From 804badbb2ba0d3277d9543f55db47d73d615720c Mon Sep 17 00:00:00 2001 From: Amir Khani <99316850+IAmirKhani@users.noreply.github.com> Date: Mon, 31 Aug 2026 15:11:43 +0200 Subject: [PATCH 1/2] paper: revise a sentence for better clarity --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index 30044a2..1be752f 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -91,7 +91,7 @@ PyGPLA uses a function-oriented, layered design that separates the main stages o PyGPLA accepts standard NumPy arrays rather than requiring a package-specific data container, facilitating integration with existing electrophysiology workflows. Frequency selection and conversion of raw LFP voltage to an analytic signal are intentionally left upstream because these operations require experiment-specific filtering choices. PyGPLA therefore operates on a frequency-specific complex analytic signal or phase representation and warns when real-valued input is supplied. -Several numerical and interface conventions preserve continuity with the original MATLAB implementation, facilitating validation against the reference implementation and migration of existing GPLA analyses. These include its normalization alternatives, phase convention, reduced-rank whitening methods, and selected legacy parameter names. Optional PCA-based whitening reduces correlations among LFP channels, while an unwhitening operator maps the resulting coupling modes back to the original channel coordinates. Statistical inference is separated from the deterministic decomposition, allowing users to choose between a computationally inexpensive analytical RMT-based decision and more expensive spike-jitter surrogate tests. The core package depends only on NumPy; SciPy is provided as an optional dependency for documented simulation and signal-processing workflows. +Several numerical and interface conventions preserve continuity with the original MATLAB implementation, facilitating validation against the reference implementation and migration of existing GPLA analyses. These include its normalization alternatives, phase convention, reduced-rank whitening methods, and selected legacy parameter names. Optional PCA-based whitening reduces correlations among LFP channels, while an unwhitening operator maps the resulting coupling modes back to the original channel coordinates. Statistical inference is separated from the deterministic decomposition, allowing users to choose between a computationally inexpensive analytical RMT-based decision and more expensive spike-jitter surrogate tests. The core package depends only on NumPy. SciPy is available through the optional sim extra for documented signal-processing workflows, including band-pass filtering and Hilbert-transform construction of analytic LFP signals. ## Research impact statement From d8f703be1e10cb20483ca362175641a3276ee28c Mon Sep 17 00:00:00 2001 From: Amir Khani <99316850+IAmirKhani@users.noreply.github.com> Date: Mon, 31 Aug 2026 15:55:08 +0200 Subject: [PATCH 2/2] paper: upload the updated version of the paper --- paper/paper.pdf | Bin 1144491 -> 1145426 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/paper/paper.pdf b/paper/paper.pdf index c878e88f1140d4a169f61c50a63a8c4c28769f70..dd6e6cfa40ed5525481b68814e4608247d85e438 100644 GIT binary patch delta 32601 zcmX_{QwNC5zy}zbo1}C!nu|7j_S5k6y|5X40%qP7 z?qgF^5to%OsHfi*to6jY)M>nxl|dxARJ0&?AoI<#d#4Mkt}YBTId35M=IvDxYY{!- zluD0fQ&nf|_joT?SDgL^CC(z7zc2R||Er5Dct3NiY!B9p9Hc{p)=K77lPhUGin@re zMi9d|(=H_JPGa~6|DbawuvtA;3ApnjC}!!-6p-OY8Q=}*Tqjw#I2N_%wAgI4m`72?J#v9(w~N7am8&R;?)?|i0o>QV5j$)oQaT;P$>x*mLMpMwl$0v_!~6omd2v>iV>KL8JOvR zZUAMPoG~yqU^14pGiLi${RlC+3i25Q1zc2B4gTb&W}9b_2A2g_AB!dH{d+zNtt5Ob zI@+d4@oZu&UQ`k7Pgt^)p2^2+@2~DpQkuZ;C}O);;RM4)VHFwyy%tWv_3>n-ok zfHcEl$@eR}-&FO2wo)+c&yn4_#LBz&<#)CF@BQN_Ag?E-2@{;KDGiBU;MY1VGY_Ei zdwc7AEQ?L26CC9#C%XHFVhl!UU#CB* zKGE^eFTRh@|Fa1ADWGo!loY%|sK1HE1VIw@>+W==317~zp)x3nmf@S^j*AA5oRc$) zcwM0a*7aOx$XWuV1r(*S0P@*jpFd`BI+q+RJ`Jlc+jR9@j+#4n6;jp7R==J2J*_%^hCy1qNq&Y3cRE+4Xuq3p0uIehLYM5Ui&=U+_QrTX z`o-S`mI`iU#4(S~o#{G0CcZmIfDyTJiu-Xy1om|>haDSB@y%oR)iLeE@$a13dxm*1 z%XQ%&0tWRT{XgmGloU3sWoF>q8O+^Wm0fZf9S=$8>}6*6f}3tqMo4aSTw!L0WKfrC zm;ZVny;vhy!dCaMPI94I2Z#RH*s<9Iu9{*3!7i@COG@~K6PMa9jN%fOXswXD@;0$m zT|L$#rHx4)KuuyVu*B?upe(Nz(Jqc!D~=wg&^BKE-M~|ZBrL>RtTN`W(q${y8ka^O z7a7M9Cf<09lAt1+#49b|N;El#7lfY&lrK(8 zXv)p@@n#A&3D>+v=s4Aux!(=Nb_IR=nOi^d+8SXhj~${{6io%MxgirqWloWMvPtQ0 za{TjsTz}2|N^F&Pak8IQWuSYoBV{YwXsz^%!nQ>)aeQy|7(ekX6~aWyAw zyDYt8NLj6g!{59BMb`Z!Qcsfs5Z~6ZzUneg)FFf=GFcZ~;dRk~+mEhSON7YBuP^qt8w>s= zk|-$294CwkM!Ap3S@2ugB=FC6t>`!ejt@%lz*Q5S6IM4AlZb}^SoK-}X4`QyHk`IL zYqJWjs6qlKpR{!$hy`29s}ZKVS4$$E7u+&L^p0B(A?_2x1?VzJUL#FLiV`!f*5Pp4 zq8;062JN_x==J)ufH&qHUFKG(RbZ}M)RDWpV%FCs?YwXF}i;$!I zEl185UM+#KF`J;q9wPnMOd?Fxbz7{w6-+w|A?+SfT}?j&8&}zzd*`(KGz>E!Z|~sk z02dmjl?S1;@Q$a>nwDDV@XGrowp;Rq~4Ci%7`#sx&Dve{#+XnyQ;XFfJ(n$M2R z#j+xo?8&A;gf6due>3!V*L8PgAtt(-JGtp2kH<~P(Un@oqP@gqWRb)bjginHc-N}Z;K1&Aj= zZ{9mm`)czWRA+(BsWc>uoK3)7SuU+>#qIt}j+8&ImXam_txaN@6Lbzuu>u1@o?gu* z!p+<=&%0-udxUZtI;Ws>J(T>OP`3sa-X74Cmw64EgebHqq5@KbX~Fy{#M|-+UX^@U zXD&NZ-m?!srd5m*@D6YxxoJE-58gm~MIQ(@e2Ur2R72mWwmy~vkjAdD=q99{o@T>C ztHGJB4b(sY6BiOZ ztR(j_a6Kf7@FW)^4S&!z#u(YuWExvcUnjinAZuz-^Bya$aV(6_#*2KtZa#8};v!M` zWKf2{d+llMUUotFd6C7@8vh)5X0g9{o9`2bm)!|a^I>> zU#bC)2)l?O$u&S zA_ZpgGv%Fx_*#~(Sk!W&XXwaT3Xb@hN&^42$;LI5O7_>#P-z4NM%h)Oy%MVN^_B}^ zA08o)U~s-V8tvKMIL6}Q%6n> z{ee95kq(M|v2!y^b#cj42nvHF+y`W@JtWt#)bK`aN`%01GpMY=GnM7z!!rb89!5X` zYY?DRZBtb*!|I4A=$z9mgZ%a22RhWiv?dFMBwq%oM zdG)l20!AtAv$8x1zye&)&U-+ipyOOy(GTyOMFt#Yup6dqDBupFTA~h{j00$=W6~CL zUvA2pX$K7T?r!?M3n0Hiw5{hkJ7o6bqAPQPRYUQtLi;w@C|W^&E{6vERhqGCPG}E6 zN%AvZNn)_e%#e<4>b2Oq*XZI)qqMEuXt5YamuM|W0v$=P&jQ;~a0^=N21DkWq6iYn z-Q-{!lz<|6Lff-&;s7D9NQC-UP*ZE7wO3P&NCXzdMk%D6 z?&r3q)}u?L{OquFCxBDyVDMnXnV!Vm;ANhl0K%|wn5cW@x{ zB_f2airph}#IOqeCwF(7u7K@CvLc1aJ;DAWOj@a5(ExMd+&J!ZUR?A5NeW2gd7ytM zB}x|A@YjXAk*UTpAwwO=Rzc7I#`DA8%+#zDxlkLQ>7QK19Kdaz&~G*2GQsu|l6xtF za(wT`K(Kh*W;Y%DD&f8AG_+1UtbGTu^-ZVt%tBPQTO)PI6lSR5w2|#7car1L?+qF= z+2Q)NzM)Z=xyC9X(S!XHW&y^*Q5W~crr5IWx{%d6j&&M%tDvXZNn=_B(gid^q@8c_ zD1jkle6p8q9AKpcW`rFNd5f;jKK*O|chzXr?m6S#Op~Ch;Lf~^7dd~R8?SGlN@Cw8 z9byQ3lht5$^o$t!wi_*UVZt=mriY7|_Tli-&1U=*!hHa=p8Pznps@l*(N?D%J=Gfa$jQbiyaDtzXbHE@Urz_~hP-9I!4apLS+d_6rVia)0z zF^-H!lGS|T^YKtYvMCcK>rz+NKW6lxvj3c@LyRX!|y zbQHEd&TO*`BY*b(xyr%lPQVv?y26&-I1-V_8=&p=q#e07M|fp#vE6${7oB@d9i`L^ zHK-7Z7eCCN40lp@sUX2hRN;vDm(0}796(&)9r1{pBZ1F6)Q*1#q(94TWCnbW6DGkT z2aq0W3lt;H<$k#|Pq-r&lOi?hQ&pQj88_}P zTbuE*+?sTTwtLdaSL&$OxoLbsn|BKUG4;aowt^QHfAqP^AnTujBjC0MLRVJ8)28Nh ztUe#`uOBGzWT1Fa9}<2>TKM;)1~^y5M`You7YE-5RvWsw52yBdo+!Ks90IP7p&4S| zfk(}f+TcX$iW%yyx6k&_LZE75u@aQ6p6NHpZASGcjCMK!