From 04fb6facaf5cc0ee39d215a230cdccbe6c92e71c Mon Sep 17 00:00:00 2001 From: Hugo Perrier Date: Mon, 8 Jan 2024 14:46:10 +0100 Subject: [PATCH 1/4] :memo: Add segmentation example in documentation --- README.md | 63 ++----------------------------- docs/_static/segmented_email.png | Bin 0 -> 53740 bytes 2 files changed, 4 insertions(+), 59 deletions(-) create mode 100644 docs/_static/segmented_email.png diff --git a/README.md b/README.md index 3321e2e7..23ccb50c 100755 --- a/README.md +++ b/README.md @@ -62,66 +62,11 @@ separated by a transition pattern. Each message is then tagged line by line. This email segmentation can later be leveraged to enhance the performance of machine learning models. - -
-

Dear Kim - HELLO -

-

Please find the details in the forwarded email. - BODY -

-

Best Regards - GREETINGS -

-

Jo Kahn - SIGNATURE -

-
- -

Transition pattern

-

Forwarded by jo@maif.fr on Monday december 12th - TRANSITION -

-

From: alex@gmail.com - TRANSITION -

-

To: jo@maif.fr - TRANSITION -

-

Subject: New address - TRANSITION -

-
- -

Message 2

-

Dear Jo - HELLO -

-

A new version of Melusine is about to be released. - BODY -

-

Feel free to test it and send us feedbacks! - BODY -

-

Thank you for your help. - THANKS -

-

Cheers - GREETINGS -

-

Alex Leblanc - SIGNATURE -

-

55 Rue du Faubourg Saint-Honoré - SIGNATURE -

-

75008 Paris - SIGNATURE -

-

Sent from my iPhone - FOOTER +

+ + +

-
## Getting started diff --git a/docs/_static/segmented_email.png b/docs/_static/segmented_email.png new file mode 100644 index 0000000000000000000000000000000000000000..de7edd87a52302b837fcc88a06227a2af46c80ac GIT binary patch literal 53740 zcmce;2T+sg-!6=+Yhy7AA_78GKoo_nC`DS7-jQacW?e)&NQXcYcSR5tkS@}sBPEdz zfsj>D1f-WpmrfEOl!QP+lJlVM|C}@PeeZl{=6tU+jy#3?`Q7bTuIsvuzHO?@b9-jUBhYtdGtZHvR0RGwMZ=t8jgXum)0xk}?+%mbv!&4E*yL<0f z;QGizeH(us9{zy6zxyU1fJ1nA`u;M|zGW5SxQstkZ#|Sr$acA)evPo>V*C11e)`MP zF9c>ITu+)D*ZJkvfpb=u`mdb4byMdi>HNh%4xHT2fBgKPM@&v0Kk%!jpy2WR;1h?X z1hzRnE)$Kh6z{D|jDNhM7|5(1|DF-&m72~c!R7d^X7E^pf6*n?pyi7}wLVj(htEYE z*F1dbN$XBXVF;1?wHe9sq)y^5Rk`$tYkq&If5SARjrExU4O;tl>v<=K%}V6`B-j+j z@c#My(uM9$d{yVvY?I^8*Xfoh*)LIGlxrhHy!x*JknPGj@MtnJ4*1C4mpXjsRyKk| zo5D57+hEq%6z744UYvLh{*XrXLSEe0e}vmSKNdRGA|c<+I+w4eH#x~|aO$3&-`rsK zZbE}*T8~)9f}!4Rv0_y@5b>J#kc{fgLqB?PPVmx3$WBv}BZ}(4bwYDlQ!8`riE^)P zg0~IqHaXmpRnY(b;-qSG_>=)5?!g@j7c}Po^oNlaCnT~{iBVbH3NDMly(V>uz29_X z5_IH;NrG25LLux)I&>=zy(_V!a}6v0aCA%T!rm~Ri?C|_yf{yvT%TtdkQnN0edy0$ zQgUP>%?ODc%OcYT(CatS;aG9kTJBG4^3UsPK(LGtkf~sGwjkwbkRDIiWUuxIuIN9QxuNG#%=yqKT z^YPim{jlogj80aj1v3$}apBZ6yBn#-_MThm?_D}j*NMljrZXRe3;%p?S%Q#46bgN* zl*A#hSA4v4>XVbzFvcWf(_eTr)WsnyLRPf_{dv+Lv+{FaE$`h+pK%6cF|{; zQ!5vGiG9yWw;|66l%Ksf{&Q+^8MxL0^ye?R{Mj-l;!0z|Up=*Q<9n~K-^fr3LIKUp z6mU1-)>YY#es4`egC6)z_7j?&2spBcl6n$~J^gp;f?TC-Ai060G&$IdWS|FcW-FL% zVoGhsE|{iGBZg~MNBLBjx4I`*^n|P{vf+1zR?&aF!`HF*E15y*4g-+g_i<%9r9rhz zU4iY)vb&8VuWMarJBG} zX4a#)K?24>6nsf$%~$xf>*?KT!K!$OP}#t|na*Ne=*AbnfsaP$*$1-a-7$P+c5#!n zly3$~)QSp$i6%#e`dw`%-O|E=yKrIH=bzsjw{W%?-!cDSCF#722V}-i1NGGCOD|RYTIhAi zK`Y0kam=f;y9HAQbF`bD5f#xu)ZXklZPi$aleNS5Ei~Zk9XeQNC@zm@DJBKD0f=s47A%+A)`b1VYzrC3T9KZ~Q+UMF3T)XU#-(+IWX}BMD z)sL%{vH`1kCZ!imYbP*6c~hmq;>V&G5%cbisNb4V?jyxCy|yLR_6`c2ck9Q9%IGfO zt$W|gP9@K=NCwkpUk2o-RX)aaTrwx2!xr`W#Z9nKp%>FcKYnh&2W(Rn<;#ZUMK=Ayb(Y1&zDKfNSJ7Mm!nih#s zS>DKl_ygwbnzra7`_O4iAr{V0jT+pYpa1CXkX*4*&hYx&5+_9*aM(A&*IUcQZK*Q` zh%JCW9JBs#m1$05Y|>x8Bj;?;4NWI1dKaz!9j-f?>#*+RwaYSC?E<(PSU3+$^eegg zCX}Cpy7sI)uG34P=Zca;Za>zSDT0OkwdE&nNNDasI7d_BiO0nZ>R0)TK(p>)h`c!Qlf#uFVT91ObBveR+EOawGz>J)Tybxn9M0SE1#KA8 zRD&DaWU=#BE)y}mk6W8h92fez#b-V~=Qf-~>1a62^m7MubAN#@4E;^wN5zmpiv`a( z^|0!3V3!ckw_#fT*T?lb0rNo}hP$E)-qVFq*!dS>&P9>T?L&ci*yX{OS#?U(z|Gyu zH;{4og|{z+9zfKbP@Rfm_L+E^M|0MZ)5>iFGqV}_yY}X&>_|&lD^<^IBxZqCGVTG!0aC(Wsd(w;9Gsd#+=6k z;sN>WONfxV`WA$Y?RC$k8l~Y2ZFEZLFKqUsfLZ#F_wu zP)obQ;o0{yAvn81u}DVgpuI!pn*N5~IP@ZP^?d;U9abcc}% z3i%%-g$y ztL{E{kup+MB&LoSoJ4bxFl-=YSWxbJ-xmcENN|n*FQ{Iod*eEG|1O(XiOCz*6gxl>!LDb7f1H?JSfq`8HyHY}Ezq$>hBu7(odUO&2hBnLjmbF3_~ z-B1@uSPgs?a%Y3Loc#2`okhCF9ZGW8a$6no9j{MA2U#xcAK66S0vUFe*I2F1?57wn zI(g`c<(E6)G)_>8IGKp`rerxfu#Jco>fV8Qx;%O_?R5Q}y zwW1eU5-KUfHcGitp&KJIQfQJs9-Pxt5{GgRRWQ6@mgNaFTh)<#xzVe%8yHjnz+y){ z4jB1Pg|mAmznPIplk*^9>)hX1dviruQ}1KSIJme%?rIEbYb9N->T+9c(3F3UaXx$= zbVj+iz47b2dyf@-CdVg!?G1A2$?^isuVJ$oWAPGt84+gbie2S(9z;3f#k z*)K)z_nKoNDz26 zcXH!|gs!A0kLK*MY9RUk*|wVJ*9{k=O8<2BnB z2hEGpkYTTk)j|APvAx>oZ7}2@6LT+PJ-a*8f`W2vgX`#N;x!_*V)f$dZI%2 zKFIs$d?|nrC_ux%65EVwB8Ru9)lpf)f-+O+*cM(y>78=VosIcbxm$%)jxm}+ppJhtE)&<1^gUXs#cVsSpNwZY0yC^avaW7jXu%t9@jqhN5ISt}~ z8$`n2{qbHHw0{2kE?-nKuQ>Lku{s}0jbucCHr(yBqK*ajxx{g=?4(2(RX>SbaBV{R z7EJNtI))yeml{9V4+6gXkaNBQm}N8iS?uKKCc6-3m2oK4dJuY>!n_sKWhmgxt_4#cr$?fHFT>WFHxc`#==$0p^Sf6B#|hOWnuz}H=0 zCWdp@yyf~KGzZWY8SuO`fOD`-ma$&uu&BXp=Y_29#EGi|KGXS$W&brKlg6(qeh4I9 z4NU4N;3bY0WvEtXdkmNPLUk~Ufq*mF>Q<$GB@Gnu7R|+OS+Yvm8bY3vO(Ub#Zcad} z9nA0)sggX5I@Tzh&Qp{ZPo+=_klZq&sjG3IeQQ> znTcAEzdmRLZ7XoL*qF!9m%ogd;Wd`7q}XRS)>=F zI{F2w`OWE1CoM;NTLwa5{n)7}4J7kxUYrIQ1@Xg+8zzRwbNcf1?6@5E#Epxqfk%K< zUVA2FHg$MD1v{eDyg|BO0_T7gnH*|EsN<)&UHZ|m&~U*<5)M-DjM@1}82fri?n>pC zY;oqjc)#jpT0FE8lnP&6fFKw6OGAgyqaBN=6nni;m*JjrZ#p+6L7sSIO$4A+s~_fQwPHKKk>BV=Az6KYlbK zL^%8+cMHzm?J2w0^~*iRpBhfII0vUc7QSYG-FiZJR|Bzk_wwO9<6GJ-&mS!PExAA* zdN-({JY)+!E)Qbt#@gwUf)|w>c2%Na_THcgwpe4GmXzxD0)*GYTFuab`J@A^{P0bT znCdVx?%61?7|L{>pIYsH6lvi(USIJrcBDH~wLFZm>iyZI#(l_hrZrjzVGk?2JB>)M z!Jy>e&1#`~w^+I2T6`ns7mQ#1A#Iiwu&L%4u$vhzqTsIFaF|j|1w3WlNR^8n9znNv zh~yJp=nxv6EVHR9L(s|Is&Q%?PX&64)eN-Lue&9Tr)YS*j!lb=BNx%FV>>okIoW$2 zW^6c9Kr9X)#=wP|2Y3d&2)`jxIfx6Sn|1C(9p#sS2)){|!S^jsFK#q5c+!nmNG@P1kf|mV_JQdg# zIQc-i0Cm^UmFK9o4^xBy!u}D*x~u?aHv)Gp3Mxs-oz2@^>5Nkak+u|?QgVsHfKN9N zNJeG94@QpZWCu5I@p=RfqnB#ONhlrSmh?lQ<94(gpYq(>ExMBD{1A+lP4e zDJzS2-ju13q1)mvd8_2{{c<3X)}py6rEx8Od9Tsyuum9=#*D95Y^y()H#)T)lZImP zTd&ix*-BI4RlrsmLV~aU86o;Q2e&*@)rJcoB_xepyqBrH?NFKX=~4dt+H?yhe8?vF z_g3;yY5A?k2TlFVGL)wajh8t2%{Ycveeum~sn-#7rmJ#N1e{JGV&Q&p>q7>0(3G_9U|-CbF)$Z_ z_JO-}pQk7ymx1OIO<)tXUSkU)P>$ODQQ}&YF7_IbYbIQfVT*jK+WKfzK0O>LlRkh=&)6H3dZbH7qP84wT~tjTo~QO36??Nssz%!h#3Vg++jo)>zc z8{h1tTiu>vcl-8x@i_EYcToJc)&3qp%H6IcpHY^6@* zruc+<-$dq`oM8w?e#N7{tTu+WpXa9AOab)FbF6Dqvyg8)As^m?X!^p62tF{A55>Kh z3FFrA(Kkx#rg}P`Sj3~Ck{|Tcv-zdC;3h6;f~yC1a9p3s5!Zw^we@VuzoARrCc@G9 z^ul|hj!&ymceCPzaxXTUX00{emryYs?_scxZ)vmKd^aRNR6dEd*>)J~JAS;J3e{t@ zfV7VGRm$4c27pY$uA2lBE5EN+5~BC`IX>!oCo4y;Z@z_X80?*^T>u@bh?P)*OfWf3 z5v)~#U`+0!xwBz75{uWvk2W7;l01 zgr?4SF2_EA*SJK&f(E*4Xda?wTZCQ(Ib8-Pi?zBqulbfiYn$e3F%nKZ(|a0e@2dX~ z;LIE*v@h=0+<4>5MRPW@C*Gw19$dBInLuuUb|)XfMIr$Jj?LrEbjB-RpE5+_ocNP3 zI|z}_r4}=hFyRq>f_|WPZUpf~hm0G^ED)~~ou!v7EX`KY1-dERfxVr%T0eU%j7=wc z^}e}brH<~#ze4?@P5dMwS+!smwE2mXe{*D2e=+ejQwKO12?Ts z0-OwX%$R5zK*%FTt}WgIT*||d`br>%8zy+>Lx&zW;Us#OA|aB2qY_No zUy1t-_MVN#lJlZ$v%@#q@3!+&BtK9SVgk;KAkSLNCJd;5F0JTcOom~@ZrcP#ci3NK zYl70rX@{ZOx?@MernGW_3cxiM{Za{V4A%|vYfIU^^fwiYoOHkYHB62!1dqZ>wkzlV2nz(+r5*30DBrO`v#rZ#Zd;3S;e>?ujlSZ|FE1XByTcd+*{w-Vn zf4Tbat#bY?t}gn28sC6O{-?lkHq97M*#5WN`G2{Be>$TU(yJ1*?3%9VC6njsP&6+7nR`H~>Y`shxUv zPb>X~f8ki)2G93VzkQY+C+%mp(laVJ#f?DDZ*uQX?aV;!GPyhX>Vr%E2Ge4b+x}aG zshxWEB7tKm59MyPt!$CAE1=aE?-sHZvgPEbirzbCcPMk;r)zjXnPg~NH>`TK_yPA% zB6}`z)&FkMCu?YO+2gnl+L*Pt*%zwS>@`fc4D|zqTgBF>n9MVQj_M`%O%tjW>atFeg87MGey>ass`Gb3aL{G zB!2}`!HMe1gWoIHi!V8iKHD$Y)%|Vdl)!A?Kh@8l8=#{(ml`(?Wk1ZWc_FmyNMM(- zICnK8=sPnJr>8%Uka5CnXub9IJvUi6f~mj6$B&UPaJc zgN1IU{eDlg^41%iafWi=9+YKWVpWl)9yU6O56hG!0_ow%WAH@eQ$vEw^4AK*hu{9W z@5B9B$Y3%Qy+*%&iV>X%@cs7BzVCn-#(tzLY$jT|%x$2s9f!56>mIG~SX>}t9L64W zy`C3Q(qv5niMl`WI=0tphr`*NZ zb^VQ87ykOqAG1jCnb6icYaY}klU-d46H-6sE?K-Ah2}PVkhrr~q{W@NF@s=&!S^BsYV`4N*+nY zFcwbTvI*uHt@ZL?F{r^~OGIq;^EouoZ_K`LqE|{1?{jL1j{bjgfQtSufDEim1WyHy znd2oH5Iilx&atyNT;X>~#vUyW>0a|4$rv?YTpoox z-_{J5>gJ!i9h7GvH6x4Nt!8f}nBlV4D-$?!MC2zFJJ0NHRVQ>FL05nzaV80@GCNZ| ztGUdz+A&dkzb@a|BdGE3un;wD7P;EAX{rife(8{rxOs zVruKyCxpW@uL11X?3!TA0K?hkHPzCdMD%m7-tAF>x;I7iV|Q##J6V-8xjTXAEd$m9 znq4&(yXqIgmt=pDo`p)5Zf^!c^u%?8fNJwM+ktzKH1Qh7Rb8EDIjYAMrPvQnDa~Rm zW`%XH6vLqz)I7wKzo|!x-iia@i@~wBbqbTYv)au*oou*G|B)XAB8?TF_2BePJSk;;!=9zX%L+IYACp51~36eq6$DnPb?#$pzVPR>Tj9bpe{ z^1j{rvA=uMJ>1!}L~pf5FbI2}-&1ysT$0NVAMVF4ZAv9;tcplFGTB<~2z)Wz^azm= z16HpWmCIAwab-SY3TiVI4x#|)+gtyI1}n;${;2H0-A;oqK-y*iJA|M3)MJUy3SAJU z^yWMcTe9ZIRt6lpNzs||112oTkp_VJBY*$OJ047DQe# z?Qf5-iO*R-)>daD_?GshEtZAGzCNc7rP$}0XR%v7(9aaAcCp;3kV4SlQg1LY*pI?> z|76|N^h9r!$2E%k(Or!&3i&!dwIq89`dC<`0yD#b!;YI=vlP#VYsJu>nedIR_hYr; zMkRHpNL7*4aX6!@osQv5OP6s?e#I_ZY28F)zePUhC1>y!oM%tp4K=7}y|FuMp8$`p z`84LyJh>{-ekvgpf5CEgT*2EBG!oh3Ah`knNq#=x) z7P(=&M-`pTUbiUAfgq&WM9ysXIC!aFb)^N`lx)~aKaOpM^YOHYDBqcEdyXpHY5r0b zkNT*jt4She9^t#!e_L!Nd&@F===55!asW|_b%wJKn~vgKsuSz#c>-u2p2dRQ=lZtU zYu$T#DV_{<$7co$K=f zOy=Fw6Ztbg=LYAN-QHtmrPg-YXfwI9-vRpD3;#E+ctVf;#DN!oH2dFkc6^r=xD&*_;$!+l;BX%*61h4f>Q*i5VJrd#@ zZ5Irn%)^ByqG4MjE-OHN`^0kg2SwQ-oiH*X;V~Lfn>rc@-AO>MK%o>=tXpXGO2`~S z2|e5Eu~OLC?C#$P&pP>y0dDR-sMPdXj>|#g0?C}^U($nE&b2O9CQ4}5Q_4!L2f@Pu z!_8tX6D_lFbQf>O0Os&C(WcR(*{cP`6&O=3`D3)Q88$YQO!!uNLMXX_S<|$U?mhBO z4M`v^!ULg5_}?VJL5AZ4gDH3onet?QM`AkOr4Z`6LE{dO zmMS$IE3@^lUsz>LfXemCc@tZn01k}r=_x|V+yRG}XWmNT(1s>61AT&sP#1PP(o6h~ z1UDa^Ap17OKCH>LjqiOQ4p;_$38?vG*yw8okE4s>5oA%t16HO3g(hA=R_>kde!L7$ zXnu$pp^*k0W~W=D1-xy#_QrkMz6uDuW1r(CcnNzp-ZVIyHbLvH2{Ky&fBl%OL2cdM z=_Xt}KW8qCS}O!MZ14CUkqVpmXXp|o1)(VViW&lKES2N!QN@faZ#G|*O?&&!9+2%bbo znoc@#_NWphkw&Q!x-VNapO;Wx!Qn?M@Z|PG`cl`7cIgvS$ljJ#lxPP)RNY>nH@(-2 zkuw~Yu-*acwN)T0g%1v71J%U<_Ud*?UgSO<@Jw>+9$pWCxetoWvV+b~)%!YqmomIL z12`hY{kYf27~)ha zS}uQzs5d|9=Ug!NxXtiMA_v$HxT~8v+7SEtUiw_A9z4Ned|JKv{n@S62}7+e=M0Ws2Yh?Z=JY3lq<)0kTkG*1+R6v*9 z%%K78#q6W6v7G6DctuTxH|pap3>pqNwglvYxb6W^O=jYUxC-aI(0bjn`j)6#%|ZX=|kxbD66j15RLRff^g6S)8A zLP6q&D>4`T#}#Yj0)v@6@o+tL;`mv3GuZK@?${R~=zo`{JTi{>#kgPkCkcGfe`YSF z_5beG|7Fft-jEB35q{FqM_+_HI%Zoi;{dW(NyD!r2z9%DPZSQw!cWhwZ-j;-%V?JY zV6-}lFq-lQBlwXJgz2|=F# zEXcR|-%HOB)yZaV$_LjinlUTGs}r%}yO1AJ`7w;xR&e49^;n!)W;vf!LevLp0lXQoJQ)zK)ED#UnC)xR5&iLAL0vHrQo9{(rr8<}_cg76M&mqqe#)~9m2$G9CdH+9H;~fo zx2;eau3`PYA2KX`k~DcKhY;mRb%0)ClUm`?r;LAoZcIB+6Eq( zQ?#EdGmG~Y_NNDa3cJN6#VY#2u%8X)?@Gt!)7r{kUh<`aq<%EAH~4@gKZDjL`|W?) z{@q4pQe1k@?kt%5j=*J8<$!giCLwK_@$c9FoM{?YZQNDwrX&N)O7@9F8^;^e!)%<` z{(Pws@#e&j?*3Hbhuin;Ev*kz?&HwqoU{i%E5DDSe^_wbB1^&tydmT-4wmK^kchuc z@ZaXW^#Ke!{c|1d>WV}5l=3swe7L~Lm|y$L_aU}_$oSrd!~@HAPYIt%V?myYALxDc zrv8`zjNjglSlR*Fl;u%B@#5bB^4-(jv(9M%_Ycf(uh0IgyAxCf-Ul|x`F<`MAQk^} zTg{O<&-nK$^wnJw@eqU!BqUltWV46g{uAHRNx{=D15EC|pEAAt831{PZ~$qS>ao|d zQ})M^v38L^CNd$c-;m(=4bIx|>y`OmJO5n#DN8h(8v?35w5?xZuS>cR>{Du* z9O#&cH=L_mkaWqbB84^;VyQ)$+(b#U(`&`5nMz8&eJ--s+`k-XtQ^I5X3|QVg9AwS zU|d|JEPOL7{S*xSeeNwZB#Hp}Cpy?HNDGmqDxEe2whpk(oPIENtTi=Lrl)zWl22T* zqhOkvuG$BKG-lWSxw7z;Zg^SH;C1|WRpiTOVtX1;?#nbCDGlq_YTmWfcO#M75;<-& z{>nbfyW5pj(NsDptQY@zxOD2X?hDihRDijl5?p-Jaol} z@~05zo8EA>PWt`*fA-{{zqVewwv2mSGvP-bLA$NywrXSsRbFu$RuqDSbs~r5pQVyq z)q};<+ypK_U4}4kS8IoItyS%43o1%IM#1GObkFT#UvFVPK7{A8HVh;ypzF-tcvia1 zIdrg1jy1Uj8doy`)y>z>ByNl=&Y;zJt0Nla0kJXu&z1dq3teC1 z!T*6Uzsf`faMUGDzx)4H<2i8dQWhxg3`N7^hAiM`WA?R|w%(nht`4;w!5x5oC{sO( z8+fDon=Sf%g0)UQx`oABX&^L_MGigF@R>kX>#Iw3#6hpNBYpatlIg2TKuu+>P}d|P zob!URh-ZKvZlV$G1+@=JkKqE`W|9zk8JS zx}{`#*Qb;9568oGHfh71nc&u*o(sScg=9__>sd#b{lR8h-v;h-?{u7t+-CZ%2duyS zo+k$ML*kQ@qB>dn_kFz3MUA5G&h;JG1ho8rEqJ_MFj!ThDko(?jtuVt2RiD~HXVbZ zS|noaY-C#mef-tM##=3gm|Z$`#dp&hvru|0Ao2`oB7z0I-=9XwO0Szq?{=s*c3**}1Ed4_ zui=+s(X6H?oh#)gjT2vy1Y;}x*?enxcJI@+3CfL{vX1_T8O5|u<#w<8v5g=Fv>nla zFiZ`l?l;{o>UuTX?4cZwHSz_D0L1nC`oYTKgQuU3WxEQ$PVxRZVhTCi-030z%e&7y zWXwrZn>iy2PgIW=wq38ne>~2COLwgCMa*2VBgH*?3!a=!jXvsjv7G8TNr}u~a$vp2 zT-`C-T~C|a=&PKKP%3k&Z3+88A2?FgVXDw1J^E;^B`n-wCe}KDg%VDF>mpkHq9YVF z{L9{vAD3mc{r_UdjhyYvi-y~R$uL06Umf?NkLYn@=yb2z5i~(qXR&R*Hrgd6-K#Pg z)m|fMr#_i5Ii?cmuN7Dsk3tTohgCOeBY>kY-n%%-yMK!%J5Ie>1N}- z=M{3K?@%Z{iB)%k)TL4q2cFEwZR@Sz) zgB@H`w~AnD3qfp6M`?rQz2aFTC6_?rUjuxmFexe)8vetlgM#++aRD zjazGjzrxYJ;fjmr=NMm4OqNO zDvlO4g8IjEQT+8#mupdbb?(I|T^yzh{(&$;$CkBmXIltY@@S?(e~$-|-ZyXaSo9 zB%tW;`3Jx?ytdb-pG-Y#t90%x1L&k6pf3Gz3GAylAGthM*E1QqD5eVVveQW$Ce_Wj z;R~i2t^inN5?Z#WGWHs+t}slNX>dX`$FHiWq-KxVo}83i=23OMuVLVZ=U{RC z3IIYqBFAwzBkxnEo-KDcI)mr_9#)maF-;^2{@?e1WLhY;K^n%+d! zu&ex2#}8FY?*f!qoc`k}2{WGB#nHB|oN1LuKW?>u>xAhK_AU6yxas#_uAxWXarT3Bmj3x`KS0Yu_wZ9YGwu$c;+MIB-4ok7 zB~&fB{<)PW z;UEW4f;Ku_MGBQ8^<3P+%uJo0#3!aQ=w;Vgu3x>Oo`%T-coE!=Es>$-F;xxUlc0J$ z4Y_Wn{%wiTm%2GQm^3Hp{E7qWkTz|+appFbH33XU8 zYs8`-BfbVaclZfMGeNew#2OFSSS65aY0ZbWr+zhBYvF#8(tq~yu)cE8^4DpO6RfAU zqhI4=a`{T|Qtx}fZOoW-&GY$gqp1Kb(lEO@8Ai1MU|}y(e}QR*9U2Wk+#CYm&C6 z0)JzNAfnp=x^^|i1~_Dsct2;}8e-5)-kEt0!Ocr)x+fKTtGIApd8Dg=u~N2Jl?8YE z;(fC^*UPY<3yP+|s(ga|Tlnfwd9gzf503pFW-dm(;lFS)W$grt1(CE}1P*@$1#78| zq8;EW7x-<4bX<#{#{RWsLyX1<@qzjk&IPEGUKt(;G%hku`x8Ky0|VOw#N4K;Ws~1- z7VVTg?oPv&#>TBp&92_g=&Hf^QSl5%r8&cFq=e3S$aQUFXVP6a2L((udQZO4rcVeS zg$@BJ1ZNPCl7FUZ?wthyNC`~S(z?Yg)bk_+z-1NW1GB8b4g;JJXWSjlT;hW>IF#;- z)6=!*sy#!#=-@U1t>v#F@v;~i_v$(~1u-`yilufE%PLMqb7yOs5j*L%uIAcF$Q?7| zSKk(%1Rv3iM%`FPGirzqi*u?;8^60qu*pL(b;nlW>cbmR3wNL3e*4|7soxQ?qrHztA3c z*^WYjx+Jf}(?U-4hto$(DyI9;90|SH7ZXB9EM%g4edD)7go#&SPP!XqZsc1j_Dfaw z;eVeR?i6@tXwR;}M8H_3PC1V7A?qc%r*jUhJRFmq zZzZf@!y;eY@`T)Ft3|6e{cSq?hM?fNw8{G7ji08XtQ9RZLRTT^~!WCuc+i z+er?nWZ@#4XsmgyzLd{ET5IQO=P05R;_v_$Tir8?eK^&E^JqlbBxis7RR5Y-p;k2Y`tW;TvCb+>ZF-G-EL~-%HG@m%`+c8+!Pw5 zl`GCn^KS5@r1LtD4q&;1^z7h^r^tK*=&!GfxVuu8juuZAjLy=sv7CWaNe@w`*&Xgk zsTxFr|2QB)R#F~pDczU>l3x*xeD;>>YoT+NYPww25CmeZ+*gyR?}Z5l(OZV=}1@D<4=k2so{(Y`OMhotC*V208vq zokTOVTEsA{rv~-FU(7&xs0x!KF|BY>vyVvCE6GtG<&4-&A7Dpev$T^-uU7FJA4xf&t99o3^$*Wq0FJRg zL9$$kvzTtEAs>A^pjnTup4yL{Jxe0?{yNe1RCH9rDt0PTL(dt8e@=EDM9F|I*kWw& zWCupI5@BP*OwBf3`kHej{l(F=!<09Elnb`g#|9?KgO4U3JB|S63X34i`A0r zr-m&{G4Jiass2^QZvK*QKUUli-i%_-p0mpKEP!j>4>0j~`kZjA1s4@Kc=a$)ci!%HXB`-*3}Wz}f3Z3M5<`e2$!sLg(2O)a)9|0F11E*&eJ|6k|F*aHzaVEr8vZWcF4`S5`jWXfs7 zxoXeC*_Y30ybfWwf&7C-1Xk_}=~b~BA^hT)V=Gd4G?shC3JiH-h@)Jz4Mwkiz!}xk zSvgL}Qv~>fUsU3Uhu%aVqsE`4?DJkJjg8?~#O=BasWQWa@E59$t(ewIX39-^Tn!SV z1!{KIN)Os}WuS(izdTBBY~Xigb%B$}3uh6?rvZyXJUmC&J^=qWz-2R&*Y}ks0}^Fr z!oS{W39*&tKzOC>)ps+gxK8>uCCq+@S*FA;UYszh7Uzj=-mv7C6Q(9_L+z(}beWcb zmRdZVKBos%-d2E12N=>IS}!JF2XxW!=Ab1Q;MfEYre_kDhh{8wQ z1o6r+<5VZs#J!;5^?lF?a>1=l1y3FN5OBICTPh?Wb8Vloy4A(21~pU_xwqnTbXRz_ z8OjrVW_q0tdRM|>u7VS2pm*+1pJ#>MX47`I#(aY5gDCQ?Ntk2kM}wHyg8ZITu%V^Z zXYIR(qO%c9`Zw(4f&8e`3cu-eYNrayNbh2@MKq?vaCC>wyfGtbzqHuL-3`qia5WhS z#+ZPFqYd7P#3D?Jpscoa17OhBC>-^==`#wCRl_)k_v z0iX?X=yO10TCa4_EzH)G*wE1)P#&R8Iaf_(20K~JfW5gsCQmWaVnX;pV+x5OJ+YUm z{nFHXN{`9D9$h7gn-vQ_nMTcvLZ(mnJr_+8fHjL8M1Y!CkA_4Kd)%NSOzFjxbJNxo z;@EbyK&B@v5STW)I-m?1N~D4{x@(&oZWs1LB;}Z9mcNuOLCs7AeE&ZCAxk6fz%BKB z$EFA}rjqTkDang~;t?{I$(baDNQB^<2u@+|q-xah0pN)NhUECr3RTZFKPPZc%nFV7 zHXj>a58YjF%RI|e{k@M_lCjp9f5*pry(R7X-u!e*`jLS73B~kd*_I%*@*T%O-U9fH z^o^8avTbkXJ_ne%S6ixduEi^oO2Qx+G2Hz2udjQFDpfG!e^8;J9wd_&Z;)xQ~|^EB{l`=LOq!U>2;R)@=5Hr$WyT zetv6Rn!;k}#YlNUzR$sUK0IF8sCB3lOV6dw!%khX`IFGNt{b*mkZO^_9ToMdZ#$RmF3GvAf_<6Y z8m$13h@t0C+FI-a8Y=j)zV+04w{7i`Iv|2}$F06t^1d}L?_2E2XMLMmHHpViZDCqw zAE0M{6$H^kN{dFgCse04j{%aQ$)`VY1xVDA$u;KxVD7!cn#}ukUuT@LBMK@b2&hOA z1S}vmLQ2fKU%#SenJX4L>|CSl2SBI?bkX+t7L`TMRd94-{==2Y zmijF1RN5G3jQ8RL8z8fE8;gYY=whdV5c^&{(j~ys`NQw;kDjxODKM=bFeCWbN6wib z-9kD3IN#X5_jj*$AU+1xzp}M*!hMM`pZrfXc%V`@E43d+p%_(D_1>OiZsE__EMmI) zK#?wA_0mqbv+Zb6Ry)wtO#1cfc$h_rT`(&@n~<$YpK73YthXWGUe36>mP|(DrRpZR zNZw;8fHw-6+=NO#u*N!ETE1y9VA=d0KqM~S{%aeAA+z5mR_#eHGYo$IConlVzWO2g z7Y^pRC0%Khg1V@nyWAt~GC=Eh!Z}<(q6dk61@js#}5vZrd%rJTaJC*?!=Rd5XLyGzh4j0WQPx?K}5ZOl8!5 zF_ftV-Xq7_q2Q-)i;Q<3EU0dshb)xU7pyznztwq?5%#$QU*`uMD?uM(n%$^%OwKV$ zLZ^8ZxLC@qxkdHcG`dTG4qF7zGZeR`O0|o&@laWA?hmn9M&*$PG*?-{3iv~X)yz+dE8J){>eWoaSQlyUc< zKn56ZG!+QB=E{L{X;KhzuQ(Ph80-~2-R^KJ?UY2guwTATx#Po5CT;kyG}Y&4$ZaNf zFT>__o+79Q>Del@By+vDk}$5Kl_L;8*-yw4L7Ds)g&~}7tURonyWs=2Ewd0sB_+-ibd2u z=uCm>g$S1bJ)=jPeKmyDXb9r0CZ7P}V&{_u4w^M%U|J`NBa7$-?jjXVyzT^gFSq9D zTH2^vI?jFWdigvwBD|5F1$lWz$)GuwJlPLfxa{}s(khs|NsW7EZxc>j^kq;jzrD@b z$Iqwb5-p+|)q}jyot_MA(-79=qT`4S@V=HOI@Jxv7EGM?AR6OeE;C>%F6ZVdjw!l- ziiMx=ZatQ;{;})aP47W%oIf)30KZb~1@D!6q@mLM{PH#Z&~360-9MMS2n#0WHt9=I zfmr0xX2bIbE?MmG-9ZN7H9iwm)JB5rz{zo5Gi2?iu6c>r$=13}QITuTtM%2trK#bP zmMZMA)g3LKVpDfIt^xoD)~DvI{lL*Ss`t`mQk?TO2f1PTG-Qi+SH_58ximRk4staB z2*;O~=k7+;F3@wy35A{F`n3({y3C45vnv5Bl0C9AS4uEZx5pTTQ>CM;op5qp(A2Dy zzYkeBUx3=7lM=u~4dRlNUx;p6^gY!it^+X$g5UA}Q74CNzT(l1b{H(0+P9l$2<IE>TQj7ZY#hXi*%c7KXdwPE zsc|>eDyPOkv$XJ@Y5iQwO}cP`k9{cES@8)Yx*A+53J)qkCDzTF?Fg7ehHgu{nY5GuDSj^(j)Wcfyf9b)w?TaTjhwL;U$PWs-8(05ytp z%8p<_XIiJ7&_W|+^zY8g_GzWR9bE>)uqy9w4>FNf_VD_KEyvnd0+$-Dly9ZG+7IW&+=C0<5Qzvhd=>BpVk zfUBx93Y|9Us+B4*Zw#XxDD;_V*y*jR)mH@?HZ6$bGLlh5HCO^>f!U@vq|oy&U>V+j z_IM~9f3Dl~A!>ln&;Jy%2s)Tpck!l%f%iya;Ol%a#S%KKUuYaI#f~c%?~( zQ5d#d)>`h(N{eFW$22$@7ptd^$ej@_^po935%41%Ug9diyAr8ML_@r4eLmNy0{WYp z=rEc9^!g}$0F0qdGJ?X33!J24l;+}(Y1dN|bVHT!pxocK1S5WoWw`@e!Yd#3Y=mI0 z+}vzw0+$QywM4o{e53ud7rZ;nMsZnJUGsy2sXGM6vn ze8dS^<$4pFJ?sc927t|2lj6*iW+}Y#ie**B2P`k1(Q(CA+>j6{S*^ z{;)mj&bE9S@MOip!hxlmW^YiE5oVt?0(`$BfC=}z&T%Zi!8tu^s2 z7G4%3`8bRxMhGlYVXM{>OzkpEl7tbsY8tZyKi38!(reTH5IucN@sv!a z$c+iWEZO$@HThlB@Cj zkSzaEh~AHS5OX?R0K=5M!ydZEj6BC7ywZTYLNRfaJ*Lrcuf#8J3Vic6ao&GkE^Z0@ zbGbx|PBH##btd$K|1*2Z|K+#*e_2$f)obI36^;Z&NTLWWA}vsWd2$DoPQ^eq{spW_ z_GF{|2VTj$q~8FjDqt18(;O}+odms21DEg1&NQ_w4B+V81VwX9_of9vLcp2qu)Ifg(OWoGX|Do}reM77Ia zy#48bob;iuvgDe(mcZmXH1;sDz>idLautEB8?oyzbof7583KHmXC1?`dOb?#?F@=G z7UEdO&y$d?2DyRp*m{=zkYZ+ z0A#Br&8nd%eb%9CXl&^uN!YWsxKkwiGyr>c(Cg?6wZ4w*UKyOz~-r-&!XJOYd!ctC9PZdDvj25lXu2)0HrSCqpb>O7 zfM!103cP0sI&vRuDvANF&Xn5tQ5M+w?s3*kZUS`8JG=h8$_<$BS_xE`d*4BM?32lC z9$S9K%>ea1Po+dU*$j(ftgTH(>sQ_Nxag@3efF(;q>Df;_m7(`Ky{J=HixavR?vRQ zq8e#r=5b3DUQjv@_WbhcQJ0mMzzvDU42zz;ZIg+08 zqtzHTBv<*23a^K#-2&*l$S;e-X>3`B*%lW7Hal@%|#qEvY3d1@`cFAgGS&i!Id7u~hjx zdAK+eZy|2U%Cz9;`iz4GSSMruW}%Qc4!+;aZiWVcy?Ql$b`yHr#xgaZj+oHd^0rZ= zNE4@;I%#BalUa$~)BrGn^d6B6c~&IN4&Kc@QnMs=S*%-HRC#5HROq(CukHO3JW8m< zd;#gt2_8+ZC;`8&Dq%nU;r8#NB5Y?ncL4-4JEC`vcB{9i<=rk}v+HLRQWV_ok6XC) zfX2xQuPW7dmkbAX;6XECsR++e?`CRa{!ZkSEk=05yzGI?Sbu&USYMWh8K|b4rwc>O z78>mBQy+$`9(?{i-hJUY?=Ry;SH|2TS)ebj7}tc}(&5AZyrfL({EsDN_O^%c zy>chMtsap&)3Z&UZ!T5VDTNS`6NG+aE(I0Xue5QQ5S`0i)lZpg2Ap>yQ}Tz?)JVnm zOgU=;UjX70#J^ipg{`CO-sB%VZk)Q4TXf)g>9nm`QcQmL0c|hiNsqU{J3SLfTfd`_ zfSpQjYl;B-vPk7yKwBglF_xkD$u&{2-(+jT9f_xO;=iseD^i04-mc5=fs- zL$D7#Fs+L-d3rhYx6rikXpdMXR_s%>LnUY4axT$ zX>$?35bb%8->{VGdpy0L2@_+ZOZ@m=h z69b;qNx4lX+2M1vzDWG7q@~QUfn1}^JFjOY;k<2Gkr-*u4ks8UE~ngzR(cyeizHQ**!`@@W$U#sF?jY+*ImHC|xLi}K&kEUE6 zg@$J5W6=&84URHl2+l8g0Gzj2sq$&~q)V3!0_l-@?rxy(J3M@82#3MotFfI!O@O}f zEs!f0kL2XCH^(qZNXzY)QYSK%fxg)xXEC9W>P}0O@4;4KbuIp2Ib7O$)ssR9o99AI zbVB1TF2Zt{QpjgocSBvfW93JVwqOY)$M)KtNYCGE)JUaCKCo<`K5E2L9+l*<*%+)> z#;gK&3wjDMHhJ9KXX_@J3os^NUm1j*r!=7Yc8PU>VyqXbA8aXwVL zd@x}2T@3>bTzJPhxMg$jJT9!z1dwz~)gjS5~5JjQtly5^GjuA~Wn)R!{WoHJqekqBUwd=lID zxiLzu4GUyHj$#pH7@k#29WXDv27SMn_jg@WPDBrTbG5S?=cRQ2^UFWms(dy<1C{7k z@FsBkob)pB1M)w7H{>SXb~yfD(MbK1dE?I^-~aGzQ9IUy?_xx;=1-gI-($o7qz;@y z(18!j5zIfNHy?_SaqPOinbY4N?;68kAT%D6elGz!8qQKb>Lf5)v}%8Ot^uNJ0%o8q z9MT5>^S~L4lQ7V?P)TDrT&Mu7%2|6+(+ki|lVaBezVkWmK#v;6v2?l}!rkZA6G;7b z$@_Ah%f?}oFTe9x97sHvadj}H)V`pvJGyzLF=nBqUyJa-Y8~T2OUU7t4XC}>wxA1d0zT_I zfIX~Q0SjMSX#CbJ;QQI(4EHM^dgtLvO$?|439Nwc&fU4?{~r`TIh0huRRxSbD=@8+ zNV@)4YvTtnSE=NecmBFBH~!H@;LweeGzY7D^q88xHSoFL%+fxbpCX?I#7ac~JyN}4 zCTD@PS|j15E9XDIx&XO%9Y=Qx`rUrIgTr+-?`DA=?IJu45=8Z(;Cyp5t6al_7fp>*eK>e4 zm_0OT0xc}gYr&^#BlufDA<60!(?|k@6kNA zFS&N6(Falk)yp26>23_}weHvOJO+rp^8>L0+H&SL|k z(mNH&L*efV#dVs~f#&fRCmAqz{%wY6ZTNkL=v^QEceUm}=AS;_hWWGpH#zAVodepG zw!KHb{AUsyueh>As6bT%XjxAbXeu7gWyLGHSVYL@M8Wkh_Fz-)jum68a(DUxBFv(% z7}G2p9E=vk{WQchFi0xq#?3B5;+C+=6B@*Gc=XjQI6vacjdCyrzm=h;bB!Tusw!*7x{fmPbhIyNWO1fF*zl|AUW%Dt!~;u!UB@du%zMIN(U59S1^iOvPH zODP7F{>0JowPA<)$(9z6`W4}ke)~Sn5Kpmgai?!Fryu^q5OMII4iUj!Cg7gI-3{SD zs80o>b%kZ_sCrPJb?^{f)_N(un1Q14v;2bXCfKFD*IOndlX z=lweNyq2fMM=(RNv@A&>mO?yA%h`5qy9cN3#AX$jLZQcnJbbx6QH$QN^B#4{o{VNj z^+=w;u^;bz@Tq}Q6yIwg2Qa<1V_BW&7JiXH zApF)Y;V`FfvL&zL>~=oH@w|K8gKDFZh3N6V*duLwvo<3plcG~E+o+-HR^pUKVK85) zGJKl(J-BxFY9!hH?N0r9vA%Jae&rv4@#S`^(~bB|!pFv-KI0tQ zXR$tmq&3`I%mE<=?KeNlLP0uTH~-q}Br+F&fK=_X!pCCKE>5?IMz@{O^J@NIWE){k zt)x3ci?u!zK3JdO^v8xTG15=K083S~ zC|Avz++Isuz!M(3d+wrqeJikQ z;Jq>B#UsH{p>$3naY1=bV3K2|SqoD&L8Nte_Nu6CE;Tq-L`~;Dz_EvBpcRv>jWJ}8 zO-lW*Pbvqn<;&cnii2yUlu!!EHxD?Po#tAgo)UQ5PoXgzU=ewzAyCheN^D9C9*7ZG zIy@8?=sW8XmLPh^nCvCS>^6DWkqUy3|%P3W|( zjqXM4{0q?i#Qrv-gNrcEU(9>nIHK=CH;^-O#a zU1>WSS)#jOy{_GHZFM3Oc~7yBcK|%_Lbqwvb)DB&UiMciw>vQR_%`dw`EA<(o||U~ zl;$U0;-2NlBLR@64SUA4s1fZs5xO>_Bb{}IT`D)~?8$NE7XE3qo#rh6h7bCZY7oU4 zOMV46pED_9PFTDmf@hl)Q&`vdy92Z|Q%lY?6d7YJNY~3 zFDPm0bQT*JMITNGWrLK50DI_nZo3q4dCQmDtc`PBnbh)~l@^`vt_-k;91?$j(HHUs z_w%lQT{>saY=n>Op{zp(Vp|O6M?lpmZG|TiI7Jh3Z$3U^y!UeX4jGZ30a0inV4ZFQ znN;Il0-{WS&ezt)h_QHgW@e*7X=A4mb`07}imr|a32r4Df!wR(Y4L5nQzYQk_7&R% zzE#HQETn?VH~;5*3@C@3ElPg4az9n-Ct)N;yK9SmgY+esuNvVonAD2UA10R$RJxRa zkB|7c^hxMTz#Z+L@!hK%5vAMLqKX8@YV}Nb?7GGjGT8B_4O%g{s?u}KxE|{_4@@EI zB5EJuF>GK@|KZ|w=caqlF1SGHQ$4BLkdfQ}ZzD50JxqY^J4+p|lr z-?u$NKmIdLn?-3iX|GcdKGk5FE$AEJ`6Fn~X9F$SN#i{LR!&=+xRQXks=9B-pME>@Q|&{5*gP zD{Ch(=Vq2&zNN;X+q)!xDLrs%(m`z`sfOwTt`1PqWlvImlWq_$@jHt!n_tB4Izh z*pH#__iY9z8ia8U`uW!%0OS=N{^L(kLBX+T)KU)yjNN`FqwF~b0@y}%Z~!sE{WC#D z9DN0NVv%`0xQW+;EA78`&s13bc)OLN1r*ZnEa4MOKH5tdz3A5J``-`m>h((+%<;ZY zUI<0T|9Jg1pNglbD-6>)HVBQI{uffr;zKCmuP|>$tV4KryIB1=d_~V|s*E$)`Z^tl z=--`ey;d6uw0R;D{|<}Eh$7%UUoSA1j3YNNo4xLG`rh6jicYSIyFQ$UI|^Ne--&1E zB@CDIIoa7rw_Dz0>`x7|Oxb#YlbFdqa2qBswm52ryUv^{re}ocB$YdKj=g0%Sgz>N``;Z^+~jmj1qHfwErY{#g}vIAHMl zgeHPVn@>Z(1R`G#CI_1rrmf2SondyzcR#bCp!#9M{_0vcPe!-;jih@(ReammiLui$ z1x>7egIs?qsBnT)*ze;|J1}MQnG~Y!>WGD?C6dn9iPrrYfuX$e;&)fWR2_%bv)S{l z{mG%TD_a+I=6td2^NxiA#zeL?-1!#8m-j+# z(C?|HdAF5aygThja`rV5T{22dOs;Wzy#ZOlA+I%H+0cF&u9|s9=&i;vRBnF~y11Bo z8i3;%Ec9@Md|Q-zJFdV;jt8~YgB@4=4>4x@1yS+yPJ`a^3P~Ek#FKRKu3n_omg`@0 zPy_qc>EfHe0w$&<60*w?i<`&M=!=p1@i_ojX<|G&aegT)JPvR9ct1wj?bX=6^TRwb ziD08bp6zJ}gef*rKV!{s{bh?PcI9QbUfEv*!+GOl(6YN07yCsklUiTmyt1nKjtAq< zn?3A%xmzzsPUIeHx(2_{euM8pZ`sqrw5~UV1-*(J0}|K*=VcBKK|qhWumhOi9f8@o zL;)-1G365+KbhZwpz}ysF8pJ#8Bf11V}kDwm+v7+5k+kzJ~;0Vw&tA~&zA??_FBrn z{~V=j-O+hbJOk{~2y0J5Gh3ORhhsN(BA+4k22Edh(t>($U#T|=c@U}=HEQ-1ollL}{>TD^lvws%O`zvoxhJ)6?PENk5XFPA^yV`L|py1Jq1w0xXI|C$Ndcu=Z9>#(}*7vhqLb*(9~2b&n%-YbZLC!b8Nt_#F1+H=QW#(!Q**wlWZo^%$7WtWr`- z{|X(%%cHew1h22g$MaNs+-PboA1yz@36HbT?m(J^Q@D9HYx>|KdBSheAmet&g|?V4hg9|IyMV3!Wnc66Qeft!EAe_Hda4Egxp4PA6(h=$qe~FgxWwj5m%Ym+ocy_d;osx6&h53wNIFQ0#MSGhj3@{FNl^IsDT1W4Y_}v&|~wEM#{o zpMV1PtN#9=bZm)V{e$_mW5S}iS|9$?E7nR9_1Fr zPs#p(EB@uJpJWk_|Eay0fw{O^BBG&23yfRKfiGIP_a~>?;Fj~|x(lg0BPbu3A;1VO z;u?D;^8VV>0h8fS48MU|5jGW7j>;GiUd%==y76o>j#gG^ER;-%CA{%A6H)BUZd$cm zP?BTUvlf()MeM4IC}xQXKZDRy*Rlb{HAzFXh#H_oFb8I7hrS#`tCOtnVq>+)Ydjis zBQ4aMjaQjCI;CT6s!h5iPblG5GM-^tV6ymLa17BPRWl`?Up@az`8BDSJc=*07zg9= zGGO22(K}~eY8P8-(_K&Cu<3mh3JA>q5Jj^!WxiREpqnIrZt%9j23U!E*bbHC@&nMf zuD*H_g-oc%gXFcDRv^u+f~|hOVD(TG0)KDQ7Ho09rGu%xvAw{RG4_SM-|-$5kCI_} zI#G(9#@t_7DwLIigcYlkOmWQDzaHz2egyhiAk~{*lzLRA1XlULP+PDth8qh5K<34L z*Z$vg%Qm-i%Zv`jqGQJZat+#AB$k6b7JD#n(go-?0GV2dgBrg_n^(_U0-7v>sg0{` zw5xH(A6-Qc%!pK1m`mdS_!MwH5`7M6PvVa-$1O-`C#&Gal8& zf1gy=doY#-6v34{0?Wp4Rk~(zv#)t>#mpUtN0{m~PBalEcwM=*F>f}&%Av&NpvajE zJgpY=TK^zU23_-0K;ZTba9jVLO4bpWLur=f1>1Q?kdsjYQtJ-uZM|kc5%GaEXALXm zJ3_=UnN^9_~@$Y}<6 zpKg0?Ez&gKf@n9$oKwE$hnqWmc;+%9Ry1wkKZzx)+G*c^sjHePJnuHs;o-E@QkIPY z&C=qDJF)^mh%mnRM;}-<$SV7TlmgDhyf7aF)6jhalhA-d9usjbzLX-7ix|wMt&t>E z%tWA!zXlh&3nod&wbpOLRZhRHFW;o|h%_Q8#u3()Z_C>Yx9K`Ax`Ecz6PW|iFo6ei z(_R-*r&EFb|8R%oCG0$au3N9fCPU0#5_C}i+IW1gO1?)B6=AYWdXs>iL(nr;>vuku zm=v7ZI(fy&UTKB9e&QDX^>DI(3sBtRH2mv7_}@Gw`InQ?{_Ck`z(dmd@6i!GRv$wS zZ?Q>%o*OVDa-Hp3&VuVGz8C^{mECXWrL9_Azdl8*0IQDf{Q}BB?fd6BkayDo#ECBTUYFwzbO zla(!GD$r^HAB2`?kt$e@-3JTJqLye;9=+48>0p-#s1JINipDLp*bwRfKvPSg6GBfx zF2=Z0SduA@bD3y5&FAoH+WOZyI5*IUe%+k@iw{>KRqoebw;Zc4YQ$V&zw4%9I@?#z zqbIQ@U)m<}zv$voA0*w{rCEd~73VvVRxC;v=ku5htL*U2NL0n9s~l$TLcD2vKCAbp z3axlju~n%U?dXxuE|&mF0lM`53?Go^Vh;9h4nW8rV3Z~k>92j&sO5D$q)zz)qMP<) zA9-#6C%D}>qJdOHUA38Ku9E{&u(k?8q03y(yXnLk%zX~~BfF}3R*z<2=6SbYXl6B* zNpA)epvJG;`>vWixHRJ=oQ1H;ITO3_p{UK_V=;Ro&bwm9bL6}>P6;>n4X;r1&DD2y zk^H5WUwrU`9Ojm3{x?H$u+2eHm*CVsqX8hjF|TmGGoEx|`A1(2?#9PoJ2W%u? zI|nyD*7sWkQ2VXOOB3v39L$3lV{ckw*DrqBe7M}H971z|=K_KDBht&eY0U(v@$SLS zxd4r6rQ#9A9pEcvAUmMy8c2Jj#_Vmm1mMG4d6}(UD?qlTBLyTEWk{8n1dxw(WH270 zE(~r@ZGXS3``k;wfaa^qumUNPlRm`(zZt0doLbOMGS#9d%G%$D;0L6B&cP~={8C54 zkUHb5mWPy@7;^}1?BB34WX-<{slSSR*5>EJLZ4~B9q2C2T+Og5#qpMbbE)o1`qUdG zCquA0p6duG!z$)4vTAZ`AR9=pK71i8IL`2vIC7SDnd;D;9-zcSuLN&ePG9YJqvmV) z_Z{KW8*VxNGgmSbu*_ZI!72>8TDM|V$_;A_!n!>nwnjA@3R%-ZSS#*lS*UlTUjSAy z6oob^8^5?|Gdy1UYLVUp&56|_?L{^TUuwLItBbP~2LO!xQ`M`r%Ov`k0wHZ5_6E3F zvcZC)^J{h8LVBkXk`Yi^HP?30cSJwr%!Kdk*h`;ahJZGv;&XfO4u78ws%2<^51v(S zf1nZ738g(z=XIW(QjKZ>yS7H{mrGAF*#4y{b)KYw_NFj?(saH`)UOkoki7UL!nEn)C-NAzLCbe9Wp?cOktto5uvLu-f4gZtX3fL)b1rK zVs@i?!^0Ak)<7pVCOO-7GTf)i>Gq{mHjwlkzEAM>!`kw)To0>(3ab)n}>{8bnz9!1#I;#~I z_Bbpctep2*m0pRXFIp@sA)bZuvh0ccDn?*btI>9y zp0|p?0@9vr0)L>5w+74d`A{%$C*jtH>>V+i9{E-DiIbZiU$LDwwHazN_I%(wiU3XJ z(4d^|-p=>U$X>fk#C0M~liKSc44z5zXyj()^{1kTs0T2GC1GI!h0)h=`gL!w;Z3~i z+>>7%Q#e0pz}Xo&(ElF96V};(eeTY9y`tzo`xVW3V<*1`_-H$U>Np7r_N@(G19e`x zvJ67}gYjOTYTGCu>LyN(e4a)C+1<1fMj#B9d7B_V2lPy1N_Dmq0ySqhEMW}df=MTu z-7)6c?GAwIfF@%=p$g{tyso{Z7Wq~4bs0d0jU$A25^E_% zIadRlLhWA}*cl79O8_G2 zV50MtE#Y^t#l+Wl8DO$rMLPfB+H7{6eU%EybbaEa`x)SZp&IoNJF~m2bpa1#*yQO) zygnn>-U27YQUq)Y_qU}^iY&u#9XH;LWiQc$`l(q}xd#ujr0l&HqB}y_1ON;wNX$lc zRrV>gmvFLZ$2V(@Cr&7f0uc>*{9g@I17=LEME^0`6Q2)S)OR*XF9T1$?i^qGU63uf zlBD34^g8F*ZWgq|C0DSF;?Mg3%5}24|DiA!m-X0Pv0t7IBTQ3s_Sqy73C7+4J@XEH z9y}ciZpd_w9a_OY7fRW$!qlI|C%t=o{FGfC+GQ%h1}Pk$hg};>%`kXk97jA(xv=4v*Q1XdQz+El%O3_-x-f6ng@vbO`Iuq~IaPG=B~*i{TIjQV zrIGhNWf*y|3pGWF4-3Ig+^dKkQ0Q{5ibfmpgiAwm9%`zMeB6k}6W+B5ck#p8=3b)JcV&P5J9BkIM2rK(1=i zF>c9p2AGLZW%BT5j7V^f+6;n=2b+UMT6mwx!^VpMrK%^gw!iL|*D0pdPkH;Vzuom^G8*K*kI3uEGK z5tB;l1~(7w8C9H#oyGm3po)bieoz$2W1t)TYB=+Y;wJ0Y;Z>i0H^rJ}jamj3%Xm`Y zoi>~3=L)$-i)Mo)y-o@8ULZH)183or?&%Uo>uV?zCztYW` zcJ_|^+v6cVANwW5F0ZuN{t+dxwl_#9VEB3Kqs0d{rrKfxRc;4DUa;qX7kjX&7DUTb zI&y+uIA^U?)2tI6mce@&1Msuas;JG2e%`M-0>YldFAm*z|MWZ+OKRt=U7D5G{A|oq zzy}_$%N_^DH?Pe|oU)Ma_1@dPlGd01fFnq&99y-+qp+BNlzTt6`yq7Uu3B)AyKy_| zggxXwTLu0J`Scm_#4%CK=Uz)B%Z$>jX7d(@Lm!4KU-QT9eYJLCkrp)$1BxLzASlh- z>FuHMx|;)eX5eX!N)%cb-|6fl1;&Q?a?*a6E~=G}G7lsiU|J{Zxl;w-x5fYjkI!xW z)Y^F>+^MBE)&%ito*H)z@*p{2OS)Ew1P(#xm@_#uNL7VXE_qJ{mV8%QL<#5f%*D2& zy^(N9_7c!iq)P0feT09?U!hpm{xw7cDQ#eOIC~kv5#F7s;m(p#Q?E_@=p7+9e>(Qi zT;U72{?MDU0>x+7Kv>yFLB812Eq;LYPT+q!)fQi!CX;|g^`GUyyeO5d{ix~5Yy5`z z?~a~ht?`Vc8YjjMwvf%M;q&!IgXU&kUd=TSF^AI1C6?T4;qpY$NjGLLb0!lPAGMk= zsYi~oeKVOWwUq9eLu&4IWoh^jT=Fa;2`eA z8GRs@)!-8WMAD%c#>bPYPSY_D88*@$B{P59nm9{9C=ua)d!uD2B?K6X|2REK*m z3iAqrILE~7^R@c`-Ks%#b0zB7?l8@AX*=gxT^TN+NKhX}j%YqRWfP@F?aTk=Yp{eg zNM9#%>>u;u@;nBvXMS+w(u@HW;8a|{qR&8mCti_7eO|XXPP$r~w6}nJ;DjQau(2n& zFn+N{y}K@_c_<#MxRGWit`B1ZhKDPBeIiWxMnoAbA|_}pD<215)|e@iA`Re>C_*PuIbn`s5QoXJ>yfT2A)6bl~{HAVygKHAC8F2?hMRk}0!YZlz^8OI+yZUk1BilXbb00>5Mw z+%Pg|AgWM?HcCXnbano!A3F5ptgW-_OI=`gB9&mZa7% zA+BXT=rWQ9hy^tSu*3olEkqEjYAfAE`v{=@J=|UK8;ZILFAkL5>rZ&T@uD04F!b@O zyO=+Rd06!WbcUyk}zapl|2D!&4EMJ2*Eit0Nm&W;DaxG3%vCAJyc5c0gTXn ztds*&Q&N*HPkpw>kz&@%BFX2R;g7E%U1_uo`m;ap#sI(t$mx0vR=8v&N}Xq_d`^&U zTd1Cft$Y%4!~yCtbs>n`RzVU=^hn<37USEDXq8tl%9I2RG-W?uH z`~u>)_!L|-^UbSPk02ob@ZngnBH33*8kVBhtd=58^AqbH6gM+7Kb@}&Vuj|$SCG>v zL2V;RHkWeZkz@U)Ii3rc>K&IyXx|w-fYEj*T!o&Kh_mh#AoXPFT$h6Sm`QC_AsOVK z<82`!riWrr7%tCNt4%|>?6p~5nWtv!CQgTa1TtA`XkwYA6MrOb{h%45jqYQQ zJEgyU$3Eu<+e5(-Z)_1Uv-Fde1Q}h9cs#_B?Tld z#zrstt)s3FRs~XO&C4D2=G9$D2lo{23hxFg)Fc~*56F5MCE~G85+;RbEULu1NzP!% z0I+0k%Jm=Z^xz=p#uG|>PkBbHZh$XTx1ZQ3O8Dvz`5VEjDH!nrSVi>eh4gvVW$0!*dXD1)cu zN+1CD7y&VoE>Q7EGBIQPB%;Fq&BuPD^&%APJikV8 zqTncZK~UF2zgl(El(IB%ck-2y?58fV7-Xeo<5Nvao{QJ^Jg8bdC>m!r>XcnU)hyRn z?8r+DESlBp05Vzu^FWQMb+@#slJ*Lw0V<}#+e|~%iDFdC5J093aF3TMR|$=0&w1Wb zeQ4~7EGzt-A0C^w!=IPSC1;T>P#;%acGS;L>^HtZjJZ;Bz7IOWovGt@sr% zx^-zj&W)%m3F|_ugS^08;tlGPBV3knBZ7aXwkvf8&K_*JIn$9$@VUY`x@i9_?sOO> zU(bi}8O)DHE@rgZE7gsjOcL}&%Ys93+ zhqdZAzM$6SnflZjgAvtl#JON|yne6G$&t8b9b8!2Vu+1bI8Ltw;Q~6Vr2YJghvw#Z za{qp>YFT458_nnk{AkSM1@Bs-0{`el#we2xX1D`21{7Tt2v~)E-{iB@8?JDKS5B(3 z@1bnUVEE}H35$X+UvR&V0C6ZdYjF%v2p9T==C7?+sV}c&Iqd2`t(cT45Aoo1RkdU? z)n>GEE~lN~L9j|v$Lj(QnE(+kHohw&91O99K6#U+31Q?*Gw)t2I%S|SN|SD(#p!Ui=TSLF3Yab2AGr|g=l}L6%Y>ExHs@T2QY$g z0Fk3!NCNvd;DHc<-Ok;)gZlM#+$(@Hfo)7i7oPO_^d7VVE#neVl4C|kLrjmQJqVul zj4bpEE)mF#Rh#=`_7^=sOgBr{ERxZ$O&Z$CF9$2hw>8tZvW0`?5T7M7J*Lo+^;oaH zw+M2^_ZOJsTjC?$5!0?YC{@7<1c8pW8n-=dnQTZ|%H}=J>zI{OE;l?5V{O`vokII` z8F^m%R=AUYI|pnT|Aff=e4(=fVTIXel+3wcq&O$72lF4e;XMRY2c!+u06*tKssN(@ zef+$(GZhv#>yho2T~t!DX6W>5&(m(Zh*4Hg;wKbXEB&Q14<9p z!D{t5wky%Qq)^~ur~4?y5^ps^0Bq7nAyIRQ5pT8c#H^-u;Q437lRw-Gi79p$biAYhe z8rvypGy;SZo3+wPKKm$dvfg>Z{j9PF`u$|p)F{f*rtkjZ=azlZlPqW1W_QTe^Z-!K zs(;kMtREm_rI>!fn=XZC4{LwdTZ*4gbB+)Cxhszd+$x!W{SlG)f8$U8qp^#B%Llxh zC!gaI%YQBgSHk3Pb;SRC*WMaQXJ&MMG+vKtg!JN8g)0rFdvLbBBBU?xGr-RLopWnt z#;GIH*v(Y3y#{;pavO0-8*6spAy5NL>C#K&Lqgi}}Dhbj?IylZBsWuvd=KE+nZeraKKEW-qg&dZ|WZvIOZ1 z)6HW=_N>)03zTtT&x|j!6e&V{O~1*)cbc_fQ6HMvnYWWI#7a}p!FNE%)p?+CRhQm* zGp6l(^kR%jje$ga9eqq{Tqdic2fkj99sbB(Q>b2nv)TpppZUn^pO?NIUlYzTZ54%< zJ%y%avEP|-UOZyL5V#>1%E!=GD}`@)>f$TCq3Kao)dlXT zx%Is$XmzH91@a5eHam>E7!z%-4`-H`>$QRO>6I6EcY$*tf&)<%>vn=kM4516s-670 z9j|@zB$LslpA@;Mf^3rYLXrR5F*;RRg#24(G+L|f9uASN+=7$NS5GgD+FWw1|I|9> z9?H>wnx{2@qT?@2=cN~UkZ#%oS7AHoUE5RToKm=3LGvPi%MZkT7C<{3L{tY@+{t&3 z6kCTgM!_tM4}jLqO{{$9KqmWBZgeo_P;i!-Nj)Dr{x#9`pM*ocYE;l3S=oE!%sasC zP;|k&;JZ@6GjI^p>mz=_?|ET>!|||r792>&DzTO-hT8?eEHmM;naAR&jWao@XMkFx-wB?qn7U(0*ly4evx$+u?9v8n7zTN;L(f0NwC z9`_k%`bn=Q(2Ch))xelsU-^5_5a_y;fK=c7=5>iz1FoGgn#I98`y)^J z4&G?U0G<9~c58$mvA9|8nv8U`yhgB;pmvo8j6%$%oy1P0jWUd5j0v(ZAIB@_`7wl} zU6y;bYBU(*oen_I)+;zF+=V81&m^l4Km(jlfd)~%S{V5O__bIzt@31#U^OR((`9%F z^tJZ8GKW;a8@L330xHAco>1qH{Dvi?b2=AxSJFscb3mDD_`3SnD2(i{;0bp%z-L2v zl{Z^(VUE^KcqBDOFR}zD_O!rsKmRrdC7#w=iq0{hO|k+@N4Hwa9fen!M!kS?Xb%Qy zyeyXkkM?HJ&NZp+;@wE+gU@cvc7TE5po4~5swL}Jh={8CCPhJ{>sTt5dg zBeRj547+QX4D6;!WRTay$!;9G8r%ps8MvVwK~%9b=W~t9cvj9*9?fKeP>K+l+t)Vm zhl{Mh#Rp#uDkfj$#9Kt=rZ`g*_QpoqK6~MlaYI_)G)Syl(f+6;N!`*bn8x6T?Qn@v zBa~jFjQFe3)cr})W+k7J-9l-!*~)!mOM5!qM#_NW_S2F8bb16EB!Ix#{tPU&VW++9 z$aJ9eW;Mr|V=3IREUg=LBt&tpYv1i%S#S%z&OJHHuT9+Pu2?p?vl@Xy(F}zylQ`B{ z_`S4uUNOFNf^c+=$6U`xm}Z_$jh72xPZR<8*)CJgWV_UFU+PfR)fW!zsSXPe@auot z1RO0cuqhwDP|P0#I@N&_ITj8^*ZJcPa+z4eJ`IEM2L5cf3*K1-R(?R`6L25uq%V#y zKNsp<#;;MzgxMEG`Y)%VwgX5S>oTGse`k5W<|?CLW)DT9-58o;fbhq9zl%NWd*cTD z(hGMK(GxlY>rdFOPXuGV)zhWYfU4TK2TNffK1e7ENJgQT;1%+(by#^AP>i0EigBy-u`N0WcMqhG<#Flv`R~Chp_`(f1%_#lkZ( z_c5ecGC21C6!+axP36(Lj%8-B3<@G62v{fz0;8j#C`2jJq=TV_*bpQF(mPQ{MP%qr z1woqhMCk-bMnw=%fdEEo1VjiC5J)HqN!~t;b6;8a-FNR@_r13k|3q_=lhb~CfBP%- z=Hr*3wlI5=;m_X9RJkR6(uNqMm$jFsxqh_-@G<;eeVFaO`oY#8MIi6Bh-XT#3ibc0 zm0c}HzUM>_ZBuAlPWYY|vwP-V;#jERciVxufW{VYvh4Q=&NnCiu0#H&8veh{y!jVz zsifnVJeI{1{z0^F99A&(Fbw^t%=%YfWjPuM{w4bcj^3J2q5D=h$^zjBJTBB=(Lt7V z8-immfD^dJfIggxi~(y8M=ezyKuuUHt45?SHvpjydt99 zZO9hS{tT}wT(~MZSbsiTC8>sGyad(`mk?hgfRg*b$m!bq^y43%oL<)tOSHp}t3!Ze zl=!zpVXs`i<|k`;V2Ip5MVZ@#9ufreX1&R%rQ6&R=lb)DoGF*V#b%McCGFx0jZ5!w zsL`i}O>$$3I`o{DBXk9lawgnxXN-J%0gEZ<)SxU)D|{W&$n+CIRSb`pH0fnlK$i63 z18fmKHhe~O;e10oi6`mp^WresA|9d1g27f5^pw4TzirHa(EkPwynExlZT=kARRtbL z>%zW00$R|P3G2yF3)|gLQeJ**3MoQ_NzLIf4h=gbSgJYmWy^=5~^cz z)@GT>jhNt<57f=NY_N1ZN5vl9GkIa1o=~13>-HyXiY>w6-L0_MogY8>5XLE!?8#WjC%lPy?@zzb?$?mKr9WVV&zh|AVUW8@txt&3nt;&CswN^WQB*LLuN zL+qB2WeTweRo;idsdv{;eSE%}+uVxqgt;Xg#yqJ19UuRX{2D_%Oa@Az5UX--+fiNL z>I!7K284*x&na|AQb63HPX%gi=4qkXIV;I>*JG zTz0J1g?B1~BxVn--kcL6m@fA?&YtF$Wp@Ufh-~@w=ndH=FJz=)M3HsSo(}nFH5|gJ z#O$$4eNe1Fl=>Vpb=1uOTkP+va%bv>gR|PS>C4U>{Y~SKaNB{xLQT%e(qqzys_B;? zQ(hi7NUEHIsFW}i#4Gj3q##7j8)c_2F?u!;GQF~yqGDc#b76k(cMXZgyh0x_rKdi= zN;U(;rme7Z4nC!yh6fWhL~X`$NqtuUZx0((=x1?ShL zGSNdzKFpp>e`l=(SA*5F)A2_=N;{P8FC!do@Gz^H z(Vnk3o6d@87r6%!Shagj^{wtf(w1N!lhVv^YP8GZ=y3AcTcyqp7#r&m;PZ-wk#nid zm_HhgDfs<%L~(Z8fng4LHs_~+SI#VX850?EO1hB%+%3|r1;fJl>$gg!`Dck=H|JsB zLf-}JYT~Z@Ifs_u%YEAl&uV@yM&BwT1RKX`F}G-WQ4tHGYWL*4rWX#L4bD&=E6)Y2 zDr=wk#(&g`+uENQ#vCO?IBNDK;I>@tOmo+u8SoY|E<|g&q~ZlR>MKbwpbxYT5@pGW#VYtLDUq8wgV_++`nI{q&a)4{HpuTY=-y4q1=RXM9n{#8nK+%KxH zWqtn5CG78E?!RZT`#-<){}Z|R#$gxwgrq^rKWIs7`mtKM*?;pD(xM>h3Te&YkAP@w z%1=^GQ*$qa(3-y0oVV?I^FZ(a8jjRifAvD4$2rsBiQ?>D`b<@tUag z?{dag)()zgZT!X+#=86=>2w(`NYtQ)AKw3_NgeNS|L;Xl(T9+cWIAh} zNXjH@4U_uXJKw3Aet0$GQuAl_RPmpV`;RiPT|JQoVDoRDc4`tZwA<={Eq2{qY0>=2PHw+dLs5QVmgVb1n%8Z5IPAFCriV-|(B zJRS0X=+I=m02KzF5Na}SD9770y`0SB=wq+@*`X%X^}ZbNiWWv`Izav^_yJ2z5vz{Y zd!635&t@5p@W09nh8_-t8$ZA@@DB^v0|8q=jLTg4NW|Do4b5ra1ao+Gshg-QzV;r?UQ=nQ5$jD^!n zW!5h4O7D05(V+@IM)_YU}>{xW@qf-Q#<=Jh$vKojrUV~kYa;s`Ukl@p{;qK(K}@3_hJdCl@D`d( z!8|*E69C`Vg&F#cE(tnm!xz7_fZ5O#*f#dU)jZ%2S=|px{+P5w*0S*kVHp^VRMolz zsMibZJU(3eCpuAxGbs@cUmr+M24DP{QVH-)K=mak_dGB?L`d>Ok`f^ccrVyp9UJvP zP@_{?qs|Vm++cYxlT5y#jQ4yjQ&YF5(>bjEGAiEn?7(83jD4)VxO~K>*M<~{t;*px zEkYy-u|bceaPOeZgt+jdDvz+UTl!CyoB@AdbCz7w>FPmhUQAC)PSYF54nJ8P3!g~qp~3}BUy zV~^9Ql)0O@ixG>u%`9%%YCeWx2>=qRE9NqEoQgJs=CZ{n@=W&E*@p21e6ox_WH!%d z_nSXdbcl>$&{y#c*GFF>z~||V#KqiUP4dCynbhc%yfBN<(O2}>$X*`9&aOSk=vi8^ zc&A!rkK&bKLOR9Wonn;+>d#V%?M`u(=_#>BRZSe@m7X;~;nT&wRGp;-;1^E|i*nuf zk85*u9@6H26h2DYZx?Gl#$6?uid9rUu0eda}iF>}b&ILm47YSs_9L0JT z5%}Cpjwf+AHzI0ue+-LhTSx<|@s+tg`Bl6<4uopO>fc;#O^Yt5<~Xc$lN4kz!r$&P zuZAl!Qa|GEnF%;3Z|4ZA>Veo09kawX%5X3*Y#DYYEX;aZ8GX)3E3gFd=!@lp4C?+# z*W#=bK*O#~Rzj12Nx+P`aa&_o7a<~$$0>@HCiVPLE~VjXpw%s@m+;t#V{_L@Mq%ynE#yr9t;fv+T_(6pL* z^j}3w2I0R@z0)qK* zzsc_BP&L+Sl-NGs+v}ie(Y|onNh$|s+x%irSkF3;nsKAq_!98f@8HY!7J>o&xZPmL-WeQw0p_d^oTRv&m>fN zq{Jsb1&-=EK4vSMXz^H$=CkE^%owMK`lJ%e0uLo@O)dD`k}O;ir_B;N?Cy zI@G2rTMM(HaySoS@!@+SQ*SWYDX`Ceqhm+S+SJ^--!#0?Uy2CUkCqrylpe`LX_UNa zs|jZJ#1+6M-Zk-fo2R;%zxivon`x>^;aMlvlDJRM_@Z>MgFNO%dsPSdSOLF+jbtTR z`r?;8PRQj=k9+Gj@h($iWq@~6c}sDp%s|35Zq`w+!zF(56+F8+;oz%}>u_OoP4Oqo zg}HRfC>_elqppB^h|>d-L&nBQKWvz%8U|Hpb)tStDbkt`;kA0yEVX(39H&YbR^6E6 z{sn4m6nxd1Q);)@o~8avq^-}$=ak0(+E@RNxoiI`W$r&w4Qg~T+URy5g z0^OyC|5sP2iWJimuoJcjHtr}jpKt}lGss%FniC5=c_upNjNYM*@_UW8Z&)`McWP_UhL5MW1{G}E zvwOFQ?%1BWIQ`AL?akNUR5ZS*dn)_h&p+;$7TLJ=hoC=p|D0sdqdgNE@+DyEczVdp z+vJB{zhs*A5Fdn)%rd8aB8towm)Q?b5bHWJyXHO^57sy1>eeMb;>-<>rq$2~1EQH- zpX~+ZkMje0@eW~jtflu}(U{l}qW`7vkn$793MW1mxiITEJ*soGdz&ir_ZI%lOw

