From c8dd7399bb1bebb2b87ae9697347dae55caa07b1 Mon Sep 17 00:00:00 2001 From: Ghislain Atemezing Date: Sun, 5 Nov 2023 19:16:28 +0100 Subject: [PATCH 1/2] added main index --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 000bd4e..e9f665d 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,6 @@ # DSS23 -The website for the Data Science School in Bénin, 2023 +The website for the Data Science School in Bénin, 2023. +The event held from November 06th - November 10th, 2023 + +Venue: Institute of Mathematics and Physics (IMSP), African Center of Excellence in Mathematics, Informatics and Applications. Dangbo, Rép. of Bénin + From 6402e6554bfb236af3160bb15324df34e8483d5c Mon Sep 17 00:00:00 2001 From: Ghislain Atemezing Date: Sun, 5 Nov 2023 19:16:59 +0100 Subject: [PATCH 2/2] added new resources --- docs/img/logo-calavi.png | Bin 0 -> 18571 bytes docs/img/logo-minsupBenin.png | Bin 0 -> 81887 bytes docs/index.md | 90 ------------------------------- index.md | 99 ++++++++++++++++++++-------------- 4 files changed, 58 insertions(+), 131 deletions(-) create mode 100644 docs/img/logo-calavi.png create mode 100644 docs/img/logo-minsupBenin.png delete mode 100644 docs/index.md diff --git a/docs/img/logo-calavi.png b/docs/img/logo-calavi.png new file mode 100644 index 0000000000000000000000000000000000000000..b10602e3422851266c6171833855fd7cc15838d8 GIT binary patch literal 18571 zcmV)GK)%0;P)}X8-_V003M70AK(BUH|}E003zK09F710|5B| z0Qmp^{Qm#|00sa5`~Xn^|N8#`01W5n=WT6m_xJZNFE9K5{Nv-}%F4>GudjxNhD1a} zdU|@Mrlw$EV4j|yzrVlI($enk?hOqM0ALOuA0Jm&R~Hu-IXO9SaBx9EL6MP>Ha0d{ zSy?J7Dz>(^02%;fWMlwe6aMPz015zugM022f=2>?|S{qyPU0067Y zswQtHn#Q8}ySe(7mH2~%`2TkKc69waIr`h+{b_0I`RoZq2>+0l03I0sU047j09BD; zz03dr4fSYy5N^jm4DnxCnZpciZOH z=KtsSxKjDKX!x0<{F_$$|6clgNB{q}{><9&*}3{_Pxfnj{q0!%R6eD0W{y=e`_-Yd z>DfhH0PSUm*tMSfuDSo!@38;?Qxi1!|Ddszpa1_zkQyc24KKd9S66OVVhR-h05SAh za`-Aw!?VpIJ}4#;BuP&jC;$L0VK`PRF}(l)_2iVa2PV{DTac%XHfcvyb!bF7E4zD# zYfVXrX=&eQT6QUDMeM?rd-3Vx0xoNszfj}D{16}h?|o{=hXW)~zn0E0(J$K8u( zYc(b)OkY|#Wq@}wD`Cc{7Fc65)z2n=ggO!hJf@&XEIUXT9Xv)mSB;bxVNN`AZvZeN z5Jg}wlaXOsRS`Hd4r!kXkfRVgBFr}c03ZNKL_t(|oZY>PLmbzcCt6kAR998ki|(cy zp;iNG5CRH>K+i@JWwm%4@sK6xrUeoetLpsD_xgR`c{Ia( zc`YP7eKzRw`@h6nerZkcc6dg-e%FKU#~0B;!bwku*IW3Y`|(Azrbdsa%jDybmQd=475HZ{*?ANtX~}j-2&)Jfq$R-Ie>^3cX$d%+2F@ z()-ZGH@~;g+X>L}o(es5f&*+#UjuW?^BfZ%bYJdw6TGgcJqXRy?hW}LF5czx3LSaS zn)5om{!r+l!dB>QdJ3`Sd3qS;NbsT3OUMD52{cc0NOxt5fr$PjFD*Ds z2Sy%}+JZMI^ycNXuX}}ugLj3z?VcQLJ;Fm`Z(gA*S8ivIJRI0UF8^8E(o#0p{g7ZQ z9HF2*-}uv%;Lbf9zJ$SQ0>Sp|H&cS^c{t=I9Hai<^QXRVrF62n@gczGb$LfIq@mb+ zKS;;8#~*aZK6evb-a<@ongQFleU22iJkJw<^l}sYE^jxnHc#HSe2(v=<#zIqKXwDQ z6U6y9H$Ug_rLpCC8Xt7m?z(}d`7>Q$$Q3$Iuz9}ebNHU~q~zuq70A1-=Eph5ue_QH znFUCJ@s3z{Kx~doY@I+U?YfCT^SQ4$HjtUi#ia8Wm$!>p8w3ErW~PZr-ti_O^)~p( zAH{TPXnf-8g-iA$SMaPAw;ev8!;!(6Jx{w*<*q`ZxA&_mG}13rMDKW8Kj-E-ecHtk zz4TJPi$mP`Q}^ z&FMsJX>i9}Hnta3Nt9(#aw`|wdO?vNAeP)FfXH5Gb#pu?Ng}VP>eQuBA)Q1#c9ux$ z8xC|O4(E3>4X!<FCd=)H8ot;!%f&`q~|p{0p&g+dQld@h%t@xC~vNTLC~ z65YzxOTAg{;2Z#J&TDo!9TXdxU(EZ~v(1RODRr4bCRBB)UsWYZ;zeFkTPJ&&!lnmV z3WInX5?-8=WnNZ9jSGM(lBY9t3Zff;_#TlOVEZ0s1fIO_`M!bAKW@J!-GcD*?G6r=#2X48_JBZcib$P92UjyCW`I3R#; zdeR+`I7QKTS-Q0Tc3(~tLQO7a{QGWB=E&t5n`yN^x zc${@sDs-8p_~yx(*ty}sA-(0U#xeKSO52C*azeWI#Xx-}I&WOSFyN7r2qFbex!H}to+lOF0HUK$O?){i5LlHkegPf7reA3Z zp$cs_GY@Y)pO+49h|TdGbRo^A6aMsl8&HNelSl}ab^3yede7;TUxGgoaH&X}p-8|& z(Cw3@)tlM6%O5-s-GA0eP*J)0p8d0LfA?7*!S=moT(z(XHn?yo1d3_6F`BDarb%-C zg#lxTNqet?rSZI^Ox*6xA%75;6+Y**p^;R;_ngB?9{a$tG(U5@?)LWU8iY_uYGJ^41(8eyco~Su)Ju0% zZv%U4&V$IEjm^?b)XHZe3f$Q;nl=?uAKo49WxkLw9x4>tz^rB7-QNo_?GBb?L0WJ; z4@>2nG;}7Or|)2pfbmQNZ&i3Lav53b=LeH}1ArzCBNH z%I&%4JWu-_TuFdonr>CVJxlJ1`)+e+Yi+6qVau zviA?0017FKK+BB@CPN_wudA`Av$ONWwf2$j#vsCUWsGXbFLdO2{+Z9Y-kVTtzKyWC zyk3yL*L$S9d!#*MQCndlGYPH?(w@uArWE!bnoDR=Agb~FG|tkbE?npp&UH0*H$FYm zey+2tr{~FYBUKsLyndWACD@$i%RXn0%>g#ZcXEjd$iMONXS&9YpFKX-^OPs$vRq!l z6`Bli633|%_it7NE;IqzHLqwz=@}>&YK*s|`G!EKJUm-?WaL`U`Qx4KjRI(?A2Ks9 zGm_`|=fvJ#x&9X~`y38mE;i2ymRLfdhR}H-IC7)&_}Q~Po##dxj}$WAZqNDlkSj=3 zML=U{35bw^M8@x1X&u;z0dY-KGE+5BK;g)>o@Yjdbj1Un3pPH}dH$&r?Wmtkes5Kt z=U@#ga{`!e|#`jR|PBYwmieCE|W&sfJu(2MhTj5SjbYV>%|HlK4bw0ed)F*5=D zOOvjI?u$PWn9vkxq^Q1_Rg@9DjXh6wcU*7x`t6&*?I1dYdJ$o$vEyqep9wKtp0E8& z!1JwUufMzbU%Y`P=cEmS0>pr`eh~lYShMGe?hpvb1)s)!NmOp3Dv!7MUwNJ=v}J^~ z<`!L4WU2o?%tS(D5w7asdv#z0_SJTlZD+jg%_G;2TpMi{Hs+Opxbcav{pG**c>WE* z`ChZ&_l|&CBL62Mb2?1Nv!1+Hy`$$nXRkGSH{>~uXNB{lxRmrrs=5yROXoS>J^8sy zL>M$%Pzx|*GV})fYgm>QuK!8LNJsEm`zF{(+Wc>ym;YU!=j*1!`7KYC5E9OL{{6d; zngkij&GEfF&;Qla{KV5lEjPjTwb8t0&soAciyO)rw0;`}ws?TL}Ko+MIPL!u!vR&?8aszfRGcr0l($#qG z#PtnUj00a{CPe)LjO_GpSoVi+_pC3nymCQ>ngW*(Ok?6Dkt*paXXveO`*Z)jf|c{Y@H** zI-|xZxd|yS32Em}_Rx=h{8#_M>HD7NT@tY%ARim~dUJET&j)FDUdT0hhToJS3XSK5 zv3Ae3u`ZG=?6B|6Ff9QHbNIP?$A)=!CiQNxps_)w{anXL*OAdzH`p8t`Zb{hUVx$5 z&hG7f^+)V9uA2EbIQ0II7x_oy`M-YI@m#Z~!@HgRNkmgyHr_2DG#>X_*fQ^443H+V ziYVW^$q7vF6bCW;DsWR0Zz|!!yYT9}8K!--qrIzYw6if68ye;W7l7`%_Of9CME9%q zM}3awe?~3=sf#P*_cnT-_5HcWbHr6u#-565kdK_`Z2OqrNBv|N5J6ob|jaFhS_>0YlTLH|jyC8?d#fumx?c*$xlJ-8`@9lT6{g z@DqQ?^`ataVqn}h2Jrs1Wq9ohcmUMDd#tg&CkGo^U+|4P3pYf+j z+lc3h=DcU{Y7nqW*k2p&s~dE|kJzr~b(}mww{ZY3 zH7;|U7)VvdgVpSw!{|(k$io}gJE+`pKIr#eP(cP&>_L23Nu1g>_HX>=_r}1PkT~Ef z3?h&EA#i@Cv<~04odvC2-wUuersuln#Cc06LBe*!M{TOiX{~o1;=o+|R~1o{`)%)B zQ30cc(2D8f8|^2$yBe?OV)H{1()v;%7#or9!5w(9o$N2Kzx)53J!WMth29R_3?1H& zQ1_MKQ+01bAXqmMC4k(6C}vAA)2lt@IW7eA9=Fy(c}JQ(o>8Wu43)6FmR|l0 zKef(s{M}CxKbgkHge`0}_+T0W6z}e3?yf-w)i29DY8SmBasoTPR8ef#jsdo@ENmFs z^nQH%9`d-Xh9Z2s!!y>E*G@x`5c=ypPp80?976Le!hqsp4jw|m<@N&P2H4tHd0!d&*0m1cYQ|qubdW5bK&uAK3DO+t}3lnYugpdO- zbXUjd7Vd1#N5{ z$GW<+>S{|W%8+>l(_}E!%D{#j4%VTLZLO>dGBpQaEVCyvgb@$5 zw-Ez;oP`ZEdKH4clxR&cxQ8VLW?UcEw3mI;)v}4vDWVxo_a*d_6wFS-9+<7wmWl37b*s+0E}=O4_mJ29>{0$g z4)g6k>m~7RG>r}2S}F`64``JnQMuC?=khZzD3VO9jXVLqKU{8IuZmPa{fuz!dgn+_ z_h=?If1%K-g0I`Yi<(=-F7hjE%epqzt7-zOh=!A*YWnuQ`RU#SZ7 zvkUG!n8wynk>PBssC>3aec&$%-OR zU2W-Y-+rQd?D~z9IoK4&72IVBYR_T(S;RJ2uOGybCfMr9<0`g<{0$Np*_H>Dl1Faa8YqlaXGuSsHh6nZYv9xMX;e@gP`nGZriBbirFZT`b?b+b$h%h zx8oypiA@NXeiIvEGgKR#x&oZ$&X(#;DjcnmlLo@Cu!pL!R~B&@zoZ2&?>o`hGm>3X z5H72LtqNFr&AvU=Y*yQk+-p}=m1VX-qr-LVzSCHOLwow*4XU5MzMK& z$6F@*n+UlgysNr46>KMTNm4G}kuM3gf=U{;jEm8$?V|l_fM~)IY+_(K3^`8sI&20b zRIytjN;6ee`}S596&01T2aBOq6@lDpf)pD#nf<$WY-8(cYikdN*>Kt6vM?}|sC+dS zn?SMk^!`Fu6l=gs$u%lco>I8LL5#b7{6(w0wOzXc@pT+l&By!SqxmRJ#nnF zJ16gMam%2SHHYb=gS+YA5PRFd3+!!|rIWNzR{XPKK&Y5KlZ!0~*hUfCSk(bZl=xOM z;#EW?wui0qMhFB4X3}!oYMvKM$r{c`S#R72?udGlgDy(Nh)(K&?Z}DTI@g3-WrSe; zR%=-5GqCMst9FCE1*@q7WMC_{;vZmBa`XqX@YTRY(}!tBPb}y97FUB3ma(4CobHwN__$R?{mGB$X`W zF{~vw%5JRKzSDB6I|18d7NHCY%`PIhr+WxCiMv9$H1Q_8P&JWL3Vz|LEQ#v$ZNfKv zbXtNz=w~c@1FbG6`n|QTjPc4q#cXU_JJ(@zjjQ^!m)TlVWeI}(+Cx+`$W|UkY@~Ku zLSEQPL2a*~A1`NHfeU3}3*~`M9v?+)hj71-s9q+C2@%{*P^qnSOea*}U6*dR)JtI6 z+%m7eXsaZ6$s&sf7BMgCqD+=YOQL@1AjoYb2b(v7`DLk1jwz?Ar8I>t*`9-K8>Q5H zX(G>TKQyIhudeWW!B37pHF|dBeDNWSJ-l?0Fizr;4g*3;MP0oS@FxAYD^&_iKUV#` zmSKWQ?xHHWqex)BPaKJbZ4Y9*o|6Y$kS6g%7Ng!qB(jy=U*2$#MiNUW0b6ltDGhH` z7M*0ay{SplS=d6}v%&NdPf6xWf!Gx3?Y_> z%d41j%Q^-2*Ia8z$i+7L^|8_8-RGwtBN~Ga90k_^PO_$iS}uO14Pp~Sh|k0(xW?gK zN{XF<8dai7R^vr3yLnq~JYqX`qPx52NXDnV%w-i9p&YKZ*>5$wt9A!#R8nVqTv8{Nt}?e-_y{~1 z3lLTdv(;23w*^DY3vya+`r8M4j+_|D#wNHza-a?GydTSLFt)Xo5X5QT-B3fYp}o}* zE2)Qm1uLmX?v(GV;z=i4$9I zbM~XqFF_nkIjeo_Zj}7K?U1*H3_gX8S1%nr*?8i57B*be&=0JO5$bD;%4>F26z?S& zL3kIH3*;r0B)(zB433jXuOVDj*-+2!-OB!&m#1^)h9SOTvUlz9gwG<(7D8)Ni_IYV4lpUh{f`_5l&KE;`BXZ+qlByw_41;FwvU2(f zm6vXp=uE4U%)f0v0#{PCgOoeL<4sbP6e+f=J5Cp+4wKqt`8InL|F%`V#AH*8P{`v)djnqr*ofSCnQ{}%zIT;Wv$W*GxW;AP z&2Kc%mC@RCiPKYaH{i^uxuIH5(Sft%b`f;)+>LCxVVjisX~CL&!_r9+8D#rvI~g0B zRVcFF2Z7>}9O=!WgdvdIjgGF-v)yBrkMU$DF)zzRDM_8OvX-?&Y3KqkORb-6Z&%&m z18IUDED7#rYbkMuD@-eCY#85mpKrW&Z5=k(xUO7e3WGJ&U(nopCq+ zKpQK_S3_QgTO{$pdU%H_n3GPH7}~YX)a=N*MHm#W3o$09ZJoLh}8Y&ZJk?WZ6Co0bNPa z*0SP~Abi%_ni3n@oBJZjt>aqv$sBBcG+8Xb`s=AdRk3w-?2c*_P?0US3UH6x%Moxb zk=uUuQok%Wt=sq*^5+RRPGIaFt2`xZRtIFV9*Aw&$<`OMr8}&-mtI5U<@LjpIp_gV zN}cn7#Zso8awONZ%w=LzH^U|rhNfh70zn}=*}08WwRYl+P7%rtvF&6^vC_4bE!)M` z?{}55WiKd!b+d1P?MNQPfUfqlBOo`)#wN95s3>9gR96?*@1#m8_s+_IHKDSPkD0+d7>TAcJ-D#yEbwree>&@~RT_Bw>(Zk*$*@WF~k&%CZC* zUG0Q~i?h}-rjRSowH_O<6PHm1jH@_o@i&3-UXWx_`z&n0IeFC%?>pJDtswh`eGExU zv$0J!oCIu*>-;3{1!{4VVrV6nlH$9nOILb{xsxoX6fo^)ORG>D5nDMZ`A$0T2w`ULlK!KfFbmlT+GZCoc)i)R^+YqWE$ z{cGJ>*sO{XjMDbQRwe-0+EfYCoQ<*J$q!d#4h%9ySW8Qa!%S%<++;iz04O&1PfCfs zZ6vpl%N4qy%TkNL1P{}3#dQmq$Wd%HMRc~f2wuHB-pZ?&H{J&fu{(IKt0xy5PwT?r z@~zt|YN(q8Y!j*^sV$qN-nixEii9pU)ygX?>uCT1E}Dr=biY}S*it%~RSNJ6uHLJ< zhC8kpNdNYf2AN=O1BS~ALUZqsc%_inUHyDh*gS3ocQkjGV*l`s{!&aHt`xa#8KiaI3nz5S{j$xcmh zH-O*k3i{!9sQK8r&Yl}*N4hH6RD6RB8$5Xkve<*g6^E^16_|0J%vEhNJq*~0ItLV8 zS5-GeoQD0Cr`&i35GhtrQx~V1hTS`UGNl=jRznoCv4Oqybe}uX zc>ame$D1~k8&HKS0Zo)9$GzyW%kn8UYnot3sf(GI(m6a(Aj{SSFXMl@9Xv>L-oNU+ z*6tna`dT}|<`ymXz#E!70Ie6WHJsK10bSKW7^qmAViWwtV@MaqFOQQJf-LE0RWC$d zn0T?x$TT+|e95m%Uwyjc#F3HFYp;%t{ihS7?Twa|2q1r@$p_4aMgVc%rp3-;T(u5NZ-!=r@_Ql7{%wE%#Y=C$4bt~cfv=d_WcM;+LvPsnJgVgL&-cG5R0RcaKdsO*p&>T) zBGoPS=YR8??LREv+1=g9Fx~B6KS=<3!2|_7RRZKQ*$SDwEbF?vWh*2;fbGpzNmX_A z3honh6@usJef(SxJ)(@90@%~p)Aj0;J?ES0VUBrSdF`D$Gq5S5Xc$;rVTyh>sk(I# zgL~TLosw^hO`3XP@@juS7~Ry=6v6_-oobb`by5sWlveCMymd$2wtW`Jzx(Nb`^*1& z<9gM|Gf$rEdGhgNc+i^Q2iY}EzdgmNs-(8<25j5df}@g~yU;dH_HKucwRaxRqo)XY zn#m#j);WjGRy+I4*M9Zi|FS**E_ z;{otRlH!K{pt)7IB)eq={*&MjMUiDmmWc#K_xC3!#*2bMZ?LMkxVW-%XK6!O?Y08I z_*cIX3KD1=qHyhPm}6OV|(Yt=@GZh z&A)u@M?d<}Pk;LJEzkEN51|F&a|4STrZph${w9B@sfmQlrgvwe25p+A#bWS(Mw_#KYZ_d_(4(hMpYDscwqCi?4_CfC-P;=y z3acth5AQ(#eyH|uxBu{ov7RSKy9KiK3jtzM!_<*lu$MXZ^k@$Xi5w}~{L3G|hJgO= z=Re!`|33EEV+T$_J9_je+ydI^qetP9sz6{;v2*y-4NkyKnnHi8x(w)bKVY$szw~29 z*!1q}k3Rb7%Wu5lh(nv1F-h~m|JYK;AK(@mpO3znNDK_j-?}xs_TGB{R|3~#v|hMy zwQYPl6fCZ+DBBBm^+@e+{`-IV@yRDgj=|6s`f+ zH-GYrGgH6#^_epfLxi!Nn~SYM8(teu(l%hVWOCSQYirhU6M^W4O88>xXivZEl}9tS zO6Kf%rP%1v6;App-A(DRHl)KV1ZzAo|Ni@*eDK!)==;T$t8FdQ<3&|F8?cD@*x&s0 zmp^{Bz1xeWARx)OFeLwf5?H@{4Fpxd78D#hdb&?P6X8Hn)`kZX@i-Y;AH9Rs(udcO zPB=4qXr_ic`TxBOt*I#$m=4GM;JleWA;$)YZ>GOY^SPz@ zTXULz<`?}hOkBQPx*gX|Zuz?(<#p}E+W&5p+rb+4r@#EwPk&wj=5*lb=|CW&%?&3L z(7n{2M*9v6jxtVj;#SI zsv9Y3U}xj=@zm&L-eujWXZ0dAGUh9m$%Xu`*FnaQ3K*j@Bi!n(RXHQ@_#)7@FEv002_Fk|JL%t+ck%do{53}QCO&1 z>0Xlqca}fAX{H~?KmNd^&^8B_>VePq#w&&Pj(&8LP5fp~f zyz)Ee@9M*VEyD_&naYqcCe#C=Mmd)L|4#y(cIqg{_m_h&0l67Er2okoUuq<>l^n77 z%=&j$m(tfB`0b~rIT+8rbvB~((=WeU$Yg(4S+KNrTRmw*Lw~=NEjy6gPOZ|DC`d#Et}XSK0Jbn&03k{<>FGK-Z?>)hsOMMfR|ah% z!WC{UIhXg%Q%4534$nKXb(L5qX|KP#;bywh@E!tgWpz&&2Pq3%ef=JDC>&miFAc5S z99nS1fBVkzheLxt$NbHkgPSRf^=yn#ZGx?iE#MFv71_q00&ENKEY#h^`!1|5-2B*F zs(*jJeswu+jn?2|Ha6QZb3p>G2hS@`!#JknG0n?Id`U9!cpd9An z2cRjY!>q4gsI3p1^Fzyn_2Jcd-{3ppWq5?fpW|a3zNLi^S8KQaufr8p8&OJzsVd(A z;OgrZmYg}*Zr-e4t^c?_ytJ}1|J-|v^GibuP7};8yfW{2|NU%iw%0^WNeqj6B*If{ z2f^MBVUnpuqFii%?ifyEO#K`j8Z>K%=AHA4gHH2fz_zmBxH&ZMnE&{r!PVt~aQ)4A zwyHRtOAAA*D3rQ}s!fU}z*sKd{P^aQFMC*=@u7vmy86}mmGIK)%7_23IJ7iB^uE)4 zXEDCK5*{>D@3s$NA=>7f8JN}d03S=vD!@nqTP^s>Q<@~rnaMRi8jZwA0I*NCN?~&@ zudd!)S$W?%xCoDzKX%~FK3>GzfO;-Cf43NSWS<-oU#?