-3-`3NgCQaGFd}! z+}n3hq--~8h<+fkuhE!bPs>)7VqwlJOUS7BZQ!{9j@evF{Gz5q3(=sm0rY7~0mdoX z2=j;!rkQh7vNVx(NQ5)uZday;qh!A;d|K7)OOhZhjf^U!iXnBNQ3t>Kn`DAa-R-fi zj2+`3WvsDcav^nYuF$Q{AH<4Cv^~5irv8#jVYQzVY62z_)%Z$=(AsYW+ge+jha|e}<@et#3mc1kIsvIz2zSC|0icKYz*S2ouxFJN zkOcUt*7!EM#imQHf!frFpq*Nkcs&bh2vm(rj}0hUSOvAkUttoHX2zRU(x;K074vc5xadeC z#q^h1B!fQXV>7QxF$2g2r;Sr-uffPzY>GUGkb8boj*6TDK&Xu?O1PXHLwa}MP&y>E-KS~KrAKyBC{S|?+i_Fg;#8?_o_nWgHDjUyqSRn{UJ{!M%;uu z57yjbfO&}#Kxc>;{XWFU9tIn{u5+pdV-vI&zQJcfU%MCv8ha1~c<7=?P%X*!_tRh5N%)uKPJJoS zR{1zUj_6l-z_#UjAw$=T;ja3A;;zs;B8K%rO)tFvC9x}gnTgjiS5L(RBde(V=K;RB z?($ySE_ce#B&9rjQBhIHA^S?atKPlMA0`PORt#P`yxE%? z6dlY4694s9l=abfJ6Um4DlJzHpTv1mIAbvL@Y4KeQX1-6)NtWN{zDcw<=13E|2H-F zm*o4)EkRhM>r3DBG0v%1Q0?yFVRlmA?<*DnNSM&+3RmNx)RY7_o?U?%hTAz!uF@%; zM0{&6#a+RcJdsM6d8tC_w^1kV>a8#{Y1G#Brf-Jk-sxm0^0VF*IRZq6Ur0T?*rzLs zr4VmBT(A4OxQs{%fVv=?RyuSm?XpVucAPk0(q{0xEo$xz5!LD^vNUT6sNW`~W84`7 zxYg?UJvs5xSS}y2zuxv(F6LXvrV1FgnJO_E`Smt@4M@K3lmobs7}+hAHw&T4gI5_rn^a7B}e-jfHw1&~Vq zO_5`BcudP(mr+9|Y`}W|WnC8FUlm}M)~C?aDLPo<86qGzG|iPN%s2Ta0(e*WVU#F{ zcuTD2X!k^I3M|E)_iWpxFa8!vCn{Z&J7xIT<50o!V^?T$U0=)}Eq|A?sW>39$)mGn!0ELMb*! zA26GUX1nY-wDB-L9*p$Y;I;q8s6NV+7L}ISHUo{8lAJARfyFXiDR4in!2>2gd)^b)>t&pz7(<6FjM3M8{RKr@K_zz|Y_S{#bRl`x#(Rj^u?vjHq|N1`+v zQm$WxF)*MM1H>PFal!kH*5opfHQVXmeOp;j!X{<1ueV1!+AY6ww1SQ0S zKmW&pjuaJWH>xj?)Kdh--~^miMC)-OjD&LDI*}J5D?FF*#-bRUNr@RkRGvFNA0$;t z!-8M%Voqm{5j>6@=`Wnxk0eaUpWLCieLX?I6_PGgq6m&49-R#6 zMGSrX0BaQRM9Q3A^gLby2$9M~+#j62LZVK8e`4$+<$$Fa{hdXIF%?nXC{i6>VR8=8BcHDH;IS?7C$D6H8%Ov0SOeC6GRe;HTj6&qeT#;l>@b7G#&dPV zvA&_FSelv1&el~g&Y#+r5=EU$8o6FSoSGInU zmy`c&l-JptpkH)%OG>p?8%5&)D!*rWmU>45YH5U&cdO!)=z(BE8hAW65{0TkP{YdK z{+Onk$g*S|-gn|&a zrlsZ|B;$o0C^w%M2i)^Lwb_a+-s42^!78oqu_1VaqBY2O1>XHLr*6BOvbz5ixzpN9 zW@MniR}X)#THYc-7t|SpXZ4Wpa#ek`DCxA3Q`;9}Rt3q@Clk)reB_#k=l-jabyPTj+3sg-Omv}^F2>H>El|qw-3Bc477-J_X`Q?2ejYJ?W*L4Flc;@6aAu>x1qvMrDlqQ)HW+#^)V4M%}Ip$(quYaV^ z{xempR(gk?>7Bxy=68UA&X!DJb=Nhb)%M5KbulNvUd?n&9XuEtco@L9KN0Ot>D=RYBnv>jS zV@pofc8YTllM>#4)!S|4KDKpC@ORNnku7@?W0E#a%Dj4`X3;TmFC=)Yk0rX~++jm@ z6gdEqOPcY}IU1O7R4xo52Qy3THn^G!meb5HE{)N->=h z082q84dZa=IT(J$cn?=2$U_mXq=wn2^*hhw=RKqNf&h`MLZz^gk`pnRB85S5cL(!{ z@uBDIqz#MdVR~l0z|B$jpQFi!jFI5~L0~U8%u*c22Z~$O&-}uJD*1PD&_wy?Z!a}* z!NY%{4S?gO!r-xvEw~4!phUc@Kp033VBjJ}RRgbJ_=(!^nu@XGSafP%BrTRf|8E%N z?x`WOY}n{mI!O4h1X%#Q@Q}d7Sp?Lql5QEdz5g8DKg}MG;*d%>j2dw2swj(cF#jQm zU=iz8VKecVGu8!MA=jk8XEP6rDv5hDHL;gQJplV|>Y>`PcXSZQkguJ-B+lYHnAwyK z;A`cCv@(CQG%EX*xV`w8K5DT$;S+S&-9z5D?-7_Z@x=!B}!kit090)n|N!1u%x81~~F;UvY1>kI_ zOaOb7n`K>QFD zJUZ?XSuy|u$ONjSUV$7EXn^+N!{v4!I=HyPzqOxTlwz@OI%?gs1EfXLNV`}92FSt| z>mOw7Ypw)c9u%kK6xfxq)a_C*NR*KrL_Zc3|_2RVOTC`a;s2aX=r zKkaWB;a!%OwL=ByMlTC*=n+4UtGto@0{jn~jUG~ru+mc$Z+ge_gYyD5BY*{@pEx{g zsMel>QZb_ChgX|KLpZK4;GI zJ0AZ~?vZS#`)(8`*2j+EB1%?ZM)*~+oMp!1h-vTn&P~?UU@r`ZFiT{ifdKNRrRp?~ z4KbnN^eg-fP;#iRZJ$u+7GTh$Ea0*Gh|=@`D27q6I~lobY`N@@Z8UuM_la2Kmb zgn-bQnEA-9&jCas+o7YoJdC2}cT2&EQLl&xjC0-&US|oE_U`%I4&b^Sm}0KJyy&u6 z?op?WkkJQ?R%mEY1}1LHPuALyP^?AI)IJq=IP}T^yTP=1BIW)ZyEN>Q@Hx5eSDdfF zD<~|_hN~4I;X*18$D)?>ZvZ;3AJnEtg7f+y7`)|<&@L&w$r-hzR?caSbI3O#PMe4U zV%w?~gky&%G@5K620)_38<%uUM>#dWvZ|86lEyI+vJwjydl3&r5&Qn5gx1kbdADkQ zeS{=A_h-~8ii%aXVTRtqJVTQzVZAd+ppQEI{u7tphmL}JO2#HU>ro;bi?^{iang1eh8gg!6xF4aT(W zL|`!pF2?`oZ2Sp>NCN&3kpBSv53v6L{||`&fcy`r|A77vnE!zN54it;Z-q!g5K;l* z`u_)VrTr&+khCtJA|&twv;AM^hn0)@f1MwUv~qGpQh=6ZLLzb67&a@4CU${>M} zzmk_V#mK#!zwiH?s~5`{4Xjzzz55d-Qy@5orRZ;Q6JxC2sep z<+j)N7vQ;2fBCBI`)T?x^t0FXw+QoiV0@#F6aC_B2rFh>Y%K3RwTb?>&hZ|B{`cwh z&x6bR>&uP4T@MZIK-*&0tC6Bl_5n(c6FK4{F`C;fonhxivsPCVqtXaeJ$x#o{^l#Y z(unQu=GgjmhvxpyXV%J#4&eQ1GDn)LXeUJ;0Dz<{qIaDlOMQGEzm9D_&$vci=&TEt zCCd->`Gvhn(SPPyu3OPsS@NnXXyI6mD$&MoPQls9+-+R(+gz~!^0qYwv8S^ip(LYH#UW~BY}nFVv|HJQBmu9$?&0eL~LRUmH`p+~x(fL%8oi3QOv zrK&36*DD;0Uav~xT}N5(fm^V^%UK^d)Tb~41J?SA;4M_*!D z@@|){nhoZDER4F!eb-b+Ro>=f)i>c*_SM1KZk+OW2Y5Fvj}j3Za7BX8D9cE)qiW&- zXM)t64qs>-6t>8W;qgZd9+R<s3x|9g_Fqs1CE+q-j_ zGrg+;A2uwOk2e-GK&JyLuTuLz2PTO5-lr53h+OD|$U%0tAdy+*F9d;r=GsFe5J+&%uI7*V zqyhE|9OK`#1&9Y5Ru67EjqTJXnB?wiwrcn%2MQtF-Eb*1KrPe)MEby`4Nj%C+Ne+o zQ)_;1YaBlu0{s|VbTzgTe*sg`^?bdr1jRbq*^+ke&NPO4!l&&_PSYwo*9XOBqWO%D z;!)>oidy+Dp*AS$3S45Nc@I>B*nJf7A|3&#Pv&&Q)`s=q#1?128YamrC4UHd!e-z zI%GiRcY2g4cCeOxy|1gh$3m1XF{Qb?+Vw^ur0Smv>DJ}p4m0GF*W^eKOhcG#h(z`pjw4IjB0t@;HU0Iofqs=)n(wLvod^uNJXL#i&^ z%!3KoAVDhXK!Rnq2~}y?be8_t=E3IiHjHJnbT6;F5ng8*P1;0wQ`TXm%iV87-bgrl zG0{-Z0R-ehrJ~l#c_s@P#vDu^bjRE#aLl~6t-HI4BvlB`0pJ^lSV1Iv*!#!joj|Bb zvU3kiz>)#}7;gAQ%;^g+h_mZzgeig$m7=PK6 zPVxCU5o6OlvwuM2KAbRwRuFe3J7O~V$QXr=*v#mN-`YfqM0D4~hwhaDESx1_<=TT( zR++9!=yHSBWl*;erk+(&8m4eg>lGgDdMHd9z-T=|Es|=w$iuKftgTIbkNAr?=-T)D zAiqp+T&OKEFqr;Ko!M>>>Q&we2S`jheKNz*=DYpy2?(wLvV~V!3qeD1qa;voysfZ@ zsCqQ{MPwDS%SYnNL)%63Lt6F?;qnFFKen0|29;iUC<4$=Tt81Q^~(Q~ybmf+i0yg~ zIPot4!LGT{~dQ##o3PCQbO zotT!hm$BdGds+Kh`qy+>X$Djk@UGZ=uHJ5qzBT+v*#DpuK67@+oh_c%luSk76#)y4ny1Fzgo#ubZ2t zl?%crIU+Vad^P`JHs=;c+01^QD-6tVux^uU#w6^luJ{!dkFI8HqUwNUZ^>^K`iD7b zNw6v$HZ*VN0Fd1Ym2L@O&~4@v=b$}pI1`$ti}c7^;Do`YHw=#PB&S{4WF@!x=@65R zmF~pPxNBHq0oEr+#T#S>kZqR2fC~A;Y4lEk&W%|+fa8(yh0fWBvNzSl7#~5OJ|V%f znIEKC8cii2iBOScep4D&nd;4q&DmX;t@GykS+H4P%SS(;@7`Ldz`~1QIMN99@xam9 zMxfgv?>y5X)5I^^33MM3N_MIfNnW!MUNc>M7g_|)O`({4{T+7&)CZ>w?=e5iXZ&H+ zc5!LL%}l4uIj+wwn@}gxvKh5tV(pZ_&KH6fDO!nkvZ3a5*?(t71U0VJ#OB6H%Ls!a zG=XDxb%+ZqO}9a&y8*`;qo%S~f)n(wGSec?j`2=KW=%gSa`uRp%oSVD8c zGSJ~gP8@-_UQu|*F6{`8nmVH?Rnjrjc1qPa3Q05=c;KS>8aw4NRiIxOxSSd@VYDu8 z7nSd!h-wU(vySIWspz<1wdL}=F1_IVIHnyG{9Tqo7h@gOvRG-*AOq24%3?=)FPiGd zP;Xj}(yW&LX^x0h*veq=wfxfel$T{+zx_d}KxFs10;9o$#d8nQyN9~Oz2`Lfit z#3`T1lC9F<-Cy7-%)L!JcwkWIX7zZ%Mj| ziU{%K+DilD>9)gs=So{9mzg?l&!P(>6NP++Js)3@i2g53&fp`2LNkL#F|>cDbObI(NqkPkLVJ+9uAZlR8~sdl|LZl=v_+WRI^ zG}a8>x^4jr`qAdTS;4BqGBF(6y2y@iIMmg*!S
