ow~(hN6B?SD>r+RxGY2cSYQoH$n7D9eq5BZ%aP+H^dCn5kfeex3P^-ZtCq^Y^(&bm3{A4L_Qp zH<~h0Vb`eB+h^=b-?$Y41LcHb8vx*H>8Mj@_l>%PNfT?N?yK`*p`j0C$zxLiw zQ=;50LI3om0T51d(|k#V9QI6A6^#cV94!|?{RL&z1we*)0XlvC`XzS|u=8Mshxr^3 zVzz+alqk;!NFh`8EBf>+k5-5pPTX_1dH97~7ksP%F|pwakveIUt-DTmMsUx-LV-Z$ z#Gd(fFpcYciz+;=(Gd#^m_WD1WqAE)VFW9^EZMiTI4>H=IX9tU5P-H z<^YoL4bpCDwMbg>Qz&h;Y<|Pty+d5r-SiMNCZ#JsVcYe1taj!T&-&vOI^~Z`3sVhR z?0u1HDCv$I2$>i$3xIw)r1p{sl9N}66$fcA1PU=v+2VQ>#Y?er-Ob&TlBvMT@kK?O zsi3C?vAvAj)lLY7XCKD5$!=QfmslY(+iCT|tf{jO19DE8&CF}Ew!*mH-u%L)fjdDq zLL0O9K{jlBxe6rST>;le3)4p>^cL}6P1zL;|1^09O2+2o*%Tnw_bOcEV3*Vh2t#<* zEKZyav6gFRwR#f_ypi$mz-8Z8I$GDjDJ2g5H{ z`3DzgWu++vMB1pQ4$#C-q-O#y57A_qD4dv@BK>r)Oomnpph8{;3(`_bfcRpg`$$=7 zMhfCUaXas75J<}?7(4o?se`kXtaWGH_1E)Q-3D`r z%^8~yEij)T#(+t;@@+70f8#oPJMn5v$J^HMmmrrZg;}yaNo}T6g}6zl2kQ?e+$Z=@ zR0CEVOX?!Ah2}T6-%~YM?LPKcDDY|rbW9-DIR!<`+;nnaw;1{sG%vBA`@O%P#UrsM z-7liAZRp!DRq0r6Q)}YdyKQe0JP2i|5R;=>qN1)IeGev%k8`^>CYCUk7E43UJmk~s zfb_NG)nNbO7fS}y|ApxFUo5hSIO2gh1mr6MkLP2H1ax$uK(sr$&@qXWqx2IRc~PS^ajG5ZA{Ch4I7oT=KH;99^7taJHNE$?_@NkAdNXR#B0&nO%ub%($H02(nB$H z@}^ih5H*HrWmRJpa$R4LLq532D%~!{4tU)vvhk^%3-Icb7{DCj7$&Iy1HTN?#D`ut zZ~jT)@_3q{mN!udF^A|>$%VPJZ-o_o(&O62vMX5O{J3=c4OA1QpCv6z{JBd3^Nfj92L)xmk3P^0AKXY7Z3k`wrkGdOUYBDc-%UDhc-wQL}vJ zDV~W@MU1F=*b$7E&OT13<;~X|;pp9QdiAVmV2-_f=GD`~`ns*%i!?`F%qdgTVfGjC#*{Ijm9ZZQs9^5}j zr)UM40Eaf9FGSIz#@$q+^d4s@AD`@Yv_T9N+9g1i%W%0J6h#YIO=Q*pc+M1(8{O10 z6kwsNA8>T$1=z7VNkJ4X0PGh(>rbSl{rLK2XdpDr*UZrE9~OlrcHVmt(Q;FeyKzY# z;yf)#YEEgel{dulu}o=*ISpZsLE40WEh!@#UV(bZzAJIth#YAs&SkqkqU}0nh#IjU z99dgkoJn}SvGImau71}(b9QfZLmhtQBX@(mz%CUk=?u7BB>HE4BgO&~U!D7H6B-ek z1|A-ulLAkQ)VbRcTS*MtunvA+&e-z;BwauXC+i8i6Pb)2%m}TGb-tr0r72s}mJJeF zb`!!<@F9!gU*^p!~;u(l%hHp(;|=}tFTa3HAECrc}cKVs4ESuY#$s6DcMW35*u0k z`FanY21r|&W_#+6b=#TeQd<9w0D!c{g?;&BNW<;nUcDJcI>mYV00bN`>z4!u-~gLo za+b`g-<}KDIW&!uhC|t0HQUEoo%4apa%%p+GA>aT7Ml<3zN)LSs);MefT90vOF+bC zZOU~FbLR5Q4qhpE`Um2e5qWOHA-{}fE8mh?=dp}%&RyEa+Xt-Xi4G?&CW)AiGWVcPtetg5{ z=BY08kk6jftrsI8XiD|6CXfTtxod{9KIr3R9e@Y{;30uY{dyURP78-^N6x^dN|}%$ zvrYea@vjXapKO!hWfSsY6&f)tY2~l2tO0)FUFB!KC;K5pbG!ScHrw|AwIpj|7ov== zd+qe|Byz^yN9QK~Lez!Srq|(hLN3$k;c*HNlCVo^sL+!`pIzwA3q2uc_z8O4PD(a4 zP9M1OaP<6CgQaf@l;m97-^nc=jRWkym7bnLGsn0$sl~>YW?UKN!diM1aM)W(wPLFM zrJd^aq6$@8dy9p74wSpm%UJ7E5jSTlYJ}#L+mXPb85eneB%NmYt4_H)g_^6rw7w5% zKV18+bjeMbVWQGQckHQ*TjvL*D=g#X=d~Epxx&9ZeadhxQuMA&Nt@j2Tm3oN@`s(p z!=niMHR@ssa#V37XXnDPYggw2-*z0Qz7*%MndgE_Lb{9vdQ`-VqD3D&QCq}kc)-`& zww1>D^_!<_eJlEIRUIB{?0W+7PS#^1DGjG04cQ^blPEiW`jc&1h3O#?PmIm+$)SE` zi{mZBwZg28<#^kAtv%0qA&b1ixPd}LLECEMIvWqvveaQI7h*9t(Jir{#`S|$DhVN> z%3H^t3B*!BqPrhYo=x|fm*aZ-!6yM0OIGWC-ueyg>XmYWtthwF@rJC{!o7xLEf3W8 zx^nX;#sVCeVLE5V#rN&2EXGa5r=b4~x;z7SY+IPXM+2J=hD!Byo9=(oyI0HGj1fVx zJpoBXaCr$RuktCc#+zI ztC(~;!I0|VP`?h1pW$?&tq}62ikn1Y9AQl)ms*H+Tx6QUAd z_V_N)WLq7Uuf&iDHX9x3Z9>mI8c_WWja(M&_)Fb2<0IK(W4F0^)pDzfTy5ldt_G}} z)6(JHF&nwkAVI-un^3G@|9ZsQ!djEIOd}rB(J-EBZWsqN*!Vsfi;;k9eO1D0AEk-dT z26M{$4PV{|XTxu>3Y{$iRGs(zC)m+LpF#2eFWl{UR#mc2(X&=;cQg#3?!&wV`}-Hw zWm2c0lS!Ajh7R+Bq1&$hTatzNEO(S-#9~|U)28MQ&($#KB2esou)~m6Tj}@D7626z zXLYZcb(1&N?tw211phSR`5>?SW|NiMb~V4MS|!U1(BCVn66(*IB$<#I(C`$<|CPsu z>h(X5bsZIogA=Y8SLhPPMsgppyg2jKVZW%bQyiW*L)m=6Af!_c8t|{nnau^ujT<)z zS@FU)K;s6}3eb8%W&X?5!r+kQ%9#w_XqodnI}iP~a^V&RMn@bPLRRaE@B*Pl7)q8FyT zwpfWp*=shs2TV#nJ11{l0#h@MVq|Ml*f2mmEnw9FdOTu&>a@H6zh9_1}Ab;aYXwb-?`J9P_IXMnQ&3^ z(c6=$Cj=RAHQ-!#s#K3_k!1~bh(@TXs#zF6Pahr{T<#Z*80x!{@NaVQ9EWt9nN)FJ zw1(p_n7L%V@>e%i?oAxgN%q6{9Eb0fwEZ|}c99mi#rowhf`?e_bnL6FA_8BW_g>;B zBV4K~iFciUk(nTb%WF3B{HW#lPIZgW zieG;mpvE$u;*i=ma~ZFSB%@0NA||W#rPK1{&cmL!JsxJ9(a2O1c`Lm;OlLRgo*suN z40G256YFgZ|CrpyKejVLlom#x zPxZhtz#)^6XLdoC!lztb1Y5F3t;~ZpuF)wT%?rK=yZZf+tWdw_3;mHYT|6ILwKg1Y z_!l18>%^uBea7J zc2`;3Rqs_X(>kXcb)IfnoX|g;!G1Tmfz#O@KIPb;T?NMPT4Bv>(O~x0MSQu2TtELCb)@Lw6Ii z7`aedc9>W1fU;DbpPivM==MdXzbzbM1d5$d`3fbq7IS6Z<4O2ge<)!cc><8!63ew|z;j^P1~%7Lnj~C=(%b<9m0TVwtkUC`dm~Am7mdnfo^756&GgC&t;p9PG zS-JzO_^+sQuT7n~ObLDurw@CP^4+-bn@sXU`V$lIc7eO=qj!{c=HL_7=J@l!n@C&V z-Sj_g_E8FS9EK%jea(RH9qWj@MU6Lj_{}5L!H>iVi=)Z+fkVZBzmyeD`i<+{1p}jWucGIl3y(ylO*7W; zVGL%i)5`u{ONUDSMAsF@Aiu(vUZ7d6jZy0Mm2>(@cVRHP>1~}2++TswWLk$HzfK%! zmYGf@k3$MiLn|XA+<&v@8Up|B%bRbypV>V0J4n?ea30#%(uCKQDZ|QtBwD%1fr&73 z#D_JWbN#(|&%=FXTdnP@x}2Zx5RUWiyxqq2JFH51+Ba^$06xHLj?0XFwxi7@7axVY zm>0rNH|?S7AAT7f&G>=vWay!;6Z<2^2)nvEfUHMaQ zKlErfSeAz|I7Ub9G9Gv4tF^%t?yuPjBsF;M7(@NuYSeGQ6xTbxZ5U$rJ_>*J8Kljx z=rI|!H!HzdRX>N{&_68-m(~W+!WVk@)L|L0@L)hmKjZQJ(4Vc@pssw8II%b+Df7!e zFtDmm`x|gYO#gAyIS*-VV&MSKL}eJOV!Q3J&U_UPwpFQCg+I(9U+%xj4TCW#Nj3M{ ziX8gBGG~2y9)=%~F@Wi{muJ#^#u@%0mC+iB2&=o$%$Q4)d@cO|i4XIB9~G>*^^MqD zMgbEYFD=sPY6+!+YsoO@6kp`QaY9_+A9jS{eUE*xeA1$kP=v9vxBDf8!(RxThke!A3N=kv7zB;^Kf52+XIgFx-IoMA8XdkJ{u4w` zid-O$Dyyx!?}iKf&!?O$E-IOHAy;IKoG2ARqfqNto-pLhdL2uzh15pD3 zf^LREc?0Kb{6Ofplb3sh*j9dutWG9_6GPx7IA9W=<5WIN^W2L2#aRcW0!I9Gwt^}G z-*Pw`M)Lh9<8|#Af6GDZ`u&n9eTBzeH)vtrOII_MF|)Z3DZ%Y9orhN%)9*$rVcJoU z;v>Eb+>ri|Ix9zfgUM3X{GXGNim(KG2_GNKbBP+L#S4qT{4Ps=nZq^7EfL5`&3rma z0qT(k&qGFeqi-UO2_HG$0FFjl!uW#)N`y2|?2w{2y!Sr?5Qoi^mpz2hY9JCIrd942 zSsP9Es+l&)O(iZ3F8K65bUOO6R+O5?S15wG`r&$G3#%c+PRT+(P+JTJCZ-`AH6dD* zxT5d)$nOj`w;`d(g28}@+IApX16o92Gn$fNIn3P6n89#=!`t@dOO3Upd~|=> z1Ly76-bygI zS!TinO;eUi>w6aUK@3uP`t!;20rOnLUtb4asyjBu*HztdKaU3%^wuDCsEM+>%b#nmpnp_6|^ekcz(Q2I+H#2SvWX zbJmVOCz^od?ajR1olpb`@u%9?yMbfPSQ!Q5^8w@QuoAlaAq6Wh(Z87SKtp$XJTg&9 zFLK2|@aLcXo#H}V_gC^u4@xRjTEFoFWdf7Fbm8~?h|!))EU?D$PAd`G=x`_4i`A+E zxm+4>Pj8Pr$?(FRX)|f$?v9ad)9a39NpKg#Ji*XW}ruU!}1q& z>A-9$KWtvlMc^}1-Oa#{nmAer)A(uiUXOX5c%FL(fMr&WV*xOm zt2brkO&?l7(sTJS+2tjF$ZQb@VmF&gxhxdICvknd_&Su`5DJ^OLjW)n=oAUazup&m z+t;BzZXg{9W92b#UOo@=zF{C<_4`uG^uGZ$A6RURGS<$+8Xvawn?thzgSmtNX=5L7 z-?#{R{y>H>N%GD*DJ#rP$LUIA$+bCL7qB9q(v+2*J8&U8{cf7>jt(J~wA1(i?<$0b2WeX z1oJ*nXE;lLF|(hm93jmZ0^n7;_tjunAe;jq>YTLb`zc=0PSg^*AOs7MwPFF#Ul)SjVfjP-l<0f#(goTEk3k% ziqfe!-cr?Ll>cof#k2BszUbNhx2LAmQM6T^k&L|#h`?a#RrhDvBj!>{Eh*Zwm-C`a zti<_K>UR(6qKii-a_VNq;MN%9PX-I}5rOeBr6FBw;S*~S%_WjH`T@1Ka_M3Xzn^4l z_+1q6x-V5MaGYa)fHGge@qP;8W@xHmu&-i&w;xiyAY0Wsz3uxmQO`$8_XrXWKEp!| zXC`gQ8R?oOBEZY(a&12|#ZI#N)tJ0fo^Q}NqWiu7}VaH$T50fbT3D(qHP&<*vlnWt3F7fx(f3rz^)rK8;wWooXa9RugeWg?J+7<`?5167sIA$$X78{fhr0n z4>H~b`>EC(?HQH0-R5`H^Cwu1GzuK6;AFef2xgh%Ge8aCp{X4G_eSGyaSH3Zbd@pX zPI65jFYRl7sHW}-W(YwGGDkTV3Eqn8*)M`6jeOhx3ov2R86AFnjCPW4x{zhw^$|I_3Fr>!Y@ z`tG9uF%c#F7rOV-Ts5M502g`7>}_f{rFobUQ`o91f1l8tz17(KEZ=$9)sWLFXj!1L zeV_Kai9N3E$;c^Z^CIQ@4UQbvC3rH3uh($K|D(5R0pMIiK;on2N+>#6&* zu9rtp%}Yq1uK@|E|U z^32RL^Bx?p>dJXODu{ascgb?5gUg*6sK2G-N!ZZi^Vb!^*7*53x0I@D4}acOK>b69fgtWYj~3OUZ(Jw?DF1tuO3nznLfxQktIPTAbyUk0VI2`@QJ6i^Q~XS zy9hneK=GDM+OkniL$19`lYFckd>dSMySo^I#Q>c=)>|pRawwN#L4QDvdIqdUzCIyw zF*Lwn;*=f3dXq^FwS6x1AEP{9kNYjEtHkg!OBbyDC@pafYIKgN&Lt$oS&K#|+CWO~ zN_;{lVD-2$VjJdva@|u+jADJEOy1m?u#{Rk{3;$Farsaqo-pL$*Jt#srr!*qJ&F_* zjn2FAg}kF(+o6C~xmDOtedpa-`E=3KwT=;TsO)Mvm4Mp8b;Zc5VQXpXZ|R+?cCV+U z`EIe;95kMP6gps|Ee)UuCnbkJ>vX2oy zc8zoMtITZp9dWxxRP~UWzk1Hr{n}g!`LiUCrV?A0KY=x|$-Bg**1Ps6t>@XJ2@R}b z(B$iu6CDK}l%{$-Yqs)^VOjj3VS#3e>h_PboHrhOi6`1YI`t`m&uXN*=xqun&}VG6 zx-?3;FZ+#pw)XfFSe}b|cosbiRA_7o49lGFObCJk|LH6Q?wlqpB^$UtuLA>}#xhN) zcxpFpOr_1<+q@hvKjA>Z>>b7$X{adb1t5Y3FJRqyorjnQqN9X{xvi}2?cz0FT2DEF zw0E4n3l&M-?dsm)I%(s{1X^-6w{{pI$sAOxEWZ}!uh=^HpQW2m zAI!}Ea^RDiOP7EU!|Z=ad;UB<3#)T3o4fT1j%Nk~jK2 zt~t%Hh*azxC(f);;_HS@y`EVRHx4+M8s*8I<~u7O&jghi;{)_u9`fKaV37IQi28Nl z(!hGOPO2iX93~SG92<%POtIZYO~CR9Y}^7C24_E2tsPQGNXb^r@I%acCP;;{pa!1Oz%+DggfwN z!Jl8H7iTsMuBMM}O9r^YP?|a;dOL}YeRhYMzAykZ)Xo5&DN28frG5KH_5#vNO3Rns z2y+9`m;8){Wg$bMU1hr|)&z!sdx+>uubD~P)zjDEl&refVj=l?O12f;#yRsG`^6%? zj7J_FzhEt@t0ZThRiNUCR< zg-{{L@?n3$hdype)imn;#{TxT)g0=xr@5mS{-Xa~UQwUij#;3G$_cgnr(zTlb{-sA z`F@A@f4O}vkq2ex^+q7PMMYaDbnFALBz*2F*}J)6sBIzJcruQpCI4o8#p1I*!Sg^) z8~m+_%+2o`E0CC;w#*r8$0OM!JHuCMF13Z2UFlDXVoivn<7HOhYlKbYfxekDOPBbx zF7Abq7a$a|ahO%%>3*XYeio22#w|a)fgsdC&j6?A%W>kxGi9m%n@xe~z2O*wtMqJr zA7=np+LbJ*^Xn_GNmFo;$$kMdoP(XLr<*W{8N z>^yV|G0{z)NrFSSg2j3l)&sE-4rNT z(^As4X=I3a+}k6frt9g3e!