HzW zv!YVbXqp5q%QYdM5Eg~}oOby<=lBoDE+iTlDWX=s=?LszD!fqZ_JHsP%PHJR0EGPE zVLJ;JjGF@{yANP@=)EiwgBaFgu5T2C96fE+B+wr=YNfGoa&<6geu<=}6HK3ws9b*B%exw1kCl0^sT=pLHz(z0)@eiu4mnd^q4~Mf&R~ z@qBV36u;d39e0}!U8Tw{!g_qa3ZWG)^wi3BLtJpl4?+M(__^p#r=P!u-9 zgyUz{tsbqPDfcenVl?`Y_h$q3(534EppcePq#a6jmW+r|hh+#fTdnkUJX3^h2S@xZ z>hbbqF>$3KHMeQ786GDbg+oP&Dkxqh&1pW&lI}}K>flMpV9N^0GK{~y0)!`j#0W8y z#W+#st*2q6#DhoOoY_9D<k z3G&CL`l}Zg%|9Mv)e*?WrdRQ+$NpYR74@I8xJPDSBv`P0w>|BpEVt)nOXKg9+80|~ z&nYLXY**ktI^|19o7sR#ydS=ZO)c`Ykfst_^j=`lHB*-)Y)lxb9Z^xDL7q5e=WeN1p(oa53}uXv1-wTsR=nuk+xpsFHi)HQLdxab?^kk^e2@>S6ig zHXj?`awHcz&7~qs<%J$~Fs??Dl}?}q_I6$MI7L3xK)3mbNF#U)vZ znpKrU*ZEbk`jF|v!+E+Wc5hSZbGJOK0DXHphm+NEZ!mVlrX5R%FPN!+m3|$aQ$b0C z)!0z?aNSfMccAMXG2rMt{?qF~equn<*13YsD8Z*_t&)=}+ATxJvTuew`H)A(B)>Mq z@8?XKEppJcV)%koMRYojf#nV~JZETjriV+y%)XALe`s0gj)JUJQ2H~&pI@0|JY0YL z@weBJq{+KVZ?v0BJXENegtH=r>fN@%v23O7jlP%eGb7~99{v3B0b5qrOm}m%;Uz1( ztGU>*A_d>G&KK|_F?tqKnmYqIjC>3batESR$rJeM+x*9B?vKo7oIWTB=@SYXG0%t> zKCF1Mot?N_oZRqMMKX-O>Nj^briO33Z?}uln)9*>AXZ>Lt5Wt} z({)x%(ta!>w(Q&3({m{CH#R7iDSfUWxlBDf7}8^bk<@>B=rwy^8jBfzRSx6a+mtnm zbPh=)*-Yc?qfUAA`x}}GS>ca2F=F>!JE5CdZb-?f{}^T=^OAXcoQXKQADc>_IOgm0 z{Z=qYADG;7(x}Zab>VRByfOiwm5W>F8JN-9Wk_jsI-sRmLGG-U0!RCk(_1v9X6j!O zISyR-#!{5qVpiR}m1L}#jU{LN?ZZ*^n-XpgSGQFqWR{+kRlEkV9E*~&Izb6%dw;ap zW|U=lH|e6t(_aqcHCZ0hwnjbLA!;%c`Lw4%=A5*g)x##SlmljDfcFc%oF%LrQLT@L z60hzm0?1!sKeYX9@FM8xS$)>Gx-;BBe@h69eCKfbGq*uL>BZ_Zi$yyhr55|w#lsmN4Ngn2jUZQC(F-O$fc(A?U|*1 zaSW-8{(Ls%=Oc`cN}Upd`{$mab)^r|Hm7|&;HORqWQ3M}9-aI?F5)T-+(}#iBl~gI!_dK`+-z)#DsJE&;?N864|`SRUBV()BBgcZF4!Uwplh z?&8pZmVq9q6w?hB>CE?N}D)iZ66I+p{(mV&vaL2G_42}fvL)3|A8c2Ar?>W?VY02U8jxm2+OiGEvKQQp_ezk< ztPCc;mg=-N({bboaA*sE!p&3rEf2yISF_C*l5biYoMhb?H&x zfTX2815Iaz6wvi~PDLgrYf9RCbFsxNC>IvM(zM^>=onvoryp6Q1 zPfDP*x*P-Z-mJH-uN}Y-Tq^BD!WE@*J_5>n*aDm6!>ao zhN3K5|6_Zv>Y^oB@u?1)zY_4}?Zc6M$Whq(_ffdxoyaT zF)Is(paiIQJ)mYiZp_6BIOxR*$ch_f+Z&G|2*LbJT zQa~CA%Ogrw<+lq1jx3;YL^F!LOjQaVPDVukUXs(n?m44ky<{YS2_Xi?wu9isv4Y6& zYhZpvibe51hJnhlu%ogk7Tyt3h(`Gm*7K1HaQuoA3Vb6Z4`05Q22S&tj<(C7*uN;} zL?sH{o7~8&bM4$qLlhb?WW;Yq&cS=l1dI^A?u1GJUdFzC>TyS7n8pg29Nk6vsqQf1 z-Fzu@8r1*e4U*W=A6H0^h{ZlbA(JY!nx@wt)0Zm4q!Pcnr8<7g7K~obT7PL`bQ^K(J4-OILrir?Sa!|D(&fIQm|3MMp5ybDTizbM81Ae5({8 z3EJfASQu+WB? z&lG$t4dD-2Hz43P?hal%|IzfK3DFN9RAyTAcEr($@_L{dm(Ot=%fq@~wGrgRYAI@2 z%C^Gw&7M=)<^c{$4&=~UY@~W5SpQ%5av!hq7@UkXoG4Gm?Ftq-uf%)wvuhq6Y*_N_ z8RA(iB|Ux7B=B%r9);iF16`7Fv_8*5Bhm7n^;52R)y@nex46X!irhhGwH{<~UlT>n zARbdh)(bMA$ct|XzzkQ#UbSZDVZ9GB&}mK32o698-LPad1dbbHhy<()FWZ@LS*U)S zblW+VBx;V~jWGraLPg|qwLlzde-l}Gap2~Gzx9Nhy}%+Kf?-8Be?7(_agFB9-(ITq zC?w;d&Lp3mx;9YLIR%q(JaR^kVdLL=gfO%gedn2&cPlc1hcX18rQ~j(RD9Kr3d|8! zij6WaQ;%`|BwgTF=!tgr0xln!)78MY@pvsWnb#@?(hHhafakSfvm^QRrbnB^WyE13??=^2%7LC(-zkUB+II{E;N%jvu^se8_hWPQMM~pz z@oB6KppMo6uQSEg5N-7Cl`zV2WY<0tRb~vP732m;Rp5l|DMkDU2%%|vohS?OTeSIOnWd@cy|)^WKDYe%B9QeR7ri`k?2v} z-5!+jT^n`Madf;PN33{LKQ#zJqARnBEjP|Bl@ioGEVy0wiww_8^cJe8`evu${Roq| zKfQPsB#Q_vztLS~sLk9t4|~|r-24;R$k>H`mSnAe0<3MPCci-#j4dZgjIsJJzi?_P z>g_B;J9up;_?-!MuAcNWX|c@jXlWnK|CDmM-x65xw&QOn!f}(r!Ho3$N0{-&4FwRk)PI6+!kOxM;x#jd<-gVB zCud4Vh$lNI%(>#T@#ha>@LIoG(+08gBAIJ1PdNlz{7Sl_V*Tbj&MdF}gZyFre^PcB zjV;RCWWGE8oyvoWvTo=k#*P1p4Nv`FEN*W6@9LvCSLxD> z)PjGC9ue^GLy!HNukHX9r0Fog2k3lLDfRPztqB0jwvmLQ*rqZNQCr3`pufJ3=tKc# za+uu)C+)^(QHA$5$AO;%i^png6Fm7Ebk<3_R-$>X)m3Oy2a+8=`z87#k%32f(Sh}E}N?Riso}p2DB{B4G0S~ z+k5JNYv(QG(<^491jo4=I~1AzVH}OpO+;~8la2W2+8&8MlV!!y9#=?BXw zPfw^}2$01(9gAPdp?s{)Izpv@T|i^$w|t$&J-dqem)9!TTSu#@=i(1vJsX} z%<0oNAujWopx$Fp19hll(zn`UaAp1J2e~Ss+L58PR?2VIFdOMBu*m5y@=yP$k0!J2 z#@SzcyG$~*2J=^3EuYwY1AH!*^90|cpfj$?{aWtv_Q4?n6tx66-P3~sbUzr;`vb6| z*hxHwaAll=#>BAtett3UZ6w`{-HY4@acOUW4OF*uZTwCHNVO4g^tJx|4qI?Dic466 zx+g3Z5Yp>#A-oGjMFU%r1RtH(bll~AdiUp&BY;hO3+>SiqHYyzZ1sR zX@8F}20a&8u5@1(TRgvDr^Jojj;|^}?;m}1#GvC9f_^AJ5_hUQGh68c#|L{@6ZF9} zNW!YnUTMekyUftt9~8;(83?78`Cr2Gs?wWu+|i zT~>3YXi9|WTK8YiZH#ZVRuEUz<><&}g25$QsTI@$wc=-tagmk}sVF>ur8~%tvNsQF z&<%r+$stg)eC(Fq=B{8RqpL!N?D1b{pcKNJUVV?wWQQQ%@ePxun7`;c|IGyT)`vnK zNrOicflAyi(em6iR{mc&Bg zz5TrIz_Pr>%Nj@>KgY8mQ?d**2GQ^ZH(Gb6vGV)h^dF}9N(M>pFkRp3vyaHJXm}>0 zR`>=w+VIL8w2#qtxg|HNG?&bf>Er4^kygDA59g^2;wLo^8qX zo`Tf4uc+n*Ir%i!rm+I!bIIPhS};L>SqaWvjc11Lr-ToNls;k(-DYcNPhFn;$fd_z_0DQX4vlJ3${fUPE=3o&&Jch}gzcsMh~4wB`-+tk`n_Ootj$>N zp?2brQ`7&xXi1PPIGv zdn(H^i0Zp~({3O;qZoCKN{q9`L#m-zG-Nw{`RZW6>N44Qq_Bg&t|M1=6>U*JGHf1f zam)_c;6|BftB=TD@i_j>Zqm4<+O==BEHBTg)fS%m_hR`2L-0%XVxQ6$BZg+mMWkL| zQ@d?-8U4=V)BWdts{qQs`_-ENQY@uKk%tXqi~SA8nBR$SZ)0{D2@s59ooc3kNbL4Z z;=`Yg31o`%G*dLs!|SYpi#!=2SEs=i5<fP>%H5`ay@nY^!n3VSN}o-bcR&$sm*QUuezmGdGL@o zg<%7~bsd#JM<51xw$?$qR^ABUcCtU;+Kv2Wi|l222a!TCu%+-FdM=inSq(|Z`hS1o qR$cFXa50C)tiJcw?t8gST8o0nZ&-6ruWg3No*C+y>Jqfi-}-Mav;&C% literal 0 HcmV?d00001 From 1289e915a6618eed710905a5e1dc9ce40c62b32f Mon Sep 17 00:00:00 2001 From: Hugo Perrier Date: Mon, 8 Jan 2024 14:57:33 +0100 Subject: [PATCH 2/4] :memo: Add segmentation example in documentation --- README.md | 13 +++++++++++-- docs/_static/segmentation1.png | Bin 0 -> 14201 bytes docs/_static/segmentation2.png | Bin 0 -> 18793 bytes docs/_static/segmentation3.png | Bin 0 -> 30861 bytes 4 files changed, 11 insertions(+), 2 deletions(-) create mode 100644 docs/_static/segmentation1.png create mode 100644 docs/_static/segmentation2.png create mode 100644 docs/_static/segmentation3.png diff --git a/README.md b/README.md index 23ccb50c..d46aaf22 100755 --- a/README.md +++ b/README.md @@ -64,10 +64,19 @@ This email segmentation can later be leveraged to enhance the performance of mac