    en5K#Fs^ogGcxm8;~%S!xM8V4W{J3-bt6Q%ZS}u*!jjav2qy)s z)vc{;pCBF9Adbb_BUiWIm}o-iv#PgyLQQWj1ud7&zP1Dpmh!UL<%`R=&;N8td)V+7 zj=&Q)Y8vU8NGU$`WRL;wiKrp~$X`kfeR$k1anmcw+9HMvt1eacv zn)c?s#rC+?S{;(uZJmQoXh4QC(hUrD{A%>{YJ}xy7?Pxz z%e*NYV{2uuf}&J=+ZRJi`l1vmG-tyAWOSB{tZ{@V=CX+j;ZU<)A|#ek*;bKwH-8Zk zmgB|jS~BXtVybxw`@FfUOe+Y047JTy&#lY2Er{(QLCUqm^|zcmX2LC&U^RO+%1caX zc1WCqw&2(*tTpUyd&!98&;{MOfOKe7^CYWj!$@y4JiINWZ!Ka|4h7DKFcz@q7XQmO z&WNj|fjU1UQB%ZkzEMd3iehTbv~_hT6@S zU#AdDgz6h5G*#oHZ)U8!%SL%}O@-(0Btsq;G+_^lL#R47W{W zc~0e0ft~H@-qwJ<06Gs-X;HSZrzyh!1lsQ}qs$C`%WIO1eXJ0Gqffi+zeTzn9uyOH^I1#jh~{?|I)^E5>aGbx3lw zd`UvR8I61_QNfm44-KLOFEwGYp}l=A4!a%ARvZ3p70$#A@xk+Z1VLUH z+&whMO&_)U3vu%?{o&5IxMPD-#mrRe+{@qI+uO(6orW}qg^_*nj#r_47h$n{JlQqr z(#R)A=+JcPY%nE2fxyV$kh{G=UFjP*y4+_Jhok=e8j>?nqf>0G;0U4}cKo?>W&MbGAG#rM_?pv)x~OZ^ZVO|1u1j4VY8M z43cWEkgRP$4D~#o8%`wW%(BaX1Zy?G;vq`K5Lp(}uN%`0cn0rtDyjB(w8mtz z98varoG9>c;$^(({LB6QyvgwVOS`slk!Ara@{=1-C4J0mBe;!QDJLtB%&Brf@|Sw{}}-tLqxOwk93 zvs*p&AV;=~j(Rjv?rLrgNZtldTD`@uy2+>cRAAkq<$tT8Vbi`kAxuAFs=N`(OXbqf zO#Dd06mjguRy!LW??JCuN%#0%I{jJ~7cGe^$6}xx=IW#ZL6#e#r}tQ))MV^5>~iP? zzMz^gT+h{Kuk@gT3HT!Y<%__KO0Acu+#VV+6(Y#o%8x%=dlJg?r2Al>RKbe)0{`zytb(5NwV26mB2E~m? z1H$$Ha{X?;@mNwGyVsw{uYd)M0(QcAK^4=I{dT@i`yj6AzMeM2HO$|hX2rttvE~K> zoQSIEc*=;vwkSG8=I_tlUt0Z#JNw@U5qf!*cM<$#@^g5hAtdP##&KIR$C6tZF2_S@fui(!%!Rz5Y~OS@;U@E*$6aji z05~_kY?Vz93g+Vc_5o#ZuAF_cmd(`5G~|@b>Uc(tG`OZ)@9N)VK#e0+9M>E2#3!!&toe>kNe4J@qLP&Wr2^H@Q;L zB$HBFcxCF(!Zijqg5p)Tf!~!nuo*7+$lu2EQeZ&4znb1)$MG_d?%!F9?2K-1s&6zX z2U5&m=em<6WBgpTvg0Ij2998`*)a$<+cH}?uWxO>dG$%_O4#`kfwpw&@8VVZ35c_Q z{2IMEDMR=i3XMV46)2g3=$+ zgFAi3<~8=b-C11yVd{hQ%K zu;Hu@EuEVue%AF9s{jDc=QDXn{%9{D_oF-QuM1}{5h0D=3j^VY%yv6EZ! zA3Fn4iS0LfBT)(Ex?PV(8@zYc=HDvsq9CKs*zU!#^2IJhUKA*|b5Pf&p0dmywv&(W zg+m_HOdUd<=BmP0^-CDMAHYJ)BgRPChI>M8GdLQ1#vfAt2Q`JLKyuXFVKL6a^mc}X z@urd-sTPUyA!lYLqKYGY3$4G~m$s7cvGubfLTvNA36Ltb#4{fv38Mu{x_+@s98aOD zsU#bbR}Jthu2@k&dz~h@++l2@9Gs4t8s$TCy3w`;Jrxx$6j>m<9e|uoCMVXd?sd^f~vr%Jmi^(~gtwd45g3=y#b1aCh&^p;m&h0Bpu{Rsc?K9CmP=j-7*G;pL`T zcpoQPA0uVyvn*FpLifGUI9a;TWm}WJ4H^e$#B=PMf}%5E2XUmOIcf3R zuWpD3Pk@^}hO*PSnlUWK1BxH|ReV`{(DANi=U~WZKjwCL=5=qZ3$e`XvhPkoKcUdGLqX z{)@RWbQ;X3QU?vPLpg8{D*nmYTwSF{DR`~LVku8GsNh}AcX;N2$KQOgSG3C?V}1a2 z^Am?@Aau03duca=wdSl1Z=M|*Q|vh0mY)VT7%)l#U`;*yVoPMamr$)Rw9u;e6sLej z4*jjmdcZk^!KTLxyIJx%3%aDubxS9vya`-1xFgk(cm>XH1?OWV?Qx9IRx}~MRw-VA zWu6rkb6cu5y1)MRi_w)6rZ7y}hcaBBm*%y*uySGkNvnzZsEM;`C@Dx)BuPk;=Q(=w z0oR?r*x%4e}@$*tOK>7}7VlSQGSI!6H zQ(J~>@E=J9JTup85H7EPx7Aqc;rpRd4pXlCfcMMH93N6eazT-fgUsaM6Wfq64DIFU z+G-zAhjT7UVuqh$x|m|9?VynwaEz0lI3jCL3ctdY6Jgl0g*O|xA2B7dE|4CD02-}R z50NO_-Vii43n!YhR!O@A9NdO|^oJuS5_UR3CY*^-UWByUgt)$$F7D(6wVtNErO|=v z#1Y8?%F)R$r!ROc$WND|(Ar9)`JVNZilLJz*1@q$wyYt!l0I$`?1!i)gO|Ai@?8kl zDm^c@co?*kL~{Y&R8pVBI^0!U0QGQ-Zr0Rew?;5()|w3Oe;Lw=ohygleE+Aiw*ZQ( zY5GTT3$ly5yTbyDy99yZNdS6P@<4RPUd=9n4iHw&=GUAc8*EPL2KKt#V& z*Gg$}Cn;)G<_EJ$r#Xghfz;wNN`xWu>*h52xXs&@dN3NpxI^Kc53cTR-eOcQ(AKm2Zrh^PjWw*+ts^fUCmW#I3Ia?!4JF9>U zG5uPDtsj=xSuxF*e=UjorsPlT=?|i)CW3|YsK*<7mj0<(Nfvm>Z+l!npZ)hSeD*Ec z?@W=y4sTSRw_7&J);5#ke#bVx`Sw(gXs`5Va)tDfoW_W^uWyNvM=w`C4-pZ_M@%DY zh_Zk~awe+6JZ>6owQRSV(9PT_;PG{WNh?r?kI)Xt$j{RWh`*QTb^cL&-__ckRriO8 zJ}Xk=XQO}cV04lvWMpa6+D|~}M3nNCLi4N8OFHqoTaI*K&THX z^7X7w7Dro~w+Ven4=vg+Nx7;-(Ks|enAld|YnqK7nd6n;S+*PAm1BSmmnnQ3s_Lym z(@M|P9!lGVgldhXqA7_QT_&yMoJ=V|R##MYmUKhXue+qScF3mZuOc@-AhixT?mYLX z*0!537-z&%BR>dc`@4ux6OXo1hB6JfRz%>WNz(1$gQ*NV{0i9}Y>r8{sW@Kofylp! zjh%?^f1wD}kc)eKgFP&KLV&tcyTylNI$-~(#8?RrVKd^J@^3#-KbG!cMA^LqfG@q0 z{D>>oS4#DLEM+sM;jo4x5<;55=}m@o6H`Rudv$N zg65w?0#~d&&`$9?UM+p1j9bNX!uDW`3n1OG6J5(BcSqn>wVE{I_@ZGdi~l1icOFK9esMV(8g`nNSxq%?YXDb zDIw*N+HYIfOceK;QSJ4fbrG}J18$CW%) z0)U~|XK%i(9vsI6POJN2xc20A1Py9%qGhi@sJ|U!-$DD_tL_H4u}_aS)^9~jf4QpL zIKI9R%pZAQ@#X@v^kz$zQz6NSeR9LI3NnU|y$hXCVj(LZI?S50gg0`=8X)vj@k?r;xXg zt2a3lhL4QC2NkbQ!Wu?dFcatS`HwEIk6Qe?g|R}a#w8OmC)L^)#1B0@QEE*bw8|yg zPL!M~oQO@nX_oYEIv21rde@>4QM4!&fFtkd;R$Fs%Nliq=jwCds%it=yNuu2E?9@% z(k}}EzMqU2hMWwZq}VIB#6MvpLU z6St_zEeqA`KEGpK=}uBVBx$P_S+?Xoq2x^QB=dIidoY(+O!5!^xB)JZ%j8Sg9`H!9 zsG-6q6z`k_*KKt#Tbx+hWj8VvE%=QRxIQI}C=AI(Nas$5hOA^s8QGXYQX!MfD?Ndy zeXIL2Z})7zw8_sAHz8o8S5=J?+cleg>9`&?|CUZ1c+)eo1g_iQN?w`JeC0fyxF^lF z!E+tA<85IuNc-u@!?r~3Xf9)&Bus2n`=Z%lpPS68Bt0*n=2K51Js&o>_qQmPb}wB= z#{N5LZ4OlAp{!-RQd+!1{cy-kz#I4pR@6eJk(1-n;z6s`$!d-$0=d_i3>xXd=- zV`n;qyKyvnpi@){X^VLOh`=WR1xmZKH@C!h9zau zAVCBYW3QgoVWRrgTuo@MD1fv(6GLD%ZhS^_ujgucALBmTt0o(ABx+`&68G-FckpS|)n(PH9yT_p3)EL&PF58&+G~h(wSoW*~i$0wGTm(;|9b6wUTy`SvU9;klAVtVlFVY<=YK}oCEIr3JgJXdB zp3{k{a;xLU=NFJf87*;3`%K-p`KSI5ZhIvdaNDm=xBQL2E_j${EnC^+!Obh8J4OfQ zWPatUD@uLxtp5yH`soNgM9J>EPHWTJx;c<$z4$}um>rbKP0?*+}G zZU{X3Z%95`y7$$t#+g7>l~zVVL$P_GB5mXttxoWl;%$B?j{NqvmzwLHp4>1$PPrSM z=3B->))7Y1DpHBm(F7b{p}?98ZL4w9{Y~bSxOd_daU}KPTsqt27*2Vb$Mat3L8ql{ zgso@UpyFs0+l{mr9AxF^dkkwAD^D*EYjbA|YiO1W4l2}A74}3@P~bl+jf@9fJViWK z*NVqqrH%N(VIp4SP`9-Vb~s+KO8HL_N!cdN;S{qH9%70MCz5@j(X%ykudI@X#cz6k z{Ms=CxwwEmkjyYz*0_#tX08g+xXDYw<=h{F{5fBec#kKA@`dwhZ75Lx*LFie1koLS z*H+?Z2>b(A!N*(Ej;H-1h;lPCnVc4n@%yJan@{hb-0z3Vk{1>2m7l9FnYK<(j;lJJ zTPLflOap=*g9>|Yez!6^hTNQQ7~z}riwmhxV(JnlRb>$kt5EyWt!D$=#6~$H#@;>DzPGiH-MH)KpqG6sH(4y5>|Znucdab%G=Q+ab>kKe{jrjEb*eid z`lT`INlPW)|OW#b3re61wz+8R_6l_Sr@t8A*U9p_qn2uEaIXqfbE@E zC{K#xVL?X=@#StV&M5|FQjov{ahSNcUBZPUc@P{{`H>F-*mr}35SO(VzAZ?2E} zr+D>-#j}-Hr2JblK*2eOfJN;M{5rZnr;gNJfBH<~SzQj|@K29L{2uC`pUsAUm@+lC z-z0n|&$1OJ@HuQ~c36=-{&jLZzs)o|FFMoMx2)mBdKmsOX@=<3x)4h_syo2wXTaX4 z4WZ=XxoTfG2v4tgV0yP-A^fXtPf1xkk~1v+BDiW^VENHZSeWCnb~2$3_he!U@{Gvb zE(HT_9MqkF>->1~d$6-PuTqlVS;>i(2*Xe1$*?`s28~43+#!q)LkCnDGC^dUv9a^P zzalf)*rYj9dv^D)h4H$s4}4}Fm#4~GRY;y_ago}qAYg8iC?>9tQ?0&BeJBPthc88W zUvi69it`pk$vrft;=kGb_>@L&u_3zIMpaqnQ7@r}Bq~6}-L(ECSRvH@r$~}3V|?_} zCvM`k+d5SHp*Ddjq_e$u#b-jUhi+WrULFtJWM38LQI8+DRGhehUSfFGoy0)H<|Ce+tQxniQRk=)7hjMil3hjeSg?iu zqko#;Qqo>YDuJ^P%rS>8vOc|6$P4o}!4!|P8=*HkiSz(3POOWp5wOfc~Wa$)@YT%Yu%Q`d1FYy6t zv#ZbR>9h-)cQD=TT*b^hL8Gt85KsN3l0tKtm1M6EGd?Ff%42MZ zsS&7Eo4rG{5of9x`27=O78(EZ?vZvDIPUXmxz>|Ksi>}gAw&DuD>T(|{^_InVyX}b z_HGup&dXGg%4sdP?ZSiJU0PRIyrS4#e@_^q!kXyPum0RY6!UHFiw{v36TNZ(GRrk5 zDnzRoEzHD4iu|xU{jdfxmRGavt219^I%!Y6>9SSRGkzaj(r)F!Z$&HTeX$$UI{Nr) z7Z99KvWjw~5nA;YGqca%lmIOD!{-M@HdqBKL&uyi9 zS97kX-iFlC$n5A1=N!v7-%30ql8sl>Z}tm@tnDbZ+&{e>#^>tKYU=}F5Pr+ZGa$Rfoyl7R=`IJ0KN~K{iv5}goE`Ijo#J)nE@6;j} z6jz(4%^|GrX~XI#zN|D7gb$dqdnN>H4Ry8hU)RVxU={SlO(aNn7-|+_aLU4bd7!rcss?l2o zmMc`}$6bLQ#!egNnuA?@DcK0@mn=!MHKm364TI=E%WR+Y_0p58AD7Q|J=AI1o-`n0 zSDoT4GoN$xF{|F~8!gk`ZSC5Ek*L7)fOC=}#f+DL@RkaB$K{>gS~9h713^!sf#xG! z;>A<~QU52cOi6_>AxP|sh|^! z-u4!=zBDxe-_2^2e4~0;tQ#tY(=u>$Z4PZHYITk<#-s=`UUqr*90-;Y7AfnhJ@rFN_FDyrDMUVYZJd*bNlE0q&><#g<<%AY>urv!x{8Hv0cMgOVf zhD)mZ9F6hy*D98MAlUx{JeDkyEqZ=t^QEl(pba7d)3h2$$x@cj<+WB1A*8UZp|<*U z{%CoHGOM&+(w4Hyh&yCN!+=&GU)Cm#8d0MvC7VvUUz2|wcf`MC^>kwh5Z+WKQA|sEeQ&=8yWotcq{S>^4s6tE* z`zSL0EAi$K6Z}WmN85X5m#c3Gjl}~t79|f7uq;}D6zpH38@0grZkh-dfn^*iQSlYn zkqDsz!#U_6f(Y|fOi#G+<$4B@`aa`!CH-q*+DsnR$X`^tq%Khm&EMt@ipc$&Hc z3V9Q0fqJor+1t*LOZ?5r8XRH@Wlh>xr?zhKBT5M~UBQQnTe1gJ!2s=$x#QnweY}*N z?z`8YS9r=Lu`;AmCc4wlmo5Ffqp2o5E98F_Opz}skbqf%_1bCsd6C_$H%01bcYICODk{aJE-?4;=S2-oEGPjh~vZn4)8;y7nLUQQ6-*dQeOgMiN% ziAjvpXXA12_ZoFI*^PjEex5)_iz+pG!e>tY9K90j-}MqJk=WwMAQ?s%^97=`Ov@(H zVR0PF`#(QFA)xmt9kK81Y=GC}LWHWTPLLSVumxBs>{Hf16L{-9Vhn z#3Maw(W9>e9=k@Hh9EI#;s3%$HHo#JRA3;BF?G0CE;I3XL!Ut!