#PWZ}9Ul^Y9V{X6pz!hQ2YFr@DcndZXE5SVt_LlT?znTh0VED{Kab4jqRqzWu| zsuHk;0UM{xp@&JVwd&ER5t{{o&eSLIZeZ98H{V(L7z_(M%gvi8M`w5uUjNq?pb(_yIxH>op;#^oXv*q@Bu%fmOym;jXYl8%`z?u<4?>_2VCp2v4 z^1NfA-i-gl$IhkIp;d4mgC8zqM1OyE!Qou3UrJ%~tr;q);czl;`UnTb>kYd>ZUoyt z_9$SRv(y&_98b>9ae6d1j-OK5TtYU#+1HrDM(lyUmz!9T^9A-X%3>gOHt4~LfCSy}kU z`V6_5QISuWnV*G`n#Dt!rY;k?ofZL`{dVhY1v9D1t*H@pV%!8;vpnxK2bbsTPzhmZ z7e96`tp0u7%CcjjZaJRgCmpXh1ziARLrW7v{@1fraf6oW&u|!)mLLKR4TT5NoWcwk zyqRe|_{JDyw0!Gj;!FC#-eT#ySb8$7ota6W2uPheTz?@B1Nc53ngLkjFt!VW3*bJ7 zemkGTGeH4f@e3P$Wj&;EO)0`mM`UAilZoE`ZBhlHzTD?X_Q{d8fefVqJtf%W%Ukw> z+@h$H&WuATQE>+%MhvqTJFT!j3-&#Kb2XlEH_|zTna)G(A@`Z@`g3&B-vpVX>yT8f*Nvv<-@q&hnj>oa7P2ZB%YJsX>J`4RM! z0TJY8%Lnx_F+3NEMAzuyA5`F}tIdZ${LOr-XK97WBsCd2@aVh1xBQuB>-U&mvG|WIU~?M2RDiz<9;trogZDoAXg*E?hux_eh}Wv3>TYdzI5}X( z0hKR^(IKJwiFbwTX2(F0c}~hNM#0J0eJYf0z?m=*zzd|br4YEm3%YF*;dJj zV1X?fPz|h(DVKkSpLYW`BNo$)C^TJ$ymVm3MuizX4(&&vDIfgd)8FrUlV3 zKs3$zaH_ExdTHMlM91dm=i?8S3XVRV&kj0l3gxtHAEXgaKtt3f{x&TpNe97a+0LMS zmxA;T$1U`hv={k!`4n!rd4bh2)U&t#@nxr_qM(>GHwDuxbYXq6keRl(a~4>4IRxzh zX@_Xb&rcyN*kVJ^$42jlzwEp#yYi9ad!1=7XDgNC59`djpdjOSYM3`rCDP~G*Hia< z-HLQBe<;)hEr_eqYr=GSasizoQB`0R;N)Z#{x)>00imK*!&9dKG;6Dob#E)1bDCfh zSq|=Y?b8${HbZIb>t<@vhS(lq7yt2c?QvZ187sEV#}%P$CM zyeN`k15!DUUt;WKWD ze8qc%a(wRnsBOR?B5unv03&yb;HoX# zy=h{aY9-W}XtI{RrXEWga*o^-F)%k1GcpHNmb6oYX>5>_gzM{99nOzGT)?Wz667n6 z<;BInk2{wZm)~2w86RAwBW0WK>RgCx_d+dHw)V z%G*fHY6ROUI>9XR=q4jcNHC+4l)9TNgC8*xAcQPcAX<QEgU-Q4kloOGG!B?s4rsW^O_Ib`pJP_%Ot5fc&S9n&PDWyL z0WL|ME0`TmgROR&1hzX=No(H(dkQ|O&yeIkp($rTGuIT`aRguh%@~+FSmW@VA!lG? ze@_!-a~`7Gyb06`eCEePtIMWy>BD)*rNcM>0c%O{@3$Z~EE!vlG2Cy$s;Uc<0VO1 zv!-U}R6PlPIJF*V*6A3I8XPJnzDk~#xIQ53>9a@fpp_6$c^XKUo^XPKfIE(Y!%svl zli>BZ&jd4<&J5#?KsPO~jB?vj@W@+(OG~CBT}1R*#T}brWle`V9ZR3oJd$5<3gRhT zM~|US_)OnyAeP~V`A8Bj5#w-bI|<^X8YFV3NJez~sGV-)0EI)kC>cCBNFyTavmmKt z#MV79cSkZ11_UCfP~j5?Xq7X8`s`%nL{{L%bCoMz&w9LJt4qecd4_9uV%^bySR zA)+c8XT*|$$S^HlCIEtNM>3vMfX~c8Na7_`8=#y4Tq@-xcL9x|2Va0UaifaFV{1gq zW13-*V9seeJdV?}IT6v$L?RmDwLE{?&QoYg3yJulPe1*`A3pi$7O5*O#g}M-X%H}d zdI(Wj`C`FQJn0yOmQ9EqFm`fJ-eOfH*Z|KV zA8_0Pby2a->~IcexL}@FfgSnC5K6!)iP#KsuRV7Ijb?FM3i^cO~CW>QzfyCG%NMP8UXq@zo6hKm=Z|MH>+}BzC2z( z5d|gT6|x>l<_!_79G-J)h84PHu8&-+{O+(7lMM9`>ba!MII!%f8wM8g$t)N)7q>`Rr#ld;=+hoYr`K4i&vm(s-Uz6no} zIHz%aM-O1B=rcq^sIfK!6iBwP8Ng~$d6LAX#|=mv+}INs1VfL~)cCgG z3JMOL>Wj*nC`H!jso9Q!0JwId8xqa#4KCrd7Y#Vl-kRqPQpC8c06<$ADb)3e(0v2a z0RyP21i=8(D$H;QJQ>s_x<;cF4ELOwfb3kv>XC@~GnSA7fj*M{XI9B*0qqc0MEU}{ z8zimC5e^j6oQ+{QHR+~$!I7nxa2svFOi!KoOoL>okX)T6=b7DA07wZA?IEI(U13({ z#^bj?7?Qn%1u&zH%mC?3l9-#&vr;aeR5`#RarvC8k}4UkpBaWszRnO6Q5ZaK)*VTj za}fp0>5f^&CR#8=;9{hRF?VYqZk3;h>5G!6)3LgHv00}nL(~zo(j{3jwBeY=D|xb< z!qk#Z=dgktJtoQ#NS-sx5BSZO5=cO_8vTQpB>J7G9Ij*q4lpZ4G}R(`j#;-ob|SB; zn4&6R7qQtSI!Z2rS_3TkC<%^toB?DBu9~>#D4*F=w+;&8Fcpg~$a65vb5Zan!{||l zqtH#@@I0Sc50FU3DqSJt$oH6vsjV6^Mi~>-8Na?YvS!cx(5B8M<{;C?6{?)<=3=)r zT9uN-05#>}d%;HX@BD%TvL+MnF2msIa|x1do0dIG#u`us^pwycXEMq~2b?&vsJIrG z4N5vG%pf-zghgyN9t92p3|0ln&Di50N$5OhX5F}qUxBzrYJ2#+$Q?kE%YU9R(uW6kH1(#9qzzyg= z=g3;(j9rG3IFn9`-_junrIT$@)B0%jyy)JrQC3-y9}qQ}*CP5_oRF`?n&~tHqNSCP zzDn){nGZKK1F{95FBXV{dvV_uo1};&G!AGHoJV%VWWrS?@H6(28?xI+tI-Z~SdFGC zZIULsX@R-n_9!-KwS+UA0>7?m?ioVf6S2S?#u(nvIBGEv5y%1&$Uk_T5luvN?6N@? zPs<#?z7$8E;~|j-q7Nw@CZRE0#X>!l3_LIO5lHY&jwDhz2&D{&TS_Z;_a>Z zEXlxea3qXeYzE#jL25P0WWX*9DF-N*yH`g-TNNdJNAWfsuNeX8kS`ulfNEfN5RW0# zlp+7+fjtb9Q9GPzH{2YxQ9}B#aBdZ_@5kU?S8KxtC%Ru^w?26;C%cwRA>ZaiyCbckl zV4BI;>{>FZ8K_&4NEDdW42(rAnHWftwRi(~od29E+lYW)S~EnvPDada@Rk|Mz+q|B z{(KsVZ7T&Ar6C7%UsE*J-B(@;ga#(PPm^sE$ z$1rXW!Fi539cuuyMr!M|JRHHIgA8QC8Jj^`D{Jmsbj@M%R!ox7)tg{+P7`P5A(}h$LJegQN)61|lH(wM4|g2xXV*hJlHZ z6M^tx#$;T>MJ8U~BxYHbdeV>eG<8;jE;PauA0ZIt9_X$ktB8n2o*e4BvK9-EpwE$o)K8F4e5jhK5_1%_# zKBLhP4k>{qVLmX73qGTKH0cc|EMa4OE7(o9(s#WQpUgt!7U&Y48gs-LdO>TGgY zlOv)Gq?hAU>g-N}|G9NWGsH7VQW=@W7@9y@fcvn49YwAB-+hF}1osht0+Ped7y+C! zP3q8X2*Hv{r|6t!ER*=#3aYLp5;JjJWog1k17L13+#vu1v5sHG$ozg1=_^oDIxXiI z4j9zdz+pwLB?RJ{1)eJ%am=v0%y* z^2w2z4Fl6ttwf6%&if-`axKd!}XIMi1@2NuaS*@~~s^w8bBr61>YbH(F zI4r80Yf&t;#mNyanUlnjM#88o3OFH2p|u6WUW7x-RUA*3R-h%DjyPU5sfupkkxq#4 zSTaHHf^Umfe}3}6aU+sLaIz*tUc{&?6At9LGhpC|a6|>k2qB+ajR{ zrHfvmo0!pYY4^cP5l+)Y$&KMH?i>(tjo!c+lJ(%?d)&y27A%Ub)zsKZ?mIO5xNVf2 zhV!)0%eCP-gL4D1G{M$MsbttKb2EusF&^|5MgXF3F8k%PwHCttFc@R}7S=%JIIvAf zbe)dm8BH=~X6=)FBw*>ShbXlBFEs+Ln%dkc!(IvE2K`bY%*6v>KsuOT(yfy$D5>*? z;*LbJ4`SG$@osB6Dh>odflFz9gvUT)FGcu_l;^ZnqTYY|e%>=UlFkJ*%KU&&h*&@v z00u9iHVrE(hBF6bL6PC)tfnGOvI|~(sM0%R^E8dSR?P!oXuH1Ku)#`~&=894X@fGEOJ1 zWQfG(a8tOU>p-52Xao}&Zf=gI4z$#|Cd+GcD&_^VG?vU`nkw2H4#rP8WkLI56q2^8 zdV-BT)W>Poph_AhI&*VLgycqI3v6*fj?Q4L8jg_1B=3%WWSS-xS|kwdEG7MJV2%lp zz7pjj#YG10@C^XQ#9C_Y19+O~0lLn&`u@hX+!j2T@+kI1QFP5-XH3MsanqdHsnu$=qqGJ9M0S(X;l~YJvVGiy9==IJ(&aLVS@5a)}Fc>0Mxj3Zt__8m?@wn9^sdG`&iFq4mEhWPpjsbh+ z=lx1*KD$|mw-*$gf}Dd_&JNcg)W?hjE#PLb9P4q(G{KU*45)SPNey z&WJ=Jv{;+$BP;BN-CSTM5mW4Xxq>tHr|rq{yPVU$=T=3QpXB3YzpU}Z#Y0MsqQI0n z8O4RIzQ7DFObXzN7u>Ls&}7NbA|^>*(Ar|jL}FMc)w0BF5^WPbsGg4Ykf=rvSbGJk z?>B|~j8?(YEeZt(uo8sD1d%LLka7H@I3qF~1^%pYfrMRAKwTr-jIg{3ECl`ij4IFC z6QTnVJM2*>C35bg7=3upGp5eTVEF9NWG` zeY9I~E!|PYvIqJiWStI2Ch80$Hk{C~GP0(~3i=L!p+^+5q=;Z6M>X@DLYHjF5nVrH z&=Q^%tc~a?*4~%1^-I;qRI{T21iL<56%I5^CYBP3DDL6-j0PUYq^=}xCZlP&p=DYd z5Fo3=1%0^Hf+q_va9#4L)PAFFB@YA{v?BZ4lM4zCL}d+prcAyY0(oXc!NqwI(_!sS zF{4BghbgwKoZGT8_$aT5O5cI>qLlknguKUQf7{%aEd>Wo8={t-(*OsHt*s3w2L`~T zbOa>D!1HIF9GGsn>PA0$s35i8>)_|Fihr&~wqMbWX)Jp*V5HGWWHynk0l)<%cGyw^ z#s)K~B%aAp@cLV}SewoEezDB>j#?F60Zf+Nu?J2Epp)PS6>{=9@(%-dgrxktEOIt_ z;FFlh@bD&4)4=H;zyZpqu0Q+$yyHf#cx%e+;K!lUQJL2?vWg@lAKgF)6|%=x0$f}a zfMvAWuLv@1#buVmr1%aTjT&V4+~&YI;uA&mKYHKM1Ngc8uOc#RMGgC?7$3N-J}+@nu-VPK{jf^()4~+D?2}h$BG%2J!!bJjYnUD|70Ct zojR1>R?6Z*=hZv*-}|bHFSb=~Pk*~An*w@>Zm%TA+eNLtst4A+4}E_5S5Rabt+F8t zp0y7)`ziW#&T`+q1qg0I0t9z&oFGAiYX}x-+}&LhG{GgfyVF1;3GVLJIE@pa;gI+H zzO&EyaewR|cieHu*lVmFt9#8^b5%VxSJhLqW=E;1yvN2M!+?W>!&Z=&(SUBwEL=@#Jnd}lU4%WwX#cS*{PO+pZ4O$Re^gw7Vzj!-YBbUg&K5Mh z?7ZxpY_gu#?%cEh3>r~qb4y_j8M*&9@$yTI_KT~lqc8`DhldBd2M@c0vlR!IkdP1u zCpQN-H`|K_n~RsdtEnfOy$ju66aQsH#=^zS+1k<7+QFXYuT9g>4sNbuw6rgBn*TQb z7v=wL-QMNDL3n|K|5SIiw)}rk|10^I`rpFBYSx|>wz@Lbb{6(7FI5nu z73Adn$JoE5djE%%n@`{$>0e923U;Pe7CP4Eu3!FD>|X+T3u~({FD?1Mil{nUTfAWK zx3yxlT(lg2k>vPqC|`Pp<9~O}Uwr=GKmPNOe+%RP!1W)v{w)OlE#?1s*MH#pw-ETZ zl>g&h|Nnvu<6q>?!v2NPdAv|J)yc#B7utv9BBh{-_Hy{5nMcCG(ZDIlNNRd69cOub zw~+nuEUv}4I^pCTNJ`?Y5)H4}*Ab|v9!ug6T;r>*5~{=qpY3mmj;@G|el=ajDu)#* zV}wV7&huga$ARmaSZSGmz|6sq>^z_Qn+YDQ;|H(o2UpecR>(}L_!bXgyPGkPO@l4?<<{Tx80YgwPT*)DViyYUPyPStu!Ss9 zj62LvL6?DTno)lX2QYkn_tKJ4{%pnU%`$ve@bNK*mk5kEJwR2dZG@{jE+QuBy|@n{MP;p56ZLoFc(J+l}3nSC5h#`FbRM zXUJ5DhA18G80Xw@k1hBZ<WA>6i4~zq^ypS=6vK13bEgH*7Yny3gD>Z`R>N&4`zK z5FFtBbzu*V8@-C6BjFiARywqf!71GV%J}KilkoNkPpH&~jZHE90VAx#kU-oGf&=6i z_uurd%HKkw9N?pr!={vrqlrE;&6F|CjEu12kVc-|asOzV94eVS)tUnlug7z&J9bj;A|{ z%bwm66qW}zN-)o&UZDu1seh`hm(?>&i`Y!@$~M{D@YW$BFC>DPSAeL_NJ)+^MBt&q zO<|a$g}EjuzBuB;0R9L_R#j~0-H$&JI?r9N@6a9T)(UEB@YQkQv^8mMc%U#v315V} zIYNjs)VK(IzLtks#1zu&qwP*#zO+-ser6Y&6(Im)aomju<5H6~|7^Q`uVWzwvY8*} z>LgZ#4?tQIj%j+1!Q%U;!x$uDxr8IP-p>Mm#~dk~NGh=Dk;s}F9Z3KS0KSOr?z8L#~iYHPkBty9LZkp8LmOAN_hR3+f4ozBq)q?HorIH1 zjgQciwG~;CH4NA&QFrv>8*e0lCrL5+`{sI0g-MnH`#%rTvRuS@WsT)4$I|o5wh994 z1IOL}bcU2~Gg_V(2(iycb&CWFO!_g+Rb3cv{4AsDipJeuY5}{^eWG%-xqi<1WY98g zQa-NPYbhlGqonSdWh1(iw%8d*o`)A-{rwzJgs+!_K!w&({qBrSW8Y_hOfLnu&L4 zHgWU{WPX0445M|7Shxv~4HhTunatIROIfdhK_=VMHOBCUA3T&gx`=WfVW3$dm8^n` zN9?m8PYQp6E|%|0?VM?%dERSrTJsd?awV065!8MOCoXJlhZnauUyr0BjnO-h?u2S` z4++k`y`g<++OfjbnsGNxG&#mv$Cu4VaaN;_yTwL*4cy>B?*bK)aDy-u32Q7_b#0WY zeqCwnN6@s2T=8m;P{f=*-{JK%LM1ha(I)|S_Dbrh=@O6{urkxdRhZd2T_d$ixuUTv z>%+nFC<(=wPc4Nl5E4iq4~!vZ6ZJdq4HH*7jB}aT6fNDXQV8_eCisSnn!VWXp}p0K zf+B9#71nyG@zZmBkkYdnTpZ{J*~YvoT7) ze;Ir4#2F-9N%Fw^n__VTXE%CX$A~aLzsqEeGVOBp>UpNG4)i26ZZ(#(O-3$ zyrcUKB2}vwIjqB+1D`7U^_A2KNz7QsD%03&4D=jgrwLBXD++nTS%(i?g{x+5+Ev=O zg|kL>_2l-J_Ekv@C*}L@DWR2d~g~^8p);R1YZ9CT?h<+g4?HvV4LSX4$RSQ8* zASFUI0*aO3)99Ur)pPtU+RWZvs|)5D!8gPhD2tG6`}q^2Gbj}SH|4b3ZFW5DS9rtA z=-o?YS&h|GHcL(d%xQLf>KGTu7+nyGXiVkALNEBrI?No6fNZWOr=H9{eCeKQ0jis; zavy7i)(#8R(4z$-HqN1<>T{q6=i;>R4*S~`#~%>wp%u>L-PL z3b^(xDS$sB+jV#mC@Uhj_h0cHdB-tpRcaToD%GjTX(-ivV;Fa7n6v45{DaC*7Uy73 zv2-;)7Y-5ns2FxeftVR%LVD!*=vTFFLwB!|km zkB>YsbQ7HW82D0xG@+{d_Mor!EzO_oz-3)zEzfGgBEba*>XpXVi@u}3=A z%9uddpLa)k#iv-Bcd&#;Gn!8~#roiBqB>5OMOQM5ADvGVE0r&p&xDzIZQ?L7g?+H64?l% z*y2aelpD?+klng6s#68PLe*Zt6?eS=Mw1=Apw7H_2|gS755UX^t+Pn`AqaHSPA>e% zU#5^lNTW_D1_D*z*8J8kn9C|Qj@$}d;=9(?QYzgcT63)) zf*%z}?y=JG?&zVe8=Q~+q>xj`k=i>k+HMCT!T4K^-S*NClpA4pegZ@Y&+#Th*F{2I zD)1d>IdIR7QFrIhI`_tv_!6r#CmuobBkD%SsG?=~BswFG z)r?%%_`M=iRrjNO+#`Qy#UBetTM#Wgwxg2+FD;Vr<$eZWW%=u5EJfxtiyxHa)X!4J zsny>Ve9>-&CKFQzI_%ADk5_n=l^Fy(89z9PPm+hf=^WiFZ?4B?jdS0mrx^rK9SJ#)&GInp=pT81x1-#aV(tvUN*xhRcf zGT!@5C2yZ})YX%ds+9G4M8`R9Vg9FeFZHg)R4;?{^QQd`& zb(|-I+p=4079#!*{z7i!N-;AlV!hman8L*4Ld>Lp#ZKmq>$K}*TQ3KACG)CdT_dVG zVT=Y!2r$1U<~ILZ@1>c%-8rOVZ4r?J%^kUth< zLWC*Awh^P4Ss|7MYcq;sQZ^MVLqjcVnxsos+TqWnDU(9q9-Nx@7Dji;P>fMlkgpJ_ zONRu?+3REG*`b>{<6sUQEGXO~fb_Ny;?)3VtdJQ9mAI#ZelLr=T-8kb%lsYJU(x6v zc_|(-Z$~mltP4WsbQE@bVHAbQg&5-MigrfuN2i0eg|tYT4fJ ztZkum+|q#~F#PbueL%(Tq|~TgYDOj}!EkK?UIfe9gc*-sg3IpdCgJO|#;KdHUm7kG z=t-9tzQ)y6^qCg@hus_G-e=0sa1jNWmLS|h31&W%vN9kR)cO;eV4~exLc(@ZQgOwe zm>PS;t%PrF+uFe$(zU%#VR~6?OyJ3b^W5?WwT!ABNYe3LYZw0a=4~;fXDN@( zX2tM-)+^7%G}9GV`N_DQzo)PY2~9~T^1vmv&B-E>p9{eyrQi}BFB?e8vgF?wOXUIqQavG;Bye78m12EZhVqk?3O9lg`bz@mu~E&E@&SO)3_V5`an5l{!c&lC$ zKq!kEX6mR$5*i_E+M>%mTM!}<0{l`*iKh#!&u5B=Lw}rI47Cq3XF+945UH6Y+~Md39u+V(O2x%3yegKBv{Y?c<3% zkZ&Zaiu8yG=r}&<<_Q|#ynSp*u_K2te|il~xKk#34Ul{kxJ_zuzY9Ztf(O0X7D|CL zTJFF72ZbkA3C-uRJ?PumaeX#x{=;j5MhZ}~#o8jJ#XqYDv!U1eNAG9JI*Vs*en&YG zjwkeTVg%Dn=mRTf<^&pC0EA3v2)#@)z&H&X>cW}YF`?-Enu3CYGb(Z*EWhBc!{xDI zq<+jExFT2zpHMPy!*P6I4QK*YJJ7_No!n|V=~B#*4CVKcd|V{6$*)SNn*%HfLq1p! zO(n}_L(HsGp8?9#)Z}JQ20%Zh#>tISd}UMo_YQXaWMWCn0f$}i`lW3z&fvo5FXtQh z!$th2f$JXivFbRd2m^dHHIe-RJ`>ru<=#us|GM~gTRQQyBy@rM5x+^f!^+c$LB_q9 zCI>#o-`P0kK6B}1cjnXIN3z8Twff`r>jL3%(7{mVMtU!ePGga_7e*M&Iq~s_Nt6CJ zW;9+?!dKy&b6>fDY_i6j+}w(K%`NiQt7?96KfUBQi5{h`e%8M&nFZ;RJ-qs8Zssyq zqCSO&0CUFTP)+|mbl+jAmRz{R$sZao-TQ%SVqTR5#h5kh&6rRu7oltrbGhEoz|^&Jy7j@AgptGyk#e5_V{G4=KWEaGpK8sPw^uNpYrs>z zE~#~0FseEF?MJdYQLx_oB^73(?%uR2TC!NK(jIrLBCXFn1Uo?B&tKmW8zl7?X4z}|Nn&x^3P`v|=H!lswHNs(b8?=Yypf$$iuax0T5 zv~fE-evk^H>N#V~H(hdXp}NCgYo9m?WP>V9)7{10RDC|2{H_!3itzCi*(}IJJLmOX zN*+~TQ%5}!fc_xBl37&IS8(1W=&0>+Y_F`!lBERWF&{pO6tznmy{yqF8-mc$Y(?sy zQgK!bdwN4e?VWlmW%6wl?IjQrO1fCCEfjSWSC8uL1HuarDw{uY<+&6S6?LA6?(YL* zYuBBMm^{2|szT#5zEAa;lCWwhiWO-qWlxsOQ_oG?-q0&Z;n`F;?RWv~)_OwKDf(Y2 zY!UCiiweKqx zHEYv&ARgd9Jkq;8LO0QfH_hBImXt+)zA2J; zE)oS_*rP$-fuaZoVY>>&cFk2t3}uS%;7fz-=mG4=1tAmquLjYDCsLq8){Xjl<+EM1 z!*wy0F5;}i&VG1EdIEX+@6gm0t<@N>udfYTKCN}U<^gKIFHZVgX>kdK9$hqCa*@vc zotA0PXeHWcW4GVqTwTMMqPOVL5NsMf2Wa2r&K{V9>F6NE);9piN~A^^oFXb21OZ}* z7OH>1i57wgrt$R5>`SPgx50gJO>AR zySr%Y%b+P`=u`MW==EyKzR~K#qx+a0V{fL*+Cx%NY_tA}3M1@es+Bn3fT6wOC9#=p zlt!UOa&CnN35_Fws*5qIAb@QD%*W3`)qy(+f=DyW9i3l+^eeS~NE9R=-uMq>!DwHr zCe(cwBpl9m6%tvU$G&~w4!7zh0ehDFr8VBf*Rh6InAzoCKhjKeN|M|lOHNd$kjdNp ze)QJB1T)F}$(n5jlPR^YW>4;;l*}I?nFcarTNj6LrJiTU_Ny9&oyN&O1H$cI3sz3V zp~cDy&}AZ~k-D0MDq_c}O>3xyriV0}i#pS{A5{YfRG+7I%d69?upV;U%#9d(id_So zEgNdIJq9)@_T>rs$dFqa`cmS3{ZKOuG=Dl4hOGo^BSnSF6WqwyK3xlMEmN3MXq3;R zf$@N>St=0wJl&78gMA)F`7g^=)_Uu79KGQhuH8s3%b%>HEsgH=!G9!4*r)WXkFEJr z!