- + + +

+

+ + + +

+

+ +

- ## Getting started Explore our comprehensive [documentation](https://maif.github.io/melusine/) and tested [tutorials](https://maif.github.io/melusine/tutorials/00_GettingStarted/) to get started. diff --git a/docs/_static/segmentation1.png b/docs/_static/segmentation1.png new file mode 100644 index 0000000000000000000000000000000000000000..b87bdbdfe3ef6c2b66afc2f44aa614a9e1c7b1f2 GIT binary patch literal 14201 zcmch8c{o&k__v;(p2E{6OA#tfVytC(qA``N2HE#5mF#5CGSm|lLS##rkYOw{_GK_r zQ<5c&Z7`OQWej5-!;IlQO7C)A@B3cwa{YdP)Zm=?p8I>B``q{E^SSR6WpG>jFqa?~ z2M5RDTQ@a~I5_q@06$X?{RRC0y))}H@UhR=Nc#o{y5lqj_~lQh>w4EYILhL=w;T=t zzjHpkY3a+s!Q;34Z{O$x(MKE{%13T#TsL`Sw=lw;#M{@nxLo}DG8$u-~Sv43=5ean@6LvC~wkboSrQ@l_1muP0h^%kD{4nfu`Y(ommic@%(7x z+haElosBql zp?9cqWsKh=uyMPxO;M=2IaBfT@m~uaLS5_4>qYgJ^p@p_-N!{(?h}%~mrrFbi6~DB z&-BCRhN0CwzfZmSUr*JX2V<8p;q0~=g%XX;bAUy_bzl83tTAdfA{ot;pPSZ6n+Chq z>Uv1iKK?p-?1rR>zm&hUzl^_ZQ>t9%Rb)`i%YXOGxY?&EtYfQ_2{tD9HN`EEYgi|~ zPKapy-pq<2u&5CuC*t?%Pfl19a2pfcu#>yq08ZmQGiNntGiTRo?w5Szzy0-s8KJlF zqQjmAM&CcDlzNb>4GF&&=Ga~Mzb(tfsgt(C2X{FMdb#Ilt`lH~IXhHJY3f*@XYXnU zJ^i~4`Cx{slk>9v2yW-V%(P5=_~|_(dVjpPBk*IqX>(8ksCQ7^wrq#Ar4U~DxBsFH zNfM@n?aj_`<^k`cHxp+@{n49{yf!mS7kNURrOsrH_MTyi(sNhlY!1jegom`%RXp`E zO;8ZFx(b)~tpB~0*Ew;78KwFXAO6X_A*&kHk{d}z?l3*-53sL9b>dO z)mNlo#u|D?{<&lDK)6Iy2D7mFs7;1JXydkt2V;C?J1kGuANjR|_pUi%z^Va#pS$xU z%@yY818yDu;qTYV-{ybu!Z$>Kiu;-tM!Juxby#h8lvkmfG)owDJnIa)^+-f>)+sGaarZJpD2)@%+obt!s&1M&^Ga(> za_Op7rC;oAXpcUmmsdl&0`&rG-&SR3K^V2&POuMKkvKf!4aLl$aX19NGbMa2e!;W7 zHVWM``0Y|>HW5U|A(?tvDq@$1{Dw~H4Syw0j-P-A?;k#@v)4`DyEksejQZm7g*9WHwF?@nv+q%!%nDgn z!iNB1mCc2{X#0vwqFZNB*{Lg->)BIQ`qXA=%*|dmE-ON?nickDlVkVR1U(h)i*DPP z_ydWGBGQ@q6717cO)!g{w_Xg8rtwkJtCj7@b8}(Rq+m0`sC^aDcKt1Q3$FJzb1@fc zKblu>jSGG)tNlq^?Z={V)TvO$p+H)Y0Fx|fC24U&97>6KO(Xe$Rh374p3AyQLd=%X ziy^+qVmd7_M)uLrQ9h7|I-}?X>MNx)I=NJN)GkXRVO(WAz{hba{acdU&nPa}pMD|` z6Y>o0;PCW1aW<^}OVex)eX<{QvoiDFl+relA?tTOjw{r`_$Z-$6@ILH>)6fDur#i= zT5XZl@M?)DB|bw2dF?9Lp&G4)SMbTZlxuV^erG9H8axF35__<<`O3t zWt9+i=v|Pm!KHYIgcfV?5^ur%yOh-;JrnHf(L3 zm(+5b>7Uy1ncuCdJyWX=gB_x`-D?&UBSE^kZr{@FU(q+@lv-23zvBXqC^A+5XJc?F<>P ztz@jnknM!*R@t59==SvqEyC@8%5YGU6c%HQ2tK=7TWheF=37LLSC~v4O4B4uJ9DyD ziw0$H5U<#et8_}qNZyeb7=NMT$Goc+1-Qkw8*Ubm1JaGJUwq=dz3#94_roIPt)8*` zyLl4fDvPbvJ-ErK?JZg98ego5>u4xr|IX#pP2EjuGM;4OSpI5r@m6~VJKY|4zbQD} zJFb@9{USwcEN3Rd1))%4RP+4r9d+cE3qtW*c`+rPYp=+>nuyRWK6XHtSj}xkNP*j6 z@3;(QONWQu+A=*hnFCG?EtL;pZJxIx5boX+GxG*XHK^pE?-Z=ON2FVA{CJtVHL0-j zeo9haQp4G!G#wsa@mh<)V(DGB#Lyxmd}-0W6qonZ8D z9KQsP#;W9Sofg|G;U~;V`ATag$(V1x@4GmY62^-kfuG%BfA$T#uVc?IeA}{8Ha0Hg z@4YVtYYB@d^B|?RN+&dn>Ff?^yA$|EI4FInz$Lm4sjyewTyOXK8i5^J>)kTz*)0<> z?h%gQ^l65Q@(-7pQEP$!zV46Rs*12Q^OD4cHp;LD)}Krm^?O$Ol5YFZmX+5>R`Gjf zze?5KYOnr9yn@T`JzF;p-TF`d(J@61z`z{W`f?)n?S4jI+(pkEug<|v?tZ?1!Ly5_ zIVAoA51%nz*q+G}M4bP1X(K*!S68dVcR%g9X=;N)x!n5qrxj;Rz4MSr5a&Cd=uuqO4R+syPG!E1R*Jtq*`@-)uGIt;n+N`I9ku8 zl3cO?KBz_&Nw%bY5DisTvg+)=QWoB3M6S@Nc?%Y3#|{buPfTDJ@%iTIk-Rdu?HZx- z{#!ZULGJ7GgPyC?-#pn&I<2f(#8>aFlK;IgFTDY1FKKxh;tkTx)0xr%3XE=wl;s4e zNB^f4Iw0gF(0s(Gv`x`wO)BhdlX_usL?%16XqX{*dOQw~ty5)0QQ>P&Bl(Wic02%- zBpT*#uFkN|tq-|jl80Ys&8nde#fd;viXQLYZ_Nu~C9wE^M5ag#tJ zqS6rVvVt#uyO>p}OP$4?HFsK*=1N*G%9#D4_x-KcHWd%P z4R`11uzmC#=ex3>%Gz0>S8|(=imF|`Tw<746vk%aUVM9Vxfwy?lPcQ*c@l6~^ms;gaBuHCT7Tk9!i#j2W-Db1u z0jiZc{91bW*@%oAybRv$*F@>bXLT!uZEYC!9Grw%Y}oKHn3XnE7yI2sKO09G9*+i_ zI^=+)XoS-x0;6xLj)0`JIl1%2TwSwa3AU|jFH3TDhNv0xdhDJ$^Xi6jkZzBNX+yEQ zX8w6208Vppp{GaI{GMgv&oC%TgB2vZyJNrxqXGoQ4 zKi;U(7@dMVFf^M)WCU7f3tsWLkNQ{9t-ts)NOx@uiyiOER=+H;`75JD=JFT|>sSP( z7C>_rBorrk=obl*>2kKsw53n>8+yCe-?w;B z@1)k9+p7}bIXD<^J9Xp=-AR$vmcFnh4acWyWhmqsG)canI1#3wCZmr5pR~&E=GC$- zP;b&96AO}Y@zkx=PR3Xd=oTz3%U)o%i|+(I(;;a$X}^1Da#zxrFd;LV?c7-2U$)xd zUhhqf5Oe;YrJ#9<=v%zSzjAy=X?t()`Rknffkj>w)*2c2B>oBdd)NBH37DRq4$sf! zIZ)AHMMddb2D^8X^O(MQ%qYy$=zqjqjn18q>Ah0H)c4vwU13SA4$@CyHN z1UfJDW^1d!t4>7th%ZJTwOEaNWBWp>!|R90>5a>QT2G&DVLduoS#Q@rc+)B(^Bw!6 z$PZ#J9}SrNOLR&U<6mj(kv}y!=Di3F@tH2;_gHOzebgrgxt()gADsWIl5L;Sv}_En zs^8gW**^X2@YcSUy-7UPKqV#B2YQi;%w-vKMHp<&SQzHFm7Gkb0NbRZW2waUC*b@8{-#7gC|no++AY~ z;(hR&bcSty%JbS&leZr(s`Y({#jiTsf2Gw^zUm&2@$~(sgZJs&Da#7CAyq$TE;vIV z@vs5WMHQ8z`I3++6H*>Mn}()_&#Bq_S+!)D-TtU!v3AFFC;F=2tbx6=iF;+kg(NxE zuHc0#5{!mYNh<9w{Pe^l9aL;UW?!1E>Ye7{Hx&*u-^Wql0oYnU{z8}2$RuMZlL2AO zgv8NnJbuiT#~kr4dcc=@v5h;v*H`cMm9LHKkKo~|B&CwiBO#LsI2)I@l6O2h*l5=G zNaIUX7vA}dX8`}yuX%m5F(T@S+58#Xwp`FW5Il6TKY&uac1r$k#F%*QImVCI`q&g{ zYbMG%osfsJ8LzyocjENbM-Ly&y+a;%Rmmn|0XWj8yAw@*MpPS0f;FuxhYIKH*Mf9% z%Qk!;s&tvmw|D*FzA#i3RyTlCcI$6nOy#1~dQaZvPELNjRJZU>0Wnkf)lDHd-sDvk z#3PWoMhT0!uyxuOuI9Lak+LlRyj#@0>TkWi;5qR*$`h!5VQ(P){qd@$(uvKhX^8e>6att!7( zx%Ra-u6C$`+^#@ZhJj*O1B6IoNJjV$rg43!J#1=qb2gCPZ|&s|6v3}snSGPkz(pFv z7K(T@5oH9D%4iiDsdi>fHph21*fT4%(g|aTf~B4PLrx2I#0G8<+?Qd#_WY-0m@}T{a((7H{t{i*8suh_j&t zpgkmenolpvs8Cfs2Ys82kD2032<{5)S|5uGTrzjDl_bZ#<~V;y@Y+K}_;wJA2T3g3 zxBst=8`-QBS$mpFAZ`BWBmb_vX8m-97Eu$*HCLcO(TLij^t=ay<&JMWX7A`6giC^o z%u0OV%(dl%rqNI#TqJGJ?VflL65pDw_NiGUq+M2a@q-egQ-OCR zi>;OwzP;%QR8QQ?S%%gk+uEyfio{8|Osc#F$zLB-TMex??hoPRSImX?t(i4K*I88| z49^{7OlNg23EnImSPSGvW~cEyynDOgVu9|gS~56faV~MP3pstm3!CIvdO$`qIc4r7l+B#fFsO=-_Wd zi0e=P+6;H@N;0^`tOvRei7{YZtbX3?zZVYHgY*UBwOmYKxyHWRp?4oN$^|!6=QgL9 z5=MjOQqhAhJLA*aQ}5g1@kg$FiO0e>CNNtU(>g@CJ5T7G>*GQ0*AYHH_gHJEyJSDg znKNX$Nx&8W+w9GIS_cD|sqm6qxH0k3^cyE2Oj8dEYYbjD81|*!p(bdHEayt7#8ZJR zyXI)XIwL7Fgg#=nfO{qE97*n7)znFY=~{3p+`UUJcvlcQ^f7;SCW70|8`$fvpQji4#|CfZT66qlIJ9>VaDv@P<^_d68LP$Zp(PX=CFkzP&8^N}Ft|l(fi{ zq}zGjT+86NC4X|rJ;c*6J2<^>dsUt(OoIL!v2!dNN^Pu3`1BrM#KCdq3RrhsQz7Y@ zI2+37{@fT@R0y*e4lr{|zgx7(T5VMrLb}9{U%7h=&=&@I!7)fN%7<@99{L?CpwBgWY1oI6`StNdwu7wSEu8eP5N!V%zxh}{HfX%T|RS&alJDi z;7gT@#AY|RwK!?jRkbe5oZykxs%CD9k*77r<7lC3h+1~+3EW?r;r;Ntoo^SN1o?I! ziy^h>lGoJlS3HB%$SpIF=x9&Uku617F8=jdHk-Ig3Ccyp6Fp*?&ULMkT0M3_Q+zwd zc^V9g_YlTrLJhIhSjrN4^!-UECde^GxUx(^fq3u zY<9Ny*ohSp*xu2~S%hcQG6-4Xzk;@cz-yPLKI7@)Cn=>9Ddo^=PlNQQ;%kdQ7Yvtp zkf<9fH_J4RUi|d*+`@;T1&sMMCTtm#yNgy;J#ly)Lo}g9fv$mv8O8f!xW@% z^)wTjt^B?VZpSp1?JrrnruWl7g#C)SbPwUiFSXqKpM|BK0S;QpD!PO*Bvw|Gi-wjzJfn842*`Qnj-B-0wn+$3XzwY!kT~l;@OH2?b z5yjC~)I_7m_L=&*EBQXoGn$bYYa*fwPP|tY8w%|ym|dR;6ZOcfoq1I|wdpR7U|f{M z+6r-2NJO5Em85J|N_$-13VpfI^P}Z8JLstu+QU^P2ll2~2#4PFihKYq{s_eZUHnG=3y)b4=x$s7J|rZ?Zj$~u?n|#%U-gv znFCi$vP@bwSnNWh-1Cl2F4=a6GVUkN8d44Rw{nJ(wIH`~zoZDxBD_xaF_>O5a;ipcy!J zaQ0mB5^RzCnUe0Q%|s+KHgEcc(?iFv7iriB`en{ODXF&X-+heihOyPRfh1&&HWYi^ z8L$!*pEFTiwD2S3w#9JByYjqFS~M8_Radpwl*eBtMNL#yR+4FV3*9Nsv`Y@WomQP| z_>ZlDCO$-K>PtsoVfz&am9g8M*)b0y)^=oK??IPiR5OH;0OUG=F(4S20PLc&4iA?Z5O_W13CBTP~#yN#Ky z=yvH~HulmeYZ1RF`{>=%YkC6ZPtOQf&VBDge?gK36*)1FADBy++#>qUJvQmwT>5lW z!2P@~p-61*g9S#K)OS2qt3%;HCo%x0nFSsrIWIQa3KRQDA#RxZhEDAqmfOJz?3p$l z*~T9=B`%RFP`R=FWX|X&Ya!l2d&zuXQwk z$y*EY6n7GGdZdz&8~%4Gk4eI=t28lj1&hRn9=c>?}&1sT=~nZi$ckt+fM5b01+%G&RBx<8Bg|~W@tec?8=ec}fntMo(8WfEU5n8Sp8Mv(d@E!)h4eA* zNVEc6=b#}^m~29h#LMwbbu0aYp#h`MWp0&(FB~~KaKrmxy~-??j=oyc&4clh+QDiI zsb~Vfo%7i^ny6Z6ZFpnAlc%9sML8HlNhZX>8=*hEJr@W=#Eaz4D!L7&#->r^9fb#A zK%KjYZ3ME0wYZhk4S?wf2-rPxm_B!G(=)#Tc=AYNsSj0yzXh|s$4>CWGo0VRZdv?Q zY@vmD^=5JA1jEi{C<~S!*1T5Hu*hlbS-((SOv+vm-^`MO)P&h91{bh2S%vWa>e$iz z*&Qz+FL#fbsvhk?b8rKG>Hz%Y`1xMkKVANwY`8K@pAO4JRC$MqLC+y4^8CqJ3<$KT ziz|(%=3D}y=iF;NWv^6CkN|gE~Up%&wL2JCazsKr(eY`>c zp5G(;(ooRpX=1!2Dpv$n>|jaDHj4AG@-HpP>Liq#XXGh)a8hj|Nkvcd7fX zFka(5`6W@YNc5-Lo@n55(!1petun{RyT6Q8XKe-V8N(q5_t7FmfsH<#7%ji+nBN(6 zaKk6Z84kG}Pnz^8aXMwn%lBrbKd8Vtlcl=QxY(aFgJM0Mr{|KRQ{<9SV;R+W7AA+~ zhX+{^Og>okvaqUo1-*0+@5kZ7%)wbFR@qx{fhF{xg!YuqU`-;r#0rrc1bJ;0n*qHq@lwU<~ z!Sc0O_0KdTCr1-`9D)ATi&tTD0hRL>&nlr^@n>v9X!{(|0v8begrur4G*7_B$DQdI z@h4_tsYz%`N6d=C`B+$8XsO3helV+l%ZHbIPuw zI0ArP9hx@{;O73Ho*iE8*`It|Olt!!$6S4SRBbl3uf&?P%aEl3rYsADnpHoqda`_S zd4Ub<-T~T^gCZB}nl~v?dpi57@kR058MD9ukY#!0qwvc3YCJ$;cLfx4Gs7Vqygp=O z{5gBl1Mz7B#jgF4s51;OLAXR!^PKmPoh5l2kOPLle|*Z`mKY+ zmbfAG#^`uT%v|leT7>h|Z}%r@QoEOpc)( z*q}Nthg`$Q_Yc@X17=P`o6pjpZuH|$Rv z9y~0p(hJB5ZQ3&l6g6pUd|0Ebdx>>T0HD?`lP#-Ulc@t`xd_)<$2R^NfCSt=&-OHVM^Ed;RHW}5ymy;Y#h~;wr(SIg0DN+$ z@SNjC5>_RgnhIs7Q~N4wGk#Qji@u66>Sq!i%?Lw?a=hq)9_KXV@gb%IXT{w-mU|Go z;7%1JC>*MS^eIHW@}`0S{LCL`B%vZcFS@g#-D1_zxG@ofGjOqbN362~+6yb>(gexa zN2f*@U&Z2Uk3zTPeCsdu90$_NoOWe#S5$Qo{BQ1WFHc<_o=UZ+A+*UZ#GJ^G&8bu! zfcBvuR>JbA>27FmFWe>)FD-bW=S3<6A6DoNAjUix%c#G4((buPKD+<%}-MYu`xpP zi?XfRmyjMs5znaScQ<5rNIh2xE0_(7vps7#bwkWSHDG?Jrb#Q`M8V{S0uPc5v|N04 z^^6v)5J17#)Nx3avAxvur($70K76Mb6_tZ}4cz`!a+hyG1f?osO{Mr^Q&fsL`{nJ- zb|AFxJo-rNa?T;Z>>oVlo+dX5M)wbZ%)Pr0NYVc8$SzT4D@C~~Jw z8!%f$4j4~3f|tzlv9ROp2_TT1$Yliss4m-~(nlt`k-Fsm^~$SJ|E88Y%XeQi1Rk<2 z-m8%DpKRu&rF-1k<3Xj$fpwJ{4W=e&^^5Ba?Gwtaxi0?# zDpdi#_PK3_I(6EbK=Aj=`vNrMuuU-ntX;nn1V#ij7h^>*5>M0rILQ^0*ulcim$z+& z4OMDE)P}X$FToB|9;)wo3MF2sjOmK`i^A6oTXs{#9gL0nmT^w5hPUR;sf7X2&_4Sc zqqL$pz&JxkLyW0o3()LJ#m(rNEB_sHe>lJo#e5r`rEbjgiN1z&fgwFENA&`#Y2uQ~ z7)+q_P^Xhook0*$-(v>Qht~zra%RrOUk5#s3vDLWwZ-o2KX_!VN#}rWr*go&ML02L zDWqKi)Q!A8?K_&1rQVr0qoDMMb0-Et`{mC%f%Gl%+4yap; z*nRAZo_=*!eQVP;olqc=G^M8vJOEgX`tu`}EP=+AbHIj<8AX-Kg8TW7gdhSRi!K|E zcO`Rpa3T8JOe5x5pWR`(C8^YywAIb>>DlCiML7{Jp9`G~vwMT=95{`muxq_+Kn1j! zc|}nr$an#eV4*d7JUAU!AnVp2j8(u#XTtTZcFX7Zrhy6+Hgii8-y^w|C8yd<0kkf# zrB!g93{@oS#05c1<2T&}R>OHizR7a2&nOLYkbEvg#MlYsZ~)oEl2vS2UXByjW##FR zspXr&Ba&}`*5tCeMaCt^XnS#VM3mN#R#sN&>^9|waK;H>p5U=f@wfHItvChAPfUT>*jY6AA>t-ZN~YtjPd=Wdq&&+zGg%4o&^ zVs68r%_DT_52L349UlHa-CBYxr*-L_C%YpT!03fz3xqGf*;Q!B%o#vGXrM%Uet5jk zlU(fqVx)Nd_?mzY-`VzLtuKHWfEzig;$fefbFFKgmHG)r=j`t_xiBOb@ad4(1Q(IPa>-X-qNNG~zTq)h6(>kIDLjFNPB$ zSo;jBIsjQCzaCDk@AQuO3o*sC_p4OJj50>3Pt!O2Ctw4tPw91S(b3kV%i$AkiJtm2 z|8iBv%=6mOnH?$PP(ruDO8JRl@mxmAS&%trPq3H_uc^ivrjI3&hu>2ja|@$~F$8phUuK4KlB?WOg&@Ixk=$uNv2LlX z!5c~_a~wAxF*TdZ>I_t_+;~%;*C$V#JZQC%csxZ8d{bDToe+X~|IWh1PT>*~f%S-- zi4fhXm(^MIgj{xG+ko7Ih`!a};EwA8qExGXsFd4%nU{RIGptNAS4&MD3qPUY+p#n@ zqc1>#9F&g4EI$DrgRQlzA%r5pg5=Bx)z5%opx>A9F?3 zZYTQJ)l1YFNr&`*H>mcfry1&+%Vl8w4l7TI`yQSKdM8(izy=TxBEZmt6r!js|iy?vYD`drKnd=LpKi(sU(Myy2=rK_G5dyR+fa#Mo`A=TE`KW+qQmWAXo+!d6 zu9qJJ<_F4~{;9HvNbTG^f`@x}Z(56(6DsWmBaM}K*_OGU-i|Q9ViqEMrq)bT^Wojj z33f>pFt2H`+fxDnNG2KU@75yNQDWCPROLR{4YXh@eq_0u5lo^h?GS44a;=(nFs5N5 z6?O9sAe(L&IWkZY{=g)T$6$HW7(WD4au1}-Lb3T8p+IkUC4Tos3D-Z8pW(*>v+C)j zW@d~}!AnX*2}r%8MUvmtl%No6NXCEvtbVzN8yFDOB3kj5-0R^`tXj^PJnFsb1y<9R z*3E_u6tdFm$>iQ|L*~}94QHMM@bh!3+0XfYQjM3rvgdGZVqQ}#_=*`pK~NEZ`}R2s zrd=>2O90836-H=wa`vcc>7q7Aue_epqlC<@`5w!`J?^$yb_dpbfI&hcTg2 zN(xl%S-I2@u75eu<&!9D!7T}lj&PaF2Ifv&Dpx;EAfaZCoZJk1Vp5wjOy)KZS|HHj zNd3c`JiuIDo9V;%#fkSo?sL5;+@nFITw|WV#nA;I3}=A;{&Xk35Ew2y`YRU*f(0BD zK+7nq5VPFD{BpY~A!~trarGZQp_2R}aP{`oQJ)k!MCOdCv!HY9uRV z3L#^n1_F`_r5w!A3Wp76&~*HgGakBLTb|XHsBs+tRj-g6nzDBCP93L7Ihx$z+sUyJ zdKv$e0Yg2)ssS6mgjTSFq)yIiJtjXK}UfD-ZGyB)3h(fwqo)RATOP7BH)F z0&(I2Fm@9Pj79hX&&N0HtXAcnZ|RCLyCZy$;c;B?GD+D9sM4DQk@9HOMJU`Mnjh>q z&qrtXYO-YHb<{w*mj7%>?L6Wu0vJiXK$c&@7`ob#=ywaAU8(h%Fkx;c-_6HADHG!r zFG1~IRXQg?vyPQ=P*TY&UjwesD&o4Gb#-uegvZ`!v}3H*-~Y3aXYJXdw8#lqnv`9` zKW;2+aCV1K$V!ViyewqCtl0+Ok3Yj{U}iR>*g-gs(R3qMi&_34IWt?6fjZ4*m^Ohx z=m^TCRY@0Y@b^kLeg8I^%k=cot3CD}M5Lf=qYX$`b1s2~UlOx1^HVs-sILf{tI0lh z5{)T%XFL4;peLoPQQ(L~(aAxzYRKku+$)MsD&2S{m=acR5{C8|2+SI+)Un2Vfm>EY z$J%~0n7K>I=Sqk*d2=4n7LAs>52&nNWp>Ef-nA3+mb4qH)@sQDgx0|AP0hpMOaOM%C+mcm_K zM+?8NuscY_QTQ)5StSLVqGFDWpg^(N<7LM?-5Fq1iQ$*s!|x`3zh6Z_y|4ti?~X-e zTctm1Q}8krfA#x?trqB<(VWSg*__3kl^G#mVaU{mKsbl2i?%W}U)%s<{qp8~MJLP= zn0(xOSEyVcgcgb%xn&E>gpEi_-6;dLN2ldniHR0*-kgY$-J3m*_>)uhHT@#hw7;Sp zmbPtdcRVJg%qEI__V?RMEm2f8V#Ell_>XEgk_=;K-_%v>DLO1vVAu9rnzuF3H}3rV FUjQBH!qxx) literal 0 HcmV?d00001 diff --git a/docs/_static/segmentation2.png b/docs/_static/segmentation2.png new file mode 100644 index 0000000000000000000000000000000000000000..3f307a43cb9cf4f63165da879aa0ee0e62ab29c2 GIT binary patch literal 18793 zcmd742UJsCyDh9Q3L@Po2Bj!y009YIy1s;>bm^T42%-00R00G+5CQ4EN^jDO2Bd@% z2)&E+&aZvr+!FE1BR-Bh6 z<`FC9P0D(S(f^!@;)y%E*o~>H;TqxZ%|Nuo)~##P*(VRrBqmQ4o^AMkz)d%){B8uh z!1bA|O?7t;G0jQT3F!9O$@E#0!L49^qklg4o+;eacIOh)0+(8&!Nqdb80+^5Y@r5C0seanq0t z8?cW<{u&DQEcKW{3v}ZloV?QZIa7c_cZmvf$ zde$6>{prN54tx!%*I{84m9~0o!y%}`VM-B_|p}us!bsSA$U;tid`P@HPzyS@JxQV(wRx5okfqInddgQUFP(v zpZ($BhKNG{d@X= z(Bsa7Nb%!mete&Kll+F?5~fbsvWRYnj^x3b|IT86WHNT}4lzV45LXfb`RDqd1Qajl zkv6MGLoCf|OPd!~aAl5I7bQ5*`-*cHeF1GY;Qewl5>>W=?`K&FCFiX-aWRX8&a%LEr@e{GHb*K00fHi@ znQD#<7CFt~Vh=a+W0u2*C*xV(%=t}A`K{-k{2nVyoL5S=^8gcxk^h_7OctO1t+Xpf z{Td+G-sqEe>XAi;mCPrEjqD2S>J8%1wBTK5R{i0#TS<8!P~ek;rqhj-&p2ah^mTfV z)j3Vpv)ozV1VRX5L^eLjm2UjjHfjd`m4cim`&B*Np*wm`%}Ez0Ub6bh`vixCGsd#C zZo*oyT^Fr*;i?jQHgzXqqgS>F$xTy24L=WqY+S;d4z)moMg~S>~igQ<*{qX-XEUiC5}g@v!o*75}OC+kU|&T>+ftYijKXla;>y z^DMh(eAgqCwG>B^o6dq>-;yIc9q?6ByTn;>c4G|@l&+)zZbRJ@-^X~3${nu{ly5i6 zb0@^~!*!ulne&N{HvFt>bvjjOxL$Z2ow+UUbjjP969wpysy*Hbz5*ijJxuXZl*r+S zn|b^YS+AK1g`?7VGF7TU!R z2RQsI{q(hdceZxwj5ABBSa(LCvM5wjoViu-NLWb(7t^LCJvXQUs_YCngQ_U%Zd!PG zRwm#ATp6l*V~qsIoUqHGYCcI>ribWaximKQGCf(%t`a(=pRY&VaciFy+BK^61U)!m##;` zQmUg78v{t1=o-@@4G)BS51DjrHUWQx@}{|e_^nd3qNnXW4Mm1RV)+9|0XxOjNGXG} z!yeX?uFl7S5TG?sX?hll=1VzAUJh1E#umAdP!w%nA#eC|7|ZnGc+5KwfzMwbuciNr zbpwxI6b;k(Y0n7z@`z`3t{ZK22p(y*>6cJ@xDFy2>b^4(=c!M=n#9d?Cf13w7OYnD zk#9utWiRd=G1yx$y1JcoyUpinW?G39BbW}q_s@IWCfsl;(7uE;0Y+^|{T{hm%O)&P zt4z_9Jo2e-;6=(oWc2b+F|XG9HZLBIu59=W#cHXE3aqL98X-$)G)-wQKJ-;UdsRMU zm5QoL>o1nHaHhq0D0;g|UsaepV zPH1_1&+nu}{46bZwcQPvCKp*x_jVGK+i#E|V3)|sw>D?7LdjawZI*8eu7UGel!R?` zdxA8Mq4yHigy6;M3#O}#UW-2D`^}jHis0p+tIjSh8a(h_Zxa_-Aaxn1#1Wg(0kgFx zoA+rklWBACmMK#krN~aZw_%0yocP({_?V{bJ+96v!qbFF=cAK9nSGFtXJ->#r?o-d z^4vY4C?3jxQt8Sk9S}R`I%yJJitl}uMs{d8SD$w)k5sCjioCyt{$aWVED`Mu6)Rn? z&-MY|WLBT^FCDQu_C;(pbm~Tw){>e?F8Eu0@NJbYzoiIf{%dgA3r#$xl_z#O9+^Y= zGZ{KHb7O;nMa2D^#_&8Anwtr4pR?POe3YV0#{-8|%E{{>sHU`JbTM6F;Zv@f2udLdo!1GHxX9L~&51<@vsy-#}uMZo{pv%s=2o)8HrYCFssT0=tc5MpF$Q zCTj2=N7&$B%-3wP1M>ni!@ z@$N3qhQ;v5+`n6yDiJP>BR&2H2&S}^iNK(LFg88 zYVg#U`kLHnTLLMn$+M@bzDXo*GWq>zqe+=tt7%DDcs^=p%&K^I?SzE8e)De;d~OEr zaHTlKWx}B?%Wc}HYQuuBLZB(dONR=$eiCH1)prZadqg+}FURPAplI2OWZf67oaFY4 zdzd6HDsFHx{alD%`E;Ip`Fk^^eA8*S9d1@bvcNad>WmQX8}+bu2j|V?w+;{6e^@ zx)2A6B0ipa@sDCm+$Oy2#(iOQ>0;JYLBM(i*c!K+{xct7lxs|Qp3?kh^PMsK3_5&B(pfLwUZ=-#PcumM zM87lcV31o$v*8p$jGjxcu%y!sNv>n;2G37&2vc4g^Rtq{!LNj^!;Nc zQn?&p3ex$A?H&_G?;yj(_D1-9r+xZQs3a%GZe|met1{L#;hBd1zTaP4E1mA4`rZ}5-rdHf^uuw1V zwLVcXN~@RI!J0C``#OvCw&mnAP#{9=`*(k*Q$F+VXCWN^-&n_2xfRV~`6hAQ4^Ca&pcAXYqYrskf zD^6y@RZz&n{m2wke|4FDC|4F~g2wJ`9%pc!oIlhw!MYYvYqs^H-XOk&m*Lj4$(IHW z(znV-UoKbHty{{s0f>z8=uwPFDo1f+E!RmdFPuC9{*%1f0#%aevp2dNsVuQ9T8j?t z?TFQ@F$tSi(KvlW_OM;biH!qh?lM*H;c**<3N57H`+x~1BA&@ku(hPn8PD*nMyTc!I{Q^XS!}C?KKd$gow929l8Pgf z+)Ybf9S5bjFhWLRjDf4p;pB#IOy#ui(Zvl}RxJCl`{q{?z5O^ZRmy~d=7#U|BBLaX z?#8wW*Veae>()NL>`9F4R}D9IiOz{!{J<~PFXlfXw9bV6>jm4qj(O7H%P%#8(^*s! zKU3|LMU(W)3yeIvUwOF=YG}=GSb8tESDBi5wD38s6jm*mzvrL(RxT_05z8eR)S)x# zVRoB*PxQ6m1Ha-@gCG$Z4-ZW|B-Cg`Nb5{zFk>9n;yURv>`j@TBo#sOV^MUYp6~4S z{V~+EkeN6PW@@T>i6bO|7M~ZIL6@LzwqiLqbiYz8tr=nhnZ?}MK7U3#Tl^o@y z_#kkPUP-D;fi1eaRdC!UhEcn+AevZwZ$J&Y)RFWC&yXV{tia5>11#GfIgjz zHOcvTe!tY>oVnzY&U%S)u3Q@{17<0z^)sgF3PHZaVc8)SHL0z(^|jljlMrP$JQ=MV@t%#mJi; z&xyx^k4k{+J}+`9T%C$hikgo23K$|%S#gm;d@MlFc>S6b2yq4#a>mEzOZ$e>5P4ddCv+_L~>qZwW5>(-H^1;vh{YTy$uFDKT&ZQ@FWg} z-&!4B-Vx^NzOcW#lo8&u&lVUkIAdt6X+hFOyU(3Uxz$Fz@I`geeM(EqL&W2u$GU~y zI@x~mQMWLBr>5z+)L+u`F}S=s$3>(DvY)gF#kZAz5srH8de>NepZt0Z;mf1+e@*igyq zuBo|ql#Udf(Vgqqa4PC>$rasC-eY0f&Ip~5!qe<>r%2Jz(CHv`t`xo{ZMJ|*Jd2bz zecOH`1y&4p1P4C24zX4p42N6`R5gjc+Xl>5{XAuQ${e*h_ zvdYOVhlft+%EH6Jru@Sy_>@c(DaYAWz0><2!!QLp<+#kJk-7}tsDLZbzaN`tO+{om zJ&|Qgf1H^n6__6RMmRY4%5Iv8`?yWjyvgIB50ucwzmn*SI(LbRq*%F_#U7Jnha!1~ z-%|23#JwtezR;c^C*P2a)ug(-NHOrqGS98c=PHYIBZyVWnvSGWo<;Y$5Im}C_4?mY z3Er>FFM_E1VB7b9xBv@m-qjd&JxPB3K7vPhA`&VDd+>-jLQBW+yM*-h+{hz!A$Tu> zB-)D>dkH4&L79>061bf>l){v*1onT8xiO#Jjc*NLyM`r5QHe(pvU>)6Ts{JkVmscd zsAFGXEOf;Qo53(EdJQXQt+oyUuBepW3RVJZbvzT`JdnXp=DYck1~g2(eYdGBRP~HE z2?)%bXl-QR3pCi!eGMHjYMrFJ>(V(Bn3L!rV}*Lb+3T>g)mA0_5sl<(Tuc^YCC{Ke z04UE<(WlcUxYAJ5@y|97+hL|W30WV?p?H3HVkcC3p?y+i*F#t^T>uPWMW8Z!nJ&l3L|@D zPxa;z_ZXCIW!#xjCELO-tZ>!sFMB^`tkTjP-Qq3S6&^RUaaaRpG10rd_|vJG$gkB= zdWGVp`U{P()PYN(i2kuIY8sw&U2y40ki#b`R!&9jOn8EamJ5hBUB9bt%bTx+*N;PrS2l_?-%az)QWyV8kg}{(1Gi%8#{5Xs%pF-G-k(eFChN~`Uy`6!__GE`qtd*Db*s3*TL|z|m zC8s$^=fY6F1eqT$S(zT0sVOAV%^`Fei zUJMj*=|l<`aNlXNX!aC0F7eX;m_UGX!yqr@j9^QcdLU2{=Xo`BMFn_aChE6+qt;Nb z@8x0KA~u+s*;uZs;W`9@=SmLEJPN6sIp}If)vG=zZKGW07%!dOk?P@x)1v)h!d#@I(|-PCf-Nb;; zZZZ2#Pc?-)#0=V&uTMjh5%4u$z+B17XcEcO^;KxOTZ zctN-|-zBG6MZpgFjqs}=TED(x+5Dx{UR8F{NX4WZ+mltE_OU@2c5>%iT&f0he%I$o&)seQ|Jk+JjX67;cUBL${MrZL@u5X)+_zo9*1Q|v|9Yovr zFp!A2O9Rft;3~4t6VXIDAKYUC&O;eS85jJhCEx#Hxam}(MJ`G-_A21wUzHtAQFfUD zF=9r?Py9X1whG?6jfTNCPzpRkZ!3tp+3|Dn5rJt1Q4J4$C0%Zj>gh0g<0K~h@AQNS zl4BOLm&MpRTS}u(l)f7dkK02v_d+A59}|&j1o2@Fe z3v2|lrF+c}c!KyI*4xh|lq@;B@>XSiDo3l-_&jh^++h{Tj7m60O+^uBeByKtq?A0~ z)C}@B*;TS)bwaaon;AR$k(!Z8!E&5RJfJRYT0T8;K1yJF38|FWIisG9T&V_34-0}M z0VFfUiFu+YO~R$14bE;4pEU;}oP>F5kN#*Jg&b&Ys>A24XOu^zZz`qb)00D@=yFpw zEaK!KO)M!M`u+4pW0=@>du5Fe5F*OOfI;n($YP&4j7=zG7?s@#F@G=V8-=w_`dUP{ zYqAxSE4kS)t8)Q2xQN^`n581?g0I{I0yW0G@Kd9Tgph;bfdR|3qmnjj6R2A9d`e@I zx6C>}&YO4(((FDsbC;6X-O$a{8{K~bgALiD_0I#e3asH&`y}P--Us~I$2GT+yGepB zmV%5~?lIbk+IR&pBq)GOdp&7>r5OodMSU2&Ie!P=@`j;H(ZtIo7FwxQ2@^M4xI9=| z%s%a2Ot&F-dkaENtUF(*|IRM8=jyyECHaQVgCGW6hslVtv&`MD%Y-iuCp}2jj|vyz ztwPQORwy)SEkskCP+(vokL<%Bw86q6NJ#(8+ELpMuxnxqp+NldZ z4c?5}CLf5)Pq=gE-)8#cz?1nn<0rw}zC*>+h@A5N#fsD8_qJ>hPK=aKr;@Mu#-K(r zz}}&JnKb|sBsjGbu#OA6N9_$i>f}6oZljbM$s!>5o71BB_U$e2#gPTEqT3v|KSrc} z-9|0u9-mxan+_(;sNWr=nGF|6I#&9AIxuc;#xFkm*yj@~S%iJkbFk97^l{O>H_t@v z6@k>5eMq(ELroL$IR;9RmKI;4?aZ==Ej;vyW!B{5#7e_^vs2s*r)+uQsQXhoHWBSQ zuxh9z=LOz0d`N3&d~x34$FtJThltf`hr(z&tr$`hiJQCl9kXu5gR;5PTpoCD$59wD zzQCSSbBGMj@#S)T21)`1 z>l}~SNA@X^_vcHo+M7wyy!IRvO{(BqQ*5yC+g|j&6qVAnDVwwUPH3vVPZkIAX<_5h zLOJn>IZPAdyC`0wjZ2QM@3IkW@u@Ga2Fn<0ztIo?8sntv=gWr0tUIXHc-Ug@Pp7f} z9&vf!o4tGbL|d|yN{lKgw&c(YU2S*F!wd$}=YEbiElI|*&c*G!XOQRv$&;OaL=avQ zqYXuR^TU~$Gs1EFscG@h>rz+Du}KN<55w*mJ5Y8x9gzGg$#G>NR3?Y*dy(%{e&&nzec&jnW=_b|9;+t}z2z6c zYNQ_UBvsp z;w|2*?(6e08dL)Rl3xB>UDALLUfg(SIrcKa23NaMG_K5=X#e*iP}@6t9!Af`XC`@e zOgP#*w)X&vh5ZvXPW`e>K2cS6^;@kK!-ig2;gYA1>_UJmD`%%;-%No>av9S3^ssvF zgY})T6tSA=(ly_MPUq#-(dFfvhD+v;l8-x$a9@KMKKh;{OlP*Gcw|pI6rErt4^?ZI zaPmhCUO%_m`YA=%WBXegv%)3fA*Pao)XJ8}xZmwZeV|U9msqm9smf$9;Qf(si7xJC4u1kWUDxzv?$OdB1_2Pczf* z?EwPT+@D%xd&H#wr_a9PzT~mJl~F8ZmyE~iX_kEd=wfohsZBFQxsJzPR?HZA`y`dv z`|ggW)192TawMxMlfezHI0`%EiRF8gsPdw`ah~E#4@wv_=uSU19QxXgsC%=136#^7{8CS;n zwwJR>y?_ESuGsHn#d*qOF$<^^vv3(Tirv;w=%yH?U=p&`_pGm-vEukujgAnIM}Sq- zU>0U=P(#)fU(Z{0ZH&vx$`Yd=8KrjeC*732Hp-Qi)PxY=>&)<#lR4JWJJEgo3i1f_ z%kH>H3WnB)xI5&dkObR!Tb=qxb}^6wg`mLaRXSSw5v|shI<;#>bz|pckgzt1o-E2G zOn$MgyriW9m|;I7OymKT)i_YtCJ1^1on2ln$Mzfz0R|K2KNV#mCZg?@DBuMHA{>AB z?hAf68c81w)L6A}Pe>S|Se}Y%zN@IN4W@C?(-l7M7MiZV(SUffVlNKRT=TBjh;bqS z5O_q|MfodtT|0W}hhfi|J4QKPY~E*ExqMUq{X1IkpEE(r@1-a^4#= zW`}zP)eceNj_E)lE{6{*R<0pIPSd(Hq-Uqdn(Y3fs2_NiWLvwOJ<&Q}b4+h`3FCV( zAG5fZ&V^7L6a3C-?^lEE1(KH_Nhgp*+$RJ6` z&hR1kf!Z|q0Xq<}wxv?}$pO8S9PSN;xJ|hkSusU02i{F~=@A}%O!LiiE|_(!r#aO) zRVhV8fQl!v%J|8O_9W8bolWKVL-7)89S#c5)lWINCuV(a2`9 zgbPE&2|q$?mPcMn_LWF#o!;rmDgtqYm;HM^N`g68_rMM~C1t@Lj6jqKsSZg{vU5>~rl@oPZ=&CTA zFEh$Z6rqNrGvAwoz=@L_LCPd41Rkr|ws7S|bt-z|v<@U!J|iRkX~kQoq9S@enZ*Nq zAQ4T`dG-6YOxLBh8kt!3?S`K}LI|hO+sf)xyG3>D@!eE5AmW|9aXV$gA{Hy@#3)1A z{6=+Vtm*7zgCOhzs&v}DAbpFRyfxtXrn(X39*=31>jOfvpp9;k=t6kei&$tQllSHm zB|ddft4npzg#1_vp}MWkUlW&Y5=L8^J0?l|6JTL+P5&P z$9O+0qy*6pLyA2`)SF}yI}=N6s-`7Q)(6z|7HnW~(5~m7Jlm3TsarWxoebiye}A<6 zux_=i{@umYeuHd}Y{#YB)+J8_oxTE!OiHUJ)t98fck4(JCU0m$4NgwqZPJCyNmU4b zu1$m~b;k?jo251aWkr57OqBKeksv4t&^+t}NxHVs?=OR|bzL#LtU&ehGN^4AqDA#r z_BA^cT}oqy#*;bql7{z4 zGB}A0Iv2eT6Hv{C65R)v$c0?Yb^AH%3BUGgHgi@a{~6*T9>N()y^wc_NM(quTo8fF zw7$l&4Klu!(O5y&mw=M{wwtaL_1Z>awC!{7UmsN}Ye_lAGYx}Yt(A4T;MY3Mb0C}w zjQfIJY7C(eNC9J3ODcSzS}Cf*S26+9Shjtx5QfSCz&SEQUQ7Et~ zSE%-CbM-(F=p%#^SJGXdUrS1+`f$NuO~BW?QLxo!CSAI4)@lrS*LTVdjTF1*1Sl-H z3j=8x`mV_&yjN7R?_)hl>Xtp>f8&$(UjGCfh}$LNf&8s_BwLXNH&gQsx~p0;hkujL zb7V-kX;9rc>S#ii@zB$N-?V);VPjbYMO@8j-px@03fvkJJH1lxApT|22kEC~3FHH< z)-n4(08tCGP-58B9)eX;9CLe`GSWM0BbF%(92zVA=?p5%P%aL51{Hi=?2zLJ`(I&YI7){ zZ*sDuor0f+@3OrkCp1DOx|qmVbg<{0)6R*228PK@5{-RCF%1Wo4R4t1>=~QQpCezo zcgWH!E|%&e3z2J%2-m>dysIUQJY+naJh&l6FuIo~(Qd3}u@cBNQ_kZyCz=mnRntCh zf@1I?%^*^fuN1UXU<{hxtdTs)RQvvdeQUtYFeMOiQV&qSDoH51*_t+mU_xd0h!H;h z(1rhn{sOCsC1}KxY0`y?jbPt^I0d&~xMY0Ni%Tw(ZUBbxvUKe5_1(FjbmoZ>gjVmt zMHRSf`~ouC=6SJ{%20!C$*ZHUV)gC$$uFV(%?^0lY|31s>?l_{Ok&C5iFK`=f3)m5 zl&PRuIA4B&%=q25m7>mZ`Hx)k;~OPXA~yH|Yq4ir4@+^*0&!3UN;18Y3DM5sAkyX$ zn)~_Om?s0lmqlX}TKDi!xOK60uqURAEYHM9t#QkcZz@92QW2cAlRZci+=Udr`_KGL z@0S?Cqri^?r%M$?vR~Ec6tvtNw&aCoGVr}r5Y&X#gP+Nb>P#icfyX&5Xcpc`3!^Ga zEt#X7(AC7v;9@|z)^Cke5@DBp{UU;LA>>;+Be+POyP@K<2s0#j@M40dEa!OUCrXuD zbaEDBk;V}Y6 z8oPC8CNT!M5r2a!_<6DHhswHRl+HNuhIt1(9|w>JcABqJ-wBZBpRj}=<|8Cv5^MDh9hd4}#&{OzykMF#(hy?_04ihlu7gn6QV5dj!1 zGw6@o0>4ybuO3FExY7}P&FqNPDIab#7JK60gWlenFczU?f$a40} zP67}{_c4=jamTtT0R8)%MuH7K`rs0CCvc8Atda$51thLb(cNkv%V)0i%M5bU$h)t~+(LzRd&H({vMgA~u3;BQ|3pMo9N3oRr6W_9y!RDLS$W(d^VC%=(T=QbHW~pe9jKhTu;nAvfFlPToAl$JG-c zA~@j5klXq2zi zxs9eX-$MY7l>PMBTOCCJ^0qt>!*z}DQ-2SHEDameG^0c$_C`#6yw3YJ7bN#zLqau- z{JLHyWR0)a=5sNOuP(Z;&g$b|71bZ&D|a$5$OZrrF9TkwPN{W4U?$S{9n3{4ABJUD zR5;Ej*fn~D5eqz-npY7ITy#(($Bvg;<|f$IelohgJfAlM)!}aZ`C>ZxlvA&gGlnbO z8qAQcbS@TioRNYcb7c+N7>?yse@aXQe^E`fr#qXxO7UVS9iO8piP>!dibZQ)okX?l zV8Bx$q)vqa2xY@qpzm8CUbT+_j2y^DVDwL8h4uQ4#vuu2X>uvCl|-kq*UWEs+d;|| zNkLD(K2DNwv1EMl$nNW#A;91`du!af%D^)fZzX$cXGBdo>tNU@<)fz0=>O7a{_!QO>1(Y2F(!<9(|azZEoVk5SyEi~o_!~Ti!)D-3l{>& z1~`+)q}7yY``qGmlt*GwhllXhLltNcaaOyJ=Nn(2#6rl)Ac(OF#ORf>v$D>I@>JqG zDoQ~$Usvh}@&1U}JG;-YtFfw>EHeaH%L~Z?e zl>H7KNG?R~q+LmKglc8bnDoY=CD!E`@LTG;CC_c~9n>n!9#J4Zxw!RuLXY($X<%xZ zI)h%`t#|+-&j>hRQ>2YxXV&t**6^Yo4$f1FEs@rkj+6t-0OzI8Pk`c%k7RCVndD0x zXJ{BzcI6BJ_{PCzJ1<9S*Q%wai*(%eXsv%kN&K_fluQ6=^Y^ZJ0S?7@{!ca%!@z8b zV|f}Iq{OBOh9KLoJN07N2G**kle-PU!nA}hV$%2CqHYo}vEkBmtV)ToEP9W}pz^T^ zfa^~nA@9}fIkVF(GkrRp97QoOg8v#KBKGsU|AD93NipC>s1*EEMYF3jID-%?}SQQut7p+0)`*z$94~WGEW{AoY;)w>#?9v4ZSQ9CUN?+vi*5%$+!K9$VDW4 zfH?(l!A=WkOvec8oNdoCE!G(LRWHQ*I+YA%lFsS}vh&KW2kO~&v;loP0zw?FG+G{l zQ%CQf8~?(BdZQuav&e%l;ArDUC>*Z7(48<``;bP6{5hRAI-2Ga&3Uw~GlBHABB1(m(tS4BGA4 z{v&7kpLNm~zS_V}0B9gx8LI7d5d8;jkJ1ig^oyk*Gm((bg+uUTCg*$2pW)M4tOURCx3^fsDB!TKiY%AW*nS>FxlkC<%%hv9uEB(_n=>Hl8Ky z5pzP(2&3)2P_}U;(Y2^|;5D+{`rkl}mmc7aA_5Pr2_3FA{G!bibgtUru>s(ZV8jYg zC|Uyd2(3*x=|Mup>}uC4eK~HVk8d=J-cE*EiLc4ZH^83#K4gW}^$eQIAq(cLni9L{eD(AC)f#Zl7>i-&^ z@Iw(yULo>>Cz^%Aq_S31Hc`^gw=*^xK>QFh<1CmaO-svK&0@007KNtVy$!$wDUxHL z0SY8F)$#m@X)}FJ`*D(+fNw#ThC9X(Yy7U#Q)k}=EM2rAwk@YMT1H8VH2HKN7t^5@ z{a8_MJE1se%e9SyO1U{sW_^H;UWl{reNy-f$cO*0fV>IXSh1cpG;5Z}3$Rm76MPlu zhTC4jTTs2F-Muo~R|%DQkkGsD_5D3tuKnZ;4i^s90E_a#!D^ZgbJ93fU`x|E41J8a zbsp8<-bI!#_H?&q(K~8CVAicy z^E;7u@sD>X32nPS&+V*D1QJY4jB@$TDT)_9nQ4m_xi}j@Q=3^^nkD?pJ5Bc~D*K6x zQ8TaE%85{}3Hqx~klDWLsaKj~CA?L;ELrZku(INL`Zcx5`E6eg)dtZ5 zI?QTGszc6*d$!`O65RKJu%kv!5|A8Z# z=Klth_y0p9{;Pc7d89{xuMKw}@I?y(n?ftrYge+*6^BXZe#P^hqHFRzkC^<99RRm= z0}jB+LsdDFM!pATwR>Y${kQGv0hHOj354iuo61p$0gxjR2ix;LURvia&>WD`qq~#m zu-a?Lkd4JGtBa`b>8Hl8<_8frZDJ51*c2=g3A;8u}zLPMgHNVro zaGbP;WVP?=OdFH3=xViz66olo#GysJnAx*`g(W)U@A6x>JRfI13v{kJhc!uG#Vo;m){%QG~P z)gI9e1yRj_bNkNGUcm*aKvj=M%XX!u7Nm>+Ol%2-;K&^SOR)QFeY@!+`#bpK44yT= zif8_tLo{$ptgev+Ab!J=UWnhB~qy3pI> z)DEOWsFmXyTl4IoqM4-258c?&3$t%axhPgY+?T&KF6_QP>DCYELNVhusjjJj?1EEB z5acp&9W}Ed&X43DSjo)@d*%eh+2LSMN>`?z9t&M@2P5Y`YD$r%)SU?@>@I`iGT`=? zchfL>U#&dQRKI@?tIFQspy$#$a_ejCgvYc`p%3gWIM97ac+r$d`ua))YqEtXmH(U9 zB0l&5u@?KOHYA9nIxRRnosq2B>^rXQi>m5uORd+f0boKWHAAQkcDBe(-GDenKXmtnzBL2 z)uhbn%S%&hKmB7y)r*J1yJ$oKIKHhS7uwgU!E#O^6G%ihViN<%Zf39LCHNWbzT#28 z*4!e{?l0&L(Bv;olP>Xk-M*A{=Z8XocPdztos|s1;bO=j)Pj zS@jg)%Z`3n{r%0yh*|y6_TvKrK~Ud&>)Udano@^ZkrV?syF>hrUl+xiz0&UGt04ch zG%i3ZiRxFOC09k1h&+`V_1!B^nHOvZpDPglQzS5*kv1Mo2zPAT7~@^RYiK5s1(aDstRl6<8S;!+dd!qYDgmhF>xTctMG$0G0Jpx*rF8m& zO70c*1LVGO+IjF>QWnb_utjl&$AAY;C^XDl`1%LQx6_7xJA4| zzi|`*du7xYEBci>U5XZic*M`QeE{}bT}X(tTDAg$jytriB^X3FK@o&m@qo@rrQUk3 z$uRir^wl(ebs08@8Gq|@t~iTqejzG92;tp)dXKvZh{>tsT^BQ_p0Mtx`JRo+X7Y4# zV4rv}tc%N7yY!r$XL34vwrfFIo zV05bS89e`;C-u;;tK)oI_#^DvVY9&SPJ;huh$48AS0O^!QE0+ZUIG{u?Z=A;uQ5C( zv``agOp3=soOi(|5Tzo7lU(z0#r-arIK|?%*9Qv;cH4r~PfSJ_5h#A1`n6~+!)4Ji zCXC{u-yQ#c7y|u0LYA=uFk{Y@Br_qZiYInK%3={!{vL#d&k7`nJz$|7KQ$%gLq^O; z+Q1q_lZ;68CC6-1dEaMqHX9@2E8!(a)Gy=LyfzwyZa0e1kS2(Gxk|*$1fMTPTndyn z?Q7_>f(KwUbrO$_ZUP-Mvy3_!3xJaz?#>{yNJIFo`8M)w(SJvUcxZXOV@fH0=b%?@ zp}O)DFfgK0_LHD@sXFLYAqB`8Qvg7ET2+tQD}cwrj0%6p1wKnu6~D)ml3xUnx0DT}<)tiI6J`#5k%AUa~k0~W=M3z&hyI!2TwtWCC|riu%fp`73^ zK#-KgR=quz2hl=`Gx^n%G7)3za}pPpgY$TtBToRtq%7!dHt-Ifph^;G#Y^wPRxC^n zT-t-XD)Aw;X%-@yMGqgDPt{kb4hp@?RYrZ|jh)pfLZSN5#ypaodxMJLW^$dD*)LL* zPYdctOwrGHoVPZgMviG}>GwlIZ32yL>pLJGzx+FJ2`F6`;gi%(a2UUg*&_%!h}U+a z+Ikg_c;tp3_~hYd;C$$HgOsQXl1)I9ad(lK!hAE$8fgPF3}r%TiLVl&dt1);+xWHC zcwc)`3zRR$7eWW`zHRB131|9R6n9PW zaD4joW7Wlszgbh1aYEgs8T4SrTW`EOQiRo$aHi;2fGe=#uYibjPFOqU#`V|VIG_2y z8Et8S-!d7wn*vtBf7yDSO0m+4g8RYIn)`rK@|n1fs$zI1h-vEO(5&GHCY!J2)HbyI zgYrNR=Yo`CLwZ#dz;APhnetD$|5e&arDg&&)kLx7joJLHSvTw@*tYe}jXoN4_*Gmf ziX?w_i`hId378ZM*^MI1PTd%OxNo&)JzIR31jnHRWiuY7;4pcJM{(|b5da?&R}h6b z(|fI!*62I`RL#j}`DhG5z2TWC;=f*szataMYh1)en2#}fCNW;zNDHAbk4%isHn19$UZ4SHUYN~ zCCm(;zZ!AAYbi(B;Pv_2fH- zL*5#LRY&0lu1`(c-dPoPRo5zj2{pM|IowvZn3((fvPe=Qk(t;BBBx+#1*-9S(Ffnn z7ZksF6==UoW51^9rwk@$34Jz+d~)FXK!G9Y)_$QRbmQta1MS2JFF6}f*4p4jD6_a`I%T7Tp62j;rt73NPpcO!W(*P{JKBSOerP}Wdm6SNLe?D z0|MCzu4=!;`{zC|&y&dhd}&h`j{eAP)QCn#%Y>G`y=S@`hLt?4&%#O^6{JXcA4ghX9@Xvtjz#jR)dtKXW%VX3EDDz-QzyTktQf y?+DzG`)7Z5S$w^+L6)0t+(o@cZ;!+2%MDZ(_1&BL!0nMPJe5|075#1e=Dz`z0-vh@ literal 0 HcmV?d00001 diff --git a/docs/_static/segmentation3.png b/docs/_static/segmentation3.png new file mode 100644 index 0000000000000000000000000000000000000000..f78066984b67ec09c0f121d9d6d59ad4d69ebd5b GIT binary patch literal 30861 zcmc$`2{@GP+dr;)Jc&e)Wr~m%qAX<#4MiwR_T7*qS;msJ8B2>LDS9gVPR717m@%eC zQVH2+Fvf(+GR%lsFoxf)r@rs|fB)}syzhJb|L^fT4s{=l>%On+yszs#&(G)loDwar z8S(Rq@p5r-@n5}i*@}y6k2@FFE)36~z)x}lqV<5wu3#%8J+7L*BlEyFe|TLoyTrv+ zpTf84&JBFOFYt(!Q5ABW=te0!HJ-t-(WH z#h0H7iCOL!yL9>T-hxUc)h5=(DD!I z-IjkB?04r@=P&;2N1m2Jnet92^+vZiY|=J6X1jlh*wP=h@#oRI_u>?YRt!b$`)N^*Kk0cO#w^=dUv({N+2Rr_CyXWb^ zr)dpo=hC^)O5s#pElHlnzCnD}|C*YolIIyu1y4m!rBnfT)LqjV(RuEF&8DK&>YWwd z>br5Aa_?w;IL$R?kK=^izsB0En>dda$)cd3}ov(is~E$Ec|-jb@4 zPbG^bTBeO5g1CQ8?T)o5?j?rD{a?4!tQi$Vdi6`{9r|r-n*+wc1OEN(6L|GA7L=pB z5Bbm5hGR&^GlnO?t7H zzmK$edn#UKL?I^3zw6x^!{YZmY`d)RatCo+fH4VJ!Iq29VN8YDtO@6HeyMi7M%t|D zk86zIH#4wpw(7I|{_!pkn@H(XjcfrDYW6@BeA-gMTL;T)*^t7Z|&K)X)@g$L2Vlvne^vfSI{1y0j!1cQ7f3e^B~u z+r*1!sgy;9cyVnN*~An>)em6h<>)eLU>dUeydbcKoP=1)Uz?qDZ0Y69#WQs>6d+sviJrgqa|LSTdu|_t6Z~EC6dg5Q9yLMnl>3&I z6JIAOkiOq4NDXS~&Q8tFp`2?|zUO`WMic3ttntsKiZ4^h8_)h?(no=1))G1e5f+0} zvbwAN5K?QV5@)j9M56`936n}Te0uk_E&%~C()gM;KpjUA*xkHNybjh<*-H;!M(T?$gm~oiUeev0r$P0N&g(Ojpo1FRQL$yT1yG%bI03Z+!orbGAzsL zzmeJ3OMSOz`l223<5}LBcloyF;Tito%J26c=04pV^PR@Wp=`U<_l0gbhO<`P=wSiX zlV4?d2Pg|>LzF4yOAJHrZ0v&e>y`nq%Yx%j$L)N24%5-y0_+64;P=&md}}FQqQ+x3 zJF+YbyJm)^4$8aCN=fB>-*eMN`O_jF60uiPr=x=Vk*UeWc>^ zjih2K-lBw~hhLP`m2_)x+S6(ER?3Y?-gCv<$^+OM$+~W@zR&X-LNa~4?px|Y4>Qs*Yabi_f}XKKR0cjjz#keJvq~Ke`{kBwB~C*Gdkna& zy`uo@=gLa(TDZ?^cjmb`wJ$w+(4E;~vRL{eN$G`IoU~~t5A@1(4#<_E%V>XKdI(pQ zZjv(d5rHCb+<6tJd|`g9r}KGLWX zHo&layF<8PG`{siXjhs*4{U7Oc$cZZd~?jg8)qgSUcdBv?`x$~85<+TahWsY@Z4;= z)s#6HzbX=>l#zhX?_5^^Exg}HFS$M(9bWfKi0vUGlb(r zu5}dVDKG-dOM9s6Rsxxr8mlsE^Gw($I*NMQdb!a(7PeK}-xqGK!)V8r_UNVSc~I0f zHWGEy+S_EBJ6iMV_!O&_XlhAR$`kAsxY@;FJU}90cLvhC@r2bsHXQb<$4Q>8e7v}; zaS#?PhLenHUb|El(r-WdJyU~kx5K9sM}kBoIx@@*^fMTW^O}6x1A>Te(YpT6VYU6qYx1pgS+NsT4d9N|EN5(C&R~Y0Hm4TTqJGUKM!xA=R_|Ax$szfpD&2t z@3d?wICPHJ0S3WX@j5Y451zrQ{Iq#}#8yCmzB-5%Pv6*5HBRx<;+5{LGaCuO1RuIXNF-LeX2+@0UV+}qVqe>*%rSH0EXBERE5{9 z&pn@#&-T&8x9x;zR-=WOSXrJzlw-*Gn*$xHTKD)(;ga4L(t^Dr|NfpBZDLfaKNRr@AzRz{{GS431a__>i*j>Q& zqU6D!pC3)(0YCv4*E6G7<(=#M<9dg7u3ryI@87wuJo^7K{Gw~~Iss$b@%-q|hrX|D zwXhzM-}mzo_u3!xso7Tlw?9hEiK}b&C7@)?vRcK|eAX%)8xfT8=1S+*z(Vc7FBdH< z&B@PCnrue<#Oy5aYo6Yxk(BL^xq<6rHDiq}={)CQ*J{h3N^Z~Pvs!~uuHTZ+&zFr_ zY5N9G-4i{D_Y#2wpitBSg5faWAu}AL{l4<3zS)k_4ke~Lvw`uiA&YTBb5D-kbGZ0{6L(xdEci{1*&$^*J zC^^(VY+E8a46o2ZN9PUs;uRBf5|ra|J{K7zMG88%M+6P1=q0+ME6V>a8p{{*B=e9Zb16y)tU!_uYLu`dUGD`6=0T-zkPZ0FgoJ~o4LgK zY`}3rg_Ork`i(bzV9?0qkqX&JqIf!s!fT(-z7){zVFJgKh zp)J^}C3yDQwgbk)N897w{uU@vT?0CxY5On-7K># zw(1lULHQ7BmL867uCJ2bJr(DyW?t6MV3r%DNY>cbx^8J!d(C|=q$0BYSBN|N_t_IY zQ_ubG3@SUZ^2fvR=tmxOHE=0m*f8bAnvGt@ZtL!32@d84I-C{;hBHHiWUrYrB6lz# zznJR#rxMzDUDn6bwXM;djdiBsr9Qm0lUIvB$?A=w^MIhbSKkq-HQ~)C`0`NmEYN(u^)6W=J3z(cxa7I?mjp$jIUJKpx=l(!Ai>d%av<6Br zTbr2kvC^jZ%`wm^i>t+4c6p4Q19$40wBe;wiZ*c~{O&>Pn}0latEpZaoN~DsmSF^ z1=+?By_By3(Oq#h(NV!R$X(Mqc2GNH z?o0a4QQz4ccl8|9-S9^UhHvKMMUGojFe`=BljEZp&!>p(L5c9OOj~wO*3yPrdhwI~_R625 zEGqK5yugY`6=huR`^UAu-PdVqTYcgmzq=x@IBe5w{NSgTJz6`hXJ%XZ|KCUdcf9`Z zpiyA8P9{+7H-4?Iz$%dsoci10m)T6~nS1_Tt9)wfXX~-wk-_++BHaf0ABMd*;c>=B zV|)jS;<9z3U;`?T8e_JjS@a=u^!n;78t{RlVD|ig&KU@5xH*74IZ|fX*_)%;IG3uA zuYpjqRK2HBp_K1o)CotrUl4$bDs#uZJOH;*1N>J{JX4E-vryfV@J|YE9qn_OkJD3F zpZj`&i1IkET#~-E|B!Nl9(nadlayA!7CAMSX*+vuR*>u7!gaRpLR*I}Crz92Rtd3y z_KF${4G1q{cMCO>s4=1fmx-by!7Kr-A&BMd6*4m((T&QS=?mU=gx#$$o6yR3yW5nl z`t=O9ef&1Y$vnxB976kqIni8|iog5qq!G$fMNx5lXytnQK6OSAMeCT@Bcnd`reyOirHGtFS0*SFK7oGn5M$(Zys=OG0e4N zmnJbp#^TrznEqMcpx>rFvOQt_fcu!s7yHXRM`Kgn402+)xa5WSO!Z+gL}*S-rczu{ zA;vuTsiO8rj1C1}ex1J6PDAH!E=LgRyMp}tUhz#h$5hYAkfV?SH?i26CpLmfHNl-G zq_U9*XDC5fh<;<^`t34I^+3CK-h>hx44p$ARt8@Z}Og@4DELx;g&w5 z+a$GD8{oC=_tO$Zt(1JNmqny>YP5Lv-ag-`RX(O+(lb=hso^a%~x!3eEs~P zli5oPQ6ub1)(L9koiDFjlhj60iC*o%Jaowvp1G#P` zV8{O6y^*H~o@^+np>;KMyF;UzYbfh8FCtq9XF@18V6~}8*2Btek z8MZX8^GJ?MJ_pz<-MV;#EXi8umOciB(C@Z6-%&ot-Ht5gvw)oP)h4zCut3jY?Y9Sx z0a0jGB()dTtQ64xBOd$NT6`&A@n~^~YsmddJ_v~=LPGRCj4$k1#_>gSe3Z06TH6>H zW2L{^6*C@6ofvboSU5J6+%x&m^!_E`tY$3lD=is_GUb?kcZJ8bmTQ=l@qk=yZmwKy zN_}rrzU2T*c?d39!WrK3#fILm?N4J~?e^S0b-lYViolIwIU4Z%XA zo1nS*si*BX2*n|h8$=qA$_q@u1e$C7w&FwcLOV_lg*E4-5n%L<$0DaUy-qGlT3J@6z7_y z7Nji?0V}&-%7<9qt@>*Dkn8YV(Fdw`&n@;wdG}OY*n~l?;-}D*=P;ASW5dZqeS{t* z?4nc>6EgdbdGeoEe9}Lr7^m*!3Ytbe6XrXb^~_)=P$lVQGB2@j2uD`6d`j-=^P1=w zUFYq;8!>QZqiVj$cJ>5GtCKaL(}jUz~{3d7o`pW0RoddK6)S0Y;f*biJ13JFgkOM`2#3?UF`g(m# zdp&ytrw+i1)!9#5NZ@7hHc!DbmdJHcc@1OK)3xo>d&1V%;nRt-kE3K5Z9M%iCN<*Z zqWVq@&Gzc#Pu(3c=j<^>uy}w2`gXVV`Na4Ns)1Xuk{MXIRbD=}tJ(__FNeG^Nw!B! zs`JD5(+-*(E0s0{35ZR4cJ5v})`PP=f_}YUX}1ALDa^exsRD>^Y*+4LhBwAtoWs|E zFI}RzrG@_eDj)T1Ab30(=Wv8WK`KUup1oQ44tGEvD+CsxZgs#WSSmY}Z^Hu<@a7D}MI4 z&_|5eaxe4z;@h-4h<;}j=lyr^Zmt6P`q#qOJ{7`ShP6fFOI+fWNAhFBYXo9~8c)jn z-6)8N$>rZ3A7N;G-*PYUt9~4hDjzy!Aj*)1E>}KI>YL_d_^L3~g*5qpKn8ED{gX>p7 zH&6m5x{aD{mSa@}Nh75}V6!5(wFs!zVSqs_>%O?NTPY92SfudoJlzp%bFl4n>ol_q z36f+J1F%bE4Ycg+7MsS(_mZP%HIDU{&B0HVU}l5pn$659rXP0cd=bqgB6&o82%fW~ zIYI+Kdx;QKh-z|*)L}A#JUL;`|6_2I_%i;ITp4C=PwiIqDG!6GK}YM48-RxFqVs4*kM2n zetAAdK6fu?f68fpx5daVOv=JY9sG_TYHg)T<)0&OF#(tKoN|K>t8bnm>Ua~ilIPe( zdCHt#xwpWoz2Mgv=)5FtS0QL|o-*U{ILFEmY(5T<>?i$+MWMGLPNhu8&PSm~23VaB zEM6i@R!h_k`#o2G85Td%Q+D*$cB@bev{*fiToeV>L-c1e^@)#|%D4Wp=}XZJ-1U-u zDyk|s1`{;_M)&;LgjBOXiX`io@7n&Q$>)wb>OEZcH(%UwJDsQXSYMH+ZEx+bEpq&!AiuGy_wEstp8JqCc< z46~>XaZh*>R1)=>yE@u1#e|lxn8nySyfoXZL0%-z9a~F@*(|25^Cn0ysG)h1YgDLf zi{Lu-Os0zbhNKS(*r=94wQ=2YVMnHPZ_Z`(z|0+hG>6WHwvfK-Y^}`{c^N-O4y;=q zs-1)5{4iNhj`<47lg&bZnIv+x*wOIq<#h; zala14rSa`KgTH(8)I;Vhuu`xpNddmoK9!z}=R<=;G&*zR%g5q^)n`x3XEThw-QQd$ z-X<+TZ34U^&Q=pft}Pi5hYhNGcb7gZay8*@5FD=i%SsQwpKu_wV4z) zc^6mN<1@-}tk~+PEi2ut@4kUzFr&-*ai`33Eb&Ud_&ZryuF|JB8@|_7*zgQ-KT!M%}haNk@WQLvBL=cfnmW@MB(2g=FeuIo{n$ z`>UrZY6%Mwj>FLoTFHGaLCcyJ5eLGB=5f7DFcHY`yfJ@)tcs?`Po1A@Q*JfX&xj=_ z++-Qg=P4#?E9PqFDxuR2X-_4c#h1{@Z#ufKf?i*x?o%lNtT_R97>7$5by8I~ZHa@k z#`$j5*4FuyLx4La3nBX54(T=AO;O3U9$@-o7a+N(@!mP$=&wP;QD!e7}XvKx^K6|?ZS!tKL5 zNO(g!Ui7t15XEm~?NAIhJxze%Wn1zOOY+iQb=l_Kf8YTAp^^W`)WLr??0<*w{!M-S zSHz2a>UI<+x}^3O)$`w=KmM~d{2KNjnDLioyY~Fq3a}ZX&8D}$f6Cn9H~ayf1IPix zm%m(U37NMdbVR|i&}JhhlSZcHMQ?a(#B4>zDC$CC`HW~K$A(vPnIHA@*AGZ&t>v%N zrxK)4+SJxgfJCm;+eQ`@&ARHEu!)tYMCx_)ujf-0jTiruFswD#+3Gz=f_D6he5xng5GS6ezyy8KrNt#7hTXVj6?d9 z7W~_P7;4=4dS!>5XXS5imd>Sae%`Wu+vR3ZEh|3+W86LTlPghNN3A6nL*p+MoLg7b z%g|c^Xa$$qzFg7{$XFi;ZW9EvcIbp>r$sa3>03zR`R#LVyaxL4{O@9ru$S;CJj?3M z9Oo`MTz7ryM~z3)%tX#rP;1MUQ@2?M+fV9!bWHc*@}r`V+4%GhTHdy`0(QboBj*dD zIBYywZ!|wX7jkA13j21BP%^U5e^jBg4br2iv_tUR<>_H`-9ZSZ)pD+sRwUG&-nE%`V$4oN^K)+3bEHtrydCHh#!{r;bbe2lOx@Gy4y4LwF zNPg4Lla&2Yo=^wy3~d14z%H}_Tzbe3(+wp5r(w;@ZW~_xc}q@Bx2JsYRr4_V+!Vgb z(VFfvFKt>I*Lk!$mw6TA0igK6r{WsdAg^zYr`;TP^8i&%F`IS&@;B=DE&Ga#4(7>y;pC1e4toF<>dP9oHeY8cl4dKKJk&EMy(C^t&S1AW zwCHS~p-OwDmY|t;MWS)TtHagK8UT-*qvmT@E`3Ik=klKTEhZJa9c>Sk1BN@iwSyLq zjKd2XR#$e2l1aB}BQ+TPHrD^eeB<%VJ`6`<2lbXS<}O@jX>4XE5I0BG3iNRD0CxSCUoC-V_EH z0&DlY1R*DRrgV;P_&^A&-LmU}CEfG*a+nWpox0aPYN#594CE=orR!xd;vJPTxYe4k zPFwT4hn-aef_BXP%A|{sL+07)y>9y}LfnY}Z>?KpxfHsKPy^A{ZL%;160a|?nWq|& zp9fd8!>J*A4;)!$ze>W?K+qe4buh+46*AR3Mt?jRSxN|zt_-~$Gwi?e^~2W0?Vk*U zyG05}!O5nHEr_33o-`F&eb#WL3Hx{(1 zA5}&p)aH}Z(ku`0b{g7vcUN(&JYo5vRlr$ivK+n9ydq*$joY6KY`#R(Fsw}&G^3K~ zxXZNLW>OHrdK)jgpi<88;Z!>{-vKHJr<|q*n+bP^*ri7+L+5Drw8Y(y`%;+(ltHbL zcf0)&{nyk1N5*jI_tk6`zYq~v&lx#8H?eTUS368GGzY0Pj!jc=M(vf1c->MTtm%&X zgDi8wD9jHQaOVBIX6_ztB@V<#w~5SKxABAzD5Bh}IH{;SuNhZF5tCf9y8sy#FL9M) zT66l0>Zv;POipN3hEBJ&~G-8lB!=kM?G z3>i2%Oc^Zb3xK~W(HHfuhFqE~x0a20!+5h-s#P62zBc=0+~+W*SxzA~amgrRpoSc} z3j>t4io9Ixh##A~?jO{@V*RXSgRs~3w(ssRpiw5Ea* zFApy-5FQx)UAfuZe4=ZvM=||>K>}U^N+#4JwJC$3BT>;!QvDZJO$SusK#T>o`e1JW zo^^ySYVE}v?$X?ER74&*E!2@;Xxg3A%dYZx+R;Cr9*B7%W3~d;fJuFF4#0dPK=Wy3 zK*gwp4As5dKObEB86->P+?|R8ZF-&Aj66MhYVJ0bcNbWA&R*FC-CX;zC8bA4C$hx}ceDZ)q=j~p2HPZVMBrci zwxpzv@2**}Q-QWNJW0;|Fn(*lyY1LoQw&s$d1&%@+T}j|44C-hZtD_0XMiezTu2tz zsJWe}w*d-8KN~TyUH#t6!TO0SXh*Is4;y$*7=)jq?(S7wz z@5KiSAGg$W#;p;97MCDL7u@JGuJ&WxHzF>9Wc_ug6(v=m6!P{~_&d&1A%4wyrp6F= zWC&OcUs4DUVi!-j;**Nu(2)B+teLs!;~14sduic9a#=7WxHJU2KJDbG4V;>i{*@Bw)Z(qLMHw+4EphBut+e$EIv5!#*B7z!ZRE5w0@4fc?- z1L>h?3H;0ADgwDsvL7xmlMHxb8`t^WFK%hIQ_{&{SZYuO`}T)#ni9!n4T%?3pGJ-H zA&jT3`P{>Pl<{3dAL27%7kV;kS+owee>COjRyjBrhulilCGA+pr*!IulOjq9^$6b;a0M(JrhDx?DKZ3O$<&Dh)dkHe z-2@Av@~?Kjq3evn7H?=%qY{w=>Y*u?5&q3)P;D2*+}52P;_KEa=#KM1a)zJ1eU>ce z&BHezH5_#Zp!t@&4|X$8M#j+DVAh27;%L>d&OdhXCs)gUg5|0T+ko47Zy;*|H91(B z>^$WtyWu?uM%k?9xcIFmv#9U%F>7spU6Hr|5iYJWF=IYc_qxH@!&!&V&c8i^nmwJ9 z(FyP)mMIQv?edA{3bFGyuCiXu-GV`y#366Tl+TcSi}>Uq5phj1VcU-sM~5J9jVGet zLN44Iw^L_}8?nQQ(3W*USpcu_5sH&MNiDAuMVi_NI_CA9L4z@yGg47X&zJ+3`|San z1cBDIVo)?A3?yi}uPvGKJv)F2>=$*Ug0D3mj%(2T?x$lt7F)71A%vKU<~=f=Hc+SU zT$?te$-5^Wa9v^7il!%}NHoM3Z;qy2+A+E$jV*sk23<&0)dD;%eK!Typf zaeqH%(%wuN0I+QBVM@!y9g}zLw?GMdV|dl}D7ReYq6ELD%cuiNuuU zqQ0Ar)uw1V8=k z)LdMxbFIaB703ikAFzr~C8v2+*b}s#^=v9PeDcQ&y;F6!4`o4ex-m+Caf+jmj5$d~ zZJlaa(yaW@S+7+cFCkn}<8dE}1#Wx;eB+DWHo}gM5C&NqhKt5)aO+7lB1`Mk0sYJN*uH+x zkg&_}etJs@>okno><`sv*I;GgN46jfQI>~nP6;#Ka~QQTW>M5#To=FHx-Zu*>$kL; zzH#-OB6f|^6)z=!*?am)L$qUK+R!ka*KsOcEx}e{2lYz7LQ!hakE5_DidiAMyjbt& z+@?d_y+GC?BDfPn$P+_bhTh^Wldwv+d}{aKb73L*Nw8Zu*Tk|`Mj0lpk#>8q3l(qT z6!EB|CW$-;b`PTPcR{{VG~>ibaG~5B+#I|`)$+mk+y(hXZ?L+l!cU*fBb4jRcr*$t zBHIGRma|^4{KkFmMRf%QMWJ(E2-?0zpc*y!W3II*pS;Y*3>&hnQorRX3qewFxztpZ zOdaj#^AnU(Nh7T6naw^mhJX293);gi*Wsj+y2@G}9^$;q`0PoPQqZg`(MFr|@ZRNZ z#b$Dtd4}G%C>F`S2qeDakO0@5d9YuT!$W8r`Qbl#yxDjnzZq%?CLc$9DM4xgg-wC8 zOyj2CJ$VuaUZ-&ehJM^rMCvIIF|nc-oJ(==EVMcZP}}80M@ojXos~XOK77q zRlGzMGPO<8&io(_s-JG$v-d!&X7Kk`Q3a>9)mNOFg$VVgw`jOkKRkT~e)(IOvbm6Dm&w>Gtd^4|extv<**g2xTP)SW!0}8aP>zB+b zLk-*XGjJ9J>tx1#YP?W#Sc+)X=|~d3@|kMU(Wy(!JaQ<&BH<|c!pZ^W<<<=D4qRKKxa-& z-EZ#y0cRHq8Q7JNr)vPERP-UY(rdXBE8lvOoL=sC2dcfn8l;dH;^zaeCr%=OqAh#s z-s)_>672hD?(Lrf1@fDRdr1JujS|R5mNFZ?`kA#?QTNJUKT}klyDMH(KFD0W5J?{} z^8fn&@2$;YK$f>7&w~OoJ*8yKySv`PSz`fmO@VM`Jf^SkkZA(JWaEPGhQbG z`ZQnh@iZV?%5G&@-LKG3I8gqjOg)Ot3{APP^2p7Ie&kVH-E1Db@9CklxBzn+4XD^> zY9;(7+2R9863RI#@pa2NzU+;vxltTzr^QR8d-r2`khH13ppy2&X`M52he**IiCwNO zjIHV6nN9QR&Ii^ALG>S-LoS`g*zeH`3Fjmi4mWbdinOb7nU``_w!S`q)bJbql4420t2Ze?RrXf|(L7yv zDj{g3TkV4?ya>?dG;2z0o`mzi8HU$#gyH#%t)ZqHN9I-wSSKMoLuXGNrA%B{e!VB! z%{6-6lf0u{6p`J3N<;!D95PI?8C?yDr)54qaB@GPvhd-;$l&Ko7&|APY#YJX(Gi;( zk>J0o%uALkX3Z$5*(&SDjQF_J%OyPSyt{e-C|VMbyl_6$z4|kw(v9f%@t91#iARrboClfnv)>;Pn)RH929qFXemtna;v8 z!d${yABAw2*@uB_m$4(y%;)o9D+8L5ZHFF%{!1_QAOK1v0Wydra2}wxl7GgSAL`yw z4`CJYr^{y2{q!9U-J2<^P9DM`N4G{b;X7zb4jc{i1O_QJ$Q+_uWSHX?g z!dFH588UCmtOaAK=VyRN2!*)No0ZT5vw2xQLN)fRe8_5VEm~dn$Wp=q1fP3v3V4vy zdUP~5Yz^cg%eL@#D8}W>e6u*jUYF}$hj-%Cui88ow8IzN04=-o^a$@i6ARv$E3Ub_ z`n?`(ARVU^rwsW_(R0Pz*ul2$2GSO9P8^}0;&tQYAGf=kq9BHA0`tGIRvv*1S#dQ6 zx_5)X-Il!9)lXQ0ZvaQ}2XO-^3y^@CP8x5hjM(EwO@hx0IeHm%P4aP^ytdak0*2FB z|0=ZYuoyLPXI{^t^_u0qPu~F+l&ioGXYt&OC#f&*kX?u-KiGz+@$kN-t-8RB>#7sp z&!1+wX-@Df^4QPoWgtr=>s-~6S**-B70LJ#No5Qo6D0Ch_tw)~i}SRZ!9d*LsR%%!5T`_vEy+7Y%!@XJSDx6vYfRGFCWJIl zaBvXSBZdp1r9UXzov}MpA>TjdPbR+EnTtn%03HWlP|HR%j<;XLVn7 z!?txcmphBRfOS|L#C-wl9M85ag+uPp6hrCP((W*8>Qr2=_KO=s7ezzNoZ)_Pk z*A=Gz<{~t7pjJ|ur1VO%z!c+-+BN~v01VYCCF4c3H+P`mtF2jfhe=5YS9Jh&dn9?V zz1dK(`xM9f)cNAyjb`FfY!3F3&snh%}?b7 z9!nngN$c7vwxI(Qvf;Rp18R#(`_;y&b?%*3-J-J8h(-)hs46I2E%_jiV^@b98QTFd znNyfMD|qLCl6bYpc(;Snrrp(v=W&u}mP(T$xsYX?dAK1Zwwp7<1fkId~;d))2&4npxV}SRngCJ zi9J|i!eOdPKZ?JcrWPv~^0qg*Y^G7!CQb0xtc}V=ADJsJ{KMV?Oplt#CqG9mTWV(v5{Mu#W=>qSyqIhA1b8S4R0%QvI$^?#tj?Xy(Gy7U^irOp7A-pdpiZ^W} z_Q*zbLw+>n5Sg#^GveFxGP<;>yP@>EjuaEnw}p8Nfe|6|3sc0GvayK|Ufyzia;@&* z;ODN^%&jK3k|^_xIqjNZJ`ZwR2~F>`xp~ITRRAu`o=@h#y5CDiHM2wZQ?fJoZ)Wsu zr>$iddmEk?%dH~UN32;)VgQ>k7^kdIJ7W#UV72;yyl_pO_XSGHf)AesVVsS6>_CT#DaP+%|7IF3bSU;nspJ;7?rM?D zR-Jp&RiLrO)|S^ME9bbD$93D%51PU^Mu@h#4m^AhC4jr%k==hTe@8hist-PaDzNWQ zgS84fRqVmE(Arm%w~zV8_0$n+w0_o&zS_H-U$3(HE4J>C`tgGJ1`K`BWaQT9I3W1j zp8o79V~g3X9&ZI39V&lRzH`6L|4}0)&kMRH1EI zYQ88*Fs$`kPx_7md4mwXI69>jwm5gIFK1qANB>{uAbKQvd*=AW)AXn}xlyb~<-EJ?s8W|BmtKC&V@Mr}XY4)V}C@^^i2 z8Plj00gBXNhE~p@{@nT!h>comOskGz&Ta;cMLTke20$FjRQ*#5-IF!+U}hx9m!u`2 zCFK;;x+sN?9AjXqCN*1*`N6W1juD$qgh$AP@socK2_gY~A)(;Xo^Wy$t8FKx9o*5} z?E8rt-z&t$4`@hEDJt=Z*ypk}S=ng`>~5^j=E?9ka@#XC=w%Cs`nsXo`Si&1mgShV zp%o`Zh<0T?cgfKg<-L2jp;Su5T$?r@(t7pP^inb9alCR|dA`dQH>>->EWO=UHCFDP zS}o&lxc8+pboF}rX3(4$Mn%{D*n39%MiRB^!M(7dR5$vY)jV~h)-+JeB*Z~*G9IZo z5xpZQ*{NobP@%yy-6`R07EK9;Und(qIWz_D23ibuDrCSRG2K<-fl+Ejao?W_H<12l zyvqcv2WasI>O9oimkxI9EoU{m$u~nB#+vq30u3B`qvb~1=>q;(sBL8CZNSwY4fMIo zXK5Ga0)wQ8@QUZGYQ}Wnu7}6WDxoP#8|~}?R>zl4kDb{7_%P_HnA#nnGI9p?{n?HJ zd#97dAJ8tB3j(CQs>a=wn?RKb;>H`W(>3B$q}<+{2PQTH_E)P40uot+T2VmQ{DMNp zVx=}l>)iDr&bT-VP9{IV?7G9A;nTF!i$qqGAt2M(!S` z>J7-c@YsG3);}o1rwoER`pQ*~pMQ86GdLcXnj(lVV$MQd&_vT<=&GngII7Yq#skND z4eIjXj>@C29nUw;JkhrIDMqHM1M;(;2iLsM9Qmz({n>%Rp%3W@_hzbew+wJRfUNt@ zPWHW%h3^2PVxts5+u9rq$YPmLI#Bc^eT_dLu>dHL=h74*3wyG0xoIs+wifwF)LeBP_o(*Uvc zUMjA2^)G$GF;LQUHIDKPTWUu?~l`$ zX5`=*lW>{{cxNBkKt1>A2SK+#|KK4Yj%Ezk{LnoK`-HoyTIDz9Hy&#{9&PBx2c$Us z3mtWV+dw$AiJ1$DWn1PdtzFd=e%It5_qopOuT+`XxJy@rU!RHfzU=|n4cNStO^<=) zw^N-7Y;`f@`RlK_H2f!8i|qNlPrbqs$D4hvi36x7_`!8A)#z2Pd5XgipMX zWPWwG@tbS+sokM`@GcssegwGhiCbjbWP(Yf{rFa?Vd$9snZqo%$J$@9r(t<#9cU%+xtXlc z&N61DjIES#%T(@I$ca7Y3$*g0n#a;NtKxlxKsc0J=&4w_KgNHk>0sAjMJ3XSPA$j) zm9slq##S2T_RTpi5V#mL^_o5zVCo`fc9{BA%7im3i1YGzcPIm(Vna7USKY zJ#kJ!RA7s*i;F!!gdDm%^vu-RYv&|~_2Xmr34K&E0L}=Vb3@FoHE>FAd-S%h8oLly z9b%q&%WzohDbiDa{|wN1HoYSqll`VV&)k_nS%vU1l&j;~$*uvpaezKl2cx;4g)9}N z(gYD=cAu|xuP+6NM!#uTqCtE4;2-?4REvNDc~qXXu6)i{eXyImHh<9Y;^Qn&%SMGA zL&z{ad$asqRRq$$^<)8mmO!~gneghWkgj%7nqzxJeSU}sb)v1~sm$Q#XLC-R6B{V+L8fO{)>K`)@zY~q=5E93YL&T&@Ah?#w5vZ=ykMK2bR`xUQvz?Kb07=5*aYlWDr#0f zTTq7g1{3U#3a>?X0xP4%sR|lWVAB!H9tk1_ zx4d-$!wsIDGsz4U$YD-7lh>4VL+ZCf-Q-1i08wOR41RVq_6YtO=5|=#^Y`9A1IO}w zW8fuQmtTBoMO&-jrIWv!l`g7*K*!2%{vuY(zEA7@ky`aX%r3b8uac+teEf+Vf~APd zKLqf9p6dL=6#q9?{{L#sN?0VJ3H*nYUq3ypf&e!UxQNs88O z#?F_S0jeYtK(Ri~+iBy|iQ?sV?$!wJr&rEu;kCPfWXT?qJCt%q!wnt}pP?F-U$4J4 z+)Rx(F%J{i-h`LW+Eh}Zi-t|wWJolAfa+`{Ma^;zY)4~PwO;SHZRW>-XYu;W*65TL-8hP8ifv2UyNk#zQx z828_%^xX*{1&8{ywT9Utdrz$Vg##u(1Gvd4R5*BZc?pF$EId;u~WGSmHPiWDU@5zRz* zw{`UPnR4eVt3I6%yw48YEL47F48jfj(^Hg|d*t>*H}t0{ur17h*``kUcm8&q+6C4j zjmmz{@>%>A)k#Vb0Q|Vnxr`7$Ekg-s)X(VxwcIl|`6Vxm0{V$Q%+?0QpjP;w_V2b5 z<)OB%a-GH4skw*jtTyND{Q2mil_M>oF2PdgaDumXm2*7FcLG4%!l!|{|C9MrN#`$Z zUtZR->zbDPPA4^+gK%~rzeck+>U+26TnI(X#4gx(T*GyGB(W0$JNA}LO5e0;?#9g7!gVZ5+l>*d7zt_*yL?( znY1Q|ya99>D>es=))i)Jg;oGeVSdd2Dek5oMHp!+A~HG(2mzHQPC!5e zrAU=t0s^5+6Acm+A*d7`ks?(5A99D!r9NEKE1anDeC&{nYy5yrE-zey z?+HQKYt?4@ziDLfeu<<=K48Pp7&<#bOtp5-1np!D$JH|je>MJCxv^S2B+i#K>a-C< z%!H~jhH!LqZj5sSFC?Tjd;4->Z?4Bd(wB~N^KH1NP zVb=LSlu(N`*zE#JRA0DHI7jI9!VlT)NThI}ZLubkC|jof6SH#H1k*~7G&(sun*Acw z!5XD|A)hQH3)Za`BvvbCR#DJbfcl3sYMc6DM{8QAqRv1L3C=J~G-Du zhj&HWn#%(TVk(CV#blh+Xcn`0CCmN3^Diz^Q9lt+D`Z0Hh$ksU^@ziF5O?lftnvZw zMXniVqtu{+8`U>kovR&FUvuvpFY&aaB88Apm{R>(of~ateY6sdalID<`X|HHm zeh(`CNqtk4CXzvUqgYRm61SWYFuip^{?0AO3Ug>!+9e?cz9fCHlze9Ni3&q|7}VxG zcoMjh0{3Pz-u}HGN`D5OOr3veQ7e&QTXj-{9zu{{akr+{_nbqFmhrU9NKx5TzblyZ zXTZDnixh^U#yw}FxOv^t-{Uxly(DdGm(+XI1Yf>tfnN06e9Ia$chC{oxk=7yslx(1 zGV6uEDH~O6iLh1P$;Em+EifNyI4te1hEy*!M#qL_$H8B@QQdrHpn7k~9wJ%X8f8-W zBA&N<-{DC_xuj^({U?)y%~CIg-Fd9DP`>l8>VWB{@gy%9kTP{WvxYl z1(R~{aK2kqbmP}3!tqT;RF%AQpEChErJ+GuT9jUa&iR(SKAP{zG&W3Dx@+Z!w)Yty zx!5q$!fIY17fK^y;YDY3)+1I7Po5;J&Qcy*#inzeLYbMvV9}M|?16&SlUw`CNmc<& zKgTQV6P=?DgJrqCkRS1z+oO)r8ddjFct+r$;YHY1)CV}D9OB#|ut!4B1F&Z?UbBWU z;o3NUsLX#9H;JfZ7vwX7rz!(3Bnv*oJkg%)(Efu(qJtyK^_q%7i3^ZW3Uppid8n|- zl-cB3D_&OKM^D;l*I~p-qlFX zwJ&Bl@9FZhq^0S;-lH6LB5E0?+X>9SL0!A{jw?^{p^Dnt^m8pP7fT>d6x^Ijf8yrAOh70; zLlD$hOB;=eW&4^IZSk!c8>OtNY#GHt^b2VX&p61%{oz`^#q=QT*N(IfwDGaQgxUK+ zxUdD=7UuKEm=pD6SDVFIl&_fW>5`mhc8Epau$yfj%7Tks<$m5mvDkpNa;Z8miR9J)rxAWfyP{F_^chCy zytDzn%Dc}evA;mw$uO-p#~7{7EHIkmFUXgbF^cPe((=e+f;qE%u4(xqy>lK(*$RxM zf3#KRl)4;Dj9^b<5&jgYELhK6uT|ypXh5azWRCyVCf*+yP8X><=xeba7HR#g-XEl2 zNkA2gn}O%rLPR{ani=m_w{f#08+Q7_6qhL1;lwG!wxu%;O5yWbo3R2XWT`#4%p>XW z6w-Zgkg}pgNllY5pf04Ep)VyZ3Lhgo;gj5s1Z zojT)Ez50suP-a2zvDn?r&fI!}rlUYIEsg4>2j%{&F}!U^wk*P~^9EQwB!Ny&&QE zYav;6JFrbJP7fM(|5p6JQ3g_%u&?j##PjK_9yaXp#DhOy#;HfN7lhgPc&JFUZwpB} z^HYY+`c|iF&zJ<%N75 zGk1Jej8&`M`28xJaBsfOY_{@Nh1tZV4NNXsny>Nqe*LEBw|3)pWKU*qy=~6KuzL_C zsg98whiipAW!kCf?8TKCzSa=)@?7P7`q!rvi_dvkx19^UvDF*-=bLN1+sK)p#|Di1 zr6ZtW>SDrz+jtlWvs(Bu$oei20?$yn>7v9#g0Lo4+}R+%ZnFw0R;s6naYG0)SJPJuI0>oj zGfoq(E_mXaX0zu|k9&*X`#s7rOfMIs{hDjcxwLb*EV|DUlW@-Wr~!JlGxeRM^ZBAZ z^5%O?%?nzjnFbH9r+S))44mYlKWAwU=$PLS7yoKvtZd}P4^z&iO^^Asv@(`cu;miw z@pgx_qBY~Rt2pd1SQx==x(@}pO9o**R+zvGmBp9ngci)Po z?^q(;U7cyc1l2E#&JE!=jAx?5+U82}8eRHpUWmiO|JK)scm*!5^rcrX`{>sy;pIG3 zKbUCgSY7b+Jid(}L8HhNxR^><*p`4g` z)d1FfFw8e**tD;>k+UKP3o!THiUHo_uahTjl1>PMz)wk^cAIm!j>|vjOdB|_uL=m& z;4pKY3FRmDKR({SP{lzUcY-h{yXzs{11IC=BT#|RxP3sRVSju{=&mqa|3d!|cs?lp zxu(?LSuZ3*A?e)eM)Zqt?nzxTrCw9s$32M@32l)xKXp|}y)<<3b_J{n^)Wp3^sh1- z(HwN$9tT7ay52H{VD~hi2sH}2r&?o0W9#Bj^F^Zq9qPJS(g$?ss&T_(q-P@0f?q6; z<++Qo1bpm160~M&tK0`CcnmteBmTc;`@Vt}XF`10ThT@EWSq3l&3lIkZ07NFr8BIY zpo$J3lXM?z(Er$Vk^TN|wr`4psGn&{(zwDb3inYL|DwG@Iy~Viw)Bp*V*LauiEKqoi=T;7i!tR7kbb zGr1Zw@(a_c;h%^jN7ixzBRsBq;!E-e?0uc7>Wxm&M0^HWA<>Z&?LYPG_dr`ud~tud za}Vbd-hb}RFL>*S8^dL0#BmVF4Wj=oJ&(PhXgKP)TkXn3iJoqUR0!6Db;NQPa4wk=cr+qw6rJgj?}n-ag%C!=$jFtJO5p zOQdh!bA$nPMh_D0C9odU&G9+z%0H@-Idi{rF0Ud4%)RG%>2FS(*e@uNQ8Uv4#=L)Z zuu!lU9(ESV5xw$5a5qT~1G!E6MM&f9{gs{QORERbmpbIW+_Ccv#rPHjlBZIv#R)= z(%j>M8eQG=-z*~}?ktZ6*Pd)ZHHaN;NQlP9%`Jy90y6AX8gr6xhyAWfjy_C)$IfZi zpDqm=-ss#=7fdiTc($mBFG=WFN)8fw8=F@mzqR3$)8N~vnb6; zI7NTcWY)KFh|=_97!+0NzoFUqJdT**Y`xLy`VkREa8$QPhU~YjY)JQL7m2uMn1-~ zyRI|fPdlT~I37xrunX-r{ZE#q+$N|J+8rLeKrxf!FlR@DirMYDPKeCxGLUqNC!}N= zemLS(kxaPnP}8Qc^~w_UN{B2uj6@d{HR}6IG+U&X0Ic$EF)%Z1kqq9G#Y0WDYpEe- zO#BReZ1sQugTrBvM?0m&*&%=MZE0Dycn`TyI0jpNQ^!?NUs;&!dHt*a!KH*B-6QWr z$<@4dI^X4OOI5l}K|7ea9pgHzQnaNY#Z{N1bhj*1Ffa{VEH*l8NU&9)eB>uKr*8D! zfveMQ($w@n1U39wq zm0alfyiBvISPk7hZB41SRa8ZLDAds;>-I6dDX6)!b6V9~%j1;l;aJ(1C05th zZq@&Oa_s_9+`Q-NFg=axlC|zdFPQzK7!%!-cLhB3xX1;xHnZxY-^GsEmrX=X2rU_i zwj1X^L`icOaZQ$3F!EHyACQ0I!C#FT(0YF6_vyD~*H;rIOw%GR^IoJSc6)J-rwU@x)zRIujyw+bN&Zb*>JmBGo z+jMbHZqou9v%iL--jz)+TT!LTo1SlbcJZpp6 z737uf72USjM3|hBBLac~>d$V_RxD0vzIPw_%W}T{XX=oNIC-3lm!!{pdi=cQq;Clq zkrt1CM)z)+a($D)rrQi|L6MdVeKkkDpq|Eec$VZ)wG^8Yo4e1a`E}R07$zCYekCBP zqJ#mc0tJ_+Qy0kt{d4aNyzpLs4|`I&>#@l?3&vdqI($m7A$K3~?%tPWjTk?^T{=6v zu~=Tms2`Pl)kZi5am7x6q4*+ae1~?&kHL>%zNDEJ#1r=<5cb&}!oz|KcR&633>j?v zzgbTHMF`e^);s?Pox666OZApqR=}yh%|1W;FaJq-;K!by+lv9q!!|He%CY-_SPfCS z==xtz`=rm>w=U#2gE&1oQ!&2JF#DRAr80r_YgadBQLQ6llylHKw|cZQVz^#m%Yt@}jOb6lPPh6*CwZ5w^>hSR6L}BM&dlCP z9+WLJ&I-eCkxMD={Nf7aa`tFLhXfqj?49EXzv1%6iYcWklj`g@U{Tds>zFiKJNl~6 zdr)qn>WKKtw82bPY$K0paM|EiRq>GNl39WY>U%R7C=nC^z`IJ261cJvQvw61ahgf; zH5qC181>`{$Zp=uuU&P_;?lkjqxd{v!{u4l;UQD&{Wm_gzf7ln3M$Ws(gR5e=Y3YC zb+-HMXgLDXRsyF6nsmL!mL!F`4BM3)qe2q6tr0EPOs62GvnD*-ccNqFUXsP9YeSx4 zrqZ88WIq04Urj6x_t`oy)LstwhuKi)FLGQzm&fI;m$9qk){XMjhe|2vR))(>JCWtU zWCx94mZ9Kr_8>t6=m>76`ro-{sfEFI2{2ps&d-LqjxAl5a{I`gH(J?PVeE%eN0%@9 z^se48hUrkAa^p*zuG6%>&eGx{mlJDP!I6z*-RD*Jk8!*~#@Pkb@H> z4*T7(JnQ2$e|Ff-Byqef+-XMn(gBj_(bBpvrZdwicdgUrQW8&Zblb4}!5jb0TOf*O zNvegT&mlqUff(~3Vr-F1S-ebDL2Q`33JZmpdIBOkYVc_zC)3%e zqN=W0<#$pb?v2HY=KVgHatJULRD9<8XmLQBQgbfn#(^ZJ#KC-p=8dAS2WxvCJH$FB zK?AjCj9py5V>UQoY#}k4%Xb)hs1M=3w+83cU3jnUzs-UHuYd<4k}8CiNx^;ATjpZA z6&nzYYXUn@EVH9K+Lp&r)XKK&lJY*Og*kTr<@^4cX_VrF;Ro0-12RFES@1B)f}W;y z{*4nDgz&d8pw#Mxi0Wm?wNB2y>`ruMF%3nxe<#353ULl<#nG=hZ}z|kr!B``I(wK@2L3{wKw2bkqV%Mm-z-;^7y0zfa ztsW(e?3EhE3G-XzHL~5Ds0nGGWN}I&t8ivl%hRKB+V+6nELOF|FiW>Ic+SuHH?c34R zOj0pA^mMt`l(t%cDLx17Ft+Qtno`G{MvFh^~g=47!dXjm&zxN_8BsQiGyQzoAEe_qn`Wnaw3co0E zBscljU3*4Sjgxj60{^wa!iVJ9^`g-SvDOyFdkLJlNgp(?mQGS;*e>l78LgclK5AvY z;E8nE6T)&!ymr|dntEK<=5nLLYGS^`Ge_w6tdT7@{?gdbXb?2^4P;vj5NUb-IU>{H9mLzC)^ zmOAw%ROpu0=%jd^D623$F1kLPdg-wE`gx7GCt@PuVXNwFE5j19 zI%lVL#axHz+zD^X*lD3B?P2@RG5i{DcF9M zJYS;``(*r8MBPO2-qy-ei>yXrRA45T^*f*1_9d*a2Kn5EP%k~UYdGLM-^(aXsH0== z75FMn7IE-wq)@TOZ3zL-(9xMbSJpCo2lM3fZ;Y`aFF~s;=qxZ11FF;6rNyIvVy4z7 z|3Iw5NSNtk*FVZ*`0M|(F8q&XRR6s;sU63AvL`S}ncwZ05`d*yB zcd{eZ9Ev;hAFe2i%#r_@&$JD1g7v>-z$Lns7)S;pxr}WS*H+aeoE{)ucPSv}r&C8_ zYB`~PDAV%X2S3LA@ANUZBNMoIU!jH)g$)UxO`YIMw>w`Yd`P3gmFkbtAH2_H-)jG> z%w=PIyxbwpud_C?%-`OBL!y`Qh2+;=OUQSqmSQQRtd=MbYQVH!V`mNs&WN#j27$Ib zwghK^5Aa*otcX_HI-;VY+wiDcAWkeP+5nsw?=RvZAab@Q9n|^xG>TXtl1xlGPlg%L zQ2aShGbnS0X7Nks{av?t=QcS-Mh9$a~rWtYKt#C;duZgE%yEOX6J8_m*VE0{Cm z9&AB3D`-8%T;|{TYjA)OVv~TEe?0piAfSumh);GsM=coUnHeu=c=Qtrkg{zKgGMJA z@Q}RZQ;;0r_F@L0qHm8_i-=a%f~tytDe0GRVYRjfFnJD&70gMq791}fc>@I)9>$N2 zjR#DGB{L1xN5$?~M7F@%Tza!63oGj3!b8Me=E(oAy5R;she0T8fvi$818~w7%a0+z zFtpEt3j(hej|U)9w}QCIncBGX0pSqTV7_Hoq0SD;! z3yNMKXJn2)6lue8IWvsvS;F|6A=P?iVNONa5K?1}`A>2-ispZq+5L~`)Bfs~3oT2> z5C=|9*M%$3X7YR9?n$-jDWoI*;1}QYwEsHssYI3`v6K*C#psGj4$iIhi^~CG)%7Gvc{idIR*{U(!C3# z+KsiC`rW-*2B(lLC_teu31~>>09tyR)r3!A7G~Zqm?*W=y<|hn>8hL4GyuJPdAyA* zr7BX7X~FLK(sr{Q`UIkOBC{E@-2invnksm{6&YxWc(W%d?3L8^WvFLus0DE1TwxY$oJ)ml^&Drpkr3zfeNve`VsgnC;?fuW6c}NWu@G;e z7uUoAhNJW%2Fy^{6!i1sXZEfszPXByhIJBRI+*HE?eJSL4?y*~2qh~$BkVw#mVHo= zhI>FW=y&tG^j#Lb-!3(K!zv*pC8Jw^ZhdVOs2+5!ZeiD9RZ+fQ#$9eH{j9C8HjQQf zXYYT2Q zDz+ta^2qEA8PSWIJRZlGG%8Jm#87WJySnnBaojR&9e5RDu5)_CCOzG_&S&f31kpEG zdSnhKQLaStJUeyE&7Uxx@oo<$k>c@9uxq;-1mbDm0}?g6a|v+F@|jmtr8h+Igb6( z@$A#zDzpn%rzGbnT(~jbS7T5M-fyQj@wuMWPq7o9X-HoX%V~Xj^0=2rq26y6m~Qt zg?PIB#Y^OB+E0+sVUH}cS$g^wHcDDhqi7|u;2R-byOS|F)bF){Y|z79`qC86Yds8X zk6KGq3`!r4&x>z+l(k@46-WP7%*=X#_I#N5kqIr?S99u5svB6(i#iQD!@RDOEi$U3 z2t2J<&K^tr_PKuOaa)EGr{@c6;dpGHz1ImnHO24dRhLA z^pKy_&9pOH!5g2$T=e{ql-E2M#ICRbnjQSzV(yA*a`2_?g{B_9Ws0PIH=yr0&cmyp z<@w!g|HSC~Paq3WU9kSAU;1}h=yja;3>MozMplJg`?U4Q1fBx00IuHlBCH}jBn0$< zlVA6DeM3u$LO#0N@T~Az>9fj5K?PUkR~pcz*B{dtPvYv4&tCi{WGZYU>?G`&rWCW8 z`U~v{-^K?Eikd^11X8T+uuT_D(@1kp3+3LYA_~7fJxI0GzoO^!{GAwW_n9B7i3y3U z=|<@ib<2>IV2e1)z>h}a;MsjT%s^kcWuy=?68aldg)Lzna00*lz8>JCRSg3(Y3AaH z?bT@w4!pJoTgd6iccNJ(FUW9zYy4OmRfUP$?nJXrRJN!+Hw$Ld!3M5ycEkQWatk6h9i2__1 Date: Mon, 8 Jan 2024 15:27:40 +0100 Subject: [PATCH 3/4] :memo: Add segmentation example in documentation --- README.md | 13 ++----------- docs/_static/segmentation.png | Bin 0 -> 58428 bytes docs/index.md | 8 ++++---- 3 files changed, 6 insertions(+), 15 deletions(-) create mode 100644 docs/_static/segmentation.png diff --git a/README.md b/README.md index d46aaf22..5c5377c5 100755 --- a/README.md +++ b/README.md @@ -64,19 +64,10 @@ This email segmentation can later be leveraged to enhance the performance of mac