>l{HC{w0ZTk@(^b zYa7q7Z#b<6{oy;2=E_@pS;sGJMg-A20(mMj1(wkeNZ$`xTyS;{WlJu{r`8Y}g5u4= zg}Qak2p@LjK}*J%NNENUP47sl8C8$pv?iyYic#!G)y4HAKCBSXe0LVUoFOK1W+N4K zdTr?*P1)z*z^L_oQJ0o#`A0rdhFu|{B1d}TW)_XyTlv_Y=){P%r*v&xDXyqFjy>is z8KrCdcMz1+>S^%4l*H&aF~aA@Q zNX6-JGs-xm4ht&57$?{`*jFD(jK@yu`~-MLR9EmSY)P*6wnE+aY`qow#;)gq!yRIH zeQLOGU89edTlgYn0g7AE?0IO??pj?B#hVKBtQ!kd z4IvHQbzL!DEj+(>zM3E1$nV+t(zVZA1+gZul;aDzShRF~ev@90A=TuwQtSyu_}WWK zv~0l+S=Q%R>nd6V^G7|-cBZTj???VyLTKVDoZPCh353*;P; z(*S)ee-p1yHc)*Ebe8@{9!aVt4QX87J_3?%=EugAB;&X}7f~cPx{X3{u`?~Kw)rv@ zSb)1y6yTj9+1T`z*=N`_h;K(DC`*NbGdBQpDT?iAQGea4V0T=7z=kGYgQ(7l(f-q~;V( z%I#O3D_B8q2&GFPl}L#wCrIm1XK~*@GqQ@PxzZa2@47Y>G?I9hSxvlfVv9Fs(X>_l zji#4TE4hjCg)i!h4#FiqHrKP~RiZ~z#(T!-YCv=+d_fBV(|&&x zQTkzup1Fp<^-86XoA&omJXlYYyJc%+N?P$SDv~oJI+xYtu6Z}VWvsr!xHeR4Y0Ijl z){nTEk&%b~1J~`FF-c+=*4q!^sB|;@Qw(yATa?0KI|)WO0@|O+YY&O$d%@cla=8@2 zQ_*zu9f$%99*;u%u8@QgB;ZD#oI;%Gv;dL!5Gm~4MZU5q!uR1XINX5a+vp?Vsm=1-vMB5I+%Qh*REre9w!Pz*FalEgAD z6SZJ4G=Df{Z^_ujo%`&EbnI0`(btL6LR{lBuhUs*kzUfFocFW6txAnjgt^R$mTh&s zdw;5a!cMwex7gyHrf+JW%td1U&_?ubkVv9cR$YW&%J;;UN|AKq0?(4~nyzZoNFs|1 zco+Aj{s-vytz!@yVVSLJyo(f!Ch$%!-o>qGjMX;91$W=B%`_~Y<#-d7d~R}xvI7DQ z?$SW~#rH`bvwa_g^>O93YJS`Adm;}h(6Zp^-;6b;N7TYb0YsWrDh4B(^u;m{@3Kf_Z;NqtLj zZcK$OB|}CFHtv}^BF3C5?c`qZ?AZiQ6hxTxN*DUwUY&fo#@U68)A8pq`|KXX!^Kp0 z`SoKYf;@a2>vfPQQtNM;NOw^a-iD0`?(7YdP;Hwj;`wFWmQdL?Ad=A^EdYxb7poec zK3V;EMYjU!MNPOKxcFoTxp!=T`Fel3t1P$Vb-(toLq${^^Sv_p@o{?%^4Rv`Vc_Be z7~Jo=%M;uXOdW1Glr6C7v@^0Fm6A>0N6Ei>gYdk*&TiEFC;g?q2?Rg2M%yrSv^vn&EwQop{( z*k)cXVZ%#WBo4WlQrqTRC^2g!ka2ZX+Bcn1+PWQK7P>V#*C~+yPFZO2*x&GdwX3k1 zzYw6(FP8B|TG5AVG>@BKsh&S$&iBn&q~tEP$eYjlswy!LpbGZu*Uu?9lRR{5L(b@N zGUcOXS^=|0_bM9}LRlcB(M;^~sbR4f9PJ`+vVT`egTc@-S0EYmlO+x(ybv^j5r+V> zV(1)?-voSa@93gB6)#`ngs#zg;c~5i^qQc#p-sq{u_v}MM;p#r(2sk(^~UH}uvzUTsuxlb__PXypQuc?&UzodOT~t$4at{`riRxBSOJhELzp zai{NaV|;|N?=)j?3x*njfm;g-X8jD1npz8_wO(?SpSAQKiT1<_9S|fg&GLVntM1j5 z0(XZZs}>?~a>^*d319@qpRrYg5vf+v{J1jQq;4FeW|WD7u()%{DQhGwY3095rZ>i& z;fW&K%&&6xCX=veVnHfVMyJc3~0jpMc{O&frJq3*)_$)giv<`_fwi~62$(g>kn!j^aGw@|Zft}J;*sOyE z(mXl0N4%~zgVI8GAISznXoujX&%c0;@FMuj&QdlQHwjQi(k{?t<1&yU&1pO?^mNv- z=CF@;jv7^c6D_wsN+JF%4d?cRb5^2SNThqxGvS7cCSoO2~$ajSwgDVn#qla zfl#TQID$kvM^(Gh#H&a;{H!#cbx$85n|bz49+<$uk9K_2fV)OLBh!<99dPd>_vS7<1;D8|9$ttg#xN;^o>l*#8LZN1oZjbqr&r{2JI#O>X6pvVu1 zUgfh(Sh#$6z~M-A?+%IcOcoA=loIQ9;><2>ebAzvf6R_Tz?PSwf~;yr*daX+%RCdu zCw5)W*5>a0)6^m+&M^2Avi;5+934G1w9tF>gxgGBsdIV#*lW||e_wHbBJ$_BH>b~u zLBqnK`aPpO_b>tapibKAE=gv^_{+9Ga*HP!->j=h?QYqpKaI8Fw%cO34NWW0r+tz^HQNdqs zKJCVpy4?$BP^S31(+u4u*b{9D%giGV`Pi8SsAc~BE5chR@f>Pek^qaa zV#pJj^D5zRJCdz=kd62CPOQ)irXT5`Wu#6V12(@wC=11#Z0l)g{J@ACyM9KJ)#n0d*L!x=zgyKbN&YmkG!aCxDz;j_Yx~Nf^X#ru zW^Z((J5{R|8vQtTv0y)KDY~_+yVUCtpeVP1b!X+?)DFANA%a>;Qcyklom&XCG&~2t z7t#rtMmFjA)^G;hJ#ze{y0`R>DrWH)wu9yI)&lY3f?43k^&g*%uT*5Hp*ULJ=3CL+ zV0PYe91S&I{1|-L;RqRz=v-xcy7NEwpcm|=orZr z;{eW)O>y)J5bAoGt#*`$NX7S7m0$VQ=P3Yv9lYxPM5Y%+2F#=(6+y!UjXQ5WE6nqn zW&^v84pozl+U$28?75*11OWNQ$FK(@$>J+(}u6} zrCCv9i&DVqqRSfgap^JX5`Vp;%iQFH{Z&ozTKrny<>R@51nhKt^N$Zna*xBla1zpC zf&`1CJG{bc1&+CQ%_=nU)8^;h7Zx9WYV)nsm2qwB5WpAzM4t)9L=^JD+%x^GYFSu_ zSo@mg65{r<8c(3lh5N7(h$bAm`Dt6Xo_A;d@g1p9M=U#$M5$zmPb`T&w_c@sUqmY& z&mo~lxj2nLtX~l?IbTHt%lzkn9%Q7By|9Iy{fjoaU#GcFa!N#Pl1G}RE_L4cHx*lc zRm7Mb9|$-k5hYOSmwUCZY)M8*n33bUwD&ytX&_QhdU=-u7ARs~LdoX!7K(Q1c3B*h z-!Oc|P_5)@*uL0R3cxR3TX@xCLbCTPMTNP;BHDe$sVC0#ZH761Y3eC2WxWXKe$p^`?lrXN72nC@qzE0&=0l0$B9nF)tzqVAp9V2$KNspv#9_r^Wq9LTGz_6td2Mw0rU2UZ(Y zak>H)Ij27Njpl5U zVOrR>`L_Zf3tfCOup|w?b|$@rfWT&{Y()Aqze?E+qVvz@z9a;e1Mhk&YEkc!gfQ|U zxBX8_LdfM3-nq?F(=vW|Zzj(n@<~hV4N04A2#8phN5yBdI70HZYP>fDdaK%RED;XT zNSB%9c+rta&i<4oQ}-u_kaSPy;i*~4!&&b7kP)Q3CbVPpCaM>V5P9%=IIQDnh^UL) zHKHMG66iu3>+DXZ7@{HKSfw$%6?0N&qpiIoJ2p$YZAjd<35hBTJJ(`|z;Qa3^cH!L z31I^`)v`(n*+N?+gJsxv=xx!DifY*@-2!~u+FR=?!|bHB@O zs=KOUzr!YjqqStk|D4y|uki&B=cf#vMe$PKqkH;4+R1FtG)S}Xe1<}XV zW!Z7QSvcYEWHsReM$S655b({)pZi3U#Ti`x#wfr>Ww56m(GWX-cFsWrzb*W>bn8)SpTd>HGK2! zjmNG>T+a_gS&SCGSkH_FHbZ!FnAFS3cm)i9{9fZYZSiu4$*`gXLe}ATYqC{8$zl6u zcl1OAlUgrl-v0Rj7{|pKg1y#G2VkNxUcD}FlckJpS|u15Z;dk#Xn!9tzH9X0gh6k3 zkC;oAfmF|wc{p%kZWv6%7}Ng6@W-FFuvuR+{WwlIo3nnkfyzTEF4haZVlf%8hJ20L z7ygn)wbEz!8f~Uv3}_;3DH1$?Ly-$k1Ro}dM~ep}%)=+lCuji8$;Tmv1{UA|8Z7d0 ze!#!_uS_UiAr8;~BA6E9fc~4%kX4973{P)u!^_RhZv*DA0rT5%@bPk+b69{t)*R*_ zA#QGSYa1)DxnRRW5zYiWA`c&5L&Z0o*h6^1f5HkO@^JG(t5JajkP01@crq|%+oSFt zjvkOjlj>(zaGMG0NJXTplq$#K8$v1n{WTm04N$tiniCT2ON7aY=}o+AX4@?HRIGs) z$cvH><@>;nq!0F&*GwRF5i{!GYe^J%c3VD3+e!PWlh=fGKIC!x`}`oQZPI>)iy#i_ z?c)hV!pW`qWYzd5#1=8x>0|Q9^;Z?iIo-?qK_RQ%RwyKyuy8D#YYqpD5YY6@{zJm& zgeY(^Y#60KU>-*xYHeHu+_CD?&CuL9y{m# zkN_%XT@Kd=70xev6Y{@Rzkc7<+soe~e@zu4&zu!~^9IkL6Vh->e~Dk9QCo2sSX;t@ z{X_q;-`vpJT=)= za^&;$w-PT4M|N@z^q0W-03|gJ-B%>ej8IH$B}Yw%vFPj2?KdP7Z-*`l>!YU{YEP(^ zvS*m$+S9#FPazj>UjBS1^E&FK1L||xUloIFuaC)8F;)z-IuZL4wfYfLpGuKS?^imezUoGnen{+I_K| zyXLdrx%h`^5r)N>7YF)HIx4x7#tLLvY6^^9W@cK!8$o^-a`>ht7UIvIo$+?BXHVxM zO13>A!+om!Z3yqBzB1|aO+l<6I<6ZD7A+9r$7(OX*5GN225!`btwF{|h?y?tENXjo zS(sL#Y8SkR!t3s=jeVq(=~VZI*Qvy-R&QqW%@~ZBKP4%>qe)M3OIdW*f7uqPwoyIp zIsX6$F-V4_)uQWXqXHRsqX@qdBp|fP4+|4{wd1EjQ$Ds~_70SB&H6nA$=PBpIA(=} zH+)7NydA6*f62*$LKMR;&fJMYl2hXvUg;00;^I5`j!hsJ62E&%hV}wQ0+_S^aC?2GQh*n zl7Py3T)W4&384%M(pK*-CtPJJUd^zNYztT%9cwwgdJeDUUwkAe~NO z6>m$)S$zj>YiWo}1Z!}q>6pxfis$Ei6o<6Z_pV67vsRzLyF{(tH03yF1<+PhUe@E` zx0%uq7Dp-OBX2*mG@VMqgqy0Ax3do!b?uhBzW8UyTI?HyZ;e80#!s*y02eNg(7#zy zE-tQKFgjQOx;_XXkuij^{F}uK{wG=*EQ|LaR$egZ-&Ei~DVXm+bpHR)|2;Q`o_ztx z1G%Ze0z#aEe`Wo90FD0wkR{>~;N^0$wshr$`9c9s9zjkaPF`Mq0cce^Kn0JRnwN)% zlV9j>g#sXMPF~oG(7&Zv{x79i#KkeFVSliXw_Gh8Fkncbo#_BkN&x{*K>KC@mHWR>s_g8KI?~H^@03I2y04Ep(rgrgma-uf=@BW1uPkSanjpAQL zbIJ2?gQ$79!7w>6Ba`O=2~zX$2trx20A%poQ28uC0z9~3J`2DP4}JIrGs(E4qf;K zpoV^!07y583<0}ToAON$VXIMb7hE_!25j=Dc2lyI#h74qb8Ulc3&;S%5BXk`A z^n~K00u7)cxIoErdP@?X^KP)#gg4pf{LhJzg&*a8ndrw1xRxdA{{s0{aG%>V>IF~oo#4Hk?*X?Uou1PsC!6R-*ZRX2b^=n#a-pfH3%NEZTn{I_-R zLbXI;4ErW9B(NhA=z}N_2=y`rS|h@SXM?90@Dd)L7wUov6Id(({6>nv3xaAG0EbXu z0~lti&`w8Kp?{1~*APgF2tB_AC_>v!U@~Fw@KJdG@n=wKCm2^C4G`n64qrj57=Xmk zHWMHTg}keam#np?rH8$nm#YWNCH(6Txpe<}2WYSLTX4P<~NZ>(V~u)S-ofy9{Hd`{*bw$?1vJRn#&O>0;oKIji?ARVmi;@^ZH z`fLp|f_iJ176oj8c(80Gn}6soHb7cvy$y_>V*@0B@&B-ai3LOFZT_j`*#^i4BeL4U zY6e4?f!vZ{5Ro-4*yMf zpy&Uxkl4dGK~O1s;2W5DSSR5_bM1lDX8&H(m~HHBy*;csEzRA$>|I?rd0^rN{{z>} z+}8RZ0{4G-{~_?gIAAXRuhN+hKXgL7=;Hf}=?c{%) z@f&+9PnffUY3(05AXxKZ_$Z+mPC!~_(Esx1)}FA7H|U?zn*ZggK_J*5aRSoN{m*4y z4Hn+g-UT)R0P+5hrIAa1EXT#KQxE-GvAmuuyZU zxLV1=x|W(*R+yKYSAZMlMgPr&I=TXbF?nFV-`>L$W_MuF-~DhA`9VTZfG6x`WkhQ& z8cz!I{i$h!LXaZkB^`*aP(45g2Pysr>3UD5%6ROcDWKfb?fKTmKvfoia@85S@Oc~Z5aVff3 z6+{d_5d3eSKh1Jxk{)5&tn8h-x|(0wHrfu;NY#DRs4}NB;_FBb0vUEtf7)S^`I*_PI#h=FY#vdkhz ztap#D!xn5B#j}#r-&))7b(s3(^ty?