%Y{oK&-=w4f^Rq9L@rw-1l%FcXWQ&5dEESB^P`a+qHXwmoM_~3=-*Mk~Pfr;^({v zeDR-7WHIq1 zT)gL(%q^jwQElVu$8n?Km~6xoNljt}=4QC*1D8d;J2psTGHl6;9)rW_N-8I7Nk$8`I-kz`rY-QR5nrLOJ#Gmcy;W?WG#QOs4M!3wq)H; z$*#N*Hdgh34>cu0(Fl&YM{f=&w-;8X+VdlFt_D`pQ(0pXsiw#;gTvfV@JEMa<04Y# zD8=m*UPHw1n`-$~jaCfr_X}YZi%B)L4Te^}RkbX(45Ctri1*eM!V(?1a>jxqOE@P6 z?`wbLIjK>2-FMK za6VUyaENukTl7?U&zvYBojW1+Do)F9-&_8N-bHQjQ(iKn0WvueZwW_fQe5(ayFy1z zI40th+cr{xFnIiqddXeNu{~rlwU(a`wzIOA zO_tRO8T1(9-wq{N>WK_r>U^h7)B1;lOXA%)_jXoF=pQZDvp)EDYWt+5o1gD_#dBF$ zJfa@6`pGiOsuR|?zIDR)Xgo~SusN!L_3_CW*crnj3uVT*zUy%ljs=ZkS&-rNkpU4% zM%59~-3#Eif7z1_oGiy=yRLF#)y};_4riK}wyz*Yx<47D=A4+;Oqbl%rD7twmSI)F z?vWqh_^jM6K)d=?%G#PR6&1&-orrH5ba)1iO*{{0eh`H8T?##b? z5P#QSBk8nCwdz-eqT?oC=@r(^w`WLVxJV^8q;rEgC6wu8+FlV5=mHf)n1#Qy&wOd8 z?44YKy!$@oqiMsw{r$C=E<}(Gr^S)J;C)Z%AZn-{Y$9u^oL=zy( z%-5Y4wL|V$QR{3?aV>P%~bIaf$lVNV2q8_+^ZAC;It#MQWSR zebbXi7=85ad$u2vZ}{8_?=sAU$|P9y>Jr_Kxw4?Oc2w#12+|>L_nDU?lFme6HvW_+ zTz*%!D@*4foBNf03Z#E-LXbngi85(dRy}n$V1bsyLJ;%i_3ll++PoFhXVH3djJ@Ak ztEPA$-YlF|O$t1YM=2FhWV246v@YK9;yPNqDaA6P4z?&Jl2=d693;4r*U2^4I#j=n zoKUMqB2Y+P%yeRgYdCex77G>%({fzRGRq~5I9`@^z~>al&`k}kC<|j%lCn|c0*PCm z=#G^W&v}6*;)-wP7pkdha_u7L8$9jkw)VRslW<9MS5H4>t?D8nCr1pbRrBo^D+b_6WnW_}k;(6Um?!8y?*e=NWAny`73J0z_pa zJXQt!*K`GD*H3F}5Tu@)swi~n8U36PbwYxu&CR*Rdn2x3M$12TDea%)7Vkv_53ld% zGSSXp(D{HzbH@06-SCiJ4J4-|n;wmK$@Qh4 zXL^a9&)L;BYKRJB>|+u>(7&-h@a)SA@qNH0=NiC_k23rkmGT>|;l`~h1g?@-zubt3 zYD|a%2Y5UuCiYfl%oWn`62}5Og>*0(TSbee<+1+dQXen4HlhM6`{dth(Y^#=Q49#T z!?rEx3JSaeOx71gUKsX3sf(>L=WT$7fo$XyMkS%5j*pq3L%gc-H|yo~@0N|Mjk9pg za~ebpvg$9}8A=aysaSnG0|*#EKR~$KntTAO$XxaY*ddy}OD7L43Rg0PCP?-d4m z|7@k>TRsW+9E5s1;6L4a*kXamRZcYDV%I{0AswCDt(A>esr4EI!Z{$NZf_T3x2gUF zX#$m&;q)A_M${7ln@wH=ojcDyjF13H$jP7WjR`rpWC8SG-M@oC(T-iWQXmnu1p{vT ze{uozI~Zl8QjuTLh`fGdG0DDR@j@}Z0s@|g!PeS6>73rp52rG^sXt(D9=!grDv0qj zp+zmUBJu?AiOMFpDcU`x$sS&a+ZTkUbeGV@s!}~7?x>ntM!Q>BNeY&R6@(e*6|(o zAY17h$9Qb(-$m|{0VQ0D>X?Li7s~?%sB=QGTB7@b{`QY2ayHjXbAA$<3_G0e(ZUE2 zcRoVBFOXnwE4SYpYj&5n0SUgRU6K4`J@dkRbeNE>P8%+lycs1%((=oxL{4mT*A>_XsDpMMX|Z3G4^a^iyPh; zsfu-zv;O4~=XdCI9uCK^*YD?~(xdW!NLU}w!F1kUnCsuaYOXso55?wGb&Q@ z&WhA|z>4h*HQt9cIUigS@WA)VJl#3{^xC&rGwy?ZP8#S$1`IXiL{|)=&bb4W85;I4 zPE9_Q=q$^jp5lTpApK#Ji6=y3XwkiOvh^Ts=;3(WzLvwY&)>lSQ2i%VaAJ^X;PZ#5 z`tUd}1$)YOb32IWl0TUd`_n|iKN&@ljjDHYDTsB4x=pQ-G&0M^?aHwDw0;uY{mI9M zgZ&b~QB%>6tY96@WUF0PPSF{LE@>D0*`-^aP3W8G?<9%{V5$rZK8?+MA`dzWVhIFI z8wG#nfU11jWF4Lx_>`?o`YlE@}7#Xy{=-4VFh`j9nd6^gX`V;lW$!tp| zwuja(NzPSs&mrmD_sw?cq#^fVl_8XgihF2u85PHmt?#h1E-{1ClI*-BFZP#^dY1Ue zafdhu0+qU05`eegBL^pw3oH~})>&1Wol~c9vG!Ji{Rzr7gAjq3{dfP1^0_u1F%@ero_|hRTY)ti z!ML`h=eyJ6r;kIsdHLT>iam@!OrkN*HF9Q%a8}FBprIeZH<4=Ceo)X!z{jS4w6x#= zkqs@FvyCcfbTLJX(E=#O^vph_?|QgTUDeMmsb zqY6Jx4iZIOlCaaq6@%iorxTIPqw|yv#K@reakT&f`tBr_^NVt8EHAB2ymc+ok3GEg zj&$9sEI~KR%*L6haN{|y9IFi(Wmw-Rk>!yxqfEvw=XucZuqiM)^0~hftGZAc%pM5@ zacH7+Yld%LDBPa^QsgyRw-6VuyFWEy3GsYaa1g6VGs;_E=3X*9eoP}l2!)nqmyG=x z9@@ylepW-TLLYxFE_y{XsCm0rM7lmbI#%^VDv(07G@e>B4rG6u;Hh@KN{yJaVA?^+ zFKcwFTU9EGS}^NUU;wXCj`e#UzP!j<0CNS!m;CMu$4BYrbCDj#*Wc@%_GIuE zeP!ZxN&ftj`dQmz-LoGlM9@Ur@s(}D+cHPuW_L#Ja6WI29A;L<)Wzvo_=r26@UBOd zLvCwlNpcheM{;HYtjdyp-@2a=BADmnK4IMbVnzNX&FFW#!rbL!cx`;Lm!&vcJ%$L- z=`;)TF$grg>e+T2n_!*|kv_Swxxoyq_S@IZzTPYUv(+9i1?MfDsJkQYQp3Mdw?X;$7KPUK?U2M!l|y&Zm#31JT=AGgr_}F7q?Hj;Rw0nUcKh z8Yu$f8vRkv=%++)zDiylzVdg4!WFs@Qie=nh@_e=7h3Pw-Y<%&JJ~Xmrw$ZfoAr)S>*Q2tZWo4jeEKJzlzQ?*DEO_3dQ=w;Jv+Y|Gb0) zYNbmF+lcUZrSil05_986u@;wzOxftmWJ?+_PTs-%S=uE71vA0=M~Y?xF?EJIg#9TN zdQW}Ax9df}nte76@1D#&PeI0D;&ne($y~3e<*FtB^a?flJOi)uhChbg`x^>F^+vqUMZj_+L`65MvZ>#SW1-@*AbOYZSW2ShvVV|vL zCEVJu_KmlJh|VZ|_i@JM1*HAPHBou48>2ubTIkciVXP(Dqe}12yDHM5LZmsGPe;~O z#qYShtkQN@T9VFp-@WqMCcGAbV=Y74b>1MI-TCEG#xN-`j|pgNT(GDqhxkQrNGyjRyxowv)u3rZ!tb$w*Bu zK;CtXS61rvmf#l8vrQqa%*2yTw=@ty?1%{GoYRkW5d`u;Y==qeOIe43(fJ*;L1 zM&Iz;SH}JjVd3JW6tA)bL!_XkLtllPxj#KmoorjAgK)RRG+-%__iAn&K*mlc)N;}z zMy>FN=Q@{!ZW6$ZsmEDl<_1`5O%2wCayLGN*O_wCsjF@=B3hpAXNV$NCJe~R>!J?2 z#p?)ZRc?UE@`V71VZB;s%K<3G zKxXH8PJA2no*Zjpn}i!VWzJ8psWGmH6%gK*^g++N^|UBWYLdF@+gG2`bj-}#fE<;F z&nE8*o)I?stna^qeO&fzE>37SSVWkY6U%Vcb>kMtb)?K;VkN`*>6$GU*<<8qd+y7c zQS%2So1F{}{XSed2Au?ecT?NOL^NKn__a@XZfd1*m2hCA4*D!hUI`fBi#JLr(`h3n z6W$vgJsaIi9WWcDOQtDqYD#MdvPI6T=JUx~alP_krUpNC-7(w-E%5gB5$NHZ&fb3R zctcm@@c`1*d0PJrYai_#YfVup5Br9r&0MJcr4R=j?D%8OJ5ReTub~Q9Nk`Kwge^0c z2VdO1sgt6y7Lzw4lkcIP%v89)6F#Y;pvv~*$_G-T(EZmi^Jc6|SoT*M9JNNgc80J@ zpQJz@`>5#P%ZA;3SdQP$gN}(S4EiUna*yxXaUw{eq@`7h8>50db(yC|L7wEDOuglcu9P`+whhyJRRW+Z05!=KFwVD`Gyj6h?3kVKnpRyA46Xawji=N#%;qA;5!6W^`#*7boRc>ReU$Tshbldgyn&D^CX(lp2 zPYw~M%O5#Z9jp#FIBQ;_#JD*d6lF}{ypD+ijNt4p=&zvu7+kxX8`d&DFp`L3lZ6|X zsAz}x^uU1Dx+vuPv-drDb;s2aHNYEGkl@6^UtyQyaT4dp_~ty#CcO6a9UV+Oh+4Cr zPjxV27z@7I67ojXhNJUraQjj`yMM+wCaMnAMR#04n`5i+Zt-Ed9nVo@+thPBu+lPb z{Dld!z3lm)mGf8dxR8KP?RktygB-fY*PiPR-_M`+?YA`D`*w0St?5J+9{hqj&Ar!x zJn=x|IoVF_H9reT#S5+Q9ZR7#;SV9=f;ofsK>N&)(lDYQMG7c2_x*(KbM^f z-bRJ^3}Ke%WZ4Y-Y5o|Q*EkD_Na1=;Tjj-RBem+m8sBT2<@uw%v32<4=Fu8Uk1qn| zUIYmR`@jIfxFL`D%e|uGKSCgbYfma!Q4M4)R-0nNswGIne_YQ-3E=At^i@l1^f-ua z#+Dg%JN9n^I$-Rtsr|br+HqDKzAT6Z{+PuYzAcRG-RbP05HWvdlTS->h0y zwQf5omK!6BDVEAzJD#cI=^Ltw&7A%;L&ZI_bELq?u#Cpe7>;}PF<@bi0~Be;P`?B$ zN7qC4irnmOvT{DT_e>Te^p`4mx3G`50*!-NSd%|xU1T^5s@3)${Q5q{o|_ApbONf^ ze6a4{9F6o4kZK4%GGNG|KKwdXZi@MS2CeK7KZdGA($pynU&Q!RnV*26=|t^qG$EbP z44td$2SBpaCe8Wau2;5|-i;M-BnMY-@e7*~2`)cAF??Cp1qcN4-#Pr&iM>33a(x$Y86wXg8J-BNHSD0U`Om6}}k zgAjvoAjk6q{zJu@(&1BR8BU@N|BaXHnNw?YXAW^FrhHax-h zB|c;GGPD>uRpvQZ9~g&b6%Et8jcW$Y&2kOa~uM!BqbvM5=c_J9I4m|=G$KA$96^))(nl3vkr3s zY_7ob^DTUfE#Z)QpMF)vU-s(Nt?c*7%+2)*x@g*1u9v<3@@P??ajSK2wX@m?BCEB= zNh;sIAhVdg+d{7HU!I+A^Al6$^Voc#HI?h;oIiWz&E?D0mAZwzr==l^ogRSu8UT&v zX@da;qfyJ}Sr>I1tU_Xs0Te9(zkSWa6}gO}wdPw5a* zEvG4`T<}-y4Cxz_uGYnms^W7LhOfe%#EV#y8_UjE&P4ndbQ^1$)d3RBBGpXS#N)n~ zd>4+H+1h-U-p<$D0Y(f`r@*6M>#iJz)0;X*UXItjUf57_cf0F?C_P@NacDu%b1UwQ zPw1^Y)|NDv@%S;gvrS=R{!VYRc}q;Zylip7YU48ChUjf?^%LS*oCyAz(c_3p*K~!Y z5?zPR#i5UNFJ}eT)$OKLBW@4lOm-tN`FDamD?}}?>gAZhAzQI;X<7*8pw43etAEq8 z!mN295qurx{FYc$OxgXbg%JBHdS_hWgF6wB>y#5Pz-{CWd9|P`NIC7KzQyf3*%Nl- zg>d61W5$`hEjkn1i?M{TOjp}61LO1y+=SSJqqE}0ip##iRJ9Lc#@n2O-viH8pu|9} z!7qvZidmE8$){TJ;Zkh0y0!Ai4)2_n**gEs28i64HdnIwJKm{#`0ozt#AcuOHn;Y( zbH>Su0Uxgtik{=BSL+n}kEncxz;k|&%hX10D_p2^V-%#6e(zI@4eXZztvl}^meqH6g*EP-Z3c_>zCwoBpPZ?Ad^=zvb_}&k8-EcO!V?2I zCWoW1X@Bm1?eC-3H(Z9E`8`f(B?w!9t@b$DF0Yy&A5ud&9@PO8`>Ny?YW&7NIGCVE z*!duZ?_Ij8-Adx~E%KSj-jze9OJ??!c^P)@dSf!QCOp{R;y_E0L+db)EH(Q&wOqNJ zz|es3l>)bNOLI_CJcnMbsO2ZeK!OBxuVof)ssQI9p`6){?QJ*PEnUuPO8%?L5;k$O z9tofGNmOjuen|-b)83oGmFuGjs(?YAhm76QLUry7D@zzX;z7&MU8i`Rh%i`}VZ$Em z12@)=iUNLpr-pAtdXZpuhV7N{i2?A6%9s1<)G%>u6I=x_B9$!O+MW#QtVvi6G*M94 zCK&c;3cW5UM-Mz#Z25V6A?AxgO@;~xJ(l%xdT#HyU+jjcuI6BMMTHRscQ)ACbFeLU z#+43S7>56ff;&i^)ONK{@4F97kshvYE%h5&Jfjf*Vl+HZlE_kp={cfw_;@Gawsto~ zWb*785mY2e9DUoBw=oBL`Yx>#>#`9|kqp*V)|dGyE2Axw%r66sz|j~Gxi^rMsCs?i z4e`&``c0VUqKnK`7H^`56nN%${GHK`bn)W)5>$U`NpbaIz((fQ-E*wI>ax1 zUQFC_*LheV;FFD6rE+xuWcc0$He|*6yzr8v9aF(aKK8t8^mv-8u4wjKDW(?ZD097I z;?KI0+3#q(Ua&C8rv(ASOt0*Xz9!v|oUg29rF(B+5py_XkB$>LhS45ihe3`s-VLuP9c(cjG>#T=H+q%bISptm6R%dZ6|Zl$5f0Z zyeQ)uPD1=ZtR_+ zC|Tdgh`TOeSuhTmmiJ1}1MUg=yR2A`EpahOrOxok2M@#GTkor_?Vld}4{jz!3)qm3 zT6`=NYPoA6U;6>uR??gWbpP?d>Ma5{)u769^Rpq_-P0BNqdS|T>W@)~?Wjvevl=DA3E3GN?KL7+i9(92wd@ecFwAcLh7904w-LW#vW;&B06-<})Jh9<>*k9(Ivd@4Rh6oU@lXAA*8y+2w zX%#&3jel>QcZH1BK>Hax1=g>ie3`?!7Y>@Fondm{<6czf|K#ny6*e`Ec-KVOwkO!0PF z+ws6e*67Gt-xET0@AwD^IfsDTpy1jr#T2%6$Z&)2i#BpN)N&6Gm~2`mUWNk{=T7(6 z5^oZ?S%FP$4N`B$#Ad>!Q-U7Bicpxy+P33^m>}dOZ=P@akqm%k`xBGy@?8h<&atAo zZ%8{NI5T{_o@9`bdVDT-1vRIhD+yXZVxQE5eK(385N;xTn{+qpche*b2tW6+^~C|v zPQUX-TO@~W>WcSN`+BSzf7%}#$RO49L-h4ucI{~N)*k7bz5CkVN>e2RDjQf8`{5c1 z#iVkbu4b=Bf~<|vl|$^~$3GI>{DkuwGpJsB>`b7(4r!m`@VXi52kNygoToT2P`C$f zn=+a|f{J(Wm?khV2BTjyjC&_q^!H|F|JtDKr>jhPS+vDT|`|4F8qPD%E_qGwd5>a>f zb-1=a+MnRGuVrtK=BwTu{Na_Z6h3=sFq_oqXAsX(J-^Ib`n89hBlzbhLC!%pvLvUl zsHpES!~E`h!$$j9rWu~000<2S77hnhID)k6G@4)p8CGmsM0E#z@Cg$kgN zpIckYIjMi%t1XY-wpFd2O2+~+BB3G$g-dKFix;y{>H~XqAH3a=B}-}xWeqUH7)nw| zD$$maZJ1mhIE=iOySuyPAS;XAi`9Sj?+J)l^EozXZk8SBAV&KW`n9&}iQ40sBnB<` zN5bZ(pHDk36Odj#+J)>vcMZq}WQm`4KH~bW?BUwAIgc#jVhKG!!%Dmx+3YF0^R3oS zZ>KfTy_Kk39+vj6Tc;rrW8rNB8de7$SuL3IiTpPCKWQ6wZ>7q)-ni;cHF7 zYwbWiqoXpQQM;~tWqWF4WoHFORaI3dZLaHABTAb9 z_hPIDx5PjaUE{A@HxNZ1EK84zKT9>v3fY4gt3p^TZ#+4d72nP;Dnh`=0LcaLsfeXR zRx^VU4UK^XgZw<1Lu-xAeul1>D5VyD+M?p#M_sLq?7qYHNv#+tod1HLgH@p;aNiTv z3aq_iwQ%N1Bwj(XQ~O$eQTqzCFt)Wi$yvdhk?U^m=h4*CXP6-`{$=>er1qUMY^h_Y zyhhlRI%qb|KVNyR_!D15$8YWAvwDRM4p|vt-Xay}|H%c|W^Nf;D|T%P12;w>dbofp zu`hjnq5{z}J|rxSeW_(cl4*)MshV5SmZ`;{`~K*y9+;BMVH#HOwD*AUc#MQZLzu#D z(E3}X`=?_Gvwr{Z*>6M7x?N=CVRG0d1XU9>}V5wJA< z*nLa4eIupk-F-X6%LBTq^z7`o04@vo@D8}2PVWo1F#9{COd^p-O3h$+SNO5J7rC}h z7qPOm`-`wiwP@37q?V?BsZZ-2uNG@~*XPvaWb3k+X&7pDn0d0RooR{tbAm~kjZHzF zgcysrs{IrMH=gK=>wP=ZKCo{*mXtzkK83+7_x4{FJo-!y^3j{*3pmEAdtj3gKjpy8 z{uyw*bv1jAPH#2g8IYG({E=J70X&Kupu`s5N1BCqjHa5}dwDIj#VK+$k?MKZ)K$&6 zaL%aEIXB)COzd4Q({|GNHe=4ROy3UtR+h<$0d8(?iRiJg|oG^D- zbv@I!uYW%>Bbcof^>O~VtG&47`A%&jwQ;Q-*EubZ>nS^7o>uj{8me# z*;LI#=pTcotm9)dOzzac~t&DK_RfV{XMCjCjZnY^HWTVpIVAiZ}TioE-yI&wDH zMC5{=vRp}(aSxK=bty~R=QLH`3|3CjyQ+>}`_+nP!3{E=fmvr#NHx7_JY7BO|EjYZ ze9mX6t_B0EV=G+#rP6D$R~zJueWh; z&$dAZ^Ce5q{2oV&Q>xNhx*5|EDyG%D{uGP#dL5b0sdh5Lj6;ILihzal0wkgpi(V52 zCi#;kyhU#VqV5J{ng+xZ=>IecKfLP;PwPwdPDveg^r z*iw!uxHm6S-PNINNf?cPai0hF5!Y8uuy?*)70p)Co)%F{aB>n*+LY`N{ZL}1AD7|D z9f3USW8VDRf}|+UI%yf(+HsY>W0IZG$-}di76e^n$mnAo5RHRIVqmuu1lC()Y?B(Y z(=%(2fSW_VY)dhdVk`by!a||rboMAkl_1rnbh8f0rk<mzai9gcwcNOtPUWU0)HaZ zUJmZpG0Z4zs_*_}qF=%f)UpO|rCRLoYV!S7+97OGf#bv(hus_aLlxCobmVlq=G?^n zt!%8VW%3u6nkNIVnio_nk`P?7T7_&Qh_IQ^5+@-LnB@2%)igl0|RotjtU`7iQ# zX><9?4VDR}nSD3=qq91X0m6FuRz0JkYzOY_F4=!kUUIK{QOD|f(M>ETUbqtrHm!?s zg0=?Us}8Ut9zNNviRKxu`-OJ?sy3a@uqJ~Z$qo<1f)Y)#(iE!w679qNBkhkw76QVA zfIxWa_s4!}ln~#IGx^-K$niP(r?ElU-bW9IGY?O3bO{rqPzXI6rs?6Y#g}qymZJ#i zU03`}2hF8|xp~bkjrW*_-(4hx3Px#1$8WFc86UhhmflJyS>$@QXS^PEnWvB(VZze% zV8QN2VQLU@fMI$@x`#TGZE)KpG(`-=kN!AIIwhjIeG~WW-sd zf_#UsEtxjDapTs5FHl;gu`6J+8_>OHVGa*U}GSDqOcG2CCc<~7he zTIz>`@9WdNUXX>$8?v+46+}C=hXgJ*x2&s6Ely_Ne1O>J`lej+wv6*jnbu1qUzf&M zYnr56wzgjmt!z-+F)N%$Sn7*2oRUL$*5}0ebym~eu;Up`<+T#}hd7&EsZc5jei!ju zmXcTauer~n*Ge4nC}iUD^LaPNkXg9w3U+%B^!B0QdC*RH9*@eEU)UjkeW!=e4z~i; zIrv2NRlK>Eh97l36fDc=3xzhjk|;YNuekdmFv*p)@mN&EVT3D3QDC1g8<#R&L zrP`VcvRxX2C^ItO$sxZQ;6$a_aWVsuOM*1dN-MQxNLElHL_ij49tokZM|i&x(JFER zB(S5k#>VS9cZ0?=G)t_?wwd86dD_EDzNMXpeL6mOh$plbM#$+%UY?xMHL4~mN}u`K z4V|}cUJk$B(ZW-W>_OEe$MS`qcs4Ag7h<%!w=sB#{Zm|#Pj>m;p6Uj3BkSIb3yWf> zA5u&|m#HqGmI6Qm9d z~S27Q$W%_V_D zAKTbn*oNy>6mD$vUegP2Y*3FTrTjup=H(=ywNSoi>`8c<6sQC?s# zv4L$DgRgEo8h3x4*CMKl>_oWas-|=7Zc5?2YkM?U888w(FXLPr_{UZlum=&bPn`2Y zRMZA12?98b85qb*^S%;gb@L)V>);fZ&`Te5OsY0ZWGYeJ)leH3F_&2!B;CW zGL`+lt-h6Cf8n~a`RPlW(Atx|%w1vWf>+7S0#oi@*jv^4rSGo!-37}*-4G3fxc)BB zBk^IL`%w`#bf|7M(@2yzI^m^l@B}FfQ|An5XXdxK?qWY+4nb5s)j|nu@e8uKW36l? zU9dbjF*M#4RL%T{y+q3F0$8*b>+FVn`26AH?