~zvsHwR<@>oqNw_cvH^nOo6P!pA0liAscnM78vn$|s$ z^*SumL;3w3G?p)xGPWMh(b>LcN1J`Na2zGeNY4?EZZ~zMTtPrndbR}G*B~^(jQ@kHYs$hw8YRoG++`+V$KqF3s70%aM@wp?Bar!=2fj zsUI=BCb#;{s#RxPO=*o!Jy*XkUOdN{mjVlN`L4R`_( zImY@y$yN(PuX^fepP`fL)hEtwI^J)~^LCxawGXGVc1@|YyNCJMh>9J?{V~oJys>KC!@c4OxT|&c%X^YTIt?KUqwRD?6Lk@YwDBJ! z&#X|-1Km;pw=t~IfOu6Ku)JLv5BNF8{Ys;wS+R&c1!1*_y|%wVgWLt7mp(TB_Zg{H z!x~>jzp;mLG4lce2(Wp*dhVFS?))VSb(NXnM(3SNlLLI=4xEVqAea#XfBWfe0`Zn* z#v6a!hZM%g`0%kQ@~hQI_vr`p61APK5JoT{!00Q-Gq6qNJo+XFXjRm!FKrk*gWWk4 zpZNW+;Sz2ef2-*V#9rz6@bjhZ5Qz21L1W)~F~>~r>c{po!(UjsaAm2BoH_w*=DXPlW&eY?Z6v1JHR79sMo*yn<@lvdq z`ca_z8W*p7zrp5>kmyeh}q@OU9j`!)E6T=x4Mglw}(A`$I7^ zzrG(2RfltwJJkjlRIg3)a@@PFP-aZwUz$&e$TB>dt;IA{u5MH_JApFhVh)gbNAIZ# zMQ^Y8C>Dq4(HB#e4{hvT>Dgt7h-Ha=os|7tB+GaX2Z$qo7>eCAk_&VjT2fXG1h)I@k;?3}+6x4-V37}+*jlV_5&Gw(FQLd}x64xkU^lIz;Yzcbe{4dzWA10Nutq!(F#E>(is3$Hj@=00u2_49u84OG3%CmzJ5VKjjct{QEy# zfY=*3q3UnDIQAWVl1u&912{9RXG#1l^E`UGguv?$ugl~;T^o4|(%B#L8P?bqwLig? zM2jiR-!ZNPBF*?~T=xKJzXZtmpjN||tmX&%^)qPE&BfD;+Th&GY-K>Edc|)Zg4MfUZ}Z6}I`hitN|j0KIe&&H z2)NQlG9~9TxspewN-52Tn5y7y|HwA!j)5hK1;c8KQfTa-`P5g?$U9D6e*OY8a1HBF z+rQMV8S+l5XX~1#$E_A>T5voXR{XVXn4eKT|0@39pdW7NJ|nNBKnb*_@w05&dlE%9 z%f1bpv;)p>%f;&os%P5Gdw;%AD|i*!qHpPg%3O}zr>~5|mp3xyqY~U1&2lYxQ5%)y>|9U$$C( z_ziB25W|;zTj))_&|sxkFxj%VOTzai-fv>#U%NxkE&~B&pZFq>H3DLx6*sgd>F704 z1F!}{YC8sCUFB~XoN9om19=A(Ztj+E{Dt;$&M|2^A6x+k3G7qPcUvD{Tc1nIZbrjL zay)V>GI^RcAQf)Dj6q%?Bcw8{Mb-1dXX1?_=WnXJ+}Qs&egA*?Lqma3QY^*Bx*{NfkracsK!*YzvWb0&YcBv8aIFbK6w0NVWD4)O-C( z@;>_T`8Q>YYfZSa=?M%rC?QR{1;xp3eCQTbfBOV&Zdsv6gu#Z86!O=rCmTrUEv|H= zXt)y51fi>?0M90FjEUI~4XhvgwO!~qt&$D&@MofTk)^p+2vlrgzrBC3Ty+nA;<9jy zW;-GfVM=ph!dDKszL$;Lb48gTbF70?u9g1RdDL{tVO_)OR=|#0r&yW@6m4LHhh#|M z2&BCRm+3jQR3-D(xPDhO1Pm>$sJO#kemu%#InvJXXn}=FJ*&|%x7FazdFk=d{691_ zzaKQEhU@%jP$f(3eS6Acji{gyKZ=%?_GH<>XnjezEf370;QT_}*ul#nY2Lq=OPZ7^ zInxBix6X?|ufF80V5}&w9OgY!ALA%9QMz!uHhw7eimEQg+Ygc8b9+44TnbxOu;W3Vi($L^v8;~#WhDi_o2xQf;dk`XOYBNZ(ObP@5z^fy z0*&3>U(n+}+{Zmlk8}Ng;M27CtMg32^V?$Q$|kz{vHhE*ZK7+a51U}vcC>l0IEY!a@QS+ zn!HreYtUr`ZVw(#*ZXm~3bXe`LwKTn-ZyvlV8O|kvguWcTB28YxOGxVWw-imSS}Yf zRj)y7YYXf_A@b?hU)2gKx6yyzUD?(7^~gzjdL|S`+9+)Xe}DZw%3%Yk6t2Iry~Y9B zO(&dj!*z(RE)(Rk%hv`zgwoK+JbYjUl+CmOr^}!G;|XAQgLQ%R1)lYPbjy&7JK2+y zncia$_JjitV`dIZ0}eONWz@?O?2VOAv6OMRaJ0q9zZYUqT366)8dRuPc=x)z$KqRL zjs0*`?b+ajk&~LAUjrHB;^KcYz^pd5svNl&?lk!t^;y}GhhOhO(pcJSeR>Z0lFF?a zsRe1Ui{scFzu{W?iT^}OQm;#6sbbv7S;z(X(b1gCv8*p(qS6c7f7PO zuJ-gFICH@btz+p}Qy(}X{YYFXYeO$k?_*EXw3kCuEKAUm;>!e5Z0P0s{FZ>P*3?2N zXTD_rw)}kM!IhPWJQT2epMVD%4ONZlNmZFg1fG$*@jxzWNqz!TOk|T5jkfu=y0d?2 zAgRC~K5-pbR;vrY@@G_5acBX{Ow@ePR^}yc9$)TjO6^-~BP7ELRs|%|QaeM-0X49G z#|^QEZNyg0WMn`Nq>cioTVKZo`RqHAb?k9bHAw5uE9K=CLk+S23Y{LCD;Ku#$x^7X z)6&MC)QFZ}`xdYyij9sllh3MC{w<&o5I_HV!=0c#1c1vb)il8G@vhkdVgR8SWuco*A&~ zJZ220r>EOc%|%WoM_iF7ujSrkU#gke?{um(fSQjj$&Kl8}3*XUO3pxT8(Y$w!2K9eg$ zmT4-slD*p;#(Bo#=wkc$)%f}N_P&~7)AgQaK1-S@2V(^L%gD@X1#^u!Tup0&Bk^TeO7y=!{?kJqC`)}%(s{FekYy{ZR13Aeo~Tjw>)|x-^PyMpWYG>P&kkb-kNKZEu?Zr zjjT=SxXehpQbzCD)1t-|bspFrzXq zgSg~af;&3@|52?|g&DW17119GV8~DQnbhtR?{}v-$(XKa>BBn(#aP&Z2^2r_cNz;z z^^vL*dSf16aYv6K>qA^;W5Pm}_u+oA?5zas`uHojj#Ei#cT|TtAlkIK1-)&QpD&?5 z*9##B(49X1eZ*i!?WRW|aA=gvgi*l@=cqi?3E3V#p>%IDxvjNCogV9LHuN5^!N=#R zY>{QTx!$`)`ciFu0(@Z(;ANo7fXWsj+$qujblZXPGgDtjxPtiB+4`vsY+^KrhK8oO zwS=#QsFY$+Fzk%27$|b+%m`Fyb6+3Jgetm#(W6$+6M6wE5_)$SuSmz*b0)WCS^Wgt zwr_|~F{j$@#-s6YZ(_3anL}4oDh_)wnqKaK9jN=V!e8CjK=fCS{b_^@|Cdn(O7ATH z*#C=N{E}J*r=kPZ@~rnFURM@Za)>qWWL&1-Kwj5lvmc6`HaD{<$F`sDq=m6_C91Fc zWCxj^`+ZbeYvb(tIE{;oGzr-N#-;{=rVx7Y)*baE>2QjTg`#6K;lt_5WV!XEtNeop zpLCpoGeBnDRfo<>RT+b?j%r3G-%E=}w%W%c-It;

sI+{jPkC{k7f%X{e$v#@3o0 zKkpDVMLszrpB%nG`A~jLiL@0UEjebY{%)y6w3?&G(N0c2hjqKdd&fRs%o%?&o$Ldt zW1w9AyHNOl+4Zpa`A26h1<0TQB#DllwUM~}{PiqZYEP$5jm2nZ-%-!+BJ4_E zrRXdc%F1?Yq6O3@*kdb7N;7tjjJb2ctPelwSo+y|W3&2`i*w2ZWOWZ#3%KhqQA-0F zW|}~N+L&)U*^R!lq5z8Wn%+G5VVkmk6&RfxuOR2R z2eub4A#%vel+G69%|Cq-+22<~;_EhH3b79 zTZMdazhW%GKAhJbC6H_}ax>Px(c)lMar;%;fO0{GqEDr9PB*a?GP?*C&ziIXYQ8oe zv((b7szw3@;VR`BrwbFMwy5WEyHY8_!w8}i>44XEz-D4@yHizOQB@JPYw`DQ=aR_% z`=qMii+9)Sz7{8*3K@BWLWiZ+MF!8RQHee(cQKnkiX39_yUx)wGL=Tyz&X4}0eLe* zWq(`HZ0}sQmA6BQ{wYGGB{g^L)S7*U+2QV+a4)$^y8?Ddvw=YEUrqMx3%wKmC<^YhIGH|>DD z;2HUqqQ$Vin3eu+&0W$^HwPLJN@ky@brS>bDu2sHSWT~O69}6VsNBhMC`2Ptq1E4O z2uZA~FP4f+-Cw$BE|e5&8j9d&$=dg0(nYqai}=Ua51EV{daoHnO1U2qXn(OqK%s<_L&pbhDSIR`Q3MaDN} zBplxsazX=_RIbJgM8WGDOI_R^%vg$V`0Y*=>&ZNL@E{ig%+tqrm04^;WcJgvGCU5r zXqARDrNzE|pX@tCpYutA$2xyc_Ogo0_BH=yCJ`qa1SD|x7VNP$l-P5l4|+DPJ$FCv{yZZhQ*M<*1Ad61ts7CDHnJR*O%XQQeE;G-0GCe)Mb}dd zeUGL@psu@i6S23i`zyO_HeE!FI;upMnE#QZuZ~sleAce`x#PYXpg(I}@7{@!jSLMP z?L)Mz<)$0y*~YN0(|H>&F7`voz)=W$>ya|{xxS&0p)) zuKeMFlVpZXx|nR2YYMRio?VlH87-fJQ}D`{_~lv^fK~ug7P6y*z`TTth+*FYPn>n^ z`WJM&CD_3sZBoQmyUIJ1ZeTB^W{QLx{=e{xyc{{W> zZ=STAaB_SHTO^A64vRV9x*>Dxnj;VrVW3VWB|tQon6^%8Fgf`?S>9Y-{URlnrCKIC zDdf=?rr>)3pU)4tmWX2sK9ZTtuLi=l!^R?+$KK@}${**&{412nE2wm37f<^!ui&H_ zb>1QV>F5QOio4sx<<^&3tmw)Vs6(4`QV?%;;;3xVz>s7<9K%~%+r5$4!{ptm3u-ay@eg3w>dIMN>(Pz%b{wANgCZ7Te!AHb8(M0>5@0N}E40eozz(#(c&NWmf0? z1vuA2N%ETN$)b~Gu9TofdV-+CZGS+D$(_J@dG+3y^Fe80NYt*4u4Xk)+c(yXM_Pe3 zuLxMaP9{sB*MRU&#&w}tIBuj;JBvlE(<^5hjZQ%+0DIP=8Z&St_s(G>78LkmI9obb z*fL-fmdPZ=0Zhv2A)Jq_SQ#_ZP5_zK$G`OP z+dQf2>pwbz6x;vzmXF@&K4URPyytQhPqzu zrXRkdsM8yd1ykd#jD1~f!n0pn^65F(TDJK)u zmjvY{!=cXCJ>wSaWg4${|Lr`63o-t)(^Sj)hA zC1RUXxoL`ljyvbAJ`fNh0KW${9hj;q>8Z9;iVL{~&ZxzL2R#@5=A5_cGpU0kfInectX>f(&;8Vl_VGD7q3-gpzQv#N=}BkDE(@D5u1rpp>Ya z7FW}mCOz5@B{3x)aN%M&^3(V?9opDGd|H-+D4QN}#nri%@H9q!ul5@87=dlbAL zxCxrA*J%6jR-w_ac7A8dIzgLqO*4OTX*31MBMG%wfZLXD__4(hpg=o;y}k6l7}Y84 zU`rNRjz>}`r1{9l*M!{lSf}H;F!2JtJMk-j%d%HzJsc_#OP`S3lyX6?4+)bc91=k3 z;1jJeNv+yUJ49N{rmt+n&3@VBMjI!+(7W}WA&+0pVL9p^zo81}e8WTq8t$f%Bz{3$ z2GhO&OW`mRu<^m`_A+c#4+Sk7%~Q&HUaPxca;IR}6rnS9UB~VVv}ag2UAg@c_qUJu zjom_i-YbtsQucS_1A|%?6_2%6J$_U-y`n(jx-Il}dtT+ka!g^|suHhSsXNz5MRrtT z(_1v;^_jDZk0^Imrbyg8_tL_B*}ZbOT;-XY0FIm*gq>^9f>3ZUp0mZMEIqwkdI8hC zLm}h8C`ASV3cItA={t*96+n8acq9j?R9@5=3JsX{Nd*n-Ns|f=Jb915(wUSp70#G5 z3Fr}IePR(zRS2sFbEC4jdaH)0onXS*`*<^1hIU-9-mw2DrY3oiZK#&?=|=1|3uW-Q zeqX(NblJ+T&A6fZhqr|JDqXg@h&lh^RBM*OdXI9@-%e^7QR(W;w(OYE$Cz*(J_Hng zBewl6si)T+;-}zQzRZ4h|F5%1Y@Y%~IJY^F2NiKq)bX8YzDz9N@!l=2Y+nQQ{F>cy z!#*hL-NMo*;nG+VKrt8^suuSUFPMsDzb%DN^C&k<-$tnGo}zW4FpAqp{W}BjECtDQ zN1Ji|9))?SRcXDx2R7wqeCTv8(HWM!EA8U9Q=qLny+%I#+u!+tLrSA$-;xSwl@#^B z&)6P*{!SiVCgAb6Q?n06KL{0{|fT#Ym`ZditVF{WEq5zMgGxk zPNo%gvq!lNKrn zkP5VZpcdB)MP1_Bf_cA|Ca_*KQ}b{!=JgAw+}4t-w|(79P;7q8vVUagl2n#-b!ECr zod$FUFC)7}M?C7nrA8v0D+aEI{j58CHh;Bab+KXK-I~=9k({ARqEm|-fbK=TGePN6 zN#cf+4|QA@kese;%9VIoT{m9s^l zcbCV8TBFkd^-q08MJlRJE{2%(7R7)UM&>>7Bae!Uw*7%Q8F36|W2?EU`x5}R)$t~J zKV*JB`z9#GP`K0!=vttnvg0{lPZcLS_kpe0XVpiy+w#YAZko8PW)i5YNERvm&~M7t zidAUA!C}s;PdZzTS&x!Tl-FReNVJ%Xb@+y9-x9!YA zXQeDNp&q`Einpvq`KU!Vh652wwdIdj->-y0sv!))bLeci!D)R~c)c*5JJ2K+HAm)Xk_Qk{Cy=FbVg?LB-&?Ei4G)y)DIRP_kPD zEOHm2IjW`1OJfDO{i>4~C`UXlz#qGtdJHMZhG_+-wRx*7en^y|-{;TnA!c+6_3Jz7 zA!aM8g?0bdaJN~P8LNCM+HN9%(uaKeZqgjPhqnQ9&aHYgPeZIu1sQhIRt78kbCyP< z%t_7ujC=6;{)0I59|(&A7JT1|yUyT^M1enP6JuVB7Qf~cbqAU_fQ5WPK%ZH71 zIsk2}_82~ZsaN-68vSFJOx-%f3T(=6UhmZ8r z8*rB+`kY!~@Gb3ApTA7)5gxC*XPo@d>aX)qvzUb1@Wu#WkB@J4E}{}THzoJC8ii0h zVHgu{PgZm+aUg3Yjj3y1_f>OVT>8uZZ~Mv@K^6H|wO!Quq*B7!1OYXb zRfN7kgU!Xcjse%g_#vp1O;wwq2ASz0ri&;*fsl(C0O8 zl2*tnS29(8Xv1KvXC^CtL?&rVxD3f{gU$@&Vkscnpl#I%=&m+x5ZRmdtUs2K{2iU> zyBAib7e8~zU%j5cC+LkUh;oik^oPRZ&16Is2O9`&HV`!hQu?A|04IcZ^SOQ~w(Y(} zaA1N&rC&V!b;!dBc*^?fevg-$U5H{ml=9r&>pNPZzE-c=j5sKV-i(*+&K}WoY=(32 zurw;xL8h-n#xq0~?nROypphrZi#?