}9JU-+BKin>RdW=Q1$<|^?v?Rt;#`{CcdSIo z*&ZkQR-Jm}ku}ToJMpkq;9SF#-$vM>_KSy~=Tj5*M}OG!5mgk+_q->@G2JdJGc-~} zwr?mnR%A-P9ji15xVSM%BfNC)AEO*^>W+WT9>?314w=2#7> zd8lDijlX0~S643>`QIVNrRZYg3OoCc2Uh$$zY!G#%Y*o2WMp`xxIugZu+hjPC?h8$ zBPArqCnPH)#Vh{*#e)2o#~5bHe?64@D1Z>cF#X0!%bK|F{ItUQmvXMBYL$9fj?oZW zg>UZ<4>n{ejcE@c^CbL4=>IZil}N37uZ5D6y>kIQq;`j4Yf~IGyRB$x2_lV%l4}c0sXgVXck` z84_J0TQF8Xw9B+zNr?S~px=3+i>;u8x;c0t8o*IQn>;`&nt`h?rcBLd*#7j|3NQBq z`>hjw4X>3|lBi=ed$@efV5;jQPYt6TqvNfUf)&U3!BX7(k52kDOdlE4WyISq{4|W) z&L?iHqHfGI^jb4)Ei+0lDX=Ko zsE)t=eBo!ig!OR9*tPpMiio;{3nyc(?q>}XI6f4na{U>oU2qjqp;N79Gs(irN_}b( z`GND($QQw%z2)YUsS!n-?$SuJ#90cD=p!UY?B|Fb%bBx5Uzzu38I;(c%RNkG@epT@ zakgGde{_K^#(7MxZXMzs;a{x3SXo(1b@g0yVl#lT9OYrQ>vF^)H1i1Bm6vbbn{j>W zK5`@h^8xt)9F3~qPMhd*KG8O(I|(Xv zN4K|6M1TCne@xsY^8aZQ{86V@AqlaZvD*G(xPkmo{!Mg+V1*!-K{H z_5|$zgr0_=h7OiwcnXnG3|C%DUdx7EL_Upbs31We*#=U?ujpUVcnr;Kq--eEq_F@0 z`ITY){M`Gw*SE*Fr%`)*e^zq&)Pt>Rm8>HAi>G+cJwS$V7b2r`TeLA^pIW>8V{{vg|&QJgV delta 32141 zcmV)1K+V6>^hK-fMX>h@m;PZ9442%|5F7+JGc`DuQ5F#tvo{Oy9)JCYvX&|B-as5T z=cZ}GNwxGa@2kTg!c@+iK8Cbf+j%mIS6-MnZ~>vxSu-5uHR()Fp4!iG;J-J;mbNyo zNm=4zT!IS|)=e{XP2)dl;Kv*j?f47ZBCEWeJsqme z3*OfOhOYs`cTR?i7k{+0WT>9uSc-!)jokfW= zO^FLzGVs0JISKjAkW49v(bu-3h(AYI@7E9!+(q;Aup6{_}3q z+49pK`yPI+S7wZA%CI@csVR0zkv2zDoQ6{Uo@bHZ(8Fn_itz(CRtqRNJ`#-TG8kUr z9dI)gxipCR^XT{?{)G}Zi-`|vCJdS3#-cwb9b8F6BZ1O|W`V|wP)MzvE3(&dmP)l) zou}4a76}Av);B2qS}r)@OHOKPOu7(7b&n{$^Ucdrc0DsX*^>N!09VlWrjHJDSz`eje@TxdyN$m0ugE`8vi1ci6cDuy=G|=f&G5;_%*7AJ%w_)mNR&uXiX|f> z`=L?j%E*vJQ52VtluF)Y{`bHC4gbm8U;g8VTs=|ni@GT%MX)z5jnMA)kKcd%&kqq~ zkm=U`dl^5LR{1R{;thXFx9lV9{H68&(z}2E`QuODe@eQWvR3FIZM^;buN`WB{(k%0 ztCU(xX{40uJO6I;@A~cUKY!bp)7Q`aY5jTQ{e7;yD5Hf>_U617DKx&Ml&pm}*st)F zavnaoB!b7sfBMhg)$Q}&dFZ{t6+Thp;895HZ!aN8p>^k)Nw*}D*WLopgrwPKDr0^c zGSxwKf5v65S)YHBl&<`q8EM_yi!t)Ge&fm~onG5_pP9><$?_B5QMr{;?SH?+c1DP{ zK?G-JLevK}ou9bX&$zWsbPdXZL`0nw_@(Q1^-%)CUa(OSs3rZr|d z<=aao7=N*jQ;eLI0e>s2gtK$5{*>Q0R-yc)fBQ4DIti!Jm6=)Ngg0?>W+*{rE&(P; zE5qanrK-x-Rw{RRcRrao;r(i*9;TqEljsjPIyNmT&fIKP9kRU5 z6`T@YuZ7N)pPkOu6I|&6DN>wufzBkmL@T(|{bFrdqr4K*^VO1JYqgY_rEl4zu@j*4 zf7FWbjpOeM-_SBEJ{eY|e{|tX`w9M!ZHgadI+s?e{IBm%$y$@8`qG?i=7vjYYffc}3T^OHs5Y18 zaHPcq38x}^=b~^Wi6Vhe;HVVtDAhH$qiGwv!z$IT}Bb5#m>5(HJf_Y zoVMP$`IHsPg?XHPqk-*o;o^!uqpEd)O}I2pT5j1+>lPX*C}E|3oWc-u z(+=+uZMG-QKEh{xWS>bJL}9&ucoxQIBUoIkX&Rv^y)upW>ULb9+#K0K@(p};f2Qrj zlv}HXv1JL-oF*a(M>k&J0}k+pJkpBA3$Z zLTa1HB8!^L#-cX$Yx_pEZ$A3glV9@l16}9O=Ke#AvKdLusrK!vU$CFeF@-Rqh?i_$ zZ60({i8Zse8?XS|WVUW#e}TS-f1y)beM>~weu@j78m-kF@(!VS=z;;mdK^loqJ)Z9 z@TQb)I|Wu6Y>mRPb=ObD@*@c9}wO`QDq@IzL zEkq3n9(-{V(^%YF4R4pHe<&psK{S`PC?|Ms*>mcLq{2?459+YZrp(pZK`k=n}V;AQ9%+d6MV0rwe^e;Z_!{sJd^-x60j zu|~Jhkfa{gl~@KcvE6@_Ats9r#KAFv-R`nvj4P@9f!;nP896A;B$H$;jo7|U9Cl(F zr0ob>gUe|@*Qe)qC$+%+<{GzUd`0eYd=HoSn_j_XYD)&9!wfMQXxGSCXvldJXY#8B z@?8u1kQyvkeVl@lf78&q4docHXuEq=XBYW)Sol*QSyz^~C#LcIawt5lDoBZbMoLV6 zm`LiJVnQKD`#Cs`wz>oK8^bFG!=M@JyiE4nq#eh&i34^{+||wPsZVVi@(XPXlfyFn zdtaqC6j`6459R=bBk#p3ppYYVbs zo^g{^5~>3yNIOOivh8`A2VXykcdUA)MQ#w?Qv%f2&`oxR$9I;weKgiedsgr`(3B@-4WE1-5dpi1Xk=IK)}&T7RGq)e&WM zTR9GLxJWeR8f~)%L($~ zPMe-dHe7Ng3xK-hlKC)`#~wF5c6^hxQ2q2s+*(Jve~0sQaBX+bJ_C=990TtAgGAT8 zC#`ru2^Uj{n@i+_$RT?NqVo(&1;KayzqnJzgT*YIu=okS^X&Ui;03MV<@t}~00Y7k zo{zIRR5v}eX1W=jdhkM3c+gR(E$)enRgsw@#KgF+!qC=MV{if+tbLBLSv-Rc#vN?1 zO@4(9e{#a^Mb>*HT$Y1z-9QfFGjd=`Wy%%s57Hj;lY<8Yj#>Apdui=CaIC={vTZd& zwZ56l6B;;Kso*2&EjN`}2ZgSMducp78I>t<_O zUyzsdgcs~|j?=YTxxrv4)C|%YbqLa-l~$*rf8tDpUJmP&{rJto;86mwNoPbSk$b0C4A1a&Ds8LDNBA9H3 zf3P`@PE}n#j_x3`V<(hm@Xyq0yJGnsxzId>klktxUYwlb-GzGMh`C`#{SKDd3fahMj9^g*9&O95Y$9 zQ`^=9pmC`=bY4Gk=vbcf2xxSxxq!XV6$2?VZNe(Gf1x&p zC(4886|3Yz8hYfSze#gmd3zw;oBUEu=M^xa;7Kn$Carjs+tN*<0=d<`Kw$n_xX*+ zZ%paTE}hk9(!Q6y>1jbhK->cYqQWd8&Ip}2>bW*StV>@Pj5`+Gp0k~6yA6y9ESPZALP`t-1`8kOqu#RM$u~}y49^uYepE$x~;Hc zKPz`x6o!=pN$`(I!b(?IC9?6P+(`4?8e`AbQq0n_>-6Zv^X-XiT002OP~w&LAnmQ> znjUTAP$Gtbw&{UW*M0{}e`_92@#(pEX%|N;o}L*!y=TG6X<0!|9s#Ly?~|P9BuwOD zGU(93ip;5JV^~PI1aCRGV=_eZB-Cf_dNYKvobT&e+bd7ju=&^RA?JE zNZ57cdSu)Bu^s9}lw@#sFd))?wr|V=_Q-tJb3<68<6Q5DTYRop^faQTUK~r}G6mw; z^Vu45&*htWKm3FXO1KXDSlLw}8CMmgBwfwETIq!KXbmk2K8*+@Zd; za#+n>2Xq68L%F@mf8>!bz~to*O|qICfj9=_*|&--o96$wq$}95&-%=Kvn&tRP=u>f zo(NF!Co%)TiQ@_DRJ)2k$XX-GJD|hNJE?3o!s|Z42uIk}zD1`18G~Cbe=fU1D6Fv?G zl-tugeSafGRnr zH7q@`tZ2o2f78>iw|;)41KzvQJH8cQ|D*Zf&>F4# z7rlkivs`6Ssup1w%8&zcbXGrXz^+3b(S)R?JtUQs*}?uqLiZBqpL8B|$PkxymIwHH z))6xce@NGOJeqM?BE}U2iFoMPZemQh*^$8x?cN1z=LfmvC8SsskVQ>2KtGZ zevXZ}82bUj3ZR5`;v>Bdi9k&$IDYQVOeY;3buj>%=)O$}evnvr`>=`#Sp{)UHd7O; zG^R#Lyr3g+B!b0r_dqj3|$FY+7WI?6VQ7C2RMcGNGUzMP-bC96r z;rnY)d`tms)aCnY?%htJb9^iF(9<~2-R&`TR?hc7fHK{UJ+-z%Ci8ggStP;D3?4db z02NbG99sgMxYl%Gz*ynXvX?XaD`KH~e+cPRe+zn4=fg}+tWi+}YgfeT@rbJZ>Xk*+ z1xW*9n^uTzIt&w=O4>LOz>Y}Xt-nh9$#0x^UJfa=H)=ploi4#(nY9-dK^W!DJGQfG zOH49@vy`-4Rhl^weIr7d_wUxsr<=?DsdE2TZ>6&bX_AB6u4KfOFex4n zrez+ixO>B3?~A`bU|z#y^gQ5luve&Mxo&A<3s3LFIf+CGBR?G^>rYwIs;9L03CEhG zT1Aa55p^esgSUogo8#{KGDJFPU-6STlp5FUd#zmX;5uPbqYP9=3jdS z993;yw-ntO35Eu&s1xTW$iva7Y=u*u~#-o!=_NOv(vDQJueS!wp5N2Xbi z$yXLd>J67(tJk@_f)_GzUdX*eh70yHRweb*GnlsG_nR$SN^x~CYp2`oE1`%;%djI3 z(0)?;Fr6gfF%}hC*^L`fe_DIPj*aVI9m-Ct3R2>)Dp%#LFf5MU+&Mfb84$^-yr2gw zbd%1R2zR3ZVLX0k&aTM@q;Th)_(8wankNJ7#0ji*yljM~1%TBIzt9LdEsXy)3B9qe z^;z=JBO@>*3e)}t0*rX7+)Qt^2<${!PG`Y)S;@_G%sBakD~$IcfB8x63^in{lR$KG zdckC51#`z!wDrW1I|#bgg*YtRw+wWhy15Ke$S*FrrqI)ij~6l zYp|Xx9*qo1-7Z*6Jg2%Dq^{~3cuvHmJ30b>d#khzd73qn5Zw?uSWp|lvEq1W{Hc0rSzqU>-F;ntEH2{l> z?5<@!p3wn?4n3MFnN&CIINnA~vzrF92Z5scWYXE=-q$HY#Z6K4d$W&g#+9|^jC+5g;8f4Wni_aL&Wloz(&m$i4K z>JPdVTKgbe_TVQfp2JK9wnv8RPY7RorwF651%vYx-{n*_tZ^QYx)+x6aN$;hT zm&qIdx(nl8e-+4)%OH^YY6OzBaB*-IEUUViFOR|#)GX9Elat+uH}(z}P+_uXp{QXA zv35^oq=JC$pyT*XL^I#lO&PVVbm?W)F)|kx%AD35Uq8zqb3&*m36r;f)^FOV@>iJt z_V@h!pZVvvTlt#@>Gpr{=I?O7KvD4W_OIJtfBYH$f5?@&1(BR?P_oFnbnMwVp_sw@ zn39#t>Tl{yf2pYi8IrkDq_YF7L@?Wx2yZW{8QJ1i*Pfv^L8qhpGU~VPEv8q7Ur=31 z+5QbPs;E+;8?FPpkB-h*=|_MrqHGneSL&N)=~vf$Y@H?3=WaSHn>d#B%W|ex>*woz z64L^{e^19M)+Y~#<8o$wK7$`0+&-bfzXhJo*BkNM2|Z;sc16(!D?$v@R9czwArovi zrsXo5p<(z2G!RHB^8-{v-X{Yt2vIW?sdiZEXyHI*`SBHOEzw`Q8l!Yhdp3$BWA-V9 zk6|E6Rhi8)Zt$9&+D}yuBDWXrmT9Vg&#r%DOTJFFxJIR^cbj^cgq3+Ji-MB%hy3lO z`dO4hjqM#>cP@OFwtuJ}(|x<$Fo!f^%u=fTL@tx>O(W&XpKuGaa@y6QS!4b`h@-*o zmy~z`Tmd+jP!AWX5sh)H7}BvD2Bfi9b*$NTPK| zUP+!J`PcVZkjK+SmXDE6m69=WB*EPWyNksx7P3sR$h2iru%MXKOiItBVM+;xU&`WD zVA?sRBr`(d1v5V21+y|7DaV|_yU1K{OoNC(qggPLX~ROmf481RrI`-k0s43$g$c}n zn~b0d21>ajP?1_kW+GZ|m<501B(vyeqGJ}&tPRW>v=I-1M|!CkA&k_4AbQ*bwKn0% z5=eRlIfGffgjnjiMsA5cbPcU&I zSPEi(P7B%Dw z#L-IJNES)-7E6&UYvYk56N71x9g~p-(wPB%B{Yq~k?jDQgr!KB3VjQv%3=gEo1=5| zE%gf|e<4z>iZnee87F8Ry?n`LAK2{2`sbR>{>r{-*T-#|cV%61!R5E?yYG&^`AvI= zfBrWi#0R>p>9QOz1zj4tTz`A?b&Bc^irq*j|4Jk6{Hq#Y{3eW`wx-MJ%_r5^J6}%r zA<=&V$=zIYpYvNCbDwg2yqJW@+(z_fly)B8e|%(Fj&Q0G?