}K=j=vminuY7~dqW)`J>BHo2H~P%g zp!sStpglD3<|jmvfqbJuX;-23;5Je2P0nX&jD0Z2t=PAF`S&aDDJ*Wd+Y1{Z9G*lT zn+&RuocxJ)(%V{RYpe^MICpY9nVi%>p4^gZRj1K?$e@BuG+|J+E0QO3H8-&8OW2ZAv+!V$h^ z^4xrfQho0;ZebATZYaF)MW50iv#`(%2%jKX*uV&$Y6+)*~G2yWdJv z%k_lm&DK}fEqC_7h~aJcZ=>nEmu9K!mh+4*&-htgo8fYWnm@o{%Ijo>dd4 zj2~*j4NXTao+O>$(dMs~?z$d%OeGb^g}8twaL6}XeCL@x+=EWQ5rO}&Pj?fXP;p_d zg9!<)Z;{+}kEcd3%^;5#G}`K4+K!OL`)q@mpzU1t&TfxO2>sEz#)9Hv#f|(Qgu;-= zg9SxZ;Xt5h2;yZVi3ArR!5^HI4q1sMMlp$;HwGYW>?(?V_N?-;ZAHZxds|_bLtPme zf+8+$5FSV=M?`pm_Lv0|V0Y%z=%o|8d9!4PR2i*gy2IOX|Cb`uojL3RDgw*CoktuA zmYyYd_$s_6GW_Pg>q|3@_1$ z-dAp2H`juZP3*VGb_mODO_G1FaK!;QqHiQK79>R#RS+*OoCky&2j5JuZu#`&BkBh1>wGz6#!Kzd#s3KXr7 zG(DSs`7)#%t32_G;sKK$hS6(B9LGUOiJdsG0?mk~ZXntFuTf>X(ZmiMm6yd);#K!%ktUrFOKy=8e)KalNQdwF_yb)3vV9ha=dFC^n;$Raj;2YKi%Bl0(MI>G!V(@ zRWK+wWs3?8VavO|xB|)b{7JZc9uqBLdRtRBrVK)_hQpbP|TtkpkIYI_u6-n0B>8$gnNney)ZZK90#9zs5HlaOi{=&LLm&iK=$ zs|STAG%6s|oyq-r-Er5|yRFCU{&5869V&NqZgDc2a@Xh=K>`g2N-`*;P@OB>U)i$J z8CH}TeT5yyb%Wbhk7)lrOHr#ramH!bb=uGfVZPE4<^!tpd+)>^l2%C{_@{L>H=$!< zWUzXZ>0%4DTI1h0UzH>DI5@7A8LCV_3?wjU@x$7RZ5>>l5FO86=NaUwcwa?tss6p? zB#Usl32+4yt)3kclef}Uw9tD@*SwuuF0SvKfN$mN60+Kq;KZ)VI|$~<`|C$}?OUMn zddjeb`Yy!E*m6dDOBE^=cUfWJbh+VSxf5$p8TNRFOO8xK(fTyUw(8T^h1p0gy5DE5 z6dJy*QT(28#qr`j^RAIo{wz%t8_%H4F*=%CQS@hU z{#1Jci{mc&!U8*^T2bsmNnMs>#vPzjO-wN)l7M)O*LAvPfQ z5^|3I+PXKutXD3-28>cQFebR{&b*iJ{#l!~rxVS-&_4=C&mrFq$oDadZw60PF zappFH^?2?U!W)DNt*G4o3e`qxuBz%AU)8}@%$^gkISN+Gpu+|6xL~VkWO6Hp{UU7g zsXi-gklfS=HAM|7pb;EyEhz zMsBS5jCB^*i0Z5xjkm_+9L7@yW3`UU9YghOy$0xYWm%bRlbFP0Q|C780w%H+vx2Rz zTe)r>?CKivBDY%#Tn#_RZgS`#@8seg{FC7sTzTO;G!;qV1SVS%p_zr15q=r>43;8R zyT;0&1Twrru<7GE?DAaN{G9cEsu})}g=PC?oR|sX8J#&qxBPO~EX8k}en$hpWt6eL z5ejp{VaCyuwv^_V=I1vJe+S+?YKUKHn(a7P@Yap{c*V+PEG5 zBYAM84~oSBH3BYfcBQC<#qXYjh!*OwR^tQ6NkIu+Y{Z!!z@+$EQS~fgUJIGTCoh68 z?3{r+;t2!p#kgbZdX@Q;^RaA43pX2F&-O#e#O#kPfpO^R%io_^(^J6MgK@&0Q#pY# zY})V5c#5$p_@KHy(*c2IBM3yQ(a8 zG_8ctx00NKj2}&q>-?{%Nh=>T5eRnrNlwTc&)}?i#c2|$rP>A8kubNt2y$-CU+S=I z`{lctef)RGr)w&RV4}IQAa#9ub}JWSNV4dw*?R;(AQ>scV7fde*^L*2>e_IZ7Ht(t zr+$X5$x&urbqmP(wkxmlY{u59DBK>hGFj@H+&daG%%KA%{9@+22Ls*R$I zPs;7!sO7p!A78VXjVVl<7u~e&qU^}U((zRZ(TXXRN2z*tYs^#n z>RNICaFx`A3mQuk(FY=R^%`@9{7_{|XBtmR&YD$G2k5oB?f7>45}|)^zikJTi6l zLFiL)QQ&)QWR)j@OVYIiryl*VdFTPoll#u~-=94_ciho6(AznFi7shUs3i@@ziVJQ zP9i>l?dp8?8MvLc*IAH;?)6Pa+NDp9-q0VAR0japg4#u&sTk~&u^R5cW&OiE+~7lo zx5<4BiQnGtM|NKL&NC(6XI)Yf(Ra7p-}y0HJmsY}&h{Imv_&zBEr)eKa^n(7%RS;$7^54axE1FdfB2__A;UML zz&7We|A7)XTnqkA#+#y+P<7BcrxG)JiROC3(Q@(8P7tQJ_&tn6p5Ov1V*>zzXJJ=* zqu1}dW`Ij9yv~HuxekY<~R7>zkO*> zOi@~+#hPsdi`;(20~m2E!ux1|kHXxtFDzn>t!oox zmLX2Ci$8^p&%h@{a@kRa`{0dkSYU+{8ajqYRdME3-#Pkw3ypR#K(3dH>pY<%_5F^c zvrSup6d0p!(U;ZG1AyN?lQh(6flawoUT0iFCV8pl>f$MIy?xF9V5b|h)tWcVYRIO1 zvJI}}AL63F+PXxTsRUze!Z^(30Vl5M@1?%DP2_yp;OYvrj(W2VoTL=`Lt|OcEQo-gY9MFENE0!zK?xYRMB!E* zdD{A|oBYlQ@ai5TW|MN74&P&h*S25?fh#dKS@j^1AevEx4fzQY6gOe_SK;Mj6-?_q zFQjS<&C;sOzO^%Pju955vT`y~MTw!hWs?|f^|@`o?lAXuI*F2t{-8xEWgX}XHl*ZJLKL2`t2shvjXFV6VOUkk^2CO#3FQ; z4IWO6ErNVYhEC$|kkHFVaF%Igd=vIBZ#(i(yf2Ke$FJrNhT;efSJ`7f`@)X*Lu?}Z zETboauz5nqB|L(8w#MwlSdLhhZSLsx4A~q7vj)%2i4TDVn-98E4iO4d^Z?9Qo>Wnh z=m8rwF=#LyD>RMRfqom;f&KVGN{jT~BB0E$F-8ifCiWkR$q{1AlIDCR@C1^1MKy`; zY?A|1u{dV-?-tdeXuDY^V*h}iOU9Gz%_s}a`4cBh%n;!sz5YY#9XTtqlJbLh{u44< zNL*IJp;5J0%;wlgdm*3sbFQgu*TT)k-o-bjE~y*xmZL4Nud1Uz=1v`=pG)?LuD3td zGw$@~ZgCTyd~ov43$qq^YOq}oy8JsSFg)+Fxe|IdN3D`N_XSpzG)^yGPP4Q@bqLk{ zJG~}5Yg0fxU-6!oFtK$yRPETTcxU`w&G(82x8j1UD(Z7IhrY>gBa?mSoldfC8IAao zal6AUVB&V_MQBCwPWS6c8Cy9X3*JFT`u=JOpbv^Hq8%>E$0^B)mXQk8(PJrK6O(I! zH&6A`y{>*sW1LnEHmK4Ot*8f6WBo(c+Nv~?1+dyeh8&AzUFyllLTr0Dx?EYodlUg) zjpxuiY&jj!lo*I@xF;WtHP1YwBRom8MEw@Al}|_7eB5%KnlPU653vxEaS8-PfZozG z^jS!5{qFj^g@z*y^rXmXfhQLCBSca57sS;9_a6*xp_0P3P4u%Tlf(pFKf21ehm9_% z(oaf8xIlI4uKsOi>G=U+!s$=&Ls)`?k55fXt?o?s@iOsg@#7>cBaY`5Xk!zTI;Y8B zs$R_r<3-d(2K&R9jjq3?+A1%s_$bCR#LZtArLa1-X{^<2lk^9EDzd&u&!^EV_cN2g zIP}k>mNA{5P<6TA7g(uTPmG-D62Ld|BF6?#E`^M#&^)3~CS35R$n;e@Hvlvwf$um| zEuwb&fu|=3foR=RLH-K32`1bUkKm)zRmBw5DG7joo2|C*FeLF9JThHnq>(;alJE6# zE;Ri-cM-R<5~%!^Y%YvC`lnWcBwiThKbLN@4|wtK{5ooe(f@3Jv} zVng#W^RaVSN_>xB>93$&&t1yZ?{Oh2&+$t(oPcXYo{%C7#m+0(q!25LQ{CyJ=s$x( zazgeV4Dg9{?rijb53I)6-bZP&KR#Jx<_Bg_lB&IOuDpvsDTK$(OGuyQ%3G#6Q7M@~ z=b2kyr^v&GQ0(O&_Wqj-@IZ6*(v88O50nS&C#tHa!rzl0>HJFrTF}ouLpd zv_CkGM44quPcKc5@3$}MN(!%MO*g@`hsf65VAt|d_Dz4iNb&y&T#&rDZu3L5grdu~a)JS~J* zDt1`6vTDPj59eE#Oa}W7FCPLx#6~PQjglV!K2TCYd$7u;Kk_>(i0t;#1EVz^o3}WE z=v=%{7-i>C_|~0B90aCLnk+^IlaIomO9Zl6xP&xWL5K+L;BPg}xYy-mtkn{Es>gq! z{txu9)WtXCr*y#Z97Bi+{$Q? zfK*)H#{`1pjdjF1R_&pipRklUo|L!d zCy)okzbpz}Mp@8YBX?2=C)_(8a=39tYX|Djb+|ZO5c_Y8I$A#^jM>thIKm*!G}M9zon~kl9FktMaqgz zXH2TLC9hvTCdu&Bz-RPS+|Gm)Q97)2WaUMH<_`ylciiE>-rxK>-mu4Cw{*DnU!a)| zdrroyd*w8Z<#y~Q%E!FFCE!l-Z!bQf5i%?xGS+=CrQ9FTVfSjyPeROvz1R26zl6H; zoa>~Z(*QX`eT${aOB}1Vd-5UAbVTM4d;P)qO$!_vdgpsVk((Vi*UENj`T$Q)4aP14 zSOXY{XGMwe1vfxSj?nbe3`)S;8+Rr`fBaEowEN?g!Dw>!|2@DGB)8w;erel+>u2NQ z3%t7vYVc0jRN4qexmparK3n2Ote)XWb0w;xlpizot(sP6&gdEEL8CB#GucNCnZas5 z@T`ot!=jDz83Dmi8Ml+TpvzI9q%`;p6~i70f;a${aoHTSUre5yVgwpd>5SmF>|DcpWv$ApZc!BdI4H!1t ze9aN^UELag>d9uk|FkZ5w)zT;dquT&NJ%GO;9|PyPTIjS0JBV(XzyQcb98^2bjJ({F*xaX-4dL_d?xHQCHQK< ztPMkL=9*fIuy6S!<-VKHisF0J<*l4Dm@C804o4kS^uT{I*%hz~7w)d~xPQ6a6of!<`4sX%R({=^LGz9$Rckks=;_ zS|TSr95*r+x;dEEWP z8IzL2rs~qbS5H-8bQjR{SaKh=A^flK_!lF4#r<2Q0i@$2;mPk+G~?G#uL0~#2uQ)x z)3OFnp+^HuF{)Fa#@YKvbh^+yT!#mK=-EaQBF>Xz11)6@4-V${`SxrlAhBE_B)vct z1Sl>{UW&d5bifoR??C!+#zA5E#`? z!H>{#oS22%l3M4WKm&`3n}|SGz}UOKj>u3jbh4aor&$RA2r^G!n8GS?>oJj7042Pzu8TV~ zdlN{xo;g~Qn`~V+B09SipN!nlH%5{eaRvtgUt;z+WTt^yHXOxPjQKv%)>Zgf=Fx06%H<>{^ zR$`$^u!luxYj0h#cX;!MOdm7XJ+wni@tFM{Pib-6O?Im4rV!Ol85)y;$Y>hDWhNYg zoDQ0C>fLKZkZiX|vURC957(cGS5=4*UJ#((9XgdQ2qGGbEE}3nFh-ujxWWt`ws~V! z9jqR`6RYyNoAh)2pl3gRpod*9n6Zsgdzhr*#xD2q`k#_Q7^Pbkgh=%4By#C2G$!k> zobRV3hx{x3{V#G%Uiq81b`Kv@(U02rKqHMI*QxfxUTCF7k&H6Q-l&F`!d9%?y^tbY z2PPZ=1`BJ&w8!{?Q!!uz?Tte(4N5h)KK(z}Y~}FsX=qI!oW+8&S&0q$kq7JF3m3cP z)#K@`y|8&mB%q2?ug@5~03b)|@wKFZ@HY@8hwkfbFInSSvJdXSw2VEoU^F5=J{tw^ zy|~_Rs=->IMWXjyKFka+MyOOQ8ZsW84IjhUV_zR|%%0$++NhdX%nhN7q3as37NY!% z_FC2=R&=2x@FSDe5(h@3o*~u0(0RZJfdqP^PPRJlky`r`3o@!2)Mni|-#!b%SxFMqMd2iJ$U{-ui=>=M8qA)!!>eVS6&pqc)q7B zVF)Fv3SP&JI|G#_Iit;)G9Y{DU-&w%s4GlUeY+=`0eF6e?uQy0oSEZ|BF?Ej6OY$pYQxQ*1{z^|N09XnMvi7(r|Hd<(gjfRmn z@g{EAZBIMrArjAEQ8rG(Q^~=^$94DKW;(56w$Y;Qdw69aY#356ruxu3Xr(pnb6g+9 z?Om710lT|kB)#SSiBeCa*b^X!asI!OkeV$2k07kL5RT;tdBso5^9#}Y{$*OSt<1Wt~k#EePQgED83IL^pZ+IAdxU}O@97=>W zoScN$Qz2KYNm8Xp2w(|U3{gah1kz?Q?EVtMZccV`?`~fNYOsV<@m$|g7WT9AQ#w0s za34`7SB=j<%qL_RRnq%Lp@~@{>I7qW*Tvz(1i{C(Aaz^EuAr1k zgb15<_1k+g{DU1At=CF%QPt?E#%a4uaq-~FO8!x!c?DX=bHoK;Y7FhOn&G%mn+nAj~_1e zeaBvU1vM+2xpu@3!v5X#3+A4LbG?2Q zQJuGauhJXWPH4NwhraC^E!y^_n7)XUj|CZI;sF9QHrbO@tOXzBRl`Iok0>S?Cd@j& zr4xsBZ|^2>bR{G9Ccb_r3r*SA*@nkVSUh!RNt}}e%0khMC6dsBu9t!~GIf z>u!ptdh_691iTHDfsT)fMqG8uiMHKt;fCvSqp_J85eYaU7<@EM$M>OwY&rve@%(MS z8NH10ASr9(LxeZ;`>RQ1t5H>Tr%4;&XqUbswy{ z?+`kA}epZ`p!KKm;r2QeghIsz7yJemMm zn#&j{TO=kVMt?4Zae7Kd3|WR|d@7AehPg!73zSSJo{}T%r`wmflpuN(R(=*XtQt-G z0#!KdO+xczzl~#kJFXCpu*vJ{3U6p&-yeDqQ);^(;zA!Vr2iW_l?06qNl>t>=CqL@ zJMFU{?kUIk%lECX{`t%3E63wu{oA#WhdUzAEezlu!)$vV3nge{^yhU|Ac)W(I)u{P zQi7C;XCP(GNwS@7UlC3l0kl|4D4vjwIBMNs#|6`EgR}Q<=*C5y4q!=mQHJQQw*Vss zyn^?4_~o0QwH%a_&atgrw+z6CkX)J|WY5kJ$l2TUJ7+>?vIATyeW5x&c-%_CIdaHN zn^7%GPtv9U5qJ}ynia5q$PWeGJT4$26BiuWZS>|t+)dYQ1td!&n`GIpZK}w zpRP?H&(C9VSfYuJ)slP+BRdm_mve^IFh{_jmus}QhRjzxF}1{w{^i9chJ+D?SC)`t zP;Zqm7}QMv94>Lof`F8n$84615*H7zR8MvEVx9sGA?(UzD3tGu+Wx$WoSc6{&zR6F z%WWr{^F8UcrqmM|TmwJ<$2UUcx-5EZ9HsgHtKHzbW;%-KD6%M#E6<=+*51{Rkpk#^ zI`Zcx?@?u5VwA^-F4Eln36m+S!I{E8NT0`*#PFyZz8C0-1YW0m1g;R2;tVb4u?8qb zzp)cXCFV!4EFVEAuV`DoLokWo&t8;{lyo&l*V?*_4>9&7CjS<8MRXCz5OqG!4iHD$ ziSi!!G2n3MYr`?IhC(%3z74XntHN<5mlhZa*T>cufYi-g>#w1yR|cK z2|}@2R~+=)Qn{Z^S+L_Glr=Bh&2}(ux%(n?ZV=Rb_x#!O_@TmbY1&^ZXnUbf)qC*vV`wJ;H&7 zFk53XKXDclA?U74#a(Qq?g%$g?b*&Z#WMMxt67(3F;udBZ)Gwgp$jUkqtE z#ysaRjI!KWq5bglYXYpupvHX@#pB4V5U4PA1>w=>Zj;*33Lbi{|@N1lCpfAJv4 z*Ih$5s+dl49KDL5bB5dH*d`?JS!L%MAiI0=-^x0IkKF6#*4Ze8dQI2;kv=FgH+ zbqPmrla|WXtB!eqre5j>!v8#qNxmSV!$brPCx?ih2Qg>aBAAww|MZh7G(J&f18sJk z+hJ)rweS$UtSB2X+sIBq-z^J@GcW}S0VU!nnT|4lLTK;jylF<-Bt-H9L-lU#){vp= z=9THeydx|}PJAdb%Hgq_t%a9W%2=s?Gc}U~wt3y^hl#~7_F=jMD*(U6d~(PEu^My$ zziBGRty(hF5Rx7+F(>>YO82_Rw~eo6E)N;G@zY&9&yIn78g^tIY(&%&E9w5rg&sgz z2@XnfBNo~Ln2Vs{TK81UjB{YI-h0?5Ieb5*)r8lP)z+sM{Oi&2$8KEkL5p);9g4P3 zbI<<0!((G}Vn*UU2FS|Ck5jalyxchCQ?d$P6q}@o804_^yoDm{c|8|ah zD*5&GyEl;s(UPdCfE>bg))4_8_xaJYvk2UWkYdk;f!G#Sxs7MWft5ROGbyb#B3&*NftEHE;zLpJlr?Yo`Q`XM?7m@y8h_wSFF`8?= zhv$HEcy$Vz{mB6ozSuG>U2?M8?ULGI6t-56gsYeT>I=;>9%pK4KDK$O93cyhq*i2x z!Y6!QS81kGpTdh$N5|t;t~AA4QcIB$(R{fl&N2qAp~xckRVGi28Xw;9i9b(TGwVbi zX*njFDZvlpK@lk-^iMIkIL7-(Pjo~~*W8N-erx34BNO!UL1Xr*EpGP=!C$TR+I|Aq zw+%`Pn@0S1|2}1MORI2Mkn*=2SoZtrJx`{uW3u{9)%n-JY4BCi|yayC(y6qfw=eUJZ+?c2)RDu;+*-B zwEDcY*+$uL+)#g~X4{=J>wn$mx7AePdC?8-2hV>9$gahqU(3#+>t)n*LJGWmH3vId zGpgsAyKJ1-0P~M^<(BmizuCu^x~ypa<7pGrP61iRlS1mZo!w3$k6;ag(*9xtL%*7x z*qW6z4d|ip#N`7qy!0|F__WSy{HAHn=`0toKW>}BCva?ct|^RMrf#TiZIl4?r7Xkq z8?$xefjc#uT$j6i`LfdcPlc|qf$D*-A^7H)#tOjRxRXDQpFTNy!7g0XxU@wCKdIa3 zm?>TOevkQt;>{vru8evr|Af8pbzL{w0ZCc0%FQ1E@%Rb;#D4PBwxXY7gg3b43iUIm zseaq(pjlw2-o-}?4(_~?-9OMmH(%rd%CU*zpUOd|^exQ2Oo$~E3iD@!wazUK z5NOSy{`@KEb9IsCRvUuc*c%JVS}DM7BYs(d+ut`)f{yS)s%(2vUIIRAhF32}nO{6A zGu|Z@p~&<@NL9LWBpVSw;B?4mwB=^~t_IFH^NJ$~vfTTEev-<#X|FFeDzW~n4d8iG zL;kr0Z@GS?7+`YWUHHm>l1_XcX~}L@r_CeshR8Qcdq0LA9EO_PJP}HfiEMtL730gs z0$QO6nJhmP-1?*x9+4=!z{>vYJCTjZosNz-sb_Zge%j>1wXk;5QN$8X>}@eLbD zBg97BI_Wt@%5;nl+{QaBYFII?Ow-+@f1CUqn&bsVo#-Ho9vfI3sf91Gyucx$och+g zK;+&Ejy7Sn`=^NEg-iN(P-J>YvD_n8F=h}DOsMdgdxfPfFXPRy7dJHB=hw*kb)5{VW99P#c=u>8p zzvJcO0?jVv~%Y{PU7%M*SbaW79n+gb<(YDPji`tuO%AfDNLPhL4_yoXuL|{EZLU*)1WP?5oqJZK`gNKCC;8`(&f_9aV z*Vo0*E@j`cT#->~%xJnwzZLw<$4!Sy`SPW(MskV-fgFJ9V43*FY@wB^b=7X6YnQ=Z z+Si8Dd?_5(LTE@t>q)X+;$~+uaLs80fUdOk`c9tz`p$zIPhvF|%j1N0tj!x8INU9& zm5A8Q7m~|CL8&b*&X;yh+nI*?728=KQ(fov{qi23cpgwYn-zlsI)LzRIP;+FLNz=Q zS=e9oG(Lr&KfwoRg%xTQPUB*FS(lvOxNqP0TOmO)%y3W#y>+YaQFb%Quio3P-`}*| zU0C<^w0n-FSZgdNMHxMudym43RF)lA>fL!=T#0z)(x;CpbqQ{geAdd8zNxsLGFPTj z(2VVH=pbs{l7;!j`h;QMCv47rX6u?Nfv9($qXc$d|$Q-{4kYD?QS4Ibt4te?(($W-ic*}rTL&OyKJcg|?(|>gOAaoZ+6FWDswt3Q*#|8+dZ8fE#cfCcW$6BZGFZ%J2YZty zpAZe2EmT#!fs;)AWJ+VCOFP7@XsD$edwfcs^dg&l#7@C0D=?E6eCHAoS4*gT{dfv4 zjeKX0F^!Mps6qQwkH!GGIndDw#;p^4A>J5efB0!8L?hhA=(0fn#7d|p2W!|}h+tHT z`&a)s@|dyQ?FtZ3a}e41Tjlo31ad^!Bu{%@6YfXG&$vHp|IGy;);?c_+z={l$hH!6 z)UQ+b1l)E2)tm7N*+v7rbZOxL1kn2{*-%f%As3gDG`9Wwl&svKx8=J zp`l6OZfcQHXKZlt0`*kWy;wGXw~COHjE3Z`%=D!YGM`Wpvl2SLmo9rXy=RfPZKrpd z49YRy;qb)pQfV^ENGlD;<}CGL;Z9-|EPmAGUQSU=rQv>_(9qobe~3EAhDzHgY(GE}OoCaMYBTr)X{5fBJl*@Ct&x!= z#Q1vm?26^$#)calB|;q``nY(d4W8&L1T>GVXN%YEo7}>qy|`+VF|=imqw4EM@Oy<% zUg*R*&EN1pZOUGDc%lclD5CAYn_XE;P`@!6D-nbpIyG&kigGKl(I7mcn^;U;}ISH#`fZbcwicW!80GA^V=y9vkG@(2`Hw@tHK zQ&_Cp>e=qxh%@8K{e%|nB||S=C=^Y5?