(ioglS{ZoQNJZ;0C2-L-)s51i6W*Vcosl0R+= zCc7Pelg;}=O(I{R3J!e|*CYv+Pe$&Cb4p3dD5z#YRPMb=-H?HhWz%Avf(f>c_I3^{Q#MNjwAd^AddOK*PHQNjqO{UMF{_ zN!^)ktXxVh*kiXLhk0pYgMvQ!?u8dpw92xPv;AEOVFHM~ecaHE zh=HF1IjNs%{ygsUIOYAA`;N3q0Fk0&y96$E|IT0o-A&Y2I)XWKi@8e$5lfGP*qt9# z99igOj{aLkE3Az1s%?YBHAZS^b`Dn_7jty3LQ3%zRy_T{J#s`Nfd zHeZdd7T%mq=5v{ohSUy#D~Bvjvqq*mvB?EjHicue)C7Pv1U{PA0UNKKYtO#QN2TRS zc`s6P@IJ}r@SVP)(lR2tM#R%JIkz)UhSR!`h!eNp+Zd8*}h_Xxhc%;n+Md@ zX={QX0Fn?>7Mch;ZLBviDF^6~W(a~Djh}Y+$EV5F45rDYlf(V>Uw_t>mfY^Ut46Olm*jfbtW^$5 zXyg0lY0Il`%@{;{Y5MmF%< z+1EFYd(2j*o4P{YhVgr?y)AoZvTmJQ;W&HNRd&V1DcPou3p5*7-@c zUv2WdHm>xFo#eHy+Q@djBOkRKMa7yci(^epk8f|iXg}exqv_z?CC#05%nXfYCaV|b zo(ohV*LB&Fr+Za5s;$+#V)(Di=GYK`Q9))IRH=w-rJ6!M(E`H)h*qzf*4kwur}&kj zwtB`ZK+2XOe|&2w$Mz$Z;b(8=OrE}~&(PWGn6!yYuL}vqf#b7b_L>-*SF+Fa;=8RS zA<9&5SJw$Uo)MeZcnJ2eV04i2*?;cnlLF|~ShtExQdG&0)P8{s4P4J|j+5B*C2vAX zR-quvrga;JIo&aF8kLlLI08+>;dnG-`5f&AMHP|)FP@$Dqz+Op-RoB7h<|6-6Kg8c zL8lBky!hbWfD12xP8*uWyhK+U4A<#hjVpFK#)VSOOQ6eoqCvXVKP@}I1~6PD8u0ZV z7*ah*&tiQp=l6U&B$RnGxl}#-QHxxN-_FsDZF9FTg%M~0eGs9$lW*bCzPl48iSFcQ z=r^D`@LNF=W}~=UNKJ%q_s6=6W43ZWue{&CYQZF6w1Ys`cK6q_x@M;d?gOim;;j`B z(_3@7rZQ37iGO9hLaCRju^)=!Vs@GA#PPVF$0031Oyc~$GfBo*0JJSCr1H$(xcx~r z>qV*P(kEp_&gPe}PXZ`ho3+V9VQL#|H%N#(pJAGM9i|@K_-65lLfTgZza{Hk-)u(Z; zoAMC{2RzfH8qVHLr{qe<{Jy@F-l{I_=bJ-rKeGIP4CEhp+78Bew%L{stmGbyKw6f` zwHbLk1M=X-+^ewB$N3Gmw?@nAHEe`l_p%H_cJu9TkoT5T<(&ahfJHN{`A&) zrk*c4ZGH!>ZrOOxPq&4RuU;6^P=YI<6*aBBil6ke?`^g+Q8C*&W;>n%8O1}7-s-l< zh)tWPl=ltU-`;7pw>G>Ww!O@6VjUyo$g)2nij%P4hhW{@CwK2@03y%H1;S*xI}16- z)jPhhyI-lgb!Z-kv71qM#U$W7soWe7yu$Z>qAb?Uz?40~$5MtbrT*=PzehC9=NJBb zep-Uax*UU{sy*!F(!d|yPiUZKo*onzndaTnD{OwLi^5cz)xLEa(7D6)o}tR3!d)ho zYn$VVTN>}hx~^FAU@QQS z8-b-n>6*#z+*xl32LL|(HL0W49rA8>qVEo4{sCL^^}Sy6S#EshaoYU?-H5quc=pD?@jUPB{%FdyV$~yKP?_A@{@W#GvFJ@g49v&+0rTL2Gs-j$j00zydENX2?J>}D^McaMUHXh27>&U~x|eAH&hrH`;w zQ-f^mHS*@)UfV6Ce4q;cw&6rA<0%f|Z9R6G@E_jqH{Ln#FAf{jcKAdz2#aym70q4( zL#aB(YZF)qFpE%fW&er`5NL?{g+_8K(EF)gxUI~;KW%xAQ@0vpji=F~KscZ|dED;- zXNYk8(XSX6UtHD#Akr5beG;Oow-9o!hze<#V<`L*Y2;5X(0o#LY&jqGPT<~2wT^!R zS`cC3m-QuG<21y6*}@m1k^#hlhl44$`&zD>JpmUU?r*RIK`8ewY2B;e>v+R`IFhn= z9dkLx2K(}M&7@$~Q3!OtEC_Kx&_Xup0dkRokGSp^IA4}uD)#oW_))a1$9&RsgHEx$ zMOtkTB-$S6H~Grke;=pYGfc0hzPV|*_yya)pS=6-j)mds_UnZUok4D}p_Xfv0gFU% z3_Qe~be)FBxrP4P@LPAYchl+Jl*6iV3$NZlwzVx(@B9Vkcb=VL5HH{>ZT~9Zk*Sl% z9tnqmsN76n{jBn*JJsK+xpnc5P*S%dcroFl6yTx97ZqXp>f9?xhfwh^3I*|;-#&_z z${j{2s?mVRh(I{`XH)I%1RZcvy+_FMZni4{b%Qi%!ABy5*V>8OSGnXjc=pK2?s6E` z)+;#m5&|_8>XmyTO#RJkgg;5?(U^V{oDw0N{#k>(eqH8T7Qse$8?F%FX70=0>Ds2M zp1<7evH2Fdc@xTVH0DwhYsZv;6+Z&`^c`a8H9~4;*__R)ITZeaSVATV81pN~$A7C; zbI9`?wdDF>!a%Q6L4n7$ zAdjG-*xl%U;7nd^#&Z)6;bx5+F!|$UhZQ~*SffWi(${je)5}ZoG$)4k+QY;@c$@(c z<<w=*&0$ep$xL0~@=tJ^aFNNy5VqpBW>552%%l zMq2HWo_)eylutm_o%*UtpB{_>4wdESBTN9_6?}j@YJKLCeoce4kJE zjV1!So44pA|2H;8Asa%O3arsN;0K0W_wH8o1NjV5v5dU&7@7$3vQ&-EUO!NJigSm1 z&5t<<12lsluru`vc?%B^EH0{q6$aUlfAa{s7)5j3 zb!E!7p`W5>`G74%jEGmL01{XFJDqGE?W711mD~BjaE|yq8{KN~Y|b*I5=dA0r|o9c zUL`|ca!Iz8P0i`3LlGrF*HW?%? zV`o@K=S#DOZ7NF9;Wf9I^NgL*>W%p6>70;ZO2_)`p>01~$%$)>cW$cX(`9|E_l%L_ zXi=#Bn5@q0jh9!KJNY_g?I$lfbI0ai&>GTRrGQQDgkuUT_qQ6rXeGY5{!#wl33E{M zgWj_b!;pxVJ*gJ=Yb(?}%yh*I#|tEu9IA5s?4It1KJLS^ zTE~5ecX?Dq#|X0T{)w&6s&S0}4FEBXoPD=!B;?9VA0{bqg`J-I>LFljc&4Ad>{0y+ zqxW0zsi?rl%6)Rzbd zpOSqjtBAtAK^L>km=I=y{4NfU6>fg!Woum)wDT@pMt1*9m181K#I8b==Ao1wRqpdv z$WY*1b5J}}^^r)vP(S#+5g4h(bK9G*V7{V7e2UVHdI8{Oo}_D~hdP<(uGmBnwFsb)O>k|2i*M(FAz~(*A7Y`Jw@~9$n!0x#_{CqX zy8QLy6^GT2Yn+#2i*OyoNl|b&V9eH!YfrV$EVo0n4F-b>HGT3??&?5a?7;2fayFJD z9I>Ay1^aX~%)tgbwg(=B>f&(XUY3SXob=}hvZSHqZ~_Mm3>Tp?Fh z%T;pvq@l&^RMGvZo3|gazrE}3GB4A5aj+y`qNLacEBnLqX#hwUbO?>lI)4JIE8lZ1 zWG1%-4F-{F*&Wn{ONjzP^53K4r&0N9_mL{wK$|@>Ps zp6z?H z*lKmokyiggQeku>y%Hg#oeTJhnpx0VLJcJH*jDVnw(F$U60=0WMgZlbcB>4qZQx^?cOdbGlxEe z+df^pvbaGM>6Xy=*oNap3n8{Y!o6?+1*y>pB;PsA031wYTT1z<6p`sWx&9YbaI0EL z<8F$&ggFND$- zf?6#+fv&u{s;_65JZeeY1y(Dm!pRARn=BiJD<0Aq_1``x;6&+tt2(q)_Y`L^OB)%nl>4qrbV9+W5dt>hU5kVVb`O!+r{`le#!D&)_L@>G@APzcxo& zI|ZYLEIH{dX;9!g7j!#6Wrvx+upNZZrC|MVT2qx@a3~!qSN$bDopo%ZbJ{zbc-z~} z04dx{O%Ig{T}@7L+FI;H#b53icdR&+WxMcDnRlPPH4=c<0}tYE4)=Y`xB8}1n45U* zfa*N0O~sHk{X)!vYkjRFm`1J3$3P9_RK~@6jDNtD(j)%P z-}GHhrMX+kJx~#PJ^IOD0 z>zXGp%PaJWDtnwmQm;|{^g567@9qt|vg7iVn?BUfKbEm}KAQ<)T|$&0Of*VM#iq}O z`-Sn{vOWc|E^3Xg*a}7oiIeX;E9(amUS2Yl7255J{^H={p~^}lQju+4d#y``>l{)Z znpx*UCM64+8d{Vq%HYddZ7+P}_-_;##us?17N#S&0zA*73u}0!&bxI3lg^zFveufv z=ipM;RLbUM1(3$Nol?*xHF5z3_kzFr*lK8Wx%V~f527vmF^3tIZOJdFlHVoA4%uHg zYCSnAYcOkc>BltYwkv|Asg`wcIaTLQK?KMdeD>Y@^h6bgJHO$VstKPp1;0~>P4kD*zsqe1S$3xylex0GM9Q9YMAX(k$o zjxPOLqX=ag2AO6x03~F_=qCQsX{)Y{HCA9g&m1uS=F|JV@2^Z;7_+~c3PC*|%cQfy zy!ANadgQP*1#+loTY3YRt#-_li#H+`UfGozHzgK{*;NG=I(+o?@Q zXU7V#^p_66J0!6fohZ{A{w4OfgXnZ+3pkFsyF>HFUQ3<7Nl=RW<%qPbh-xA* zz8AJI9l?=g^N_8e=$|HChO9gne3*5&r@OUv^XBQviTm*JR6N&7PdwN964F=`gl(1p zGarUMVeW?X^{>svwwQf{zKs|N3NpJ0 zvjTN!=lH$vIZDjk2JEq}uffBZ!?|6YJtIWQ%g3IzTaPzPWpLVs!+LUeZ6ynW3EX=< z#ENLTR?%>oN;4YBXnnn(eO@F3c8DWL-&=IiGwL%iTlU<#JWoWnTZg~OO$MIT4r=lK8rY8C(Dl_vwgU|7`rPCrL2n_ldTX?NcIoaty*()(v zZ!oB@pWYer*#L~e#-oR20MQH#@VaX@HliTFo}8Q=Y?@eS%R42XxqJOTbbSR>lwH^M zAR>{1c$_NHw6Hma-rAQ_J zZPkk;PN}}eMN$MJ@&(A_T2zgXk2qNF;&dLCp7jJwKyN$7v-9~+=rzSD&!E$5Cl&|q zUaq@MRc+XE zmyU-$`yXjYaGQ$dC<}WueN~CnD$2z;Blv^8PKC4Hhiu-92PXw@%U4A)Hn@H{EbCz0 zjrrGdjtU7})fGkyXl{sYUh(n$-9Hx;E6+CwNVvHCi0ssk%?WWF!K7JM=k2e-e2uBE z4;bj#CdHWh7$vTXUCRp1twwmtj5DSPl$6#i2z9tu#^Zv?Mpkv*Sy!QR6P52g>)(5S zrZ9fMT$no;HCoWM=Io#+4Cv5Wj~Fp7aQg(Z;#PZ=d;U>xeDTTa(yS-;Lm#ju4qt-> z792o^uz^y1!Q=GKCq+)YZ{_vwnxf`Scz{?s<1iArJ+xC(Lp^c@%$K#x?kg+e3L%>Y zY|5~j^X=NB!-du`_|<8ONDX|}4PSOyhpCe9;XsnW-q+0!?SHi`ew_M(o6EkwM=`jTj- z##J)tVF~PTe{Yco=^*+X@FSVcC;B`Kfis`QIk(sRssO~n9MJ>|6^^-mv^#d)T9UXJ z$b46GIMz7Yp=LR~=kdcn%i4V&ZEJ0-r)H;0TU+BGPj@}1)pvyGzAXLRka&>k@>bQx zB|2t!DZ5mc8v=27>`OK{Cy3lkZ@(p{2GIQ2DTTxaG#M;%&(3v_0PejB4W3~09CcXp z!+z9Ap_$oW<<`>y!@XZ-aL5}s?S53k^F~@8Xk_mP<&t7?l|w!vG?mNtzFVC@F1%v1}b~& z+$4c;+i)sS_D+#u66t5SItyZpycG38lh`}qFMs@8r^N`ort%x-1LUFRMQbx9YCv*I z@deI8hd@Xi73Jgs$bWnHS~)iba5hHN?}7`~;k*y!9av%nS1NGh|MuTheeU%0x`%9! zCo`1T7>BU9Ni+0rdWiL_Vf(w&_LdZRk+x1=r(N)uZ=i(|IDk2Ixf2CJI(wQoZaNOU zw*U$}PKR^YK#y`-WfY2~v#u2oN|q!Q8SDB`Q}>Xgzp-ciFN{E?GmWo2j+AG)dEg4L@xBsT3_oBnQHedyyU670W4uJ6)r(dDD zVE?yDLA2f8FSP3h)c8AhVoLs#bOJ!O;h}qESt6iqwfDPUhaO-N{86r8VrWCk@v&e- zuuoq8P%qX+%0+0XWtIWzQu+a!jNhT_PP~#JH|F({0tav@*QzTxBUtrCf&9CSvF0~T zhX%*Ykf&FcRAKt+#t}oWuzT9cQUgR`E8K8vnTO@XHWCm-rl^v*S^2cW%JhxOU7P9qto))mw+5R!H>28zhb3zO}#TDY%LS`o}b&=5Wo~?5I=& zHEj?*pWpjnrvLrWKKNIJP~RlKDZb5d^An5rLkZ0kTYf0XUq8k%QGFZoxn7Fke=OdA z4zLAvt__rq4>79l=~IZrn^#Jhk3i@2sQ-8Eg#X`DP1BkYq4?VrV~x)uiEf zAkyej%MQ0dMUX$6t9CkuvQuX?ASi-_Hbx14D<2zCQxBPkC>xQOjXxcczuS|a%A{0=z~j|b`>FFX3;>~qQ>+-HJyibn1vJ?Z-EfOj9@7$cT=Gylp3IszVi`jV7XnL=mH; zQySeEf__%^zjg%Ei+ZUYbS4rqkS31Zvi%7<)Y-`&r2w0eu1lx_Pm*<6&z6Bc#cJ#ezOQ2qOJ$1`{zvUW@Y9Uttd6Rn@S8 zr303Mu%_1>P^BPQAF5A9Zl(mb4*lyOL+?Z5%9lK(XweV8wDP!YydM0RG1vdp7}Yz__7J?=t5vG(sJ6@@gP_MW{+bvd-r!CUgu`G z;azOl*Rlw~0O>sMmJ)!iCmKYqrMvRux0kb!C0iY^a5IUi!e~Ek$4ISm z-(2Vv>3Qe-6hiD66J)-XWxYt0ptL$VY#Xd{VOw@UnTYPEn`l~}yN~bC&4;zfqt0?A zzgHYH0`*5LxA7!40R$P)>bD)bQR98HI2bipUsRT|P*PlXWI+j)@k3)s)brNw73n>o z?_LT@Df(u4@z!|drWEW@*-uEUzR5c;m!bU zN`6y*=W|W=KgU-uD0_}PP--92geLvqg?=GU9uOjsNO!c9C$tYWX&AlV4`*HddTfp3PdHL3Wgh-cJ!wE8Ngn zT}woFO908>Y3;@;dgU#={L5uj$3p%|{nByBS_B21Fa~65s$S?3FM!Ek`_aUsu6@64 z!TcS2kiP0CUv| zl@vP~qjRao&>Jh{a@z3HmOB2@>-+Wiv%tpxZP6PN+z= z?lvf6%8T*+C20a+>k48uDOwxY=c)AMUT?ns!YQB}*mMXOS}B!QR&^PCS=FX#3)+bm ztV6^<lfa~JRmSr2FvY6oJG-G z?tIXOCU(2F)w(|fCX&dfj@&g5j8phO%=tXJuL#+bAdp9Sdy(t+EP6ptKtJV%X(4@- znRI==Mc^etx}YDkc8LMT$6L2qIL+&f5Z#@eH@jO;wQ4cWS+*>L_>wn+DzdtaP=6Xl z8FAnfG-1C+bMavX6wwX13h zxyD{UGD0`*wIu`r+|!Hb>#bevrRrt+n0qbLTc#5HNx2j$A6Sy9e~5 z1?Rd4$vcIOS~!A@H$xUG40_H6&s#qG8;OPv@u_A~e>Ub5fx7FrwP{>lFthshHA-@J z8oE5$#D(TMF!;ECI&%LI#kyes(zOn;4YFvJoX{4>zd8z&5l4e?cbgVQthU;qq(frs z-78=W6M{lib=9B^ya?oBQ!