- - -

-

- - - -

-

- - +

+ ## Getting started Explore our comprehensive [documentation](https://maif.github.io/melusine/) and tested [tutorials](https://maif.github.io/melusine/tutorials/00_GettingStarted/) to get started. diff --git a/docs/_static/segmentation.png b/docs/_static/segmentation.png new file mode 100644 index 0000000000000000000000000000000000000000..c51a2b009ee0332fe5697b264bbd6c231c89682e GIT binary patch literal 58428 zcmeFZcT|&2)Gvw!k**@5(k%2Yhyg-T5RfVzk*-3hArMF)p{O(qO{GXzdI#wc5)>4q zMrtSt7$I~Lr9&t;qVIdox$EA0zH{$6>wbTnXD!wWGnskz?Af#1>|dT68EUgKU1Xx8 zqhr;%bK8WD?iif*hdOzJ*0OmaXq1lbF`drsTW0=tOX!daZc-2>nSmF4c>6gOB+!sIReq>~MH=T0n$48#XIGz`w^ekp!#4C4B zFyBQ;P71u!W41^gEMU#k{bXjKp9OoD-J5j%>F)Q{pbQW^mjJSC?#+0}zZ`&mi+fu| zU8=&CS%5ZZeVKdGM`@JN9#d?{2d>YgXu!nH+rOXBm&=ZSXiX>FIsET-S~tm|gV+o1 zuHRotYW~xvUkzish*Qw#A@2f*qxZM5Arq@0HR^>chfmCVHNDX%5K;ZJwC({`|NY#| z&ROyDE=^>xsI?d8-)V2A=YoTm{1kVxGgG2Cg}+C0l9$TV(F2sd)#A#jGQf2CfzI?? z^Yf+^u|LxqX7!rfE!3|GqHwQxEDjlcOcj_m;350M-;+O}>bJBC9G@LN_1Ehrw@|#5(ph-__O1#)nB~t@Qa!@W(mq`e%cUDO!7lYx;)9GPYFqj3;j(8r zPXB(qw*!gxno>J2-ZU&tpuCSxj1YTM`%Ni#)V4r?EK_?|Mtv>1Jluof_PRY*ci?Z84Zd2L-o;x zl3cl@q-G&T|1jVok3O6K@MeZ1bPfL*+c|eQRvtf!h9MXT;H3X{EEhTJ=)|Ry@IP!Q z{_MmGZ;g1wR}R^ zCm93RpEhMzWVqhB$ah-NN5Y2T&zhufLK*WP zu3cPjN$<7m;v?^3$4kxXscHw8Rwl2uj4Nd9X@bt@+Y0}k=>jLY>2cjctL+rSmDxa1 zo-rZg&F}IdXUmYv+&<$SqN5JooyWA7*E?GU73(bXMC6e{{Xq?a40`mV!G7j;)ws*Q zC;CxYxY|SGklNn--5$1OEs3G+170@w&_T3sY@qgZWqAaSaE}qElCcj-dc91773iZC zaMsOAo7XMqc0F?Drg2##q%ADd zz`AN>G^o^JPutCBoK#iW;Q_qLk7*Q;Kaj|j1_YuXx{g*pyv3*3zdqFW>i#upe$@fS zdz5AwX=KJmInM7oDWh1+%?IQ=9i}H_jHD0L51D z7#8ce4AdCz@_7kwIT%XuY@S@dAB^LwzwJu5HY99 z-*i|=Z_b=*SbY9-M`vhV->IIur9yn{Os%0DuY11mVYQpUKhf?&C6Zrdvo=^oewg^C z55F@rqglwi9wCY#_DUjG((t?0);MC;K-Vnz;K!2y;j_!&da8-zvRq@N%%VqjXKGwc z_7!Zyav@jxdV`Oio#K6OBr_M{NoDOgBa#~oUkn^8eYo1>);u1Q&qZK#z(a7w+Wgt3 zGhdDc2-vH#ZKG^Fpo!438WcW0VCU}>>D;Ix3z&!GsmBj+&qM$zvpt%VatO@3 z0*wSf4isupCN`9F?mW0KutCT&c}4Cu8ZE}a9w`j{uuLxrz^hpHDyfC^GROTu+V#3> zd!=@{??Hye<#sNp|Is*Q<_z>r2`6FqZ6|58=#iNju9pVS5-`ooi9t(0=itPk73mi0 zc~2Sqyq&a{OCCUAz>1Frj<##KLoGM+cb{iDRa^pU+EEqLD&gI%{35olo0d2Y#K=Wn6UpsjCcPqaJg^+fO zX&g$LvI1fYS>c)c_Z8l`E<0>SH}mr@RsYIpfVQUZkFxZ1cf#ZZ1{MmdkmTB#>8dZU zmp&-Fprt7dt$qR1FiNtLdw-&(-!u2G`z9E!-qrzpj%S2Qw_3U?>$oJ8U{v z6GB5x@GKcY^w72gGuPBykzd`NbYMJGuJyy~o8JSZK(XohWpJ@pg2p=J<^XnZyUVOO z|EcZgX;I^`R)zKfHh3eTWOAUUW7EU>5*}>>2jz4ZEC;qq#@^^=d1I(z$U7QDJ}!q0&9rm?GRQ5fXZ&a^+D;?zN!aWg`k4%+0!aUeG#p;(lXn~ktN7xQAn-+ zp4*cW54ipF3P)|Lj6Nr`f}IL0N_XODDywOD$)1w${9_ly0)A8$j#Pn@B@)rg>*8nD zZi{1*WsumB8q#UFR?i3LuC)ap+7$E9^=HsC@qaYnTtTEmFloFCcy@p?7y(>PD*6l9v%mW;SV$W5^zD6kfDT(Cvmr20&SPOi^*ct$ zabP%Lw5oiXt;<&7t6W;y$kO*yWDc5yD}*r?^w zEE9bhxCeCK-BvoBNWbJc^Is$HZv59bcyLqze`pl12;KZ&(xiNu$o9uyOyp|eJ^Xa@ z=q3D-!%qTq|Nl4Ld@!;fYoFpab+i81Z=xQ5c8JV%m17G79+G&61$Hmx#{W>K=>_t| zFY!4hsvz0d(!)7JHF|t%`l&wV^Y^;OhXQo+WlcO3)BweTqJXha>W43>knlKYPj#Bf z_DZmqwBcYf92vfgheAW6jqGPs1YNy82rP^FA|murBS3wVz~vwb6lA1M0RF*%+DNFPwE|OrR!iJ6yFnjd2O1)nh^`;-ldyBi_a4 zwsA`yV=TYYI;L~+Yn#RLIR%N*!-LJE7tHfS$S1q#KHVs+Opbrl^x>_Fl1WdY51Q1A zZP3+l!`$diy4Y`iAm0_x(LMJ*U+#5Bk|5;XA)ik@@QXkZD%Y`tJH-su^KLcdhX(^5 z+>wvMft*F>%ul732e_wAH2GT4SJuAJTW*vn`j%if7g+`qEIvBaWR}7^4;$|nSp-d2 zn#>E{6vpR*Dl3f&^|Je3@R*Exy+L8O-9&D)F~JLcEyCLqeH(dQht3IRZzOd*60|PS zD;`KNtP%@X9E#8cN*o4Jk28lZkjq|emLZFqR>`SXhl6ya>Z!iw2jQ~R*f8M1MUKxt z<{*PQJEL2Y(()k}<ujp@FGbiD~s`zA|Rrz8YjdNzn-=1~w zeNt-5WJrSlbpAQ00%KLtaBjS`Zp0VG2Hy)(yv=K$pTeymaQ2XoJP4xH+2O#57TdKj zF*Kc4J@6XMhm{yudz_oK%t~0Q&9PX^@LWXYKmc`f5#=$1S0bIykPnAiytb>Su9?5D z$Rq5`&p`kZ_0gsgkh$XCnRMg{RLzBGXYkeworLe-@N+v| z<@E0)xvX70eE2p|jv~PKo=Va~FDLZ`k*t=xgT<#BYnsXdrLk=A2t#w9_uq$K`@k-= zr2Aucw}nBM|0tdkfnqs)G=j6mniNmPtreeYN_q>=87k1dwjwxVu&VoX!Xp`Rqg(fu z?0ged*~U~CajtW_^7{Ss{jP6GN)mEs71EOu^JVQsuKqJ0P2i2O_)+O=u@W2wo3SK~ zjh%?iCA(X-yYs++=MB+-faf5@4e{-)5SLv3NhI0CH91{cx0GZ}DC+1c=I~ zn50`eAqQ;R7~xqcN>1FyM1b}mrF2gx@f>;LVyPwg&IO91lBw6{9f#P-|Dps+kX^}? zgag>PJo<6HQ0rekdlvRK^?yut{l8awe@8w({#T9C-J$!>)O3$ycbWpSKzsi+Js(p( zvY8b3DV+Kvl@10D42453JSS5HdBg)QU}jtus-(1G%8PhJYJw}m^eu#0O;|7ZR67^wyD#(&nnhCpO})M zvuLXui+jbCq?CnexP zH*2Pf3}A1BA0S$7%dV7yEgRcnsxNYiJ~ERr=}NzMU6WY$L1f-ciz%V;dWwPTbvF}t z-(?d$2eW!;uW@fk5~`@x_BOKpy?J7kQZp%W_2Ck?b1_D+Pb6Zj!h~36+o3C_B2Ch= zZcHcDml^UrXNPwMmC`if&Bwu~sFI?^-`6`Q-6o~6Dn2i4R_!>;%Er&0w3VLN28s>t zrPx%uXY(jQ8pZ02$&GV3v#(U%!oYDhI7X=%ZB>K{*6TGHw}VpV(LRyzy@)YbI!|Q_ zL3}eKr#2)t-aOs=?GFf-HwV7#&W(gbO{nm76=E;5VppFfR~UrrOHsX}Y77yayP$Gf zKoxIQ^1_{yj_%T}tX5lC?;QzbcOS{G_tPgha~sC ze74AaQtC9csF(NUzEZj!N^NZZc$b2JIKIKLtzny{j0jpfE6Eq+cD;q(B>4<1bj;nz ziN}78x}T|w)rGx3$7H*VFrEq05aBA4EWWK*G$B)e#808#bC9}neR-WfQflTzS)*yW z>v$A--hEpfI;N^7?mAFLQyOlS3L*u`5aMJVvI=O`*Tsu4r z!K$HSiynf}CU&xU0`S*H+xcoUh0X$Q`+V_ll0R79+mzI$6W`TnnuEp&`FWB< z+toSi1_3B>0*p|Y9g@#|dpX~{570-JF|CqO!siaLPCqEk9h*qhvZ@O*)I~Eir< zlciBqbH7LF6=yDxZ&MltIsIaM#OmjXr4b)CA+2djuV>r?S-@PknJhTTJ+|2j=|5OLGFGRMeZ9f8`FSkX7-U^O14|W4}gTS zqN%%}A$f9qVQM2+;Bs+C)3zZlXUKTA+Dg8)E;NLv!u2i1B=6nR+R?lR3v&$j0N1h8 zR8MI0)nt7Ori6&?J;z>GvGalLKrW3kbJ~_Z`||P929A;_-Hp+aqMaqjNEk*Zn383B zHM5o4VV^0Mv`bE%-q6NpW-qKQG#Cz5J@F;{BZl4T5i2GwH|o)q=~iHV7q&Ic9M1_q5cRromnKde7@_)`nyj z_PaEvX4@gxBxNzFkIIT4ytrU;{tUSZdRATnI*1VhYJsQ@l$hWqkwqZ+nrddjM$uKf zZs(v+rfZSscmUd01^! zM0!VK)F&ME452SgETqJDrc>g2@-Z42TjTqU3i@9410jla`iqw>CClSE$@(rjde7LDdcX+OGdN3)pHoB z9+OGXH+je6cj^_ZG3%&`t?|r?lF>^n4gNPg>a!Cf_*7PMI9(z*Rh!)F*1$v;ox8f#lbFIjWz0XIl&__0Sut77Hq-h&&HWKyI02Eh{fhtK3%;G;;>QI1$;6Z^1mimr0 zmtrG_jCt=_DS)SSf%Z~1P(~umD=X1FZAVQzaz5&Gthc2Y#jj+bS6{?Xx5KdJ z4z>F0K_%MViSzNlLSQr>u>UnhaPYfFaxa1a13udRS?dkzT3SW{M*GjS5=Lep{Hzf( z7}{4K^<eUJf+b++=E@h3bNZ6n~q+6$7`RNzFccFXe6c!3jo6O*jt zXZBr(im2Bj$aE=W7RHiJ!i#)^J~4_i#m?|O{WbXhsE8G zZhHdx&22h5_oKi&rCR@{spOyV=2&F^$ATR?#>amriKF`)|NN(Dst^DNtV}|ZqyJfQ zVi>Q!4CdcOy{-slYyM?cUt5p8x& z?wQFQoEy=MWhQRqJfivJ4@#Z5Y;9@bnI0(z@xYM#H&gW$_lo5dN8I@L$`Ny@PvvirZ=Kf=~*3%Xr8t%BMr#va_(6Qte1c zjO`k&3$_IN;MyJk4aUX{^)8Z{x(nj!Mk@5$vrT&ngUp@o?LYUpn|tZPP{y{~xD*EQ zC&0bQ()4j<-de3tov>X=nrSDEHSa#b|NJ>sIn^I!1)Dgw=P(skKqZZN?cW6V?~~x9 z7pdh5rhaja>!Y7YyM{(>%@T0U+uJv7VfCh66Mm)B7}xNs0!V)6;zR#UdFr$&)eKF| zc&(?p=gqmc^mr>it(LB_Or`(X|&lylnUT5@ls@DwJGyWE+?-~qmxWNZGOcFp6llaK_ zgB8(+9~1j=twzs$(8S@`VkK44q+QZapWt>;Ia+o{iG!>vm29n6u8vb&`SkIWzBpb5 zQk*t@LJno8a(wj#GIL>Qkq0!`fUr~bqfGfM0~l#puOM2UH|p#j;Zby!l|{jg+=1mg zRkGzRh8ALW@7yc}iX#mz)^^IOxt)^l<_nnmh#Pm^=OjR9*&3G2c?617QecAOg}xtf zP+VEjUVfE{N45EoXQ8z7;12!#m%duEjw#i?MCWfZGm0${LwDm{&*;Q0nl4YzNU$js ziq;x%walO48Lw#Mez~yw=+TF=aoj5lgUo^IvkRdyJij?HEc@z{%d^nV;GLPM-5nIz z)=34YH72>x4ka8S364VW%Q`iI$nEnlORp87|%d_dGZzJG9`m1_AZ#~feiWEodhv%AnSwvg!ROl0~o@aUCCt8rXDj#Cx zrt4ZZd38i2PcWhM&O5nsa|_2Z{*U*?-Z?YZe8gOQxxWV_O8Mi-r}|F&Y4d7V-G6No z#Hj{2`I}~87G5oN8r8;5UWo6(ic_{?KLd9P9U7i78tsn9m^u$)7|K?|QP!A%o3+Qs zxUS+=3S&2=R-@7Z^ZFYTAf!s_*l$;S^{zt}GI>F>BX2;K68+>l_Dyc6O2CheynrKZ z%k*7R7P);faD!uM+#FPS4`;rE;!La!~t zkmMCoV|Bz5`)?X=a$JbQ{~Tbq+567H`?WW2ldxrW>AQlTmO-Md)rDpvjLmA69ex*a z#Bk3e!Y+mhj@8>xKKQl1I8Qy+0Hf^r)B;d56njx1K3Q{0<_l4Zr~W?4Bjo5C3oF_8 zA4v<`VxpxfXIC#IU+V%nVeYZ7funiJfsR$#>iuaU-w&FKuA zgP2sU+m{JwfJ*yGc=qBjRwOa^8!|&$Jp9E$fa-6OAFJ*=tht8xdxs9!02o4JdB1|| zE!75K7@N6NV>ww5O$Ebb@2<#UD^GumAz}|L)!JgZK zZjT3H8p;MIAH)Pp^`@U5bgP>Gz;lt@R)~@u3ba@m-hQEc$SS?o$oK4AH9Yil|}Wt4&}Zz&>LR-_v22xS`_5R#v{bu($^*}VM5^zTT&e=yG?JC z-b`92vS&Q(sh$_dA)jxfH@imj(pFWQ4iBN4SEA2^qh(3WQr44Ad@|^3=U%c*>!RH2 zx{QVamB*yCstJCcz1xw%YiPIORcCv$XLCf`424S%XtqHg%+_N>W?r8%B)Z`Ot%zXf@Cc+O`ngPT$2inMnq`i7GNvbC1Y&uP|myd!bY`H`> zdnlcPI2+OYlnZh}B>cMf+fGPbo{L1mJM&X^@`v7FakSCTPa`y6s4m4NQ6SYePS;_? zSyy&LoaInhEROtjmFhZAHqG2*=a8h2e06vqRdR00;pwmc2@V(C8M?oI>ZK!pQ|$jK znjCbR0&xNL-T%*i;y;Og2}a;shroZGYC%T^jwr8x?+64Ad8MJ=Vyj)$5TEmc75U}% z^%q4kHs(X;a%|I+e8sLlw45x|l}fnSto)ntAJ6tP3nFVfA98uct%gu6AGMALYxeq6 zfYTA;b)DDjT@(={;9%pxG^2Po51~P)47dk)G%&ta>-B0CboWg=_=7sOcVMs)(3Oiz z<7U#3o|M08Z#Ew6osYIb8Stf=uV-MaV!{@nV@h9_65Qc!r* z;VGMn+62c*+f~U|*qSLGsM40UdYX1yt=W;&FKh2fO=64u6AHM~30DN(#B5F2zcR=# zHi8X|`gmX)e71HbX*L=$Yp*=OEN@ICe@$34FQ9rhkSi}J?vgxx))FslFKi1ZJJ~mN zu$hR_mFnsE#qw51grQVGU(JOS_VVz=^1A^Z*xHPt*aBIQXJRYHN$9QNMe?p+U_i05 zx0P-$?)_S46>>bh(~25(jM%F!g0Cr-&CHM)as3mVRGg5xJiimqq{uye4d_c)qxz7? z4PTcBf7(_&OU8dsSf}ULuB-FhhziC|8s^V}2b4IkU?~h*?VpIfOQzwy())eoUmHf* z!-kPcPZrsy3(#QN#X#AV(FVY&wQVva-tn9cU)iuQeHV&8b4%hV*9l-YUf~3pLQ#fSboRQ(>fkeEXF)~p)TX;){Daf zSK{V--dlZK^gS_AdeX0qXH4;GB;gw<5|xcB;jc(v>Ee$QhV4Z7k$s;Is#xw@a-I({ z1+#^f-XfAcwio7`uZ&9r#~I&Y9y`dFS%d#jcxpWy`cf{9jj$IdCN0(hhEReqPF9&r9Bdt#pu!xUdb_>NDTfu zABi%)Ed0GUI1ce+7tj^4nK8rcMzg`LN#jr#1mh%+)Ra<%WY;Njj1BCy$32`E<(*H4 z_Z{c@#bJT+rvpzpr&Dqp-V-|*;ZB9;%w_a@Iv+eb<)P!GDjuG4(9skjQ6!U8+}MSO zB$aO?nNok}X}w!)?Vf7t$|iL_w`4s$O>S+>0`1_jM;RYhg>DD<&yGInFstt3B->3u z^K9x2!#gHqy5=BUJZ$qU>-e?P$UFH{A8S9ez-eP7l1_{*BtnIa80WyW+y4kuTNaZc zec^bvjCPnX2iZ4vJkb0iBBI;(Ht(zJIp1xP@k3$3q|f396yG= zp%}R5+~BxTM`Gc%2=)pM90Dwo<{-0S)xqEAlWIcaO_O#;m9bo$WYtS>4;EDrz<?e;jam+diS_O%2*~0!PY8p)eEa#Rg@DgO*=oCmMmWQ)O~hve z<)*@J{mm4V2&zA6hhi-Pwqk>UGAPnJ2$#R+6K-ENduIborQG?PrrG%$o{AdumCtBt zALs|?ufCyUemF1Y8u(~Sx^y)!p)iwuclnz{`ms%#tc$Y1ZRaBp1BX}cw!REDDH*76 zNWJ?xK@|bzaObY2!7H>3(?)_7&Fja-I6(efdVjosGxAk7pyw+`UD&aKF8h-wt^)C_ zX-;xkCA>LNVjt&mEH?1H3pCg0v-Si}-^-bW%N?36RS5ZnHJrlmb)X z>A$$+Ki$dtYMq762F&g_x6X`6y=LeAedE%Jryw)MOz*diklD4oTmjR9JK2N;!(yo~ z9`{X>9gJRNNJ5=I3W%~96Ad@d4m0oXq(3+AUv+Y=R_X^2=fp$poc>&VKduR56tLeq z2I`L+HP}mfOTkM3(#k+JOOcsI4g+N6o;8f;!B_sT9QNOiEO{vU_6RlTHlHQ1G%O{( zWO5Sv>gkJ^MjUaQ6?7${C=V&w!rB3Pu%mz+g@VhG#aDrw;n4e21Ta5x35-} zt!|(!txDEKdaayUwJ>mgs}Cmmnkju1JYB%DP{wzJ%lAra`pSqT=qndm z=UzOhX_ME7ASm}Kt{Q4oKd@-{YaOrIL`RS<%D<-cc3lP5#s8HR6yO>7GA(3SbfrT6 zte*of`DY(D{*p`QsD`F(m1Tx|=8xxZd;cb#gn59+9sfH<_J3Li=pW1e|Dgo!-Ydu~ zz4AXPyI+p9l4nqj$Ulj*;;^ZU3({+pE^Na~+&pRLNGT{`hlvC_Iz3Wy z$mxdd4>}0!#%~Hg)9SoFt~Q=n z?_D#@RNE-RuZ+0+^jQYG^6ehhzu*4+YshLLaj!g;4;WIB>U$^8ISVpNL9ZUoAb+7^ z4|eZP-3?xOlTnV@`HRQcSpx}4YtQR*axPg&;5FALT-W`LO2JXIyV}y=E~P)E{`dQP zHSOY7*H+?_%Civ555j>4W*=8KCp77mfzzx^h(A~bcO9Vcww#$+MQSz9P|moX``k~h zaOFQ$lQm$o0`7B5G{l5!;+daIaev?v&w{emZSfBI7l8O^CjZcs2dB$4&26>wRR>C;=ktIkiKrj99g4EI{S2~&!F-jd!nK@|A=meah; z%ACR@uC(pp+vsf{QoZzNAvvzI@4Ta1U$>@563!ns{l?Z@g4I`j;C}vx54S9zI^Q{w;E%`yZ~Zyte@XH8&qQB=dCW|3>rtZ#2*U5;PB}KXBefW8o@N47GwEFbKF- z&2uPn`JW1Cs-GW-nY#@Ls=TrRp&z zD@~0&-UQOUkl&MpJL!LT6if?x0qv6by|sKbd0;j72ea7&xIzi5$!5RG3h%2f%tbr+ zLqVHOg<(CbQB3Q4%LTxp> ze7ue;m8fKqeV2={O7oJv0<`(IKZ`LA9lo^PD&5m}CZ!Q#8FHDYKO&&LE^Rqx5A~JA z9)^>y*(?J|drVKix~%f3n6^TI-`~3OWB)OfA;$NWPd|NVdxu~9qJ4l%!+ zBgPJ&1P$K5Jp_=b;_g$mcUg(q=5SK1_qtV^>f<`<6VQOuJ6~C6pu;EH+m+ZuzE*gn zd0KkYr;De`$_t^vHT~*pZ=;=c(8PwX2DmD5J61C@yBI$)^cR8j?1p(R?2^|;VJoqI zmjCz0_HDHDzFOqtQ)!R13)#DB7=R??urb5;A9H!Y4?+V)CY>EVC5J8!S> z$&kITx{L7B#h;%;QLBEudX&`x{B10xVRbc+H(+}Sg#QWg(EuH*R^0aRHZB_@4sRznawHxl8iv=<@Jy4$VN~`drum zTW&7~N*x=%hIEo8Un|(7@O=|MKh{jw z76KL5ACYz*=&8Tgs;{*jqCvczr}Qh#H26KBq@s45)szhBn1IOa!G z-N1DtX2{Hc085orT0hZ}KEyX!(QQ<3+CFu>h+c845+3!^r_5?*m;jtnZ|hy0;+1E+e_G=>JbS%6P0Q&A41?QF5ZTob|vSDIp<+o;zg=kFMR zQDexm?%Cr+a)M<#XrPH0HfDgC9Z0-L&g$H19q?@Ak`OzqDY?qsfH`PNE3~Yeov*Yx zc)l-l7i;9geVV*hVScc2t7_$A-z`7Q%+La-Lj@5!i0!xCi+iJ}y5;nWy5G5Nc~Fuh z-ChODFy$tz?$yv}8v8`%4pCDYagA-4gFm_XjXN><)nb=lp$Z{x4@H>$D#QfO@GMlb zOBh!rs&dV+D%w1tRb8vV?MCkVMus_)YLBr(!Q_T9*VPvI=kXdFhtbU+fZeI?r#|S@-#W$>L)nJjs zl4r*ZVdD?hB7yLJuDuL3Q>m+U+s;>lNCiyMN+YbUt8=T9(l39rKtVs`a2L|YAe+0* z5uvGk!SkgD!>{J7u4NC(4enO$m5k*Wo+sNW+Pr2@U766sQmeGUTljifxK-hlmf7Qx zEVx}V4y~JCN#W?f(qemHeiX6s^=a}G*|TJ!6iKKkvA3*F%{njmJt73AcOa1O@I_TFz_h3B{f7V)Mo&^i<^@mVL6pv&-DzEu2}~bTrh}P)&4pCD+%&xBMDp)1C!M zB^b&B)-GCKQ0gy`xKn%9FQ&0ygi8RJdIP6J13NGeCEALFDbBXUGLW7Ea1iMhNgciei9wC9ZP|Hmf}#Fh`~bd5sHBo-9S)TG;eV z@*AhTp;b=pYc}jYt(v~>HJL-StwpD)VI37@xpt)Hn$9X1qxQs z&Fz;>?a})%rcefWMnK%^pMN?Slw|zSm@wjeE_Zl=r2%uX@~xqc^9P~Q7!2F;dONo? zzL0z634ir~a|>aCxD^59T<8qwXvEzdRCGJLzS(#wLCe~9fY;T6`L*$6kNS6J6SHxy zFU|6_9lw;U44;0cJY_ZR{#18=5#wYBfoepB5Z*BG$8$@MxExJk)JdEiK@Tw+TL#-^ zFqTpx%c1bd&{w?V1$Jlif^nfF3PE~Oxnv{6r5W$NOz$(+R)P=uI^N4qwtKrZa+C-@ zkW#dyA82sj?9^ajFMPPySfw@;akIg0jv!RW!@_rrC{+kxH@!%H&?lh-6B4IYgVJA} zT%pw=W11cf_Bg40OMoeRYxEbqaZ;@__cbKIusuCGV(9brzsP;}j20_j_naYHFt^L$ z=T~LlNZx7ai_;yHpD65TV)A)8{G;uu7|?#P?iDTHQ{j9v>{UUWoEza41L;i7t`BF* z)A53LHQs0&w0n|=RY+mHIvNSCAFns2&tsmBvAYRni9m(=bPcap3Z6Y0duQInyuF4> zrP3@;bLbde!@V`2;4GZ1%)&oE+?xjaqhHP#CtYu*_hI7sf~Xt$r(#T8lW_ z^JvAyZ3|_V7FTu8^uXCK_EqDpYk>J-qZ>gSY4=a!o2tdFbezQZh)6<2eA9d6yj6$P zV4wyyje9wbNjhP-BxjFUYMww}0hB)GpX4UFbT&wR0Ynxj$94F)D8K=0_8hH<@D7p;}AyQ<#i= zaor6gyDHe1-=`L6nK@obf%jA_A7$A~KlKaQQ|B6Mx4H6I&7peH!~_?K_8QRh!YuAh z5HrBM6O`G!9bTD9p!OFdTRJ)!TNZZ3sS@bXA=izH&wD^~7nB8`U+AbH`xp_+3I|f4 z`{uWL`J;x6B-u0(qH9j_EzR@Nq0+{*2}f(v_2W|cPZ~KofH8e(7txDGeN!0 z{Alc?R*S8O{>XK`3j=b-EG(j(Ti|c$sqd=UZqRTl7bX2d2NPcmz3CHC0toLlJHT^p zlzT;?QI!!AIqPvvjnzY}rrLz_QqE>*G;11dSmS7Sf}5L~K|Wzedde9H60y&>N>JCD z6xeP}cgwz?C|bZRXqxw+_SYo-#`?FywWjzU?^<(YRj)x|P}Oj&A{Yu@ker|M6#GQ9 zAl$cm`ec~#*xo~?2a!OzCgb$Qr%ZIbeuiU8-*X0J`R{n|H06BByga^6FMKlB+3aW0 zMnu2@wzAHhBV{n!8zT`7vus?Bh@Tw-T~DI@$P2gnOj@MbC7!6Av=WH$&VC(f&8@)m z1bc^>r;EA%DVq{%#G@2gp25$O-{t(8UTPbDMP->y!F)yuG%TWda{RP=pWjAHy3*uK zLt~)ic|%0V=bumSA0X_@Hlm=mH_r7te|5JFiAhgndVt`ju%9&GP(F4`O7`da1yJVl zLX#T`9_U$^8njd9x5vQXSGrK)R>rZ3OcvcR9Vt*sTf8$w45}lzOD1&Ou?SB?6lcfO zi4Lh(fQG0VxAKgx;b8gZmPZUSvtO@msxH9Q2PrjNetT&I)|e37k%39*V&g@bg6AP$QY?0Je#$9Sg_R@nTz2lTPpHN zhkc}q#A;tUw-bS;0KLDlJ^xfIp;C#KeQ0PKey%qFpxbK@7ZmEzxprevh2E-zG!uxGDvW!#Kt8B10FUef?006c{Aci& zeTKWwIjimSi5e73SlQRhg$Pn=aG#EsS6jpDq{5#~m2gE6N;LWF0&2UNUGgT(n(g3f z$12k~$ydOgUznpXv!iR#jYC(HI{ZTjUb@~laFo6QCv@A}Z#fIzmg~dRarbYTZ_06Q z)3ayU;14Iav{<{YFL!r++|5n?uEc7mMmU}Mp`38~Nx|f*M>vY)hP{V#(l}Q&>L48e z^ygcqJllgl_TDJ$%2{@wY_LN^9roWoj6Ah&m4|kRM=5pt#j~o079D&)z56h9j$J)y zl6sZC8#cU25FI!Ol3RhdJf>_qv^BNKM~8otE9~{-TjIUmoVk1>Ws3jXOIo7X^ixHg z9D?8&;4*uI)1@pva<^3~Hqchep2A&pVU%Nr87@6XcfO>Z4UR=a?&!`W*RA`ES#ffioH}tKyyn%9@ZOrcj_)J8< zmMZr$X$nC*4a*p$I^6k*FizuEs|y=Qon2&woTFwoa2vJZml~Y9qlah!5A)P7t>EDk zyqoIZXS$TF2bj&6F{$k`Paq)hx2w*szQ?lb?0IE&j@;UOyVIHt&Ms##&EzWIf0o+u z72?E@baF`sbfCNu?KQZcJ?1L+$&05}XfcJLlX9@G{@n*_&F!jzRpiwZMks+!y_?)-m&Jo^R$j5!B2eJ0nltaOsU? zQw~hmjwyL2LMzl5_)-zaQPZ2@y;99wmhf6W@K-W}wE5!h6Kue~ltPK@d9wb6J)3lD znzaHxV0lCuPQjSW^o|v5d@!Cd+una9DXfG?I|w}(tqd*(YKRb}0$0CZ4SX|UO=P|s z3V!Mv8w=GKWxr&|o?(@@C^dL2WR!Bf(*%;azOX3}!v=rPJ#>?L-(*-L`KTWv?+bpC zwchb!Fo(+b`sLKSe%YBYjS`GEukvD+pQ#&e;A*`+p=}~Mi!luI(L)IOlRs$;*2ao6 zZuf{hs-Y0Za*&o)mU_)AFnfc4$nfRQeT29=t}v*S8jPZ{SI!56&9VQ?rGM;*&{OXXS48Yn>Vm5f<8#$ox~q#77H%GLA9w+ zv9MkRQUuL_>JDyEk$j&zM|Uh{d=0-XtnZ!IX_JRr`CpR+XSTeJnTxrKV z7lY}SEzcZZOgd?sI&rGMaUaJgH4jP)N}=H`Rvj<_dFzEQ8uGvbi7P{)}Xu?7~=h8b?+R?)pB{cL?(us^fbZ&QV!F z;eZ+eD>k>tz5b&Dy*Y6zl9WN35)*|>Xg>aI(=PgaaQTv}zONm6V-1ktwC@LqIf82t zLBW$dSZ)gI|Cf6=zhm1$6AS50Pmf$m)-iVr3DSPalx7FC#6oMJcPFODI6GBKKKa#;_4p? ze+DvrL89CS-%la>Jy0vLZxO=Rz%hI)-7`PSJKpgF+@*|93kZOEJ;~0OK%xpwgZpeu ziO%cbNE4M8CZnAP&H!wE*aFc}dVQM9m&OpN9!TJa z6s~h&+3aJB;if}P5arTcU&7i)fRZ?VgUWGA+q}J_a0UCNcQAhC{*uU z$1?qmz|@1pm`9^f61KNrZaAw)RZH*{X@UWrEJ;lDk-57d8sqLGdVivXUuue|(tj4k7Ee!tugzi_*|X$AK6 z`-qx@H_aOsujOoYK|(k=wxRE>T-v&PnKW?*tl1RbK;yVQbv}r2SqsI`dp#wuU^j3+ z$YeJ^)b3$7>X{OEWy<@9*SO-2lx zoyf)WS5mVsUk>V2XQQioTF~p2z9vOD?*iI#TjR4y+{BO~<|q`f&G9P9!OH znX4t7{(p4+pJ!YD|G5O`-L0&k(Y@+M|3WPtsXMq*=#($?YzNHU*IAp_BDps zV{L@NGc;H;rDz~z3E#4{KC8^FS|>Q`Cp;ooZ;Lfl&ZwG8@|L5D<)=g123IJMeb?K+ z)xLKnSsy}RqH2JGZ)+nNsZ%WMEH;@-wWF)y>Sf@@nP8KWSl*%0#3{X|m#IFlWr>Bl zKkwbR-1DE0%@CjBO3qFDh3##DR41pPJnTA`Z-2}5wU+!rS4cFu+Q}5R3Hb%FHBx+h z@fa^$yBxIe$~Gs}zT%qM13}&z?EDU}9zyo%?Sy>xb zY61&zT>c|spyl&P`96&`2OU%mxbsi(^zzI3{pmMe9t>s&WG!AN1rU4UgM7UELx$O-ZdS>#L22?A_3hmoW)GdL=h&_Dl@~5B~UYv;wa1^6h$aXz8)o z;Bx)9y@{a;Gtx%&&4mAM^Vm|{1$`LHfD@e++&}z*FGIHKnxzlie z8xh*=SKv~Pc-p^tsJ6llHxO-Va@=6$#;Ooc;-Wjh6e1jUy>kHXInDbvc8_bxS)6dZ z^?;h&oORcBr9O!Y1NXeiD63rSUUHc=1S%)KDB#AW7wqm7Rd^fgQ`GYHhC|>Qk}mbx z-UNGdmJ#|8r!*=P64OhUwQZZY$Bz!MO=Vzh;M>=1C;W;js6O55h`#Z$dsP8Wh8joX zds{`*p)H)yZ)Ht!$+(D4bbZC)kHg^oPaaEff48#`dc~hVG)1_tp88tt6&q~asVf*2 z6~QQVynL%K#@w~2^q9p<#~%LXo}~BprE^1dN;2HGZ&y#(mza9uWLzA-u6zk5^s?fe z)P?mv_iA+^^URz((ULLF7AHb13?lD&TRS%urCL>|7VBBP{u-m_a$3pa4>K{({)9wJ z{iyORsBwyx*@Gp#Zj`5edh5Cq7Fes1i9keElNQ7c4KF-^7BN(Iz?HDa(xk*(MiG>9s<=poZo>uEksSU#0bWD)olDY(l&aErW+>K#kzLGZ(AJ zrI$uhDY&lsQAYGE{|8{L^%Q?{DOWL%$(u0s`LG%Gb=yFcBwdV&~BiW!lg6VJGCy4XMPDrv)Ab2VSMO7i6{H zYI5dp@?YrgUzt9Nb-W&bZCXXJ$|OBm5bQ}241b0kv=gW?m+RVDjqYOR6J ziXiakyH*5%&XTGA*H~rQNrh%AW<3F(1W2$N!?#1}Su$=@u*9I?V#H}*hJnIKB?*E3 z;F2T*L3HXA&x^){4-dxO;8@0rYJRH(!UaY5*&h|H<%WBb?wkTY2_*N7;BFlxcULlXBh-*($!_jB!|?Ek9G~@z^W;zg)|LbCBtlao0r`) z{359<{;Doi^qc~M$|wV>tKJ<*w}3Blg6^qZt=qr2Kni1|K87gg!yU0}fVsIX?kMO>Pdp$zeBoKp+35jN` zg(#iXXG*ieskr$o*x1$dCf$M*kePbf)J(FO=%YQZQ+;Qs2@=&1=NIBa)62EbUM(#L zB>f@gvc@dfHD#Jc-G{SewN0!ytYYiVfn*Q?1OwD|z+#i>&ecW}KS|D@cveYqXV>Ty zkKIsFeQ2i{W}Wi(-azb4dAgA^6aNF2%o3Vr_Mtbri)(+^V56Rc<8cb(x&iEs&WO!o13zjT3-%F+8q0nm4_zIqRA)l6~kUjX_yhhykO8QANq1X=*5 zZ;oN>P4-Ip7!UJL!htblipdU_7rLZXy=l?fQ)Ne$z0DFt5xQoY(Zo<9WpUIMNfvXK zt)xuRGn2T>wc`1nGX!}{g5U!LN<*t=J&q0=$vrZ2^ivnKWyhGwgzi_A*Uu zvT^CanB@k2%c@ter*z|OT<%CW!S$a!mUP^zP}CoFebLv6-Zsd+lSYv-qZPk}q~utl zcnJq=4r2$zs(H#^Z5GJ3PTl9 z49!o;7g);AHRg&DDST-eGsB>u7@w5#K+i`GOji{jFqodv4e{n>DuL7MQ8Q2RH3qM3 z`I`rlMlZiC2>9#U_?nLdYjFgg?OneGFJz}|9DI+LgsuyCkDgoXg!sog^r(6&E+4$w zT+*3aeKjzMp}~lQ1L3)sP*?|Q!_G%CKlBm8e95%Xb?Almx0#IC@f2LcIV_p7TsIA8 zyb$abQm9m2_zqv}z>TZa&*+HGIARnky*lN|0hlF4*cr;kPtQ&dAc#izc0KMbhNO_!#&sIN6K7~r@gWDmK z^r7@UtRQ!l&IyRGDkr$^Q=08%Q57Mpq|V#KAf#LbK_k>Ui`a;;3WOSWDv6WyNTHsk zvWTn(lZt3$NV|Y)SjRRcHTYT+`*Ah${33!J&{h}n0YcKZS$HSZPA@{Ow9_X*M*7uE zqvN3~6Mg*h!$&HwH)uqbQC`G2tH<>vVI{@$SKbAB&V=5D_BWPhiGLX(GE@!#8Tya( zo6b!a^4;_UThJu$jlX&&`SQM=G_X5a*DB|43fn7xD&A>m=-@D(2T%j%Ekf}HhC8>8S8ZK=A(Vmuur{}COJc@TG6UwoVMZ{^N}v+YY+a$`ez{OW zkWqGOMjYi#ch{tyIcs3R+(GROxAw>#_QQ9R`D&UGKlBUpZQ>nn+U8yCE--C+S-n)i(PLp7{Pw~dEV4$bpj zcn(bW@~R6mQ)`5a>x(bT^@UBLxhu|?sM9*L;tgAi?xYr1kA_(!R7aa&DG`LP!817u z@q`6igg(*!Ie{XZ0`gXKt$UDe8*HE)U)CW$W`gy6Qrw2i^)A&@mh-KopEFd>oha#4n$|BYNj34Q(Be8-HC68n zFSfI{c7{CdhpKcYJyB)piJ@er4Ff}%)WxZ$vwfMafd?E9KV1bx6`DsKRws^uU zTl$iQZxvOfc($LsKlMvhu&cP#H+lo*2XfOf|5iGzh1LM23KU(@gWSr}=n8K_D$XBVH$Ja`=$MFgcN1{0 zDlW*Tl+kNt5y;hB_b#$e zc6@pz`*eGJ^X8OFV?TD9bQ_D^KY=Xpz;q7Q{W6*xb$^})UuAw0mV`6(qmL%7T(HQT zJTFdUGK@>*{kpJ6bqgrP9#sC3*o6-P*wT<0FO(=04c($?(ELg+i?Y z{qJji>(8Xb^We&%&)4?4W~oZ(SUgTwzvoroNp)6`#9-=HuXj~1Hl2WF*J=>%48jXB zq%hnu5{7Gfz}Gi7t3OyS*acE5_uau#(j{b|wX(Pu87$eX=uAklVeu%D(!Dg@uBH&- z@3B%)q6WZAAkv{O7jis(W?_+h91!(V&;NZh(4v!?)hUJGI#Jik?mPzG0$#K0@(=ll zr!!WmS1|;oRENs*84-qq9ir5>tB|NHxmv%Mf!gSUd#08b+xG*y?a@}}Z_5pG*n6Kr z$h4Da8oYDj5ADZ3CsW32Zh4=C7E8*o)s29G?`C`d8wS!Zvuc;rqo3y0f9m&c0ifp2 zTVD9L?AG7bZp^y5l?s;56w#%?$>6SSI4S}NhGVuFW%dVQv`*uzevg6 zpPZG}SMhQVf5vm*(0&S;jlObndc&>DwnwXACzp_-kl1c4oZueU)#<8QN$AM0Uf9iU zsugrztiWc5Y1lX!$Yv&F#FYWCGDZ^t`N3I4Q^puNf|G8l7N@5tLGz)_brwjFG35fe zm4N>qliBPP2GiGgJ+kp`P(Nu6$5g)upuH;?`7#0D;=aTC4K@HTIp8(d(xc(+auqMj%LY>n${M#6zMG z0N{!y4t^BsnyY<#^P!E?NkF)5b&KT_E#VVQ>`he+q$#ve(r}7YlvC?>gQXf`4V*5K ziVC?wCKwwVvxupu>X|$>7pLHetHPK4ZooQ|-!bw7BGcPLY?7RZ=tN@8GAYDZX0E|{ zq}U&yl&P72fH|*_)YCRuO)j2onD}^a!NYC+I)wEhJggZllq1Of$NqH(3x(Eh8TH(_ z=1}0oeIFpS{M!U@7N{>tl? zV_=s$*J=qr@L@ODC1Jf`5{>lss`!XkANzXssVp_7XL7!PPd!G z28jW*mIhjC$y&@%-Exk3`qjXGZwk_H6U;l1Ut~OsuHpdle7G9$=M&f;uKA*atj7i< zEQVM~izb(FTbVZ7IdH_Z$Ev->_>5z+EMin%Sp+xP^}R}+Oif(mACs@wrxP=c(q%Hw z^NS>Pi@Gno@K2T%?ok)qX77Q{`l|QSjf7Zau=keLu*~t)2m)H|jofXE_kwZGij&2E zyq0Ya1T9~}m`cHos<%zo+CgOM zE21d=rpoIw#U;xR+C}dnY!S+po!8yIh^VuH??$%~N*0aFsyi4yhJtgiBdRKG2-p0!zT64UVUR zyr@WPocPs?f3pW0=iYndiqq>t!=zhYi8(jX5)U09lv={XX=bIF+bn>AN7Aj}e1Ts2 zER)KxNn7kKbhDRyj*Ah=ry^UwlR8zNcX4p>fiXcn%+0XEYLPz51=BUCB*2nE)ibMs zjRu*{cd|oP-X3=m%INTY6xm3b+Ot@JZzIO6teSfIik*C;FKx@pJX+Sk^O1fQa5Q=) zv4u~c6@~})?1M90Q{8#<4Fod0Oj-TMf-JndM{Cw1<}CBv5wuV<QAP2;{q%hLjw1Df#ucFPS8Eo*OTq6kZS@VzrmJLb-_= z11h7gb-6vDMfBy|=b{!r(ml23fZcbhT93HNmhCuR7*~1?$nQC1`>k!7!5K%H=G~Np zi=`CEz}|~sk$OtggS8yRZY3|Bajc;6C-k!Sg3q*zq*|pXCfbcn&z4_xNKZ=Pd#jZ6BtqMzxz(+RZ zZ7jzL@ODLMvo^6lPaIaxD*^Ml*(IqOFo!{8HnKj3^!gat2eT+b(_q|>2r@0-xYPg% zQi#P@$YO~yHmtGbuZis>idcq9MX_^PM?rchygHQ(c#z5}j+m)WZzm7GPR7L~NM6SK z4pE5&haMxg#&C~-6JOXhO4V}Xi7neKb9 z(x_a0BgK;Y+CM&!m;B5NA-jrV_w{<3=K*d`SP8{><+>3jL&0!`RP~O1#F(6-ou6jA zaR;`P$UL08zs&P9*+w}}W$V~=z*e~Ke!HV1$O~TIQK25(E1Vy7oI3t7U~ALWqAku! zDZf9hM z7FRYc=7T@y2CpauR6G#jWkLiDT<#xm045_m{L+jyVUV;{ExiP8XanxgVjfl?L{C;( z$FD$HJB93#x2!ov?S(b{DT#1o3Gk{aE{@dmt^Ow3>9 z{joRTmGKz?-4OqBYunB9=kp~HS>LnzH>)HKd$J8N-YkDr9XpIZ?B>{1pJ}-}3!5?{ zq_oT|o;XfD)Wo)Z8y;-vyGw3AQpuq?#5qn(GWZzEK5rtifgfE-QX7je;CtmIE6P|aE9+Bw_$*q{kuP4Y#ngH`iEuM23tkCNz&C|~B^7V~a znnD&l;H6}wG<<+Nv*4<~%zlaB@hi5hMBnGEr>L1>^8jn7^hS97JNB#2koB$mZbV(3E-UGHqQ6Tgt?Jy%{)9)yTy?kzUEfWx~a= z?Rh$^YXjb_9A*bLy#G&^KYOGu6HYM`6qpsLzJoZ^=#{Y5U@YFJGh#`iI8d`I_}Pvi zAVHoZ?3ba<7kJs}pp77T66Sk4@R^}U>fZW93OmP4VtG$vZVpn-u+K>G4=By!TqUJd ztfy(BqW-6uc%PLP(48QH%rG7iYsNTho^;?RpaVkmg&V#%NWSb@U|p8!t^jo>lcsMJ z770(o5&7dO!0@}iUF_gFRs{v(#jt1dMRMh)XBY(l5NOxC(b3;=WLUb1W#@$X`zR;Y zFt8B2PMwAAJ`;p=zO|Fx*wr=u`!OJ#yz8C8|4GxX+q-sB20&Eqzx(?xD;d}D?Pq#r z*SF3z3*alCsgb{&kd2SLGKlZvb#Iwyd#j zUVa={3Q@1I0A6Ey;j(|;j4{(MRT(v9Z3)!MFhI0~urJ$joA0y#)#x2|exZZ57B^*! zGiB8@!uk0d=R(=I1@W+LPRBmY3{60@0?b(971_c!uJTu=6X|wdP$bT^4#FDCDB0}M z4-*yf2)2Ks$rZ`H!_r;DxwvHEx1eI|7q0N;OSyglDrQz#3TCgI@X3CzKCZ1kuO>YKM_&+Xi=@vFnrBT|0QsGww)c|a?S)Cn1xM8|1}nCny;oN9u@mdpnB|9WoxV(YBd z!-VML?BWJ{dhC#l1u)Miz|eGF_4;u`slcDFe|iL-HnwsOcb(3Qn~fWC9hO8?9~fy& z{D-_qa6mrn_S@kUc;Rf`H;h>P4$VN%Pv?OD4>}gg*s>;g8(p>Hdw=&(jd{57xyH2q z=35&q#g%n%@qiuhSqaOf-_zZpO5d;8rtYh&Hvv6C{AyQZvrxbb{x#~~XQr+(Qn6@0 zkf#n^w(=W2Mg5l|jZsg71fX?}c z_;WGCg{cyLLv;j57i2Z(p~~~$)ZdnYaa$`Az5+)DM(X-MBLxi}(no@jxWwO_xz;<# zg|qv)MRr*V|4-$+0tsTT9r}L_1&oal`@J|%J>+l>?Q|jprM1{J7xE8RZ>#;H3kXT` zmszfhY>$d0Zf?;y;NMICa<3yoqW%c$V_he@>0;9#Ve1RDj%K$oOIXNw5PZh$A7(iT z_CThSninAf^K#onpEBnIBiHCeA<2HOtrpID31ww)jzH!_e~RW*ev+y@_Pg7lkq>g6 zyTl9~JhQQ&6K<)n*9#=(1tjXY`KOQKxRvqQR+s*H1BlR}(=3PNjCmn~qb4YDMx8eG z+;VXmXVkd*zc>mFSTVjKyo#P<`7gm-Fy7E2!94sA<81!U;lPe14(bOZ*QKw@OQrO^gy|Yk;*6*?QUHUm) zG65aZLnvxyZ?LxxJ$bZo z+un)MbmxzNAG3ScjvlwiujXvvJM#-DnFf6?D>k-ECTt$7!;MWsdp+vKRj9X<#Ir@9 zg`&S`oYC`X#yHYhbK9)Bu0Nz1@;Y%1+VJ4kQ_9c?f8}exoTAR z4CNXa+daN@-Hc^7b93r`L$}JQMf&(9FTdUAe~lh-hgpIVli+IAxW);#`t!mJxqy??B3K{aH=YM>yz=t=}%dN zhVEYrt)S)YA9U{ly#H%@4&uu;YB7kf;I>l@qFgi&+D_Jzf0Ql8j?6@dgovPJs&@ zw{3z8DNR4}7xHST${6MHrLGH`oAub9;#lSwjh1XY@;$Ooq`Whtxp#4r5MKW@TQ$HK zB8+L~>CQdD+m+x!6-a$62rK%3JBHwy?5_G?F?;!5y@ zv$PHS>Ed!TkEh5lH71qWM*fiXdhX~kZh1^kWjp)G+6=jB&Pydw12E>cp zsZUC7xt5YSRMa_C`Bc<#LcuN2tP18%;ObdlIyt(LKXAn^;H^+B-$3Fufoxe+Ojd|! zdV5cmHRnDUZxRpNbvy;X3|xS_WRIWAV)S%if2owJPJ!)MU`Kzb zc(_ed#cTE$k|{@A!xO znQmK3<5Iq92}P_>Z^R2NxmMor{24PLc!F5bn2d6H?EZIBMydZo>B9uEpVB^l#L4>o zaI|A#E(39zK%IqF?={rXTx98URKc@zw&@({M*DS@LFX=GEM@9w$!dSsYI4_)Wgm>b zHXW{j$sPB$FX`x*tVnVYFtA6m7gW;6bjW=XCR&w8&*i$xG2K^K^YrsU!fGZMrbhC1 z^$RmrAa^SQ+eOGsXyCWlt;A#$FLcG4|5Qw$Mx*hmtSs>l#CZjd_4rIPH>Z?SW>1TC zpB+2(70!N3Bl0N<)qe$VZ7fEkiEuJSi*Cdj%uJsm=z8lFD3~(hC_+*lmCET0&y%=_ z-~X^{=uZ+CiK;C2h7B#0$Uc1Rp(Leyv~dIV)>qBhBoy-{iKWu72<=r-3OFO2qHna7 zYyeD*1&C`n%GXn$Y|B9+Ph-!&Ijz}l_?yHtao{KXP!*k-vB@>zPjL1PIh)T*O1>+K zXif80S;mA!z(eEjw$d<6U#>$^LWN+N`>-jURT6$b>NL_J`bpf7mfvW%KXa^kr)q%7n}uKQpYRi5-w6ww2bP9iaN&P@uI-$8sZsCb)^{3e2xDnOD7Jon)cn+;!i zA)7G2)KiC|x4U*^{Jfl zE5a|bO`uVh78=mlKd0Rn^a`FAvsoUU5x13WxtWJE0z;ZlfX|OUyXPD*uHQXb(^YgM z-4%ezX==*8nv>|Ha{IO%OHUfN##5vp9OwIW=zXg5enp^W7oS}sX=KQ_55EY_`%u5F z2AaE`#J_JL)8azXQ7v5NZ*yoR#HU&H4L~aQw(a;9N2jhvCh>Uu^Ciw%5UC{zukHv7 z%n`|hWn*2z2Iya!0e%|(jesVG2|sU~d+iaBkz%7Mx)2$bg(km_4zT^OWCr?e{_PW$ zGGX~_PuiT#4pwVajj|b^IaL`QJS~u*xki{#|Ce3h;@kj=)b`$NWBxU-JI_FPr4{>15FFgWu}$E!OXjPJ6HY z?>^jk{+E^f2KUQfd-KPC=J$46hvxRuW8!a|(Cue7sfVqB)Z5O*u5aWiRX(5p!Aqr# zrsjvI{&s}R4%SNx)%*iBa&B;*dgUwt97%g)pYR;G4S=~_eVi})6$Z=1=9!r?2mYq0 z>^Oci2}xm_x>lTbg5*e+2?L~RQI;A5Y7eBPbml_1hEacJ#Dp+aAy%>d_~U#J-) zBST>U-yWu25kTV3SmS&P8WGc6`PQ_sIG{+l+(57BzwHc@zL(pWI!rCL zmrDNW>gx?#VStYkGNhp6j6Et-uBlQ83oFh`NnahB%m_aVFb9M5l<^NtNBqoF8o9R; zJ+%8|zVAZf;!2F`Ui);~5t)^|KapY&@@H!(-I72UJPB2ql*glJ*Amk-TbcQsx-OuIy&1 zS2j)H=Jh7Kxf0Gg(=Gj(^lkD2fqMDAUVah7?1)zj(i-|Q@Mm0tI7@;fwBxq8mbbxX z15?7wBaz#di-XQ(w=rh5r4@Q+7{TV_aT5V}NvD>#F_GY6ev9G~!vo|uv!%V3seWPS zzR%x!a@(r$iQH`7?q_tOjipu@HR<$;PmahH05aNOX|X7)SKEh7&_FBRe?Avr%4+c4 z$@RW7ngL#1*~m;+`7|udaUup~ryh@Qw&~{Z4X)nnL~q4OIOZFz8r><7?5!P66QD}z zUhcRuXG*d=tIwO7? zl}l+_0WcDlEVaJ9re=Kx%{;Q;_*GJ0VRoAYq9ra_zAz>V_R5snv$@l)ArX$0aK9~2 zm*qT@)ZGnqR;Cj*WU4J?@_?s$KA>Yu*sw>Sl7 zL&n#3fZb(db)OWIaYE_VtW3d@v?(|6V#8B|E}rYI8+#=NW})K|`5r-ZBT`?8OlCd# z`R%qC${=|`OB*6VLTdt~Jkpw(sp%SQ^-OS;Uo@mA!TTad-W{@77)Rn}a*uQ^dt@wk zQDuBF3fkBQm{zybGGRes$JAP)bVFx~&o>EzW(%X@1mHr}-0c(0FxZE#mst zg{P}$CPW4P6mlKc00NkYLJ(c6Fw{CMZMKA`Nzc6C!v}hb&9Q^pNs+I;*fj>=^$Fg* zJDwTzn7_cTt0njO`r-}K{OY?*T`uo@3IkZn8VVia&CvL$j!5qh4!b(Sz>9n&vn=QZ zVcW{Wjx2dP5vyUODOb_^#<;x3iiDB!uQGw%MBHrx&**j2ZsqHf3Z=VW$)T&#>x9Ww zdpps}lX|(P$-dP_Ow%$&u}@YaS>8LK!x=O>1*bADo&{@DocHx{!K=;{>TD7}Z3uG& zFcV-+kCBb{>_+|2nfF0SPy8z7H~ucE78(70GQSh#cLZQo zYWIPF-~TM;_TP=o{m-6z_xi^y&7Q{oP0qX5-}s8R(tfMdQwLxPL-GIprcnvs^>a~wMpn3L6@SMcZ>_2~=6ZRJ+#F`EvC-!SX5rsM=$@+Ie(H!fyUc_7xOOE2X`zUm zn!i|rm9Y-Pmidj+<##W9H`zw;BXLvCKpBH(x{IJrc903Ht*OM{&SGT=>c1D?B4xwk zlQXdmjMyNaJ~{qN~qaX^AghOj`JmG?yGi%kTW6<8?Eo0x29)E$LgC zG;Cbi(Fz?YFR)1>jjXF#ER0CcR$}SIbcSWT9%CtETzh#iNRz{I!s-`>-3(bdiJ45s zS!!_jme*AD^t-(U_TebSdz340C28L?JCIT_Lw~5`hm?SM>pexec$+D6;cFJ3eSGFQ z|0M`7>py&Xoe~YNm%Mo#~LbTypN)~E(ejG zb593_$MtXeDvVXzmFWe2Gq`*>&q|^bD}2;iPA~t9an!xfw+Lk`WoHHAgx88!fLw9N z?aK60OPS}Eh>?q8U#vL-gm~_{X~?pD^`WFa0}hpE=!Zxi$of(Ja)p~3yuy^!bH3`X za_z%MngMryhh8tqsYr40o9xle(iiP91`!~LLU<7y4{@;Bo zZkB2eh6Bk=nRJx=#bmqOQ)un!j%W7AgV;tHQ2TP7RrDmOh>fOAmMwRET00C4Wdz96 z3{`w3UGK1lj`_HcwKE|wmjMtcd&vtrqH&0g+yZ^#s~qe*n3t3}fRk<2BdQH`RWW;+ z_2)N+*A8DF2=-nv9=fR}w!GoFoCg`a6&6`O=kmC@Ws0`7Nk6PMkC3O=%d<+Gxk4Md zBsQE_bB2`&E3fEnFo3l8$+z3Vci(O=JG)XPfk-l`wZ!}TPLqn&17ZW`x_e(RE;(oE zKCCus4KChp>z{;Nc2ilKkw5$ZQ_W@WA2?Byc!Z0a5A1u(63M!I?z_Y3@+!4ELmt-T zOT~LC9j``N_}iDWDEN z>AL1qTwRvsua>6wnw|Y?I*c)UzMJPyi>Es4SZtU4mtb&+8jN=8Zeb^S=yu4ud;wb2{wig%bEhb0+BI&3Zd?+V^n~5nWgqWs)!Uc)jcXtHX(3 z*y$%7vZ}KLScuDWAkwWc=n}$guH%8amH38;;Mg^bvbx-57HY2YR?Q0M58C`@NQp+_ zL~iu;rb13V*ui5+ae5AC=LJdaX1@;IW3e20Nrl^ zoz`5s!d7Op2UM7|DJ?XQ&8F!sZNS1Uiz?QdVUh`69=2ljnd!-Iq6;e$5tKkrmaji; zd%YIEVN;nHnH960sY3GC5V2Uqcy_0g4lM|FOhW25WxfMWTu7|hd&yfaJngb~R6p#o zggzz3tQ#Iq+gI*ba5F8#?_-34$XBe^Yje}RUh>@DrzeEJp7)VhE(_0plh(Fx+#4w( zbONg)&;d$gA<}ziTJsel2jOgTgH*}~CkWr5eTCLUDZRW>3e^@olGOjGP*!QOY(FVe8j0BvRLfi)4kCwZn@8 zpk*|!Ut@7=N$n7NS$TMr&((XKIj(~HgvhLiO@+AG-T9W>Jfk>Di%eG%k=YDNR{7wb z=8VhTc--IA!FH?2@F_&C1#yQ3vE=!;K#i;LeZNqU;0W@>2{{ z;jmpovr$_m91Z|x|9jV?@O!2odsWPPR98lo0y<=!aTYB2#69i(l_425B2CtDc0skl zvl&V3)Q49H5dT|=YGC=#xy}mO;B!H{gq!a3R!`cG2@-ebs5TfH9~U-{?RHJI@VzLs zZCPo!YQ3)5UGvIC$O#qR(2yrvwK?;?;%MxcxiwheYx|?O=9f-P2q(8Oh57T>HVCy} zgKH__VUgfiVbzS7ixG=l+haVs3To6U8fXrrs%!}b*u+u_$0;S6$qu9spxA>UB+_R6RBeMYxye>Eqi28t)`%>qNHZD2Qu7kv3SZsf4wnq#U&cGDO1y8< zT}-g!)56(i753cyPgD+&jP+26{;DvSJUp@2Q4GCNOdggP!* z2Z9#4Ox59qn)Scg!?!8}ExaU(P$j=#Ual==$=^dc>&TH0Okjx*j)7@*ME0dD)3n7- z>R4E$nJ7X5DahhDHc5p$X)UCB3V_HFvOj_pm~IxIt4qQ|E^NEIieJV2 z#qp7M^jXxJ-1l9nxXD46FBLJAa30@X^(btXOgDH}yq!Tx%4)wX`?Hd&tisZBG=6V0 zRA_v9c_GhMmM-j%U2+W#EiXt#_KxFuq z0%#afc2mFaqaMEo&XuZgch&^UOq3GI>b}=k)i*P!gqUapud5MjbS1p${AF64!*Y$3 zM&{Jg-wyDSvSW&0IGUXsxRYV9?YY<;cPjFI*VzHtPb6#69cajpIPS{XZzg{y-D1^D zUQysYx`<_+<8*iJ_Fru>)-AjcR zA{;K4@Qv_3$fV5o#N*4l{7_6`i%VY2DINJqrH||-_?YV$6LoSF@~1cJ_9RiEnl&0d zbyf)qR>+)tz(TMtid~~Y%w)WZLM^Z2COn{xLaGQtP4v)N+B_x1?fd~Q6kc@t{tyk- z=vqLL@dn$xJmx}+$kwIF^vNppP|wcJVRot@-?EBa337<&ZK14S*a*BO(D@Pg7j%J3Tv!cPMCrz)2>{XH0T6K(*fM`K{BOjX`3 z#NrNr^H8U{oFwAuy$STP?P$^C;n^4zfh31W-#R6|)m1$Ogs^Amm?<~&Cu?XghQpecR7W#O(vLtskN2JVT}bN z%&H+&4UrXy-AFf4fDQcqZLxfvcC3|J{rkQ6mLpj{h z|8j*BObX9MnCiHMe6QqP%%C-ius=MbrmqT)$a1KidUG4VEf|a2tl4LfJH#T+kcG+pB1~sI@MCQy4Sd~{K~WM2{UxL%pJH-#Z%p*K}j{{^MUjXHBAXQ^)(|5 z8&YB$vh>V+DsZYtrPP$IhS^#ID%mEeZdj$Ynes|AF~DotF0o;i1%xga`4~0p!pyUq z*o$*U1vsDe$bM*LLbMSkh`#7$k{y;?)31(v_=rHY6L|`3R!bLffz>N@8K?S*??WBI zh|#-2`;$RBpI=^kea>=>x#K83l6o)eI9plBHJ~4l*KOLa)18mf9)gAWm=ZtyKi$0t zP?KHME^0#*6u(bEq@#%RB1mtd(wp?&qzOndlt>9ERi$@B2}%!DdZ-Z)DFGrKLLkz6 zsG)_xdGY)HJLlee=FUIooIC%WJHyO7lf2~JYw!K8z1FkVvsRNCrmpDzVf@-c@?i~p zcX;7fAn9toRo`xHgDl!(81JYZ)&ZjDJ!cIbCJAecouqk1^k12Kl9rrZQXEp%=BL9` z+9E3Ts2CfzIZ+T2KBPzWt^QL|0$9Rlvil^+mj7ws_d;+*v#bq?8H?0>Zqfu z$Wo5n$VY8S(cKj_Kkx8Cm!uqk-9*^9(FS%vkG)JK-$ibqd%0+#t{UZLC&XoPO>R!2 zUTH{Gd*7+$7|K+f2p{9=JF?KkE&eFkloYts?1B3^q(6Dt5t7`H z#N2{%a0EH#mqubzOP#Cv4x~}|9GilY)9E{UM9{d)b7W5NTgH~*bwOD$4k%YgayIw58&Z zvaeB{t6u>1NB%*y*sd_xkWZzeNbUP8K6dZlW`^YPfzom}G7a!a+s1u*<;q@ug}#qu zjQ57$zk*LBvn?yHNw}LtmXvE|1!EE$Op$)tXPbu$F#YCk(9dTz<~ZtdY&Vm6M1HTb z<`j1^dgbZk;a#1fLc)Rb=yY*$$ka;92)W$;Ps zn`*Xe@_89$I23A`9(!$I0O)9Y+1;(`_?z$Uw zHot_|46ErfvTG}h#BtjG){ux*>7jx_Luo%bXJifGm?(V2jXvAx#U0Ev(CvXRGu&S< z8+;3JgvGZr20-?tjH8sHK!J#lqwEG(+d?`tm)`l}EAJTNO4glXNsIY3Cq4~b(T%z~LmcEe z^b{s!Jp%;NV}AKQy?zw{;M3uZd#(PkZ@CypHKw1}vfT)V;$SDf}H>MK2WMif=r zX2%rHIsM^KC{PS$4D)3H%>~}A^Ti)9(Y}Y`s!sU}cdWhd@Wt*t?v-U5CC7obX^=a@*vt1!kFMCh=h^gW zI+|Z#VzZ-30{W9F&VM$LW4Ek6y}6Gv09~)hCheC*H2XFA*ws-$824(vzZ~5A0rM2Q z>DUt}lE;g2_Y9KOTdepc3Wg)Id^3<$3Yw)svIeh)W*7Ey;p)Yr$LSxG@I0lk8#^g3 zwaTS>r@w%5@#Bu`_r>bJ_C)XOh>W40ZJu3}bdLVEkX$*%1NPg)f6by&&+|X%wP*Sb z5+|{l_i}08lVAKU!t}nY$?-PpTfAYtnYD@Mn0TxiEWdoS_hlSZ`?1=5nQ{_nP%7I6 zI=hy6QdF%sCT+h2l-Z2Hl2Y@OGm2VT@&_#IHc}d2t9~}ZJGk#&!tLJY=(W^F^=^8^ zA32AVJuY#fMMY014SBQU4{Y&nt8QjA=1KalZhnxDEyPxVn=Rj$Zp4az|EX zf>I^0d(`_kkR#)LaHVmG?FFuFNQ8mb?4J`^w9`PPa^XIYH=>=Cb$? zS=#`ns+V~4iCeu;^If||YFDGu)GC2F?t-n3G3kj|(XM{+cK%!SMD$l>-R!l2hvj*c zI{W@_^1Ed%(EN9I5tB{d57tu>w>mOFj#iy?NSQflbGw$9Hvy$DYs43%lh+SyQ|8js zQxKDM?z322|5IXMPeUg=c(IsOZE|eP(#KxN$+W+vr29TV5cptmcu*kW%Bq~;LOaKL zED`5Zm052B#Ae2`9PT_S_||-KB#yGgzTnUTM6GjNL`IG9ffuE!G`lnGX<4n+ydb9B z{yFi7Y@!03(90U?KC(Nv)RqKX-V^#L#?Ys|!eiKp-A7{|T^(+HN=y)5SLrC1D9ElS z@=D`w)X6*`qNntzCm;d?T}xs;Q%}brl6S@z>(5v8HRl*s^)1HsSmd(PQR2~6O{;*V zT~Fm&VVrgV#M*%}5x4S3HaQ-Ps4h7Mf%>U+TnzIf#P=$cM*Xl>Y^b;Df z-t9r}V>kIE8C0}!s)F?<5oU&!m22@<_(j2U;jZ0EAQZN91-?73ZnRIyXiH5HVI`!s ztl5G(pFvVveGEQXaxmynC~N9&I^y*|i(4t@%RC<=&&NMWbLa_a@wX`ud{)C6;?sv! zd;^5?f;je>8FMyx=K};PzKfxWFi%R=eeuKwGY6Sl&2D-C^rV+KuLWE6cQ+c5S;x7* z5Se70UI1nIrw&B*9*9i1Cm!wfy7y``3^(EW?-S*)oW5XGMpE0>!9U?R;dOAH2?Zx|-mBeWpmEw%>u)$M*`WWoQ+JMt)W93gzAX-L*TKrgd!CU(6uy%Kf zm#JBJI`&K~;a;*lZ<&htj6CVRIVhJ5`5?InD5-+G7nkG=w=*yx#)Su$oE#qRJaL;Yr#T)Q-PYH?_B8)_1SvB zBFSSOZ+bK!Zq8fR$PS`RYW!Kc>HTTSbEk13;TS8}6_N#7JgBfr%zE2SoFBs%U>EKb zBd~<4%K@Gk=gTv!az?wia@jQ{m3Gfw`5kB?#Rn4!zUiTVcy(^X}66pyViGj562Hy3%{JM z(zf8w9d%`ToTq!^ApTFR?{gEqyHzpg#;0j*Nz`3%UbdW>dU@PYhEZ0N#PaYD+*bBx z_I*wNocw^){6Y?1MlC%cpCxVcF|w(1p{%^N_;t!scQ{UE<5}OdTeBSCy}j4N_sR*@ z~Il6y<*~ zl-`yD5@_I%!H-5lJWkH6Nof|>g9H0Nj2k!5in=#WLEDy8u^Y#lH8)}9`=}TEL4X@0 ziqYOC-$A09Kue{?moRv^H@z{3e_Mc(Yr9gO{r=3WU&#%af-p6(Fl0|QY_fE;03h`d zngK3TjcgzQ0LP~}BH0aOwd)E2`^nnKPF=@Rb<(E3@oZ>k`c*EUjO;F^mjFsUs-532 zCO9RIE>D+$3Z{v0@g{K*WH)G}>2!q-G-l*T&ufY2N$?WtqbcsbNPNQli#Xy|RC0yj zG0YjjpK<0O0uRZK)F^kRqbdgWRuL1XgDaNDJ>BQM#+fg+wD6^_r&4a46Tkyit&ber zJ#*iT3Bm$_z}U0Pr-~|mJ~w%#8YjQS2v$;?(EHm&#Phx??OK{@RLaX?gYIGd42Fe0 zrBE(do;-}{R8NERBp033`^cK1OT%P^@MoU)oWI|{bY=F|dnt(@3C($8|pArI5Ma}6uy_3plC zJ~S@#a3rr^mZw4}y#h9DoVM^*)D5S#p|D1IViQYrr1Dx@m_eXDchgeeNIAcL|4H87IYHnw23KCtO2IGDXA-`wB;^b{s(?{_-}5^z1NEhlcPuof8y8LX@51;y6y z6kwmTmG6H?G^WtMG1Jg^#*}Av5TVd|C3Hp->S5w!uav9t*Qb7$2K3@JumuUG*ganx zsLm7icGbZL12*bdR={vwqYj{f$kJFFNzO%YdlJm|B?dnrHeZ zM_?8&b^@X_GcM-{=tYN=P0oiTO&WZgi*0NGP%woJX?K@_5x;n5d@56);NYCB zxdw6AzU>m$%asACz*Zh>MqNwePG(IF+Lp$#(&J;Aw%oj;H1i!Wgk$i+Ejp@hyew)* z6km_JdZ~||tK@=RaPkC$wM1^x>ED}p94)@>@5ZttT;7|NXEnt{DVpkDWVche!+bvs zSy){>y$^J+0j0K_p_fJTWE2rY>|T~OnrZw5caUi=eSK9y+NaYOAIVG~){joo03h*B z-zA=I{>N=G&q1 z-9osR1huW{JuVi72YTOSBPaN`A1u8gkC0X#|68^&kxA9_V3PtIBIcmq->mD9ASsX5 zn|TPa`u*SltNJbFrh2BSv!7$i+OAe0Iumjedx_ddhET72P^IaGwqSZYw3N_-e3RZb zWi6GL=}d%^841tC_@Aeu$q99D%~3eLsed}Yd@wR!cW|O7xz~a0joKka(6y9cPSZ|o zs-5Z^aj&u(WTn{LSn$1j+Ee>oTb6Rvd=}~X$~nOcM%TgpzaPnA6=&Lb)%llI$|qA6 ze^$~^c3c0(2Mu{}4t)6ivifru*TDWoI4x83-^KQKs7Z>O{H1ldE{2Gb2wrhFNo*Kp zG{O*N&JtR(zBCzCpC3a!!~!>x7dwT!wr%E2m9tCm+BG|I~r`TpK z^`aKeQ?@74ZJCz*RTv5*RFu(gjjJuS$1FTG+e0AW{S_Kryyt3+|4VEZBAE3eHpf6% zWFzPIL3tZInVkqZ!gVzPpNn8g(a=lB^s>n!u(BinnPA?mqmi1Khl_$|6*5RGcOMpk zt%OcyX8hhO9g%76ezUk8r7usFO_~L%bn&O1VT}q;%uoVR!Zb1Z^+ti%fGlav&4D}k z8N;}2&GcIpjJ@rJp_vSdT1aN*h`IdFd15%!_AGEP}fTd$dHMoT>q|8yW# zjlUx3D=$EFuh&x$kX$Vasa!IaxC*S5S;`GnXk1ER{5`(i77v5o`C;|O1a_Bnf|;yv zcbA3njDG(Q7`QwL;8-uU@MS&XbvV^KO13&$(mlr3&7*Vneb=`<>O!F0kSe+>d)Yj5 zwVLA}u?GN>d*QcX#k0XoUEja(fmD8(9?!hpgI%e8q5_RDH=A1n^LE(I2XO(hG5+t*|KI-YLhprtx*7f#UEjeoNT)cRNpoO| z&IhN_LG@7o^j|5gd3=Pv?ijKB(`8YwBIJ59@?ViYe`3}sJV_@1)8X*D{<`(kg>o4m z55$`Ki{cN+->P3<#67Kez{~i4?>4_*v^~MpAo$0*uXv$WSvV;paQCL~>dNIxBD?3# zOl&WzGqza(ZKXz@N~gU#Ht2n($2mVCe>5}h^9Hg?VAUR7>>Cq7PbROfO{8VSpj(>` z5{1t=XVzByv|$FDko~^BT}Odtb~KAw0#Or}m1GroY|q_%l(VePhRlbg>XO7=YLAYyJbpzYdSu5 zhrg(MpxwL=YdV?A>RM6X?54Bif-b>G`$FTP_g49RkARQqEr16#9b!;BZqgq0{e z#r)ZCSgD8Knusw0n5f{J?Iy0}emRCznS#rIx5-G%#|z zrjJ2&L|dK@&3}cL*-Xsf$#-0|d%HsfF&mXxYrW!@h9p?r(#H404f$kpdEErTCQm>W zz#gYi>Kc10*1{h1wj9>@9CA^BOSPVjo@7H?OonqHnR|`7tX)6VR6lL+X%S9aMskOY zBlF++RsJql75SU5?@fx!U{QHjuu~7*7Z6i*dM@kR*u{nRf|Q z)bxssQ4dFY-*mX>(PQ)QxuW+mK@ct%s17^BFK#4=s-~+>I$Da%;MH~gNVoKt{Y>T3 z(}JDC8r_isjXBm12gL=}Er*M@u9CvDhP+Dy`K)|*Wr2l~7Qm9}^53{T>;N>zRUNQO zbtvE@xv`1LW_rGP)^=C`KLz|m1BO97A+O+)i3!ujldVv&G+zW+}6hZpn+vh)ZL`-fws-TYC;myLWRA`^%rs9%L+i<&BkQ!wN68`7$CI?soLnWXOXK1v`oul)iI(3DbFAN|_c}~m%#=I(D8TOg9 zP_J_hSEH2iCxq}T7PCO#rV9?SB6k&M9Pc8+TRWM%78mr8#1Q@O*NI;IDU~&1-950S zhvgjYQwMVw3Ru$NsdH^pu^mBTM@QkL8*7}vcArjow!NAbn-M4YoHugu+zg8uRtwvL zAvAnn3R@M=zU40h4PB9PM2Jj@=P}?=OF(Z*3`5EMb>P|SUftGv&caR471kEU23tF+ z>lohEQ+E6+gLR~kT`UbjS_w|cj2w9o3JpJW6$81 z*_fHAzNrT4ypXTPuNk{}inx&9wh@hX-zk*qeS(hsW8$U3e@&|W*|n(9Mx+R@>FNd* z?D(hjXfTgo9*~7`abyI&;*R7Lv;?g~4zx7oXbFEF-(LFHIy`~eH7t$-e0--#k-B&N z?-~gNJfvIA=FP9AcU0hkGq12l>t|sayzivY=SR=@*EWwGSb!le@y^CjO3C&Ne)H-K zSG{{iRi;5=HMAPCC~AbzBP1vKg>ED|tK8^)%A57r z|I*^Q%JHN2Yz|(yBlf7SEpsnzh9_mf8A`HLHZ`!42|_$kYb-MAj50zE^IEOi`c@87 z%w_TdmfJ(iuMd)y5T*`-EcK||=fJS69o53`R((8(6!q0{pC#dA=Xry6!UIg*$6fP< zm1cfY>EvgVwr-;*hs5=2!o<2kto}b-*xNF%S8De{{a19;KO^-h>B1!U!}+X^D?ayi z<4U?6vuX`78r6)iU!E?Sfx4tI6}12pI;pD{%bP9$6G^ttp3xIk8jVE zHCJ$vxm#Q!lJOU+ef`E44I{Prtf<=7vxODyE>lzFnsRk5T7cl~^^zVp*u zO}Pv@9cZ+}&G95DV@O}=5Ga6`JhZ-Yr1P3(V+*1D+cs^v8L zUC>07&$86+2c{N)g$5A_$hZ#H+1jCQ1xQn5_vHnJ5`{IVPDn%rFK17QFFDB{0gdH_= zh2O*+R*o*;z-`_DL#~S%=IRf#r^5IST?REWz%LBYg5tT%uT^|oBQg3M-^z6gxJPz^ zkFf*wu2&}F&dYsEEDPNZuO$~5;&*R(V_a5tXTg-_c-;d`n!n6GU9j4AvA#0x^JqQ8 zRk(ZRTNSdO{_{2Z<3Kw>s_w~H90!_Np62SW=ie(`?0#dyJ?H}QD+q zp>Z4klUd}38yR466a!|dQLvw)+A5+Qo<9N175uxQX{uqJAfSHJ*7Am%BOYRXd481+ zKX~El$Md7KcvmIb!-sLzTxNUZ2uwW2GUyI0nYwoJ1A@Mb*I<*Zvx4bee6_Mn&3+jr zG=HOg3K5rBG-4CiP+6_M$TF3F%^6U*lI5@Fe?{HK_tbuLp09uX4B>wUkhU6w-nQgm zI+8nMZh}dMiez=4ejIi3mCTNDJbIga9h{lQ5;hrU=d~hkq<^i5N_kQLw}}9sn&`4x zal$n}t-1E8L)-9H*A51s$2ke8o7c6csKD<_h%K)lNQ*AXW=uP^WkSq7`@*wC3;iZm zN*s#Twi?b`jOF}zKmQX7S!8K^tB|B#9HAQtU&fSqfOlu9L92nZ56Or4re*|WnT0b} z>o*H!^F&JGml8y9w> zz=;iLeWr82^@Lu6GzK7^Y}@(%u}J715vnE} zS(v1zTd90WVnE*Drr(V>mJ%3w*Qfo!$1Hu^eNdc>z4%!em$ z^}_1<=+q?nQepZR_n@3i?BFunu;g?5%!Z3wKW(t;aw3Ibq~CKsDz#Br@M4P$?b~&U z#2%lGo3yKHl>_*Q$P@|8t!PScB9rGQAoHKHzZxeP%=%QoBPG6D`LzUd!$z%o400rsx7=jr45W?R|Z-w94_zKASj6tE$xWv ze7TmOm;Dpyv1z{n~_DM~1w*@`zT(V&islXFnx)fFcD?pJ=nSJ4?6m*RV@k zGS6HxFM%hqv`7%f8oRH!8JpTUJS0N6Hqphnne93zWTp z=XsAf)^TQj5pV&TstDBG#tRqQEAcv~h+QuR#{Q)DN`hx>SY$ZgI-}dmmIf;=`7)y# zrtmBc>!F&4v8WbV@ZO_(kQVv3XCT77oUf|;C%1fas>%AN(CeUE5$vFl3pK}I{A93J zfGCNy&#>XZdK##kDA({%s_`M9*Pk`CT`xajbp*OW|{ z+x!LxgD>Fej%u$<8gYHHg5TT^ToX$f@gL$<3@1gK$_i6}^937k-*Zm1{n^T2g|+|< zNl9b5Nj{o}YKopE=Wvo13hQ}SyDEbV>y#Nz5xy-4ZqavMKWAjV>%Q@{w<82}G@ii+ zr4=y{B96QHs)l`a`S@k-2Dr#ABQte(`#xXMBI^`;0ZcIe+2CrSM}d{U&?C^&_=PE+ zF_j$Y&o|e8PIS)iC2mUws-(aIUI>`z=_v32t;s6OOr|i@5947-4x0T2`B-Py8Fo&+ zzEDRleMRSg)>`=o`uQK?B>#W6(*R}58NC27=zR=0#&y%Hzc|guw?E!e`4Y zl91UiSe4L}HO~FQvHc!e-d=O7Db50xGqMSAUEpSfos&(uxtvQFY@~U$#$u!qg~Hd ziS%pLOrO7OKReq*7Ao6R38RJooxR`2s zwGh_6UEkkUha!@3uoi|KspZGIF5K6!=L~PGea&~r?oIotA#u=LXYBRH9jhwnxexSP z%jW4IFBvUpalVqdp%0uEW}jJOPD;bs!9={#J&@Dg zyX_3j_})hb%Q9!Z7NBwYIA7T^ArIMyV;f_&O!!KOIbk!tK7uvAcrJ$4fCZRcC~LEA zKCRZ^PhlP`G|qraT@U&Dq;-QroY|@5sPebs5NR~cwqV1X!DW_?kkp;+jEghmr^jRE z7yBd|gGi_!GiCpPTVx0IQswGA8PBtjEGi<~P!!`te0t!wd%StsP=;0hb9?lGW#+s{ zxa(;8s+HA&$PE>ekLxe+fK{SWacwv5$#|?4I*^y7#ik&=o&RWz^MrU8rX0|WS*=Q; zlOd#WQnvU_ncwKtpU}a@?z;0Ywiu>c;odBXRr|^h99X!hLKL-~G|lJcYj{%Z@<#hl zZUXvo;%mFgT?|XFMqSgD$~kKP%Sf97bLLSP=9WOz=Xcl%x*F&TA@#%yI{>^~LNR%Q}hg zdHtF{LIm|L-2yB=-{a}R6fYuV#XD`LzU&rmu1O%q!{|f4gb!e`ni_0-BR|GJ5`pN{ zIaQB1uB(gxa!t^)G%>;t3ez`r2ze*thoZ zI`K%>x$;;MEF4|)O;-dLbOLKr6Ol2J<*%(No30YzCn3pYO)`R9fd6F(f^bUIeLTL7 zbk`;YIs4|oTSE4?-1P|tMTJ|hT0$CHJc!*)sV7D(Nf%j|`>y}; zFiK2d(flQkpLD&RW)r6pR-lS8Houq8N_xT^O0#qe?*-@$rg9aLqvEO1J{<-2jQg+7 zuHlDIHm-xE9+-+Qa~jj(w6!HS8rpiU%=E)%??%jiizbTfr}GwN9R}8@%Gr7e+ON*8 zit!X45xm}R4*y{F?W-xHciN+vS=P@RO`3m~`KXofCS2Nu0jS@rqS=n!cY-FG<5c@y z69Ta~aDidZeko4;kP$fgsvc535bs|X0gyq;Y;#lDBvTE=F`ux;bh@lKy@O&Q$d;CwmbBKSEgx%nxKR`4j$4!i$h(o}(KFA%_e&ql{q2z%mI$LoZ{wrojHXOu z0w@4M`3xhpbz>5vz_YF{D|WD3-!^se2-ChoTvyU&_0Ck+H@gY;vDUL03p#zmvmD+D z;xD}20_$84m3CaNjB=tr-C{0FnV=lCuXv$$_RD)e{pQ%YlV< zwx9Mnek{ZJ@iq=RS%sAn=Kp)iq;+{Y%C##i&t?G6sW)8X_s6wah5EhTX7~uda#-W= z9WtF?^*&hB0DDp9+*#tvzN~2ZB`7-<+F@QoE1dJiXEm7}x;s_tk$TN_%!ojGf8b!a z!sJ_0xHAr&=@;FxizowjY^8ia&cFvXmo;{Ahj&!$V`!R%o{87i z4ZZ@*QR^P!pkz&DGiep5?nNzk5s%g6BMn3&$Sc*BhQA2t)AWWI|Gt>3Jo;LwxWU`W zfUimIpcPfxCt1F2fN>~gXzaV*<>81g*L}}Rn)h=aX;Hn>B(dJcG-jG8#X=Fa6lz~pHv#!2uS;2NlaC~%!3X> zUgR!K7jsetSiRD)>%3Ab6X~IA!jx(24C_Xz*I!FXtPlro`_FVFJ2kFe0~eLC4CRD0 z_Fi2E+}V9%28_x{6B2OtBcm#7;5{$Hz24WzFF29bJLCh`Uh=$cz;N)yGSlO|e)G_N zatHxc1=|2gQ+^7`*D=O`%p915*INO5h-v};s@o211U1#GdMi=2CZZnSOdXJnZsGXS zDD1LSv#G;yOPn0*?%YHPeq4mHq^@Y@C0kDW-M=_{j7*XleMF;^>*q1$>2KdzW- z_Yi7Lx&I8q46B<08A`i7;D8}Rn#JmHp-Hn{?WwW z7j4g7gf{)yQm9&n)}IkLj=j33pluOp*B;6r*4X`LzFJtp2*v<%0FMsYM4QF|+PasD zTBTq1jsQdDH+RIxqt!r362fu>bT?4=z2?}erO5Fb@rQy|()oqWUW(|MllbC{o(aFairAkY0Ut5-~ddh&G2oU}4EZwW+ z#Htnj_c>s71@4s}>z7TuZ<<7Ih71y&T_(J31iyTlRKVJ$B#AfLyf~U* zy4dOVGE2HS)wrIAr_R-R7lPNI9CFlQ6~`!-!3+Ls0E~5=8C;RkP0+0jKKN&%hZfy9b!f>vuyx|7$i2^Ewn+ z?^jIiBv3pXyRFbkkJq1)kQQ8;Q#97^lW$PglC{!^$Q{v{(L(N9znt%{xY%G&7Ow;r zVjPXGitS$Eobx=1cOUxy@Ay%c2)$!cV7_19Cz>Y0a}UbgqDw<+{Bdk5hRVkw57%aC)heggRmyRR zTAmhwM>U$b;vOv4>@YErKghtu-5%Pw(BO47OQBh?P(3fV?W>=h72leA@$5$>)TkmFB?JYbzrA7u_$RW880lhf6ur@}@dY8x z)ny!mR}9-NDq|_h7kajX`Bq-|&Hnlgf%=RBF@g9QfnveFDT;S$qTjQMeOv!wT z%q5_oF%^+qxV)40YFX!e0|}GTZc!Usd@3t^u*DAY##Uta*opx`xaYis8dQ3K3vOVc?^dR3&Yw#fj7T6A zOg1+h?zyT~Y??x*t$mST*J_pcNJJSh!`^AG{J(<0Kcb!yFh2NE714lUtTZ;JL9VOo z;LwWztT3vf0cLts>DV?181nAa;j(C6b#{EyWL%|qceMrpri$Bh{LR(qZI$V7vbq7= zBU)T{_M<2iBpezqn#*t(eKT|?yY00{tenxZ%6aN!VLH{a=g;g^ma31WotUTjBNOxq z$PFn|aOv0J0H@N`6q_#k@WwayI1P&1*}UzYQhQ|^#Qz>v3YGS>9O(K=&w)*Lr5@?> zoCxt#%8kOHSU@w4M%B|S|lb|j^|D%e3?r5VnU1K{ZMy@j76kU z{2@Yf@Zli*2;QO76SB9kNClR4%6n?0yvmbdnAUChzJybGzqj5vCk5(}%6wCwPKAMy zan_je9KQan!ldGsG2w`>h@^X7U+u?L^Z8TR1_fALQ0`s<-pB?d)HleC9~`>Z4u=tA zFnUt$488)A?NiYr#D%codZmqQGJRdzX7N~NR(x+)iu}x_2M$v9j}1H%egieH}k=K8C9z+i;JynajGAG4eg zEC6a6`Z62JNpZS!8a6Yr;@jfHZpgIP`ovKXbz}QT0Ra5}q-EdZSgvtkNZDfP_K0D7 zCiA%dI3Y_uj-p|v!kn@ww0x<(pR0!u9eKkev4;G9=Y-(m`I$?XsA@3>h( zPGdVUBJ4d;niQycwjs768;8lg&mUH5OwQSzeMKq8}hX)l#r%z~&h$UG+J#=BWeCuvRnZfoBU~=->Xj zaa`0Qzct;nf?Q-I4lboXknl9e-rRbI!umTE9c8IJ0? z0@TAZGg=JQqppxDc)K7?0p+E z)(ZVm^06&bM8YR`(ftwDo3V1X{03dXBlClq^BGGNu~8)F_D}S%a8O9J2qCQk1{gUf zMBenJU=u>v)rfgUYh=XM&&wlq;sWF@zAZ3oXy{%kJa#kdv**5ul!qdFD0G8v&;Q~0 zEE|J@2AQ@|JY zE^RzF1{w>Z0 zMkue+hI57bI{x~DB^FA$nL4oiVfwatTrV8vF@?UdhKp5tD%7_UX5hP*K zY^fw!;c{_PRz^&=Eb&jm!^98sy(kTB3f{i;VN_^f!9ADLV2VdP%QWhhm4Dk|*4PYV z@XvPd^gR4B@w0BFU_X0zk0&!)YtdLWF-$sdk}2RSWIg%|fAoC*3Xtef${sB$Ux8-+ zlK{zR`+1ytsV{+p4Be7?3J8?9JW`O2|dM} z9c`vs!R?gw@qe-(mrzs+|I=B7|5?-LpM*v0tN*oE?C5FV$mZ0e|44;&?W1~9^&i=k z*wOV1k5T{muYma*qjc8Yru)H5ll%J*2Cjg1Bebs6xm4=%s3~NkL32xQ@3U50veiU~ zSI>1SjF^Xb(dJd_COdF$*Z!>ZYvF0#;s&#2lB&$9H(|Qce9HQCzn~EW<;NY>B_FLtR5!!=*OI%;l{PcT_CZ9khYlPN)4I?PAKb15Ed`j@gg;q(%RG zT$+%F`xlqa8>lf`vVGbGdL{;xdMNQH<1Q6%-(8t3M}O1OR9kH<^v>>lh~-yr&MALp z+#GWp$iqR~HnKZ#@a#M<<$Lbc8K;%vo%BAGZmsj(QGuS;kb`c)z z;54>{@0P4r7EShFwIj9Nb0>?e%!cpR$&Lbc4s{y)`UTyn!yDTx4^y{YaPhc+wc;Iw zT&&d@L^5zG>|d+WMMcp%xEv#lEnvy!K(ehaeB^lgp^D8)?3u{j<*rpslf6?mcaZ2i?zt_UK~9PM_Y9_s=?+g}ZAF_!!smVHJnu<&OxPu{-B7GV*9g}z7Au7FcrJ<^(r!j{(E))Ut3+Rj}rS8dLF>c|=JwfSoS=dte1h9XyO zO!Oz{s6=m|4c8EWtTV50^cU;z7#zNa!n2xvp7BJs$A2r~COWxyWz)`QyccwckR)zD zd0c7g1YNruE)0R_U%>AHOpLVS79cj!{vG44s;CVveVogzi7Y){mF5?}x+JV4f7~c= zleki|rn`?ldk@UVg}SVdZF)3ug9o^qyoA%zYRzGON^lUtz;~IQO!DngG}g&NgdvYk zZ~IOFd^jzE;Tv@(CC@5>_M>N-O|UwXOq)k4YZDOz+}xVD|t^NPZ{-YKl|$>`O4e6SR!nqQlf zwH}UP5!M#6M)6#!H}cw49%l}ETaNm^4#Z*hNT0vaMHB%^E6T=<-`X=gYkGs}70g|{ zuDVyn(#yijY_UdT8OXKi9=i*yIPJI0O+_PU1p2)B{Nzs|56L@xAD<2WA7k{)v=SNU zuQAOpBBmJ5i)Z`zuCIHf{u(-{UEvPUxhr(>JJnsCg6eLREng-q1~($0?E3oHY?45(^huQTgN>yhK)ndiwM_c z^<5hKQhR&6c2GUHx$kJ&T(?f>IejT4_^KO2=0p-DXi;nP=q=4I)2aYlylAj?qX-kj?iM28cD8 zRG35u-$Ul;O->jL(|^h=@s#uY^^*VddbLJ8w0L08>l#sGF(V+!KeTuBi*9}wJl~Z` zZ_qPcmrv#r)~c`JsXa35_wevW&@Xp>?8M*f_JbaEVg7hPc(Ejog|$wZCEp3+9oO?W zJ@&VhgH)310<7`+@tc4MJ0O1jF4JaktNLjF>Wty#q3Y;0!_daJ3;kA~@XWooOJULj zM_*~mE=_z8f8?(2X>0Q7BboHxQ#QY_AFV)sXW13Pr=+IjWmsJ|KtTCyFVQD7AmlXY z!724BbO{D9Qn=a`1$V7UL7_v1H7rI5tg*yFLlf;2iewzacx3NXP(C z$G_6Ho!RY?2x+9E@_b#lE>?vM^PN*A?DnK)lz!)ks{kj;1vv?y3uy}gog(6K6{rB< zl@Nyal!4EGFLnGcmhCrD!_E}nN}BOf9sZAWMIOrYcw z(Gb#E8siz)r|f_J3cJ-E;Z?xH`#x9*kGpyUJ=yX+Qkj|~FT+?mh!H`DSU^{OM;WK)L&Mr1a{8r+_n|Y(Uz=Pp(h^BK&40u}XcjQtRLQXuLU-Gb3l& l=!`N7W&;)&YSJHLNkLUFl)qVCkN-1Os)}0A%br>X|2Iez{QLj_ literal 0 HcmV?d00001 diff --git a/docs/index.md b/docs/index.md index b05dc8e4..c2938f61 100644 --- a/docs/index.md +++ b/docs/index.md @@ -49,7 +49,7 @@ This email segmentation can later be leveraged to enhance the performance of mac BODY

Best Regards - GREETINGS + GREETINGS

Jo Kahn SIGNATURE @@ -82,10 +82,10 @@ This email segmentation can later be leveraged to enhance the performance of mac BODY

Thank you for your help. - THANKS + THANKS

Cheers - GREETINGS + GREETINGS

Alex Leblanc SIGNATURE @@ -97,7 +97,7 @@ This email segmentation can later be leveraged to enhance the performance of mac SIGNATURE