_zw>eN7iTEWf1U*CXxb z*1(D{u)L;AJ2G!?_Fs*USG&?Ew>q1I^9zRa(=N{C7XCN7T z_5)q6M&`?r!QyKp9x1vzY;$XW8R+l3lW#{+C*zZ?X3p}M_A&RjnZMs9mUj8h$2qWJ ze_rkmy4bbdO|N$9#NUTF+(!J0E^lvgTaPS@Q5Lr)wzc5-sIGc^w%*EmAEtN*rcCx? z99uo=aj|t>Bfc+r!1f-TxB5FBe>Ja6vDv%g z4A<9n)upOyY4z*7zE5qvZsv&|>Hg6_f6_@=d|zLIpuqn&TCT9FBF5raaX%8R21ICq z>pyr^RW;E>U_kfa`zwV>^c$;RZhYT_zKOYU{pYU#3hQ`odJwLM=Xxrxr{a1l6dCpH z(6^`R;_%cCZU2$)x%i%o??3hZm%iuX`!D?PLC?kaRDDl1^i+ZzXm618okCAFfAmyC zPc`&ZLr;|gAZkC}&`FjXn|)t5C#m_BIEat4zs=sxUgHJSkV^@VYsh!J^^|T*8YWjCv7me-z(BkGnQB9j~!ivmliXUgNMfKrx5JD+sT8p@Iu9 ztQNmK1g`~73G;H&afSHLTFpID0jB~t(BM7sHg(gZmF}uNU4;k9R0%9%krEKJh#--D za0HB)Vv2ht4iCj>RPo=7YyBXMTH35%t0T9V09s2PCCO954)lXDDpxHpe=og$kZndz zNrF|Dd*mR9@VP;bV=<+iySJ)O>M}zFwX6K!?4&79y9XJi;tGz_M3ZG12qz_~xJ5c~ zPn>6EcfLO6^Lja}SE>30=U)|z_7FIO1Wu%An!B7>OAaso{9wAk9i~lC97!8(F5osE zKbB+Gd8$7V%tMGzDDEhy6`pI_qamD_ zKF>$bG@(_1D?&p_xh3}qSEM8qe((7`Z&J~fmkCIhb=792FUonU+SJaDuV;pf*`25d zek?O&nd4mp5jP|*;54Oy#YRrs9-BppCYlf!$?O$le+)9`WtVu9e@I+!fxxbcDu<8Rz6ZgqG@05P{be7g*ui@bf-OY|84j9epB){vNl z#FRlCB53y#_7wG0fO1`xmqk++T{kiECG@Qxcj ze;r*at8`f}7J#Rh^+{SR4nH+0lyp=Q*dRpwql})2@H{n5YKj&J-J+fsi$|Kc%3$JJ zpu)U}hDrcPd_;I^?OMpps1cn;dLyWAG6~&zah56)-1+r!e^Z_uTCWQ6D{_8?z(FCu zH}E75DZIjSrS?GkR2J14pxI?A+VvwiWFs(3kz|eN5G_UowUf{-NTY6D9hXI$4lOt1 z;d$j&ZWeJ3l`uPL<15gLU@M zl9R|pERxazf1Glf7K>@vJ{L_Qt%kDdn)+ltKfK8)m>8D)0i8B3@3u{Zm&$ID8hq=D z7LjQC2r~j9iBlRXHpojT{|o@g5K42ZgH3dF!YqpB?BLM}grupcx4||4l=F*p z4Q!Fbwn&c@0MOhpR3jYkJ&#&G6L65230TLF)=|X~e{;i_@U++zQp;Q~Re%-|%>^E) z;yNgK&kC_dNL;0^!=#P#^QNv!tp1DZL$6|xSERb~08%3ba+4v_>grF|j{(c&JVGM8 za{}HZ045!`&{%Y>d-{ArArs4GZN!^&l0ySnkah(8&OQfkTGhPH!cI*Fl^Ap zeejBle_{!6igq&Ygf(FYgJMf~Tm)|(3xlLw5Gy<^%^ClQ`;#{-NWc91Kf|IHTG2FP_+|1 ze_1+K)3-yV%?!0ZqX!}zqC*AF48+Y)^)s9IVQ2^XX48LoZsJ|#xQ9i+9+QPmFDVna z2NQ1u4||t{<8C-5Eiv}n77`&_K;-j2|;bUfOr&`z6_mIbX?_N#vFzS*GUB5bi4 zv{t%_*v{(uBx4f+nQC!pa0ZK$gCTCfe^JTEnu*wcY>MS+-E=>6ukt=gaqykFh`f0# zxm;qS<9N>k-8da&fIg8JYRx4b22=>lWaoNmr}urd+~{9(qn#lXs^#01;8MeNlGmf8aSG z!Xd1b8-z45jFM9kV)dq+RoX|~K;qo#9mD%1S0P^<9 zQPH*+9mAF;2UuSAyAV%iQ zBpAdz8-UtIZk(D35YbyzlM4yRe_~S86=k(Lcp`{I-jX5*ga%Ge*@*xz%k-(HENgXL z6|2?36MU*^Q}JN~&MFP};U}W|44p!$lxUqU(p7nU_zeiSH-*sOd2(w=?kPE?v+==m z9qbeDwZgaYpvdV;ZZ(o3cn}@vFBWv(ig;Rdw7rk%uti5`efX2;9&0Puf9BH*2$lrA zFqYKK+OR?U)Irmb6z5``y>YL(aPFC)Gqe|?m=cB?ZS#Jx4f=_}X#){yKU7I*@5FHW zYZ?=5t}Z?Oz7mNGaj=UVSu(*2ipuJgkMHv+^Yh{|eWp!*Oo~-%4jwRhPA6KGaa4%d z%n4;Zk9)n{|M3(D9gYynBHg&BP|808fRRo&N@Nz6i`+)cSCc(8{SDB)0saq~M?Dai zfj*UbDGdTQIhT+H3J^?hB z(a{hm1T;A`HJ4Eq5fqo9CJ!cm+9;Az zp%;97|Mt_D)bS)uSb_}k^!*>Z4f_7$^y^s&Wrfgs`&Qe>Z-3kO-@gAUJn7i=`>nqH zGI?TuaNeZRi*n&)ZCIQNb#!8k#^fUC&wNW-mw(u}c-NP3Cl42Ybe!T6opL4*(;^gf z&n;oQ>a|+Dv~8q}5n>xGVZOHSZKRCbzPFLH+jXr+jITp(=T@}<&1h)KK&h9 z8Fi^+E}@*SPi}XtP0wtfklqC)Y%0-e$oIe6z4EJmryAB;%bHpbHPrUzdZBc$qqb7F zx90b(wcob%8~$E@`$`S%I*B9 z$&H%>brY@7C$mH^lJL+B*k(lxgIuMmAHQEA#fsRfksK^aEZ)XeX&#(dL1Nla#tIC( z30%c<$58GV8&7NCkvclIc0ZTWxYB$#&MHoVyHcTvYaMuhT-X#;Tt0Qf%66yxx^%fi zl}X+K-fl`~bIaHIyLMb`=rmTJ6UqxBRVaUF^egBi9x#nCBi>accnoL|wU`Z}BZCLi zG8T9rMGX}&pe8(n8qZN9HbpHAs2D#Hc9mRKKkLKNb68_t%WP|N(Z=6XVnP|8o zt1J};zr#p>mhBllMUY+@<^$Du+o$W2Q0hvW3y=cyC+p(Su~lmFXQp#5bznUji#GW7 zFl4B70W$GX$Z#d&;`VI-gP@gVRf~B{biGshudDn(<2D?ut#^5j9_%4&5cF_;xQFAi z>-<)?bgfR^l!>P^y#O!?G7o|4dJdG78A=lH_{qY5mY;1P0OF{9<^*uJBaWC}3##@D;q;wo~#&6!Di?URE)*_S+Xrivopy|1)F{cf@~ zZNi#=L2~v?7eTTpeqm&q!(#wXlR1%Fd+k`68z<1}V&oph2NfmYLp`&ia(Gy~2mzRD zc2UuXqcD}p&}SA&xjJ1Nxn-l;bm7Kctz$(3Yio+-C9(x<;K~!=-)a=JxB+3BP zxW)Fxp75v_+eA>#?yTCiMGvYzRG03ni*?<9BFwAJ^)O(lZ~-v-6~Jts=+H+0377X|@RR0uta zHOf^>O_(#n_m$z=WL%4CGfX|b_QpJOOj#_F4P`XO5b59jVLXZqDn&qsdBP46!&0Mv zx2w?+XiPAj7km|Ap7aG5p19ob@XC`_1~9^*-Ju+TK;9PM=c~U35SB~g@h+%=I)FD2 z)f><4c?9O_t`kcff>NTYu;TK=Yss1?n5ASLQe>|Kgvt^CVqY;-Wn84;^iVUj!7^wA zXT!M(xzQTfS+#kfG%`j$+g0FvY~;g#R<1l^WQmepDx z>fjX&%K3kuAW*y#g2E7a1(~^^1d^dL;+pN(>Ub zpkL9r4I|8-q%;7C7BQDIQsP%*p?U`Vh~v4 zaETa8mhU!`fbW-tZcSwrqGlTZD?i)aOzl)Dm%Gpe;IHJFvV~b)c;s|9c!FKiTga@O zd)DmO`N%p?xmb9_6PxEKOsGf!Cx^*G>*b;$&Sxw(JPc*bNNC4m+7P&Zg`hUmjoT$>AH zq=zXjiW<(-b^F#|?_hZwS*NS>jllY-bL^|!wW{6Ch*#xK`p&BTqkezpl1E30HaHKH zd4}F&YhTuDYV+`woa(iIU?)_K4sOru4uJY*zf?+VZIyMl11cgB$7W^(Sf_Y+K(Tof zda$%T*9;M(5rtz=K*B=Fhvr*%^0u$$GOS&_<^H3UnXLAq5ll1FicYG-u%IFYSg2># zyTK-sn}6>*tvBNwxfF#HdMj@n`gMaf!wn~E>d=K zPa=|n@uS6RAOgNjCODAwB?rUItP^ZD<%xR1H~7Gy8WbsqadZP0+5<#K*}&`LR_S^IB^7%&{>Up=2w>-2#eS{2s&cF z#i%>Wjt+Mz>)GO29^?E)zS^RQc8nsnX7i9gCaVpOW)doYsw?5Z!nS2524e4%GI%sD zeO|-JxCTSQY+}dfc*ufD7Z77#2w52K7qCt(*2bC#tsDHiY)J;ht}96LcE+IcB#VQZ zT!{o=FAv7GvzY`B%$;4^P041<-lE5reqF3Sgh$t+Lm&InZ+_LS18pMQRP_=v*%z@?^g_bM$$9;;2CRMjo6w(}Pp^nR1l_CI& z7_|Y(A7tK)am@NYVVKO)wIJ@MQOsewkWH+&Nxmy3ZT)$$b6Q3SjO}5_Q1Jq0;xmeb zC$$=X6&D@4)Af7!s=0^sn4#7ICy4be?hkK71|bQ5vP9?a>OsX<*^ zSGDM4+~%9f$WZ$CPLHSJ14yjT_&A)uG14zaK|FPT8L(uc5YIO7tp&tUcU(ZtsJDgI z>q!}+!UG40x|bT~sZ)lMN_H=tFi%s)TPPlX3NToUD;lg(b8E){8Ja6jI)uALn;gXl zm1PEqeTw(x;1G5(u4grO4i+eA zR{7aDev2b~9{Dd#Tl1|lK(o`9HBZM<-lQv;{5He#B6^5G&sc`cldP@!)(MEodz7lT zB3&5lZASbs28g@>0_FwBRGZD!m6mUkg7vaxHO7=jnnq6UlNf$rfOF5c11&~ zM3eR`tD`WXG6kHx!fuU5EQSmhH1<+Oat{8 zr1~UA``E2r@A)$9xAYV(1e-6%k(q!2HQ@!zRYj8NGKou-emdDQ$Y4hJQBKx!yTw|~ zlizPq$75X&<#z4tf~$=t&Ed))$8>hOb3t{4o*mON3riO<0e5#;4g!FG2@3!aUjaan zn`hW_=>pqZb7flvQOb>xk*9UEcv677)r+aWkWMOBz>EJvDrPb_lOgD38t7u~R>vVA zJI76v-PHjgF?C~6JCOiPd zdepE`E-qGh5`k@=OJHPw#lX&JzD*%w8cMU615K~w-X_+X!xZ<#IyksZ_O(1pHc)xw z-76V_+MSe@i}k=hDG2H(LR50-?|D8Am|E@S8I;PfS}cXF#U2D)oy`lnrHRgbC|zov zziUvJw7l+{!pjw+IkdXVQB;kQcTqsRkLR9DvY_hwC&P9WC{(C_0F%MPzk<&$K}FvAn_3vd9M4r89wGfCi9T4dlWHLz<`)nI7=n%;zhuz$JiEY z(^z@IbI$PjL_4l=T_jW$bFHM&RbHZa6StfB_LW*XBI{p`LDfuL<&uw{U{TtHSI#s) zGEq8E_Pxb>rb=NY<5Njwq}j@&!znPimG8>K5f3J2fX*v_G^P@I@mBBc_*BDoUIp8E zR&<<4HDw%jG;JK8>sRw~8JeB0VS>G%EJ-|Q`W=^}j` zZlrr31qu}^0Oe@HUNTi=l#7o&WrC4FD)7U7R0t0)*tO)&(838IF;<@}?(MU~!yA0v zcUx-Dz{bgc?#QR9C2*_i-uBwEx}?@$lRoZIU(iAS$~iz;2RlXu)<#eCSnPW2Abyyv z0YCnQ9CGR75{w?!C`%3$8n{l2_Fqo&u)8a6&;ac`9{_}9!I;+8q&Id^dLhWw^d!`osi(3}ivp}q zG6U2(iR&YKV`eA7s4-yED{rCh1onDG(yY7Lw*B5P*l}yeV{mGzoghf*#_RdhOkU+o z;1}r13~&(_r_De)+|4~od0s>-m0xX0*B$zQA(zsoY_8J=Uwsa3b>Vd5`JoeJl;*10 zuCO7~rBtaJTNGOvEm;()9f1U0qUQvxY!mZJ`q|Vax^fs6RD=Kv^-7L(^o#SIR6sty zxZ+I+4$qFsK|B^4Vu^52b|wYo2F5Svn0=spSX5JaCI^a9in{%P=X^_5X8TlkEo@tV zv#t^>m9DVt8-|{RrLr?vj&1_k^mJ=L4q}6f5uou(nq;tx@5jZYkq$T%!1ni=%+9Et z^PpPVhVc@I8S^ha+3w((d7o?$D;x?BfTbOK$_YhPYuyZzl>M@q zWlGERzZU%Z+jjl$+vn$#Sd@vU|K*ZD^457{({uki{q@@~^}jdR+Ul2RRccYuL59|B z?IQb;iRzP`4A=KEwawc-4035(tVI1~0s7`)B2t>8NZtv)SN>GeA zEf9>CM4uO+zn2h4gy0D|NgnSfnMKCQNvk9Xq-Q6a!