{XGz*U>MD=JX^qca&8t$NQyRU(E{+qsWXTZI6oH0{yuU;F&7Dxg*TX zjbcWT%i!b)coR#&n*b-BCy!oQ^hbi@;Sanx5WQHrbBy$}g7b4ex;48ERaLFDII?P8 zW)dN|0|~H`JXM)8&X#p5XfGN1mo)#6GI)F7@tf3786)Dy6%k6U?{{Zo-N*Ob$OCFb zFC04aY-@TdN>Hb^P9B|Sm-GF^|#ZX zG$75VM*s4tr}mFmFMErX$!;LF7bMdJ_P}wxb`%YyS3Xbd18%7)pffX^?K7c=x{HI>Jn&Tr0UojH26YH(@ln(6cb__8>!qg7z||T3?C@l7^hc_Qh8A$ zC?pxkG#-Xt0P|Yd$-;UyZK_oiMtKfBYlm>k>)Dy@`dx~4vJUXJG6t2MPE`N(iq^x ziz6*V2F36Q?Q1}VB7BE}o#I=F7fHUdKL|u~WHUFORd9ny4pHIse1s$7j<&WmkG!L} z@{;O5p(W3U*G?l2J2?@HZCy)j6FXd}-5Bmw1J-S=O?2$!WTH&**;q%=mFL~*Desq< zbi?J(BPex;G=cL^<#mfiCZ@tV$DM(Y{u1zl=aAvU=8DL!J5fq6~5wvsMVk_Yurl3+79^nh?3!-e~zxI&D&tzr_P2?6xwCtSXYXwg`BULTA*`R(S)Ujgf?c-}n6us7~s8XWJy ziw_AGtdc@;rYiI^@{R1NA}7#US~(Es2zZVEQB;>ITu8@FRA{1JL|`v^2&CLzQmzsB zIQO{?QC8NgBK33)JXe^^`{YU~<)TWqv?^hY@mEp7Zwf^_%D+pZ!d+H4&Az`}fauZ3bggtcUb0m)X)&F3p@c8U;_mIE zj0!?{l4?>BChqo_Rc+-)3P?Cz?23*B$@J@DaWJyavsN!wQ>`lRYHjlsP0L_SUVExZ z4dE83ObFjR{Yff+7&`DpQVbWYwkAAKCW_7^kyAXeY~|O1?-)H;!&FsHwAB?LZ*R#r z**g$J7Wyx2eK9m+)&52WYERF`Ut-fbUKAr>H-PjddK^TsXRlwHGMuiz{wtHIUM^fiDXs~2Z=jZLorJtnMmq*N9V>T_AStZk4>6{U~ zwd933nWmSp!&vQ@b8tj#n9{WPo$M$a_KWx(S;r{JI4>)lJ>lw9Zjb}LcS_YQnH|Gl zuaW&`>-%|YCt^J&V*AP%IqnJ){WVG_c4m~izheV=Y=)CVOTzqooh)`wckubnLZdr^ z6aadDrU&eB|A9tFO&RH)O@5qz&z`{Vj4>lS=tWV?aPQIz6-)@`qrfz1O857CGf zRVDM~eBuHd%h47;`YZ!9h+p`6K}6AB=YoN%@V1}mK4$~f%t}IqN@1y3+eh87BC{Ve zipm-4tMM6&%$F4pL!gU-L0xmXlOtEphBV^_tRpx(`78p@-;J#;S?Gq7?mTfO$;*F* z?=SdFc6py9NveJtUkc9@>YF-)n`?7Y5SsAVp0Ra5$9#RRQ?Y{0oZd{3$gs6BzW>=zpsIb zJ&aOB#M{#O?D<(-q5ShwT_|6J;JQDq*K5FB8*0zS>Z~~>Q723abA<^@`_UNEC@Qc~ zP1u|ZwT*CreWCu_NS<<&BBM@Q_0Xx%I` zb-FKJkqs#|Ek_#d^8F3@F0|d5A;NAhUUFWrf2Ijik_ljy*DKafT{=#GfW8|GxcY%_ zVm7+(IlLEj>C~NCz`&w9V&bWiS!*|4LaEr0X<-<_315ozj12Fb$oe>8vQ((WwL+_+ z{>9x0=Mle3LwgsENQD2@Ya>TcMqxP#n)Yzv!jH^@a`hs@Ux=sqac1YLr$cCrv@-LR zw91}4Ba>&Gal(OX!t}muSYi$~9vfDZtxk+M{lPy%FF`$2hqyTn!4EXylwB-J3oE~$ za4&xA!F1?LwX8m>DaHBv_!ZvR{2c+?q!lm;HpgnuSp3Pr;BvQ_+51)oG@CBRhv3@ zw=!G4!wYW4A!Vknv24IsLEqX@IowSnuAjD3-x39f-cHZc-;_&b)@rG!52YWR#?6K* zpTGNhY&t*wNU~j~(?R){X1xM2cx#~v|4z&yPQTk^_G_a`}s*Hw&IisxHXkYSPbi`12+E){?)vaqKy zTllNF)`%vJX!VZ9Y-EBB>?NMS`R)@~=6TOpuKT4gXANy^mr^i|gm}_fYkpo<1yKy#s^9t(0}jxwUYZ0FZP$sU)K_Jg z*w%It=E3tDdo_;vqDp}V)RCG`N`CLO;eZFOfu>u(U zA9WP67cq&toMFhSJTM`-=zb^G9X~n@{R!}d09**5o%Ts+ zvd~4z6x;A9i31Ccmx8fW&DNME9u~}QmK+P_FjZ8wmbRnQcFYYxroUy!C*3G>1ZE_* zc<@wVDd{cft!)t-ebz&{HQM*7-#jZ7*S#AR=_Wg~N129cUnw4J8R~f)NMyA=e;%OT znV4Hf#crRGvHNMte&y|bGWq-+N7r1RsElJJrmk_=sCEO(M%}N+-V;kr3-Mb-u30X1 z>)!*GnW(|*m{i1U`vn*{w}s{lhJ0~eC1J+j>6%C!vDsB?pB-vwXW(@CeU={s%NdtQ za9L&#BYs3neZ6d04E_sKd)2uvb==>Yb+(%ptUXB>rjT_qT@J&;J12X zRJA>Kr}cm#6(*f2bF{VZZt;Z6t(F*$<`Pf{G*~pKj0o^T(O8!srU*!WJ&_r=DaEK> z5B+P4Y_f5rc+e`c2yhhEh?+x}?)Qdu&Bc!}0hEBWW1lmSm&`FSLGHN&f>2oc$VH~~ z(Lg?z!7#RFl&6zQQgfne-`WQXVA0+$d_F8$E>P{sEuwuek>xVy)F$GFx8tV$ZP#Nt zmIxb<@A{kpfSUueU+Oswzldh{zwr9>oDg*kGw~Do=$1EQV)0RTWpt$@ zb$Kmc&gI)eqF93sa>KhL?_b)Un*q17W&Lp$Rm56f^o7}vbE1>D#LY2{PnFK^KDrO# zlQ@$6azA(3Nr!a`Tn-1Ry0DGav5G+(oSui5Y#y)wLxu>PZpPRT)PPSd+eCHE6~2^0 zII*QRhcVMnUVMKqz??K-aLfB^7cL5Ng!~G7%TYLGw~6ENbf6MH~+QC0$R zeCP+H(?!(Bs*Ai(^ce%8%4JocVRHqM_PH7eGonb(?gn92{cCOsDA}Y3B)aegoZMh; zuH?`ckR}RWAlBT*aUVnG10G#S)R!Z>v3?kB|HR8clSyDT4_4fn~4YDw#TYc{{8 zh%y*m)03?-#!U8>HGP(xQ8{Eq{SzJCJFxyuD-p#Kj)SHF8V=jTyRP(6U7GfZ{1IKt zSiSOvXCbq(2TB#2L%bb{O|)p&(g=p)i+JK@|MtZM@^Z3M>(KhJgmP=P&!b70Rf^Ke zyQQ_Q>^eA+mY%8W`TX4efz!VvOrsIa*AzNAztn4ctb-INYC96H(I!PUZwKKOXLeRi9jNiuD*i zhMs5oCT;d7q6_fspv#T_H;hmXi?A)D#RlGfud}_*bIFEDWCG|odVof_v)lFA94Hn1 zGMD|?HdB@F3oR1qHpl>MsSE{d6d3w8$!14Hk+tC?~RPg9bn>y6^c z(&nhi-BMP;AEF^>v%-L5(uiZ?cGP=ReImgrcJ9om^O8{TY2$g>Tx>l@>AHOJg+Ppz z)9aGN0-|?&4O=MHUVcVgD3`pv)p=BArRJf`beV3h;-Q{d#kFy%)<-ar^C_TGxN8b{ zgY1j08%s7dPM`ZM;V=dV;ISLhAlN5?dF$A(2!NY)&e<(~U5qJA2H#}bG#{TVJ+^pD ze|%NuJh%5j*?AV$$nN}6o)o_;)JnawB+$z8%Q|(qoX8p_<5$W!%TSzM%Z_d1uuWr4 zr=*^;323S8UlVu=k&tJ_l*4!$uOIUMnExE&uVttnI>MQ@&fZ6UpQ1~(Fu)q76|M=pE5Ycgki^31=;yOF2TR!9e3|y_-(Ce; zB3JNeVt?6=s3mG?ugon zV&_lHrCrXhDVLC(fB0hDh35Ej37}4)vm%#M1?qIIoO^Y@W@*AnCfvJ=?59g50=L{G zFC#Z#iah7J+Iu#B+isFMB{HA{*8Xr&WUJ@l3x(h4MRajkw#5iuqUg zboTQaGrPS?dc8fRJm-(vX?(JF>u(Kx{c{BA8ZJX_*7$Rgkf=+Rl}Px^%=(alIO{K8 zXOlff-^=}vjoTmJON%UgEBkF(UEQ=o6h>wYArxpGd)_)`C%w92Uo^U?@2ngbbt0g~ zm9yLHMk5gZSSxL}kerSMxpMa+s7VV0-5&QUcAJ+d@nc5IBa{4~?HZfcDW^@<&xQ`j z^W24!D62(G$d5=`hiF@exKo%%ulzzOXwFMvpm^IWSGa1I?bs^9(nq#o#UcnV9~h=i+~oV0EbndvgZ62e$?e10vRFIa zh*zj8jwD&42d_&>U6s2HREQil;)jB^+8H1uxjD00m63Ye_qgTXRouTg3Ph_ICPnI` zZK4I_5X_t$P$YeSXR%gr#r^&RFX&dFWj(`7ibK=E0U4ZzvnomNsyJOHp48^Rt9(md zu8v<{?3{(5(nS$Fs|*ek(pq1hT)v9=+4P`KN}Mlv{p>x`GcV+r@12yH6s9qutj;-9 zq*e2Bar_oKM$k3g0T@MjM{n_@i{XjMN!H{L+i8dM7(!lY=#BuaE#@?r~Wt(c9#C{%7_2k_urFa$nDAFQu3z-ova6Y%Sv^E9TJuu0QKDk?+ ztGYJNBpj|zE;nOe5aD#}Z) z{N5$aJo2LJ=ckDd)!KiK`Lj;@LF_}FMk3+>P_Lyz*(9;8hSkRU@OC_Tf_Lr|N4|*b zS#h?a2di1{;X<~ODPiK&NdWW2GKXdC2p)IK1mrt;60&Ml8mfD_=}kb1#-i*a_UI$j zK)0~|{f7c`h8Y5CdTF%a{mS>RCE%I{j-Mrrs00uS(y~Q7`}sffqO6ALo*ne@>(O%q zGUyMBh<7yMeok~@YeEaFY<2J0v?@w@>N+#q!-=QTr0q_BB*C`x!-1g3EvWF0W(|)Q zKI-Mb2XAcYBYyviWPmxiX+tdJBj=~(NuyEjW`T_W0(8!q3xxoC~iYV4w`7(Hfql+fM} z@r!L8OZBUieH%KRQl>=6E7B3-lwlxHI+0+f!WcfIZ2v1eU(9*-<%RyI=Qp*1jPm|I zfe1Q0sgq8ziU$YkL2z5C-?!SHCU(M~1dDs3Xs`9h%vyNRIQzl^->gl=3iy_ZZ(tB#bkew7uqGARu$<1}1WymItfNJ91!Wb_XE4f9E&!glQyRJ*CJbf&~1{koeQ?q z`U^8f&pBJ;L6E!RY?|w0o%2yq2Bx#D1V11J@YG45ZwM9nxhC1uj{j_uq?Lq%%NRHYvxd(Do1TUQC;oL7xlP23*lsB;I5 zpSC0*{05M9XgOuFv^xxqUxW0JdG+N~DXXI~gjR)EZIr-@2Su(^ z+ihaN&BACO$QAyAlLu*r-)>Sevnu3$|3rAte;0`oB~{+LdwTv5YB#`bJ6@di3CR6Pvn@+EnW z$kBTiZcBEP%GwJm+3f{H&yq$;K%6FN?^>K}5Pcjcq3hL}U8C`Eu`k#kx83k=j3dNbfwzrEZ=|Z}*vxIV`sin{!V=$0(!F$D9 z{bE!-Mk`F*Dt>rR!2oB8;)Y9wB@GQUdF|%u*_{dq6Z0;HZ0e3j0q@rCDc8P`L?=>Y!YNS80ZgRcQmZM05JuC7R z7z3*0&fXghP3J)AwYZlIw5`^&s*W`rFA?~GarfMt`gHuwW`e?V8o5k|vWl>O=}iKX zg6Iu9P|nLduUl#xCzu*Zys3W@?{-1?PH;*zor=CkjAE{1OZpr=iWvv>z^2htl+{ma2gygb7|jWfc! zKugQQkp!~SvSJ1OIREXPB;}x8HTI0da)$;#v!Np+_ytjgiTCYY{JZMp3I#5>DJ@Iw z$00;Bb8DtY+&jcDKH7-tUJ4j(Nwn+6!wW`N^tMZeXs7wgpH$t?t!1W{AbuRQF@l41 z>}=7fPMA(c_ZwL3t7Hh_E~d129y0o<&ng3gjaPDHgPZNiEtq1{9N#ISdH~7i!0Uw< z!dfMbx?zPvV`&)d)yjbMnlqop3r4zAMN?{bjRxQAOH^2RdWfw8bJ51gzBgwsb`7H> z#{3(c`?6Y2_IkAD@(&?r{c0N{m!I~o3PqHydt&vsK*{ShIB8rlrfrE9^6Az4yX(C$ zG5l{v?_j+;n}Zl#`~>M>4Jdlkp_ZQTCr#c)4YVZt*Sc&G0~Sw^<RYz-2_uLX7qIj5 z6yjjxzQ>+d7a||FrrkE#y&w0vv?raOio63^=~dh~vcByFn4G69Dz4`PsZ_`bFyr%4 z<1gsl{wMYcEb5~*-FKs;PhSM81Pi08qE-F(ex&mi=6?5`0q7U4#I^O2tGus+HLz7q z=zw-gdSI-Y{cLGuinNuOIKhRzXghhLanDfW3#^2rd`w_Z6}_E3ac}75rCeKN(p~`b z*d8CR_=wU@R07VZT=FbjdYy(j`Xr`mq7=OOtC2e~2oThtb5r01FD7{|XDIS32lvCV zAc3^%CnFUR+tWPXzPbhjMg5)ph?A^>3zP0LRnHM8{b-A(wbQrCQ#EBczQu+eM_*U98Y zUzKKV0uW)>eP0y@IpfK;xVkaIbjbJTmy7^I0wj;sC zyOs4UVc2qQt9K7qghOTO=v&tXK_*x*L*E!cip=W|?X#qhy23l^@X#@5RxmX1eJdPEQqj#dG3iiDVpMDAx#T>O;B#hvtA&l4_f>> za0KrYUvfcw6Pp{X2APIi^SBw2AyTt7z30Bv@*n;MB5#ZB~!MvywKAD>_k=ylYQJ*<- zQOgN98y9EVvv8_sy+{GQe{~b*)H!+#gc|nm(nj49=ATtsb5J5L`hG>ggPCt6Ey7CX zo&xISZj#&o$2+0}J|-l2-mrAADk&h_t)KtM*(^^)HF3Sq-yOF`tkJdTW|nQbJZ5e)8JGsl<7@s>!CM}Ybd-~XFL zMww(5n`CBB*KM-EzOC;wkCVjN2&Cx3Sa&#KF751sjf<@Y9jU!Q&qV!pkzm_&;vwN8 za#~S)kEkDs8EkFzk3l5(I3STaTB{z097qB0dsR++!s%s>qg z$6@+LG-o8OFeaRAo}Vp%Q8>SQLpT;SKWX^KY3JU?bOcUygV&sy{&NVd#k%TUbd0Hq z@iRF*u@;HIuVItb&Pt#}yL~LWx%DnP-(y!oGAVd3d7*Mk-B!`8bB%bHMs)@ll%RlM zKNN;3YHUlHLO6Du3tcUKzgJ#^OszH$3>I-J-2e1hMSEQUxM>SgnQW6a_HURA*X8Gu zUBBtfzoAkjnsJ=t#R>fR4yIDh*0= z@4aP*pM$aA{}_B_H@C<|T^CuxcYM>NHab5Tj@%D=nQ$ z6M!QC=&)GgxYNV*lznx>5pKW>uRxTG0js0VpEx@C0v#)u>KzQY$0jfGqGt5&N&;@~ zYsSRUUDMZYH5A0WrZ)4U_6)$V+31&2Y`{qsITCv-rZheiWU}6K`Ki;1>AG3Hg;=(6 zjzQ$z;(}g&!N+p(+lb@*f%KqyK9!Fme15p>H^+c874x=-c&o@DrP$C>RBu{aQ2D*6 zzFK!