Sent from my iPhone - FOOTER + FOOTER

From 34944deef464e3c46d9830502d6f6ec4efd48ea3 Mon Sep 17 00:00:00 2001 From: Hugo Perrier Date: Mon, 8 Jan 2024 15:29:56 +0100 Subject: [PATCH 4/4] :memo: Add segmentation example in documentation --- docs/_static/segmentation1.png | Bin 14201 -> 0 bytes docs/_static/segmentation2.png | Bin 18793 -> 0 bytes docs/_static/segmentation3.png | Bin 30861 -> 0 bytes docs/_static/segmented_email.png | Bin 53740 -> 0 bytes 4 files changed, 0 insertions(+), 0 deletions(-) delete mode 100644 docs/_static/segmentation1.png delete mode 100644 docs/_static/segmentation2.png delete mode 100644 docs/_static/segmentation3.png delete mode 100644 docs/_static/segmented_email.png diff --git a/docs/_static/segmentation1.png b/docs/_static/segmentation1.png deleted file mode 100644 index b87bdbdfe3ef6c2b66afc2f44aa614a9e1c7b1f2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 14201 zcmch8c{o&k__v;(p2E{6OA#tfVytC(qA``N2HE#5mF#5CGSm|lLS##rkYOw{_GK_r zQ<5c&Z7`OQWej5-!;IlQO7C)A@B3cwa{YdP)Zm=?p8I>B``q{E^SSR6WpG>jFqa?~ z2M5RDTQ@a~I5_q@06$X?{RRC0y))}H@UhR=Nc#o{y5lqj_~lQh>w4EYILhL=w;T=t zzjHpkY3a+s!Q;34Z{O$x(MKE{%13T#TsL`Sw=lw;#M{@nxLo}DG8$u-~Sv43=5ean@6LvC~wkboSrQ@l_1muP0h^%kD{4nfu`Y(ommic@%(7x z+haElosBql zp?9cqWsKh=uyMPxO;M=2IaBfT@m~uaLS5_4>qYgJ^p@p_-N!{(?h}%~mrrFbi6~DB z&-BCRhN0CwzfZmSUr*JX2V<8p;q0~=g%XX;bAUy_bzl83tTAdfA{ot;pPSZ6n+Chq z>Uv1iKK?p-?1rR>zm&hUzl^_ZQ>t9%Rb)`i%YXOGxY?&EtYfQ_2{tD9HN`EEYgi|~ zPKapy-pq<2u&5CuC*t?%Pfl19a2pfcu#>yq08ZmQGiNntGiTRo?w5Szzy0-s8KJlF zqQjmAM&CcDlzNb>4GF&&=Ga~Mzb(tfsgt(C2X{FMdb#Ilt`lH~IXhHJY3f*@XYXnU zJ^i~4`Cx{slk>9v2yW-V%(P5=_~|_(dVjpPBk*IqX>(8ksCQ7^wrq#Ar4U~DxBsFH zNfM@n?aj_`<^k`cHxp+@{n49{yf!mS7kNURrOsrH_MTyi(sNhlY!1jegom`%RXp`E zO;8ZFx(b)~tpB~0*Ew;78KwFXAO6X_A*&kHk{d}z?l3*-53sL9b>dO z)mNlo#u|D?{<&lDK)6Iy2D7mFs7;1JXydkt2V;C?J1kGuANjR|_pUi%z^Va#pS$xU z%@yY818yDu;qTYV-{ybu!Z$>Kiu;-tM!Juxby#h8lvkmfG)owDJnIa)^+-f>)+sGaarZJpD2)@%+obt!s&1M&^Ga(> za_Op7rC;oAXpcUmmsdl&0`&rG-&SR3K^V2&POuMKkvKf!4aLl$aX19NGbMa2e!;W7 zHVWM``0Y|>HW5U|A(?tvDq@$1{Dw~H4Syw0j-P-A?;k#@v)4`DyEksejQZm7g*9WHwF?@nv+q%!%nDgn z!iNB1mCc2{X#0vwqFZNB*{Lg->)BIQ`qXA=%*|dmE-ON?nickDlVkVR1U(h)i*DPP z_ydWGBGQ@q6717cO)!g{w_Xg8rtwkJtCj7@b8}(Rq+m0`sC^aDcKt1Q3$FJzb1@fc zKblu>jSGG)tNlq^?Z={V)TvO$p+H)Y0Fx|fC24U&97>6KO(Xe$Rh374p3AyQLd=%X ziy^+qVmd7_M)uLrQ9h7|I-}?X>MNx)I=NJN)GkXRVO(WAz{hba{acdU&nPa}pMD|` z6Y>o0;PCW1aW<^}OVex)eX<{QvoiDFl+relA?tTOjw{r`_$Z-$6@ILH>)6fDur#i= zT5XZl@M?)DB|bw2dF?9Lp&G4)SMbTZlxuV^erG9H8axF35__<<`O3t zWt9+i=v|Pm!KHYIgcfV?5^ur%yOh-;JrnHf(L3 zm(+5b>7Uy1ncuCdJyWX=gB_x`-D?&UBSE^kZr{@FU(q+@lv-23zvBXqC^A+5XJc?F<>P ztz@jnknM!*R@t59==SvqEyC@8%5YGU6c%HQ2tK=7TWheF=37LLSC~v4O4B4uJ9DyD ziw0$H5U<#et8_}qNZyeb7=NMT$Goc+1-Qkw8*Ubm1JaGJUwq=dz3#94_roIPt)8*` zyLl4fDvPbvJ-ErK?JZg98ego5>u4xr|IX#pP2EjuGM;4OSpI5r@m6~VJKY|4zbQD} zJFb@9{USwcEN3Rd1))%4RP+4r9d+cE3qtW*c`+rPYp=+>nuyRWK6XHtSj}xkNP*j6 z@3;(QONWQu+A=*hnFCG?EtL;pZJxIx5boX+GxG*XHK^pE?-Z=ON2FVA{CJtVHL0-j zeo9haQp4G!G#wsa@mh<)V(DGB#Lyxmd}-0W6qonZ8D z9KQsP#;W9Sofg|G;U~;V`ATag$(V1x@4GmY62^-kfuG%BfA$T#uVc?IeA}{8Ha0Hg z@4YVtYYB@d^B|?RN+&dn>Ff?^yA$|EI4FInz$Lm4sjyewTyOXK8i5^J>)kTz*)0<> z?h%gQ^l65Q@(-7pQEP$!zV46Rs*12Q^OD4cHp;LD)}Krm^?O$Ol5YFZmX+5>R`Gjf zze?5KYOnr9yn@T`JzF;p-TF`d(J@61z`z{W`f?)n?S4jI+(pkEug<|v?tZ?1!Ly5_ zIVAoA51%nz*q+G}M4bP1X(K*!S68dVcR%g9X=;N)x!n5qrxj;Rz4MSr5a&Cd=uuqO4R+syPG!E1R*Jtq*`@-)uGIt;n+N`I9ku8 zl3cO?KBz_&Nw%bY5DisTvg+)=QWoB3M6S@Nc?%Y3#|{buPfTDJ@%iTIk-Rdu?HZx- z{#!ZULGJ7GgPyC?-#pn&I<2f(#8>aFlK;IgFTDY1FKKxh;tkTx)0xr%3XE=wl;s4e zNB^f4Iw0gF(0s(Gv`x`wO)BhdlX_usL?%16XqX{*dOQw~ty5)0QQ>P&Bl(Wic02%- zBpT*#uFkN|tq-|jl80Ys&8nde#fd;viXQLYZ_Nu~C9wE^M5ag#tJ zqS6rVvVt#uyO>p}OP$4?HFsK*=1N*G%9#D4_x-KcHWd%P z4R`11uzmC#=ex3>%Gz0>S8|(=imF|`Tw<746vk%aUVM9Vxfwy?lPcQ*c@l6~^ms;gaBuHCT7Tk9!i#j2W-Db1u z0jiZc{91bW*@%oAybRv$*F@>bXLT!uZEYC!9Grw%Y}oKHn3XnE7yI2sKO09G9*+i_ zI^=+)XoS-x0;6xLj)0`JIl1%2TwSwa3AU|jFH3TDhNv0xdhDJ$^Xi6jkZzBNX+yEQ zX8w6208Vppp{GaI{GMgv&oC%TgB2vZyJNrxqXGoQ4 zKi;U(7@dMVFf^M)WCU7f3tsWLkNQ{9t-ts)NOx@uiyiOER=+H;`75JD=JFT|>sSP( z7C>_rBorrk=obl*>2kKsw53n>8+yCe-?w;B z@1)k9+p7}bIXD<^J9Xp=-AR$vmcFnh4acWyWhmqsG)canI1#3wCZmr5pR~&E=GC$- zP;b&96AO}Y@zkx=PR3Xd=oTz3%U)o%i|+(I(;;a$X}^1Da#zxrFd;LV?c7-2U$)xd zUhhqf5Oe;YrJ#9<=v%zSzjAy=X?t()`Rknffkj>w)*2c2B>oBdd)NBH37DRq4$sf! zIZ)AHMMddb2D^8X^O(MQ%qYy$=zqjqjn18q>Ah0H)c4vwU13SA4$@CyHN z1UfJDW^1d!t4>7th%ZJTwOEaNWBWp>!|R90>5a>QT2G&DVLduoS#Q@rc+)B(^Bw!6 z$PZ#J9}SrNOLR&U<6mj(kv}y!=Di3F@tH2;_gHOzebgrgxt()gADsWIl5L;Sv}_En zs^8gW**^X2@YcSUy-7UPKqV#B2YQi;%w-vKMHp<&SQzHFm7Gkb0NbRZW2waUC*b@8{-#7gC|no++AY~ z;(hR&bcSty%JbS&leZr(s`Y({#jiTsf2Gw^zUm&2@$~(sgZJs&Da#7CAyq$TE;vIV z@vs5WMHQ8z`I3++6H*>Mn}()_&#Bq_S+!)D-TtU!v3AFFC;F=2tbx6=iF;+kg(NxE zuHc0#5{!mYNh<9w{Pe^l9aL;UW?!1E>Ye7{Hx&*u-^Wql0oYnU{z8}2$RuMZlL2AO zgv8NnJbuiT#~kr4dcc=@v5h;v*H`cMm9LHKkKo~|B&CwiBO#LsI2)I@l6O2h*l5=G zNaIUX7vA}dX8`}yuX%m5F(T@S+58#Xwp`FW5Il6TKY&uac1r$k#F%*QImVCI`q&g{ zYbMG%osfsJ8LzyocjENbM-Ly&y+a;%Rmmn|0XWj8yAw@*MpPS0f;FuxhYIKH*Mf9% z%Qk!;s&tvmw|D*FzA#i3RyTlCcI$6nOy#1~dQaZvPELNjRJZU>0Wnkf)lDHd-sDvk z#3PWoMhT0!uyxuOuI9Lak+LlRyj#@0>TkWi;5qR*$`h!5VQ(P){qd@$(uvKhX^8e>6att!7( zx%Ra-u6C$`+^#@ZhJj*O1B6IoNJjV$rg43!J#1=qb2gCPZ|&s|6v3}snSGPkz(pFv z7K(T@5oH9D%4iiDsdi>fHph21*fT4%(g|aTf~B4PLrx2I#0G8<+?Qd#_WY-0m@}T{a((7H{t{i*8suh_j&t zpgkmenolpvs8Cfs2Ys82kD2032<{5)S|5uGTrzjDl_bZ#<~V;y@Y+K}_;wJA2T3g3 zxBst=8`-QBS$mpFAZ`BWBmb_vX8m-97Eu$*HCLcO(TLij^t=ay<&JMWX7A`6giC^o z%u0OV%(dl%rqNI#TqJGJ?VflL65pDw_NiGUq+M2a@q-egQ-OCR zi>;OwzP;%QR8QQ?S%%gk+uEyfio{8|Osc#F$zLB-TMex??hoPRSImX?t(i4K*I88| z49^{7OlNg23EnImSPSGvW~cEyynDOgVu9|gS~56faV~MP3pstm3!CIvdO$`qIc4r7l+B#fFsO=-_Wd zi0e=P+6;H@N;0^`tOvRei7{YZtbX3?zZVYHgY*UBwOmYKxyHWRp?4oN$^|!6=QgL9 z5=MjOQqhAhJLA*aQ}5g1@kg$FiO0e>CNNtU(>g@CJ5T7G>*GQ0*AYHH_gHJEyJSDg znKNX$Nx&8W+w9GIS_cD|sqm6qxH0k3^cyE2Oj8dEYYbjD81|*!p(bdHEayt7#8ZJR zyXI)XIwL7Fgg#=nfO{qE97*n7)znFY=~{3p+`UUJcvlcQ^f7;SCW70|8`$fvpQji4#|CfZT66qlIJ9>VaDv@P<^_d68LP$Zp(PX=CFkzP&8^N}Ft|l(fi{ zq}zGjT+86NC4X|rJ;c*6J2<^>dsUt(OoIL!v2!dNN^Pu3`1BrM#KCdq3RrhsQz7Y@ zI2+37{@fT@R0y*e4lr{|zgx7(T5VMrLb}9{U%7h=&=&@I!7)fN%7<@99{L?CpwBgWY1oI6`StNdwu7wSEu8eP5N!V%zxh}{HfX%T|RS&alJDi z;7gT@#AY|RwK!?jRkbe5oZykxs%CD9k*77r<7lC3h+1~+3EW?r;r;Ntoo^SN1o?I! ziy^h>lGoJlS3HB%$SpIF=x9&Uku617F8=jdHk-Ig3Ccyp6Fp*?&ULMkT0M3_Q+zwd zc^V9g_YlTrLJhIhSjrN4^!-UECde^GxUx(^fq3u zY<9Ny*ohSp*xu2~S%hcQG6-4Xzk;@cz-yPLKI7@)Cn=>9Ddo^=PlNQQ;%kdQ7Yvtp zkf<9fH_J4RUi|d*+`@;T1&sMMCTtm#yNgy;J#ly)Lo}g9fv$mv8O8f!xW@% z^)wTjt^B?VZpSp1?JrrnruWl7g#C)SbPwUiFSXqKpM|BK0S;QpD!PO*Bvw|Gi-wjzJfn842*`Qnj-B-0wn+$3XzwY!kT~l;@OH2?b z5yjC~)I_7m_L=&*EBQXoGn$bYYa*fwPP|tY8w%|ym|dR;6ZOcfoq1I|wdpR7U|f{M z+6r-2NJO5Em85J|N_$-13VpfI^P}Z8JLstu+QU^P2ll2~2#4PFihKYq{s_eZUHnG=3y)b4=x$s7J|rZ?Zj$~u?n|#%U-gv znFCi$vP@bwSnNWh-1Cl2F4=a6GVUkN8d44Rw{nJ(wIH`~zoZDxBD_xaF_>O5a;ipcy!J zaQ0mB5^RzCnUe0Q%|s+KHgEcc(?iFv7iriB`en{ODXF&X-+heihOyPRfh1&&HWYi^ z8L$!*pEFTiwD2S3w#9JByYjqFS~M8_Radpwl*eBtMNL#yR+4FV3*9Nsv`Y@WomQP| z_>ZlDCO$-K>PtsoVfz&am9g8M*)b0y)^=oK??IPiR5OH;0OUG=F(4S20PLc&4iA?Z5O_W13CBTP~#yN#Ky z=yvH~HulmeYZ1RF`{>=%YkC6ZPtOQf&VBDge?gK36*)1FADBy++#>qUJvQmwT>5lW z!2P@~p-61*g9S#K)OS2qt3%;HCo%x0nFSsrIWIQa3KRQDA#RxZhEDAqmfOJz?3p$l z*~T9=B`%RFP`R=FWX|X&Ya!l2d&zuXQwk z$y*EY6n7GGdZdz&8~%4Gk4eI=t28lj1&hRn9=c>?}&1sT=~nZi$ckt+fM5b01+%G&RBx<8Bg|~W@tec?8=ec}fntMo(8WfEU5n8Sp8Mv(d@E!)h4eA* zNVEc6=b#}^m~29h#LMwbbu0aYp#h`MWp0&(FB~~KaKrmxy~-??j=oyc&4clh+QDiI zsb~Vfo%7i^ny6Z6ZFpnAlc%9sML8HlNhZX>8=*hEJr@W=#Eaz4D!L7&#->r^9fb#A zK%KjYZ3ME0wYZhk4S?wf2-rPxm_B!G(=)#Tc=AYNsSj0yzXh|s$4>CWGo0VRZdv?Q zY@vmD^=5JA1jEi{C<~S!*1T5Hu*hlbS-((SOv+vm-^`MO)P&h91{bh2S%vWa>e$iz z*&Qz+FL#fbsvhk?b8rKG>Hz%Y`1xMkKVANwY`8K@pAO4JRC$MqLC+y4^8CqJ3<$KT ziz|(%=3D}y=iF;NWv^6CkN|gE~Up%&wL2JCazsKr(eY`>c zp5G(;(ooRpX=1!2Dpv$n>|jaDHj4AG@-HpP>Liq#XXGh)a8hj|Nkvcd7fX zFka(5`6W@YNc5-Lo@n55(!1petun{RyT6Q8XKe-V8N(q5_t7FmfsH<#7%ji+nBN(6 zaKk6Z84kG}Pnz^8aXMwn%lBrbKd8Vtlcl=QxY(aFgJM0Mr{|KRQ{<9SV;R+W7AA+~ zhX+{^Og>okvaqUo1-*0+@5kZ7%)wbFR@qx{fhF{xg!YuqU`-;r#0rrc1bJ;0n*qHq@lwU<~ z!Sc0O_0KdTCr1-`9D)ATi&tTD0hRL>&nlr^@n>v9X!{(|0v8begrur4G*7_B$DQdI z@h4_tsYz%`N6d=C`B+$8XsO3helV+l%ZHbIPuw zI0ArP9hx@{;O73Ho*iE8*`It|Olt!!$6S4SRBbl3uf&?P%aEl3rYsADnpHoqda`_S zd4Ub<-T~T^gCZB}nl~v?dpi57@kR058MD9ukY#!0qwvc3YCJ$;cLfx4Gs7Vqygp=O z{5gBl1Mz7B#jgF4s51;OLAXR!^PKmPoh5l2kOPLle|*Z`mKY+ zmbfAG#^`uT%v|leT7>h|Z}%r@QoEOpc)( z*q}Nthg`$Q_Yc@X17=P`o6pjpZuH|$Rv z9y~0p(hJB5ZQ3&l6g6pUd|0Ebdx>>T0HD?`lP#-Ulc@t`xd_)<$2R^NfCSt=&-OHVM^Ed;RHW}5ymy;Y#h~;wr(SIg0DN+$ z@SNjC5>_RgnhIs7Q~N4wGk#Qji@u66>Sq!i%?Lw?a=hq)9_KXV@gb%IXT{w-mU|Go z;7%1JC>*MS^eIHW@}`0S{LCL`B%vZcFS@g#-D1_zxG@ofGjOqbN362~+6yb>(gexa zN2f*@U&Z2Uk3zTPeCsdu90$_NoOWe#S5$Qo{BQ1WFHc<_o=UZ+A+*UZ#GJ^G&8bu! zfcBvuR>JbA>27FmFWe>)FD-bW=S3<6A6DoNAjUix%c#G4((buPKD+<%}-MYu`xpP zi?XfRmyjMs5znaScQ<5rNIh2xE0_(7vps7#bwkWSHDG?Jrb#Q`M8V{S0uPc5v|N04 z^^6v)5J17#)Nx3avAxvur($70K76Mb6_tZ}4cz`!a+hyG1f?osO{Mr^Q&fsL`{nJ- zb|AFxJo-rNa?T;Z>>oVlo+dX5M)wbZ%)Pr0NYVc8$SzT4D@C~~Jw z8!%f$4j4~3f|tzlv9ROp2_TT1$Yliss4m-~(nlt`k-Fsm^~$SJ|E88Y%XeQi1Rk<2 z-m8%DpKRu&rF-1k<3Xj$fpwJ{4W=e&^^5Ba?Gwtaxi0?# zDpdi#_PK3_I(6EbK=Aj=`vNrMuuU-ntX;nn1V#ij7h^>*5>M0rILQ^0*ulcim$z+& z4OMDE)P}X$FToB|9;)wo3MF2sjOmK`i^A6oTXs{#9gL0nmT^w5hPUR;sf7X2&_4Sc zqqL$pz&JxkLyW0o3()LJ#m(rNEB_sHe>lJo#e5r`rEbjgiN1z&fgwFENA&`#Y2uQ~ z7)+q_P^Xhook0*$-(v>Qht~zra%RrOUk5#s3vDLWwZ-o2KX_!VN#}rWr*go&ML02L zDWqKi)Q!A8?K_&1rQVr0qoDMMb0-Et`{mC%f%Gl%+4yap; z*nRAZo_=*!eQVP;olqc=G^M8vJOEgX`tu`}EP=+AbHIj<8AX-Kg8TW7gdhSRi!K|E zcO`Rpa3T8JOe5x5pWR`(C8^YywAIb>>DlCiML7{Jp9`G~vwMT=95{`muxq_+Kn1j! zc|}nr$an#eV4*d7JUAU!AnVp2j8(u#XTtTZcFX7Zrhy6+Hgii8-y^w|C8yd<0kkf# zrB!g93{@oS#05c1<2T&}R>OHizR7a2&nOLYkbEvg#MlYsZ~)oEl2vS2UXByjW##FR zspXr&Ba&}`*5tCeMaCt^XnS#VM3mN#R#sN&>^9|waK;H>p5U=f@wfHItvChAPfUT>*jY6AA>t-ZN~YtjPd=Wdq&&+zGg%4o&^ zVs68r%_DT_52L349UlHa-CBYxr*-L_C%YpT!03fz3xqGf*;Q!B%o#vGXrM%Uet5jk zlU(fqVx)Nd_?mzY-`VzLtuKHWfEzig;$fefbFFKgmHG)r=j`t_xiBOb@ad4(1Q(IPa>-X-qNNG~zTq)h6(>kIDLjFNPB$ zSo;jBIsjQCzaCDk@AQuO3o*sC_p4OJj50>3Pt!O2Ctw4tPw91S(b3kV%i$AkiJtm2 z|8iBv%=6mOnH?$PP(ruDO8JRl@mxmAS&%trPq3H_uc^ivrjI3&hu>2ja|@$~F$8phUuK4KlB?WOg&@Ixk=$uNv2LlX z!5c~_a~wAxF*TdZ>I_t_+;~%;*C$V#JZQC%csxZ8d{bDToe+X~|IWh1PT>*~f%S-- zi4fhXm(^MIgj{xG+ko7Ih`!a};EwA8qExGXsFd4%nU{RIGptNAS4&MD3qPUY+p#n@ zqc1>#9F&g4EI$DrgRQlzA%r5pg5=Bx)z5%opx>A9F?3 zZYTQJ)l1YFNr&`*H>mcfry1&+%Vl8w4l7TI`yQSKdM8(izy=TxBEZmt6r!js|iy?vYD`drKnd=LpKi(sU(Myy2=rK_G5dyR+fa#Mo`A=TE`KW+qQmWAXo+!d6 zu9qJJ<_F4~{;9HvNbTG^f`@x}Z(56(6DsWmBaM}K*_OGU-i|Q9ViqEMrq)bT^Wojj z33f>pFt2H`+fxDnNG2KU@75yNQDWCPROLR{4YXh@eq_0u5lo^h?GS44a;=(nFs5N5 z6?O9sAe(L&IWkZY{=g)T$6$HW7(WD4au1}-Lb3T8p+IkUC4Tos3D-Z8pW(*>v+C)j zW@d~}!AnX*2}r%8MUvmtl%No6NXCEvtbVzN8yFDOB3kj5-0R^`tXj^PJnFsb1y<9R z*3E_u6tdFm$>iQ|L*~}94QHMM@bh!3+0XfYQjM3rvgdGZVqQ}#_=*`pK~NEZ`}R2s zrd=>2O90836-H=wa`vcc>7q7Aue_epqlC<@`5w!`J?^$yb_dpbfI&hcTg2 zN(xl%S-I2@u75eu<&!9D!7T}lj&PaF2Ifv&Dpx;EAfaZCoZJk1Vp5wjOy)KZS|HHj zNd3c`JiuIDo9V;%#fkSo?sL5;+@nFITw|WV#nA;I3}=A;{&Xk35Ew2y`YRU*f(0BD zK+7nq5VPFD{BpY~A!~trarGZQp_2R}aP{`oQJ)k!MCOdCv!HY9uRV z3L#^n1_F`_r5w!A3Wp76&~*HgGakBLTb|XHsBs+tRj-g6nzDBCP93L7Ihx$z+sUyJ zdKv$e0Yg2)ssS6mgjTSFq)yIiJtjXK}UfD-ZGyB)3h(fwqo)RATOP7BH)F z0&(I2Fm@9Pj79hX&&N0HtXAcnZ|RCLyCZy$;c;B?GD+D9sM4DQk@9HOMJU`Mnjh>q z&qrtXYO-YHb<{w*mj7%>?L6Wu0vJiXK$c&@7`ob#=ywaAU8(h%Fkx;c-_6HADHG!r zFG1~IRXQg?vyPQ=P*TY&UjwesD&o4Gb#-uegvZ`!v}3H*-~Y3aXYJXdw8#lqnv`9` zKW;2+aCV1K$V!ViyewqCtl0+Ok3Yj{U}iR>*g-gs(R3qMi&_34IWt?6fjZ4*m^Ohx z=m^TCRY@0Y@b^kLeg8I^%k=cot3CD}M5Lf=qYX$`b1s2~UlOx1^HVs-sILf{tI0lh z5{)T%XFL4;peLoPQQ(L~(aAxzYRKku+$)MsD&2S{m=acR5{C8|2+SI+)Un2Vfm>EY z$J%~0n7K>I=Sqk*d2=4n7LAs>52&nNWp>Ef-nA3+mb4qH)@sQDgx0|AP0hpMOaOM%C+mcm_K zM+?8NuscY_QTQ)5StSLVqGFDWpg^(N<7LM?-5Fq1iQ$*s!|x`3zh6Z_y|4ti?~X-e zTctm1Q}8krfA#x?trqB<(VWSg*__3kl^G#mVaU{mKsbl2i?%W}U)%s<{qp8~MJLP= zn0(xOSEyVcgcgb%xn&E>gpEi_-6;dLN2ldniHR0*-kgY$-J3m*_>)uhHT@#hw7;Sp zmbPtdcRVJg%qEI__V?RMEm2f8V#Ell_>XEgk_=;K-_%v>DLO1vVAu9rnzuF3H}3rV FUjQBH!qxx) diff --git a/docs/_static/segmentation2.png b/docs/_static/segmentation2.png deleted file mode 100644 index 3f307a43cb9cf4f63165da879aa0ee0e62ab29c2..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 18793 zcmd742UJsCyDh9Q3L@Po2Bj!y009YIy1s;>bm^T42%-00R00G+5CQ4EN^jDO2Bd@% z2)&E+&aZvr+!FE1BR-Bh6 z<`FC9P0D(S(f^!@;)y%E*o~>H;TqxZ%|Nuo)~##P*(VRrBqmQ4o^AMkz)d%){B8uh z!1bA|O?7t;G0jQT3F!9O$@E#0!L49^qklg4o+;eacIOh)0+(8&!Nqdb80+^5Y@r5C0seanq0t z8?cW<{u&DQEcKW{3v}ZloV?QZIa7c_cZmvf$ zde$6>{prN54tx!%*I{84m9~0o!y%}`VM-B_|p}us!bsSA$U;tid`P@HPzyS@JxQV(wRx5okfqInddgQUFP(v zpZ($BhKNG{d@X= z(Bsa7Nb%!mete&Kll+F?5~fbsvWRYnj^x3b|IT86WHNT}4lzV45LXfb`RDqd1Qajl zkv6MGLoCf|OPd!~aAl5I7bQ5*`-*cHeF1GY;Qewl5>>W=?`K&FCFiX-aWRX8&a%LEr@e{GHb*K00fHi@ znQD#<7CFt~Vh=a+W0u2*C*xV(%=t}A`K{-k{2nVyoL5S=^8gcxk^h_7OctO1t+Xpf z{Td+G-sqEe>XAi;mCPrEjqD2S>J8%1wBTK5R{i0#TS<8!P~ek;rqhj-&p2ah^mTfV z)j3Vpv)ozV1VRX5L^eLjm2UjjHfjd`m4cim`&B*Np*wm`%}Ez0Ub6bh`vixCGsd#C zZo*oyT^Fr*;i?jQHgzXqqgS>F$xTy24L=WqY+S;d4z)moMg~S>~igQ<*{qX-XEUiC5}g@v!o*75}OC+kU|&T>+ftYijKXla;>y z^DMh(eAgqCwG>B^o6dq>-;yIc9q?6ByTn;>c4G|@l&+)zZbRJ@-^X~3${nu{ly5i6 zb0@^~!*!ulne&N{HvFt>bvjjOxL$Z2ow+UUbjjP969wpysy*Hbz5*ijJxuXZl*r+S zn|b^YS+AK1g`?7VGF7TU!R z2RQsI{q(hdceZxwj5ABBSa(LCvM5wjoViu-NLWb(7t^LCJvXQUs_YCngQ_U%Zd!PG zRwm#ATp6l*V~qsIoUqHGYCcI>ribWaximKQGCf(%t`a(=pRY&VaciFy+BK^61U)!m##;` zQmUg78v{t1=o-@@4G)BS51DjrHUWQx@}{|e_^nd3qNnXW4Mm1RV)+9|0XxOjNGXG} z!yeX?uFl7S5TG?sX?hll=1VzAUJh1E#umAdP!w%nA#eC|7|ZnGc+5KwfzMwbuciNr zbpwxI6b;k(Y0n7z@`z`3t{ZK22p(y*>6cJ@xDFy2>b^4(=c!M=n#9d?Cf13w7OYnD zk#9utWiRd=G1yx$y1JcoyUpinW?G39BbW}q_s@IWCfsl;(7uE;0Y+^|{T{hm%O)&P zt4z_9Jo2e-;6=(oWc2b+F|XG9HZLBIu59=W#cHXE3aqL98X-$)G)-wQKJ-;UdsRMU zm5QoL>o1nHaHhq0D0;g|UsaepV zPH1_1&+nu}{46bZwcQPvCKp*x_jVGK+i#E|V3)|sw>D?7LdjawZI*8eu7UGel!R?` zdxA8Mq4yHigy6;M3#O}#UW-2D`^}jHis0p+tIjSh8a(h_Zxa_-Aaxn1#1Wg(0kgFx zoA+rklWBACmMK#krN~aZw_%0yocP({_?V{bJ+96v!qbFF=cAK9nSGFtXJ->#r?o-d z^4vY4C?3jxQt8Sk9S}R`I%yJJitl}uMs{d8SD$w)k5sCjioCyt{$aWVED`Mu6)Rn? z&-MY|WLBT^FCDQu_C;(pbm~Tw){>e?F8Eu0@NJbYzoiIf{%dgA3r#$xl_z#O9+^Y= zGZ{KHb7O;nMa2D^#_&8Anwtr4pR?POe3YV0#{-8|%E{{>sHU`JbTM6F;Zv@f2udLdo!1GHxX9L~&51<@vsy-#}uMZo{pv%s=2o)8HrYCFssT0=tc5MpF$Q zCTj2=N7&$B%-3wP1M>ni!@ z@$N3qhQ;v5+`n6yDiJP>BR&2H2&S}^iNK(LFg88 zYVg#U`kLHnTLLMn$+M@bzDXo*GWq>zqe+=tt7%DDcs^=p%&K^I?SzE8e)De;d~OEr zaHTlKWx}B?%Wc}HYQuuBLZB(dONR=$eiCH1)prZadqg+}FURPAplI2OWZf67oaFY4 zdzd6HDsFHx{alD%`E;Ip`Fk^^eA8*S9d1@bvcNad>WmQX8}+bu2j|V?w+;{6e^@ zx)2A6B0ipa@sDCm+$Oy2#(iOQ>0;JYLBM(i*c!K+{xct7lxs|Qp3?kh^PMsK3_5&B(pfLwUZ=-#PcumM zM87lcV31o$v*8p$jGjxcu%y!sNv>n;2G37&2vc4g^Rtq{!LNj^!;Nc zQn?&p3ex$A?H&_G?;yj(_D1-9r+xZQs3a%GZe|met1{L#;hBd1zTaP4E1mA4`rZ}5-rdHf^uuw1V zwLVcXN~@RI!J0C``#OvCw&mnAP#{9=`*(k*Q$F+VXCWN^-&n_2xfRV~`6hAQ4^Ca&pcAXYqYrskf zD^6y@RZz&n{m2wke|4FDC|4F~g2wJ`9%pc!oIlhw!MYYvYqs^H-XOk&m*Lj4$(IHW z(znV-UoKbHty{{s0f>z8=uwPFDo1f+E!RmdFPuC9{*%1f0#%aevp2dNsVuQ9T8j?t z?TFQ@F$tSi(KvlW_OM;biH!qh?lM*H;c**<3N57H`+x~1BA&@ku(hPn8PD*nMyTc!I{Q^XS!}C?KKd$gow929l8Pgf z+)Ybf9S5bjFhWLRjDf4p;pB#IOy#ui(Zvl}RxJCl`{q{?z5O^ZRmy~d=7#U|BBLaX z?#8wW*Veae>()NL>`9F4R}D9IiOz{!{J<~PFXlfXw9bV6>jm4qj(O7H%P%#8(^*s! zKU3|LMU(W)3yeIvUwOF=YG}=GSb8tESDBi5wD38s6jm*mzvrL(RxT_05z8eR)S)x# zVRoB*PxQ6m1Ha-@gCG$Z4-ZW|B-Cg`Nb5{zFk>9n;yURv>`j@TBo#sOV^MUYp6~4S z{V~+EkeN6PW@@T>i6bO|7M~ZIL6@LzwqiLqbiYz8tr=nhnZ?}MK7U3#Tl^o@y z_#kkPUP-D;fi1eaRdC!UhEcn+AevZwZ$J&Y)RFWC&yXV{tia5>11#GfIgjz zHOcvTe!tY>oVnzY&U%S)u3Q@{17<0z^)sgF3PHZaVc8)SHL0z(^|jljlMrP$JQ=MV@t%#mJi; z&xyx^k4k{+J}+`9T%C$hikgo23K$|%S#gm;d@MlFc>S6b2yq4#a>mEzOZ$e>5P4ddCv+_L~>qZwW5>(-H^1;vh{YTy$uFDKT&ZQ@FWg} z-&!4B-Vx^NzOcW#lo8&u&lVUkIAdt6X+hFOyU(3Uxz$Fz@I`geeM(EqL&W2u$GU~y zI@x~mQMWLBr>5z+)L+u`F}S=s$3>(DvY)gF#kZAz5srH8de>NepZt0Z;mf1+e@*igyq zuBo|ql#Udf(Vgqqa4PC>$rasC-eY0f&Ip~5!qe<>r%2Jz(CHv`t`xo{ZMJ|*Jd2bz zecOH`1y&4p1P4C24zX4p42N6`R5gjc+Xl>5{XAuQ${e*h_ zvdYOVhlft+%EH6Jru@Sy_>@c(DaYAWz0><2!!QLp<+#kJk-7}tsDLZbzaN`tO+{om zJ&|Qgf1H^n6__6RMmRY4%5Iv8`?yWjyvgIB50ucwzmn*SI(LbRq*%F_#U7Jnha!1~ z-%|23#JwtezR;c^C*P2a)ug(-NHOrqGS98c=PHYIBZyVWnvSGWo<;Y$5Im}C_4?mY z3Er>FFM_E1VB7b9xBv@m-qjd&JxPB3K7vPhA`&VDd+>-jLQBW+yM*-h+{hz!A$Tu> zB-)D>dkH4&L79>061bf>l){v*1onT8xiO#Jjc*NLyM`r5QHe(pvU>)6Ts{JkVmscd zsAFGXEOf;Qo53(EdJQXQt+oyUuBepW3RVJZbvzT`JdnXp=DYck1~g2(eYdGBRP~HE z2?)%bXl-QR3pCi!eGMHjYMrFJ>(V(Bn3L!rV}*Lb+3T>g)mA0_5sl<(Tuc^YCC{Ke z04UE<(WlcUxYAJ5@y|97+hL|W30WV?p?H3HVkcC3p?y+i*F#t^T>uPWMW8Z!nJ&l3L|@D zPxa;z_ZXCIW!#xjCELO-tZ>!sFMB^`tkTjP-Qq3S6&^RUaaaRpG10rd_|vJG$gkB= zdWGVp`U{P()PYN(i2kuIY8sw&U2y40ki#b`R!&9jOn8EamJ5hBUB9bt%bTx+*N;PrS2l_?-%az)QWyV8kg}{(1Gi%8#{5Xs%pF-G-k(eFChN~`Uy`6!__GE`qtd*Db*s3*TL|z|m zC8s$^=fY6F1eqT$S(zT0sVOAV%^`Fei zUJMj*=|l<`aNlXNX!aC0F7eX;m_UGX!yqr@j9^QcdLU2{=Xo`BMFn_aChE6+qt;Nb z@8x0KA~u+s*;uZs;W`9@=SmLEJPN6sIp}If)vG=zZKGW07%!dOk?P@x)1v)h!d#@I(|-PCf-Nb;; zZZZ2#Pc?-)#0=V&uTMjh5%4u$z+B17XcEcO^;KxOTZ zctN-|-zBG6MZpgFjqs}=TED(x+5Dx{UR8F{NX4WZ+mltE_OU@2c5>%iT&f0he%I$o&)seQ|Jk+JjX67;cUBL${MrZL@u5X)+_zo9*1Q|v|9Yovr zFp!A2O9Rft;3~4t6VXIDAKYUC&O;eS85jJhCEx#Hxam}(MJ`G-_A21wUzHtAQFfUD zF=9r?Py9X1whG?6jfTNCPzpRkZ!3tp+3|Dn5rJt1Q4J4$C0%Zj>gh0g<0K~h@AQNS zl4BOLm&MpRTS}u(l)f7dkK02v_d+A59}|&j1o2@Fe z3v2|lrF+c}c!KyI*4xh|lq@;B@>XSiDo3l-_&jh^++h{Tj7m60O+^uBeByKtq?A0~ z)C}@B*;TS)bwaaon;AR$k(!Z8!E&5RJfJRYT0T8;K1yJF38|FWIisG9T&V_34-0}M z0VFfUiFu+YO~R$14bE;4pEU;}oP>F5kN#*Jg&b&Ys>A24XOu^zZz`qb)00D@=yFpw zEaK!KO)M!M`u+4pW0=@>du5Fe5F*OOfI;n($YP&4j7=zG7?s@#F@G=V8-=w_`dUP{ zYqAxSE4kS)t8)Q2xQN^`n581?g0I{I0yW0G@Kd9Tgph;bfdR|3qmnjj6R2A9d`e@I zx6C>}&YO4(((FDsbC;6X-O$a{8{K~bgALiD_0I#e3asH&`y}P--Us~I$2GT+yGepB zmV%5~?lIbk+IR&pBq)GOdp&7>r5OodMSU2&Ie!P=@`j;H(ZtIo7FwxQ2@^M4xI9=| z%s%a2Ot&F-dkaENtUF(*|IRM8=jyyECHaQVgCGW6hslVtv&`MD%Y-iuCp}2jj|vyz ztwPQORwy)SEkskCP+(vokL<%Bw86q6NJ#(8+ELpMuxnxqp+NldZ z4c?5}CLf5)Pq=gE-)8#cz?1nn<0rw}zC*>+h@A5N#fsD8_qJ>hPK=aKr;@Mu#-K(r zz}}&JnKb|sBsjGbu#OA6N9_$i>f}6oZljbM$s!>5o71BB_U$e2#gPTEqT3v|KSrc} z-9|0u9-mxan+_(;sNWr=nGF|6I#&9AIxuc;#xFkm*yj@~S%iJkbFk97^l{O>H_t@v z6@k>5eMq(ELroL$IR;9RmKI;4?aZ==Ej;vyW!B{5#7e_^vs2s*r)+uQsQXhoHWBSQ zuxh9z=LOz0d`N3&d~x34$FtJThltf`hr(z&tr$`hiJQCl9kXu5gR;5PTpoCD$59wD zzQCSSbBGMj@#S)T21)`1 z>l}~SNA@X^_vcHo+M7wyy!IRvO{(BqQ*5yC+g|j&6qVAnDVwwUPH3vVPZkIAX<_5h zLOJn>IZPAdyC`0wjZ2QM@3IkW@u@Ga2Fn<0ztIo?8sntv=gWr0tUIXHc-Ug@Pp7f} z9&vf!o4tGbL|d|yN{lKgw&c(YU2S*F!wd$}=YEbiElI|*&c*G!XOQRv$&;OaL=avQ zqYXuR^TU~$Gs1EFscG@h>rz+Du}KN<55w*mJ5Y8x9gzGg$#G>NR3?Y*dy(%{e&&nzec&jnW=_b|9;+t}z2z6c zYNQ_UBvsp z;w|2*?(6e08dL)Rl3xB>UDALLUfg(SIrcKa23NaMG_K5=X#e*iP}@6t9!Af`XC`@e zOgP#*w)X&vh5ZvXPW`e>K2cS6^;@kK!-ig2;gYA1>_UJmD`%%;-%No>av9S3^ssvF zgY})T6tSA=(ly_MPUq#-(dFfvhD+v;l8-x$a9@KMKKh;{OlP*Gcw|pI6rErt4^?ZI zaPmhCUO%_m`YA=%WBXegv%)3fA*Pao)XJ8}xZmwZeV|U9msqm9smf$9;Qf(si7xJC4u1kWUDxzv?$OdB1_2Pczf* z?EwPT+@D%xd&H#wr_a9PzT~mJl~F8ZmyE~iX_kEd=wfohsZBFQxsJzPR?HZA`y`dv z`|ggW)192TawMxMlfezHI0`%EiRF8gsPdw`ah~E#4@wv_=uSU19QxXgsC%=136#^7{8CS;n zwwJR>y?_ESuGsHn#d*qOF$<^^vv3(Tirv;w=%yH?U=p&`_pGm-vEukujgAnIM}Sq- zU>0U=P(#)fU(Z{0ZH&vx$`Yd=8KrjeC*732Hp-Qi)PxY=>&)<#lR4JWJJEgo3i1f_ z%kH>H3WnB)xI5&dkObR!Tb=qxb}^6wg`mLaRXSSw5v|shI<;#>bz|pckgzt1o-E2G zOn$MgyriW9m|;I7OymKT)i_YtCJ1^1on2ln$Mzfz0R|K2KNV#mCZg?@DBuMHA{>AB z?hAf68c81w)L6A}Pe>S|Se}Y%zN@IN4W@C?(-l7M7MiZV(SUffVlNKRT=TBjh;bqS z5O_q|MfodtT|0W}hhfi|J4QKPY~E*ExqMUq{X1IkpEE(r@1-a^4#= zW`}zP)eceNj_E)lE{6{*R<0pIPSd(Hq-Uqdn(Y3fs2_NiWLvwOJ<&Q}b4+h`3FCV( zAG5fZ&V^7L6a3C-?^lEE1(KH_Nhgp*+$RJ6` z&hR1kf!Z|q0Xq<}wxv?}$pO8S9PSN;xJ|hkSusU02i{F~=@A}%O!LiiE|_(!r#aO) zRVhV8fQl!v%J|8O_9W8bolWKVL-7)89S#c5)lWINCuV(a2`9 zgbPE&2|q$?mPcMn_LWF#o!;rmDgtqYm;HM^N`g68_rMM~C1t@Lj6jqKsSZg{vU5>~rl@oPZ=&CTA zFEh$Z6rqNrGvAwoz=@L_LCPd41Rkr|ws7S|bt-z|v<@U!J|iRkX~kQoq9S@enZ*Nq zAQ4T`dG-6YOxLBh8kt!3?S`K}LI|hO+sf)xyG3>D@!eE5AmW|9aXV$gA{Hy@#3)1A z{6=+Vtm*7zgCOhzs&v}DAbpFRyfxtXrn(X39*=31>jOfvpp9;k=t6kei&$tQllSHm zB|ddft4npzg#1_vp}MWkUlW&Y5=L8^J0?l|6JTL+P5&P z$9O+0qy*6pLyA2`)SF}yI}=N6s-`7Q)(6z|7HnW~(5~m7Jlm3TsarWxoebiye}A<6 zux_=i{@umYeuHd}Y{#YB)+J8_oxTE!OiHUJ)t98fck4(JCU0m$4NgwqZPJCyNmU4b zu1$m~b;k?jo251aWkr57OqBKeksv4t&^+t}NxHVs?=OR|bzL#LtU&ehGN^4AqDA#r z_BA^cT}oqy#*;bql7{z4 zGB}A0Iv2eT6Hv{C65R)v$c0?Yb^AH%3BUGgHgi@a{~6*T9>N()y^wc_NM(quTo8fF zw7$l&4Klu!(O5y&mw=M{wwtaL_1Z>awC!{7UmsN}Ye_lAGYx}Yt(A4T;MY3Mb0C}w zjQfIJY7C(eNC9J3ODcSzS}Cf*S26+9Shjtx5QfSCz&SEQUQ7Et~ zSE%-CbM-(F=p%#^SJGXdUrS1+`f$NuO~BW?QLxo!CSAI4)@lrS*LTVdjTF1*1Sl-H z3j=8x`mV_&yjN7R?_)hl>Xtp>f8&$(UjGCfh}$LNf&8s_BwLXNH&gQsx~p0;hkujL zb7V-kX;9rc>S#ii@zB$N-?V);VPjbYMO@8j-px@03fvkJJH1lxApT|22kEC~3FHH< z)-n4(08tCGP-58B9)eX;9CLe`GSWM0BbF%(92zVA=?p5%P%aL51{Hi=?2zLJ`(I&YI7){ zZ*sDuor0f+@3OrkCp1DOx|qmVbg<{0)6R*228PK@5{-RCF%1Wo4R4t1>=~QQpCezo zcgWH!E|%&e3z2J%2-m>dysIUQJY+naJh&l6FuIo~(Qd3}u@cBNQ_kZyCz=mnRntCh zf@1I?%^*^fuN1UXU<{hxtdTs)RQvvdeQUtYFeMOiQV&qSDoH51*_t+mU_xd0h!H;h z(1rhn{sOCsC1}KxY0`y?jbPt^I0d&~xMY0Ni%Tw(ZUBbxvUKe5_1(FjbmoZ>gjVmt zMHRSf`~ouC=6SJ{%20!C$*ZHUV)gC$$uFV(%?^0lY|31s>?l_{Ok&C5iFK`=f3)m5 zl&PRuIA4B&%=q25m7>mZ`Hx)k;~OPXA~yH|Yq4ir4@+^*0&!3UN;18Y3DM5sAkyX$ zn)~_Om?s0lmqlX}TKDi!xOK60uqURAEYHM9t#QkcZz@92QW2cAlRZci+=Udr`_KGL z@0S?Cqri^?r%M$?vR~Ec6tvtNw&aCoGVr}r5Y&X#gP+Nb>P#icfyX&5Xcpc`3!^Ga zEt#X7(AC7v;9@|z)^Cke5@DBp{UU;LA>>;+Be+POyP@K<2s0#j@M40dEa!OUCrXuD zbaEDBk;V}Y6 z8oPC8CNT!M5r2a!_<6DHhswHRl+HNuhIt1(9|w>JcABqJ-wBZBpRj}=<|8Cv5^MDh9hd4}#&{OzykMF#(hy?_04ihlu7gn6QV5dj!1 zGw6@o0>4ybuO3FExY7}P&FqNPDIab#7JK60gWlenFczU?f$a40} zP67}{_c4=jamTtT0R8)%MuH7K`rs0CCvc8Atda$51thLb(cNkv%V)0i%M5bU$h)t~+(LzRd&H({vMgA~u3;BQ|3pMo9N3oRr6W_9y!RDLS$W(d^VC%=(T=QbHW~pe9jKhTu;nAvfFlPToAl$JG-c zA~@j5klXq2zi zxs9eX-$MY7l>PMBTOCCJ^0qt>!*z}DQ-2SHEDameG^0c$_C`#6yw3YJ7bN#zLqau- z{JLHyWR0)a=5sNOuP(Z;&g$b|71bZ&D|a$5$OZrrF9TkwPN{W4U?$S{9n3{4ABJUD zR5;Ej*fn~D5eqz-npY7ITy#(($Bvg;<|f$IelohgJfAlM)!}aZ`C>ZxlvA&gGlnbO z8qAQcbS@TioRNYcb7c+N7>?yse@aXQe^E`fr#qXxO7UVS9iO8piP>!dibZQ)okX?l zV8Bx$q)vqa2xY@qpzm8CUbT+_j2y^DVDwL8h4uQ4#vuu2X>uvCl|-kq*UWEs+d;|| zNkLD(K2DNwv1EMl$nNW#A;91`du!af%D^)fZzX$cXGBdo>tNU@<)fz0=>O7a{_!QO>1(Y2F(!<9(|azZEoVk5SyEi~o_!~Ti!)D-3l{>& z1~`+)q}7yY``qGmlt*GwhllXhLltNcaaOyJ=Nn(2#6rl)Ac(OF#ORf>v$D>I@>JqG zDoQ~$Usvh}@&1U}JG;-YtFfw>EHeaH%L~Z?e zl>H7KNG?R~q+LmKglc8bnDoY=CD!E`@LTG;CC_c~9n>n!9#J4Zxw!RuLXY($X<%xZ zI)h%`t#|+-&j>hRQ>2YxXV&t**6^Yo4$f1FEs@rkj+6t-0OzI8Pk`c%k7RCVndD0x zXJ{BzcI6BJ_{PCzJ1<9S*Q%wai*(%eXsv%kN&K_fluQ6=^Y^ZJ0S?7@{!ca%!@z8b zV|f}Iq{OBOh9KLoJN07N2G**kle-PU!nA}hV$%2CqHYo}vEkBmtV)ToEP9W}pz^T^ zfa^~nA@9}fIkVF(GkrRp97QoOg8v#KBKGsU|AD93NipC>s1*EEMYF3jID-%?}SQQut7p+0)`*z$94~WGEW{AoY;)w>#?9v4ZSQ9CUN?+vi*5%$+!K9$VDW4 zfH?(l!A=WkOvec8oNdoCE!G(LRWHQ*I+YA%lFsS}vh&KW2kO~&v;loP0zw?FG+G{l zQ%CQf8~?(BdZQuav&e%l;ArDUC>*Z7(48<``;bP6{5hRAI-2Ga&3Uw~GlBHABB1(m(tS4BGA4 z{v&7kpLNm~zS_V}0B9gx8LI7d5d8;jkJ1ig^oyk*Gm((bg+uUTCg*$2pW)M4tOURCx3^fsDB!TKiY%AW*nS>FxlkC<%%hv9uEB(_n=>Hl8Ky z5pzP(2&3)2P_}U;(Y2^|;5D+{`rkl}mmc7aA_5Pr2_3FA{G!bibgtUru>s(ZV8jYg zC|Uyd2(3*x=|Mup>}uC4eK~HVk8d=J-cE*EiLc4ZH^83#K4gW}^$eQIAq(cLni9L{eD(AC)f#Zl7>i-&^ z@Iw(yULo>>Cz^%Aq_S31Hc`^gw=*^xK>QFh<1CmaO-svK&0@007KNtVy$!$wDUxHL z0SY8F)$#m@X)}FJ`*D(+fNw#ThC9X(Yy7U#Q)k}=EM2rAwk@YMT1H8VH2HKN7t^5@ z{a8_MJE1se%e9SyO1U{sW_^H;UWl{reNy-f$cO*0fV>IXSh1cpG;5Z}3$Rm76MPlu zhTC4jTTs2F-Muo~R|%DQkkGsD_5D3tuKnZ;4i^s90E_a#!D^ZgbJ93fU`x|E41J8a zbsp8<-bI!#_H?&q(K~8CVAicy z^E;7u@sD>X32nPS&+V*D1QJY4jB@$TDT)_9nQ4m_xi}j@Q=3^^nkD?pJ5Bc~D*K6x zQ8TaE%85{}3Hqx~klDWLsaKj~CA?L;ELrZku(INL`Zcx5`E6eg)dtZ5 zI?QTGszc6*d$!`O65RKJu%kv!5|A8Z# z=Klth_y0p9{;Pc7d89{xuMKw}@I?y(n?ftrYge+*6^BXZe#P^hqHFRzkC^<99RRm= z0}jB+LsdDFM!pATwR>Y${kQGv0hHOj354iuo61p$0gxjR2ix;LURvia&>WD`qq~#m zu-a?Lkd4JGtBa`b>8Hl8<_8frZDJ51*c2=g3A;8u}zLPMgHNVro zaGbP;WVP?=OdFH3=xViz66olo#GysJnAx*`g(W)U@A6x>JRfI13v{kJhc!uG#Vo;m){%QG~P z)gI9e1yRj_bNkNGUcm*aKvj=M%XX!u7Nm>+Ol%2-;K&^SOR)QFeY@!+`#bpK44yT= zif8_tLo{$ptgev+Ab!J=UWnhB~qy3pI> z)DEOWsFmXyTl4IoqM4-258c?&3$t%axhPgY+?T&KF6_QP>DCYELNVhusjjJj?1EEB z5acp&9W}Ed&X43DSjo)@d*%eh+2LSMN>`?z9t&M@2P5Y`YD$r%)SU?@>@I`iGT`=? zchfL>U#&dQRKI@?tIFQspy$#$a_ejCgvYc`p%3gWIM97ac+r$d`ua))YqEtXmH(U9 zB0l&5u@?KOHYA9nIxRRnosq2B>^rXQi>m5uORd+f0boKWHAAQkcDBe(-GDenKXmtnzBL2 z)uhbn%S%&hKmB7y)r*J1yJ$oKIKHhS7uwgU!E#O^6G%ihViN<%Zf39LCHNWbzT#28 z*4!e{?l0&L(Bv;olP>Xk-M*A{=Z8XocPdztos|s1;bO=j)Pj zS@jg)%Z`3n{r%0yh*|y6_TvKrK~Ud&>)Udano@^ZkrV?syF>hrUl+xiz0&UGt04ch zG%i3ZiRxFOC09k1h&+`V_1!B^nHOvZpDPglQzS5*kv1Mo2zPAT7~@^RYiK5s1(aDstRl6<8S;!+dd!qYDgmhF>xTctMG$0G0Jpx*rF8m& zO70c*1LVGO+IjF>QWnb_utjl&$AAY;C^XDl`1%LQx6_7xJA4| zzi|`*du7xYEBci>U5XZic*M`QeE{}bT}X(tTDAg$jytriB^X3FK@o&m@qo@rrQUk3 z$uRir^wl(ebs08@8Gq|@t~iTqejzG92;tp)dXKvZh{>tsT^BQ_p0Mtx`JRo+X7Y4# zV4rv}tc%N7yY!r$XL34vwrfFIo zV05bS89e`;C-u;;tK)oI_#^DvVY9&SPJ;huh$48AS0O^!QE0+ZUIG{u?Z=A;uQ5C( zv``agOp3=soOi(|5Tzo7lU(z0#r-arIK|?%*9Qv;cH4r~PfSJ_5h#A1`n6~+!)4Ji zCXC{u-yQ#c7y|u0LYA=uFk{Y@Br_qZiYInK%3={!{vL#d&k7`nJz$|7KQ$%gLq^O; z+Q1q_lZ;68CC6-1dEaMqHX9@2E8!(a)Gy=LyfzwyZa0e1kS2(Gxk|*$1fMTPTndyn z?Q7_>f(KwUbrO$_ZUP-Mvy3_!3xJaz?#>{yNJIFo`8M)w(SJvUcxZXOV@fH0=b%?@ zp}O)DFfgK0_LHD@sXFLYAqB`8Qvg7ET2+tQD}cwrj0%6p1wKnu6~D)ml3xUnx0DT}<)tiI6J`#5k%AUa~k0~W=M3z&hyI!2TwtWCC|riu%fp`73^ zK#-KgR=quz2hl=`Gx^n%G7)3za}pPpgY$TtBToRtq%7!dHt-Ifph^;G#Y^wPRxC^n zT-t-XD)Aw;X%-@yMGqgDPt{kb4hp@?RYrZ|jh)pfLZSN5#ypaodxMJLW^$dD*)LL* zPYdctOwrGHoVPZgMviG}>GwlIZ32yL>pLJGzx+FJ2`F6`;gi%(a2UUg*&_%!h}U+a z+Ikg_c;tp3_~hYd;C$$HgOsQXl1)I9ad(lK!hAE$8fgPF3}r%TiLVl&dt1);+xWHC zcwc)`3zRR$7eWW`zHRB131|9R6n9PW zaD4joW7Wlszgbh1aYEgs8T4SrTW`EOQiRo$aHi;2fGe=#uYibjPFOqU#`V|VIG_2y z8Et8S-!d7wn*vtBf7yDSO0m+4g8RYIn)`rK@|n1fs$zI1h-vEO(5&GHCY!J2)HbyI zgYrNR=Yo`CLwZ#dz;APhnetD$|5e&arDg&&)kLx7joJLHSvTw@*tYe}jXoN4_*Gmf ziX?w_i`hId378ZM*^MI1PTd%OxNo&)JzIR31jnHRWiuY7;4pcJM{(|b5da?&R}h6b z(|fI!*62I`RL#j}`DhG5z2TWC;=f*szataMYh1)en2#}fCNW;zNDHAbk4%isHn19$UZ4SHUYN~ zCCm(;zZ!AAYbi(B;Pv_2fH- zL*5#LRY&0lu1`(c-dPoPRo5zj2{pM|IowvZn3((fvPe=Qk(t;BBBx+#1*-9S(Ffnn z7ZksF6==UoW51^9rwk@$34Jz+d~)FXK!G9Y)_$QRbmQta1MS2JFF6}f*4p4jD6_a`I%T7Tp62j;rt73NPpcO!W(*P{JKBSOerP}Wdm6SNLe?D z0|MCzu4=!;`{zC|&y&dhd}&h`j{eAP)QCn#%Y>G`y=S@`hLt?4&%#O^6{JXcA4ghX9@Xvtjz#jR)dtKXW%VX3EDDz-QzyTktQf y?+DzG`)7Z5S$w^+L6)0t+(o@cZ;!+2%MDZ(_1&BL!0nMPJe5|075#1e=Dz`z0-vh@ diff --git a/docs/_static/segmentation3.png b/docs/_static/segmentation3.png deleted file mode 100644 index f78066984b67ec09c0f121d9d6d59ad4d69ebd5b..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 30861 zcmc$`2{@GP+dr;)Jc&e)Wr~m%qAX<#4MiwR_T7*qS;msJ8B2>LDS9gVPR717m@%eC zQVH2+Fvf(+GR%lsFoxf)r@rs|fB)}syzhJb|L^fT4s{=l>%On+yszs#&(G)loDwar z8S(Rq@p5r-@n5}i*@}y6k2@FFE)36~z)x}lqV<5wu3#%8J+7L*BlEyFe|TLoyTrv+ zpTf84&JBFOFYt(!Q5ABW=te0!HJ-t-(WH z#h0H7iCOL!yL9>T-hxUc)h5=(DD!I z-IjkB?04r@=P&;2N1m2Jnet92^+vZiY|=J6X1jlh*wP=h@#oRI_u>?YRt!b$`)N^*Kk0cO#w^=dUv({N+2Rr_CyXWb^ zr)dpo=hC^)O5s#pElHlnzCnD}|C*YolIIyu1y4m!rBnfT)LqjV(RuEF&8DK&>YWwd z>br5Aa_?w;IL$R?kK=^izsB0En>dda$)cd3}ov(is~E$Ec|-jb@4 zPbG^bTBeO5g1CQ8?T)o5?j?rD{a?4!tQi$Vdi6`{9r|r-n*+wc1OEN(6L|GA7L=pB z5Bbm5hGR&^GlnO?t7H zzmK$edn#UKL?I^3zw6x^!