#RyP8wL(J`n1TA3WreIF$bN*~2qS8lHjF*M6=$*`8lES7|8<0sTb(lZh9LmXXzNVkbCTcB0&%kU0AE z0U~8Bi*J^zE~+kk)7&esVZKb%m2;WmK!WzF0c+ZuSyz!sX z{2%K=_fePO&=3=s>NyW90x~(5Q5F#tf4v>ajw8G6K40ML2Q$yb?y) zgH}qoqz`}l`Rza7M36zI1AM*BKTE&dN{V>EPXSDR67X*b|BVdr{^Q&4&dQ{Nf3i_T z71QCzKQ1El+?=X(ekBK83mQmR#yPd{GkYM#QZ2|DS}IV8zsO}120qxm-(6e zRwmeJ@A>;9f8KEo&BP&;vIZ$j-!AZX>@94i{aYtrThj7MsW#8Dv^t}tOqnk{_l>dS z`C)?2^X~-pR{*+05g0Lrf4D_apR|ZB^xanYz`*(&;EVD*)6Xh+rXEF~4c5^Q7XaS! zWX&@|%D`tCtjN*`*+#>JblZ0FR8~(O+g6un`lPI(gH7R(8RFDJ^FGG3tyx7tgpH*K zL)Df#9f2j!9n$A&bilHS7=WMw3lLspTsuMgpuaX|MrT$24((fhe*%Rf2&OXr`_%J& zHDlFg+i^UjK!(|ape8dPbA6PVrZw%n6mOL+MfV`cs6>?U;Jp@3c6n8BT=L8k3U*W< zeo#aw4PqB5qLZoA2hl7+AfKl8pKWb)RBYX`cODtmri_GiBoN%Hk8Pv%HP!U3G1o_w z0pFPjYJmvVI*Z<3f30WW@s|d{TjidD@2Wgo3tOdRd631(TO}>(nZkGuCxKcK^w1M* zGOuaplXMTC1kNZ<3fE!gnY6WDhLZ0T`vd{1L9u!w1DY|BX7iz{aJV)*uX2V*Q zBiX9zascZ(jFtHix?&q9hcm=9IB`{2xx~;_Ofb>VnocWOf7z*bJHs~eV~}olEQ2T7 z`uAR?bz-bjfiGY{5p&7eXEg1+!kufDD_j#dEf?e%6SLLc0Tx6x60{253izS{q@@xz zo5~CfY>SJdYZ-(Kns=+y(K{om+|}5P5zz?pC~?bf0xKsBnu`oaWaC3LN|B$$PsoBp zD7%_h-9ZjMf2yse%5pIOSwG!mU78%L>|>hFs%>hO zqHX{#s<&mRnr?kBv`0{S6jq*z!iSRoUzWsbyF3mW1F48v(CLvd{NyZWl>6;HcQJi_Dghk)*g47sLGZ{s) zE2w3?Odv+l2@HZtq$ZKt#%m%*foI*?6tlvCUt6?`{D2L*F!REqIfll4R!~E=F2MH@ zwMykcf5L5O1mmt~TnVQ9g2t;+s7_(;*jvTkAd|I0n6jXZ_^*_Fnrx5y{$Z}0k?a7? z4RgNi)C2puk~uV0LPrs*2;2sv&PtTAg2Gve}-wg3{ghL2UoxZ!yV1`J`9@_nJ(xrE1M2ZC*d<$8MupvG3{!c2wL&3$OtHBsw4$3Rw2Wr8!(Gj$g=P& z%z&C1_|hZ_4s@di!4YgW(Y;%f@|7yY!KBfERsciurFzEM;wylA!@oqmxID5<4=nF% z)Ce0M=l0T=XSTSK=X%8WjFqQ)#6jT7e_0~qQ9c?+Z2p!_nB=2s+%PPy1mV$1L&On8 z?EbvQ+(LnCkHdC?IQoz}t7yBOvMByS~6()fAggtwv2mPd*%#f8+Sz zu84PMhVm|VF3W%IvMHrHK-U8jO~$&h>+cItXd}GV9R8P>=@ujq@ullKg9h#kr4l0- z(m#E*ahtWjjPYin)Qm6^dN3i-Acmgf-RO+b;3I*9#-9(|Y_3qNA?ZCt?^^;lJN+0K z?a7vgLI>uzq7lR=bH;B%}CjF6xhpg)t-}hmKQ(C2N?!K*P|0e^~ZSoL^yi z#fa`bqZ3({^PbHo-yb)-*v7imxCtW3AO)<9N0LR4M5G%OqmQ!g7UJnzRQ5Sz)J7vz zh`&;e)b?k1j@1bIb*h9-sZ&tDSd}Qlbcyv&XzOU)Xi7klEbS`ij89k)uZR8u2|KKF z^Q|w4SnF6NfsQ;(QQKGTf6`&i1w+K_r5P>1Su4<>ann3d(_BK~lsS?tU(f5ZT%$#t z^BaKf)KETQ(-5Klp)q1SsN;Fm5-&hh? zv7}~9lF0G<=7qgwSRBF9C>%WaF76WCVR3i2;10pvElAiP!9Bp>?oNQK& z6y4S;3q`yRw1~9l?+-WcT>J`>SE+p4SvK8@lDD9#j(l|ysaoIM685E{G)kss!`^5S zc6ada=zv~F0Qy!_O<=tY2`LXgzjpT`YJRt64faxvk#HF9m4o# z^z9yMfdaJV>bsOT0 zX%z8zU8(j|;<;{7eZg%J`Aq9; zkHy$8_|ulNyLa>K+a2jdYb9g-g|GMh8E^cLQb$mbXgpz`e_jo#da zvkKHF!uH;Is4^nc!PVZ6*{I#l)J*BNH0t*qFPzMicng#X!8dU zjS+9u2>J-qv^yc&b&zl+vEE84`x;f&M5mVgj`QmZz$?|zC?~ob?GdRykTma}-dZ(` z*da_gB6%2P1hIXK0Hr zTeqpQg6|q5=L!?vTT|cTiB(#|mr{y7g_lE*INvR3#}IScvTwSq?#zk#Y37O5#96nz zKz&t?5Uj4{tgbZntiu{@_dw23wUL0yrgBZ-EF-_=^s9V0*zg3hx zIB331rDc%55oNy|ea7Swg5`f9pjCKJC`+AOXmB0BOk4xTVH+Yl_{nY~PtucdWPWsz zU9u~y?IE2U@4+Oy*)FKZqZY~A%BGi+3wU3?@ZI%iBr~=ZE-_`ZW!owi>RWL zQ>E?nQc(eI_iFT2!@e!@Sqc0S4uS_YovxFHU6>6{^^;=}XCSJZcq<1VpZDnLF|8ve z6S-~mGPbv(sW_6l+IApM#US(rn^?<(N}F2{p6WwT_v^zwMZ~=2K_3@X5^B<*EPc|6 z$#!~=G_MRxdA#pegHG=nFnMdKo24GU*sAwVRV`)gW()@36qt@d?9DjU9Ox#e!|r54 zPlN3*XX0!5nzpWg5?75Y z{)T_Z?Z)&^id_OvO6j8kg!8dU&p3fAdAK|>Jqol1MLld6+|VXyfA5>R+d{9+i>?5_ zGHlg?Ec_c1ON;IOvW37POiSe|M3yJ^dW8abq`Up_ETFFO^Tl9^u;DU^^e#TTeq+7) zml+SWY6b)Q&3d6K#EOUOs5AHh@~D^UgXLHH$RFAvvbW4AQMXCch-)c<=sfbN@sBE{ zo1+?%=cpUr9?J31Xey-`OrtMp@P#d;^DGX0>N=vI=r5D8>JH3rO&tn8M-Hu%)wcGn zFR9t>+=DU+%>9RXL}44`Oe_{UugiyFA5@h7XfhHzbHU&h1Q&i^&rJSuzE(o0R@;6f zl4P(GHOy3LjxFGE+26I)m9Agd%3=Xkbn=EfW*Ixiw;9xfk`tH_5s4?i*R7jxB0VZL zHK8yYWadcFn?cLb^`)CdjNoouU1SgL571r7QP$h3)ar7xP_D**=Gb6!g69b0^WN7~ z3kqKE-h_}Tsur%dA19?=*PQsTiPEf~x=4SN3N-?YBxY^ZB4Z5TamJETpuD`2bpHe* z<);wIG|;4mx>`EY8~8O$zB3$NZB-wz_^;sysMdzTlKV>Zi(Z8hpg>!z0a<3AF|i{{VC1Z`6zaPs1~XHjV94 zCC$3q)s(m-^SiDQv$kKf8k!Hdh6R@1#FaF5+-3Fqh7oTx8e;`>5nGiHNGEfxd*AWKIMl|}V(V)eR?7^<1@(+$Wj+ZoG~@0& z_=#3iy7-@KJ~`iEX0EOJ34Wp*`OM&lHhxjDMz-&ub>JW$WStwG@9d0fK^%XRdbYHG zSX^(vpaWfpRC+F7HIo+gqcv$iI8)cc@usu6_~(p5Ur%wOearP5d&f+i>85o&%$>p8 zl4Jn$Zz+})3#Z$ViHR*c;i?{v4WSpk*hIKj3SRDP@RRS{Tt{{``K^a)3kqV`SHDc< z%Z}ai*Ht-25+Xyx5_rXNNd&-xuSoUw!!pJGPiVJ0!o)nmo7lxC!v;gmU^4a}fXJO- zqV3jzk+o@MyjnF;u*uKP)H!I}l; zIQPsLbw>Z@PW2f}E>2BHy@7PCRz&5!6dJgSl@Q}X)#F8BwYC+I%y`w`^cEE*9s;ZCMSCOHrgkB)vj;zM`uX8%LJHLJkF$AQr29W=K8J?W$T`Elzw z#+>3Ug>alC*I7^X?n(0crC=FD?c(=__D(%h*|A8M6W#ZD;^WZ0S@l6wn)SX265wHV z$`yL=81!`ecyDP+;ym{a+PpIrIx*Si4K3O1!Gb>BkUkQ!6EAiCHa3N@erx33c5-Cm z7x|FjUfo^NU3!GD8_LMwAKG{5KisR{lfR^yVsvk0`z>6Dg3fN<)ghm-#l=t1Ep0zQ zMIPtVAxdKOMA1r?&1#v8M5sZwza|xqweb4B1l^;sAnP)hk%^eZBpn?5q6^+#AC&gA zHH%9dwx8zuQcmIY9^O=#S#X~ROV}AdZJ-MM-Oi;^=a5*v5z8ps4QJ{^wOuGaH8NkS zVx$>W2xbXik~hYldw_d}S(lK)Nzu3Bu?xU5iKMqMdp!FHC5Cm|>(B#nQnqqQ@45H| zGd|P8Yrf0Zp5M+WX#FCtFd>dPgB)#} z&@OxwPuNG9B|nTwCpumH{HD)J(6L&hE6j;lh4MjQu_Ea^A;s^f%Y?@Sv!}Zb%D{G- z3qp6WE+^fUELxvRBGB`6v$ZLnz7-##{OcBCTIzAmHu+fcMssK%N9XtKAyg7^1NwBg z!>-*5eSVxlC}te=^rl%-9NO`CpXzBZpvU|KoNs;iy}SYPdf2^w+;~>GLiHIN!~{5` zSm5yP+ygCu%nLXyt zih!5$H;=Vr%63{qZQD~+oFNq-{cFUPNj+C}S5l15f{jKk6~T_+ z7eU_xUfjf+O^~iAsBmJoj8HiG|x2&hrxNZ)(P>$Jb+~;whxxhZGYcK2HHknE#Ldu%KC}Ptyf`H@h`=e$+N7xFam9w?oDEjI5{*PP1IrcHWAy(zF{5iqWk z&#Mr6w^>8ee>bd~0C5?Q#yj1C3j6yT1@&;-nAAykbT1}NL_Lr!*G{T4FgS2EU* zx+f^jEUhZd;|{vMq%2}1Gq7{9_ov31F++jPe;t~r7bx64<5;*gLI;4kw1QC~v zikxXL8ak?Ca%+%wzA=$k6nQ7dY*V-*vHNo4=WA&i-F%Po$zpu!Qo3`$*In`Weg3?p zM+NlqyJpRsvD>Uio$~R_GB##JHPe}vc zQ+-`HZF^IYW|n=vg01zS0e$eK_&U>O_ug>|QG`{6zjKaytRMbGbxi{>lD`b zEH|-EMutaDma&E@dn!~mt3B-IP!)mKHeE|ge9Cez;`TXl*GKus#&O*ZmRU~f2jqE$ zfJ%wv0M;XJk$(QcJ)ZW(A^4PlH^RiP6g*e;!%mTjPSVfTv-J#|45QsWOE9BS;yf5K zI%7*t@$r#1$9mt>#lJI@MgkrK;R%=ehB9cWDoZJNpJ>4`3gJ-768VoNjwi`pC@OP# z<1U@q#B|A9bm7YbB#2pta)-k0-oy5xJ05TP-E2e5KQu=4sV!}L z|3Jb1x7 zVn>yDqRF>-Z@C=Wo8;ujz;?v^vO8JWyfq!MU>+y%p5rU}>iUaWhXTb_-}DEJC02_8 zeRd8i6m+{7w>6$vBVODf4THi7V@ z{|ztR<=Zii{ES{z_zpe$Gq+d*6E>ph`D)%d=pK(Z=3}) z}n6@!e8jUrn34Vn3*PR93&*)4TGc$K2S?TyFfBuSZ z^wOtfT#YqUJM(cLml&~6g>dDk>dv)J4zri8No2w7q5{di%;CAWj1{T}Ryxt?++5#W zg!y`5bIhZwdVasaQhm^ssgaSPIPT?Ah&^48vhDR0biewQM~oX|b&>P>tbx%?YfMHg zqgu4hJ3Ew}QSI-6=}6<=c+b8_Ehg7~4e-!$^uXS)m00kn$D{LSW~bD^z}JK)r8f%u zye#_W1=f2e$BFeoek|o7ujfP&4K!8~{1ug$AkM-y`;Jkbv>6k!{hD2B+}wvR#V!;d zSXQjjb)gf6bIuOIbvuCtYgY)%XTp(Xo^U0FI{z>B5s!=tjZ%5OfjE(yr=O#v}5JiMVP%){vU=SQ92X zk7bYQ*4f4RXdK?x!jydcyvZTnx9WjGucZ^+9ZCCh%u`~8lC3aOOlR5w9+sLJvuB)`zCr_54 zsRTVeqNB^dTq7j?@Myc?zh)p?QXDkuIK$oupLk^GKc}*hc?CrE)6;9%iu@54% z#g#UBq`5ZXYM=A;ds|jd?wI!tq7OOr!?Zx?qw<^0Hmk&xiHc+2^~}r#SeK z0kiYN8mCWN_1rbw?=RSDqqIuthkI?NcyY2MUuelB+MCz4iG`-e4?FZX&*T|j2#K&l zPn$J+L1jLS!JS;~6IrszY@d81KH0TeXetSv1iTwwX*uGippYU7@fw_Qdr<>_DTV2- zW%j(`DH60g=z?3KSi-bicbChPOUz`~&>po^v5ZGXPgu^2EZ@2C6F$4sT8-53=oYPZ zA`9O5IgY#FIQ6QH7}us=x3G$?D}%diUwf|EO}kL` z!6uYBjT#*jOY@!fVCAySIQ3EIAz!fWUa91ABprdLvh|Q-f@ioL9c!4e`!rKZ`Gsjg z-0}tJ`pR0A1YHS!