(#F)HV+o_^LDLW@|;wg|Ms^F>buq|bgUwLmiGPJez1KSibfA0Wml$*ClGPb#x z^ON)So{N=8UwWHv*0Y(tOW^^0K#lUM_(O_kjOaD*SrJs+d#SWMIv8edI9^Tk7dU9# zcO%u9RxyHmTEL2rkKYUn;fwu={)p{Lv z;8i*@$=`sTS|%JNt5aL8`|XYK>$&($ua%y{V%i6QEGw3^gr&8mAuAtUp>UYg(IcP3Hu$dq6;rRf~;woDe~OQ8?_?oZsNki3xaz0)OoD4w9BvzU6-}B(};;Bax*%L zG_V?h5)G7#&;*E>kNBg|``x#;*Mm#F(W!xVGe&45q$qn~oz)VOUdY|3j8h>91`kl* zZ+6wREcNKDKI4m07L#+ykB=$`J z3@&B401%JZJj55MK613M$Hz7!>1imWfLkC!(S#knjlA}@H2 z^b@RqSblO(9Bh1H!LFqu4&((bZpO^<>t`i|DhewWejt&_{%8^(%_9U2l043+DM!(& zA2yV{c5l5oscIwQXeKmWb=28{BeZ|3im{4&WVq~`vL*1$gKzCF{lG#M7r}bV%lRSj zE#S_BjPowjciME{hI$-mWF>l5*uS1zu|g*%3)BoZMT}c&!EQk^(S>ZNTO&}ESUF(@ z-)_ipje0pIFoKV*W(AYUukvSxcMf=$4k9ltsp1v{5E2kbozy0e5KjXGs=H_sM%29! zC*HGeYOrmjCX>x8b7mZ~&OPYZ(07vLnWz#`xf979AkyKw(1HHYZTfGstRvJ*6yk)=r%eh{Jwi|a=CKC zJp7qwgdjcE!%4g!4rpm?db>(3};v9QB zsqZPMx7sRcps3V$PMZdnBs~j&^0@v)-r=zB+Wa8-@7K=SwK}?_lh2ZW?Ek_o-Y1u#-P4t|Q_qtdNQT1hsXbr$cELsFB|@V} z&~b=u!pi$YJ&(4fQ`M%AZj8fEIN+2%H2Ps)5F}UpXQ5S8;LWnV!g*Fi{8}f^0JQS3 ze}s=qA9wzB-7y`0k=5D&vq$aF@Xisp1I$(Oh`n!Uc`+94I5m~1fN zI2kt^=g6be(~m{}{jEH;WG{pG3tASoo9h-KXjKjy*z@i41r1RHx}g&P-q?(xC{B&< zxy9T7iX%YMk8eo;CQ-#kIJq;3MlTMoyCe)g!V4C&aD2aNwl%r+{RwY1}ZiWLAG{DZhJ=(Q# z9D_g?%-TNf$Ew!$!N|diniA6GYBjm8+xg+glO@}iYNTn&CI7}(eHYh>N&)--!YzCI zdxc7traMEjNwdaq=f_+#PF-|h2c`Kvw`l^~l_Ap9a#uMI1fxlQt%Bp_QQ+|x3ZgtB zAPM|-wKx?Ow}U;N`*qGH7B?XK+a-dbOEqDfwK?x&AK~NL9AN>g<8@v(T#@k^;)C$}rc-ar;9Ce51nil9G#((1V_G$m;%4cPi{_4DlDKwE@m{^?C zSk0OotljvA>mD0EMO5Rv`+e9M?~(ba7!QT*`CCMV8hHkIfI@ryuF@1)LxqNH>?t_O zIDIXVQbOe*6uNnthh1bT=ruA6zzD3p4#&4rNzVOKy>(KbnNF;K#xz$aiM!_>9H5No004tDb!7Z`A>p7?j!&g|+tuFaG>rJ1E+KnJIo5krDjG zG6`(Vq>0;-?;JD4qY4u(fDkpY*31VGB=8HR2W~+%hE>vtKp7DVe9kD(L_h@a3$D}z zTxvN=_mRADHls`jdoTWCvs>!DnvpZmND!d&s^>Eag=`FN*Mvd%s@0{ z;fM!3B0EfiPQ?$UBdmTmF_?0dl{-W|(5-DOO;YhtJlS+kj?iDw40iQA3bg23zzNe9 zNR!NDQvuNrZ^225Y~d+`gzUMwFPGIu6^lGkF;T8%gAP~R5F7-*-7@6PRhn>!0F4t| z2UY$HrdX&bHnnhII-H1CIIg}etT&f<8}TZV_m*VG{}11z)#N+I-az8oupKp4K!s`g z@+zLnpRvR%WA*;fqR22>QzJaz5ci_0UWL zxQ2i5KM27(x!-ymZXM5h$@0C8OrCeH`zlPT&r20c7CNo~S9%#nuJIzvITO4yF@_#W z&=udCa_1I7chu{5Co3g_wu2+~8;LKDvnqQ?6eo z)x8EGZP@o=)a95ysRUGLUi$?8S&pl?WAtp19Hg~~RIZ*lZKGGY`${~El18Dek^x(# zfFIxVKG81>Kbx-){`gPc7O%RES)tTEkM(Cqhk?vx^)9c%R(i2I7C+>AKFzO)J2o|S z0sKh=#P3Fd)V^7#7$#ol6z`nicZ`XHFu?<;#9)35Ct{zlFsXDbc7|V&!J(JY_@7(C zCA&2s%^9Y>RZ^U$tv7X854_Q%TnCBSP2QqjkuM(=&o}j1$*6lpPPvQRRBz0a0e{NG zkr?77s&(m_YgwZbIs*rpW%6WE!{drCn|^q5b!l37TAN&<e` z$T@@D?Fvo5LT+W1gP&ipTVx6x?ENwQ~}&Z*K5m;hM0iNhXY zoKv%m9vb-DMsQdAHt5!ORb0W#8mH~`D9Vanto1HW`!6{_)Mb2AG>e23$FwT7Lc=AE z4(rJqSqjwsn^Vu&9ojopi0(9kaI^2YeGTQB%th>dpvac(Mx|zCSMe0%TMUWPiTd0` zXdVfZiXfVoon7*&TbZH3ta*biCTgV%&;EQwC$R5dQGJ}`x&QtQT1XLe*6(Q2vCcv% zQItQCvJjHC;~U#y$jQNeXV;?4>MYoyHTSw={1CC7Wvq zQTv+sjK~A1tcg@BJ$8aTw8vw~4U=0id=S;qr5*+gUc8{6R1#8zy~7grPl9-Pa9nMgJ2slGDDd*wE z8-i>x_BzlGy8?~bT$_ts*ZN%qSB3&n!tiKz5p+G1qJaw%9_j)B<=GOg+MHgRB3LoY z14=U+S+zN+Y1+Do8duz*IJsIbFc=n}n|~UgWE=O2bC$2Z0vJF6DiG%RY^S2qfI|eO z%G|G)H|BQVcqVhE8fKEf>-xZ%jj%u`U9X=308K02erz%M+m{12N4sGb(lCH#k6Mlw za6WO`$XT{OeCfF_=qj)>!RJKg+Ifh)UOa7#wf zWhKd{{0!1GoqKX7^#>RHoNT;#?3JAHoagLUH3VSc77b|%jVf@=I_5^V7kL>t# ztl=cz<8oR|0@Jv>;p(?y`BHjJ>6DfE+&~&EQ6~#5ARWyrMbDF+V0f4AkIQ1@Nnl$j z0(s@4)M2QRC!18XETysZfp4TFOIB9!ATzZjU5w%bbTLtPLs!T%fs$_Ce!~;G`C3AO zEn@WLj;l^6!0E<%#uA=&X#JR-5=du0-;l*4l6o5|qdSm$QmB(&GntII(}L)c+CmL% zM2F$g(T-5oSpg1j&ej@x=D|_o{YV*;!|JPxNA>mfnxPzx6*@b$rZL1D44f=@qeG3Z zQWh__N1No{=$`J&9&Q!6tDz;iQWsMSoNeBbz{L7}Z<1Jv=rA|aj|k+Ilv0x&`Iige zeO+f6>oqtSN;oMTddscPTWPMI#>8t8iIHQQPaj(tIwT}Tf%Kp@l6AMhf(Yvu6Ok$R z)X6Yi@#m$5bNms^OixqyObe?-KaZlKxd?{KQI)f!h{oCvEeh>OPiOBhTxBqR=SQuex)GA~)x_ zYvaR;@mf$@C^+7EI-lsUQb;*-(C=UUdxyqar{GB;zhleZL2q+=1z~Sjer*VdF zlDmlRX&6J$L9PAoopn8+us;@_x?QT@JDiwe3eyiDENA9*4rxFnm>l}+S}9%Wy%GAj zqzwJNGUD4~*Y2l+GQZimgKjN5m=G`bUy?P*6dX95wJ4pnDnp@4r`{AHvhc%|A*yTL zY_LBOGeYLR8Y({SbNnnd7#w*glZ+90$wXHxlrx$vT@DPQE1jUpoWAitWJOn(Nrd*nSNlUzGBv?g${DJjNSd9n#gn-rU(aKohu>P6UC-8W zlWge2B?sdpH4}s0TrOttN#5n2KFUo%N>roMpnNLZTkf1DKxvW7pC?fN*;WG2 zR)e%T{n?VTNVdy8lbB5xc^2|2#gn7^c~G}tO0(_F{&b99=kou@*n2=VwMFfs0grk_ zfun#*wa~lLJ1Pp&dnX{$dnfduC|D>;l`hf=MM~&R5s+R(=)H#yp$F~?c+UUsc=wI_ zGKM37$=++PHP>w4H`i>>?WsV_FQK`SHXaN)NNN}+I4Un9sp_!(Vh}tjV|jEY<@4ed zrkE4lM?pGl!qb?_ z)%E8CWADDYgdQEb*XIdTC9D_s37j%ffPmTlq^p1HvC11|IMSV(X*6iJyjM<)H*i~? z<@|cK!1(9rNo0AHLsQ4DQqxvG?W; z`ra;K+FXgg{oC4!Jcb)%{k404ThJw;XIjOT7`CgrMlBigYsRF8Yi;UESH(84p|<|4BAIuT_ox_Dj~$)dM-e808x1dI7Ae@ifV2Y^pYT`-ajn>S`q z3o?3rpo1k2UPlYsNO!1qIY?M$*f`XA7D%#}tS_R-x^mGNjJwhxeT53mvG_?~4<3iDeB>gsryY%-q$I7fM)$R23hZEp&c#*)%yIP3!ec zxoKS{ggh@AGT1^TFu_-aizpkbe(DwiMg$0ni;%uu`wF)+jr(#52QLdHJ!hw)=1#bD zq4V2tJeOm4ZQYckLJq=1yGu|^q?V%yy&&>4_Oi!l=jhCDonvUtZdFu=9BkrLAJ-M( zps-l*x7X}mh1nn}$M2E?i^cCpOG-fjF>gYdLw%cEIHD(pdVnX=pu>?a3NP0xEI$aa zv?#Fc_12>GL|!GoQ&s$gLQ%WL2$p~U2%fpP;Uzl&)hBo~R3to$kkEY9Z9Q~NYxw)Q ziyoO55c9-UboHVtWNj_X`VY716I*}`x6jQF8BJ_R*p6Jd`zmdB^}wMCmEeQhJ@xB* z^?7+)h|1-9?vIymxvDomNEHHSrqLbM4ERm>9S_<7%@rId=er+RTw?8sc&x==#dnPxfJ6^MVet;S$>|AKjJ?nB~KB5XTiRUPqy|Fk|g5l{F_jq+6W_ z(+w-!evdXIIM~w=R|l__jiPv4v7>3$9pUW*+*@Qvz9?YTLCEug#O8)}URQ_v=4mHa zTE(u&3@<SaDP4f;ZH4dQ9aJ4@0YQ)XQ;`pPqWMTYkE zQe!fJ8^L*`!X{=m_M}4-)x-Ig9Gt9MH2k^>Nbog7I7W zfi=x)>jRqeh^IMOuV4>aqM_70{O+*-b(sS8x z;Oq7-wZ9Sf%xw5sD$NNMQl~Cm(Ojr~Ja&Lv*s-_+FIaJR$v$dCmtl-*chl@WCbAEI zhgc|kkw6~(mzvwkcsPq55xvB`GvE2fb zwgT+YVV6|mR*G8OCvWM+-;3|yYWdW$RwQzJ>zw!KUu_+$n>r%l{OV+T&4NMpbTcn= z=cmnx>!#;Nlvt`>;8;e|iE7Q}JQr?dNRZ;=9TtB>$6Z;G_4b2|g{t{2io-F4J}BOn z!25RaLzrZ5o?t>c<5lz42P?zFJ%}UtVUa-X7^AFp7D8w_cLru7EtL-9PxQuf4M~rU zi;3_7fTS^%IG$XibdT3FA6QJQAjT&Q?wefkonMFNk{Z;=ZO`|!Qzt-0u#wNb$=qhqgB;3*U{ zETs#UVgj_2CCr|=17r@3yw%kQ)GT^@C7J;WU-C(;c^TN4tzuwXG&EKR2WJdAovD9t zXaZNARI4rm_Sc^TBMmHY20dy3?>`J|3#R zrn0J%P4+M)FZ;H3DqNotR0^E?tfB%M!b^CqzJ$6>83@z5U&OT=0@FJ8F)-DQ;7#*>v+YlP{*NY#Fx>&G4VF6EV~#>*ho!rBt2FnfEylK>XiN zZz6-KC>s zJ&|2j+?ReBC44u?7~M{Ziny7{XvIgP-JFE`&={VRy@hadPYfm;mlRBFv0g}$ASMZE znflJILDt>gWUYRWnt9&kbT=V;y)C(>`!xe3qqW=eNrA&k8&aDiU(+uApn+dK4*^r? z+4tD2=-y={@o;@2sV^cDgmhVdrzBqSnBvuRosvjyEx#5sSfYb}^n_QrTh5Magk&W2 z8D{|>Ij?wY+oyv!2W(6cN#$KGzBg?B|A-vg4!)?*!@FZ%hA9tL1b{h{xiEs%+wD2LYsN>68)#N;LM;$Gpu4m$FHH$YW5ON=8N+_S3$bDIwRm5c^VfuqZq zQ!M)J^K%|FR}-P5R__?8U3ZdiYKDotGSO1e_Pl~O6R^nm%5D5L{H-*gOFij`1wD{r z{_r!k%NE_V>!%KPF?n>S&iFl%2^lH)(9iS3YR{>A4FB?bX#P=7qX-G%M%}(9WHwlV zyaJezT{hHSJ3Cja6mSH|>Sbd^21=K`@uwsyoO5hjwPY4N2!M#*dP-1UC7F{aD&xGW zDgOk|lvDs2xd%8P0&ZRO@rpQ-hKvz=;b&0<`C(w3Btc;OmD_numc8qbdc2S0t1>3OP0o0wYRuKBhtoY3)%^yW2ew5J2e zK3J?b8Z=`25?XWmvqI1P#!)I*xH}_%P?WTiN+M6 zKpGq{bRNBbLHYvR1pn$|ijP`5Xt@Nq7qOuo_C(96XwFhR>Fd$bi?b5PRxKNs2Y85+ zLxHDrhED@J)rus>!#98sIrn~{)OsYJKpn36Rv#~KBmo$(k^N!k0Ms8&oMLg{Cv5=m zq8@^)Uim|}y=QP#U0Ey7U0n#ANata<=AdZyNf*5{K`Qz0@J=}u3)oZo&!+iyZUi2V zLK(@&&TVPU5`Hsk9a-DTF89H`dVhHV0XTbQjMn0&WRD7}Op~J93lit~z+clr!vOHc zq7TYe=IKO<KNYpSFN8V3Z0s($CLCAc>EzmD0<_aJ@0EJ~WID)xDxX%{zK zZC7`)lbWdyPN0E&wf*lTO#kY4%)N)>r@884pF6Ru7-E~%dAh6W;Bg|)4;{r1X=}Rf zj-NU%KvlhN%=|IXUH&|c=jH$`DIK7vy6uL}4J*2V^k{nB!?kkN6gnkmOKQxZf(oDlocLZ& zj*ve(7aTswk2=bja~mHX&omON0~`%^%ESE-_F4C+lNAdvtS2Bffgdnj9ot8 zWl-;>CmnX#XS)LOA8P@?(!G2(e|w_-*}`jYNTmNc?Q>y!nEA5;X6-WCiZA>Dt>{Ak z&BWSVR)+#`XaAZ1gn;F7;@I_&r{NXuwM6wpxvpKx0$CRDL08+81S+WK)Nyq+3H}+b zVa^rrgOCKJqw6COmBplElomi+UM!QMJlrt+@@DM8iTLbT>%aIP-dVvv6)0}e`7-bC zaX-(})+f8^MLlanCsgBWWQl-wc8$pkP&M+Q5ktMV1S?p7i1i*N@jY&$09f6bW}bX; zwpJ>oA|lOK>+LgZ?h@6H;Z#9?%5a+ky&Gy~-Dbw$wm#u-l0_Al9=PS#dZZY77t4>; z81oNYF0s~);GsmQr_2s9jQlvgq*Na&F6Fhq;1GMb>K-rQ)d1lCoimdG2|8zHf1Q2y zjgmMtjbA9Px7$*0(-d!e-i*=Tc!sJ6UyqiM{215|N)4Vb9J*#I>`!@}n-=2}W{JjF-hys*PRoJ`pqCHh4J zW+Yd0LAEhM0dvtmAe~o@FG-Wn@5RU~oD^#|FPE&ds9jEhQ_jO#6AiG z_j_jIOUk_a`;Ck+eR*gOGi56ve1uQWypBhz!