{YZmY`d)RatCo+fH4VJ!Iq29VN8YDtO@6HeyMi7M%t|D zk86zIH#4wpw(7I|{_!pkn@H(XjcfrDYW6@BeA-gMTL;T)*^t7Z|&K)X)@g$L2Vlvne^vfSI{1y0j!1cQ7f3e^B~u z+r*1!sgy;9cyVnN*~An>)em6h<>)eLU>dUeydbcKoP=1)Uz?qDZ0Y69#WQs>6d+sviJrgqa|LSTdu|_t6Z~EC6dg5Q9yLMnl>3&I z6JIAOkiOq4NDXS~&Q8tFp`2?|zUO`WMic3ttntsKiZ4^h8_)h?(no=1))G1e5f+0} zvbwAN5K?QV5@)j9M56`936n}Te0uk_E&%~C()gM;KpjUA*xkHNybjh<*-H;!M(T?$gm~oiUeev0r$P0N&g(Ojpo1FRQL$yT1yG%bI03Z+!orbGAzsL zzmeJ3OMSOz`l223<5}LBcloyF;Tito%J26c=04pV^PR@Wp=`U<_l0gbhO<`P=wSiX zlV4?d2Pg|>LzF4yOAJHrZ0v&e>y`nq%Yx%j$L)N24%5-y0_+64;P=&md}}FQqQ+x3 zJF+YbyJm)^4$8aCN=fB>-*eMN`O_jF60uiPr=x=Vk*UeWc>^ zjih2K-lBw~hhLP`m2_)x+S6(ER?3Y?-gCv<$^+OM$+~W@zR&X-LNa~4?px|Y4>Qs*Yabi_f}XKKR0cjjz#keJvq~Ke`{kBwB~C*Gdkna& zy`uo@=gLa(TDZ?^cjmb`wJ$w+(4E;~vRL{eN$G`IoU~~t5A@1(4#<_E%V>XKdI(pQ zZjv(d5rHCb+<6tJd|`g9r}KGLWX zHo&layF<8PG`{siXjhs*4{U7Oc$cZZd~?jg8)qgSUcdBv?`x$~85<+TahWsY@Z4;= z)s#6HzbX=>l#zhX?_5^^Exg}HFS$M(9bWfKi0vUGlb(r zu5}dVDKG-dOM9s6Rsxxr8mlsE^Gw($I*NMQdb!a(7PeK}-xqGK!)V8r_UNVSc~I0f zHWGEy+S_EBJ6iMV_!O&_XlhAR$`kAsxY@;FJU}90cLvhC@r2bsHXQb<$4Q>8e7v}; zaS#?PhLenHUb|El(r-WdJyU~kx5K9sM}kBoIx@@*^fMTW^O}6x1A>Te(YpT6VYU6qYx1pgS+NsT4d9N|EN5(C&R~Y0Hm4TTqJGUKM!xA=R_|Ax$szfpD&2t z@3d?wICPHJ0S3WX@j5Y451zrQ{Iq#}#8yCmzB-5%Pv6*5HBRx<;+5{LGaCuO1RuIXNF-LeX2+@0UV+}qVqe>*%rSH0EXBERE5{9 z&pn@#&-T&8x9x;zR-=WOSXrJzlw-*Gn*$xHTKD)(;ga4L(t^Dr|NfpBZDLfaKNRr@AzRz{{GS431a__>i*j>Q& zqU6D!pC3)(0YCv4*E6G7<(=#M<9dg7u3ryI@87wuJo^7K{Gw~~Iss$b@%-q|hrX|D zwXhzM-}mzo_u3!xso7Tlw?9hEiK}b&C7@)?vRcK|eAX%)8xfT8=1S+*z(Vc7FBdH< z&B@PCnrue<#Oy5aYo6Yxk(BL^xq<6rHDiq}={)CQ*J{h3N^Z~Pvs!~uuHTZ+&zFr_ zY5N9G-4i{D_Y#2wpitBSg5faWAu}AL{l4<3zS)k_4ke~Lvw`uiA&YTBb5D-kbGZ0{6L(xdEci{1*&$^*J zC^^(VY+E8a46o2ZN9PUs;uRBf5|ra|J{K7zMG88%M+6P1=q0+ME6V>a8p{{*B=e9Zb16y)tU!_uYLu`dUGD`6=0T-zkPZ0FgoJ~o4LgK zY`}3rg_Ork`i(bzV9?0qkqX&JqIf!s!fT(-z7){zVFJgKh zp)J^}C3yDQwgbk)N897w{uU@vT?0CxY5On-7K># zw(1lULHQ7BmL867uCJ2bJr(DyW?t6MV3r%DNY>cbx^8J!d(C|=q$0BYSBN|N_t_IY zQ_ubG3@SUZ^2fvR=tmxOHE=0m*f8bAnvGt@ZtL!32@d84I-C{;hBHHiWUrYrB6lz# zznJR#rxMzDUDn6bwXM;djdiBsr9Qm0lUIvB$?A=w^MIhbSKkq-HQ~)C`0`NmEYN(u^)6W=J3z(cxa7I?mjp$jIUJKpx=l(!Ai>d%av<6Br zTbr2kvC^jZ%`wm^i>t+4c6p4Q19$40wBe;wiZ*c~{O&>Pn}0latEpZaoN~DsmSF^ z1=+?By_By3(Oq#h(NV!R$X(Mqc2GNH z?o0a4QQz4ccl8|9-S9^UhHvKMMUGojFe`=BljEZp&!>p(L5c9OOj~wO*3yPrdhwI~_R625 zEGqK5yugY`6=huR`^UAu-PdVqTYcgmzq=x@IBe5w{NSgTJz6`hXJ%XZ|KCUdcf9`Z zpiyA8P9{+7H-4?Iz$%dsoci10m)T6~nS1_Tt9)wfXX~-wk-_++BHaf0ABMd*;c>=B zV|)jS;<9z3U;`?T8e_JjS@a=u^!n;78t{RlVD|ig&KU@5xH*74IZ|fX*_)%;IG3uA zuYpjqRK2HBp_K1o)CotrUl4$bDs#uZJOH;*1N>J{JX4E-vryfV@J|YE9qn_OkJD3F zpZj`&i1IkET#~-E|B!Nl9(nadlayA!7CAMSX*+vuR*>u7!gaRpLR*I}Crz92Rtd3y z_KF${4G1q{cMCO>s4=1fmx-by!7Kr-A&BMd6*4m((T&QS=?mU=gx#$$o6yR3yW5nl z`t=O9ef&1Y$vnxB976kqIni8|iog5qq!G$fMNx5lXytnQK6OSAMeCT@Bcnd`reyOirHGtFS0*SFK7oGn5M$(Zys=OG0e4N zmnJbp#^TrznEqMcpx>rFvOQt_fcu!s7yHXRM`Kgn402+)xa5WSO!Z+gL}*S-rczu{ zA;vuTsiO8rj1C1}ex1J6PDAH!E=LgRyMp}tUhz#h$5hYAkfV?SH?i26CpLmfHNl-G zq_U9*XDC5fh<;<^`t34I^+3CK-h>hx44p$ARt8@Z}Og@4DELx;g&w5 z+a$GD8{oC=_tO$Zt(1JNmqny>YP5Lv-ag-`RX(O+(lb=hso^a%~x!3eEs~P zli5oPQ6ub1)(L9koiDFjlhj60iC*o%Jaowvp1G#P` zV8{O6y^*H~o@^+np>;KMyF;UzYbfh8FCtq9XF@18V6~}8*2Btek z8MZX8^GJ?MJ_pz<-MV;#EXi8umOciB(C@Z6-%&ot-Ht5gvw)oP)h4zCut3jY?Y9Sx z0a0jGB()dTtQ64xBOd$NT6`&A@n~^~YsmddJ_v~=LPGRCj4$k1#_>gSe3Z06TH6>H zW2L{^6*C@6ofvboSU5J6+%x&m^!_E`tY$3lD=is_GUb?kcZJ8bmTQ=l@qk=yZmwKy zN_}rrzU2T*c?d39!WrK3#fILm?N4J~?e^S0b-lYViolIwIU4Z%XA zo1nS*si*BX2*n|h8$=qA$_q@u1e$C7w&FwcLOV_lg*E4-5n%L<$0DaUy-qGlT3J@6z7_y z7Nji?0V}&-%7<9qt@>*Dkn8YV(Fdw`&n@;wdG}OY*n~l?;-}D*=P;ASW5dZqeS{t* z?4nc>6EgdbdGeoEe9}Lr7^m*!3Ytbe6XrXb^~_)=P$lVQGB2@j2uD`6d`j-=^P1=w zUFYq;8!>QZqiVj$cJ>5GtCKaL(}jUz~{3d7o`pW0RoddK6)S0Y;f*biJ13JFgkOM`2#3?UF`g(m# zdp&ytrw+i1)!9#5NZ@7hHc!DbmdJHcc@1OK)3xo>d&1V%;nRt-kE3K5Z9M%iCN<*Z zqWVq@&Gzc#Pu(3c=j<^>uy}w2`gXVV`Na4Ns)1Xuk{MXIRbD=}tJ(__FNeG^Nw!B! zs`JD5(+-*(E0s0{35ZR4cJ5v})`PP=f_}YUX}1ALDa^exsRD>^Y*+4LhBwAtoWs|E zFI}RzrG@_eDj)T1Ab30(=Wv8WK`KUup1oQ44tGEvD+CsxZgs#WSSmY}Z^Hu<@a7D}MI4 z&_|5eaxe4z;@h-4h<;}j=lyr^Zmt6P`q#qOJ{7`ShP6fFOI+fWNAhFBYXo9~8c)jn z-6)8N$>rZ3A7N;G-*PYUt9~4hDjzy!Aj*)1E>}KI>YL_d_^L3~g*5qpKn8ED{gX>p7 zH&6m5x{aD{mSa@}Nh75}V6!5(wFs!zVSqs_>%O?NTPY92SfudoJlzp%bFl4n>ol_q z36f+J1F%bE4Ycg+7MsS(_mZP%HIDU{&B0HVU}l5pn$659rXP0cd=bqgB6&o82%fW~ zIYI+Kdx;QKh-z|*)L}A#JUL;`|6_2I_%i;ITp4C=PwiIqDG!6GK}YM48-RxFqVs4*kM2n zetAAdK6fu?f68fpx5daVOv=JY9sG_TYHg)T<)0&OF#(tKoN|K>t8bnm>Ua~ilIPe( zdCHt#xwpWoz2Mgv=)5FtS0QL|o-*U{ILFEmY(5T<>?i$+MWMGLPNhu8&PSm~23VaB zEM6i@R!h_k`#o2G85Td%Q+D*$cB@bev{*fiToeV>L-c1e^@)#|%D4Wp=}XZJ-1U-u zDyk|s1`{;_M)&;LgjBOXiX`io@7n&Q$>)wb>OEZcH(%UwJDsQXSYMH+ZEx+bEpq&!AiuGy_wEstp8JqCc< z46~>XaZh*>R1)=>yE@u1#e|lxn8nySyfoXZL0%-z9a~F@*(|25^Cn0ysG)h1YgDLf zi{Lu-Os0zbhNKS(*r=94wQ=2YVMnHPZ_Z`(z|0+hG>6WHwvfK-Y^}`{c^N-O4y;=q zs-1)5{4iNhj`<47lg&bZnIv+x*wOIq<#h; zala14rSa`KgTH(8)I;Vhuu`xpNddmoK9!z}=R<=;G&*zR%g5q^)n`x3XEThw-QQd$ z-X<+TZ34U^&Q=pft}Pi5hYhNGcb7gZay8*@5FD=i%SsQwpKu_wV4z) zc^6mN<1@-}tk~+PEi2ut@4kUzFr&-*ai`33Eb&Ud_&ZryuF|JB8@|_7*zgQ-KT!M%}haNk@WQLvBL=cfnmW@MB(2g=FeuIo{n$ z`>UrZY6%Mwj>FLoTFHGaLCcyJ5eLGB=5f7DFcHY`yfJ@)tcs?`Po1A@Q*JfX&xj=_ z++-Qg=P4#?E9PqFDxuR2X-_4c#h1{@Z#ufKf?i*x?o%lNtT_R97>7$5by8I~ZHa@k z#`$j5*4FuyLx4La3nBX54(T=AO;O3U9$@-o7a+N(@!mP$=&wP;QD!e7}XvKx^K6|?ZS!tKL5 zNO(g!Ui7t15XEm~?NAIhJxze%Wn1zOOY+iQb=l_Kf8YTAp^^W`)WLr??0<*w{!M-S zSHz2a>UI<+x}^3O)$`w=KmM~d{2KNjnDLioyY~Fq3a}ZX&8D}$f6Cn9H~ayf1IPix zm%m(U37NMdbVR|i&}JhhlSZcHMQ?a(#B4>zDC$CC`HW~K$A(vPnIHA@*AGZ&t>v%N zrxK)4+SJxgfJCm;+eQ`@&ARHEu!)tYMCx_)ujf-0jTiruFswD#+3Gz=f_D6he5xng5GS6ezyy8KrNt#7hTXVj6?d9 z7W~_P7;4=4dS!>5XXS5imd>Sae%`Wu+vR3ZEh|3+W86LTlPghNN3A6nL*p+MoLg7b z%g|c^Xa$$qzFg7{$XFi;ZW9EvcIbp>r$sa3>03zR`R#LVyaxL4{O@9ru$S;CJj?3M z9Oo`MTz7ryM~z3)%tX#rP;1MUQ@2?M+fV9!bWHc*@}r`V+4%GhTHdy`0(QboBj*dD zIBYywZ!|wX7jkA13j21BP%^U5e^jBg4br2iv_tUR<>_H`-9ZSZ)pD+sRwUG&-nE%`V$4oN^K)+3bEHtrydCHh#!{r;bbe2lOx@Gy4y4LwF zNPg4Lla&2Yo=^wy3~d14z%H}_Tzbe3(+wp5r(w;@ZW~_xc}q@Bx2JsYRr4_V+!Vgb z(VFfvFKt>I*Lk!$mw6TA0igK6r{WsdAg^zYr`;TP^8i&%F`IS&@;B=DE&Ga#4(7>y;pC1e4toF<>dP9oHeY8cl4dKKJk&EMy(C^t&S1AW zwCHS~p-OwDmY|t;MWS)TtHagK8UT-*qvmT@E`3Ik=klKTEhZJa9c>Sk1BN@iwSyLq zjKd2XR#$e2l1aB}BQ+TPHrD^eeB<%VJ`6`<2lbXS<}O@jX>4XE5I0BG3iNRD0CxSCUoC-V_EH z0&DlY1R*DRrgV;P_&^A&-LmU}CEfG*a+nWpox0aPYN#594CE=orR!xd;vJPTxYe4k zPFwT4hn-aef_BXP%A|{sL+07)y>9y}LfnY}Z>?KpxfHsKPy^A{ZL%;160a|?nWq|& zp9fd8!>J*A4;)!$ze>W?K+qe4buh+46*AR3Mt?jRSxN|zt_-~$Gwi?e^~2W0?Vk*U zyG05}!O5nHEr_33o-`F&eb#WL3Hx{(1 zA5}&p)aH}Z(ku`0b{g7vcUN(&JYo5vRlr$ivK+n9ydq*$joY6KY`#R(Fsw}&G^3K~ zxXZNLW>OHrdK)jgpi<88;Z!>{-vKHJr<|q*n+bP^*ri7+L+5Drw8Y(y`%;+(ltHbL zcf0)&{nyk1N5*jI_tk6`zYq~v&lx#8H?eTUS368GGzY0Pj!jc=M(vf1c->MTtm%&X zgDi8wD9jHQaOVBIX6_ztB@V<#w~5SKxABAzD5Bh}IH{;SuNhZF5tCf9y8sy#FL9M) zT66l0>Zv;POipN3hEBJ&~G-8lB!=kM?G z3>i2%Oc^Zb3xK~W(HHfuhFqE~x0a20!+5h-s#P62zBc=0+~+W*SxzA~amgrRpoSc} z3j>t4io9Ixh##A~?jO{@V*RXSgRs~3w(ssRpiw5Ea* zFApy-5FQx)UAfuZe4=ZvM=||>K>}U^N+#4JwJC$3BT>;!QvDZJO$SusK#T>o`e1JW zo^^ySYVE}v?$X?ER74&*E!2@;Xxg3A%dYZx+R;Cr9*B7%W3~d;fJuFF4#0dPK=Wy3 zK*gwp4As5dKObEB86->P+?|R8ZF-&Aj66MhYVJ0bcNbWA&R*FC-CX;zC8bA4C$hx}ceDZ)q=j~p2HPZVMBrci zwxpzv@2**}Q-QWNJW0;|Fn(*lyY1LoQw&s$d1&%@+T}j|44C-hZtD_0XMiezTu2tz zsJWe}w*d-8KN~TyUH#t6!TO0SXh*Is4;y$*7=)jq?(S7wz z@5KiSAGg$W#;p;97MCDL7u@JGuJ&WxHzF>9Wc_ug6(v=m6!P{~_&d&1A%4wyrp6F= zWC&OcUs4DUVi!-j;**Nu(2)B+teLs!;~14sduic9a#=7WxHJU2KJDbG4V;>i{*@Bw)Z(qLMHw+4EphBut+e$EIv5!#*B7z!ZRE5w0@4fc?- z1L>h?3H;0ADgwDsvL7xmlMHxb8`t^WFK%hIQ_{&{SZYuO`}T)#ni9!n4T%?3pGJ-H zA&jT3`P{>Pl<{3dAL27%7kV;kS+owee>COjRyjBrhulilCGA+pr*!IulOjq9^$6b;a0M(JrhDx?DKZ3O$<&Dh)dkHe z-2@Av@~?Kjq3evn7H?=%qY{w=>Y*u?5&q3)P;D2*+}52P;_KEa=#KM1a)zJ1eU>ce z&BHezH5_#Zp!t@&4|X$8M#j+DVAh27;%L>d&OdhXCs)gUg5|0T+ko47Zy;*|H91(B z>^$WtyWu?uM%k?9xcIFmv#9U%F>7spU6Hr|5iYJWF=IYc_qxH@!&!&V&c8i^nmwJ9 z(FyP)mMIQv?edA{3bFGyuCiXu-GV`y#366Tl+TcSi}>Uq5phj1VcU-sM~5J9jVGet zLN44Iw^L_}8?nQQ(3W*USpcu_5sH&MNiDAuMVi_NI_CA9L4z@yGg47X&zJ+3`|San z1cBDIVo)?A3?yi}uPvGKJv)F2>=$*Ug0D3mj%(2T?x$lt7F)71A%vKU<~=f=Hc+SU zT$?te$-5^Wa9v^7il!%}NHoM3Z;qy2+A+E$jV*sk23<&0)dD;%eK!Typf zaeqH%(%wuN0I+QBVM@!y9g}zLw?GMdV|dl}D7ReYq6ELD%cuiNuuU zqQ0Ar)uw1V8=k z)LdMxbFIaB703ikAFzr~C8v2+*b}s#^=v9PeDcQ&y;F6!4`o4ex-m+Caf+jmj5$d~ zZJlaa(yaW@S+7+cFCkn}<8dE}1#Wx;eB+DWHo}gM5C&NqhKt5)aO+7lB1`Mk0sYJN*uH+x zkg&_}etJs@>okno><`sv*I;GgN46jfQI>~nP6;#Ka~QQTW>M5#To=FHx-Zu*>$kL; zzH#-OB6f|^6)z=!*?am)L$qUK+R!ka*KsOcEx}e{2lYz7LQ!hakE5_DidiAMyjbt& z+@?d_y+GC?BDfPn$P+_bhTh^Wldwv+d}{aKb73L*Nw8Zu*Tk|`Mj0lpk#>8q3l(qT z6!EB|CW$-;b`PTPcR{{VG~>ibaG~5B+#I|`)$+mk+y(hXZ?L+l!cU*fBb4jRcr*$t zBHIGRma|^4{KkFmMRf%QMWJ(E2-?0zpc*y!W3II*pS;Y*3>&hnQorRX3qewFxztpZ zOdaj#^AnU(Nh7T6naw^mhJX293);gi*Wsj+y2@G}9^$;q`0PoPQqZg`(MFr|@ZRNZ z#b$Dtd4}G%C>F`S2qeDakO0@5d9YuT!$W8r`Qbl#yxDjnzZq%?CLc$9DM4xgg-wC8 zOyj2CJ$VuaUZ-&ehJM^rMCvIIF|nc-oJ(==EVMcZP}}80M@ojXos~XOK77q zRlGzMGPO<8&io(_s-JG$v-d!&X7Kk`Q3a>9)mNOFg$VVgw`jOkKRkT~e)(IOvbm6Dm&w>Gtd^4|extv<**g2xTP)SW!0}8aP>zB+b zLk-*XGjJ9J>tx1#YP?W#Sc+)X=|~d3@|kMU(Wy(!JaQ<&BH<|c!pZ^W<<<=D4qRKKxa-& z-EZ#y0cRHq8Q7JNr)vPERP-UY(rdXBE8lvOoL=sC2dcfn8l;dH;^zaeCr%=OqAh#s z-s)_>672hD?(Lrf1@fDRdr1JujS|R5mNFZ?`kA#?QTNJUKT}klyDMH(KFD0W5J?{} z^8fn&@2$;YK$f>7&w~OoJ*8yKySv`PSz`fmO@VM`Jf^SkkZA(JWaEPGhQbG z`ZQnh@iZV?%5G&@-LKG3I8gqjOg)Ot3{APP^2p7Ie&kVH-E1Db@9CklxBzn+4XD^> zY9;(7+2R9863RI#@pa2NzU+;vxltTzr^QR8d-r2`khH13ppy2&X`M52he**IiCwNO zjIHV6nN9QR&Ii^ALG>S-LoS`g*zeH`3Fjmi4mWbdinOb7nU``_w!S`q)bJbql4420t2Ze?RrXf|(L7yv zDj{g3TkV4?ya>?dG;2z0o`mzi8HU$#gyH#%t)ZqHN9I-wSSKMoLuXGNrA%B{e!VB! z%{6-6lf0u{6p`J3N<;!D95PI?8C?yDr)54qaB@GPvhd-;$l&Ko7&|APY#YJX(Gi;( zk>J0o%uALkX3Z$5*(&SDjQF_J%OyPSyt{e-C|VMbyl_6$z4|kw(v9f%@t91#iARrboClfnv)>;Pn)RH929qFXemtna;v8 z!d${yABAw2*@uB_m$4(y%;)o9D+8L5ZHFF%{!1_QAOK1v0Wydra2}wxl7GgSAL`yw z4`CJYr^{y2{q!9U-J2<^P9DM`N4G{b;X7zb4jc{i1O_QJ$Q+_uWSHX?g z!dFH588UCmtOaAK=VyRN2!*)No0ZT5vw2xQLN)fRe8_5VEm~dn$Wp=q1fP3v3V4vy zdUP~5Yz^cg%eL@#D8}W>e6u*jUYF}$hj-%Cui88ow8IzN04=-o^a$@i6ARv$E3Ub_ z`n?`(ARVU^rwsW_(R0Pz*ul2$2GSO9P8^}0;&tQYAGf=kq9BHA0`tGIRvv*1S#dQ6 zx_5)X-Il!9)lXQ0ZvaQ}2XO-^3y^@CP8x5hjM(EwO@hx0IeHm%P4aP^ytdak0*2FB z|0=ZYuoyLPXI{^t^_u0qPu~F+l&ioGXYt&OC#f&*kX?u-KiGz+@$kN-t-8RB>#7sp z&!1+wX-@Df^4QPoWgtr=>s-~6S**-B70LJ#No5Qo6D0Ch_tw)~i}SRZ!9d*LsR%%!5T`_vEy+7Y%!@XJSDx6vYfRGFCWJIl zaBvXSBZdp1r9UXzov}MpA>TjdPbR+EnTtn%03HWlP|HR%j<;XLVn7 z!?txcmphBRfOS|L#C-wl9M85ag+uPp6hrCP((W*8>Qr2=_KO=s7ezzNoZ)_Pk z*A=Gz<{~t7pjJ|ur1VO%z!c+-+BN~v01VYCCF4c3H+P`mtF2jfhe=5YS9Jh&dn9?V zz1dK(`xM9f)cNAyjb`FfY!3F3&snh%}?b7 z9!nngN$c7vwxI(Qvf;Rp18R#(`_;y&b?%*3-J-J8h(-)hs46I2E%_jiV^@b98QTFd znNyfMD|qLCl6bYpc(;Snrrp(v=W&u}mP(T$xsYX?dAK1Zwwp7<1fkId~;d))2&4npxV}SRngCJ zi9J|i!eOdPKZ?JcrWPv~^0qg*Y^G7!CQb0xtc}V=ADJsJ{KMV?Oplt#CqG9mTWV(v5{Mu#W=>qSyqIhA1b8S4R0%QvI$^?#tj?Xy(Gy7U^irOp7A-pdpiZ^W} z_Q*zbLw+>n5Sg#^GveFxGP<;>yP@>EjuaEnw}p8Nfe|6|3sc0GvayK|Ufyzia;@&* z;ODN^%&jK3k|^_xIqjNZJ`ZwR2~F>`xp~ITRRAu`o=@h#y5CDiHM2wZQ?fJoZ)Wsu zr>$iddmEk?%dH~UN32;)VgQ>k7^kdIJ7W#UV72;yyl_pO_XSGHf)AesVVsS6>_CT#DaP+%|7IF3bSU;nspJ;7?rM?D zR-Jp&RiLrO)|S^ME9bbD$93D%51PU^Mu@h#4m^AhC4jr%k==hTe@8hist-PaDzNWQ zgS84fRqVmE(Arm%w~zV8_0$n+w0_o&zS_H-U$3(HE4J>C`tgGJ1`K`BWaQT9I3W1j zp8o79V~g3X9&ZI39V&lRzH`6L|4}0)&kMRH1EI zYQ88*Fs$`kPx_7md4mwXI69>jwm5gIFK1qANB>{uAbKQvd*=AW)AXn}xlyb~<-EJ?s8W|BmtKC&V@Mr}XY4)V}C@^^i2 z8Plj00gBXNhE~p@{@nT!h>comOskGz&Ta;cMLTke20$FjRQ*#5-IF!+U}hx9m!u`2 zCFK;;x+sN?9AjXqCN*1*`N6W1juD$qgh$AP@socK2_gY~A)(;Xo^Wy$t8FKx9o*5} z?E8rt-z&t$4`@hEDJt=Z*ypk}S=ng`>~5^j=E?9ka@#XC=w%Cs`nsXo`Si&1mgShV zp%o`Zh<0T?cgfKg<-L2jp;Su5T$?r@(t7pP^inb9alCR|dA`dQH>>->EWO=UHCFDP zS}o&lxc8+pboF}rX3(4$Mn%{D*n39%MiRB^!M(7dR5$vY)jV~h)-+JeB*Z~*G9IZo z5xpZQ*{NobP@%yy-6`R07EK9;Und(qIWz_D23ibuDrCSRG2K<-fl+Ejao?W_H<12l zyvqcv2WasI>O9oimkxI9EoU{m$u~nB#+vq30u3B`qvb~1=>q;(sBL8CZNSwY4fMIo zXK5Ga0)wQ8@QUZGYQ}Wnu7}6WDxoP#8|~}?R>zl4kDb{7_%P_HnA#nnGI9p?{n?HJ zd#97dAJ8tB3j(CQs>a=wn?RKb;>H`W(>3B$q}<+{2PQTH_E)P40uot+T2VmQ{DMNp zVx=}l>)iDr&bT-VP9{IV?7G9A;nTF!i$qqGAt2M(!S` z>J7-c@YsG3);}o1rwoER`pQ*~pMQ86GdLcXnj(lVV$MQd&_vT<=&GngII7Yq#skND z4eIjXj>@C29nUw;JkhrIDMqHM1M;(;2iLsM9Qmz({n>%Rp%3W@_hzbew+wJRfUNt@ zPWHW%h3^2PVxts5+u9rq$YPmLI#Bc^eT_dLu>dHL=h74*3wyG0xoIs+wifwF)LeBP_o(*Uvc zUMjA2^)G$GF;LQUHIDKPTWUu?~l`$ zX5`=*lW>{{cxNBkKt1>A2SK+#|KK4Yj%Ezk{LnoK`-HoyTIDz9Hy&#{9&PBx2c$Us z3mtWV+dw$AiJ1$DWn1PdtzFd=e%It5_qopOuT+`XxJy@rU!RHfzU=|n4cNStO^<=) zw^N-7Y;`f@`RlK_H2f!8i|qNlPrbqs$D4hvi36x7_`!8A)#z2Pd5XgipMX zWPWwG@tbS+sokM`@GcssegwGhiCbjbWP(Yf{rFa?Vd$9snZqo%$J$@9r(t<#9cU%+xtXlc z&N61DjIES#%T(@I$ca7Y3$*g0n#a;NtKxlxKsc0J=&4w_KgNHk>0sAjMJ3XSPA$j) zm9slq##S2T_RTpi5V#mL^_o5zVCo`fc9{BA%7im3i1YGzcPIm(Vna7USKY zJ#kJ!RA7s*i;F!!gdDm%^vu-RYv&|~_2Xmr34K&E0L}=Vb3@FoHE>FAd-S%h8oLly z9b%q&%WzohDbiDa{|wN1HoYSqll`VV&)k_nS%vU1l&j;~$*uvpaezKl2cx;4g)9}N z(gYD=cAu|xuP+6NM!#uTqCtE4;2-?4REvNDc~qXXu6)i{eXyImHh<9Y;^Qn&%SMGA zL&z{ad$asqRRq$$^<)8mmO!~gneghWkgj%7nqzxJeSU}sb)v1~sm$Q#XLC-R6B{V+L8fO{)>K`)@zY~q=5E93YL&T&@Ah?#w5vZ=ykMK2bR`xUQvz?Kb07=5*aYlWDr#0f zTTq7g1{3U#3a>?X0xP4%sR|lWVAB!H9tk1_ zx4d-$!wsIDGsz4U$YD-7lh>4VL+ZCf-Q-1i08wOR41RVq_6YtO=5|=#^Y`9A1IO}w zW8fuQmtTBoMO&-jrIWv!l`g7*K*!2%{vuY(zEA7@ky`aX%r3b8uac+teEf+Vf~APd zKLqf9p6dL=6#q9?{{L#sN?0VJ3H*nYUq3ypf&e!UxQNs88O z#?F_S0jeYtK(Ri~+iBy|iQ?sV?$!wJr&rEu;kCPfWXT?qJCt%q!wnt}pP?F-U$4J4 z+)Rx(F%J{i-h`LW+Eh}Zi-t|wWJolAfa+`{Ma^;zY)4~PwO;SHZRW>-XYu;W*65TL-8hP8ifv2UyNk#zQx z828_%^xX*{1&8{ywT9Utdrz$Vg##u(1Gvd4R5*BZc?pF$EId;u~WGSmHPiWDU@5zRz* zw{`UPnR4eVt3I6%yw48YEL47F48jfj(^Hg|d*t>*H}t0{ur17h*``kUcm8&q+6C4j zjmmz{@>%>A)k#Vb0Q|Vnxr`7$Ekg-s)X(VxwcIl|`6Vxm0{V$Q%+?0QpjP;w_V2b5 z<)OB%a-GH4skw*jtTyND{Q2mil_M>oF2PdgaDumXm2*7FcLG4%!l!|{|C9MrN#`$Z zUtZR->zbDPPA4^+gK%~rzeck+>U+26TnI(X#4gx(T*GyGB(W0$JNA}LO5e0;?#9g7!gVZ5+l>*d7zt_*yL?( znY1Q|ya99>D>es=))i)Jg;oGeVSdd2Dek5oMHp!+A~HG(2mzHQPC!5e zrAU=t0s^5+6Acm+A*d7`ks?(5A99D!r9NEKE1anDeC&{nYy5yrE-zey z?+HQKYt?4@ziDLfeu<<=K48Pp7&<#bOtp5-1np!D$JH|je>MJCxv^S2B+i#K>a-C< z%!H~jhH!LqZj5sSFC?Tjd;4->Z?4Bd(wB~N^KH1NP zVb=LSlu(N`*zE#JRA0DHI7jI9!VlT)NThI}ZLubkC|jof6SH#H1k*~7G&(sun*Acw z!5XD|A)hQH3)Za`BvvbCR#DJbfcl3sYMc6DM{8QAqRv1L3C=J~G-Du zhj&HWn#%(TVk(CV#blh+Xcn`0CCmN3^Diz^Q9lt+D`Z0Hh$ksU^@ziF5O?lftnvZw zMXniVqtu{+8`U>kovR&FUvuvpFY&aaB88Apm{R>(of~ateY6sdalID<`X|HHm zeh(`CNqtk4CXzvUqgYRm61SWYFuip^{?0AO3Ug>!+9e?cz9fCHlze9Ni3&q|7}VxG zcoMjh0{3Pz-u}HGN`D5OOr3veQ7e&QTXj-{9zu{{akr+{_nbqFmhrU9NKx5TzblyZ zXTZDnixh^U#yw}FxOv^t-{Uxly(DdGm(+XI1Yf>tfnN06e9Ia$chC{oxk=7yslx(1 zGV6uEDH~O6iLh1P$;Em+EifNyI4te1hEy*!M#qL_$H8B@QQdrHpn7k~9wJ%X8f8-W zBA&N<-{DC_xuj^({U?)y%~CIg-Fd9DP`>l8>VWB{@gy%9kTP{WvxYl z1(R~{aK2kqbmP}3!tqT;RF%AQpEChErJ+GuT9jUa&iR(SKAP{zG&W3Dx@+Z!w)Yty zx!5q$!fIY17fK^y;YDY3)+1I7Po5;J&Qcy*#inzeLYbMvV9}M|?16&SlUw`CNmc<& zKgTQV6P=?DgJrqCkRS1z+oO)r8ddjFct+r$;YHY1)CV}D9OB#|ut!4B1F&Z?UbBWU z;o3NUsLX#9H;JfZ7vwX7rz!(3Bnv*oJkg%)(Efu(qJtyK^_q%7i3^ZW3Uppid8n|- zl-cB3D_&OKM^D;l*I~p-qlFX zwJ&Bl@9FZhq^0S;-lH6LB5E0?+X>9SL0!A{jw?^{p^Dnt^m8pP7fT>d6x^Ijf8yrAOh70; zLlD$hOB;=eW&4^IZSk!c8>OtNY#GHt^b2VX&p61%{oz`^#q=QT*N(IfwDGaQgxUK+ zxUdD=7UuKEm=pD6SDVFIl&_fW>5`mhc8Epau$yfj%7Tks<$m5mvDkpNa;Z8miR9J)rxAWfyP{F_^chCy zytDzn%Dc}evA;mw$uO-p#~7{7EHIkmFUXgbF^cPe((=e+f;qE%u4(xqy>lK(*$RxM zf3#KRl)4;Dj9^b<5&jgYELhK6uT|ypXh5azWRCyVCf*+yP8X><=xeba7HR#g-XEl2 zNkA2gn}O%rLPR{ani=m_w{f#08+Q7_6qhL1;lwG!wxu%;O5yWbo3R2XWT`#4%p>XW z6w-Zgkg}pgNllY5pf04Ep)VyZ3Lhgo;gj5s1Z zojT)Ez50suP-a2zvDn?r&fI!}rlUYIEsg4>2j%{&F}!U^wk*P~^9EQwB!Ny&&QE zYav;6JFrbJP7fM(|5p6JQ3g_%u&?j##PjK_9yaXp#DhOy#;HfN7lhgPc&JFUZwpB} z^HYY+`c|iF&zJ<%N75 zGk1Jej8&`M`28xJaBsfOY_{@Nh1tZV4NNXsny>Nqe*LEBw|3)pWKU*qy=~6KuzL_C zsg98whiipAW!kCf?8TKCzSa=)@?7P7`q!rvi_dvkx19^UvDF*-=bLN1+sK)p#|Di1 zr6ZtW>SDrz+jtlWvs(Bu$oei20?$yn>7v9#g0Lo4+}R+%ZnFw0R;s6naYG0)SJPJuI0>oj zGfoq(E_mXaX0zu|k9&*X`#s7rOfMIs{hDjcxwLb*EV|DUlW@-Wr~!JlGxeRM^ZBAZ z^5%O?%?nzjnFbH9r+S))44mYlKWAwU=$PLS7yoKvtZd}P4^z&iO^^Asv@(`cu;miw z@pgx_qBY~Rt2pd1SQx==x(@}pO9o**R+zvGmBp9ngci)Po z?^q(;U7cyc1l2E#&JE!=jAx?5+U82}8eRHpUWmiO|JK)scm*!5^rcrX`{>sy;pIG3 zKbUCgSY7b+Jid(}L8HhNxR^><*p`4g` z)d1FfFw8e**tD;>k+UKP3o!THiUHo_uahTjl1>PMz)wk^cAIm!j>|vjOdB|_uL=m& z;4pKY3FRmDKR({SP{lzUcY-h{yXzs{11IC=BT#|RxP3sRVSju{=&mqa|3d!|cs?lp zxu(?LSuZ3*A?e)eM)Zqt?nzxTrCw9s$32M@32l)xKXp|}y)<<3b_J{n^)Wp3^sh1- z(HwN$9tT7ay52H{VD~hi2sH}2r&?o0W9#Bj^F^Zq9qPJS(g$?ss&T_(q-P@0f?q6; z<++Qo1bpm160~M&tK0`CcnmteBmTc;`@Vt}XF`10ThT@EWSq3l&3lIkZ07NFr8BIY zpo$J3lXM?z(Er$Vk^TN|wr`4psGn&{(zwDb3inYL|DwG@Iy~Viw)Bp*V*LauiEKqoi=T;7i!tR7kbb zGr1Zw@(a_c;h%^jN7ixzBRsBq;!E-e?0uc7>Wxm&M0^HWA<>Z&?LYPG_dr`ud~tud za}Vbd-hb}RFL>*S8^dL0#BmVF4Wj=oJ&(PhXgKP)TkXn3iJoqUR0!6Db;NQPa4wk=cr+qw6rJgj?}n-ag%C!=$jFtJO5p zOQdh!bA$nPMh_D0C9odU&G9+z%0H@-Idi{rF0Ud4%)RG%>2FS(*e@uNQ8Uv4#=L)Z zuu!lU9(ESV5xw$5a5qT~1G!E6MM&f9{gs{QORERbmpbIW+_Ccv#rPHjlBZIv#R)= z(%j>M8eQG=-z*~}?ktZ6*Pd)ZHHaN;NQlP9%`Jy90y6AX8gr6xhyAWfjy_C)$IfZi zpDqm=-ss#=7fdiTc($mBFG=WFN)8fw8=F@mzqR3$)8N~vnb6; zI7NTcWY)KFh|=_97!+0NzoFUqJdT**Y`xLy`VkREa8$QPhU~YjY)JQL7m2uMn1-~ zyRI|fPdlT~I37xrunX-r{ZE#q+$N|J+8rLeKrxf!FlR@DirMYDPKeCxGLUqNC!}N= zemLS(kxaPnP}8Qc^~w_UN{B2uj6@d{HR}6IG+U&X0Ic$EF)%Z1kqq9G#Y0WDYpEe- zO#BReZ1sQugTrBvM?0m&*&%=MZE0Dycn`TyI0jpNQ^!?NUs;&!dHt*a!KH*B-6QWr z$<@4dI^X4OOI5l}K|7ea9pgHzQnaNY#Z{N1bhj*1Ffa{VEH*l8NU&9)eB>uKr*8D! zfveMQ($w@n1U39wq zm0alfyiBvISPk7hZB41SRa8ZLDAds;>-I6dDX6)!b6V9~%j1;l;aJ(1C05th zZq@&Oa_s_9+`Q-NFg=axlC|zdFPQzK7!%!-cLhB3xX1;xHnZxY-^GsEmrX=X2rU_i zwj1X^L`icOaZQ$3F!EHyACQ0I!C#FT(0YF6_vyD~*H;rIOw%GR^IoJSc6)J-rwU@x)zRIujyw+bN&Zb*>JmBGo z+jMbHZqou9v%iL--jz)+TT!LTo1SlbcJZpp6 z737uf72USjM3|hBBLac~>d$V_RxD0vzIPw_%W}T{XX=oNIC-3lm!!{pdi=cQq;Clq zkrt1CM)z)+a($D)rrQi|L6MdVeKkkDpq|Eec$VZ)wG^8Yo4e1a`E}R07$zCYekCBP zqJ#mc0tJ_+Qy0kt{d4aNyzpLs4|`I&>#@l?3&vdqI($m7A$K3~?%tPWjTk?^T{=6v zu~=Tms2`Pl)kZi5am7x6q4*+ae1~?&kHL>%zNDEJ#1r=<5cb&}!oz|KcR&633>j?v zzgbTHMF`e^);s?Pox666OZApqR=}yh%|1W;FaJq-;K!by+lv9q!!|He%CY-_SPfCS z==xtz`=rm>w=U#2gE&1oQ!&2JF#DRAr80r_YgadBQLQ6llylHKw|cZQVz^#m%Yt@}jOb6lPPh6*CwZ5w^>hSR6L}BM&dlCP z9+WLJ&I-eCkxMD={Nf7aa`tFLhXfqj?49EXzv1%6iYcWklj`g@U{Tds>zFiKJNl~6 zdr)qn>WKKtw82bPY$K0paM|EiRq>GNl39WY>U%R7C=nC^z`IJ261cJvQvw61ahgf; zH5qC181>`{$Zp=uuU&P_;?lkjqxd{v!{u4l;UQD&{Wm_gzf7ln3M$Ws(gR5e=Y3YC zb+-HMXgLDXRsyF6nsmL!mL!F`4BM3)qe2q6tr0EPOs62GvnD*-ccNqFUXsP9YeSx4 zrqZ88WIq04Urj6x_t`oy)LstwhuKi)FLGQzm&fI;m$9qk){XMjhe|2vR))(>JCWtU zWCx94mZ9Kr_8>t6=m>76`ro-{sfEFI2{2ps&d-LqjxAl5a{I`gH(J?PVeE%eN0%@9 z^se48hUrkAa^p*zuG6%>&eGx{mlJDP!I6z*-RD*Jk8!*~#@Pkb@H> z4*T7(JnQ2$e|Ff-Byqef+-XMn(gBj_(bBpvrZdwicdgUrQW8&Zblb4}!5jb0TOf*O zNvegT&mlqUff(~3Vr-F1S-ebDL2Q`33JZmpdIBOkYVc_zC)3%e zqN=W0<#$pb?v2HY=KVgHatJULRD9<8XmLQBQgbfn#(^ZJ#KC-p=8dAS2WxvCJH$FB zK?AjCj9py5V>UQoY#}k4%Xb)hs1M=3w+83cU3jnUzs-UHuYd<4k}8CiNx^;ATjpZA z6&nzYYXUn@EVH9K+Lp&r)XKK&lJY*Og*kTr<@^4cX_VrF;Ro0-12RFES@1B)f}W;y z{*4nDgz&d8pw#Mxi0Wm?wNB2y>`ruMF%3nxe<#353ULl<#nG=hZ}z|kr!B``I(wK@2L3{wKw2bkqV%Mm-z-;^7y0zfa ztsW(e?3EhE3G-XzHL~5Ds0nGGWN}I&t8ivl%hRKB+V+6nELOF|FiW>Ic+SuHH?c34R zOj0pA^mMt`l(t%cDLx17Ft+Qtno`G{MvFh^~g=47!dXjm&zxN_8BsQiGyQzoAEe_qn`Wnaw3co0E zBscljU3*4Sjgxj60{^wa!iVJ9^`g-SvDOyFdkLJlNgp(?mQGS;*e>l78LgclK5AvY z;E8nE6T)&!ymr|dntEK<=5nLLYGS^`Ge_w6tdT7@{?gdbXb?2^4P;vj5NUb-IU>{H9mLzC)^ zmOAw%ROpu0=%jd^D623$F1kLPdg-wE`gx7GCt@PuVXNwFE5j19 zI%lVL#axHz+zD^X*lD3B?P2@RG5i{DcF9M zJYS;``(*r8MBPO2-qy-ei>yXrRA45T^*f*1_9d*a2Kn5EP%k~UYdGLM-^(aXsH0== z75FMn7IE-wq)@TOZ3zL-(9xMbSJpCo2lM3fZ;Y`aFF~s;=qxZ11FF;6rNyIvVy4z7 z|3Iw5NSNtk*FVZ*`0M|(F8q&XRR6s;sU63AvL`S}ncwZ05`d*yB zcd{eZ9Ev;hAFe2i%#r_@&$JD1g7v>-z$Lns7)S;pxr}WS*H+aeoE{)ucPSv}r&C8_ zYB`~PDAV%X2S3LA@ANUZBNMoIU!jH)g$)UxO`YIMw>w`Yd`P3gmFkbtAH2_H-)jG> z%w=PIyxbwpud_C?%-`OBL!y`Qh2+;=OUQSqmSQQRtd=MbYQVH!V`mNs&WN#j27$Ib zwghK^5Aa*otcX_HI-;VY+wiDcAWkeP+5nsw?=RvZAab@Q9n|^xG>TXtl1xlGPlg%L zQ2aShGbnS0X7Nks{av?t=QcS-Mh9$a~rWtYKt#C;duZgE%yEOX6J8_m*VE0{Cm z9&AB3D`-8%T;|{TYjA)OVv~TEe?0piAfSumh);GsM=coUnHeu=c=Qtrkg{zKgGMJA z@Q}RZQ;;0r_F@L0qHm8_i-=a%f~tytDe0GRVYRjfFnJD&70gMq791}fc>@I)9>$N2 zjR#DGB{L1xN5$?~M7F@%Tza!63oGj3!b8Me=E(oAy5R;she0T8fvi$818~w7%a0+z zFtpEt3j(hej|U)9w}QCIncBGX0pSqTV7_Hoq0SD;! z3yNMKXJn2)6lue8IWvsvS;F|6A=P?iVNONa5K?1}`A>2-ispZq+5L~`)Bfs~3oT2> z5C=|9*M%$3X7YR9?n$-jDWoI*;1}QYwEsHssYI3`v6K*C#psGj4$iIhi^~CG)%7Gvc{idIR*{U(!C3# z+KsiC`rW-*2B(lLC_teu31~>>09tyR)r3!A7G~Zqm?*W=y<|hn>8hL4GyuJPdAyA* zr7BX7X~FLK(sr{Q`UIkOBC{E@-2invnksm{6&YxWc(W%d?3L8^WvFLus0DE1TwxY$oJ)ml^&Drpkr3zfeNve`VsgnC;?fuW6c}NWu@G;e z7uUoAhNJW%2Fy^{6!i1sXZEfszPXByhIJBRI+*HE?eJSL4?y*~2qh~$BkVw#mVHo= zhI>FW=y&tG^j#Lb-!3(K!zv*pC8Jw^ZhdVOs2+5!ZeiD9RZ+fQ#$9eH{j9C8HjQQf zXYYT2Q zDz+ta^2qEA8PSWIJRZlGG%8Jm#87WJySnnBaojR&9e5RDu5)_CCOzG_&S&f31kpEG zdSnhKQLaStJUeyE&7Uxx@oo<$k>c@9uxq;-1mbDm0}?g6a|v+F@|jmtr8h+Igb6( z@$A#zDzpn%rzGbnT(~jbS7T5M-fyQj@wuMWPq7o9X-HoX%V~Xj^0=2rq26y6m~Qt zg?PIB#Y^OB+E0+sVUH}cS$g^wHcDDhqi7|u;2R-byOS|F)bF){Y|z79`qC86Yds8X zk6KGq3`!r4&x>z+l(k@46-WP7%*=X#_I#N5kqIr?S99u5svB6(i#iQD!@RDOEi$U3 z2t2J<&K^tr_PKuOaa)EGr{@c6;dpGHz1ImnHO24dRhLA z^pKy_&9pOH!5g2$T=e{ql-E2M#ICRbnjQSzV(yA*a`2_?g{B_9Ws0PIH=yr0&cmyp z<@w!g|HSC~Paq3WU9kSAU;1}h=yja;3>MozMplJg`?U4Q1fBx00IuHlBCH}jBn0$< zlVA6DeM3u$LO#0N@T~Az>9fj5K?PUkR~pcz*B{dtPvYv4&tCi{WGZYU>?G`&rWCW8 z`U~v{-^K?Eikd^11X8T+uuT_D(@1kp3+3LYA_~7fJxI0GzoO^!{GAwW_n9B7i3y3U z=|<@ib<2>IV2e1)z>h}a;MsjT%s^kcWuy=?68aldg)Lzna00*lz8>JCRSg3(Y3AaH z?bT@w4!pJoTgd6iccNJ(FUW9zYy4OmRfUP$?nJXrRJN!+Hw$Ld!3M5ycEkQWatk6h9i2__1D1f-WpmrfEOl!QP+lJlVM|C}@PeeZl{=6tU+jy#3?`Q7bTuIsvuzHO?@b9-jUBhYtdGtZHvR0RGwMZ=t8jgXum)0xk}?+%mbv!&4E*yL<0f z;QGizeH(us9{zy6zxyU1fJ1nA`u;M|zGW5SxQstkZ#|Sr$acA)evPo>V*C11e)`MP zF9c>ITu+)D*ZJkvfpb=u`mdb4byMdi>HNh%4xHT2fBgKPM@&v0Kk%!jpy2WR;1h?X z1hzRnE)$Kh6z{D|jDNhM7|5(1|DF-&m72~c!R7d^X7E^pf6*n?pyi7}wLVj(htEYE z*F1dbN$XBXVF;1?wHe9sq)y^5Rk`$tYkq&If5SARjrExU4O;tl>v<=K%}V6`B-j+j z@c#My(uM9$d{yVvY?I^8*Xfoh*)LIGlxrhHy!x*JknPGj@MtnJ4*1C4mpXjsRyKk| zo5D57+hEq%6z744UYvLh{*XrXLSEe0e}vmSKNdRGA|c<+I+w4eH#x~|aO$3&-`rsK zZbE}*T8~)9f}!4Rv0_y@5b>J#kc{fgLqB?PPVmx3$WBv}BZ}(4bwYDlQ!8`riE^)P zg0~IqHaXmpRnY(b;-qSG_>=)5?!g@j7c}Po^oNlaCnT~{iBVbH3NDMly(V>uz29_X z5_IH;NrG25LLux)I&>=zy(_V!a}6v0aCA%T!rm~Ri?C|_yf{yvT%TtdkQnN0edy0$ zQgUP>%?ODc%OcYT(CatS;aG9kTJBG4^3UsPK(LGtkf~sGwjkwbkRDIiWUuxIuIN9QxuNG#%=yqKT z^YPim{jlogj80aj1v3$}apBZ6yBn#-_MThm?_D}j*NMljrZXRe3;%p?S%Q#46bgN* zl*A#hSA4v4>XVbzFvcWf(_eTr)WsnyLRPf_{dv+Lv+{FaE$`h+pK%6cF|{; zQ!5vGiG9yWw;|66l%Ksf{&Q+^8MxL0^ye?R{Mj-l;!0z|Up=*Q<9n~K-^fr3LIKUp z6mU1-)>YY#es4`egC6)z_7j?&2spBcl6n$~J^gp;f?TC-Ai060G&$IdWS|FcW-FL% zVoGhsE|{iGBZg~MNBLBjx4I`*^n|P{vf+1zR?&aF!`HF*E15y*4g-+g_i<%9r9rhz zU4iY)vb&8VuWMarJBG} zX4a#)K?24>6nsf$%~$xf>*?KT!K!$OP}#t|na*Ne=*AbnfsaP$*$1-a-7$P+c5#!n zly3$~)QSp$i6%#e`dw`%-O|E=yKrIH=bzsjw{W%?-!cDSCF#722V}-i1NGGCOD|RYTIhAi zK`Y0kam=f;y9HAQbF`bD5f#xu)ZXklZPi$aleNS5Ei~Zk9XeQNC@zm@DJBKD0f=s47A%+A)`b1VYzrC3T9KZ~Q+UMF3T)XU#-(+IWX}BMD z)sL%{vH`1kCZ!imYbP*6c~hmq;>V&G5%cbisNb4V?jyxCy|yLR_6`c2ck9Q9%IGfO zt$W|gP9@K=NCwkpUk2o-RX)aaTrwx2!xr`W#Z9nKp%>FcKYnh&2W(Rn<;#ZUMK=Ayb(Y1&zDKfNSJ7Mm!nih#s zS>DKl_ygwbnzra7`_O4iAr{V0jT+pYpa1CXkX*4*&hYx&5+_9*aM(A&*IUcQZK*Q` zh%JCW9JBs#m1$05Y|>x8Bj;?;4NWI1dKaz!9j-f?>#*+RwaYSC?E<(PSU3+$^eegg zCX}Cpy7sI)uG34P=Zca;Za>zSDT0OkwdE&nNNDasI7d_BiO0nZ>R0)TK(p>)h`c!Qlf#uFVT91ObBveR+EOawGz>J)Tybxn9M0SE1#KA8 zRD&DaWU=#BE)y}mk6W8h92fez#b-V~=Qf-~>1a62^m7MubAN#@4E;^wN5zmpiv`a( z^|0!3V3!ckw_#fT*T?lb0rNo}hP$E)-qVFq*!dS>&P9>T?L&ci*yX{OS#?U(z|Gyu zH;{4og|{z+9zfKbP@Rfm_L+E^M|0MZ)5>iFGqV}_yY}X&>_|&lD^<^IBxZqCGVTG!0aC(Wsd(w;9Gsd#+=6k z;sN>WONfxV`WA$Y?RC$k8l~Y2ZFEZLFKqUsfLZ#F_wu zP)obQ;o0{yAvn81u}DVgpuI!pn*N5~IP@ZP^?d;U9abcc}% z3i%%-g$y ztL{E{kup+MB&LoSoJ4bxFl-=YSWxbJ-xmcENN|n*FQ{Iod*eEG|1O(XiOCz*6gxl>!LDb7f1H?JSfq`8HyHY}Ezq$>hBu7(odUO&2hBnLjmbF3_~ z-B1@uSPgs?a%Y3Loc#2`okhCF9ZGW8a$6no9j{MA2U#xcAK66S0vUFe*I2F1?57wn zI(g`c<(E6)G)_>8IGKp`rerxfu#Jco>fV8Qx;%O_?R5Q}y zwW1eU5-KUfHcGitp&KJIQfQJs9-Pxt5{GgRRWQ6@mgNaFTh)<#xzVe%8yHjnz+y){ z4jB1Pg|mAmznPIplk*^9>)hX1dviruQ}1KSIJme%?rIEbYb9N->T+9c(3F3UaXx$= zbVj+iz47b2dyf@-CdVg!?G1A2$?^isuVJ$oWAPGt84+gbie2S(9z;3f#k z*)K)z_nKoNDz26 zcXH!|gs!A0kLK*MY9RUk*|wVJ*9{k=O8<2BnB z2hEGpkYTTk)j|APvAx>oZ7}2@6LT+PJ-a*8f`W2vgX`#N;x!_*V)f$dZI%2 zKFIs$d?|nrC_ux%65EVwB8Ru9)lpf)f-+O+*cM(y>78=VosIcbxm$%)jxm}+ppJhtE)&<1^gUXs#cVsSpNwZY0yC^avaW7jXu%t9@jqhN5ISt}~ z8$`n2{qbHHw0{2kE?-nKuQ>Lku{s}0jbucCHr(yBqK*ajxx{g=?4(2(RX>SbaBV{R z7EJNtI))yeml{9V4+6gXkaNBQm}N8iS?uKKCc6-3m2oK4dJuY>!n_sKWhmgxt_4#cr$?fHFT>WFHxc`#==$0p^Sf6B#|hOWnuz}H=0 zCWdp@yyf~KGzZWY8SuO`fOD`-ma$&uu&BXp=Y_29#EGi|KGXS$W&brKlg6(qeh4I9 z4NU4N;3bY0WvEtXdkmNPLUk~Ufq*mF>Q<$GB@Gnu7R|+OS+Yvm8bY3vO(Ub#Zcad} z9nA0)sggX5I@Tzh&Qp{ZPo+=_klZq&sjG3IeQQ> znTcAEzdmRLZ7XoL*qF!9m%ogd;Wd`7q}XRS)>=F zI{F2w`OWE1CoM;NTLwa5{n)7}4J7kxUYrIQ1@Xg+8zzRwbNcf1?6@5E#Epxqfk%K< zUVA2FHg$MD1v{eDyg|BO0_T7gnH*|EsN<)&UHZ|m&~U*<5)M-DjM@1}82fri?n>pC zY;oqjc)#jpT0FE8lnP&6fFKw6OGAgyqaBN=6nni;m*JjrZ#p+6L7sSIO$4A+s~_fQwPHKKk>BV=Az6KYlbK zL^%8+cMHzm?J2w0^~*iRpBhfII0vUc7QSYG-FiZJR|Bzk_wwO9<6GJ-&mS!PExAA* zdN-({JY)+!E)Qbt#@gwUf)|w>c2%Na_THcgwpe4GmXzxD0)*GYTFuab`J@A^{P0bT znCdVx?%61?7|L{>pIYsH6lvi(USIJrcBDH~wLFZm>iyZI#(l_hrZrjzVGk?2JB>)M z!Jy>e&1#`~w^+I2T6`ns7mQ#1A#Iiwu&L%4u$vhzqTsIFaF|j|1w3WlNR^8n9znNv zh~yJp=nxv6EVHR9L(s|Is&Q%?PX&64)eN-Lue&9Tr)YS*j!lb=BNx%FV>>okIoW$2 zW^6c9Kr9X)#=wP|2Y3d&2)`jxIfx6Sn|1C(9p#sS2)){|!S^jsFK#q5c+!nmNG@P1kf|mV_JQdg# zIQc-i0Cm^UmFK9o4^xBy!u}D*x~u?aHv)Gp3Mxs-oz2@^>5Nkak+u|?QgVsHfKN9N zNJeG94@QpZWCu5I@p=RfqnB#ONhlrSmh?lQ<94(gpYq(>ExMBD{1A+lP4e zDJzS2-ju13q1)mvd8_2{{c<3X)}py6rEx8Od9Tsyuum9=#*D95Y^y()H#)T)lZImP zTd&ix*-BI4RlrsmLV~aU86o;Q2e&*@)rJcoB_xepyqBrH?NFKX=~4dt+H?yhe8?vF z_g3;yY5A?k2TlFVGL)wajh8t2%{Ycveeum~sn-#7rmJ#N1e{JGV&Q&p>q7>0(3G_9U|-CbF)$Z_ z_JO-}pQk7ymx1OIO<)tXUSkU)P>$ODQQ}&YF7_IbYbIQfVT*jK+WKfzK0O>LlRkh=&)6H3dZbH7qP84wT~tjTo~QO36??Nssz%!h#3Vg++jo)>zc z8{h1tTiu>vcl-8x@i_EYcToJc)&3qp%H6IcpHY^6@* zruc+<-$dq`oM8w?e#N7{tTu+WpXa9AOab)FbF6Dqvyg8)As^m?X!^p62tF{A55>Kh z3FFrA(Kkx#rg}P`Sj3~Ck{|Tcv-zdC;3h6;f~yC1a9p3s5!Zw^we@VuzoARrCc@G9 z^ul|hj!&ymceCPzaxXTUX00{emryYs?_scxZ)vmKd^aRNR6dEd*>)J~JAS;J3e{t@ zfV7VGRm$4c27pY$uA2lBE5EN+5~BC`IX>!oCo4y;Z@z_X80?*^T>u@bh?P)*OfWf3 z5v)~#U`+0!xwBz75{uWvk2W7;l01 zgr?4SF2_EA*SJK&f(E*4Xda?wTZCQ(Ib8-Pi?zBqulbfiYn$e3F%nKZ(|a0e@2dX~ z;LIE*v@h=0+<4>5MRPW@C*Gw19$dBInLuuUb|)XfMIr$Jj?LrEbjB-RpE5+_ocNP3 zI|z}_r4}=hFyRq>f_|WPZUpf~hm0G^ED)~~ou!v7EX`KY1-dERfxVr%T0eU%j7=wc z^}e}brH<~#ze4?@P5dMwS+!smwE2mXe{*D2e=+ejQwKO12?Ts z0-OwX%$R5zK*%FTt}WgIT*||d`br>%8zy+>Lx&zW;Us#OA|aB2qY_No zUy1t-_MVN#lJlZ$v%@#q@3!+&BtK9SVgk;KAkSLNCJd;5F0JTcOom~@ZrcP#ci3NK zYl70rX@{ZOx?@MernGW_3cxiM{Za{V4A%|vYfIU^^fwiYoOHkYHB62!1dqZ>wkzlV2nz(+r5*30DBrO`v#rZ#Zd;3S;e>?ujlSZ|FE1XByTcd+*{w-Vn zf4Tbat#bY?t}gn28sC6O{-?lkHq97M*#5WN`G2{Be>$TU(yJ1*?3%9VC6njsP&6+7nR`H~>Y`shxUv zPb>X~f8ki)2G93VzkQY+C+%mp(laVJ#f?DDZ*uQX?aV;!GPyhX>Vr%E2Ge4b+x}aG zshxWEB7tKm59MyPt!$CAE1=aE?