`~NjxR-)J7?AYpAo->tQWk3RR7QfmVCPdR zYTc^AKNQ~kQxF2EH}>EGH|Eofl=+kw0NK%DJD_3T$({q!xo1FUD7{RJ@tbthv2Uwu?JK4g3P9?W~SYt z?lz^ui|zFI6u17-^OPo|D3=tQ8XBY^DJG>+&A7i$I#U^Q*g0LxpE&2Q+i(9pSr{Shw6jSzIS30LF9T~Gmig`DVUSPhJ}tM-MIYQh&xw99Nlio9iR)gHx%)+TRI3-8|Lz0$1k#q3ltXH2yjQ-jRNjF|Wh5J{&>u~lWBcz<$K>K?pY_oSmoq&q4Y zFH1x4ScFf5BKK2fQRPV8Hg7QZ7^#hm@_J3(9Gs$L`1bC=|*1U;K6>e&=b zITc*ncgD{XdCWCFVS+c#`g^2Uua7sumkedYl~}6?ceRUM%uHpsCX?A*EANMoLjD3p zpfbjv&OiC;9jECTM&n)e$zA4%>q0l%PFFf+%R*gT8T7vQORGvK#wrfG5paH@34+|% zdg7wcIJteRbK?LmgP87{X;!A!D&HE<9dFhN!W#*F?|)ie&yABX=)#Pj>&s-2Wd{F; zz1fferRLT3v}5x0VBk;k@lZ-6spk)uxoDACU~}`<^k-p@%ZnkRW&W4V(v!9a9F#HE zwUAMJHOVBZ<}hXh(7s;Mb8}D}YGwKti)d-54sd!CW3e}|V&9qrDD$aA-HT9jD@im2 zuT5QLE{M;1h^9Hb^sxKsj}qaoF{)AO*%%xUHjaWdF@-$yh6|&z`Lk6M2S_PsXcC;- zfV#M#Tc(V~2yK9B+NOb$S@kcyZL9wXH&5OJ#o3YCi1YSUKp(jKBaeE^5GrpHRoo;2 znCbm*g)SBotR6r@?Ez1rQDqXf6fso>%*(Yj0r3R>0J6c@IB*7k8;d@0Bcd7{C@(== zDsCQ)W*$nwc^Zt%cJGD|$$2xW!ejc-!$kE$^%RTRBLo`9Ucs%bfx_H^x-M*O_X*-0 z&y>$+X7Xyy*InzfC+&;|<#LV|9yj&9iG?}G1PpW!D@|IaKn1pXJ{i41pP=Ulf#ke` zd{1LdcDci(+Ea8sJJpUL4miw2jHVFMlI_TjA8NIM)_<(AoD$8`|8)82f@C%~!PF7( z)okA2RpD-}Lz|gKOI6jMy0;zsNrA|o<7V=E9y>de2 ze>Wg%yMy9&w;ub`X?LBHdbco@c?11*BGCu?)!jj6DrW=qU`b4D=#95FN(3ON^fKhG zCN*|ji>VCO1dYKz?OWO@Ht^~Flo8=<<7A+7AD~=zQ&?lFTsouKU|1u-@3A#~=L|E( z8J2}L?A-w1Ba@x2q)8t`XE~L}niKO{rC{u4fK6y9 zjTi0<^qbzaHir&PU)N~f*D|jE;(uBu=H%Y;-7r8K*R8N^rZ3w~Uf1{&RmvQHLh&;t zm9zjaua1J;>fea3ZDGVJ0p*TSR(V-IROQ8D!EUZ$%Iu%^`=-GizOe`KyhP9Ss8=4H z&BUTIo!q@VA5e6z7e)!c{2>KV#drLHL~$68$jCq8+9~&KAXAbB(U3J#p6&S_DIh*K zQdS2gC6E+xukF9vyj}eKV9-97f&&I)G8Uf}-axASI^Z}H-as&7r!*LZ@8MG@A1DG6 z)qTSMOSGZV^wfuXX;v$*SY7;`>kA^BGNy=B8oV`t{y>1F7T`{ zAV)Whp`^<}#|_4dhWtn{(}%rlL;5fiY`zUC0Pagt_MaHz&E2kkv)y-U9P0ol*E(Jp z=a>b#6ap{&KTbDZj%Gt$*p`Ux@N}Y`Y7+o^t`a*juV+-ejLAVsDPZ5-%myk_itM06 zLK(#~S!W%sUA0w|)cJ^K3&JoZdl?^Rx*O|gKFXV4XOabfAHAZx_!^;xa=6l`It>Py z_y8e9OA%X3X3itNSGUt_E}+xT&AouO!<&h!%oZynJbXFy^v|9qSD{C*S>D{)KP|*J z-Gd5HE19uV>(^_4C(2Si%X#8C_b>JQYp{^cOa4Q|?^vDg?V;FF?!Fy6=G}=Sj$@|4 zRN5s^b0#2C*jbc9^Srpg(JA@vgvb2xjX04QX=hdpC9e6{HG9ee<|N^t+OAV2F{j1B z=75mTIIWA)Z(oZtb=?&eUqbpfTb5Kqw&b`Z&%})#oR7)=OIii)Bw2T{oAheVbRgE% z-6yFjIbo0uz$Dm+guawwcl%RY?~~U!nI8ifae%543{_RL-9O3^ADrL=B7{4%KQ*j4 z-fCwQLN6?X0{>&s*fuWT2NF9%#)l65KCoVyA9ns!TAs5ti8_s>tESbo1{(Y&KD}O> z79k$m6qLm2p; zqlA7$K)$?uUAxs3RbJfH$c`zOEe@~Ogs~}<)`iM|WdQ zi^U|cGZ)Nki5zwmf3#_S+3N;icbJevNJ&W4l2q683cM0}`w(jSLD+HFkg%@LCU3LS zYNoCKeYU|>zjjhX)-gUp98Km8X9FWfyA&It-E%C98C6tu5J0+PPYxUycciA zlb~xp-7o#a(;B24&(+}k(IC;$OUSFen>q{Kl=r8W++doA6GU7Lu_nR5d^H`nOzS#6 zd+S})Pp{w|%sh;hU-1O%->=2OcYrbrp!2#x=>9xRw4kyrQi7+5{*k|u?NcMk7}-PI z&!m>2bnxGMlvldQRM{Rip0$M^UUWY-%Bui#9>$mkf9ZCsO~5_0e%BwytekXEaBxN- zs~l9b{Vw=6W{9sPt0>FAZ6z8*@GWB)M~e-iGcONMXei9tM*POBy7%k_Q~RMsYtOGz z=~9;((WF$?4sXG#vXsT7$r+@<_)@Q+n;Mdx|MvI!PF6|B!`Q^Q^IZ)xQ2TBlC_N0% z`e*i*lCX~$k)hs&vYZ#N!5cQmzGV@i(FW+#eR+1pm2wFHs#U^E zgS*^u?sBX+>x_1mBbP?ZFFYG3b9G|0#N3s|J)u@yLV~oO9-_wvf0hK>)!u#Q4fogw zVCZOnWl2bU=>dAn|07X~8(aQlPG2+mu-F;}3CbO@!y%dFOL4saO&e)`eZz-Q2Je@+ zJS7rbzgX3~TFX8`$0z{1; zm}D$cqxDg3Q!mrN+jfe+8>X|Uhk$w#fJvr}`gMNo`;|)konti% zHr?kC%AO0p+Z9i*acxXuO@#X|jqUu-7ks{D>|QT=&E-wwSV>rcctu#!Tvl*oqx2xe z;JSKupc0SgE2in*kJMFU+vtjK8DPQe zO@JaO0F5OfCLCQ%M!5IZGc81RFhwcyUT8UNS8YqU2Xet|3rv{$Nr?KQu?$ots za!hv<<`N-4oDtQq0pI0$;MF21R_S*dZp?Au#idR#JPGKZMGrb8X!+{giUo+wdfD9V zJLEa+elBP*st-J_^io__oN*?*`<>@73;A(m6Tay4xG9&V)%KpZ1vQ*Gakn=LS; z+)YLBRU-JIjsf8427O&Hx55W+X~mtH{iXJOG4KMjvV%2L1|kn`{zjpd%d$wpQvA`S zC_1?kwJC45?7&J_srhFlvD*R+H8-z_GT80va=OmoC2AI2U2y6o`!S(XO?xH2tFx&% zLE&;nt0ZL_Ty@bs`bEr;n5!`xSe+gxLycSTqJ&&K;FcS;)^1dwe1QF-Sac4-5vJZ@APWssJC2AfXL3Q=<>Huw_) zb5!x-U4{K$Rj&t$j`4w(wYb4aCGT69#y19qb8L|R-ShIY)_Ec4o94uemlbSS%{UxN zaOswIWfs~yc+{4+=(2b#UBtjg`p);IV=rf@c+_8}9P~7T$gY6Ac7dbccI-T+iHCkU zTP?#H>8EkBAuw)pN5HNW$MYHVt4MSNNq(e5iwL6ASyV*mOJBK#Y{r5dyTK>dFr1p; z@;=F`6=nxkt?%#VeWD^;Ftzj*yjk@V%GBfaN5p?@jyQ*%FBB`WN@>>J=9C!)ZJ2pl zg42q%$w!zcGD@ebS!^`NGw09p-}EypA3za8Ew1COhBo{ZuJ54%N3|7%CCVF{DxjI27V*KT^tT>-<7xKP!2A5_k3sAij%2PpJOzdQetYN1ve5Dz(bJ z>%#Od7V_#>OU+XG=58}blA~vLyur{pvVK}f@30GhmcM42k+ktGo&6-Y z$kv)6x$RXb%@7G(mA|zy=gyz0@vV*dZ-fv23eZ70MvlR*Ar-bL&PULS#_fIj+yPBZWxB|5PSAFsP{C7C6Na|H#XcedFe2uPxl^P z9Q3+0RA&=@=rlx-Z`WJgY6Q`JUD zeLj8zHxl}Q<~(H?ZSv)_(H_PNak)XsjvLCy4JZYTyE&L6HxBd8&!<4lb}|)dk0s{R zXl;7Y$^u&%x93Y}va|H+caru{^sze@)G>I&kcB4Fd#>0L@r_>RQ`V0n;Jf3`%s@xT z&|^ z=Ba^n*4a4Cuzy!{;Xn4y$PuB-Btd7>usPwe#v*0PR@%? ztWAa$DtfR%=7>DuM)y$aK?E>9=AN<$)We&%MN?|8+vaJqsQWqt08WAja( zcev8em>|RwVMD&yVKYqlZT#HtGk#A@y4fkyRa!mMy|vB*hx)>@uSKe$nH&U{#ww5! z&<%+ysJhqn4b}G7hyRUtV}C6-Om+F~f_D03ST{T+D(LBSu$ypKST}S*yoz_cS2jQ% zE%dV=dUGilbIx}guhtX<-)i#kA&outM4`zosc?-TVP_ds>qSCa{$z)5T`pIR7IJ3N z(ScotEMo_2Rkc50rc>- zTvfD8lWlI#%MZb!1bjJDUhm$i2g=_{$DWF0%ta^ zdXJX9nCJ)vtcB|J?U+(A9iX}`uNB+EJPa0lKQH3G;Qhff+nA*Z^ww%lR#s!Zkct$}X`G$kCbX8_M@6Fu%hw4`(V;`iwf1A?zWFIh9W$dTtBni<1sa9*EO1 z^7KIXB>r?Yx74o)!IjS>u}v`xH0_L}P;M$H5HL;`gyez^G>K!?v}ZobP&L|&82w-D zzYojk!t(`+tOgIlB(-;x3v=j{&}TN0_SixACF@wsVmD|oTKH0=8%}UCRn0C6UhXLV z%j@2EnzO)#4quwj@zI|HCY?yd&Rudi4LachKMf!&-N?YQ(OTH{r&z296@6YZmGurw zAI7d_rG+$y`)lcwX3SLiydW)O}g$4qzGC-hvNfBywCSDyFS_)X6oz2xm*-IRjqje z6Oa}5rcz7DltA%}ir9mDO1DR2YAn%W*c9rzNYY}CFM*k3?L|<1?sf*9U+R!XDSd49 zsAzSGfa7gSQzfJ=S*nz8s+%3#6E_pOY^_Q=biq>ZH7h{Hp`(Qu+tT=+LzZah27X@5=043Sq@ zPeHxG0N=nj`F^yEt)BVJFg@a;6k9qT)0JdmCn#L0?y{&9=E1-%e-7H+~9pFXd{O&RK~0Q$l;{xIKnrY$+iwiISq}m|0xqLW|w$x0t*1yd^Py zFlHuUzii>$XVFzIk{;Oy0SbJfO5aewb7&}Cd}_$~SrITG9x5Js7P<5>U=~l1g+47Bk(YDqlwqe@71$ z0A?Tmpud`|AlNMW>ECyHN;pXS>-tp4wG%HetdsHal${0Ijl+Pq8eW4P+xw-ScCsph zU=m2LBvUADk~`$e;cpn95H|e>h2At>4cetXyh4N79j8i2FtL^_(XV6t#eG5#@K7c| zXu7!PoAi8qD^e2^=lT&2oi^Q-I_Q>~@drPuLxz-wH^~0%H;q)_iI}Fk%T&z6?}sj5 zmenJMbgtX@iyw^<{mp&81e|*zO}WQxR{igE5G9QYCDKa;eRBpiFM?jNaW7AJ1^^=| z>L}kcdsQ(eppY(M4Rn)iof^!G`$zPSWQ&`g zA<>L_=ga-gEj?Z@^NuS25nsCWci<2)S2@rp9WZjY`h9Vb&A%F`GcZcRcl1dh$*YvGFL52X4tKC+tZGtfqim6M^%8p^fh6LmWa;qBu* z=DnGN^6c5){G&x7YnwRsZbi%53N>ZmZ7YHDTiw#Jz&#PPh7Ymu%!jwdQst zBtqbn;a{a^GhErd3v`N>52GfIt=-RkyMUnQ&+sFY4!AIBekEv^=0m}Fx6IMy^z@<6 zO66MB3@FM`!Ur7~|HJ3b2+YrhfiN#M|>rgG{;wM{!{x&HI@Mh)~A6yvT+2?xWzIg z4~c+Y&Yvwd^;hAo^R0nDq|b-1FUx-e>@=>cR{kFY%NH?Sz74X!Zik3NZjM4aTnG?p z!Wrfwy|GeT3m!3e^x2tZPHsaRna^e(b3a>bXB;IOI_8Skep%^r&Dhz+`JfON{YKaX z19Eh!@W%aSW&D1R*1V6&$UM61Hwomq0N{rfkQvx4_!qBYj4hwF1aCr?9?y`4X6uv; z-!^BFih@_f!rJLK{4ozn+jH~@&XL1}9C~Q=@t;#;%;`0)5~CJ8{xBLBu|e@zF(j1? z^4e;`QFtWafP>!zZZ_qrcgKbx1!{VU?8^=WFw3jkOKQsJ#mLlYKPPN%KC4B4Lz^D_ z%92=ESceaGexuQhdiE&?esKL?o)C-NW<@m+6W>AyHBm}<1UPZ z0lND6mp@YVI|VKoF1Ihc%>@0|XiFH~A5#ygWev7ki0>l6{4rQ;cH+>D{`hz`%xes~pakg{7!) zxf}Du+WcZm7h@pOg}peMD~(fPNbSE81Jt2C4;Y;3naI3Ca+$P&7Cuore@}<=>X|Y_ zUK~hf@J%P@MjSMk(oIegb*nyCAr6VhNIl|Yt7)X6z^T=SU!U7)URqYlFX!|B8V!6Q z34OjHYD=;xXqHW11ik>C&V8kW2H6$V!lPMi=RTPT*1;YLW8L)}O1DVsoqU(=Jh4wN z!U+@GVc@eXxR%`=yYcM#ySWE{A5h1}NmkA(XP@%c?%6qNRh3OHW}Vjg=?MW&-(eT|=o!P{8i>vsnwRcu)#DQG9SiR6T| zpm+zR^T)@q8vhWaKm}Dy7>mNN`)uULZ)&I|HdT^&t`QUO>@_{^6=tNoLZU?*217^o z!*6t`QQklTv{a+ucwFFSRBJaKMju=^oak?zRq5J$2+e^^(}CYsC=NAoghF|N~hx7;H@(pV7-j^#hS64I{3P>-14%qtjc)w89lXw8fVwz$yu zoS0IEE_7>#)Z0D$%THZ==}_-lH1r%gNP1j?oVFEfCM}IA>KssOahWRJ7*jab89oFx z+N%tvYE+SWTgwn4`dh&{zN8tS`vJr-2rnj^U%uYGSu^ev*Ccnfzcc@PcK-(t+8Cs^ zu~ADvhWFw)rZ+fw_YEv@J`fqS{u2mtmeM4fH3CIAkg~=`6~tT-{yZK83jHf{7q;*S zC2oA&Z{;I8C~XVm_e}M#!7$SiFP6)M9`@yHq`@ORLUddh5UK1$p@sij*)*2r(k|2H zYBT;t+Q&tDFj|Nu?l4Xpbol`~0VT5GaC%|75M9mHeAR6cvez)PGBSXbwqx?QzxT8G zXv9Wol?kRc7Y^J1;w)$elEqkO1T~E!Q5n z<|+%b+-8tkr@S-!iE!Oohk7dY%!7Pc3Z#l-j#u*rG_^T>KK`6=_5SNpDD$yQqPw3g zz8LX8pNwpU9Gvl|i&f=T zO1YBi`yY(l{ok~)DEX@0EM(kFE~!zTH*k&-?25KijU%s7o5Na5Sc#8 zTF|V<)~IUN0;}Y=a>ro8-D&0i->SL)c;~p%dSMD`z|}iBJkoR>lG>l#7oGqD1WH!Irohb4*04!_5Vm*OBfh z$knt9#u^<+`YJu-Zu2$Ah&$st8U$_m zYGr9pMS$xu3U?-H9|dH_m#zZL)UjPY5=r_K2MiKo%vrh&qpFDM$`$?rAnB_4+YD!` zo8JfAfF2<@B_W#UI*gBb*gWlb21w$?%CAFk5VLwX{|$!u{so>-sKB5!rUMOXYGEHY zRCal}BHkVTr8S{Br2xY3HZlCW2*&!*WL$QDr;9<&(&h19PhQYG$a@cMZfTu~yq_RQsa^h{?3V=RC@Io}Z)q4=j-JsT<(N3$#)~ljSx3%& z|Klvql#K56bGdI!yQ^cx-T}139?JLn=8=2av6tYjwP=&~)!mEusuFpeEVn*y80bIU z*UCT>b#1KYBscSsa=I1;#qTm?)GB8gQDTLQqZBgccL|Z@ z!7%>u!=!wImxXw_&`GPJq9RhBa##w3u1Vd>HTc~sL(m{8g$=)Pjm%_mc7v^P~VhN~rXoJ4yyp#tWT;5`P9zob} z+1{$2mQ2W}-w2{Y7MK`0q4F41Q^h-Tlt6yPMn{n#uurIVTpWPc)FrC}Agu?U5F*x9 zJxQAU2r3Z=W_1q0$A_8uMZs3;ZxrikJu*i22^YM^oMT=`g7C=4AlGi1Q(h6hDflDE`p)hxO?bx7yTVT^8#0COVYOgdR@l&6(2 zvDU`=9d@f*H_CuTJY&HFZk*tM2^tMlL4W-}vm!XiC8|TvPn$!|0)B|b6VMOtdD1h* zb?)$j5}6-2@Z+ zjX?%kiX~i3!yh1~+Hk(n{v?7VD1mV=@|XcRxwduJ@UxNh*oU^;(a@9yPhs&Eh2D&Mmv;;N zGA?hG`-gr?LQ~p*6%Sp@WOu>b(r2wQ$EZNlMN^GUm4Un!WgH+W=N#Fy!S8Dv&ojq& zt{0mqcfj?cSl+8P@S2>*mBR_=rREDT~2z12;P=STU%PQ8df~D-S zt22j1E4w4mR)Dd-tvwwBcqjpwvDS~>s2PJaL&N7Z?4m^j4WTsB3BUC@m`=9njt)~w zja3s6S4)DQyM}t-Iu|FOwenjod;cTUg>Et37o7ZOgI1ZguQ}sHvpOl{?~79RI-Q{% z`&7eop;Og-ynVg=cYEdrt_SIx0wXn}uRXe!@Y56#HYeWfZRgs* z*B*ZUAG}1|M@W;nuAH^y=Tfllhv(ZpE9lQHjz40)bIn*Frcqi93qJ%(rs2vR?%aVu z7V~Puwe3$$td#kb7Y0gETUSH&O$Gl>4OmqS3}V(UD7m;&t*bf)Yla8{g;0!U@~fWD z>!#w()9;wL{jXfUZr~C}5%OWlBsAOh!>VUSD+#?PSAZeRi!9y8oRW%pw7JGgW2a;5Jl5~%2+2*l zSmbh7BnTVGMSpi5MICclc5~RzI$kXk`JJhRxMVud?GfZ(F5Bh%RiG)>yXlVji5w}c zEUHo{nu?%^XB2n58ofkBF%rRWXeclIh@uTt^;M?C7!M40+nvK%9^AtIG?d;z|7cWg zD!j`;8gn?iX(PBPEgSHXVVJtrCy#9)#n^gfN17nNr8RZSW>OM3%4_u~k8SD_+%t&) z(fu8I_fa==J2M&|fIeMZzc$KiCkmoXc(3ccfLx4JQV2Q&2R@f~E!}xYJOCl(&RDn_ zE*kjGL~@V-M-Rzo-QS$~;OVrkq(vTwOoP|I&Vmps^}tWaVS~r6P@|m0@aZhneE0e! zB|6}wo$mxO4&PvP7*{~<^5b!9MGMlxn|}FR#nwbC4Zb@Fa1(MD3>k7kVyv0&f9qx0 zmTTt*7v zNA^O4n6aLZdfb$sdw!;BBwH-av4-YpJF6|Nq-?^{qI}}Bb1MuXZl>+^fotM3wZ2Yk z`@=3n+dBE8-3Bfbu~A==d3p`@MmQN=`DSBAbX#NfLS`fb54?7K&5CW(5bip7XRn!% zQBmNu-nUIuo5iD@C8S|TpW9^JyFi*l309yi>kHG7n3VQCKTD-qUj-+mGxe8x7NU0% zFN)FWd?~#_dzxm2j??Q&N#a*SbdfBScz11mn5N1u(^*S&NlX^9@%0yVV=yMcKWC-1EuC184ICz4n z>rQAK3ZIGgV!+q-I4tf^?erG^t?{Bdeo=2PEegc|-MfkL<*CYG&8Gl(t#QSiAznX0 zFRV2}qdp@lL2VBuq4H6InVc~lM9H29r(o491anu-o@QB-FtddrPEK65EzCzBd+Yo$ z7_%P=|07~6`W4>?>Qf4pu^K2|UEZQV)4yZ5)?01oP(wl7bSU06)s!Mmya8~^^@6% zE-oV?X^H15Oiw;*Bm11V_+im6ttR6V3CEwO|M=dqPT~WFU89uJKWfC{om?(JegWU` zQ@3o6jt$U|H+5pLlpT3`t?g9%xEif@bR3Pqu|2-fY|T^K9pQWU?r-5-+vf9fPs$lM zgO~0k>1fUYiQ&2YO1YE1(u&eO%!mf>_il@?9wr{TzCRJ?{($T@Ap`rQDcB>^Z z-JwGQ1me+NS@EfHBz2g`vX19l81%kk=w?>P0lixL_!0m6S@8F7*cfA5)c(F%2qJE6 zENr-lb&8coAplxZyrqwDyjuS5`M;{kXydPG!n%^Ls{9=rcn;`(5IWB%6;v~VSGF{8 zw?I6DczR`Yw)kHG5krLEeax)O>yxI^7o>UTVFkTa$n~Z9!F!|dj`AT+zE6Ismy~8O zC3MZ4`3M1K1qzMJ5Y0p`rnjNsBC3t2ABqY*!l>GEtcbmY%!b2FGJJu&0y0Wss#F`w zAE~2ye80P`87p(miy>&rQpyp^mpD6Q6{1gE&L$*dFes~5=lGwYB#QpOqUt-PX3UgD zx!J>Spt)O{QE-kuHsHVnUo-?Z@*5g*|y4h~unM`Bvx zyr)F`76ZfZhhxv2FZS0n(RE`0a4E@k6+NNWkelx5Hy%6M6!V)GC`o!lDB@Qsu+^kf zd=Dst^YS-7nk3L^VvhqP;)D(=^x3&yp_u4a%GOaQb_&$BVkQmp`#hP;Y(P+JP(bBJ z0B#HjWB)UHJ1~8*xQO+syVH`T5OUAV*0(^t>-0@k!QSj$+|W(ydR4P!LF)aD5 zKvIz;IZ`1*2{utzg{5?7!?;U3j%gAO&AmYEK)~SXvRNQsWx%DKn+^cmosrQwCilat zEB>qZdd_4Jy+nLj)tZ%4w%SN%S7Xh?GpiVh6G|4{&Vnf-Jo6;9ISW&ftKOQP(2Ae^pU&7US`_#8#I0Qayv_M zOU^s(r$tLez5$BSi)G1`%$HOfXGYs!uq&Pu*Q+`pHaivOW)eH1n8zN~qt^o4Kt=nC zlhQE}a-EDA*ZL>ULn%@N6mm}CrA|m5Sp@7ozel=Fd!`wP3P;hP!@qA(k+&#qhp24D zb-58`Q0`UZX8G5KZY{Oq`lTkqHR0DQ#TsfJ)_iW(1wO6XhU(dor3!5y9dQWNnQbVM zh}5Nh=jE9bX4BTK|Iv`1&9ua@^N&rk)^orksg%^#FIX`T5cfw;mM@}XK;F|5enY4J zD2iN(q61WhSA^AlS)+MZZ* z2XuZ-Su=Ljmp=#T5~UVd5=}Q>BO(U@rU9!