|0g)0dXhuBf@$!GY-O|C|e z@2w{(k-MbndO@hARlK%~MbXpmsJLZcWyvI&c*L@6ONGmX9Z=2? zg@COSA>j0ZY%sZ^DRu;DoM)2>S`D5i*NEbrF}3SrrvzNPgw_^zxivazdmFXO7leE4M2n6WzLRQ^@dPy7T@= zpdrQQ>{O8Q%Y1Xe+2b;_3`Day@2&S*kD>;FUngLw-)i~Tkxu6 zq~WoF#lT$Yy#LAAoy5{CJQGihO~fB4f0aV7;S2E-z+k?OvfUISMrl?Fa8rYxOzrd2 z)^h7cr0lUwe1N2CYs{Yx$Kfg^;Q4YP$b{D-3S5bHeV-56YFs>@U{Q3qA6ILfwI;nm z?#;j918f4^Axp=X_En98YkeGbjkW!b9yHJ_V?N?=QAsB@7!?Iv?0c~S*iPgpuEgBl z9;QsxoJPXZ!SeyC`mn9>%p=Q?%CG_QRQ%eIQxf24=LKNFu4AqJOd(fZo?iuH#kt*(Qd%tx)+hyBreVvZLGwo`l zVN$;i+=vkD`;T)GRo6olm~*)<0JF6g+8C)2D*~@}juB;{Xfc&8z-{Er-+U6D20vN- zL=y<*7V9&1G6O^MQ2VPMyk+UoN9YrLAF<+o5Akqk&H2%T?P!bXDda z~H?Iu3A%{N`kYHY)#e$Fnu$G(#d2=%jznAO|6ffa;6*!r+PvI3bXkFG(Y zEL}xXr~`73?4y!#hqY^?M(sm>X@#w?t-IUp2UTAUdY#%jC~p4*V4-1qG$y(*SV(h>G!UkZt(q=$x5^~C13GQ zBl*>H0lMHc zN%|2m_z;%LbY#gT=IOH`8wZd%A!(hmQ<}b4Ml#hXR`%BpsQT4Y0VFBNhY*q%;0^LDs`Giw`h#II$oH}~*iSi&-2CYl0OE!yToSCi zzZuEsrqGpVZEq}Y;q6wRw_fXI7zn(uv!MtOo?pQY#*yJza;FsfnZQ?VK$U&MYEu%ge9McEY2cH{U47s283}Kwg}#g*1}~Z~RDM zeke@cFL^R+-sukN`Y@8hi1|Rat2uo02N~U9U#yh-_$<0mJY>%k|K%nROJGf<>^AXv* zIaRoKXSc2=I+uDPd(Oy#X|^$d*EN@co9eOHxlsl+#Y^7l{{73k(>-h?dplFqlsyE+ z1s>fI@&zAl`G4T&yFPk6ZZ+6HWRBAd0HvKhg99yV{u8VXe*2w+B#MoBTzIl=V8(Q% z$4?74O2+lEFy@`jj@X1%l7{?`7NWDR-50=|s>uF*u5YE8$_Vj%&l?0AD{2}6shIc} z?nEmM#dy@aPUS#%kVh4;d4NsQ7V6 zT83YZ$+Oh}{qFiA*OZ;V(Lq#%_LyfpFLcV?0?puYg86K*?YMqa@j}@0!N=8`8hD>p zt^RLI{CzHxeK05g=n{?pQek&*axfv%9%k=$FDH-lEGp z&2Y!+$vwOlXb3o$#vkn*MWCC)*A4TVWJIoBxm+d_|L*?%zYLV#zEGC8nkSaY|GUGO&05Rc4K z&I&*tJ^pngLu;V#Z0Aa`W2~N$WmI#C=-=5z!=1IHX4vEOuVId}%@4$s5b|J+9$h)p z{t%Uaw%c4Sz#)Vd#=_a1H)Bv{EApU}W!A@Zo9DYb4gxvv5#Ws9^-0sN^Sf>X*#*V< zEJxtp^;1vr2p;6?-J57Ntr(y_Og`FVOOZiawnqO@Y4p05QW^<1*b*sT0gyJZ>n9ai=ATaeQj_z ze>KyxO7K;%=J#%AH2e)w5sNy6&EJ7L%hQt~!qc8}q@V663zEMtTmjDqahE=eKiRaD zy2Ab+~Mm@4@68oCR{R8w2H*gfGB6v^omSpM_8?RxRXsbJ3`M z1@15q;N*K6f{;shxr3=Y8n!}~Y3Qp^fLoD}{qcSRnO>iHKO!T?H?@lI;epl>D%9-_ zQL{mLcwPfJaXrNU!Y3tN=wm0waI2c#24(X1OfLCHy$e-tyH6v|mD~4wf1HNcQ6m2_ zC2!fk>Wk%7i9_=p3~OC8RQU;F-cqb8izvqc@91rGYvlR_bzkJkiHsm$9ZgHc+H9dT z?#C^!bB!Hz{oLS+6>3}zp8X4=Q;;C@=yb1aZRuptxpQ}bsqSQ%+Ct-S`w@5y6}GeK zhlmxrQo>9LAaXJlCp8B+6l)FKjK{+JYil~*iYQ&q+yEc`4iEOno6n73y-PI?7l7sv z;eb0-b4iJ>zUpX`*z3%kywn_xoiQ5kIJ4h^1xea&noHal!N&9NeR3w%lPwRyLpa_g zk-7YR#4f9V{`-)2yqq<6m;?c!5+m<0G(>9qOye1-wjq`#c z;$yDhcQf0C?OE_a@bbT}Yd|z-i^$tt6rB*Wc+3y}mi3qGxeX^){7bM7MkU}@dcc`$ zE`?9AmGb92oP@Q0k7+vm1?)?YXN}UcRDEbUS4>KsC$>7LTInhRuV97g|L;2m6g)9I zO(|rq5qDWTv2uisq^$d3592nIy{zH6o*cDho1<9!;Hjjywa?q^~a zitNFX@ItHfY57)$0J+T9t!c02m;=Ily-&m-kyqn87_0iY8?JxC^>GI+yh}(D5FS<3 ziV13d^xs8wG1oE7A&{sx4UxicrnYJ=ze~bQhYOt}xQi$VoR*=ti#uDzDY6Z)qflBXVTIJC<*JzI^UDgC}R+=`$i; zPHZC!PcuS?EJ^wuQF{LEMUBd75iaDI;tAE zFo!t32K~Vp2ur~)E-+GL`;*K4=75F!k^MRjQ$>F`9COH-OO(Z7&Xl6FQTnaz4m)Lh zQ6&u|>+e`sovCyfg`t-=mr;QaHu>`i{7KPJ9#`Jr&QJ%Ekc)R=z!(bajLlI5wMt{W_)AeIAY=%saw7I7ARB+vSVRKQ69=IN1w$M_BDc&aA()Am(yEhTsFO`*0=@`AIP)>h$+6+7NNqu(y;{ zCVY7Gf41A!=y|jAR3-~!oexZ>Y;7)Ia9C#@1*>&aa@V)2&V;neGEwv{|00bFR@8-p zgWsKEDc{adsPTxT#Fa`$b*zEha$@%5`rZ2L zq4TzT<+O+6h+DJnw8tWKRk2B7rg;PgAJ%>SYtp8R^(aqY@nnBOr2{wgE?sqI`e(ET z8Y|i2*sljw8oH0)^Z3{91Bsdp_;E`|!m4|f;^|3Ok`^?i`E`!FpfL4-mr#XgEaY~O zqAf0ZAOp@3%Zi^#aRL348(@!l$HR424}4ONh&vDZTd zBA8ZvS8UNh#yA6*N**)wZ+etRuclK75b~_@|92Hu9DNr8(Rz=MKCsH<9~S~uK=ht+ zHB*lxi-^SmzZK%(ZOc3$oQoM){zaX$>Y-_Ws;+fQUF-jcgAZb={9vo)_3`SA^eD?t zH{2NZFcseC@L2Pa=T**Q>8ZxDJbX&wg+iWEHGYMnGv^afjgiFXp(vO`&+3D10^kqM z+d5cpEWuAAii;kmU0})jy|sP?PVn`9tX}-d!| z9YuVnb5jlkji#rxv_Go5`ALDo`=t`{5Q~!U;k}CrYGm8#r^bY~<-8?XrjXyCG(4_@O|$x3IIh#Um&{60M-gtUH$?QI>D%u3nw=1IV6 zX}e@?u94woljCLCP=C)#`*7*aRvisu5(GU`S_>#h=E~6^3COPZs&L&MQI|HpbTEZn z6Ytr`$4=LK-Yda6aig>_OLwbNXun+ui8w4@PBUr6vz|nXXn%!h-(XpMxwltOuMWqM z`{K>SwwgfIKfR=WKI-O4G|PB_^_Isb9XVDJpkau&(ZxY%$7S65)9$rDB0Tenle1rW1#p`S=dd6ZQrZ;Atlk^t9p!z0%=kIC zBK15bhf>wECg7cXvQ-Nyw{!Akm2P~7`hW59(E`F^$_O27HX{S%rUue#m? zvRBpiRnY-fjNx-b1jogDul4jsEImty1e%@-qJ&+i-e^ngX%S%_q+M+m_gc_1MdRGc z=1IML>Ec8Csq}Qld})>zl#ZMUXGiFrpmgu-LrHf%ZM`;M8!5W!3)wKdg7C$orOK$V7fA{ZKL@S?~E$s%TFx(uDq@dR-NjmbpH&V;9L3Z|>$4)@qE( z;P=qlwg||!dFv@Hq$WQ3hbppet3jNExZ^4 zQSRi6(2Ms_=Q)_1P5pKjE<;*1o#4D%G=&g{*QsIGaaS6(~Z{hq5V&YE_s+)j=`kuyJ?PbjH-W$Wa1=)70Z;Rw_^ z%kB3}5o^)|{<`qqdL4r{j8)?L-tUDWA}F2h#Czk3#l;m%_namN{HLM>kaV4vUJtX6 zBCa%&g~7g6qzrer*q2e+&^lMyerQze$V+pDapXr$o+wF+Ep2+dkemsyhz_TURa*0k ze|cvj0O%5`IE6)xFmIRmzI&RUD@4y+(9Tf;11G-a-h$B&=A7&po1mOZzGC0ESysnO zMS1SOp zwi2mqXdWPoX_w!H5Mu(0{0Nj@pr&rW99m=T5=%6 z+J9L)v#1n@y_2l!eHB{#D8)<-LBtJzfzP>1G4P#Id)g#L+y06>YUIUx?;o%mEKf5x zS=f&#!kVqJ^1awUJ*3GUel0VzH;hFs5b7odi#iG0dQDj+Uz4g7to2^pufMtgM7VT& z&_GsXY-RumiSJZU|S`*(Elo$r9c(Xlp;Iw=$z@`Btb_%SpsJd1jV`7Udq_Uubu{J?o>!@8_*$ z;h_D|r5RGr^@(Nfh-!y@3@1X~ncHt&8n(K-A$UWO;)AKiYH{04XYH0kfxh~7i*E>z-#;hPGZ{~M zf~)QIlekQlrmr}RL&^u6Q@fLP_Vuz;g^%2#6l8xqKiTZElS$Bh<-})i?J1tO^tQhg zGMJ7CC`?E$Tk2bz4to0XVEt-P^JdZ|+I6e%mBFv$lEPT1CWwaRHfu=PWJ=jE{>;uR<~NJp`Oa!{K@ZEWmq|>ZTEuxHr9JJr$E42gsuzgSu)l!RW4C+OLM;O zc;$IsN(|TG-1f>Czc-L|8(MAI!$~cT3nuzu>6snb3tgHm9xP?zW0-Mm2#x#~uRT4T zh^wG&eJ=mb^xK@=yX9be23kwWlZubOqzyw)=(P>)F2`6GNoz>vGmF=1Jy_{|OE#YH zxjmIv^m0FxbI5qJ|7X)oqG3D9rp*QSi$1#vcMnu6LkQRvI|Gq)<6clQNQ3ofMrp|l z5W28fS(c*x+T)G_ymI&xU7Gy_CkRyMv2S~*l=M4A@*C9O z=Wb|+OJ_t7?Z4E$XJa$7W)ga5f5V-D{WvPE5mh2lPSKHFP}upI0&)xEL0-(eFB`i4 zSZHiUm7|cN>9EF~e?Vk*Y+#O7Ij&OR3%tFoBYK4M_%0;0Nii=sv)C{bD9f?Y(xz>{ zpYAaYOwC*tP=(_1<{P3_&fZ#rm*?FM_pjsgupsWFpik7nhqn00fu!*FFoh<+1b6(8 z*^-)n{$Gg$SOxY6$nbw?DkY2p$#j!~w~DWn-+qftSnKsskOkl{N>l%Rs`nk6emQ{J z!`oMX%Gv+3=wucqH!iWP6TTKa8;Xuf^LV-LRH=v!P3Y;`%iMzbhITQz7PTcJJLbN# z7RsQ_y@GsP%pbx=i(w-!9{=EFes-VkP0avvw19{c{NVBPDV-COk>SZtM=6^f8LWzu zXl_35tp0 zce0AP-ZJgsiq(2;v&bFt7+%o<1qQ|RJ^P)p&)y>^bZ?5ZhO9Uov+2T|U03~V(Hm%{ zY?q+TF4A`HOy{4t{OA?_SanZArv?_}ARVc`?#Cs77H`Y<&(Q0&c^sR%+>t-f%1XH+M*aR_m)2R!5jFNm}Vt z`NEeJmfS3(w>E`>{cuh?>_0+og?5>sV4yvDf_HkR|ko`|0K$Oq6{RPVl5Dmx4{ zhh22I!#R$cZYT2Ziw!9VLfeg>yn5q3bESjB{w-~$_t=n0xA5d;rljW>hf|E^vu_ot zBXwI2p)Knsy_ZyMdr&rKiGKP*r2b#^-sc#CKhKo=@XoQYk=Eetka&Q4KaJRyWxQiu zeb9FcQ9O_!{&$P1`y-5-q%L9fV5#In<~{4|U-jvJVkD`K9H}o%Q}uaow^*8rq>Pv5 zZRF$LNh!Jo&Tr@Ha@gfAR3&zq^ch;&s^g>`X_ReiDxZ7~wm#Nx&h;93w;lDui#Inq zElJ>sH2Z&;*j#?I@BGsU!|HzB$Rlj!HEhXc0q&#Q4?~Eel{nZal8es}r}sf?E$s}Z z#oKh=%*X2>Sq*TOr`iZ!3)avmd8IRf$I8{#K$d8rX;+%UsIwdi`6 zdD{tFshT9++~n{J4(5$IkDpaDt5u~T@bLnl)YMyA#iTDy^6oKH8nt+CFI=FC)#(@- zAHUIULvxZ(3=m*J%<1Me-1YxZd&?+mpE5KFu3-hPZQIF$3?LT!_t)WnIL-GFvsLnVGNFT|^RE*^get|%yh zA+>j@kxF7-6j`@!@yoL}5*@UU2!)lyjt>I%y9tVFjyB&&)Cxxw*8nsLW+cuX^uy}m z*L{V?fqZ>X$o}NIff+Y+Q@t3M42*V9zBv^y zLd(JGgR`xEeDTtQ>UQllk{K#;Un;gokHz7pAbpYJ`>43^>|?10?!>Jnk7lh!yyEIh z=|Fc3+N$-G$MUxxA3GJyYpLlObdVg{g^P_0&@qv6<^L!&!|iAX{6D~92}404e;Jbu z6FFuyp246J7~W$gOWA{oyK|nBi~Q7i(_*0VTUD&C+)}5d&-T`qm;K^SD`Q>$L>Mc1 z$M1zw1Ok;ko|>Pq(PGZ+M+1=Uy`~wFBbD12=fNGBE=|n%Qv;in62RT^8ZpR0j8ByJ zWA;qEHlLv8=hzCMMsSI*qNz@KGCVn3gKoJE>4A1f)Cun#CNzIgU_7c_3)w72cE2Ai zUe7eF{DKn!UTxP1zwe;j@Nz&F@B9;O& zvZ^K%A>WYfP7|NuI%luZmAq{?-UMt^2rbRwXk7JWcAD{Qro;J zJldfZqZWRSGkkrcp*^Ho(`DcNl;`Np@}k0%Tgo2ABE%R(NcF2JcT(8g%|7hWLu^UK zEZj2BFjGootay8IbS$`&0fh>0UtY`I8pgJ_B%)tIubR2y{8kFr)_bhkJ2wZd+OZ9U z65dLaLK5-)$E`_{UMx`BQ4gp%%^M@3sj+MR@ypi^#D=<-`hTt&@9(@+qjWJT*}eef z?CgL5OR3D{y7P_~gS9A=^_77xi&h?aY`56ar>WkavQz^^6*9(%*aS@NVedoQ^?b=s zBH!MZ0EoJ>8-OLzf7P#YYJO;<6eqodi_~J>jAqg(yz*EMBvHbDrQfv!e-w-Mo#|fh)Bjrs1VY3Xt1mxkYDJt?}Yd2 z-qs_Hb%T#9z9wSfrfjL}bxxX?AEP9v+nIVhZ{-tjYMAAfG9?2%GTx~EvHa7fTs%JC zbmOxsLY_tU%pZrSNSnu~9kz&K;u4hSuNkzP3W%7)50z9dm<$oT@4JT-plkn>g>{rZ z#jU!HB`eInNo|RA#TqKCPqY&^^N5-@QM%Au;;>PUox=#yiG|B$-wuboe?Xg0ZVnp@ z(alW*4QMgDelSBl(^Ljil$kN_e7ELP8uW`qN@O^)Dtg0P@cv;8>618Jg}MH_cGo1K zddisAu`ef>0<^15`9A$`_7K*ky5s%84D$eCv>R<+55h>?bK@BS1$U~3&-n6v2*iwo zGO@VwO}H6vhtDZLz-}N!?Btv^sJcL=Ql%S!&UFrG8rwh2X{p$lpChY5Zh6Z~{spK- zsBVT=(%B%$%0URsIuDX7o0r^BVAp*qUoUbko9hLL!`Y*MTUv4E1+%)9i4+g)Mx`a! zQ1?#{kEbM}?bPcn{)^OE$i@AmC&a-jzG7Z*ea?Rpf-X@|?