-sHZvgPEbirzbCcPMk;r)zjXnPg~NH>`TK_yPA% zB6}`z)&FkMCu?YO+2gnl+L*Pt*%zwS>@`fc4D|zqTgBF>n9MVQj_M`%O%tjW>atFeg87MGey>ass`Gb3aL{G zB!2}`!HMe1gWoIHi!V8iKHD$Y)%|Vdl)!A?Kh@8l8=#{(ml`(?Wk1ZWc_FmyNMM(- zICnK8=sPnJr>8%Uka5CnXub9IJvUi6f~mj6$B&UPaJc zgN1IU{eDlg^41%iafWi=9+YKWVpWl)9yU6O56hG!0_ow%WAH@eQ$vEw^4AK*hu{9W z@5B9B$Y3%Qy+*%&iV>X%@cs7BzVCn-#(tzLY$jT|%x$2s9f!56>mIG~SX>}t9L64W zy`C3Q(qv5niMl`WI=0tphr`*NZ zb^VQ87ykOqAG1jCnb6icYaY}klU-d46H-6sE?K-Ah2}PVkhrr~q{W@NF@s=&!S^BsYV`4N*+nY zFcwbTvI*uHt@ZL?F{r^~OGIq;^EouoZ_K`LqE|{1?{jL1j{bjgfQtSufDEim1WyHy znd2oH5Iilx&atyNT;X>~#vUyW>0a|4$rv?YTpoox z-_{J5>gJ!i9h7GvH6x4Nt!8f}nBlV4D-$?!MC2zFJJ0NHRVQ>FL05nzaV80@GCNZ| ztGUdz+A&dkzb@a|BdGE3un;wD7P;EAX{rife(8{rxOs zVruKyCxpW@uL11X?3!TA0K?hkHPzCdMD%m7-tAF>x;I7iV|Q##J6V-8xjTXAEd$m9 znq4&(yXqIgmt=pDo`p)5Zf^!c^u%?8fNJwM+ktzKH1Qh7Rb8EDIjYAMrPvQnDa~Rm zW`%XH6vLqz)I7wKzo|!x-iia@i@~wBbqbTYv)au*oou*G|B)XAB8?TF_2BePJSk;;!=9zX%L+IYACp51~36eq6$DnPb?#$pzVPR>Tj9bpe{ z^1j{rvA=uMJ>1!}L~pf5FbI2}-&1ysT$0NVAMVF4ZAv9;tcplFGTB<~2z)Wz^azm= z16HpWmCIAwab-SY3TiVI4x#|)+gtyI1}n;${;2H0-A;oqK-y*iJA|M3)MJUy3SAJU z^yWMcTe9ZIRt6lpNzs||112oTkp_VJBY*$OJ047DQe# z?Qf5-iO*R-)>daD_?GshEtZAGzCNc7rP$}0XR%v7(9aaAcCp;3kV4SlQg1LY*pI?> z|76|N^h9r!$2E%k(Or!&3i&!dwIq89`dC<`0yD#b!;YI=vlP#VYsJu>nedIR_hYr; zMkRHpNL7*4aX6!@osQv5OP6s?e#I_ZY28F)zePUhC1>y!oM%tp4K=7}y|FuMp8$`p z`84LyJh>{-ekvgpf5CEgT*2EBG!oh3Ah`knNq#=x) z7P(=&M-`pTUbiUAfgq&WM9ysXIC!aFb)^N`lx)~aKaOpM^YOHYDBqcEdyXpHY5r0b zkNT*jt4She9^t#!e_L!Nd&@F===55!asW|_b%wJKn~vgKsuSz#c>-u2p2dRQ=lZtU zYu$T#DV_{<$7co$K=f zOy=Fw6Ztbg=LYAN-QHtmrPg-YXfwI9-vRpD3;#E+ctVf;#DN!oH2dFkc6^r=xD&*_;$!+l;BX%*61h4f>Q*i5VJrd#@ zZ5Irn%)^ByqG4MjE-OHN`^0kg2SwQ-oiH*X;V~Lfn>rc@-AO>MK%o>=tXpXGO2`~S z2|e5Eu~OLC?C#$P&pP>y0dDR-sMPdXj>|#g0?C}^U($nE&b2O9CQ4}5Q_4!L2f@Pu z!_8tX6D_lFbQf>O0Os&C(WcR(*{cP`6&O=3`D3)Q88$YQO!!uNLMXX_S<|$U?mhBO z4M`v^!ULg5_}?VJL5AZ4gDH3onet?QM`AkOr4Z`6LE{dO zmMS$IE3@^lUsz>LfXemCc@tZn01k}r=_x|V+yRG}XWmNT(1s>61AT&sP#1PP(o6h~ z1UDa^Ap17OKCH>LjqiOQ4p;_$38?vG*yw8okE4s>5oA%t16HO3g(hA=R_>kde!L7$ zXnu$pp^*k0W~W=D1-xy#_QrkMz6uDuW1r(CcnNzp-ZVIyHbLvH2{Ky&fBl%OL2cdM z=_Xt}KW8qCS}O!MZ14CUkqVpmXXp|o1)(VViW&lKES2N!QN@faZ#G|*O?&&!9+2%bbo znoc@#_NWphkw&Q!x-VNapO;Wx!Qn?M@Z|PG`cl`7cIgvS$ljJ#lxPP)RNY>nH@(-2 zkuw~Yu-*acwN)T0g%1v71J%U<_Ud*?UgSO<@Jw>+9$pWCxetoWvV+b~)%!YqmomIL z12`hY{kYf27~)ha zS}uQzs5d|9=Ug!NxXtiMA_v$HxT~8v+7SEtUiw_A9z4Ned|JKv{n@S62}7+e=M0Ws2Yh?Z=JY3lq<)0kTkG*1+R6v*9 z%%K78#q6W6v7G6DctuTxH|pap3>pqNwglvYxb6W^O=jYUxC-aI(0bjn`j)6#%|ZX=|kxbD66j15RLRff^g6S)8A zLP6q&D>4`T#}#Yj0)v@6@o+tL;`mv3GuZK@?${R~=zo`{JTi{>#kgPkCkcGfe`YSF z_5beG|7Fft-jEB35q{FqM_+_HI%Zoi;{dW(NyD!r2z9%DPZSQw!cWhwZ-j;-%V?JY zV6-}lFq-lQBlwXJgz2|=F# zEXcR|-%HOB)yZaV$_LjinlUTGs}r%}yO1AJ`7w;xR&e49^;n!)W;vf!LevLp0lXQoJQ)zK)ED#UnC)xR5&iLAL0vHrQo9{(rr8<}_cg76M&mqqe#)~9m2$G9CdH+9H;~fo zx2;eau3`PYA2KX`k~DcKhY;mRb%0)ClUm`?r;LAoZcIB+6Eq( zQ?#EdGmG~Y_NNDa3cJN6#VY#2u%8X)?@Gt!)7r{kUh<`aq<%EAH~4@gKZDjL`|W?) z{@q4pQe1k@?kt%5j=*J8<$!giCLwK_@$c9FoM{?YZQNDwrX&N)O7@9F8^;^e!)%<` z{(Pws@#e&j?*3Hbhuin;Ev*kz?&HwqoU{i%E5DDSe^_wbB1^&tydmT-4wmK^kchuc z@ZaXW^#Ke!{c|1d>WV}5l=3swe7L~Lm|y$L_aU}_$oSrd!~@HAPYIt%V?myYALxDc zrv8`zjNjglSlR*Fl;u%B@#5bB^4-(jv(9M%_Ycf(uh0IgyAxCf-Ul|x`F<`MAQk^} zTg{O<&-nK$^wnJw@eqU!BqUltWV46g{uAHRNx{=D15EC|pEAAt831{PZ~$qS>ao|d zQ})M^v38L^CNd$c-;m(=4bIx|>y`OmJO5n#DN8h(8v?35w5?xZuS>cR>{Du* z9O#&cH=L_mkaWqbB84^;VyQ)$+(b#U(`&`5nMz8&eJ--s+`k-XtQ^I5X3|QVg9AwS zU|d|JEPOL7{S*xSeeNwZB#Hp}Cpy?HNDGmqDxEe2whpk(oPIENtTi=Lrl)zWl22T* zqhOkvuG$BKG-lWSxw7z;Zg^SH;C1|WRpiTOVtX1;?#nbCDGlq_YTmWfcO#M75;<-& z{>nbfyW5pj(NsDptQY@zxOD2X?hDihRDijl5?p-Jaol} z@~05zo8EA>PWt`*fA-{{zqVewwv2mSGvP-bLA$NywrXSsRbFu$RuqDSbs~r5pQVyq z)q};<+ypK_U4}4kS8IoItyS%43o1%IM#1GObkFT#UvFVPK7{A8HVh;ypzF-tcvia1 zIdrg1jy1Uj8doy`)y>z>ByNl=&Y;zJt0Nla0kJXu&z1dq3teC1 z!T*6Uzsf`faMUGDzx)4H<2i8dQWhxg3`N7^hAiM`WA?R|w%(nht`4;w!5x5oC{sO( z8+fDon=Sf%g0)UQx`oABX&^L_MGigF@R>kX>#Iw3#6hpNBYpatlIg2TKuu+>P}d|P zob!URh-ZKvZlV$G1+@=JkKqE`W|9zk8JS zx}{`#*Qb;9568oGHfh71nc&u*o(sScg=9__>sd#b{lR8h-v;h-?{u7t+-CZ%2duyS zo+k$ML*kQ@qB>dn_kFz3MUA5G&h;JG1ho8rEqJ_MFj!ThDko(?jtuVt2RiD~HXVbZ zS|noaY-C#mef-tM##=3gm|Z$`#dp&hvru|0Ao2`oB7z0I-=9XwO0Szq?{=s*c3**}1Ed4_ zui=+s(X6H?oh#)gjT2vy1Y;}x*?enxcJI@+3CfL{vX1_T8O5|u<#w<8v5g=Fv>nla zFiZ`l?l;{o>UuTX?4cZwHSz_D0L1nC`oYTKgQuU3WxEQ$PVxRZVhTCi-030z%e&7y zWXwrZn>iy2PgIW=wq38ne>~2COLwgCMa*2VBgH*?3!a=!jXvsjv7G8TNr}u~a$vp2 zT-`C-T~C|a=&PKKP%3k&Z3+88A2?FgVXDw1J^E;^B`n-wCe}KDg%VDF>mpkHq9YVF z{L9{vAD3mc{r_UdjhyYvi-y~R$uL06Umf?NkLYn@=yb2z5i~(qXR&R*Hrgd6-K#Pg z)m|fMr#_i5Ii?cmuN7Dsk3tTohgCOeBY>kY-n%%-yMK!%J5Ie>1N}- z=M{3K?@%Z{iB)%k)TL4q2cFEwZR@Sz) zgB@H`w~AnD3qfp6M`?rQz2aFTC6_?rUjuxmFexe)8vetlgM#++aRD zjazGjzrxYJ;fjmr=NMm4OqNO zDvlO4g8IjEQT+8#mupdbb?(I|T^yzh{(&$;$CkBmXIltY@@S?(e~$-|-ZyXaSo9 zB%tW;`3Jx?ytdb-pG-Y#t90%x1L&k6pf3Gz3GAylAGthM*E1QqD5eVVveQW$Ce_Wj z;R~i2t^inN5?Z#WGWHs+t}slNX>dX`$FHiWq-KxVo}83i=23OMuVLVZ=U{RC z3IIYqBFAwzBkxnEo-KDcI)mr_9#)maF-;^2{@?e1WLhY;K^n%+d! zu&ex2#}8FY?*f!qoc`k}2{WGB#nHB|oN1LuKW?>u>xAhK_AU6yxas#_uAxWXarT3Bmj3x`KS0Yu_wZ9YGwu$c;+MIB-4ok7 zB~&fB{<)PW z;UEW4f;Ku_MGBQ8^<3P+%uJo0#3!aQ=w;Vgu3x>Oo`%T-coE!=Es>$-F;xxUlc0J$ z4Y_Wn{%wiTm%2GQm^3Hp{E7qWkTz|+appFbH33XU8 zYs8`-BfbVaclZfMGeNew#2OFSSS65aY0ZbWr+zhBYvF#8(tq~yu)cE8^4DpO6RfAU zqhI4=a`{T|Qtx}fZOoW-&GY$gqp1Kb(lEO@8Ai1MU|}y(e}QR*9U2Wk+#CYm&C6 z0)JzNAfnp=x^^|i1~_Dsct2;}8e-5)-kEt0!Ocr)x+fKTtGIApd8Dg=u~N2Jl?8YE z;(fC^*UPY<3yP+|s(ga|Tlnfwd9gzf503pFW-dm(;lFS)W$grt1(CE}1P*@$1#78| zq8;EW7x-<4bX<#{#{RWsLyX1<@qzjk&IPEGUKt(;G%hku`x8Ky0|VOw#N4K;Ws~1- z7VVTg?oPv&#>TBp&92_g=&Hf^QSl5%r8&cFq=e3S$aQUFXVP6a2L((udQZO4rcVeS zg$@BJ1ZNPCl7FUZ?wthyNC`~S(z?Yg)bk_+z-1NW1GB8b4g;JJXWSjlT;hW>IF#;- z)6=!*sy#!#=-@U1t>v#F@v;~i_v$(~1u-`yilufE%PLMqb7yOs5j*L%uIAcF$Q?7| zSKk(%1Rv3iM%`FPGirzqi*u?;8^60qu*pL(b;nlW>cbmR3wNL3e*4|7soxQ?qrHztA3c z*^WYjx+Jf}(?U-4hto$(DyI9;90|SH7ZXB9EM%g4edD)7go#&SPP!XqZsc1j_Dfaw z;eVeR?i6@tXwR;}M8H_3PC1V7A?qc%r*jUhJRFmq zZzZf@!y;eY@`T)Ft3|6e{cSq?hM?fNw8{G7ji08XtQ9RZLRTT^~!WCuc+i z+er?nWZ@#4XsmgyzLd{ET5IQO=P05R;_v_$Tir8?eK^&E^JqlbBxis7RR5Y-p;k2Y`tW;TvCb+>ZF-G-EL~-%HG@m%`+c8+!Pw5 zl`GCn^KS5@r1LtD4q&;1^z7h^r^tK*=&!GfxVuu8juuZAjLy=sv7CWaNe@w`*&Xgk zsTxFr|2QB)R#F~pDczU>l3x*xeD;>>YoT+NYPww25CmeZ+*gyR?}Z5l(OZV=}1@D<4=k2so{(Y`OMhotC*V208vq zokTOVTEsA{rv~-FU(7&xs0x!KF|BY>vyVvCE6GtG<&4-&A7Dpev$T^-uU7FJA4xf&t99o3^$*Wq0FJRg zL9$$kvzTtEAs>A^pjnTup4yL{Jxe0?{yNe1RCH9rDt0PTL(dt8e@=EDM9F|I*kWw& zWCupI5@BP*OwBf3`kHej{l(F=!<09Elnb`g#|9?KgO4U3JB|S63X34i`A0r zr-m&{G4Jiass2^QZvK*QKUUli-i%_-p0mpKEP!j>4>0j~`kZjA1s4@Kc=a$)ci!%HXB`-*3}Wz}f3Z3M5<`e2$!sLg(2O)a)9|0F11E*&eJ|6k|F*aHzaVEr8vZWcF4`S5`jWXfs7 zxoXeC*_Y30ybfWwf&7C-1Xk_}=~b~BA^hT)V=Gd4G?shC3JiH-h@)Jz4Mwkiz!}xk zSvgL}Qv~>fUsU3Uhu%aVqsE`4?DJkJjg8?~#O=BasWQWa@E59$t(ewIX39-^Tn!SV z1!{KIN)Os}WuS(izdTBBY~Xigb%B$}3uh6?rvZyXJUmC&J^=qWz-2R&*Y}ks0}^Fr z!oS{W39*&tKzOC>)ps+gxK8>uCCq+@S*FA;UYszh7Uzj=-mv7C6Q(9_L+z(}beWcb zmRdZVKBos%-d2E12N=>IS}!JF2XxW!=Ab1Q;MfEYre_kDhh{8wQ z1o6r+<5VZs#J!;5^?lF?a>1=l1y3FN5OBICTPh?Wb8Vloy4A(21~pU_xwqnTbXRz_ z8OjrVW_q0tdRM|>u7VS2pm*+1pJ#>MX47`I#(aY5gDCQ?Ntk2kM}wHyg8ZITu%V^Z zXYIR(qO%c9`Zw(4f&8e`3cu-eYNrayNbh2@MKq?vaCC>wyfGtbzqHuL-3`qia5WhS z#+ZPFqYd7P#3D?Jpscoa17OhBC>-^==`#wCRl_)k_v z0iX?X=yO10TCa4_EzH)G*wE1)P#&R8Iaf_(20K~JfW5gsCQmWaVnX;pV+x5OJ+YUm z{nFHXN{`9D9$h7gn-vQ_nMTcvLZ(mnJr_+8fHjL8M1Y!CkA_4Kd)%NSOzFjxbJNxo z;@EbyK&B@v5STW)I-m?1N~D4{x@(&oZWs1LB;}Z9mcNuOLCs7AeE&ZCAxk6fz%BKB z$EFA}rjqTkDang~;t?{I$(baDNQB^<2u@+|q-xah0pN)NhUECr3RTZFKPPZc%nFV7 zHXj>a58YjF%RI|e{k@M_lCjp9f5*pry(R7X-u!e*`jLS73B~kd*_I%*@*T%O-U9fH z^o^8avTbkXJ_ne%S6ixduEi^oO2Qx+G2Hz2udjQFDpfG!e^8;J9wd_&Z;)xQ~|^EB{l`=LOq!U>2;R)@=5Hr$WyT zetv6Rn!;k}#YlNUzR$sUK0IF8sCB3lOV6dw!%khX`IFGNt{b*mkZO^_9ToMdZ#$RmF3GvAf_<6Y z8m$13h@t0C+FI-a8Y=j)zV+04w{7i`Iv|2}$F06t^1d}L?_2E2XMLMmHHpViZDCqw zAE0M{6$H^kN{dFgCse04j{%aQ$)`VY1xVDA$u;KxVD7!cn#}ukUuT@LBMK@b2&hOA z1S}vmLQ2fKU%#SenJX4L>|CSl2SBI?bkX+t7L`TMRd94-{==2Y zmijF1RN5G3jQ8RL8z8fE8;gYY=whdV5c^&{(j~ys`NQw;kDjxODKM=bFeCWbN6wib z-9kD3IN#X5_jj*$AU+1xzp}M*!hMM`pZrfXc%V`@E43d+p%_(D_1>OiZsE__EMmI) zK#?wA_0mqbv+Zb6Ry)wtO#1cfc$h_rT`(&@n~<$YpK73YthXWGUe36>mP|(DrRpZR zNZw;8fHw-6+=NO#u*N!ETE1y9VA=d0KqM~S{%aeAA+z5mR_#eHGYo$IConlVzWO2g z7Y^pRC0%Khg1V@nyWAt~GC=Eh!Z}<(q6dk61@js#}5vZrd%rJTaJC*?!=Rd5XLyGzh4j0WQPx?K}5ZOl8!5 zF_ftV-Xq7_q2Q-)i;Q<3EU0dshb)xU7pyznztwq?5%#$QU*`uMD?uM(n%$^%OwKV$ zLZ^8ZxLC@qxkdHcG`dTG4qF7zGZeR`O0|o&@laWA?hmn9M&*$PG*?-{3iv~X)yz+dE8J){>eWoaSQlyUc< zKn56ZG!+QB=E{L{X;KhzuQ(Ph80-~2-R^KJ?UY2guwTATx#Po5CT;kyG}Y&4$ZaNf zFT>__o+79Q>Del@By+vDk}$5Kl_L;8*-yw4L7Ds)g&~}7tURonyWs=2Ewd0sB_+-ibd2u z=uCm>g$S1bJ)=jPeKmyDXb9r0CZ7P}V&{_u4w^M%U|J`NBa7$-?jjXVyzT^gFSq9D zTH2^vI?jFWdigvwBD|5F1$lWz$)GuwJlPLfxa{}s(khs|NsW7EZxc>j^kq;jzrD@b z$Iqwb5-p+|)q}jyot_MA(-79=qT`4S@V=HOI@Jxv7EGM?AR6OeE;C>%F6ZVdjw!l- ziiMx=ZatQ;{;})aP47W%oIf)30KZb~1@D!6q@mLM{PH#Z&~360-9MMS2n#0WHt9=I zfmr0xX2bIbE?MmG-9ZN7H9iwm)JB5rz{zo5Gi2?iu6c>r$=13}QITuTtM%2trK#bP zmMZMA)g3LKVpDfIt^xoD)~DvI{lL*Ss`t`mQk?TO2f1PTG-Qi+SH_58ximRk4staB z2*;O~=k7+;F3@wy35A{F`n3({y3C45vnv5Bl0C9AS4uEZx5pTTQ>CM;op5qp(A2Dy zzYkeBUx3=7lM=u~4dRlNUx;p6^gY!it^+X$g5UA}Q74CNzT(l1b{H(0+P9l$2<IE>TQj7ZY#hXi*%c7KXdwPE zsc|>eDyPOkv$XJ@Y5iQwO}cP`k9{cES@8)Yx*A+53J)qkCDzTF?Fg7ehHgu{nY5GuDSj^(j)Wcfyf9b)w?TaTjhwL;U$PWs-8(05ytp z%8p<_XIiJ7&_W|+^zY8g_GzWR9bE>)uqy9w4>FNf_VD_KEyvnd0+$-Dly9ZG+7IW&+=C0<5Qzvhd=>BpVk zfUBx93Y|9Us+B4*Zw#XxDD;_V*y*jR)mH@?HZ6$bGLlh5HCO^>f!U@vq|oy&U>V+j z_IM~9f3Dl~A!>ln&;Jy%2s)Tpck!l%f%iya;Ol%a#S%KKUuYaI#f~c%?~( zQ5d#d)>`h(N{eFW$22$@7ptd^$ej@_^po935%41%Ug9diyAr8ML_@r4eLmNy0{WYp z=rEc9^!g}$0F0qdGJ?X33!J24l;+}(Y1dN|bVHT!pxocK1S5WoWw`@e!Yd#3Y=mI0 z+}vzw0+$QywM4o{e53ud7rZ;nMsZnJUGsy2sXGM6vn ze8dS^<$4pFJ?sc927t|2lj6*iW+}Y#ie**B2P`k1(Q(CA+>j6{S*^ z{;)mj&bE9S@MOip!hxlmW^YiE5oVt?0(`$BfC=}z&T%Zi!8tu^s2 z7G4%3`8bRxMhGlYVXM{>OzkpEl7tbsY8tZyKi38!(reTH5IucN@sv!a z$c+iWEZO$@HThlB@Cj zkSzaEh~AHS5OX?R0K=5M!ydZEj6BC7ywZTYLNRfaJ*Lrcuf#8J3Vic6ao&GkE^Z0@ zbGbx|PBH##btd$K|1*2Z|K+#*e_2$f)obI36^;Z&NTLWWA}vsWd2$DoPQ^eq{spW_ z_GF{|2VTj$q~8FjDqt18(;O}+odms21DEg1&NQ_w4B+V81VwX9_of9vLcp2qu)Ifg(OWoGX|Do}reM77Ia zy#48bob;iuvgDe(mcZmXH1;sDz>idLautEB8?oyzbof7583KHmXC1?`dOb?#?F@=G z7UEdO&y$d?2DyRp*m{=zkYZ+ z0A#Br&8nd%eb%9CXl&^uN!YWsxKkwiGyr>c(Cg?6wZ4w*UKyOz~-r-&!XJOYd!ctC9PZdDvj25lXu2)0HrSCqpb>O7 zfM!103cP0sI&vRuDvANF&Xn5tQ5M+w?s3*kZUS`8JG=h8$_<$BS_xE`d*4BM?32lC z9$S9K%>ea1Po+dU*$j(ftgTH(>sQ_Nxag@3efF(;q>Df;_m7(`Ky{J=HixavR?vRQ zq8e#r=5b3DUQjv@_WbhcQJ0mMzzvDU42zz;ZIg+08 zqtzHTBv<*23a^K#-2&*l$S;e-X>3`B*%lW7Hal@%|#qEvY3d1@`cFAgGS&i!Id7u~hjx zdAK+eZy|2U%Cz9;`iz4GSSMruW}%Qc4!+;aZiWVcy?Ql$b`yHr#xgaZj+oHd^0rZ= zNE4@;I%#BalUa$~)BrGn^d6B6c~&IN4&Kc@QnMs=S*%-HRC#5HROq(CukHO3JW8m< zd;#gt2_8+ZC;`8&Dq%nU;r8#NB5Y?ncL4-4JEC`vcB{9i<=rk}v+HLRQWV_ok6XC) zfX2xQuPW7dmkbAX;6XECsR++e?`CRa{!ZkSEk=05yzGI?Sbu&USYMWh8K|b4rwc>O z78>mBQy+$`9(?{i-hJUY?=Ry;SH|2TS)ebj7}tc}(&5AZyrfL({EsDN_O^%c zy>chMtsap&)3Z&UZ!T5VDTNS`6NG+aE(I0Xue5QQ5S`0i)lZpg2Ap>yQ}Tz?)JVnm zOgU=;UjX70#J^ipg{`CO-sB%VZk)Q4TXf)g>9nm`QcQmL0c|hiNsqU{J3SLfTfd`_ zfSpQjYl;B-vPk7yKwBglF_xkD$u&{2-(+jT9f_xO;=iseD^i04-mc5=fs- zL$D7#Fs+L-d3rhYx6rikXpdMXR_s%>LnUY4axT$ zX>$?35bb%8->{VGdpy0L2@_+ZOZ@m=h z69b;qNx4lX+2M1vzDWG7q@~QUfn1}^JFjOY;k<2Gkr-*u4ks8UE~ngzR(cyeizHQ**!`@@W$U#sF?jY+*ImHC|xLi}K&kEUE6 zg@$J5W6=&84URHl2+l8g0Gzj2sq$&~q)V3!0_l-@?rxy(J3M@82#3MotFfI!O@O}f zEs!f0kL2XCH^(qZNXzY)QYSK%fxg)xXEC9W>P}0O@4;4KbuIp2Ib7O$)ssR9o99AI zbVB1TF2Zt{QpjgocSBvfW93JVwqOY)$M)KtNYCGE)JUaCKCo<`K5E2L9+l*<*%+)> z#;gK&3wjDMHhJ9KXX_@J3os^NUm1j*r!=7Yc8PU>VyqXbA8aXwVL zd@x}2T@3>bTzJPhxMg$jJT9!z1dwz~)gjS5~5JjQtly5^GjuA~Wn)R!{WoHJqekqBUwd=lID zxiLzu4GUyHj$#pH7@k#29WXDv27SMn_jg@WPDBrTbG5S?=cRQ2^UFWms(dy<1C{7k z@FsBkob)pB1M)w7H{>SXb~yfD(MbK1dE?I^-~aGzQ9IUy?_xx;=1-gI-($o7qz;@y z(18!j5zIfNHy?_SaqPOinbY4N?;68kAT%D6elGz!8qQKb>Lf5)v}%8Ot^uNJ0%o8q z9MT5>^S~L4lQ7V?P)TDrT&Mu7%2|6+(+ki|lVaBezVkWmK#v;6v2?l}!rkZA6G;7b z$@_Ah%f?}oFTe9x97sHvadj}H)V`pvJGyzLF=nBqUyJa-Y8~T2OUU7t4XC}>wxA1d0zT_I zfIX~Q0SjMSX#CbJ;QQI(4EHM^dgtLvO$?|439Nwc&fU4?{~r`TIh0huRRxSbD=@8+ zNV@)4YvTtnSE=NecmBFBH~!H@;LweeGzY7D^q88xHSoFL%+fxbpCX?I#7ac~JyN}4 zCTD@PS|j15E9XDIx&XO%9Y=Qx`rUrIgTr+-?`DA=?IJu45=8Z(;Cyp5t6al_7fp>*eK>e4 zm_0OT0xc}gYr&^#BlufDA<60!(?|k@6kNA zFS&N6(Falk)yp26>23_}weHvOJO+rp^8>L0+H&SL|k z(mNH&L*efV#dVs~f#&fRCmAqz{%wY6ZTNkL=v^QEceUm}=AS;_hWWGpH#zAVodepG zw!KHb{AUsyueh>As6bT%XjxAbXeu7gWyLGHSVYL@M8Wkh_Fz-)jum68a(DUxBFv(% z7}G2p9E=vk{WQchFi0xq#?3B5;+C+=6B@*Gc=XjQI6vacjdCyrzm=h;bB!Tusw!*7x{fmPbhIyNWO1fF*zl|AUW%Dt!~;u!UB@du%zMIN(U59S1^iOvPH zODP7F{>0JowPA<)$(9z6`W4}ke)~Sn5Kpmgai?!Fryu^q5OMII4iUj!Cg7gI-3{SD zs80o>b%kZ_sCrPJb?^{f)_N(un1Q14v;2bXCfKFD*IOndlX z=lweNyq2fMM=(RNv@A&>mO?yA%h`5qy9cN3#AX$jLZQcnJbbx6QH$QN^B#4{o{VNj z^+=w;u^;bz@Tq}Q6yIwg2Qa<1V_BW&7JiXH zApF)Y;V`FfvL&zL>~=oH@w|K8gKDFZh3N6V*duLwvo<3plcG~E+o+-HR^pUKVK85) zGJKl(J-BxFY9!hH?N0r9vA%Jae&rv4@#S`^(~bB|!pFv-KI0tQ zXR$tmq&3`I%mE<=?KeNlLP0uTH~-q}Br+F&fK=_X!pCCKE>5?IMz@{O^J@NIWE){k zt)x3ci?u!zK3JdO^v8xTG15=K083S~ zC|Avz++Isuz!M(3d+wrqeJikQ z;Jq>B#UsH{p>$3naY1=bV3K2|SqoD&L8Nte_Nu6CE;Tq-L`~;Dz_EvBpcRv>jWJ}8 zO-lW*Pbvqn<;&cnii2yUlu!!EHxD?Po#tAgo)UQ5PoXgzU=ewzAyCheN^D9C9*7ZG zIy@8?=sW8XmLPh^nCvCS>^6DWkqUy3|%P3W|( zjqXM4{0q?i#Qrv-gNrcEU(9>nIHK=CH;^-O#a zU1>WSS)#jOy{_GHZFM3Oc~7yBcK|%_Lbqwvb)DB&UiMciw>vQR_%`dw`EA<(o||U~ zl;$U0;-2NlBLR@64SUA4s1fZs5xO>_Bb{}IT`D)~?8$NE7XE3qo#rh6h7bCZY7oU4 zOMV46pED_9PFTDmf@hl)Q&`vdy92Z|Q%lY?6d7YJNY~3 zFDPm0bQT*JMITNGWrLK50DI_nZo3q4dCQmDtc`PBnbh)~l@^`vt_-k;91?$j(HHUs z_w%lQT{>saY=n>Op{zp(Vp|O6M?lpmZG|TiI7Jh3Z$3U^y!UeX4jGZ30a0inV4ZFQ znN;Il0-{WS&ezt)h_QHgW@e*7X=A4mb`07}imr|a32r4Df!wR(Y4L5nQzYQk_7&R% zzE#HQETn?VH~;5*3@C@3ElPg4az9n-Ct)N;yK9SmgY+esuNvVonAD2UA10R$RJxRa zkB|7c^hxMTz#Z+L@!hK%5vAMLqKX8@YV}Nb?7GGjGT8B_4O%g{s?u}KxE|{_4@@EI zB5EJuF>GK@|KZ|w=caqlF1SGHQ$4BLkdfQ}ZzD50JxqY^J4+p|lr z-?u$NKmIdLn?-3iX|GcdKGk5FE$AEJ`6Fn~X9F$SN#i{LR!&=+xRQXks=9B-pME>@Q|&{5*gP zD{Ch(=Vq2&zNN;X+q)!xDLrs%(m`z`sfOwTt`1PqWlvImlWq_$@jHt!n_tB4Izh z*pH#__iY9z8ia8U`uW!%0OS=N{^L(kLBX+T)KU)yjNN`FqwF~b0@y}%Z~!sE{WC#D z9DN0NVv%`0xQW+;EA78`&s13bc)OLN1r*ZnEa4MOKH5tdz3A5J``-`m>h((+%<;ZY zUI<0T|9Jg1pNglbD-6>)HVBQI{uffr;zKCmuP|>$tV4KryIB1=d_~V|s*E$)`Z^tl z=--`ey;d6uw0R;D{|<}Eh$7%UUoSA1j3YNNo4xLG`rh6jicYSIyFQ$UI|^Ne--&1E zB@CDIIoa7rw_Dz0>`x7|Oxb#YlbFdqa2qBswm52ryUv^{re}ocB$YdKj=g0%Sgz>N``;Z^+~jmj1qHfwErY{#g}vIAHMl zgeHPVn@>Z(1R`G#CI_1rrmf2SondyzcR#bCp!#9M{_0vcPe!-;jih@(ReammiLui$ z1x>7egIs?qsBnT)*ze;|J1}MQnG~Y!>WGD?C6dn9iPrrYfuX$e;&)fWR2_%bv)S{l z{mG%TD_a+I=6td2^NxiA#zeL?-1!#8m-j+# z(C?|HdAF5aygThja`rV5T{22dOs;Wzy#ZOlA+I%H+0cF&u9|s9=&i;vRBnF~y11Bo z8i3;%Ec9@Md|Q-zJFdV;jt8~YgB@4=4>4x@1yS+yPJ`a^3P~Ek#FKRKu3n_omg`@0 zPy_qc>EfHe0w$&<60*w?i<`&M=!=p1@i_ojX<|G&aegT)JPvR9ct1wj?bX=6^TRwb ziD08bp6zJ}gef*rKV!{s{bh?PcI9QbUfEv*!+GOl(6YN07yCsklUiTmyt1nKjtAq< zn?3A%xmzzsPUIeHx(2_{euM8pZ`sqrw5~UV1-*(J0}|K*=VcBKK|qhWumhOi9f8@o zL;)-1G365+KbhZwpz}ysF8pJ#8Bf11V}kDwm+v7+5k+kzJ~;0Vw&tA~&zA??_FBrn z{~V=j-O+hbJOk{~2y0J5Gh3ORhhsN(BA+4k22Edh(t>($U#T|=c@U}=HEQ-1ollL}{>TD^lvws%O`zvoxhJ)6?PENk5XFPA^yV`L|py1Jq1w0xXI|C$Ndcu=Z9>#(}*7vhqLb*(9~2b&n%-YbZLC!b8Nt_#F1+H=QW#(!Q**wlWZo^%$7WtWr`- z{|X(%%cHew1h22g$MaNs+-PboA1yz@36HbT?m(J^Q@D9HYx>|KdBSheAmet&g|?V4hg9|IyMV3!Wnc66Qeft!EAe_Hda4Egxp4PA6(h=$qe~FgxWwj5m%Ym+ocy_d;osx6&h53wNIFQ0#MSGhj3@{FNl^IsDT1W4Y_}v&|~wEM#{o zpMV1PtN#9=bZm)V{e$_mW5S}iS|9$?E7nR9_1Fr zPs#p(EB@uJpJWk_|Eay0fw{O^BBG&23yfRKfiGIP_a~>?;Fj~|x(lg0BPbu3A;1VO z;u?D;^8VV>0h8fS48MU|5jGW7j>;GiUd%==y76o>j#gG^ER;-%CA{%A6H)BUZd$cm zP?BTUvlf()MeM4IC}xQXKZDRy*Rlb{HAzFXh#H_oFb8I7hrS#`tCOtnVq>+)Ydjis zBQ4aMjaQjCI;CT6s!h5iPblG5GM-^tV6ymLa17BPRWl`?Up@az`8BDSJc=*07zg9= zGGO22(K}~eY8P8-(_K&Cu<3mh3JA>q5Jj^!WxiREpqnIrZt%9j23U!E*bbHC@&nMf zuD*H_g-oc%gXFcDRv^u+f~|hOVD(TG0)KDQ7Ho09rGu%xvAw{RG4_SM-|-$5kCI_} zI#G(9#@t_7DwLIigcYlkOmWQDzaHz2egyhiAk~{*lzLRA1XlULP+PDth8qh5K<34L z*Z$vg%Qm-i%Zv`jqGQJZat+#AB$k6b7JD#n(go-?0GV2dgBrg_n^(_U0-7v>sg0{` zw5xH(A6-Qc%!pK1m`mdS_!MwH5`7M6PvVa-$1O-`C#&Gal8& zf1gy=doY#-6v34{0?Wp4Rk~(zv#)t>#mpUtN0{m~PBalEcwM=*F>f}&%Av&NpvajE zJgpY=TK^zU23_-0K;ZTba9jVLO4bpWLur=f1>1Q?kdsjYQtJ-uZM|kc5%GaEXALXm zJ3_=UnN^9_~@$Y}<6 zpKg0?Ez&gKf@n9$oKwE$hnqWmc;+%9Ry1wkKZzx)+G*c^sjHePJnuHs;o-E@QkIPY z&C=qDJF)^mh%mnRM;}-<$SV7TlmgDhyf7aF)6jhalhA-d9usjbzLX-7ix|wMt&t>E z%tWA!zXlh&3nod&wbpOLRZhRHFW;o|h%_Q8#u3()Z_C>Yx9K`Ax`Ecz6PW|iFo6ei z(_R-*r&EFb|8R%oCG0$au3N9fCPU0#5_C}i+IW1gO1?)B6=AYWdXs>iL(nr;>vuku zm=v7ZI(fy&UTKB9e&QDX^>DI(3sBtRH2mv7_}@Gw`InQ?{_Ck`z(dmd@6i!GRv$wS zZ?Q>%o*OVDa-Hp3&VuVGz8C^{mECXWrL9_Azdl8*0IQDf{Q}BB?fd6BkayDo#ECBTUYFwzbO zla(!GD$r^HAB2`?kt$e@-3JTJqLye;9=+48>0p-#s1JINipDLp*bwRfKvPSg6GBfx zF2=Z0SduA@bD3y5&FAoH+WOZyI5*IUe%+k@iw{>KRqoebw;Zc4YQ$V&zw4%9I@?#z zqbIQ@U)m<}zv$voA0*w{rCEd~73VvVRxC;v=ku5htL*U2NL0n9s~l$TLcD2vKCAbp z3axlju~n%U?dXxuE|&mF0lM`53?Go^Vh;9h4nW8rV3Z~k>92j&sO5D$q)zz)qMP<) zA9-#6C%D}>qJdOHUA38Ku9E{&u(k?8q03y(yXnLk%zX~~BfF}3R*z<2=6SbYXl6B* zNpA)epvJG;`>vWixHRJ=oQ1H;ITO3_p{UK_V=;Ro&bwm9bL6}>P6;>n4X;r1&DD2y zk^H5WUwrU`9Ojm3{x?H$u+2eHm*CVsqX8hjF|TmGGoEx|`A1(2?#9PoJ2W%u? zI|nyD*7sWkQ2VXOOB3v39L$3lV{ckw*DrqBe7M}H971z|=K_KDBht&eY0U(v@$SLS zxd4r6rQ#9A9pEcvAUmMy8c2Jj#_Vmm1mMG4d6}(UD?qlTBLyTEWk{8n1dxw(WH270 zE(~r@ZGXS3``k;wfaa^qumUNPlRm`(zZt0doLbOMGS#9d%G%$D;0L6B&cP~={8C54 zkUHb5mWPy@7;^}1?BB34WX-<{slSSR*5>EJLZ4~B9q2C2T+Og5#qpMbbE)o1`qUdG zCquA0p6duG!z$)4vTAZ`AR9=pK71i8IL`2vIC7SDnd;D;9-zcSuLN&ePG9YJqvmV) z_Z{KW8*VxNGgmSbu*_ZI!72>8TDM|V$_;A_!n!>nwnjA@3R%-ZSS#*lS*UlTUjSAy z6oob^8^5?|Gdy1UYLVUp&56|_?L{^TUuwLItBbP~2LO!xQ`M`r%Ov`k0wHZ5_6E3F zvcZC)^J{h8LVBkXk`Yi^HP?30cSJwr%!Kdk*h`;ahJZGv;&XfO4u78ws%2<^51v(S zf1nZ738g(z=XIW(QjKZ>yS7H{mrGAF*#4y{b)KYw_NFj?(saH`)UOkoki7UL!nEn)C-NAzLCbe9Wp?cOktto5uvLu-f4gZtX3fL)b1rK zVs@i?!^0Ak)<7pVCOO-7GTf)i>Gq{mHjwlkzEAM>!`kw)To0>(3ab)n}>{8bnz9!1#I;#~I z_Bbpctep2*m0pRXFIp@sA)bZuvh0ccDn?*btI>9y zp0|p?0@9vr0)L>5w+74d`A{%$C*jtH>>V+i9{E-DiIbZiU$LDwwHazN_I%(wiU3XJ z(4d^|-p=>U$X>fk#C0M~liKSc44z5zXyj()^{1kTs0T2GC1GI!h0)h=`gL!w;Z3~i z+>>7%Q#e0pz}Xo&(ElF96V};(eeTY9y`tzo`xVW3V<*1`_-H$U>Np7r_N@(G19e`x zvJ67}gYjOTYTGCu>LyN(e4a)C+1<1fMj#B9d7B_V2lPy1N_Dmq0ySqhEMW}df=MTu z-7)6c?GAwIfF@%=p$g{tyso{Z7Wq~4bs0d0jU$A25^E_% zIadRlLhWA}*cl79O8_G2 zV50MtE#Y^t#l+Wl8DO$rMLPfB+H7{6eU%EybbaEa`x)SZp&IoNJF~m2bpa1#*yQO) zygnn>-U27YQUq)Y_qU}^iY&u#9XH;LWiQc$`l(q}xd#ujr0l&HqB}y_1ON;wNX$lc zRrV>gmvFLZ$2V(@Cr&7f0uc>*{9g@I17=LEME^0`6Q2)S)OR*XF9T1$?i^qGU63uf zlBD34^g8F*ZWgq|C0DSF;?Mg3%5}24|DiA!m-X0Pv0t7IBTQ3s_Sqy73C7+4J@XEH z9y}ciZpd_w9a_OY7fRW$!qlI|C%t=o{FGfC+GQ%h1}Pk$hg};>%`kXk97jA(xv=4v*Q1XdQz+El%O3_-x-f6ng@vbO`Iuq~IaPG=B~*i{TIjQV zrIGhNWf*y|3pGWF4-3Ig+^dKkQ0Q{5ibfmpgiAwm9%`zMeB6k}6W+B5ck#p8=3b)JcV&P5J9BkIM2rK(1=i zF>c9p2AGLZW%BT5j7V^f+6;n=2b+UMT6mwx!^VpMrK%^gw!iL|*D0pdPkH;Vzuom^G8*K*kI3uEGK z5tB;l1~(7w8C9H#oyGm3po)bieoz$2W1t)TYB=+Y;wJ0Y;Z>i0H^rJ}jamj3%Xm`Y zoi>~3=L)$-i)Mo)y-o@8ULZH)183or?&%Uo>uV?zCztYW` zcJ_|^+v6cVANwW5F0ZuN{t+dxwl_#9VEB3Kqs0d{rrKfxRc;4DUa;qX7kjX&7DUTb zI&y+uIA^U?)2tI6mce@&1Msuas;JG2e%`M-0>YldFAm*z|MWZ+OKRt=U7D5G{A|oq zzy}_$%N_^DH?Pe|oU)Ma_1@dPlGd01fFnq&99y-+qp+BNlzTt6`yq7Uu3B)AyKy_| zggxXwTLu0J`Scm_#4%CK=Uz)B%Z$>jX7d(@Lm!4KU-QT9eYJLCkrp)$1BxLzASlh- z>FuHMx|;)eX5eX!N)%cb-|6fl1;&Q?a?*a6E~=G}G7lsiU|J{Zxl;w-x5fYjkI!xW z)Y^F>+^MBE)&%ito*H)z@*p{2OS)Ew1P(#xm@_#uNL7VXE_qJ{mV8%QL<#5f%*D2& zy^(N9_7c!iq)P0feT09?U!hpm{xw7cDQ#eOIC~kv5#F7s;m(p#Q?E_@=p7+9e>(Qi zT;U72{?MDU0>x+7Kv>yFLB812Eq;LYPT+q!)fQi!CX;|g^`GUyyeO5d{ix~5Yy5`z z?~a~ht?`Vc8YjjMwvf%M;q&!IgXU&kUd=TSF^AI1C6?T4;qpY$NjGLLb0!lPAGMk= zsYi~oeKVOWwUq9eLu&4IWoh^jT=Fa;2`eA z8GRs@)!-8WMAD%c#>bPYPSY_D88*@$B{P59nm9{9C=ua)d!uD2B?K6X|2REK*m z3iAqrILE~7^R@c`-Ks%#b0zB7?l8@AX*=gxT^TN+NKhX}j%YqRWfP@F?aTk=Yp{eg zNM9#%>>u;u@;nBvXMS+w(u@HW;8a|{qR&8mCti_7eO|XXPP$r~w6}nJ;DjQau(2n& zFn+N{y}K@_c_<#MxRGWit`B1ZhKDPBeIiWxMnoAbA|_}pD<215)|e@iA`Re>C_*PuIbn`s5QoXJ>yfT2A)6bl~{HAVygKHAC8F2?hMRk}0!YZlz^8OI+yZUk1BilXbb00>5Mw z+%Pg|AgWM?HcCXnbano!A3F5ptgW-_OI=`gB9&mZa7% zA+BXT=rWQ9hy^tSu*3olEkqEjYAfAE`v{=@J=|UK8;ZILFAkL5>rZ&T@uD04F!b@O zyO=+Rd06!WbcUyk}zapl|2D!&4EMJ2*Eit0Nm&W;DaxG3%vCAJyc5c0gTXn ztds*&Q&N*HPkpw>kz&@%BFX2R;g7E%U1_uo`m;ap#sI(t$mx0vR=8v&N}Xq_d`^&U zTd1Cft$Y%4!~yCtbs>n`RzVU=^hn<37USEDXq8tl%9I2RG-W?uH z`~u>)_!L|-^UbSPk02ob@ZngnBH33*8kVBhtd=58^AqbH6gM+7Kb@}&Vuj|$SCG>v zL2V;RHkWeZkz@U)Ii3rc>K&IyXx|w-fYEj*T!o&Kh_mh#AoXPFT$h6Sm`QC_AsOVK z<82`!riWrr7%tCNt4%|>?6p~5nWtv!CQgTa1TtA`XkwYA6MrOb{h%45jqYQQ zJEgyU$3Eu<+e5(-Z)_1Uv-Fde1Q}h9cs#_B?Tld z#zrstt)s3FRs~XO&C4D2=G9$D2lo{23hxFg)Fc~*56F5MCE~G85+;RbEULu1NzP!% z0I+0k%Jm=Z^xz=p#uG|>PkBbHZh$XTx1ZQ3O8Dvz`5VEjDH!nrSVi>eh4gvVW$0!*dXD1)cu zN+1CD7y&VoE>Q7EGBIQPB%;Fq&BuPD^&%APJikV8 zqTncZK~UF2zgl(El(IB%ck-2y?58fV7-Xeo<5Nvao{QJ^Jg8bdC>m!r>XcnU)hyRn z?8r+DESlBp05Vzu^FWQMb+@#slJ*Lw0V<}#+e|~%iDFdC5J093aF3TMR|$=0&w1Wb zeQ4~7EGzt-A0C^w!=IPSC1;T>P#;%acGS;L>^HtZjJZ;Bz7IOWovGt@sr% zx^-zj&W)%m3F|_ugS^08;tlGPBV3knBZ7aXwkvf8&K_*JIn$9$@VUY`x@i9_?sOO> zU(bi}8O)DHE@rgZE7gsjOcL}&%Ys93+ zhqdZAzM$6SnflZjgAvtl#JON|yne6G$&t8b9b8!2Vu+1bI8Ltw;Q~6Vr2YJghvw#Z za{qp>YFT458_nnk{AkSM1@Bs-0{`el#we2xX1D`21{7Tt2v~)E-{iB@8?JDKS5B(3 z@1bnUVEE}H35$X+UvR&V0C6ZdYjF%v2p9T==C7?+sV}c&Iqd2`t(cT45Aoo1RkdU? z)n>GEE~lN~L9j|v$Lj(QnE(+kHohw&91O99K6#U+31Q?*Gw)t2I%S|SN|SD(#p!Ui=TSLF3Yab2AGr|g=l}L6%Y>ExHs@T2QY$g z0Fk3!NCNvd;DHc<-Ok;)gZlM#+$(@Hfo)7i7oPO_^d7VVE#neVl4C|kLrjmQJqVul zj4bpEE)mF#Rh#=`_7^=sOgBr{ERxZ$O&Z$CF9$2hw>8tZvW0`?5T7M7J*Lo+^;oaH zw+M2^_ZOJsTjC?$5!0?YC{@7<1c8pW8n-=dnQTZ|%H}=J>zI{OE;l?5V{O`vokII` z8F^m%R=AUYI|pnT|Aff=e4(=fVTIXel+3wcq&O$72lF4e;XMRY2c!+u06*tKssN(@ zef+$(GZhv#>yho2T~t!DX6W>5&(m(Zh*4Hg;wKbXEB&Q14<9p z!D{t5wky%Qq)^~ur~4?y5^ps^0Bq7nAyIRQ5pT8c#H^-u;Q437lRw-Gi79p$biAYhe z8rvypGy;SZo3+wPKKm$dvfg>Z{j9PF`u$|p)F{f*rtkjZ=azlZlPqW1W_QTe^Z-!K zs(;kMtREm_rI>!fn=XZC4{LwdTZ*4gbB+)Cxhszd+$x!W{SlG)f8$U8qp^#B%Llxh zC!gaI%YQBgSHk3Pb;SRC*WMaQXJ&MMG+vKtg!JN8g)0rFdvLbBBBU?xGr-RLopWnt z#;GIH*v(Y3y#{;pavO0-8*6spAy5NL>C#K&Lqgi}}Dhbj?IylZBsWuvd=KE+nZeraKKEW-qg&dZ|WZvIOZ1 z)6HW=_N>)03zTtT&x|j!6e&V{O~1*)cbc_fQ6HMvnYWWI#7a}p!FNE%)p?+CRhQm* zGp6l(^kR%jje$ga9eqq{Tqdic2fkj99sbB(Q>b2nv)TpppZUn^pO?NIUlYzTZ54%< zJ%y%avEP|-UOZyL5V#>1%E!=GD}`@)>f$TCq3Kao)dlXT zx%Is$XmzH91@a5eHam>E7!z%-4`-H`>$QRO>6I6EcY$*tf&)<%>vn=kM4516s-670 z9j|@zB$LslpA@;Mf^3rYLXrR5F*;RRg#24(G+L|f9uASN+=7$NS5GgD+FWw1|I|9> z9?H>wnx{2@qT?@2=cN~UkZ#%oS7AHoUE5RToKm=3LGvPi%MZkT7C<{3L{tY@+{t&3 z6kCTgM!_tM4}jLqO{{$9KqmWBZgeo_P;i!-Nj)Dr{x#9`pM*ocYE;l3S=oE!%sasC zP;|k&;JZ@6GjI^p>mz=_?|ET>!|||r792>&DzTO-hT8?eEHmM;naAR&jWao@XMkFx-wB?qn7U(0*ly4evx$+u?9v8n7zTN;L(f0NwC z9`_k%`bn=Q(2Ch))xelsU-^5_5a_y;fK=c7=5>iz1FoGgn#I98`y)^J z4&G?U0G<9~c58$mvA9|8nv8U`yhgB;pmvo8j6%$%oy1P0jWUd5j0v(ZAIB@_`7wl} zU6y;bYBU(*oen_I)+;zF+=V81&m^l4Km(jlfd)~%S{V5O__bIzt@31#U^OR((`9%F z^tJZ8GKW;a8@L330xHAco>1qH{Dvi?b2=AxSJFscb3mDD_`3SnD2(i{;0bp%z-L2v zl{Z^(VUE^KcqBDOFR}zD_O!rsKmRrdC7#w=iq0{hO|k+@N4Hwa9fen!M!kS?Xb%Qy zyeyXkkM?HJ&NZp+;@wE+gU@cvc7TE5po4~5swL}Jh={8CCPhJ{>sTt5dg zBeRj547+QX4D6;!WRTay$!;9G8r%ps8MvVwK~%9b=W~t9cvj9*9?fKeP>K+l+t)Vm zhl{Mh#Rp#uDkfj$#9Kt=rZ`g*_QpoqK6~MlaYI_)G)Syl(f+6;N!`*bn8x6T?Qn@v zBa~jFjQFe3)cr})W+k7J-9l-!*~)!mOM5!qM#_NW_S2F8bb16EB!Ix#{tPU&VW++9 z$aJ9eW;Mr|V=3IREUg=LBt&tpYv1i%S#S%z&OJHHuT9+Pu2?p?vl@Xy(F}zylQ`B{ z_`S4uUNOFNf^c+=$6U`xm}Z_$jh72xPZR<8*)CJgWV_UFU+PfR)fW!zsSXPe@auot z1RO0cuqhwDP|P0#I@N&_ITj8^*ZJcPa+z4eJ`IEM2L5cf3*K1-R(?R`6L25uq%V#y zKNsp<#;;MzgxMEG`Y)%VwgX5S>oTGse`k5W<|?CLW)DT9-58o;fbhq9zl%NWd*cTD z(hGMK(GxlY>rdFOPXuGV)zhWYfU4TK2TNffK1e7ENJgQT;1%+(by#^AP>i0EigBy-u`N0WcMqhG<#Flv`R~Chp_`(f1%_#lkZ( z_c5ecGC21C6!+axP36(Lj%8-B3<@G62v{fz0;8j#C`2jJq=TV_*bpQF(mPQ{MP%qr z1woqhMCk-bMnw=%fdEEo1VjiC5J)HqN!~t;b6;8a-FNR@_r13k|3q_=lhb~CfBP%- z=Hr*3wlI5=;m_X9RJkR6(uNqMm$jFsxqh_-@G<;eeVFaO`oY#8MIi6Bh-XT#3ibc0 zm0c}HzUM>_ZBuAlPWYY|vwP-V;#jERciVxufW{VYvh4Q=&NnCiu0#H&8veh{y!jVz zsifnVJeI{1{z0^F99A&(Fbw^t%=%YfWjPuM{w4bcj^3J2q5D=h$^zjBJTBB=(Lt7V z8-immfD^dJfIggxi~(y8M=ezyKuuUHt45?SHvpjydt99 zZO9hS{tT}wT(~MZSbsiTC8>sGyad(`mk?hgfRg*b$m!bq^y43%oL<)tOSHp}t3!Ze zl=!zpVXs`i<|k`;V2Ip5MVZ@#9ufreX1&R%rQ6&R=lb)DoGF*V#b%McCGFx0jZ5!w zsL`i}O>$$3I`o{DBXk9lawgnxXN-J%0gEZ<)SxU)D|{W&$n+CIRSb`pH0fnlK$i63 z18fmKHhe~O;e10oi6`mp^WresA|9d1g27f5^pw4TzirHa(EkPwynExlZT=kARRtbL z>%zW00$R|P3G2yF3)|gLQeJ**3MoQ_NzLIf4h=gbSgJYmWy^=5~^cz z)@GT>jhNt<57f=NY_N1ZN5vl9GkIa1o=~13>-HyXiY>w6-L0_MogY8>5XLE!?8#WjC%lPy?@zzb?$?mKr9WVV&zh|AVUW8@txt&3nt;&CswN^WQB*LLuN zL+qB2WeTweRo;idsdv{;eSE%}+uVxqgt;Xg#yqJ19UuRX{2D_%Oa@Az5UX--+fiNL z>I!7K284*x&na|AQb63HPX%gi=4qkXIV;I>*JG zTz0J1g?B1~BxVn--kcL6m@fA?&YtF$Wp@Ufh-~@w=ndH=FJz=)M3HsSo(}nFH5|gJ z#O$$4eNe1Fl=>Vpb=1uOTkP+va%bv>gR|PS>C4U>{Y~SKaNB{xLQT%e(qqzys_B;? zQ(hi7NUEHIsFW}i#4Gj3q##7j8)c_2F?u!;GQF~yqGDc#b76k(cMXZgyh0x_rKdi= zN;U(;rme7Z4nC!yh6fWhL~X`$NqtuUZx0((=x1?ShL zGSNdzKFpp>e`l=(SA*5F)A2_=N;{P8FC!do@Gz^H z(Vnk3o6d@87r6%!Shagj^{wtf(w1N!lhVv^YP8GZ=y3AcTcyqp7#r&m;PZ-wk#nid zm_HhgDfs<%L~(Z8fng4LHs_~+SI#VX850?EO1hB%+%3|r1;fJl>$gg!`Dck=H|JsB zLf-}JYT~Z@Ifs_u%YEAl&uV@yM&BwT1RKX`F}G-WQ4tHGYWL*4rWX#L4bD&=E6)Y2 zDr=wk#(&g`+uENQ#vCO?IBNDK;I>@tOmo+u8SoY|E<|g&q~ZlR>MKbwpbxYT5@pGW#VYtLDUq8wgV_++`nI{q&a)4{HpuTY=-y4q1=RXM9n{#8nK+%KxH zWqtn5CG78E?!RZT`#-<){}Z|R#$gxwgrq^rKWIs7`mtKM*?;pD(xM>h3Te&YkAP@w z%1=^GQ*$qa(3-y0oVV?I^FZ(a8jjRifAvD4$2rsBiQ?>D`b<@tUag z?{dag)()zgZT!X+#=86=>2w(`NYtQ)AKw3_NgeNS|L;Xl(T9+cWIAh} zNXjH@4U_uXJKw3Aet0$GQuAl_RPmpV`;RiPT|JQoVDoRDc4`tZwA<={Eq2{qY0>=2PHw+dLs5QVmgVb1n%8Z5IPAFCriV-|(B zJRS0X=+I=m02KzF5Na}SD9770y`0SB=wq+@*`X%X^}ZbNiWWv`Izav^_yJ2z5vz{Y zd!635&t@5p@W09nh8_-t8$ZA@@DB^v0|8q=jLTg4NW|Do4b5ra1ao+Gshg-QzV;r?UQ=nQ5$jD^!n zW!5h4O7D05(V+@IM)_YU}>{xW@qf-Q#<=Jh$vKojrUV~kYa;s`Ukl@p{;qK(K}@3_hJdCl@D`d( z!8|*E69C`Vg&F#cE(tnm!xz7_fZ5O#*f#dU)jZ%2S=|px{+P5w*0S*kVHp^VRMolz zsMibZJU(3eCpuAxGbs@cUmr+M24DP{QVH-)K=mak_dGB?L`d>Ok`f^ccrVyp9UJvP zP@_{?qs|Vm++cYxlT5y#jQ4yjQ&YF5(>bjEGAiEn?7(83jD4)VxO~K>*M<~{t;*px zEkYy-u|bceaPOeZgt+jdDvz+UTl!CyoB@AdbCz7w>FPmhUQAC)PSYF54nJ8P3!g~qp~3}BUy zV~^9Ql)0O@ixG>u%`9%%YCeWx2>=qRE9NqEoQgJs=CZ{n@=W&E*@p21e6ox_WH!%d z_nSXdbcl>$&{y#c*GFF>z~||V#KqiUP4dCynbhc%yfBN<(O2}>$X*`9&aOSk=vi8^ zc&A!rkK&bKLOR9Wonn;+>d#V%?M`u(=_#>BRZSe@m7X;~;nT&wRGp;-;1^E|i*nuf zk85*u9@6H26h2DYZx?Gl#$6?uid9rUu0eda}iF>}b&ILm47YSs_9L0JT z5%}Cpjwf+AHzI0ue+-LhTSx<|@s+tg`Bl6<4uopO>fc;#O^Yt5<~Xc$lN4kz!r$&P zuZAl!Qa|GEnF%;3Z|4ZA>Veo09kawX%5X3*Y#DYYEX;aZ8GX)3E3gFd=!@lp4C?+# z*W#=bK*O#~Rzj12Nx+P`aa&_o7a<~$$0>@HCiVPLE~VjXpw%s@m+;t#V{_L@Mq%ynE#yr9t;fv+T_(6pL* z^j}3w2I0R@z0)qK* zzsc_BP&L+Sl-NGs+v}ie(Y|onNh$|s+x%irSkF3;nsKAq_!98f@8HY!7J>o&xZPmL-WeQw0p_d^oTRv&m>fN zq{Jsb1&-=EK4vSMXz^H$=CkE^%owMK`lJ%e0uLo@O)dD`k}O;ir_B;N?Cy zI@G2rTMM(HaySoS@!@+SQ*SWYDX`Ceqhm+S+SJ^--!#0?Uy2CUkCqrylpe`LX_UNa zs|jZJ#1+6M-Zk-fo2R;%zxivon`x>^;aMlvlDJRM_@Z>MgFNO%dsPSdSOLF+jbtTR z`r?;8PRQj=k9+Gj@h($iWq@~6c}sDp%s|35Zq`w+!zF(56+F8+;oz%}>u_OoP4Oqo zg}HRfC>_elqppB^h|>d-L&nBQKWvz%8U|Hpb)tStDbkt`;kA0yEVX(39H&YbR^6E6 z{sn4m6nxd1Q);)@o~8avq^-}$=ak0(+E@RNxoiI`W$r&w4Qg~T+URy5g z0^OyC|5sP2iWJimuoJcjHtr}jpKt}lGss%FniC5=c_upNjNYM*@_UW8Z&)`McWP_UhL5MW1{G}E zvwOFQ?%1BWIQ`AL?akNUR5ZS*dn)_h&p+;$7TLJ=hoC=p|D0sdqdgNE@+DyEczVdp z+vJB{zhs*A5Fdn)%rd8aB8towm)Q?b5bHWJyXHO^57sy1>eeMb;>-<>rq$2~1EQH- zpX~+ZkMje0@eW~jtflu}(U{l}qW`7vkn$793MW1mxiITEJ*soGdz&ir_ZI%lOw