(!7XQ%YEFfQ^3&?yAn_?Fjq28Lrn}fe z;6(0V)wxu2_d3K@4=oAzp0LhxW_zvL<}QR)ulK7;`Kg01W>x#>blw+*MNcLK|>vB@171EtAsv(rH0z? zFm=N!FS2YW&qSN@1rBl&+A$Tt=Kou4zI2B>3|84&Pzn88>EjS+DmBOZl{^cyz9J6Z zv{1{#%iXv5nJ{*2P46N|^@MOgeX;k~!M^^7VI5y%W}yACY_v=!_5^p>;j znSTKCit%9z@pU&L2_@pwc^NX3$85*FwN3YA`F{WEW$_Jczsribl$+el!u81chXZ9! zB)iLtUx4g$wL42D_m>s*TGl$<-_wD)J_&CLazKnkxua77zq)>cYpQ%h~?(~ z1i&C~8T494ZWNZ_-JhXuZ%DB4KeYCbA%_ys&~)-y3NBtP(Glw$W^%POVZhT#6;XN* z)nCPVYvx^Q@%3l4-}I97vXs=kfG=yzXJ zp1vx>;eGJ_vGEbkrx+{a%W-g_l7nwhZz^%r=*fKX@tehr@yX*E0Qw2h#z(zr>9% zkz^wuT{zW@gn`A{4OG3QY^o@ zTBklA3Yd+*+Y^R6m1azKB#E+>^^E?{D*|06Fo z-7M!*8ki76;|xl3Ki!jgkH_{_ckdM9YyUUBDlHffPVms6)ooK(oAz7e__m+Ork@)L z=@V2?!)Y0&Y(kKAhUX|e_2ila^|3^PS)AGEUCLbL0&gScu&Yw4jDv;cFpbkX*N9wh z4yPi2K8m~*5xT`rxwDDcv?!~Czdbq6x7P<)XHi3;!5{D!Iw3Ow10|Rkyd{FpYOw*r z%=356JugE=B}qeX^`a@2t!g_bp|NJe!Ks;iT=Z;_cODGN8dBDCoHPH&?tXccYh+Rq z>03#OHP7U>?V2TT*EaT>IVb_?Sa6_|QkAk9&-_0%-G{@)6EuS^F(o;M1TOogIYxd7q$TOXI*#JPA3bBC4H(b2lKgKkEtz5Af_$Dq_* z5^7$I)E3yF{f;6DkHhC8BP&DRv0b6g9sfJx-msYFe_tuQSS%>q!`5z|FB!GmPieQ-?YZ#{x#A6J)Jbh#Idcy*%C$ zCAxT891_NL6OEMp`Gy`;UJmaP9arqqBy8e*%2v`X_lkJzD?7TCmN-RN~?WSqjR#~+(Q{WFQ&!>*yR?rudUOBxOhMx;etMomoxno4J=$0FB9u6#wU6V z$No;s?`IkA;r}}s`dw=&@U6Tl#4Qm48jxcN;|8V~LmUe+zA|bI+iFO!< zIhCxM=l!lXtSwV7q7`?(o=@u?%%OkX9~}q9fx7qWzSw1PKPhI6)ivb)16LG6LIqcK z#IKpYm%F1HzjrSz20dx@q|Dn}XI3`0Cj-mDC|r8oMns94S%cZRxv=o?p1m8#OP-@z zQ||{~N;fe^SnG%qW`NUa5#wd<{(c?t?(;{giJ5j~g3ohD(fRs4%nQ#NY$(KVge*t~ zt~0CZIOz>Hyc9po?L^NpAQhiUB@Nsn@5KFst(B?H;&OW+l?yfEBs$)eH0G~o;}v`j zx!gD0QGPUhX8#kGJ6Pp&4V>=~)CqTgN;h_D` zPXE1c|5w%9sqs^l&8;6huEbBW|2qrt|MQ!-MA$GA(&6_$A#$1{(QBL37VoLQs1i8{ zO3P^VnDWSzS#eiw$4S3%53X+p87{IAt71I_fA(~4%p_-AdP0tpxW}$ zYGb|fk3ujvRhT(UXq&1*f|gto(Q>={H%^F%vomWf|1Ip^kkDuX#n#u)Bt1R7{kj)n zSpv?ek6Bt#mJ$WlaYh0=J~MT!v?N>efNk72pNrA*nA=00n_`op?zn;({qo1nhZZf< z1TdEDi~u-Ky3IsoImGMA5Jj)+qM7zTsCvinNTa4(IL5@7WMbQPCKKCsCZ5=~ZQHhO z_QaXkwmRn5&x`MzbN}i7(^vPkyQ+5WRco!?lEK-K=V*N`N55%df6&3$tN%wN#pLzD zO59pn2GLD{{9gdgK8#6r&4TUc#eB?p^-==gibnFC{;rjJ(uq( zn<ij2nOdmB!PXLRh3=lVq zr7YFy{<1_E`B0f)x*??)cOOd<4Ami9v)x@r{3}Ypfi&d|yc#Zn`6c93mBi3eBsq13 zELoh)oo(CsAPCp-WF@8+fZE&t0JjQLTI?N{CAC2CeudBdyPfa;rE~*4saB_N?DFxx z!)c2kOCH}T5qR%Kg`URShvSM>6pBBUhc!d8Ba=@{JD(UH{tI-6n!|R1b>(wlb2Gau zIWCJX1fa&>wt#|I;{l`G&g^1*!Q*iuZQS|Ia+vtF*FFx*4yrG3g@b(4 z{^iEu-C>+sxGY<0&Fi}G@vNh+&$!`-1d$JW4xigmMOiK>2S-YlU2n!a?~+-Nc}-yaOW9|tR)*L|ALC<4RYqtipT<~9v6Ai{Nqzs9uG5K&w*o6Cbz zaAb&k)XPWmzy}C#ZoAMsC$T_bpXEDe;5`)m^-cEFOsAeofX}qRqZ5@ykGmTp%{DL@ zE-g|Kib2jn@U=U{IBtC4+JQ`aTb$g@=vzomjeI7=Y*EyN)wQSQec(<*);{J@M)iC9 z`k;j_f6p~cMsp#0CDmWXrl*hkRcp?yDYG{&W#2mpl*seRU$MBqIEROMjjJeXhS6&a^mNPQv}t5G0rf04tw z4Ia1AU%F;;AsL$dav8=*T6g1?xD+cN6En&iIvtj&IxPP43HPzm0RKwb?uRy)Y&KWM z^-AMKP96*7%7aooT~77HOv~Lz7?lN|*JPhdCDqSfTZ&X82iYY>@q58=tF#Tt{xs19 z2)6Y8HMG5(jRAhXw>nHW0-+!_*$yoUZISRI^{djiHJH%4HIds)?aT+T1la*>m+$;O z55l&+H!y2-xbX}QCc0x8XS<&*Gs?YHfo!iazw^uJ?7VLoZFYCs_QYr?l(j*gy3e=! zGz<)fLnwmzjg65T-MXW3cr$NR>bHAQOnZ(U@u?xTc)>$x!UM#nria-MM;XDwB%o=0 zE7S9dMcYmc*Y?iKah?QRh@j8w`_L0Vm4L6UwzL<~E_=uC?qVDv9qZFr^ zt|+QpZ`iOVV;wI5tJEmj+Zq{zJ?`Pbk+^2l2*Am%j5MJ4C4>824_*t`Jm(8brS|oQ z3`YJpllejEbnA6AqtU#dyPGIyXu=Y&C?bXV-y&wAlRi%l3XYY3xQIqa%`}foHGx1b zSp|-eQXWA9E+@d*ZBuJC;m@w>MP$MMiiD=s&yQxmC-6dtFv3_*Q*~`gU2j)7*`bB_m2;q197luMgyvGVBQx#>dB1ty~ zQHS`+eG&2=lqiDxX3xajkA@+E@-E3-ExR&+4V|FaZUtfKVpVF%?TNZLYf+%gsDcYi zaob1_m*|gKgZ=I*-3^Y-LND6`js9pRzb?kv@$Y0zJCRMkGcF2$3kGmT(a=B_BBDz= zPSr8(CJ!kbCdpNGy!3>)FMK?^j_|b74-P;>TW@M9=!^5}tC2OdhBO*=cw^C-Z{5AQ zUu43%U(9!P9Cq+oMv624X3>TACH%a>(NBMck|LWhbyFb84Bvf={X~KhQB_xWSUv0; zTf=kb!ADlF)(k)mBoydW*`D=(R=7h)t!%5iDcaI}eqr zSJuZ3Z*hk=K~2o`v-mVS1P~4Aoi35Uf!`Q)L!=`{tS^6EnV~OPn0CwQeoMbW7&iS^ z?my<0zIUM*YB%zr$~MtM6%xos;39)3@><4PZa}NXamoLeb@Po%*cg( zNKuJVx`KRa+Wej98qx}hmvva0WLqF}y;b%Fds5so&x(3YK2GiMXiZMrMftBB+lnEv?>U6!Dwn^I<9x0;QEmt6QcDDl3 z{=TKgkmrtj&t~*?>ZK3P@9usly3(M={H5Xq=&e@Yj>gBA$4;;hM#7U;>}%NVLM2!L zGO^kF2!OqKGCK`ip!-PV__9`qG9W z0f^BTJ?saRHUy7}SwC=JHb2N+l8PzX4?J^t5Eg_m^84SZe6n3a;sn5nZi69<;j+1U z7JDI9{<}nfTtgE#|Dc=@-I)4*O!e{+3`Y(%7#KA=;Do^M>|#^oXUEm!X?AmB0Eob~ z2Tq-Hf90%N2)ix9?{xY`0DotSD zOW*{sBk2-u_bS|dcfy_`;cDYQ*!gfl{%jqc8l<54+etfoJ<1E2SHr~r6=kzpGzxOS z7+5wxJNt~FMV=x8&f@@=yXo*4JV*0Y zaKnY}yoYR`tzD-ZRa|7RM1j_^WE7%$FnDct?~Z0OrxG!{10dP~CkL&z+bpUD@l;x< zh>Q36z9$XI?Aj~Jn?A83<}Cq@{i!4h;^IX)33`k#pI`#Ino@6TuK2~%+Hy>mQe$s7 z?}rAFue$v!&X|W4);qA>*dqLip?|L>kdHtUn7RK#?5 zNJsLai~H`zTDPHw-zP3fOT)rYGT#2`gj+)|eK;bin55WJ$qvQuzY^5C^{dj0SAXIWX8aL`SUJR$^YiZ85&(ER;SyNqNPi7gU%n7BsfQXFYGGAYy7HGEIv3*cK5cU4wQYGPVaW3bIL!z=={%%6 zf4ufDv?1F4N|%S0@+gs}u5R2ZB_@kgy+K&fu1ZWoAGo~Tbu3GF;m9&r#F#6|tZY8- zbl8*A$nawpQ`YO+Quwv}BTe=~;;Xl!Jk;c`<>u)eSqxP!eGx;k$_lh?u0XcthENh# z4sV&_a(r+tr; z3oDJZVV8e@P+s_QNzoxxQs_NtQmkxeiWyFY$%Aw~mF!COc~IN@eS6*!PtzjniJ3Mh zR1^qi?ldafp9|H<$q$Y_)4lb1b!fj+&M2>F9+A#pwK|LNyNv#`+7fg+JFb&hhh!58 z@YHiD_kO;`&IWdYo%h;HktHUUZznAYUf#i}OuJR%e~XkZS#>=2OK8NMkYwq%y#P>(_<((1a1-9_MhS*6Ja!Ao^^F2A5hU=H!eJ zxNS^l^Y|5%mt%M4l4r;^`VPSaqmn1Vdp?{^*!g*}EbBUb9~lujS*pP+HQjaadftng zs&==8Ci1zzb?cp(nIhmVw~Je%iu7c6v$U3H8I5~92i78}=p>=Vw3UjxwOM3)@zCqP zq9KC`89UGpT8d@S_WpKJ<*fZm|OC&~COgyESXNsMOAh6HH=**f+kRAtq?Gs65WxI;8I zq^Jw4!RD<0PYUy2{&a{JRn}TtDbzc6D#I*&2_ohbba4BFC2*J2&H;Hku{+nN-qg{Z z(D#=+oIPzGt-3sLW(jsyZXy`~lP_scYp98ZWFr{Mt9f&TA;oJtT(Od?ffvI!*~?!m zbgwXTwa4xfM237hgYa~$7_ULMl;Z5$O>v@~+(YF<8sAq#>myc{-R#6ZC98(%0agF1 zLr}u27&00DK7h}5pZ=j=WwjMFv_INN&$=fc85Qb+ZvZ#g0H+*cSX{H8K|^wqy^wLG z&Dd3gs;snvR=r-=UENI2$m`0#ps^vYExp!zEd!=zI*~}>eKP!LKqhg8#ENL! z`$9=6pFO_mwmsD!0NL^RdcLZ!6=Io5uiYFjg3JTuuOg2#^$d@(qOL!%=5lV&jsG_T zh&>uhAmi!D3z}pPTq_)2wrv-Ho_*WM$$-S_?Dw_66c^R-t96k1z)PMw zYJ0Mm*3{D{wC{8xEk$-k!d6JWIs=HaGojPlRpv3n0DPF5h|IUI4-swH$nIWKyms5r zGC99r#iXXYkBmoiS5wwMy_tPF-%hJaSf8$#+~0x(_<^%5&XbO=`0I-}^AhM0>Os50 zEjw-IV!XdmWc*JwVM&9fWM&&Qxl*P;tNlOF2NALm@6lA`mFrl-H}CEN8TLfbJv!_p z)v@$qcx|msXFk|zu}C`+&BP1x&;^B=SWNsr{HY=%)^=h)jO?-PUne$k*1B@6l}5b? z$0t!mNv9PkH|qz$GpT5)D*v!xVf>Wg_x7~_aKi$HXyr|rU&&+3;msVETQQ`|s zlVlCB)FOy0(pqYZ)!3fzk2X-)&G&`%Ip@fm8GDA`$MLwAtnJ?WR#{m!=MsdWz>6b> z7CdC6?{mqasz!ko)nL2nDbIUa?6Vq?GyxT1l1M1vxg#gFdn*=YQEn%+(EJfdP(Uq7 zgTu0idew1!<&#m>O9!@^rF3@Q5oiqN*K=_>x$nrg<~ZlSq)5??f5-uSgN~46h~=jCv7ly z$5<2!iX>qaqC*LuN=@f#HuQQkW0(TXz!sg zoTj8@%0$AmGauP5y21P{UaA;O0<`8@+5n9_a=s%Qj-_f*#?(ap@PVu?UDC7kS z@Y>{U$`~w^o7npEHyGRrDBBd4Es;8(O=`-wxB{^DnC2vPuGh|D4i27RNLUDZKqg@m zNHOJGNuKyOOHVdIsDa=DFsxpV2J9|hwtVdt)VC-^qgCxI&Bkn|96G1VJwKJD&xGaj zzu~UoS;ht5wD+W!P88Ms{3WeA5|0(+YdBw!Utarct?dvr` z(G7g$TU_=_S)sxFvt8HS+S+Q@QsJt=02Yu6CSL~RTPKJT%i#C8^R;vu`8oOaMxZM8 zNPDs=TYW2g!q=0n}kBp1z1% zebE*T(N~npfth$eE1&DPW+(}iIOaRWh{X8j;cn~AR~oX;D!P&)6x=7Z<|zp3A8^?7Ub@`X$x)(O5qfDC&`-!mrE4R zV@X_us_?3^odw1?gGpRSB53xzE_jbvx0l4j1w6g~mTGxkxEVr!yh$+b%`se+TWX_JS+~As-rYmy=Uv~2rjaIA$#*7q@o65=EX@6dIU=) zQQq!`5$)P@`*ub(qZXT+*q>FDT|IqVcS7FXPl+Tb=T{~I%~R^1TMJG?6E|u29#!jV zr)ZQtnX^C8G$o;KHQ_KD)U}ro3uq@|IkS*%!^hY^SX^N@O`aJj^|i+w!j^#jn`AgZ zx}Q1URA?^tpbLJJpKHCnyg6U4MR>PO7#z2dI)lRy(+5*@{OKO#DPlD-uA*H~PApVO z&E0h#r*Z@F1Q~l>PGTx)&qMqh7Cxz-pl-nd;AuWS%^w@GQIzmF@37b1>(<+1ffVcj z(Y<=FA+xtRGsrd~W^lN~CVqJjgI~3|`-|jLHrkC9aysj{%4w!$V^=Z5*~;Vi=$#^9 z&XY9~QgE}FwtZf(fG-f6VnqL-5*N<>J%ORPtjpbV7frT{KZ}mBvd|G{kGfP$DGqA zelE8YX>c)1!H=6_#>~7Pmz9s>nYGzRpR6^WI{(6Ch)ImDTi$HM6CPB5P1fnyR&Dk$ z=|CtiT(`NZd~CwDG$k_mgWf&?@kWM07LnNZUhJuBLEdE zsIiW-N}A%55+A;k6+9#XFCCV7<#}cPBfAaxCTdKVYCTpriwIKg#&U`E>OJ2UJyrP7 zB@CG<;rRFj#VBSZ0-0rw_~;z<$;9=jh>;RoZOtk`Pqrr-zeCfgd0lJK9JEZa!`FvF zy{!r)8KGdRsu)G}cZZR`HkjW--5&|RO9%&&S|T1u4XHZtIHM`>q7D|eY&sZoAK@lu z*=AqZOG>oKPei$Ka*t9ZPFfr8eqC*AE%tm_x8~^}jyKLotb;o^G|yf-&6&MPo%}pV z`?LWc_gIigW9l&;2l;qs>j`lOV2RbMD4F(I2sg0HMYeEg;pxc(&Ywm->sGH0pN&|Q zHxsi;gFAM=Ni8M-)*3lO9{?tIr@WiI(D}Psfh6uPdOyRE{=FDR{8G|Kw>-_2*P7_# zYWd^mX={7i1S%Yf;UU{L6;-@doXsn>TJ5 z!Lksx6AOmCBTI7`b{!t48qCCv+1+jv3+BkMkt8B~UESj>jhGmh@*gr5Q;lW$2((lR z*#%6ineGV81uVb+hpr+P%xgjS9_8 zHA7!e3f?^lE42fc*>O2@&oO|uBUCdNb?BDR{*Sipq%Lz;@bWd0w`SbCs74sA5(Oe-w6fCi z@73)j=V=F)qZK&Fu2Gy7Jt~uCHk%{Qc@^lm4U$<|1j~Tfom>fy(EFv4mp*jUDVs?i z+p@>h1roO3QVoPVfm*r&&!Yd!1)%Wq7x+(~d7+i}pL4_~EM)vOe?IAbtE-C=b>X9` zDmwBMzxBlg<7n=MkQzO1=DuuBT7G%fsKF6_WP)>I=JT7zxtQz^9_ES3u_QS1bmtAx z6!alXVJ^`kR06M>xU3Ew;`)o}T~?g9`6XQ$ae1!2&xrQ*JW&qU1totd%Rqah_9&@h zed?Bz+UU=Z&h6#1cV7g`5YRm_?;R(h0i9eqSEV^R4UdoYm6qNOW!aCCe3qZiFs_$l zrey|^>xVDcpMf&(FCS8FWxzb`k<;nd+R;j34EQm4iO0@?L#FYF61lPO9`FpGG=q_W zieTWvBg$+MZ%j}lzr3sjA~b){F!0zerOu{}2zV?oJ8#0BgvJX?2CUt--d|lxkPfg)#rO<2#pQv?$B3cyjAd1k^7|%1ig|h*sRtO9v$tdh1uLrPthba1#flV7 z6JBwy&y4E3+w%F#i}4Y*uKJSxbZ7n;gNz57CD-3S?upF{0l8}g_2d36G?JHAjIVK~ z(VyX}$@9t2_O<;AU4|C_K4_6&Iv}FcmETSsz)0R%vDXY$gXV4*6eI$h{_JCM$& zyx_l+Hr6cbV`{Y@`+!{L)m~U$Yksb28mCOW@8I3if#3Yejpq;?h)oxocbuav4 zeA-Ij<*ijtO_lM74>(w7L6gI=S@u11N%5KQjS6 zYCrUU+?RMJC3K#}moQ&5W^Q&I}V6Xa4!!9KD4Ldb667}0|t9a%)t!cf7f*dQM z-lwSt2px&Eluj!QC#j%86J`l%6SQ}-ZV)STP6{r_{{w>z{+%zoJTu=sO}+7e^9Fgp zxX5L``x}jIP$O+zN|q&c=AT_)CJrMN?0KjrT)Ec*)E7F=$_&psag-{W|QFj@{VA(gJBc`S82m5p0)jL~8DbK{?G zj2okBWj3Ri-#6;}WqgtbA|(=a-6X!*kic>oT>kd);B&&}ZFftZo)gibp}ooN?wE9Y z0hOz5-_L60Rflf52N}ELHsSEG!rdkC2FcmYih3ps-(pD$bnAj121)HyvDMBrbTaww z*+V(0m|CqSqr@)L1-znZW@Pb~Pd$o~Vgd9*lP7HI-X4TOiec59`N^1j`jZC(?^G!$ zW$vVy5?_rw*^$dG12qm>&hDIXnu{WwiQ+xyN>TCBkw<_KWu+ zj|DE9kH+p>HfeXGt$26=U=j9#No)8SC5jt=aY8zndCrN+G-P0_eYA&PEXxxMXqY=- za6NlF+IqV}XM4wwl{8};RxHh4pvu*3F+C_h0il+VDUz}|)9z~gj_s`!4t8u@w%bAg zw~S0u1i|kL_WSMSSX%ivd_;X+4ClH6b3W(iG8D1Fyxi^XwC7lqK<79cnNrE*F$?`v zK~TYsM@5(b(mHC{2nl1mk2qf{=J2`?{^EATdPO0XZuChVaC)J}gqK2CnpN2tbn~0> zAj>5o@vYiyljV?88!lCt_Bo1WZ4LfET^*jmw9K5G#8kEP@RswKuC{+8MFos8U6a^L z*DJgNE8W1N41_dkjNe%|wE6rrM z$WVB08rA=j8d4_Qou`6VOv4!5YyP7+$rqcKJ&Zduest+Y|0 zQKhL^j-4DI-nsU)&?CfH9?3~f<#17SVraSLmtw}j9l^qV!9G$S@3FGpeRCTdm@Qpa zx7jQX)4Wdlh5MHUV6A;;k3dK=om;Bk);fDk*HWE!BLkt00n9i7M+#H5cFWnB(=^Z6 zM-SDh^4-8uTmsFSZ{7os9;4v8mM}9qDH+FpAKN=B?ZoKR<=j!_cd#0{uIu&ZTbY#p zGl3KeQ-~3|1TC*hPE(jHD|5O`+>V{s%LYHyy}k8F4mFl{BLm2G>$-lWSb(N)F+qc0ApK)N+(OI^H zwf{FDmPO!yaU8fxF+kCVZ9vEHFx-5vIm2P#PEDhd{#?bJ+mq$gCgCGmsE^*6v=lGx z+Q|sQ*cA{|5vKoP17oW*wu3*-4b?Pr(QQ?48ccJ{hFNKz0SyMFSk;~YtH5L~~*!70T? zds#z(&|cSB?d=K_fr)-*;@5-Hgeizjp+f@bBG~Wd(e3v~fyo>pyGx>dD>XfYD=3!D zR@r?2N;z5N7TB~SFiocg`AztB0tU)OK6E{DP0V|W1aLL>Drn5)bu`5$oeNn|^xd*m z4frCBeupzF^d6PS5F(!9xn``h0ZCaHbKUhKKCJ8h|3&g{D<;X-Yed&@nT9Xp|0<12 zbQ}m);aj3ROOwkbZ*KeY)ksF6UaRW?91KB-``jn`O0V*blPJ?g#(t9T=rRWO+8w~g zOU^4Rf1S%?(ohJyOj@i09tt{ZxHOmA7BJ$n8V&*8J=<1a$=FBV%}Ebvy72J*o;)5{ zdVqUtPHrWJqXgv6G&;g(c$R`q%(xoLR)2D?9~qOW;CI#c;ko3^(c|c1Q3DmY{%~_} zUzNMg@$d;2wXVM4Kkfg+51Q5BJ#CI zMcX;mIGo%*ps1&z!0fD1`NvaO=f(3v2ryG&tbcTo2yo5k6y0H3t3%uEYlbKhJ^74UI1`ns$I@E5xX~oiO1RFD!ZZE_^djXRb$R*( zVe0BREOk4cr?nWb)SgY$w~8}dIH<{=I!$IOdOjaUVq!h4tZYr6MLwn+|B`gOlPUCK ziK{!l$Sh5Y6_r$Bhjrjn`BiXMUfUd`$ZokTwSG#y%=B#%r}b%F2P3>hv#@*j#dD!sIkybK2i1 z`=2v@er%yIma(ysu>k{<-gX3*f;lpvbwbq znM0~@k&ZK1AnW58VO0~}#Z=};!>@#fAXVa$(xd4xbcJ`mFuxhx@&n7}t5JoR=rOp0 z`D{0_y&ZeudG*P#Jc=$=x1pJRH$L~get)q5_1Bo_x51g2seita2+sT+mt^PUimR@z z5Tr$q#iB&N73Id?>Mkbo!gX~1|X{N z`+WXQWYU;E@%rKl;Mo?83-v*Z;4{`wyAqQoS8ffR7t{X3=dntn;A^`^l-p~1LWe!g zD77ZC`9DxEHa=*Ssx>&j9%goY94fDd8P)lU-_cN6U+9J6w=DR=w-Ko%!e2mA@Mu8e zwh=vlIJ2SLy>^+bfk49MCky5{*6rcGX`9%2rI<4fQ8(t~7)K~DdT@A1keQT}l#!4S zQ2FOaY6L0-Nw9?UDqn`|<5rW^GR}Y2ucW5ta!HfE)p9bK=Ic)Vp|ch^arRHauhG+G zcl+z}sp~q=b3`j7vNGJgzw*oC^L*gdMgy$N*W&GHCNFN`bol(?