|GArRMBJ2*tq#rrdT~j zX)aXtbfGM0Cw^kVooWE(u~T<^)YXcS7_3W2{CLAPVK7?lGo=wgWliVM?<>6R?TmiV zEOit3%|FOwnYED~r>8}D>!e$peK32P621dUvRD3 zoppod2CKSDTYBsRccc)%K>Xj^jkFSp5 ztiHqVm8QK_0M6G&eNqVxtle8axIhY*Z`tu-upypQ^H~o7Ex7abpr9xEN^EP|lOoZa zJg&4^jWvxg6rj8JITt|m1sDv(pYc%Cz-uj6*`!$3*F*H%b6Xn;f1v$Wx3gSEevijC zM&8I)i>HUwTmOLyT}nr6d-2Ko5Uj-295&iBIIc`OmJBj;*G#Q~eh9FnN?duKLlQ2Z zYv#%N{=-$T-5u$>eW+;-3;B?nTD?Ti`gm3ZXtP~@FLWke_L?)?`6_==Wm;?C<>3i6 zIudXoJS!Zb zL0ePqLuL|@s6hsP6s2_zulsRqn7s_LBn$~B&2tX?0`T1W z1|BPk>WdH-30~SVAf0Da2*9D?si1&VCGG-MX%X{{iUvAS?X#qiYE76A^&=EAn2%OJ zJUDtR?mb*)v&b%6_$GT|BG}SapaQcB(TH|!>Yu1}(v)Yfm{N0)Nj%wUV+NV{dUx|c zvMo>$!rSo%#TdzO9%R9`$%9H{) zGS&oi8LSV1=)81iO&>}h z-OPi0kN7b~39aLeDIS|~U#yxC;V!e;YXQ`y&{!sba*!um6&a{VoNE~n^Ll1$=%F3L z7HZZ;Cd4uWMb-(lOL+0wX+Xay>gr$>(zvVi`vQdIb<1FukH_8>ybJ-JV@#(H71Izy z-{|lOpx=lL-}rqhbraBjv2KxCiuI3q@0>gXoyngoL}aTSoP}24TVH1@pj@pVXSArYk|XQG z#Ca)@YlO4L(kI{kE#8Kyv)arnn)ZhR2(S*p4HIsbDxIop`+D7;q3Ab!` z4$dA6b8x+UXFWTnYlg!-_J2p}$+36>p#SCnxwD5j=v7Rb+}j0rG5S1sg7(%YZ3Gwu zrLT{Rba?;ptTq^TD7GJwS)-*CRP)tM`hOTS99R5D^mE8VGD(m9z*S#xp07VhK2XJU zBA2FPwL%p0me;z&*FrgL-0$r?Kl&0&YGp2wRwhXm)9^hTW0@DaH-M-^80K{lM71sd zuv3)4Q*I#s7ylby)@}EAfY9}isAd*agY=i|7`1M1-j9pKp&aZGt#7#|9w%&{jE(i1#;H3uQjpaPyl_Dg}$usv6p; z=!}N87tpT{F3j{~^8AxF;Fql&hIK>=&U&IU!9d80Z@b6pkg3t*=~?#v$~oJm6-Bu?2f)F zAa8xXlw7-StKHcJtq?AzJdyY$7f(fH)YF{_Z3Jg2VUZI2{TKVuOWIN)Rr{oP*2W*r zIQV;33*T5o{yroL`oY@K)pvUp{xy@Wvq!aB`aMiLX#BKxtuqTWK&oBy zqQ&H>1Ccl2N`+A1i8B>{L~-yfNOR6@6Y%%jzU99&`oa1I$7$u)-%Z;=&aNjK#S)bg zc@>QtwQzGk;co|X@5bwRSY?-i2*6X9nh5Usx+@_VTSQBbVJ>_yd&h8ARa z8GU90guX|N=dmt?Mh__MmIKqy-CZV&A8YhcoyDAHH*HVTr#&*|@qTbAuFnBYAul#$ zk{7u^8kJpFWeA|p-nQOlFNF&Y@_6}7DWqTw_cS~fea^&7bz85uzB`;DJ7YNSBtOJ= zZ;$Wy!W20jn3UZx7@qbBlFK%XUk3DJTx7oc9kC;ehKOA50BnI+iJ^a@u#gVM!w9X| z+s9mqVG9~#D&swpW&h=(!`gL6MSrztq4N$3{EK2BR?c0-D~S*;8*>SuB=q#dFk2y% z(AtOevR?DHh}vD}Ix#M#IlPK-sI~zFaqt7_`q;b00Y?SHGHBb6k{hxjI(II1-CF#%m=pZjr2mSUs$Tj=;xq(OEO;Y z13{VGI7it1dGKZrhL8_I23B)bt+=y(=0j2`*m$v~f6jh$qbj#?*?njy*3RaqpNHuE z2K&Bjy0TCKVa++vnu7;Sww>ARmK#Q> zQ?oD#;>1N~ME1bFu#pS^L{00-1%QkUm!w`M(_Pt3550)(&mC=cGN9D5)UR1Y4}t2@ z%Zo|IsEWl7O#Uuf3*lJWo&5IX^KqTNcp_4G zN<1h_=uKB2&qclzUkmYd=M&|x`O;e;Nis(~O;l6&a>&p`Vk!9GIf1!NfK*rFcFQ`_ zp{j|g4xL{r9mGYmx7<3GWgqqnHm02t>Hw`D+%DWLovRz4D_Ok_xixcu5nXQeOngoq zR@UU8?H!?h>#*i<(*0>F@4+6%X|DDJ59icQr1JXG4V8|SR<@>(3&hxm{Bk=WvAH?Z z1I`xxmuy-@I2lxt7zlW>-*}tD7UPYg&2LFj(dZ7;Z-fUnX)(z9Cc0I+mU1pwOq{&% z;RRV^Q0ySOcgtV91H@&%P!_1)ht1qu*O0g~il6}4-1rc!g|;y=JzvS^?C zEh^Fyu%;L?l1{F4zOwLeaTRswF8m^Q;*Qlzu53%6)0v=#hw7hor2Pt@hOk{6 zQb4GGVybuY*U5$AC+h_o`!&>Kl_L!k&qp;_!c~!7TwSHj-Wlk;>;u#Bo`$z#wJDa; zyz=^cs&j>iO13H~PkZ5Xg`}9q*25nqre*vhTY+^TyFG=!{=H=8ql0qSUId7U=e2j~ z#*XhEhcqf)Or@+y6u6kPGE7$>IktWeA}#B6s1dOi#<_m9%e#HAqdjP6H^?MB%>;^F zUeD8pTO`3b%QWdJ5gAB>ec45C;UN$g#xR7l}rGISw$Etw%Y{{A!S8SGXuQL#pqq}v6&(5 z7y64hik}#Vyg6HMtUP~_c#|X<(C>4D0$A)B&%;g}EpDeI4yuHjr0Ui{>QtD(F(qt$ z(3Zz0WKMm|9x4)rt3KV0*r4})@Q7_?8@8n39#n262O@e)4=)U|8_e}W*P(!vKB!4p zVf|mly>(QSUHdOSh>9ZdC?ZO#fW#0=Hz)$q-7!*vq{7fCh$spuDIg`?T>~>9Ap#Oo zLpRb5Lkw~DfIjc~y}$1{>-=|S!J680-+NzsU)TOzxeL4x>{L8t(|~#Tb;);C^xlg5 zf*-8xRUSTAewr{_%Y9!z`=_-a7fIbhKX?o&QnYmNO}I+DJQr))c2JedTA<#HSn5M- zW`uhM6Kbr8cF+JSrM>%$ol>@i4A0V&R=p%|lY)9n>*X9x!lqTptHIa@@xs4b2&tFO z?W5C2Ru7H_p6Nhk(^K{7U-qGI>Mk|)@2zBmL@&x#>iJ{BNmcyL_{w-br?O|E6toF) zW&yQfJY4Y_brfxcw)#|#&DZD}H`rf467^vxCh0pU5kK!}${a<0EZ05p_>mKyByi}& z4O3bX@%G=;GZ+>vJaWAqTXJJVk2$3c|0>dd4C2GnvZ|8h#t%2uL5faVRa)UH zG3UbSda*QP4qOAKFpzXOewOV1?PC{SCtd+Npoe%-a&XWUuot7iP z(D(0%n7!JGHLdJ2yD2!FK-qx#Ir~s62Y1CQZFfLnMWoC6M*v?yD4_e=w5+Te%p%^% zEm=l%rL2h=H)|Kp0_!2>*{Gqt()Zne9VQGpHG{_e;otp1W=|d4gvViBZWp%X5h{N; zfTlmqkl1{?K_n&I#qnb^nsBFYFoVr+^26Pt!_g1c$seXJb3^Cz3%n2Qn#>aNTUJtP zUa8H&2l~2ie(YTOwSjupG|d8{A#nHvYYLTPpvz0~!eM@KonI%%bVe$?)5!oE$el$p zvi5g1_8)u%l^Z(vPB<#WZk}a}Tpq+ZxIC`hDGZEq4;1ql@<=lE3C{}N(V!z~G3aRa zS-IivqxHf*hd+MMRYAEmXxchp#js7-X-Vv#5c3&lTT!M2$$=fB>*2#IT_tnF+speY zVX2ev$VX|6`X}a#)8{Zo+}Kyu07k*fdDomu-W!+kXpyHH0h)=3ohn8exu06{!s9`L zFT=Ts!L-baGH8BIm{3nghGKfgw)zxip@|1*&+606;?$>Obr9az#)2 zT<3mq{Wr^zUKy9Wz(&Wq-?e`z?o}jY9X!BfUNP%jBUa;`*9Ru~Zj52UR*wqiC0#%y znBEQB&ctSt$Re<){%#JO{6-_6_v`Oe*}7-<#5+~HcK6mVj(syu-qn`t ze{?JFd{6cjn+p{gh*8Q|Ip%~PV)y0_iqX9vzPAIHIP397J37V_fldLgEAdSfp|K}l zR%b#OHRZS*qP57bB`D6Pa+d_+H@BH-YUqtfGY)vZ~>-S6E{)e z+hwxAiw{GuHD3>UHsd(l*SDy#rmEdx35)acY4E19BJw&4uo|Tag;KZwSSwl52xYSH z>Q8QYJf?~a7=zi?ET(U=Z5bf?ICabGZTW)`ZB0P$0H{HyX5IkeV36*5zThPB}O zAebTVNYicQ;9v`H^j5I7XqakbbG|7J2d{>O%Pxu1Ouy#xv~X>h+P#!qr6F9X;JTx? z;!mc?C$SDfHk%;2;>u0;B?o3`rB9MdCrsq|;;N28hDU`MkqTAe(h{e}Qir7h05y08 zhD;tKn;wq4kp+B^Ce>M|#ZZ`FzI}~@LCMygQ7ZlZiS^>|=~|HrD?Xkln^p>IhB5sf z+Ue#cvNU;kqJ8=W;a)q7E18iEg%0;cfh}qB;aSYRxd|}Jy=SV~tSndhh}NcZ!>?Ky z={QQ%D9A5f>TZc|hJU}7og9%C|f7TR^uG}qGA_Q@8TN5_HBdu#Y! zQpl+1;(Q9?Vf031*DI$sx zd+6oBnO#mFlFPB^+nL{)Ftop~uO~0wy+kT8IlxfHx8FB3gMJ?^#3<`;+6JKWuZj7v zXTK$}W6{s$rh6U+D--Ozclka82c9et?XJwfRCOg!${nXI&YtC80yiob;}Isj(5PxA zx~T2^gljhrJxaD~Woj+)n}wHZ_pG`Lq%0bKzXAd)^`j-_7%TsV{5oz(ET7#< z_{ycYGzzG@l5%s;KMTK|_HeuX6?iqR4n0CYlI$(J;ZHo0vq<&X_j&>XK9`>470s>8 z0kdk~>^ch3`O4(~V~Q);wXUSzap}XEztj@%7Dc>~j&`z#>*7nkCwxPO9aF{?w@o%5 zy`|SLgSObI^`3jQ5d=`Qz|0>R^Wi5)+IF~0|ISZ!BN|(WXTj$>%u+#ItQhUv?6hym zKzj2PI0~iqO9!S?xWKA6ey>Yg%mz#wxzSPf*u-|vJOU94L97uL?1TP8FqYQORNq#9 zd{DRW5ViVAW|j{EBe^NjqZ@nqljcAw0m3aKoxFa()@~LWar6HTq`>y0?D@&HhTYw* zUBAUO_<}|Slf3|vvUMKwM8Tg7OB(KL0xFN-q9Bd(^PF|BK`JUVSSUH;-R8krTNa5{ z-Gdpi46@&z>g-Bu^W3iidqNu^`0m;f@)vpD#p!I~%3Tz$h|Pt+dUeT-*7>|P<0@*t zK20hIL7O0^lM~FU$dj;bu{CUXOk|9cwv+OXpqJ9xi2tDD4V~3<2A9sig~(otP?Y0h zyms|^Lm)%YYx6+%K-+-4B6gH#D@+ItU%hONd>K5z8qKSz|JBS@eRA{~R|^72NN|qR82EU0IRQCx-DHi;LT1 z^~F$iDZ?1nY~klDlzf`3SUtU+2+md8p;_+^7nl6p@%@VT9*EUx>h1k87i$1xxf!Jl zB;RGG6`E!)@9TAFIg>k}vAY!-QK%g|rE%m(b(e0nMnh7A_p>`OO~ZY9p)he+_pH8@ zAxcw&tr+E5YD&c#<(ZeO88P~;V0UfuKB^H1J zh%cWe8y3NTGIJ{t`=EB2W}dCfUkp~#O71yJh&}Pj+FdKq{mx zM}a7V=fRim&|3G$0beuZ(G+lF2P2At_UFzV+M=t|oT01-PcoOV-L(h)S7P-IV7gOF z1>?Wauv+?tk8cRB3B5EEB@*NMqV;2FAGHhmkoWdfTcEM_WLEXE&#)Q^_f#-hIF7TQh1r@m-4(8+nkjQCX5f{`_H|TYRk$r>xv}8X8a%F@TqMlyt+V`5914xLy7!bRuM%}`@m8x;M?A|f+zOoE5d*2Bpb$r z1tB>q+wg@0KS1_{&7BMFB09qxRU)0}zPR@YcSlv2`$}wmej1rff5XI_(k|5JD68lfqykx+z#qiS@19zlH%caAbOw(`i=e#EFh(aS^b-RBfC zz)V6zjLm#YD!7fd|L;Y7@vpyR3npdEUde2uuhe=Ps1P4J-=Fo)PPThdPnKdVj>Z$P ziaazRcG_pJX;N{HIYQ*9+hb z;0Zh?AXWKk?x}&Wgt9?u`w*c!BP;9vN<-2onC8Ik0wx{y0CuEo@Aan9^S*d_L|D zmlVBLxcZlxNc1TTO|ef(#$72zy)cSxWD5;>cn31gBdt|5KJs@ zd@yo%mKZ+-M*C2=!jC=ZS{HrT$(XHd_x$9{fy1vr5gMA(MNN=MZ)y71-&KdldR;`Z zGhcJqUsP49{=8fKl)dLcs*(FM6?;QO!4_Eij`mL4)AnOV{q4hT2gMA-VIj063o~!? z!s*K|B7PoR2S;lT{WbeSUidmlDWfyAvsd8Vml+_mi=iyq>y+MxPsr$56hEYHhtoxC zq2++cEO?Lp?Q}LPG>I8AvUB#4PRClhYD!t3lgT8hUcC^p>0QI+#_QeqV^W56y}9U- z@-P}AyOEjaNH^b8MY=5;wmR0S)iBYCe>{=0x6Ne^*Ceg54-3LUjp+SJleZy1L`9J;B+ zZM3F@ZG3#c3guFjn(z8B(T&BR){n8h!1W-Q^O+`V0fozsoo+3)yk$*dTKmg71({E% zP?j%lvdIH)6@*#Fq1kGBD$n=BHg{{2>knP%ghvYN|%pXyE(kG;OzEm8?XApSqM)KpGGF#r}O*i9VHSO-K z^1OerHGr(8&>o)cUQ0dY;Pf3bI?=BN$+_>*H{kmRHDgG)jAPqy#y8TaR{e*=U3PzC z0Wh4o2ku8!s^l;sXMxnBF=SxbxNC(5u@7U*R_gd+gXR&14|}rfYpf|OtAixxtwIGuzT0wAW1QacqGO!XAr;g)|!_Jbn4Caatp1f zN3o3igPi@yppJ3Yr6~>7XuIgLsBw|s`zfpG;Ar@u<6m>pv!bOJ;A}SYy-%KG$hg${ ztnX*Ff9uO}*Bx`zL--h~f4dX!6L+bwhaod=_NaV6xVU)bkKYqeDx4HIcRt$O=oehm$NqsXW* zGCA;qxs@c*AKeixk@|;t`SE6!5A2OD*1~-SLs8~%_Ne7uEhE%nFZnq0nv7UZ)7DA6Cufca>?Er> zfqU!lgaOK>V@nY|)?Yt-(mwq@vuCr@Zg*>Ga!)cye$8^Bz5sBxdqJ~`%}mC1x}#lM zp;i^M2_S4BaZ2v$mEybK$HUji69n?rjPfjWC5HcEpnnm;1|&!K3=%xkVVEjs3uoK` z3|r_}kl?iQyX@;`Q#?%~bkF@rPPPE1OPck@gDswxc%e5l%&iCc7Dl z-0>i!JNWo$gPzJ%J%dUuW#>mi2P#@!(4*uI`l8TTEi0k^orPe?Kv{b_2#NXafN(Ia z0;M1CrD)W<)#I$RN&PQE(@qX7)DAXx9T4|5`*1xfKXYx=CR zCv7Kjed2oyuMGk@IZfv7BIyQuD;%b`^l6vKpK0o$7_i9`-AdHMTV+Rb4+r&6^jcC* zen}$Jzw|x_!o;z2&Nj8ao^*zsBHOmM2J>XEI=R$6?H+`01wOhI-fv+qo~!2C^>OK3 ze8?