HzW zv!YVbXqp5q%QYdM5Eg~}oOby<=lBoDE+iTlDWX=s=?LszD!fqZ_JHsP%PHJR0EGPE zVLJ;JjGF@{yANP@=)EiwgBaFgu5T2C96fE+B+wr=YNfGoa&<6geu<=}6HK3ws9b*B%exw1kCl0^sT=pLHz(z0)@eiu4mnd^q4~Mf&R~ z@qBV36u;d39e0}!U8Tw{!g_qa3ZWG)^wi3BLtJpl4?+M(__^p#r=P!u-9 zgyUz{tsbqPDfcenVl?`Y_h$q3(534EppcePq#a6jmW+r|hh+#fTdnkUJX3^h2S@xZ z>hbbqF>$3KHMeQ786GDbg+oP&Dkxqh&1pW&lI}}K>flMpV9N^0GK{~y0)!`j#0W8y z#W+#st*2q6#DhoOoY_9D<k z3G&CL`l}Zg%|9Mv)e*?WrdRQ+$NpYR74@I8xJPDSBv`P0w>|BpEVt)nOXKg9+80|~ z&nYLXY**ktI^|19o7sR#ydS=ZO)c`Ykfst_^j=`lHB*-)Y)lxb9Z^xDL7q5e=WeN1p(oa53}uXv1-wTsR=nuk+xpsFHi)HQLdxab?^kk^e2@>S6ig zHXj?`awHcz&7~qs<%J$~Fs??Dl}?}q_I6$MI7L3xK)3mbNF#U)vZ znpKrU*ZEbk`jF|v!+E+Wc5hSZbGJOK0DXHphm+NEZ!mVlrX5R%FPN!+m3|$aQ$b0C z)!0z?aNSfMccAMXG2rMt{?qF~equn<*13YsD8Z*_t&)=}+ATxJvTuew`H)A(B)>Mq z@8?XKEppJcV)%koMRYojf#nV~JZETjriV+y%)XALe`s0gj)JUJQ2H~&pI@0|JY0YL z@weBJq{+KVZ?v0BJXENegtH=r>fN@%v23O7jlP%eGb7~99{v3B0b5qrOm}m%;Uz1( ztGU>*A_d>G&KK|_F?tqKnmYqIjC>3batESR$rJeM+x*9B?vKo7oIWTB=@SYXG0%t> zKCF1Mot?N_oZRqMMKX-O>Nj^briO33Z?}uln)9*>AXZ>Lt5Wt} z({)x%(ta!>w(Q&3({m{CH#R7iDSfUWxlBDf7}8^bk<@>B=rwy^8jBfzRSx6a+mtnm zbPh=)*-Yc?qfUAA`x}}GS>ca2F=F>!JE5CdZb-?f{}^T=^OAXcoQXKQADc>_IOgm0 z{Z=qYADG;7(x}Zab>VRByfOiwm5W>F8JN-9Wk_jsI-sRmLGG-U0!RCk(_1v9X6j!O zISyR-#!{5qVpiR}m1L}#jU{LN?ZZ*^n-XpgSGQFqWR{+kRlEkV9E*~&Izb6%dw;ap zW|U=lH|e6t(_aqcHCZ0hwnjbLA!;%c`Lw4%=A5*g)x##SlmljDfcFc%oF%LrQLT@L z60hzm0?1!sKeYX9@FM8xS$)>Gx-;BBe@h69eCKfbGq*uL>BZ_Zi$yyhr55|w#lsmN4Ngn2jUZQC(F-O$fc(A?U|*1 zaSW-8{(Ls%=Oc`cN}Upd`{$mab)^r|Hm7|&;HORqWQ3M}9-aI?F5)T-+(}#iBl~gI!_dK`+-z)#DsJE&;?N864|`SRUBV()BBgcZF4!Uwplh z?&8pZmVq9q6w?hB>CE?N}D)iZ66I+p{(mV&vaL2G_42}fvL)3|A8c2Ar?>W?VY02U8jxm2+OiGEvKQQp_ezk< ztPCc;mg=-N({bboaA*sE!p&3rEf2yISF_C*l5biYoMhb?H&x zfTX2815Iaz6wvi~PDLgrYf9RCbFsxNC>IvM(zM^>=onvoryp6Q1 zPfDP*x*P-Z-mJH-uN}Y-Tq^BD!WE@*J_5>n*aDm6!>ao zhN3K5|6_Zv>Y^oB@u?1)zY_4}?Zc6M$Whq(_ffdxoyaT zF)Is(paiIQJ)mYiZp_6BIOxR*$ch_f+Z&G|2*LbJT zQa~CA%Ogrw<+lq1jx3;YL^F!LOjQaVPDVukUXs(n?m44ky<{YS2_Xi?wu9isv4Y6& zYhZpvibe51hJnhlu%ogk7Tyt3h(`Gm*7K1HaQuoA3Vb6Z4`05Q22S&tj<(C7*uN;} zL?sH{o7~8&bM4$qLlhb?WW;Yq&cS=l1dI^A?u1GJUdFzC>TyS7n8pg29Nk6vsqQf1 z-Fzu@8r1*e4U*W=A6H0^h{ZlbA(JY!nx@wt)0Zm4q!Pcnr8<7g7K~obT7PL`bQ^K(J4-OILrir?Sa!|D(&fIQm|3MMp5ybDTizbM81Ae5({8 z3EJfASQu+WB? z&lG$t4dD-2Hz43P?hal%|IzfK3DFN9RAyTAcEr($@_L{dm(Ot=%fq@~wGrgRYAI@2 z%C^Gw&7M=)<^c{$4&=~UY@~W5SpQ%5av!hq7@UkXoG4Gm?Ftq-uf%)wvuhq6Y*_N_ z8RA(iB|Ux7B=B%r9);iF16`7Fv_8*5Bhm7n^;52R)y@nex46X!irhhGwH{<~UlT>n zARbdh)(bMA$ct|XzzkQ#UbSZDVZ9GB&}mK32o698-LPad1dbbHhy<()FWZ@LS*U)S zblW+VBx;V~jWGraLPg|qwLlzde-l}Gap2~Gzx9Nhy}%+Kf?-8Be?7(_agFB9-(ITq zC?w;d&Lp3mx;9YLIR%q(JaR^kVdLL=gfO%gedn2&cPlc1hcX18rQ~j(RD9Kr3d|8! zij6WaQ;%`|BwgTF=!tgr0xln!)78MY@pvsWnb#@?(hHhafakSfvm^QRrbnB^WyE13??=^2%7LC(-zkUB+II{E;N%jvu^se8_hWPQMM~pz z@oB6KppMo6uQSEg5N-7Cl`zV2WY<0tRb~vP732m;Rp5l|DMkDU2%%|vohS?OTeSIOnWd@cy|)^WKDYe%B9QeR7ri`k?2v} z-5!+jT^n`Madf;PN33{LKQ#zJqARnBEjP|Bl@ioGEVy0wiww_8^cJe8`evu${Roq| zKfQPsB#Q_vztLS~sLk9t4|~|r-24;R$k>H`mSnAe0<3MPCci-#j4dZgjIsJJzi?_P z>g_B;J9up;_?-!MuAcNWX|c@jXlWnK|CDmM-x65xw&QOn!f}(r!Ho3$N0{-&4FwRk)PI6+!kOxM;x#jd<-gVB zCud4Vh$lNI%(>#T@#ha>@LIoG(+08gBAIJ1PdNlz{7Sl_V*Tbj&MdF}gZyFre^PcB zjV;RCWWGE8oyvoWvTo=k#*P1p4Nv`FEN*W6@9LvCSLxD> z)PjGC9ue^GLy!HNukHX9r0Fog2k3lLDfRPztqB0jwvmLQ*rqZNQCr3`pufJ3=tKc# za+uu)C+)^(QHA$5$AO;%i^png6Fm7Ebk<3_R-$>X)m3Oy2a+8=`z87#k%32f(Sh}E}N?Riso}p2DB{B4G0S~ z+k5JNYv(QG(<^491jo4=I~1AzVH}OpO+;~8la2W2+8&8MlV!!y9#=?BXw zPfw^}2$01(9gAPdp?s{)Izpv@T|i^$w|t$&J-dqem)9!TTSu#@=i(1vJsX} z%<0oNAujWopx$Fp19hll(zn`UaAp1J2e~Ss+L58PR?2VIFdOMBu*m5y@=yP$k0!J2 z#@SzcyG$~*2J=^3EuYwY1AH!*^90|cpfj$?{aWtv_Q4?n6tx66-P3~sbUzr;`vb6| z*hxHwaAll=#>BAtett3UZ6w`{-HY4@acOUW4OF*uZTwCHNVO4g^tJx|4qI?Dic466 zx+g3Z5Yp>#A-oGjMFU%r1RtH(bll~AdiUp&BY;hO3+>SiqHYyzZ1sR zX@8F}20a&8u5@1(TRgvDr^Jojj;|^}?;m}1#GvC9f_^AJ5_hUQGh68c#|L{@6ZF9} zNW!YnUTMekyUftt9~8;(83?78`Cr2Gs?wWu+|i zT~>3YXi9|WTK8YiZH#ZVRuEUz<><&}g25$QsTI@$wc=-tagmk}sVF>ur8~%tvNsQF z&<%r+$stg)eC(Fq=B{8RqpL!N?D1b{pcKNJUVV?wWQQQ%@ePxun7`;c|IGyT)`vnK zNrOicflAyi(em6iR{mc&Bg zz5TrIz_Pr>%Nj@>KgY8mQ?d**2GQ^ZH(Gb6vGV)h^dF}9N(M>pFkRp3vyaHJXm}>0 zR`>=w+VIL8w2#qtxg|HNG?&bf>Er4^kygDA59g^2;wLo^8qX zo`Tf4uc+n*Ir%i!rm+I!bIIPhS};L>SqaWvjc11Lr-ToNls;k(-DYcNPhFn;$fd_z_0DQX4vlJ3${fUPE=3o&&Jch}gzcsMh~4wB`-+tk`n_Ootj$>N zp?2brQ`7&xXi1PPIGv zdn(H^i0Zp~({3O;qZoCKN{q9`L#m-zG-Nw{`RZW6>N44Qq_Bg&t|M1=6>U*JGHf1f zam)_c;6|BftB=TD@i_j>Zqm4<+O==BEHBTg)fS%m_hR`2L-0%XVxQ6$BZg+mMWkL| zQ@d?-8U4=V)BWdts{qQs`_-ENQY@uKk%tXqi~SA8nBR$SZ)0{D2@s59ooc3kNbL4Z z;=`Yg31o`%G*dLs!|SYpi#!=2SEs=i5<fP>%H5`ay@nY^!n3VSN}o-bcR&$sm*QUuezmGdGL@o zg<%7~bsd#JM<51xw$?$qR^ABUcCtU;+Kv2Wi|l222a!TCu%+-FdM=inSq(|Z`hS1o qR$cFXa50C)tiJcw?t8gST8o0nZ&-6ruWg3No*C+y>Jqfi-}-Mav;&C%