@y@enAu=*@^tJzf@OhPRz|;0>wt7Hp3a|4x3}KQMNSflMTf_$R{4jf-GiH=W+LYo~AFAXKu(gBl zutOi5|D~N;QeGLkr$}6DOcU9RX_TIs*gQHz`!;dL>G$a!jCu-EE>k&QEuId7o_&OG z2tE}R71WV;E%5cfyvU5_R{Q4g^B`tLid7)!iZ75nZh|X&hHySodb^%1BE^E=K`QH?F-v z;sJp!w=uV?wFd_qn@hF^i~EP-S}p^pDUQ3cldlpd*djdYQs?qi8q73|kwzh|gvj4G z#KD#{+MP@TjL33rlO#p5mj+f$<+Grdn8+mzU&w4#mmN=SvK16cmR6H9D>Bgq|k_ zVN6{YjYQflvtDX^$Db4e593FYH=#rr-e4A)p@rd1UQee@}Qyj&O#L~Z+ceR6v`U3XJeQCTRj1U;FVnPWuWI|1ex69>~3DrKKLPll%(zg`Fp zUU_)*o#KN=@xzAf`Ph}?HR1J6QY)azxz(n|smCpe5>kJ2|E|DB`_{U!rV11%C4roF z9;;Mb`RVDFQ>403&FYo@zodvk$oS)HYH{fy>o{(~$lP}3N=88C*84z8gXH?l%r?uxP{RVJ?{z1= zX1zaMU3X&FRVUrhF))UR-D371Bn;w7Qo>w=iiedIoz+tHZip!ph}<`NcLqGhe4JBLJHxWHwQ0Wz3`F8LMBY^q=-L7-Y)8=GbrrXn`;0-k4aaF!k?92 zCCP)k_8)84z!zsd3Ag~uOwl5x%uL*g@o{24s$)Lk>JOSoVOv{94-XFkSi~RpfL5Dz zUjsF*4*Spdm#AP=7Y#j^e|_%yh&UJWQhMsMP8Qd`AAEFIseS%;F;BYRgoxFMLV3f> z%`rQd!q)DdN-C)62r|tmT^a;)XXQcTDZwtoB^a-tsQy3KD*9J1H_`SY(e z#CVcz-^}{p#bd-bV)4w)nv|*!rM7t+jccgflOy&(9McI~5`#uLL7KO;h%fbt`F`ch zkRM%_w4@s;9ZJ=A+Y=ONPlaMp(3l)=SaB5Nj8H7Mw{$~*q6UJ0(`v9=v`=~8zDyi zh>a7&LCc&5?&62kD)nImOJYPeq7QkZiUOW0hCsbJ3zD%=+tsEy3L*b1$Q&neXSjJ(qdBNHD8D%%!_K5BEn{gwKMn^ zj5S0vaBtEyw{g^$HQtXjS5J>|>u&X$>wnP5*fHt1l}$J#F3>2T|75-S@68E>BsC8Q zsAiY~Ly;joDKHumv)>CjQcbTUMFW|n0u(VNsKk``N{Y=0)K<*h&EvRIY$&R<2M0=P zELZhnt!ry=y_PtvKDPykuDXHp#mTkR)zv^)&>DC7eSHe3C@Wi7TkL=i3CD91L=+4R zF;;aS7-{;hI8Jt1fP-yWv!PccdaXPB%1Vc0J-0n)Uig-_rq`r@2M0%rdTK39a1-Z? z@F(qj%1TN~%6fV}cPSdWbMC|s4}s7K%6CAZ0Uo!-Y{Sx43^e4_)bO4|ppA|5OVLoU~})Eq5NVmg2Nm{ZJ? zEz#Vvh$RD{RmG%mozCO*{*7{;rzc2&bAs-wv0~jv%}AUTi&z zQveD&x+tV`t{sI3r>zd-j?Wpc9oMdx=lwV-IhmpJ2jwnvlmWx|>71_k+yrFetgOsJ z1Ml0Bb{VFg`xeNCJR;xcT{2Kr&}X<<<5*~HylqeqUu8wi{^Uf{^vb?uNm<83mVKDgU903A(VJ3WmzUtQ{KwtGJmKvq2;WpQH+ z8GP+kfTTv=wJlF)aruEjc>$Oh+ls2Sf65v@5kkE|ihqHnc58Um_dqM;V~d>@&@MB2 zvFj~F4U-F73A*Tf`I50=)fY{5N1?yO3k1@Io(5y=i$bcc2Yugi{ZW$26HNBgxB41E%rNJ&|4C+zg z#6V(65KB_;4yeQtBa|OfeL=6Sqw@e-zjYTqKcJ8gFlpkTjDv$?xpVUhy2HaGcWDW1 zm51lx;DDF`0aUX~Emc)jXZsBL{4}QlOg+P}M83lr=GoJW6)GLTX+BWBh9j9xlA33m zZvp*~&->{6`vDZe=N%5=@MXrn_q%I)8KvYS6aH5nlH^HI{&xqx2TF>KHFg!W$=8O3 zCj~}kBUdfH`imF7$jbz8!xIR8*n4nqp~_7P&UL0ykACZZ6vQ2{5B~+TCW0TIR!pcf zn`_$?!G*C|9WP&U@Gc;c6{y9mNQ?f#@_X7J9MW;B@Dnwp+`V@sYJ z9|lBingmR8?*?N$J0=a*Rn=APgAP>|mX^DqpHuYZ4^EB&A6%GkiQBg6Nq5c#n!XN( zfc&47)wI69KPSaq!@&f(>46&8ZBNl-fZ^|pX64ks1P6_>A{oqGe|x(eb^s9i;K;Dj z{t^B?Uy)Of0A^fw&+9N`6bLSe8rQZJP`FjUU3bmA+^Z-|Rn^wYpL8;wpPe0y&MRvv zDiTLUMIE-@Ia+3xHq*<<=W*)2di%coRZ)T;h>=LC;(60{TWk#ow$nSn{=LUH{+=-v2Kp8(V z7)D5|-Ru2QrN+UbZpBQkqpf3_Un8fkrU9riHFdPo%AluVNXe_!BI}!Ir1t>IaY^-U zGud^#m|12X`PTW}?}o7o2#CC@EF6HSf(a!Q6!VSr9bQjY2SAxLK^D8MZuU3CkG%Y= z9A|5ALRi-SN<5ZV$ZN=wev^J9w+N76O|0u_%S#2DN&nqjMkdNqD^>UXqN&kt+xKoi zPB8Il+bvI4K_Lx<5hXTg%1YB5*5>e;8vQE3=d@0b9{WAdjL361NyAD;rsB!3ucfL= zZa$q(V&L?8}p=q$5sa&u@G+%E$-=IA#GsnG4k7LlQ|QQ_p`m0 zj!u`s4Vr~zLJ$m6;_51owa5;AIP{Zj}>$axWX_~1pUtiL8^)1RL!e5g(;l+G?aGf81! zRAtpoPbLp3g}&&S25J!1tNSunWO0(yp{Z4L300TsgJL&YQg*q3rW3S{-r%XEbFNYM=ZRHE<7plC&diQsk zRC;i*pkhU5Wl3d7sl*G{t`7*~3ofnHDGVz4ZkuI>7R}5y+kbz2W^x7a=rF&HHzKA; zLrW#zJXETMN5+cJ5DMHL>Dc`~7*D9zu3qW(U?bHQC#Ir;t+^(q$M_viJ;Kn!$rkOoXuyM|M8wUCA8Nz1Vzm}67pZajgaBs!nl75@1~2b+_dn+C|dIeziw!rLT0wi&fsqj8!Vgo)M#a0Z-0Ln(UEr5 zX6!aH{BY#yu_j2kQ;Rjuu5 z5i%XQAF{s>{GxiOrz61a`WE5_$={%g`v?i_Q$G9rn>*59!o_UJIw(}=d>a3cofjb2 zo$VJ`{a>je1?YT1f8?FbN!^h?0|oGn-Q3x7_|=a5QC65>D=W<1To6nU z<4Hfm6)YFp5Qe!av*#JpUw$tgWq8dkRRbJK1K1&sI=sm$gvF#!PlFi=3rbF`_O7lr z)e6E7gwj2BQ>rG@|fdx}$3imVigRL@$gRa>Le@iYl2g&G&+6Cli2rjVJ49{=(_b(Uq^0x{!`3@Hic~5RH+m0-zqx$~+59x8QkQaI0cBo+ zDy`OJ0vVr^qmxExaB%dW#d@RV*?Q(6^{NzFalz?q!5DBzqR@YTM%G%kjV@G-9Ujiq z?oU=BC47HEz=VP{!NjC{o*vQk07)q+mdo|F>j_X!PJtHr0;@*EqD5Pi9?LC9o@;4& z#xAg~&JH6+yl8xCB4El)1eCuNNfY;p^nfZV+4LK?bDchz{`xZKXB8|7c=Lt;zm><~734#0p zxl=_Oivzx61?B&vU|?V{9PZ+@HmqTh`jG66Jq* zBscxhG_U#&P#IlLjhB}f7k7PAQ&ZW3eJn&yBAybtzt`7^X-H_UFMDw*m3S=bez%li zlU}YIibM!idAhs%eFh9WHZd`Ao_8xfFvQQd1&HF{;GEu%5DFZ06Hb18sgCE5wD#Pe zAdXGv>0NH|5cpHukC>TTW3pa<43h|=Vb{*=;-SFR)zkCP&Jn8>WMQ!_*DZ&Nxo;@? zjb_cfp|+Jmkv-TzjbL4WtAufTdxsK%%2h&wOUWbqVIgj}%mFNjHfnjx_WcgQ0?hdz zl9GrT946&S>FAc#OLQ-|I618V5fu@Ej!vmIvaMcXcfLSUFTNSe|8u}5j$9>KAMCQj zi83jw4Zi=Y*2t>*dgklP%ep$DO5JjOq0ButbZDwtT7F`aPtvNDgTqrQh2@o%{Q!S| zf6kX&WEmPstk_#GvS-%5^?e6up*<46H`}!hozYSzMpl4iP{ysQ5F;O{|g13sA2l6ket*@^$@bU3ko~*Q9%{&JW#KydO(`1ET2$eWW42VAe_=H~a{cVOPfkJjil$FASojnN6O z*dZ}$53Xc5Mx>|eZQQ;b6`AtPZqsgK8tZo+Vtcz~n(s_-nJRF47tA?n*5PObYouz! z16-*x2C<(_QgSj<>Y%J-s^u}`y4vpfnh_hKn6i-2^sizvtsibGhsUQe1t>d;;4jjJ z+_Z0>Ko&NBD!k`dG^Kh{)JvnHctI@ajdrCwx0BLCqwe#|_!BQ|L3Ah>p<=b=y!ZY! zO{~Z~UPmBAJ51Thdj*5KM&jG(;_5gd{9KGnCfx*Ts8{QfjfRvtb&aiParxU$U#4U* zbM(+fbF7Uj@I1%$j(4?sjN!akAcj)%iDe5#6s{bR&o78^g9Gt51LvepE2K{8lwUe` zhWyf_4i5VYeXer7bUxl?Dd;SZmR7JBmxRQYQnh%%oru8+c_gdHndc?T=CuD`*&!VHq&JN->&*|h8$L-(0*B%$4fraXaVndEW=9MP zJ#$@+%M`ZX_(LuIxFq08g_WIsBZAVhgCjpUY-FT@laH_O_V4-WiO55wR;fbMfXbuk z3ZEmtG#s{6HS*TCf8VOQSgh(oGRR0-(8RKGa_E{suqY|j&d;MFCKh}Qg)Z;pQVUO1 zy)ngO6uez*GZ`L2fO*)=tWU`#a*wl4ts6~h-8YqBH^;45xcI$wuZHoiuJ#)pz~rn8 zP>5SJUU)!nDTImuE{90{ zQ04@i7OnU*)5E@A{v7{mkrql`mZ_s-7*={zKrwz=`2{=FHRAAfmvav5{Wq#011xk; zG9*z86SHLqVjyjcuhJBQiQ0#~Hv-$Xl->2a++pHrSAjDwToN)Ks{Hx*`73?Y6OE=H zk+yLV1~dU&Xc!VFw6e@E8ZO~}TPgGuA5Pr82^pJSUvMd@mDHm$z;vx84P}bv(pmmW z%Er!)8rrwAa(DDaGuw-k--56I#goP;!AP(IBfPt-dxwpcmC6N)LWUEhqcd?J74QeC zQ=-4GoJbS@yLWK@bZXr9{_hU+6IR&8Y&Lik-*sAb^u^Pj4)!w^J%r!E_nqDYof!;% z`FVS${`B?q!2K|P`{BLy(s$+hy1Kl|*MV4QPFDcV*^`rHd{ZkS5pQV$`vSm|LJ!@n zE~6N`Tzr^<-$KniC0;L_Ndd<2bO7Etac}|RrpzsZg@9fn?(>EX2&7cvXV_4LEaRVp zD<=P|WeV>y#X&&pppqjef>=Gi&kz})U`}>u4G6jxRNY9Ja~i`Cy8qW42lo;g#R>4if~5i zxbb!*9m>VNT%nGc`iU+lSdLZG0f5|K(`R-Kr1o=TMP+5%v)_Xp_4V}}cMY4RoicZS zru;JnhhsPUExCVd@^T+FcbdTf6BXpo8CSy-l3IiJ6DeL4>GMG?9UzKC~$U=_kZ} zOGdR6!kq_1(p~v_&BtsRq|V=|py+$NwG?4G0Y@486hAkoHiS9N#2zp2BVIR!sl&@% zTp-fujl>+$l3l#9p=J794o|a)*YRoMyszB)(?+=G=x|9w0StPy@0G+_wak^KHb8)R z=xs_FujIk_^(xq47$_`(;o)Jc2aAz3f2MGOl^<;i*WsnA@3vOX~P90)g9B5@`ADHCA`Aq3uO%qKHVW1 zLjt*m-!_V004g4@<0tz0jtr=%XF%;m>ab?1kXUbFSTIv#&dHlqHEhNyqP4Ykx>+>^#jf6u#CLy0=HoDA8$04Fudm5$Nx<&C zT15KW3>^}Njt76oleA|At(~!-yHSuU#giT^YAY3xA6VhLLA76U2VG?d^1>Q%WLbTu z9XWho+^uE)fJF&GEKzGvkyOyp;~>aG*GeqKO3cn8wuSJzUM#U&#oXaD>sw8T08s}k zVmD@!LfTaG5L3H73ypy{2aN%{VXg3hv_~e{bYnqHL*qTq@VcCwoG=Uq^Gs&#oN;(R zGgQRn9fkJl)vE!OaqxapjMxd+Rax|c_Fee;`rc=QilCgf*^S=VTI&^mR#w)hPSa(R zLl#$SGF3G-I(LU2x zQb~S)y}pixhv#{?*ywz7ywZyKduxZkY!Jz5ztQsnyn;)6b_03`0k|b?m`i!yu9zq>W9sKcf^CzW)BG5DA~Xu*;(*Fr!&myv$A4#cO80q`qrHcC|3P;=zFyD;{L>WHaIU)NaPZLXLN&>Y4^)R<6g9& zYv|&?Os4ul_04`A!{)|D!Hm;gU|`@fkh0tWdsb3XGB7yUxfO?(YFs(Dh$~4)K!t|^ zJ_f3IrI&Zt7p3eRY>hXVA?$|~F=@J-<5x74TvYUhqoO0S z^3cmnW2e>OlZkZJyS-uCt@^z_T}J7hMP?sE(11f3sy#>#t3riVy0;^PX?!Q|bGy)C zDa&@&`p^#ty?c-3mWMI0Y&DLywk}Lm92|W8_7g&6Av_evcy%U~4y!QnAKphXO8B&Z z2f%DJiNC%$04cMM+v>2ne(tRpT}&Kz`VCkx9BdBi8Ab`Ov*OQXHADs#&O%s8DqAFKLH%A-MO|#Xc_#M4F?wo(O+xZvee`na?$gFw3}Tk z%M;XSeU4kNmYdyY!G9(WSmZlH6BCmmz|{_XcYPqvzh8S`hM|n(iMww+Qd3u-i9tP`w-?AW5XkE4>Mr29z|qDn z(ZvQ~((`bh7>taIRO|IZZL=T@?+jgDh61+1prUZv+WoE25ATB*LYZ44Wxa$vv6_$vhm^sm9*6U_C0@pa?(XiT zpwJe*jC!+Vq0dPsZdrMa^Cb)wdOg5`bU88sZy|+KBMt4WYe(e8!N-)8*nxp#opOC7 zC?(yuUvu%9|9BMM$#iizS!4^o(JZg!&)do3V%E|rLD0%BUcV4n2Ut!4s`v?qryvMF z2hth{sVGt1D5}X;LYYK#ByV|nD=e%EEM?pL>q$sRJRc^;-^-hwC>Ft@PKcYEIQV36 zEELuuai~{T>7fB0u07ljlA+`qH#eQJ3m;@y!sn*VC}M7?mfJiVv!7$bu@PSg z4LfkVPFNSjs2{ zg%{2^)PRoa90@NR<=_W;kVC`aNmjtQgC8gO2m{>)_?3N+7woO-)0oBm1oJ}f{m3W` zaC&N-`&J*8qf9CzTeBtK*40}zngGgbqWOga@C0ql*V@h{EY$~yUjNw(2S5rVnYGZh zJ-EzL2CrW`NA~0Dxiw@l$$yHOed@48CV(*^90p$_H^yYsbZRJQX!gD^qAj1@2L&0@KrSi<5$ZgG<=n#Xl`~xuNhjph4#7cp%^>3P8I%RC+|-;&Ub2AS;0BlL=-Am)!_l02$VYcYSB=^NWg~7(-UNzof|tj z?el|DZJ0*nwa%v3CsvN`*Nu@85s_oZzZwscxYPNamEx%0u_z~4jbsS=dJYgh!oaW@ zJ6y;hBFArCNtjs+jAxJv_}tt~mHvxwecJKE??=jiP*gOSU} z#m2S*#CZG56_X$^&HL2mb^RAjMqJm4j)|W^0U9|}@jb0Ujf^;BcS!}v)-9s2!f@f}J{>Zi}mWms{7%|CuP-QC^V zkWlcNFp|=m-V)wu?BeDnTcPLU>d?n`w6!-@l47hbo*6t@=XH}3IYgKzjZ-1SDPp+r z7+n$mgfa*|Yuxv7$DSre!tSGMuD?`Z5GJ(1NQI)-28PW}$^4l92s-+S-`;?#wUOL;s*9PWwe))KLWnE4?|eD-$qtDuTdT^JWGE%&}J;577~Yr76dV zfIDm$b+-nB=BrPyl$b10Pn&J1;`8U$z*>cWcYBMG3a*U5-@2L-hDFfU%ilXYn?Ore znEIj#whG~fgoLD;RC020_JHbTY-?vnSv%%K`DwQVGqYT&entL=*K@%p=M_iAu5TEu36aWrlsNy0euIREy#4po12|HNgo#lHMJoQ zyZXO6fq}3KieYrf83msiRqOdq?#<%&HdhNED!@|J*ruIC)JE8L7wS2{xLd^3CH=tg zaBmW`0w9NgsvzLF!I~o(0?NP^qwj$&Uwuwi2{F*oSDM~#4Y7g096UWeogt{tdFq%f zA};QC4X}MSKvkYVf0`(p5y;e-C=+p5D`(+X#7vxb6fptz;V{9DwYBz{nURs>=JP#a zpOjB<(y!$3+#IJYyhB3xo(UddwB<6b%SV(Aj69lk9E*HJek)TE2GZk=h8J-<6d}&$ zBf+MOns177dt#RMLpSE&#h2C@dKX#Vg9@|z?32$Z$;@QlY{#QmD$b`bNngPm)t7_bJ+>`iv_Aab(KeHC_Le00kCqORen)|32;05|R6bpp*g^5}r!=|5yHAmqk zk#ifO#^EFWoc$UGDO6Ncz__o$amo!S6OYi*Z9s0x5OaL|M~UT^un?S)C{);9%ig@% z&053L^UvP?Sex7A<2I!dnni$ukO0XwNcf!<@6SElVuI>J*1eXx-fpxDI8|z_@BCpB zZ)nUK_~sYNN!b-OJJPt*YyaC5ienI=p%s1e-lVdxFdTF0K0BGjmXCJ@`f7iAX?qk< zyGRR_1~`sF(O1q?B<>N-|JD20Wf7V_PiF`TTmRldEQ($;Zq_=hzX zeRe~qr}fp9{I9Fie@)G$nW%|osgD@4Yv;Xg&&B2C;~SIkIbJ5e0Zc}=t5DE1NRW0B z5fPlcyw9T&=mB!Ay@+}<;n1+VRLxJpV-&hjztgc^vpHjEDd*|=)Kh{!c%elP(C>d3 z1*|$~`x6-%YhN$aMF8;V1w7vliOwo*C8L+24MKbhQbccYa}X*Xc}Qf#%w2%##|KHSh@GI(_`)74rPi zZ`u~+a2+fQjB4ei4rkiBlQ14p?9FdNI1qn?gPb9PQ&qXJ1L_@hlJ+ubY4kpL!a!mt z*NztnS1kV|68MMjm|r2{CglWp5U`QIkH5}-8Ot>lOPO{eet!Pv`kqf8v#``U&+%nwu!E>%yIW)J z=HYR}7~f^ns4uRO=+lK0Sz3yDNWNVOXyoO!R#B7hP7${-7@&&{uYi-qPrZBrR#et3 zrdc#O4|c$L_ERhY7S~wbW}~V|Iq{O8i^mL%S4w~9JXiHxM~4U?6n8{ZxC0SGLepB_ zJK!T^;dx3nI5@aVF?jGw+T@;i)$htYHET3O*goNG&pywEfta`!Ig%+{9Rds|2Yi+- zb*kk$bT3qNXNxny0+B#*HC~F66_=(jCFaXzIx4liERR!x7O7~Qi9cKS;5FoE-XK5| z54i2fNr%Jcv-7m;(!9W-TgtT^`pzPvGI95=7+$GUt-W_lSL+P-P~i=zv3vRqGwC88Sh) z>Uzu^^^fJ){0KAOP)hbW*7hGmOU9qNTjbvR)ZZAhoNBO7(}}>$g}%nq!{4M;C_K4b zU|oOjEB~!o@xxq^R`0;BF7q} zcIhbDq;eLxEqwibtu92@ta^vYlUUJ#dcmYh0;r3L21mVb7Hu?o?Am?8<4~4(f1Bxy zoSef+;FJ5y#>Qp{Vu7P54c@T{WjchBkukohNmS_96ab8P-%Kt<$kf=rv|ZzT=FoZ% z804N^2Ub@0#}~`uJ^j7wCFz!77S;WKJ$7o`*5zU6$E`-SUS6z|5C~bGs-m3!TQ(dG z_WnN2Y-w&Do*Xh-+5p3|x3)GmOi{Y!i0XNRo42@qe4GFtlB?8B3pl3cSFyLk14|UFK~~N&1Fj}UnR{hb zYq|CEoSbEuy88Od-`N^BX=+=8Ai=ff_0x3Y=QV()1cK4w;eaB*uDAnn?HUb}fa%KoMK}u-Lf;i!T{JpXzf(Pw02M<7*T(cKPLUwfU7g1Lo ztyaC^O@-zd7MS{Ja)mIo6EdZa)QnJ|0H8p?@jR71S@i`b3_*`s zo*eNYCBOTwzwjtb0=!EiVePL96_Xw7ZXGsv9;}MVtl(7}eVgs76LQ{Lv&zrMNTezI zs>8a7J#O=YJ}z-d?(tU!e@#$obn7oD|@2Nud((Yx@U@o$_aOr8@m#5OF_Qt$@#5Z6$ z7>Z4sAcC`~GC7W?tK$tmyk8=xsYT2l#lT!7_mvxzb)S0GJB$yE0Oc zllPvTpUs0pZ+@~!dEq|jCNnCEgZ6BXLsI7 zpLMPUr#zhJKjf%ssO)~s$WYB${eg4xjb4K29qAG z@+?+gBMRhr_(jv(kX^AnJWu0tWkT`<`{omlBr_&=hgJhlq=4~|_GVgdWNIoU7wVTR z9?moTt)M1pYkQ|2nzFYz*W2*)?>Ya^j0Z}}Bd1gKvm2TOcg*oEJ9+D>N*B14`=JG* ztaEgNWVw|OZ8tb&C)urSbNZFORB?@(432NAJVw6UL`~MFR*XlxX;c8tqj3(O(9*`2 zio9gH81VXR-=^%Z0z5C_j-q%_*PkBrZz^xkBE&q@JFE7;imirz4L{~&=$<2%rl}2|| zFyBys&NxdWg{-)<4|D`T6?RWvB|i2F%pRnoMY;192x%3Ksyc{ZPzG zK=U-(&)>h+yw%(MMzmsPh+WB}yL)afQ8WKpJov0uzXz}UxB$!1u}VeH=WLFbTUJ5i z)L$qIOE=fB(9Q9Zt8r)u1Q!R#?%&yLN*4`yJCgEEeTVOxb9&WCYW_Ht?dxq!MuG6o z0pQ-p1TQP#wzeOfTB_l(F}pFF`UNAG;QPkv+b(&(hj(a(p!3r7p|{ths(5xg_ZTfN ztP|2xxSblm^eXgEGx~UdOmlxG3X*Ef%Vi(^_|>P*^WWr66A)?