#V20eoeDR5bVgNUw0GPDTwWuT;n(L=4q1Ezkn3{k{|1RUe+;UWFQyLR0N19+KCIzHt>#w$qe(k6#!KH=nZI4&$D=X2i z-UC{bYuK?W)&6K$=TdlQ;I8(4A!%kltsag%5jVj(2MnThaEZX#t6_lp(;lj#=~G_& zCB~Ulag`oz1NVwM=&|b%3fdo~Jr3209-Ke7`>ctxF3+F;4;Ba#i25GL z_e@X9koH@0)d!3oLYgKzp(?6u5PvQm6xzBh3D9)%UF!z_R7&>5Z^ zT5*^DG^WjHx|J|FyX?dcJ5r2{;^ax?ONxK_Ct?UfeH&c{be@4@iKNQ|QE)4PRP~0X z&>-zC6vqhb!eL%9%A<<;hi}yx@6AOiH<0Yx>`NVtUZM@3|&YQ1I z8hp|)2a$e&b9r*#xIg*eqouU#7{<`HkWK8(C`-<6bjY;nP(h{EnZoU>IM-zwO5F6l z&kIxAHx&R=H(u4>0S6mf|D_WsXs9M)Ge7b`#_*;3c$G%3TW7)d+9h!@j!OxK!11o8 z7U+8Lfr*RXMRYR&zagllFrhTnRVs3-o~+J#h18rt7Om>*?T>bsyR6 z>wTA$7C)E`Ra2_7bmV+N?l+n$@TaK2&DwTr4n^6G_SQ7VOxC8|-FP70iEFbA4H3qO zGW(l%(n3zY($;uuM%MdZ)VNg2B5SBPO79VL4_gD-ZMoCGwo=|GDj$D{%i6JivpT?%1W&bH_(Bt+aG*YgyX)V0Sh(F)Cb$r6I@)h~Y@&QJPhyHB$)dgN-Z2 zWX;*8M9}PkE{jsGeSPArtCli<$@pK;Gj3PteC%L=ewt|T72!AD7}E#3Zm=;-AiiR9 zyR=S|pTfEKb)($dFKqM7$JTe20Haa#2YnZGY_~BO9=nQRmPKXI^J+ z6iZwC4`}adk%3;-*MN!>sCmLk2G{7Al~3hd!}+>8vA=;l5CUfHZMc_v+K>`cyu`VQ zIz_2hshKg=#plUco7Fim8}~1mbCppE?(h7z@}dv^O?tvu4|Bf7P|J#?_DS?i(3d zyPW836xFJ(aIZwLRqPg-LPY))1oSE?A3$A!`1(K7Rn~*w2nE)Li-za)deesEqJ74K ztf>wrE`#n&T9!u3v=1=WmWoaH!?O+F#AgaJ@NdbmavUcOg%BT^54Nb2(i9!dJvu%{ zN7kN{1-EGhWk*EK<|(!nT*nxlh~+69M|}wNUKLjDXkR{lPISe)t?#8tob05 z(a@h>8TTMj#?b4cx!tXiZ~8X`yalVXI`22&X`Cx1_!rFv+eZ&8a-}fa=r79Id0rVI zEc@Q8SHjzR9#SgccQ5II644-Gz$R<-krnK&)uJR5H4v#<%0Z%eFYgDnMPGMghLn>j zw-nypM2__16NwSf-dH$!P1KfG-e%py%HiqLW_rYq;pbb?7_|y#sK9>t(z_67#ca9r zd#*yHA70JBvp@D*FP-`RU~367tj25z;zXvH6BJ6S>NL>hCqnx98X58xU02F z2wrfHVUq;YrqjKT$yB|jJs&#%=z8Bw9e?Xe%M9lo5}lXF#8L-h<-d$yUtc(Ryh2+} z`oOtx#*yhAu@~amMW^SpLBHw9Ab}>PaR)V1Qz7}LpN&C#Rwx%Ur;m1340=YJZ*B6B z8S1X{E4j0Gdv^6GtLE@`T5kMyPw2LWhEa7%$^pdYthUV4@kfeW{*;ievAvqX_=T9< zsFF0RILOWFm(C;ogBzn9VO*WrLC5a5B<~%D)RCWb&=KsX zSXA!@Ol`00JuBOx1gauk1^)QgH|5q#jI_6~u`|&XNNMqo3W%D;9)d4&+~|I z*Gpp(6)N`9#`t(gNE&O@pReiT?S~&nev*nhe~HGS)swl9d}D;DK1P2M zMH37|Y%4p>55n>;CrK7PU<^4tG;O|4VWfS0tnC8#hUotRnZRmw6;fS3cpY#3r-72T z9h>&>T!&eNoPhGpU)1#+q%(Ms9g5kli;$u2?j~6D+ALUldm$maP`A9X!`f25Bdk+? z?mjzge=ZEBYBmurEQG3Y*SxZJ9OTJa(J;+avCPRXj(EJ=Uvv23_xJ&4q}Wd48Z!?E z2MVX$AyORiT}4hA7J|LujCL8{^yfGa=_+TFcZmND10jHg6y)II7OkDfRVMV}j7(0_ zT)B$P5!waNlL^jJzAYwzL-iA~wlu&#lL&P=$qAx4{xGsS$1weCKI3b5tLE(L@h6Af zV-3=^+UocbBzguenzAnGu?-G6QLOSPSlOeVT_$cv9={KwJ$@i{AYL@9Ha1%p2TF)c zdCbkiqUyZQ)T#k~Ni{YrD<|7IQjirk5d7J?_4dgH-*PPjcbTS&@lVE5coxL9A`__Jv77q`C}tADzG(gv=S#5c0 z&oht9==%r4r;I~BFOsAW^sS?AK$5D0H>+?%S|)@g0s=@h0}~&PW3N7Cq^d7Z%b)q~ zZwKvlA0MQqdI8^%7MtgSKx|Ds&+4`f5dYb6PR)M2I%$ zEleha4@*9sn+ZgC6xVZn{>6HU!oLiK)J`m`% zBOd)y=cp~xFuiNn#uaDkGX;DMl>PoqeMulpx-?UL`sXpuV~aTprKVXr*p`MY4?P3r zb-5h{4XcU_Y!ijURaqy`>--wqaSDu3($O>6C>Os8@eM2t!}X`oB)bGrT4Dq^ zz~_ql@0*FZVup1_XRMPMm;XBL6RQ8qHzLTT?@tm_;C@ISFaf?u6Lwrw3&hC@WBIsZ zjbc{QFCTFK@|TavB{KA2i?qMm+`XsrbtnWO;s=bN64NhE;eJv+^>Eh${Z*tBF9nL!Gc>N%XF}BAj%ig^$+-Tiz(%xUwAMH)MVm` z0ly#=ULiZVL70$kfzDp}mXLYZ7+M#EYkXGc6vFfKX=vWNJKEtr0jIxt_bwSTeDC)E zA3+vOqQN9c6b>z|;_6aM^ax`$9uFEwaXY5ret15&KsdETS;~(i#g-T&?GLiKAP~H# zq))*UgxLIMH$i9PkX<~SCtfIVqfpWyUw0-*@cmZ@ z92aM%e52Jb5K#o>#37Jgs?)R7x{B^)Xk{1Jwsrk@DpF_FPac%uupgX8N%m4dYLFUB zh7Nx&M<+zqBOLB#h>9cyrQGW9g!!)Z$Gm&dbqY&q&S1pZUB5q`cCLqQls~Z=f>WG47CjSri7wCYKXL^FyX%crE~6d`qhgS76Q~&gGq$kx4L7s z`gO=CA+d&cO%?~qRL#5NkAARB>EHy^uxdq#5Abe4x^zZP!$>TxL>E4K&orgp%eW%s zBbrf60hfaK$^@`2^twJKlguZgpSSXxLqy$sLpDr@v$6Ezof^!2(=Bdxt2gAo!BQI{ zBGEg;7u*ysUG%NfP3IAtU);0Q$(P*3(VYkX+*9xbVQ+9EiuYpuYD#ZxSeek%UM;10 zn3QwQx5JdOd)_xCeEMp@Wn4~*Z~9qDn55a)G?JaPp^J@{I?)+~2&an7Fqvyakez4x zZ=?xmXlNYBFULKM?kOd_pxjep-G_OqtnsOk{HYYU*F3}dI@~?=v>0p_7gDZzJ-z!i zrYg*CjNR%PiXoBhCWPdJ@e{An^6wX^cj$`E!?1SH|2>DDnG#DydLk}**np+Q8sXXg zGZOBD${lP9+q}^I6f%%kXr0Mqn^Pg2dMsIP5NDpC|LZ>+$JzL8o63lTF~XE9E)23c z*5sl(Y}VdsxqW3p#nuT9Qjd%wuCT@j*Wc>}$tXB6N-i!Cvd|jGa)Lp0WuJDStLS^+ zwLWxtA2oLzZhJ{px7EKxTeqeyV#P}9#FHKj(}t-vg?sL2@9Dv~hN4;5YA-`pzJL6= z>&-*d!owi>MnT>xL|Fny7lJbcKx1tpP;~T=xIg+`CMVft#D{W=C&jtDFg!?C!s^fb zzGb|T54&QZy@2Z(J%Lo9icM&-64cKw|FgmTIe-IqRe&PS&cyjYZ6~_vxP2Wwgiqa} zz9CLt?(`66+Y**@6ERg^@<(*?%RA#+m?K}D%f+oW@W^}p_oyJ;yClVb6>IPg-11Cb zOuy-21M3XZ!?S3P}7<2; zY~pS=8Y&-57-qI47=Zd{{Dt)>h(;6;UO%bR8N)8a5 zeCo94bCh7>%FQI|A;#fZsw;vq01oM$Nm`z(ZP`a5&rmv1jksfZO2Z!i1i{$|O^jz` z8+p@R5kE-_2a^=mTmzC*EL=<<=+BY-{LD36K-;48xYLxn9_Mz^bNgvg_ElVm z^}Gg%ejCUcF0pR?-S#jV?>xs0=11XYVp70vcPc_VKQo;z?WA{)>75m;Rn|)j4OFzd zi8Jp407Z4BP0H}IK?H+fd6r~Wp%R@UfdTnH*VUEaug#P2AOs!nLU80iRoEc0Z=XLI zWzpUuZ9j~U)x~|5BsGGl*7GuC)6~e&+2p_ z65$IgB9qqIS0n;^5mn5o#^cyI6(!^BoK3j*7$2zn3SG3?G=00-o#-mKH~s2 zhpzyP{puY!Es)NDOnSLo(dMe0|CfOIffwA0$9u(CLz zrIBytiJPOvza+=tB)y+jfr|m@x_5WM0?g3D#$#NX=pSyu8)Q91y18hAs#6dAj3JQN zR^Z5wwqxtt2LAVp9)5;?`+pz_NMpwQZcGTfC6}pYbQzR9m3Uu5-%z{^?=t5RJv*N* z_KWt$j=%gC@J8s`8+}nv*13#e0D+AOCRtzkIXmnZ#g8=BN$+J?6azL;J0iWLw%jET z{LBzb{34=6CgHPqKAxhWxg}xyQS{ON4kM$ZoAS8lR>F;__jtH^az@^6ASA#Q{R;>f5v$sm1{A;cXScw?oD&c^LkSnu=VF(Pfv@-% z7tby2xX{fX*go3?8ck`qOgAs~FoaGiGb8Tfm4U`fEJHgcUEtsZJsq~KAO_Rn>C*yC zz9g9Su($kiJdmi=6jNDZjNO>zi_QL^<0))OEFw;Ga0@>Zl)3Cs+wdGkMfa@$r3@xQ z**!Qt8kP!-o%f^%EGS&R=B*B0%xdmQ`hw?nooimgXwJo)XT{sW>2g`qzA z&TZBkld4qf3~$I)m%B*8aa(0L3|#uzbxnrR-z`tL$&dxdo_F66m;^~lx?{Wj-k_IGOh1&n4Dku{o<`o*YDyY zW6>I(oO`1|+8a)`R#MI1!}`SPVNWeg0>x5Crs6h(wobLjt4eT<$(fj>HcOU~7$7wu z?5V=Di;;6!xb-tl{&ekGO+K}81@w0Z_cS%BCKK@YQf4l=vh0KhM2@htt=X_m<8H^D zun{ld{rg+&J?U%33YcVkXQtGdx=`!M-?c=De;^X_g%Q+y8%ggi1<&~OeG!}FbRZe! zYN++%YBta?G&VdLO`LZ=s|{W$d<0xj04prLu-EYSQU#q3{WAZ#KC7ga6G?um4^gz$ zu(b(Zhu>lkJXMJ;Rqx=!j~-1+UY@;D_R79$S^OC|9dCfRnU9<}Fk*o)XHDfXKwNNH z3H>MA$8QOt+B4b?r{h#^B-9-BOkwuIuF(KKYhnB3%#awo^)fu<*k8KNc z9iYzxJ?;l#TE93ck?_2l9_^oP_zVb|pVz@jw5~z63Yk%QAN4JMZy6Mf2xu%4{<_H# zi0|G?&zNc9EVkd)y~arqI51UO+xMk07=R*)>9be`R}+Da*C|w-v{6JT|6Nzou}cU) ziHI$i%dhZ~8g!CN5#N2Zw3un&EIXgv@+YIs{$ec<3)gN2kXzaTT^He_Nj#_EL#JDB z$Z+fE;{7}wkHA{IKScn*U3rLwg%Gso;$GK5x;lQU7>t^V%k1eBEaT<^U>(7-2V~#N ziGqoWJ8_fKMYKGhNfLbGcOzYlvp|3jE(okY&jLxIqKDdpTNO%w#2c*<;V&nJ(@9Bs zr_*tVhVtYB`{=PBVUD&R2La@T1Q7d?%O??LIuE0}%g;dFM-5i+B_6S!EMkLE!cq zlbFyS??Rq0bWqGj>Rh9Q=qWObB=t_fw0^7*BO*fTdf35O;B4r8Bu&Sh+Y>^-eKIk( z>MXgP;g4f7j`5pFkZiX^hA#SQJ^h>?hM(A-yphOsXnXtgXu~AaCew1l_W@SIFlOkj z3Va+Ao_NZZcf)#UgE83-SO;*YI68Pa5~E+CMA|%C$cfgu3c$x z>eWLWF^jG}kZ~lvPzNO14sFnRovXmY@~u)lvEaE&+K4YJ-Xi@BCfj4Vgf-Xb*CMhY z)8Gp+*t_aHmVbP_=0z7xbBhEF=8r<(7w-U{#zb}-F6G`FEaTy|{^Cf%()c4`p88E? zOAkTP08N7;wK~I2=}030E8jfMR>rRbj}(NHMcEL_%_R~i$VvmoRtw#$8(5>DT)LCz zY3_yr$8axqc7%2$%v-xEtwN(?oEX6du@nYV^JzvmAe_lu$0noC=Fjy=z?qUi2<2^6|CIY=q}$X)O#C5E5lzOG%0^$&9PQHk9Ax(U_R(5d=5HALLPNnl6|DWz_J z&oqYoP^1p05@+q1YTIf*3udHYzj1lt1x(>rVcM^6t~kR6WVvn0Ui{;do)GURt${MI zge?i5G3QyL1*NJxWW99*mU+ob_(4xKvtB5pqDc{tA(lev^F%;(ZRtaLo9uA1hXRTM6?~v2k)row|@Ypoi55TBqFnV7tJ7>&O$>Y``k6j&0?+* z$j{c^(A|mPBUiz_j6$mJ5+>3Xr%SKEv5{NZ z8lFcJQ#HS%2uXL!`lHu;Z{K>R6Gav^Yvu>)Hv8g#3ugmepSZIne*x)z{Hisfpsy?p zwf|eRU3?pN(r8l5bvbgcxfKFlP!AYbwRpQ5OK?U(74g#zuujr$%t&)KnS2cVlE0&K zVKFaqBIq30v+5W1bbU6yi{|A=S{G^eK4ac??~_JM5Uf(Ef9l zZwJhFAoeTe^1C87fa)*(1Y<#`Yx7i8x# zCW!Q2o5ZR4i%i$yU?>m?ZpvG4SwJXGeVNqk=2-gf`=%k(T8$U1EhkN}S+s*RaVeT+ zXiw~SqK}0%W5MR@t4_2hqcO1rZNnix$*}Tvu$!S6o7Z;N!~uxdllV?YC;xm8DeC1x zDm618&l=U=O!)>r^+YewBSkp>0=VPK*%`2Prtk~{vYl86&aIO~Z5N z(AfCQhR47(7=j;DA zKm4iWaQdw;-=EZ+v$p>aZzwT+>mdk@2X>q@A$C(_0;in=O3PgS{p#lF&?)N~aCV3~ z$x2Zm)@(Z+&Q-CUeQ`#pfeYN93BKbD9lDbe9P+0|-8Y4mTc9z-ndACp9Gwec$(FaH zXCL5>VWO-r_RGiJqy26pauT!rxC?Ns?-Akr)|XQ}No-6R_Kgc5JWwKJJ*09W2?}0f zjdj9kuFQ0wuLEx^Zvq~`&8y`_KD>2|LZB}Aw6yqzwA%fWJ7)vAFEWoC2#jzfz!G+P z10D+5D6jJ_7;fGjcO5Q2Duy~+1@L0EV5s4A45SlSI~7c%F60U^SuCS$h-uQ2QK2!h-9On#p5_?uXjNmrscqD_6uu zF85Fy$Ct>$pF0z1vwnM1jaD^hJ=UKDh5&lTGj>Cz2pCfY?cL8N2kz-3dWpkBEub3c zkiO{@AedY4p4>ix+DqBZL46?P5%=SFklysjFme(^>{%iM=oG})c`}-@fLSwW v3438{j{@BDfkI0uW7{W%isu$syV(;0S-g4Xi7>NmTx(e=rN{Y?p8EYSIa<>X literal 0 HcmV?d00001