$Q*w$Af*qJdo2_vk5j~sB2W3U9=$^jdmpJbsBYb5U42ay$}%wV z@$6=pEbdkLY5T+}NSmsCooeF1W$djB^~krO8&JCx`0{`g`ObU;Gg`(4zqmtTyXm5t zi3myT#@sf=cx%E7vh9(7HZ#Pni&Z60DJzd}TpXSwZ+)wSwfTD3hyQOIK$t zn;5b?{##LOqOt8JB)e_{+(-+Nt?^?7IWD-O@|DnmM@64J%4a2H=8T@T1P}0x{ahhF zX8!HtXruV=UD7kNmWio9h`s(n$f)YAwZ&D`e)IJ-yU~+{j%w^XuJw+>3Uo1-Zm@#T zBr0MDMQ{{5FohBeA_!TkAI@#~%n(6xyZ#0!O5Zk3LVf`#3C$HI7}F%tqgb*O4@iEe zjpubaplj81H;^+79WK^TDF`@G4za|+GJ{8c2`^U`CG004V2HY%_Rka$ z)SZT3wH_Rw5!uAN>_-ZoWWM1#C;#BbK}YR>7ns;iz)(wBqmAE z3pH%mK1!+a9jsVt_{JR;)r)a6L^BqXI>&Ykml`Wh6vO*!diXPDf2R~brKqqG+*7c7 zQJo?Tq0&|AJdtDcAdz8u|3-9j;dNM_*=gd|mS_Ilr=rOhf~E5izjXvinhkc>3zq|o z>{M`YZp1~F$CFlr;3!nin)~-y2FfFU4dLLnzgJmYBWl(DgFtaA zOEGSc%Kft5*+^DFS9G-&yY&I8-(C~lrO^a7bGYX#ZpG6?BQJv1t4$9jJ4C(GI##{j z7b)%@S&8MI(+_HC2vEn6(T@z~WH`FCqFBjH*~Cb5r{u)%HOG3WI`)vw{qkymOup~y zYj^$&4*zahCUbkIz_*c+*iN1Z4y!IMMG@iR>Ixf8NIa2Uzt z8i0db^700+q=%{>6w4)@NG~0xQYEBD$VYyx?dFu3Ve%>xUgt6f6bl~-`7Yd?pPp5b6Fr|m#?$~EUBA=5B0~?%p4Q^A|cia z{BDqm>Y`f0p4IV+dRQ6C`(|^iEsH3Lg8fk!`LJm7A3Iz{=QG~Cd`)@kUfQ2i`?+H- zEGW@)S9dDtX>Zyq6&vIO7g8)F%(+a8ni(tBTFUPtnvC$_WHcQ%lfSV!kh;?w3K$B_Y4ud)FH=>r;yy90pt{5!s(zT5z4a7%X@ugEsh%znjQz;we`uc2!w@r<^ zO^D^yw5oZ#y>SmsF?7-_>hazK_bQ67@Z>S8-XSsq!C?mx`peF`y{d^48(~c(-oJc;@P+DZ#nhxs? z0S&gxW)VRzdYWrDInK^D<~#`&Qi4>LcbW~WD!r)vFOQPpaEpvN)ybtURk~3!nA4w* zG-7etiHipahI#$K#RnV>s@vsnG_Qd#rDU+AJTtl6L?!XEpHV6&pvmFxRt+~Y5pyme zI=DOM4xR61j9R^!pEztgHRCCflm=cY0cVf^y6&`3^UggF@dE9*6e)I4d6}m}a+wD6 zqz&U9y)ThccJtOfd2j2HWZbwYLC1=cHk5l)!-s#8uA2HDW5s?VWZzFKi|B**qHceQ zRsNW`BXwqKfKl0+ubS?-96?h-hgP{~QD0(u9hU3~qHo%4sK@&*^GSo17SX6hNeHDL zDpT7*?*OqJq!!X5(L(RY=eROsd2vuFbe$f!viA{l9(80J9Urv_W47^EtliG>1(f^2 z6W77+cHRwfg1<1)?Yxxa<@0v}vzH<~{D=mJk``Ii07DIX}`Q8&1zlIP_73gPkk?9p7AFS zS>~SeC8NH3XO$cL!iDHmF+!P1ngyC;msGFy>T~!yC+iC408NBQ5Lg%OS=uLUkHfq* zkEwNq2I~ItjhL)E_cXkPDvBkaK2W z?G?rxQ1fn|)lzNEKiEtObkops4E}`1oUI9cl5{Ex>ERNx{Q%u!8 zJ{Q6DLBLXG`tDR^D;rx*FWZtTWf=v}hu7&SgRQI-yIdm95q<(5>GJ7Vm-=SW2W20O zg?L`?kN1x2Ayfa-))n&eW!yg*qczP;egN4Zk((TnY{V#7uTj4H5Q$Wx9IZ5TKp+E6$L3|A0!;a=crPleXqVDT$krk*)GZy zP3~5}$(4=kq{NbIL7JODp^_V6t|_ z(NTYe&Nqz=E6;CdTp2R?dTcl%#F0zI4uvlnx0b%1$V^3H2$ZD&&Y2t>9JYlFZP^b` z#P19;bfK<*-RYqCF1z*ee$|t+^$KhA+I~BNq?MYY7T70I zVwb?bjX=)?_vs~PwF(`iKYY+ObSP0KR(JH}S@Cwb#aMVRoORtP{lH|X(bb0wHGK-t z*nIb|@>kwhv^ZCKik+wU*)SS;s>F~OOr!~`XJuHf$h{wT?fhAF( zV&7Ip`sV~PAe%^V0;lTexIi%++*?dN6>Wm&95QO-ft*}nfl{wAW>}^+2EU)D*}m`8 z>Z5(ncv$3wW4TT-t4KyY8zvv3AxfeMzm3*V_AE&BK-KMwaF+(PCl3?a#*4182ZGXG ziB|BM#B+)l!#e!Lp4J$rQ0fisdOU2w(&YLKeIFkR5zE!a0n#tT?;BX;h5$jPDJu`J zc6%zdx6j~=+MZ#DB`M>R2cdPe=anifl73~E6QXu|`9UHbjb*RA5Z<>P7x6hlYN{z- zTDxuan~FlYpJ-w7(GqJRYCxn;C^=FwArnJ!f5@{dCSBB&Lox~Q4HV_9SAik~1*Ne6 zYrb#$O|OtrYRpJHvkeoAgHHVqoDCgsgz&Ag9O2TR2TLto2Paqq{t5J#Ubl-`d%t#VQB1t|*7Mrs*Wd7nkdy|@a`^7rzTz~HAjgej`%(ewR4q8nV|#n& z=etCdbM(n;vkq#Qbpj2(w`p6s_L(!wW=D?gF~NS@yqez-bXjwMBK(*aBWl;6s<<=0 z2p99V5_3@RM^HxB@pp@J7bKmn3G=p~C0E^nm?_AepvxmKe}n$;wiI6lfmH(*3B{wY&ZCbVmC+xme*V8%PP`?WWXt!V6YS;Qx!4WjKPS2;yZ^qAda|ybB z`T4uWEt@{sa$tVQv-li8i}o_;uPle;&-$V%V+8vnZubw(g1_PYs<)|8lp}CFQFY(W zOON5|bOuVewEsL>I{Li4I`o0R6MArN(Q?EeTJYvF;na6C@0g%t;|B^7WO1O@4)x*ZF|#m^L(vNmze0!kjH^wJUHm(YJ9T=Ees5N~W^^lUiqUQ! z$-r-cT}~t}h|HtEIbzXb3mV4hW6?(BefVT=iu6l?PWDF30MU159LYiW~-rvkasx%q2LTeTsyLPMr8xi}Cx9)7Tk+mHj})9)=d zbZF{Lkiy0li@);DONa1LUMG>nHJTsek*6+Nq~g;(3C0IKL#Igzlq@)~vovm*lWnZ{ z@tAmJSL)ucWJby%k*;=|+*-_gIYFI&x%}AkN%g@zhLWuEHoKFM$9XwF(VIIgs&Lo; zYVO)(%`Y{}(|AOlgI~M9Eh;O* zn~V#x-sc*<+?#f%b@F4Ek+D=C7vn(GcZaLrSxYT~;?0Y}ors8N8xF)tG}C48IESsQ z2^c+3!ux0zbLkCi8yRRSBtC3#9am`MD!}o* zrZ@t1=-n(#n{^-fa;rM8PNVf@UBB{PTfv9 zQXI9uwvR^K&m>T#vpO=LAiC-M$;0qMDuezDJoht6c!TF1Zs z(YOQz(m3-OY#d4DkQ22RW6tZOGigXylD>Q9fv6i=il^tyNKFZQVLj5PBK75rh?5jY zXWwqhBFfe_qwfO+OK(11657t7Brb|@LJn-f!S?gBN7q4a*CWa~t&R5{_z@m;`H(nE zqT64H&%bwhyTjO7yW8Q1xj4Nn5YzWJK-2GENp9AwnS%arE)o zBsB%Ylf#Eo=aw_U$pOV+8K zKr4xTj7^8aetj7yJqBhv>bv~y)29oYDbPOR&=WWn^{{_AEF*1x#$5A~WLV0cC4ctI zCR$0sjAzl-;#7@zla!O)JAD^tiq)ED6E)9B4TYQdT0+=c?%O_dIExYA+j$ktj0r%C z5@@l0L*)&(`%4P2NRk;c-4 zs-p0ow-bKV{_c*JQ2b{>Esj`|5d z&1-208HHo19!>O&ikpmYM#)p(7y>4cWq!WWZ6an=5$8j9Nmd%t=d%5}h`c69CaBtp z-?OhU{h8dA3>=f9YNKs~8?>dL?}zj+<5;DS2IVVgD4ruEJ83)}850h>#VXvMVJS>Y zn%)}fH4UPfT`Em=q*4Ib_X2#{~`h=CD>g5KSV|eHuwKVv@Dfi6T#7PnsWBJ}lj(8F1Hfxz|;?%nT`P^c5UP)~>Y)HB*=)cfKG z3J5M{yq%y1w;O&__M-T$TjsiC*`xR zO`AxQQ#r1$NuewyHj>WzdIG)yVkXBxd(Y%uo9*EW$?V06)m~YU&81>vor~y=G@OKN zsNHY;<$}|%Yl%t6qFwd(?7PBV*<=wdAEg469#|tp7cMiAvSh7`bI1>~c+RgJgc}W{ zTU<`fYFT@I!Wx)EJKO|iF<4x68g~goEX{D{f2c0W)Irt8_@kV+%cVc9V%5bUHHBZg zWzN`+vV-qvtp&)}V$tkbRq(auHtx_Kof?}y*<|%`k!F=mWZHayuRXgU5E)Efhbm+Ob*PHSwHtXe^mm@r9kG(ni+_t`jBA~A|>1w{x^Y-w^2E8$!(lNZ_vov<# zm>OB5CAc~kB+|I3xT~;6Gndx(WR3y1dTW-S-YT?YLx(@ zu_%E)H-9RZuf@XGIcA1IVPVX0W(Neq-iaT-D{BhVye-rec(@qktTQ%|724oa8+vg4 z_@oxPWzgHA+z@RvZjV2n8swVTTXCntGEmIr8Zlomf9Ih2yc=7Z>Mqg|uSB?5I-xD@ zOV8w?EiM^B@kEXe-SqI}_abE8(EeX{K@O<~EOkHqBv>PSf01D7>u&t+5u5JWIf)yZ z`m>Sy*7~?`+pq*r&#mmCyXtrUSXmQ6+2>PMoln1?xx8vS{?D|;2W+N;Uf}UlaZ+hg zacEk5x_Wz9T6;Q3=oF_g!3Os(#6Hq3x?g7@Cp8d{QsmOeE;w!|0Bf14RB?FgeiIWx!HMmd8zoh_}L-+5Gr0?ZgzfN2o*m> zkR1YnokN%nk^zizK=kl@f`24r2)G2;|1{6V$Hy+f#{*;JgbBbtzWfg(1K^zr5~1W0 z;9?ix6rkeg zLj`k(j}KVR1Fs3B0-ju>xhEK}s0^#*0G_#s>j{A3+8P z5Pp8ZU=qXxdxZ1q8YIy&FbU#<2X@9lYykBPC>tmr2MM>_&45zjVD6h=fv5mV3orw) zFb84+v_FHi0EtHsEJ^-6hz>aW4DtZ3=RpKO=p;z8MP&h`4i8*U!*q`H0W(6*0@lh83orhLm@B`uwu(tRBa|c+op$8x_E?C72R8aRq~D{(BQs z_x5tKcY)pBU_tRWP&m}go&Q$(0BSdI11U6{r*JN-K^~i6&zG# zj7ZPkigCn6*;k}}HqFb3lf+*^eI*Y3Uu#yR;qxj*r9sW|2-NMU^5KjatXPE>`mC^* zeH@7)r2Tu&laBM! z3qDeRS)l2qEV=Vr-SyhuxZVDAm05ivncnDEXS_HM+vePGhT>}k-b!`YzX%OOitfGq z(WEa;1TjQw4vr5$)H38Lwf(+{wG$_EBRY-5grF33uVOL|BW{Ng%R&QR3uUQFEcLiy z5!aXkxUtt#$bPXU)85s*oJsiLH;sk!Tjsb716%?&5B0fs%t=*S_?_V_>0-hF*k0Xp#8xF z1MWmix2q;7H-Y;OMoRoQRJPYcmVRyQtF!jpdI-}V`{?uf${*XXnz`M^nyYx%^D@+t^8N?0C8nNvSrh#%&!EVl4_WssX+}yA*(u0LL7Zq&L@CU8w>gojx*#9ii z6kTjwVYUA(CKUfHQ$)CU1o$ERviyQFf-+KEl2SZ8oP1o8+|n|fJd)CKQc`07FBYUf zJSMQ1rG)2$00o|~b1TRfl$~^R@P^O34E1tv3=kJs9S7ufJMbMR1Fb7Z$dVpEO>FP0Df?*NTN`CTorygEcim*DwMITdi z8r^q5bQTpFKTny&k*t zmH6H{w~Ujl6F&8tjjkCn%8L&50q%N~n|_}8n#X(X&JjiiZagj|E~N8=rc}y##Lv_4 zH80=s*|l5@9-TL3;$I_Za9Qbm-Vi66xMR1{W3zGfmU9hGC49WN$coZW_Gvc!NlDWX zEArlg?Hv}BrQPhxKcat8 z-$Z;Nv2cuZf|a$HwHRl*Kg=G?|5GYaUo}}YS%|>OXy(U@*U+#DDpUU~e9O6+823iS zL3*%}v=b&5)P>6hObMn;B9t{fG$uXebGR=#4Sbf@nNckexKf2{CP3M<8z|8GVVA6D z_fybV@b7zshxeBY#h3Sidq-mQ`$pxDH=UkOe$2IZL0{T9j~+R99`!Z5B)ymKt*7r{ ze;B3&2>FHe;srg|o;dvVTC^G-J4V`WK3<+;ZTeyES#&YB;+*92@gVOB)BkNZX`!sNCgU%)pN y_o|Gk?9fvIj=Qpn2>)QS>+i9b<8JM6t&?Ay0Y-l?B|0}ZA1@jmovgYX+W!Hfy~;5F