~hL?b)GKfccyoQ1H zNM2R=gKYvX+gRogR7!-FgMqv2fwO?x@KVZRN85HIIjcJSBXtxq<}WTS6N>yL9yD2R z<@e#41P*Q}w$^|O^JM|g>}WG>VAWeR#j0?W$JpIrAA%PC5>PRXV52FLIQOzAJfOlb zG=C~!sQk6yBk6a=KwwfcJ#zP0_KZ~#6>T~MUihnPnLj!UspWbgm=@@87U*(K!k*&- zUjFsccYMHW?*TPI#DiTcPYfk3>%<38;;9c`WIw%vUGH;G9C&4jIRE1zHnK1GE5LZv z44Dw=|1#~ZKw#6zgHnH7`LQvjEz`FvXdB~wvUstYS#Pi0*WaICYIrke1A3ua467}I zTmZMI2b6-hXlQ7YCF+!*bRb%Dy<@0`oe2f6TySgUi^l?k(C&r50NBy~5DZ>igUbvK zM8`}QHCGEWeDyDeEWjQn_Cl)3M(+lHiv?_toB^*i<6TsANR-YzJ>1dg>h5{IEu(J` z76gh8SJ0QyG)60sK{mJ=BKTh7uA3QFFX~`NgnUBA@ycJkQFNVy_pr!+6bV-jpT$O> zFU@l1>WrOD4=;UP9$_Pm4*OEVWe`@{Ti!FSIA@hg)2U}<_u(MlvkUQq{DN?7G(t>XU>?FBYzkj_Co%f*!?5l7{ury zn*G-Ch@g6>9xiiSg23{9VG+482Oe9L@5!j_6Qf7&ddq)OCpq$bQL(YHE$O5^%gnDp zC-A`^{|L2mn87p{Pg~=CWI~1K@42^3UB5FTr+a2&RA~S*w-q2q{%tUauOBB^wE3@p z;K=LP_|0Yn0yN0pP{4is@H~pS3ApI0Za?kr)<3`|=3uKmFlm_M`@8lC6V z4Jy3)LE-<(zcNG<49+#eU=kD*boT)~59z0n23R)e1%3q4`=a%{Vz%jt{X$A zVrF1)v=@lFliwWme0>o#zy6(%;95uagf6oT5ly$X7DMg2QXmR?!xM8*a?;DzS+8`Oue?f>Y z1ZL0LIRu827h^!n40q&;QNu}A;#|9zPq=e$tNI<}ezcE3)0V4HEgZtE?k$V8Y0?dR z;0v{aV8itmLmrKnwDXXS>zw`!2q)A_MR|>x=rmpYo&rn3wMgL4cDOR?EH3&pOc+6l zxNr7O!iJAlB(g=GBXwunE%+Ham)VsP*~J9cDjJ%0?psPVdl>{ZIp4<5Z5)NBAA@k} zE(GW=+3tmViD!2lIK7P+VR;`X5q*%aa8&7*TjDM<{&F>tnXE$rtUSE4!r=coR{7i@ z?MhCwPAc)MGb|^l`jt)McbGZ>Nt6JSU(OEcMmwO%!&%`fbG4~OrGHpm!@I+u^hpWtD~l2N7C~f@O-fakan_ZDj${Dj;V-x)x|1?aO-V()GCYxsdTE zWAhr24Mx84{Jr5d4K{AJlABmlj2ru6m3AJg8|o0Lv)CUW|*ZeUYs2jEpBhWc*EqXXV*-tmBNBKi6#Nd~VX(52w|m zFD7)VB)%wr=9=^D4DVkWs4~GsTxzbX!3No0>0>5IdEKwy)-4QD>tzhP-x{S89Awi&6aTlZffP z8Num&e&u=#pMKIy^UIK})XE>lRxgXA+^ABA541|G(x!fd;c=qJGP$76R7$+i(9j6h zef!HJp)J79dwfNsZhrX1i^vP(cXcNEQPuig8vN^8MV65KQ+OB{P=MaX!4JX z8|DG#(Q<$%SGc~)s!2u6JZ>uQJ$YQ;

J&`d$T^my{|xpzz!{=aaM7xQfd<9Ky}fjs&5cdrdv==#5P7G(_bikU&fPL7#e_?pm7BWo+*;A4J!A-nY@z|*J9I2XmHSt%|+IX zm@k5fVgG@sFFt@k&(a^8fq|jMh==N_0}-DEEIOX{S;5PLS*y50;6d3L&mWfry$>9q zu`3qPOhUWl_jjsB4FhXyYY)A4quH8n9$tiq)6>XKho1Uz=~#T)XB%)=Orq5S6b*LL ztf!7K?D4dlgB<-Gz@omoDvjkzln{wu;o|b&vut3q$;<&2Jm1LJm{tbV@9pH8il>Eq zZC%G-gFFehYPY{ujYBa>6*@WlF`88J-;&XKs>4vtyt98>bzI2BZsDY3d#PidhkNAa zy_Vl|S0cWQ^oTgyQqo)1{JHejtb>J)3*s6^DX|0@!O-UTdOJq@j`GX6{Lvd@wp!^w z&C=aPkLFsb#1E*>-G9L=hIXrBi65_DCk-#+CE19H`c7p!|G=eICI3&~4R;Qv3pIQr z#FLmLCRw}8D7xLu)03|!!B%_UDF4OF&%4q0nd;$(Ury5fu=l4QUyfQ_k)0GY;GnG; zFHkIh7LglQ12W4g-;7ISdpFVv$vb1Dcs9SDTYcx?96rh5GPCzFXT5VX_ z)uSp149n<|1Z@mb?Epa>5@5pGVBp^w`70?cZpFpDF|0B(wg63lA3l62w3dBf0`zKu zo4dOs0}&CzQ^yL<0%R&$(6(5X@TC}T*&Ws0+lvl_CBU;nQcZX`xws-%?7~;pJCMMv zc_{8tCLK%Qc&@w(XRWCO?Q*m8s+Oz>2 z-g`J5Pg1I{VqELD|__I%ZeG3@J={BQ?#Igc9B6q`3z0GJhPnLh;{wK+0f9C z5TrPBbQ>DgZJiJs%Tg51R8@p}@}3NLwel;pjT^lq9WJbkqoM&irg|)gAk0`{Ovio= wa1llZxZll=+d29qc;x@T{x9Ew)4A;jl=0HQo|Rp6dkFZY`dmw~O5Q5$e>BHC1poj5 literal 0 HcmV?d00001 diff --git a/docs/index.md b/docs/index.md deleted file mode 100644 index f1d506a..0000000 --- a/docs/index.md +++ /dev/null @@ -1,90 +0,0 @@ -Data Science School 2023 -============================= - -![Banner DSS 2022 ](img/bannerDSS2023.jpg) -## Objectives -The industry interest and adoption of data science continues to grow as it leverages big data to achieve higher levels of business value. During this third edition of Data Science School combined with the fourth edition of Business Intelligence & Semantic Web seminar, participants will learn and put in practice solutions around recent data science concepts, tools, and techniques for data collection, ingestion, transformation, and consolidation. - -At the end of the school, the participants should be able to : -- Understand the main concepts and techniques behind big data frameworks and architectures, -- Practice machine learning pipelines implementation -- Use data science tools and systems -- Practice data visualization tools -- Use knowledge engineering tools -- Understand semantic web paradigm. - -## Participants -IT professionals, engineers, consultants, students interested in Data Science and Business Intelligence concepts along with their practices. - - - -## Addressed Topics - -1. Introduction to Data Science (Architecture and paradigms) -2. Cloud-based deployment (Google Cloud Platform) -3. Data Engineering with NoSQL and data models (graph and column-oriented) -4. Data Processing with Spark and Hadoop -5. Deep learning processes parallelization and cluster mapping with TensorFlow -6. Data Visualization -7. Methodologies for presenting results -8. Semantic Web -9. IoT and data stream -10. Constraint programming -11. Big data mining -12. Knowledge engineering -13. Knowledge graphs and applications -14. Linked Data -15. NLP and AI applications -16. Personal data in data science -17. Operational Research and AI -18. Law or ethics in data science exploitation -19. Big data and bank loans -20. Case Studies: Applications on e-health Information Systems - - -## Organizers -- Jules Degila (Bénin) -- Ghislain Atemezing (France) -- Ratheil Houndji (Bénin) -- Pélagie Houngue (Bénin) -- Carlos Ogouyandjou (Bénin) -- Joël Tossa (Bénin) -- Hénoc Soude (Bénin) -- Arnaud Ahouandjinou (Bénin) - - - -## Program - -[Check the program details](program.md) - - -## Speakers - -The list of the speakers is available [here](speakers.md) - - -## Venue - -This event will be held at the [Institut de Mathématiques et de Sciences Physiques (IMSP)](http://www.imsp-benin.com/home/) Dangbo, Bénin. -![IMSP image](img/IMSP-image.jpeg) - -The details for the remote participation will be shared here in due time. - -## Partners - -- [List of university partners](partners.md) -- [AFIA](https://afia.asso.fr/) - - -## Main Sponsor -- [CEA-SMIA](https://ceasma-benin.org/) - -## Logos - -![IMSP](img/logoimsp.png) -CEA-SMIA -CEA-SMIA - - - diff --git a/index.md b/index.md index 277da26..8593a92 100644 --- a/index.md +++ b/index.md @@ -2,55 +2,70 @@ Data Science School 2023 ============================= ![Banner DSS 2022 ](docs/img/bannerDSS2023.jpg) +## Context +Education faces significant challenges worldwide, particularly in underserved regions. Limited access to quality education, insufficient resources, and a shortage of qualified teachers hinder students' learning and future opportunities. Traditional teaching methods may not suit individual learning needs, leading to disengagement and lower academic outcomes. Additionally, AI's potential in education is limited due to the lack of localized and unbiased training data, affecting students from diverse linguistic and cultural backgrounds. Addressing these issues is crucial to create an equitable and inclusive learning environment, empowering all students to succeed in today's rapidly changing world. + ## Objectives -The industry interest and adoption of data science continues to grow as it leverages big data to achieve higher levels of business value. During this third edition of Data Science School combined with the fourth edition of Business Intelligence & Semantic Web seminar, participants will learn and put in practice solutions around recent data science concepts, tools, and techniques for data collection, ingestion, transformation, and consolidation. -At the end of the school, the participants should be able to : -- Understand the main concepts and techniques behind big data frameworks and architectures, -- Practice machine learning pipelines implementation -- Use data science tools and systems -- Practice data visualization tools -- Use knowledge engineering tools -- Understand semantic web paradigm. +The overall objective of this school is to highlight the benefits of using AI in education in order to enhance the quality of the learning experience and teaching material in different languages. +At the end of this school, the participants will be able to : +1. Explain the major innovative approaches around AI for a better education; +2. Identify the challenges of openly available, unbiased and localized training data for underrepresented cultures and languages; +3. Implement at least one use case on AI usage for : + - Learning experience personalization (including students with special needs), + - Learning outcomes prediction, + - Administrative workflows, + - Resource planning, + - Curriculum design. + - Use AI-based approaches for spreading teaching materials to the largest in local languages seamlessly. + -## Participants -IT professionals, engineers, consultants, students interested in Data Science and Business Intelligence concepts along with their practices. +## Participants +Educators and Lecturers, EdTech Entrepreneurs, AI Industry representatives, Masters, PhD students, Young AI researchers, Representatives of the Ministries of Education. + ## Addressed Topics -1. Introduction to Data Science (Architecture and paradigms) -2. Cloud-based deployment (Google Cloud Platform) -3. Data Engineering with NoSQL and data models (graph and column-oriented) -4. Data Processing with Spark and Hadoop -5. Deep learning processes parallelization and cluster mapping with TensorFlow -6. Data Visualization -7. Methodologies for presenting results -8. Semantic Web -9. IoT and data stream -10. Constraint programming -11. Big data mining -12. Knowledge engineering -13. Knowledge graphs and applications -14. Linked Data -15. NLP and AI applications -16. Personal data in data science -17. Operational Research and AI -18. Law or ethics in data science exploitation -19. Big data and bank loans -20. Case Studies: Applications on e-health Information Systems +- Implement an AI model for notes taking and learning outcome predictions based on silent AI listeners and course materials. +- Tutorial on LLM models and applications in education +- Conversational agents for teaching +- Intelligent tutoring systems (ITS) +- Dialogue-based tutoring systems (DBTS) +- AI-driven Personalization for students learning paths +- Ethical considerations in AI-driven education +- AI solutions Survey + + +## Main speakers +- Théophile Dagba +- John Aoga +- Habib SIDI +- Ratheil Houndji +- Eugène C. Ezin +- Arnaud Ahouandjinou +- Hafiz Tiomoko Ali +- Jessica LOPEZ +- Ghislain Atemezing +- Bonaventure Dossou +- Mouhamadou Lamine Ba +- Félicité DOMGUE +- Ifeoma OMOKO +- Matthew EKUM ## Organizers -- Jules Degila (Bénin) -- Ghislain Atemezing (France) -- Ratheil Houndji (Bénin) -- Pélagie Houngue (Bénin) -- Carlos Ogouyandjou (Bénin) -- Joël Tossa (Bénin) -- Hénoc Soude (Bénin) -- Arnaud Ahouandjinou (Bénin) +- Carlos Ogouyandjou +- Joël Tossa +- Habib Sidi +- Arnaud Ahouandjinou +- Ratheil Houndji +- Ghislain Atemezing +- Pélagie Hounguè +- Hénoc Soude +- Jules Dégila + @@ -74,17 +89,19 @@ The details for the remote participation will be shared here in due time. ## Partners - [List of university partners](partners.md) -- [AFIA](https://afia.asso.fr/) +- ## Main Sponsor - [CEA-SMIA](https://ceasma-benin.org/) + ## Logos ![IMSP](docs/img/logoimsp.png) -CEA-SMIA -CEA-SMIA +CEA-SMIA +Université Calavi +MinSup Bénin