From ba76030d36c7256fa36cfd51d148cf09e274a2e8 Mon Sep 17 00:00:00 2001 From: Richard Dern Date: Mon, 1 Dec 2025 23:41:32 +0100 Subject: [PATCH] =?UTF-8?q?Ajoute=20les=20visualisations=20des=20couleurs?= =?UTF-8?q?=20de=20t=C3=AAtes=20de=20minifigs=20et=20jalons?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- README.md | 15 +++ figures/step16/minifig_heads_global.png | Bin 0 -> 97730 bytes figures/step16/minifig_heads_shares.png | Bin 0 -> 163612 bytes lib/plots/minifig_heads.py | 163 ++++++++++++++++++++++++ lib/rebrickable/minifig_heads.py | 113 ++++++++++++++++ scripts/compute_minifig_heads.py | 35 +++++ scripts/download_parts_data.py | 3 +- scripts/plot_minifig_heads.py | 21 +++ tests/test_downloader.py | 2 + tests/test_minifig_heads.py | 137 ++++++++++++++++++++ tests/test_minifig_heads_plot.py | 33 +++++ 11 files changed, 521 insertions(+), 1 deletion(-) create mode 100644 figures/step16/minifig_heads_global.png create mode 100644 figures/step16/minifig_heads_shares.png create mode 100644 lib/plots/minifig_heads.py create mode 100644 lib/rebrickable/minifig_heads.py create mode 100644 scripts/compute_minifig_heads.py create mode 100644 scripts/plot_minifig_heads.py create mode 100644 tests/test_minifig_heads.py create mode 100644 tests/test_minifig_heads_plot.py diff --git a/README.md b/README.md index a6b7ea5..0f15936 100644 --- a/README.md +++ b/README.md @@ -123,6 +123,7 @@ En parallèle, le script `python -m scripts.plot_parts_per_set` génère `figure 2. `python -m scripts.download_parts_data` Le script télécharge les fichiers compressés `inventories.csv.gz`, `inventory_parts.csv.gz`, `inventory_minifigs.csv.gz`, `minifigs.csv.gz`, `parts.csv.gz` et `colors.csv.gz` vers `data/raw/`, les décompresse immédiatement en supprimant chaque archive `.gz`, et ne retélécharge pas les fichiers âgés de moins de 7 jours (cache fondé sur les CSV décompressés). Ces données complètent les sets en décrivant leurs inventaires, les pièces individuelles, les minifigs associées et les couleurs disponibles. +Le fichier des catégories de pièces (`part_categories.csv.gz`) est également téléchargé afin d'affiner au besoin la sélection de catégories liées aux têtes de minifigs. ### Étape 9 : assembler l'inventaire des pièces par set @@ -185,3 +186,17 @@ Le script lit `data/intermediate/colors_by_set.csv` et produit deux agrégats : Le script lit les agrégats de l'étape 14 et produit `figures/step15/colors_translucent_share.png` (part des pièces translucides par année et nombre de couleurs distinctes), `figures/step15/colors_heatmap_linear.png` (heatmap année × couleur en quantités brutes) et `figures/step15/colors_heatmap_log.png` (heatmap avec échelle log1p). Une troisième variante normalise les quantités par année : `figures/step15/colors_heatmap_share.png`. Dans cette vue, chaque colonne (année) est ramenée à une part relative (0–1) du total de pièces de l'année. Cela met en évidence la structure de palette indépendamment du volume : deux années restent comparables même si leur nombre total de pièces diffère fortement, mais l'information de volume absolu n'apparaît plus (à privilégier pour les comparaisons de proportions, pas pour mesurer la rareté volumique). + +### Étape 16 : couleurs de peau des minifigs + +1. `source .venv/bin/activate` +2. `python -m scripts.compute_minifig_heads` + +Le script identifie les têtes de minifigs via la catégorie Rebrickable dédiée (part_cat_id 59 dans `data/raw/parts.csv`), filtre les pièces de rechange, puis agrège leurs couleurs depuis `data/intermediate/parts_filtered.csv`. Les sorties sont `data/intermediate/minifig_heads_by_set.csv` (quantités de têtes par set, couleur et année) et `data/intermediate/minifig_heads_by_year.csv` (agrégées par année). Ces fichiers serviront de base pour analyser l'évolution des teintes de peau (ou assimilées) des minifigs. + +### Étape 17 : visualiser les couleurs de peau des minifigs + +1. `source .venv/bin/activate` +2. `python -m scripts.plot_minifig_heads` + +Le script lit `data/intermediate/minifig_heads_by_year.csv` et produit `figures/step16/minifig_heads_shares.png` (répartition annuelle des couleurs de têtes, en parts empilées) et `figures/step16/minifig_heads_global.png` (donut global des parts cumulées). Les couleurs sont limitées aux plus fréquentes (avec regroupement des autres). diff --git a/figures/step16/minifig_heads_global.png b/figures/step16/minifig_heads_global.png new file mode 100644 index 0000000000000000000000000000000000000000..a912132e500959b35d5c3d6f1fc18d465754ecca GIT binary patch literal 97730 zcmeAS@N?(olHy`uVBq!ia0y~yU|9yj9Bd2>3?g!ipD{2nSe3X&lmzFem6RtIr84*? zmK5aVm*iw7DU_ua6=&w>8S5Du=$Y#%WR#Q?6kF-*=fYL!T3>L&Q?Vm!SM2yM zSATHt_j~r=!$Jz)w<>fjSg<0;aoU@`R-fz7&Aun$HEG=v^W6ROpL6b9npyPu-t5^= z?i8Psep3|4? zmE)KI3K|9mhHVN4tPrtiff*2^8+1pF8x1>1q8Lpmqq$-kBq@xRD5J&aXk9T3>e)l8 zrU$gw?@_A%|9AV5W5-TS4Uf|_G&C$*FT}vGqUFz@nw{V8RWIGJA)wFxU&YP*{eLCg z85kO@bRIDW$JhN_+9PWnb|-K9o)3q(S(Y*|tT^~?-|xJgFPF{U^Zuj#zaNWTTwQPO zjbdP6*x>0h{ZsCp9f5xKe@ld??0U25^qHdA?KwA%J~PJY>+k&%H1(bL|9iXi_r|x> z^)zpkb7o#&w)^L^*?V6H2b*MH(@8qUuhh)WZ+6>xy`Y@w$I_@60fX?^|%E>~`*__xt~cy)ry!`CKM)Z`IZw z2}7rM`~UwtwN8tHp@Ts@u43Vvo15L`s$M8oKA&5zqNwP2tXEq7^|iH|tFJQbxBLI6 z_~rfm`+a5@IEJl_Qe|aj?Ga&MFjY+U`tAOr{mjY9>Zg0n?`h=T-exNApzU<}o0{Jo zjkVF+r)|Gq7d^*s`IT1V=1^PZSJmInTTNzXa9HtU-i%cqW~Za`_ojM%@3Z;jVflK^ z<|V$f%|0Dq=0EZ5>}=ovCqAV-nK-fORoTy{(`VOZ%zFC$$K(FfJ(9*L@9yk;c4>9E zz8MDt!^BI;ul{^KKb>1|$ARCUr|CwgJUrC;jJM|7o12?zf0tSQd@}hg`>9WRIT#^f15ulr3Af1guG0yC8YR(%yv&Rz9EN$jERg_x85jqNAeW9%W_QY<|Dl zeDA;g`#qnZEbh0PbUm)x_ngIJ9?K60m~TpOyiA|Fs)jFWU(L=l^X>2J%&&g8Q|~9+ySO2$k@~@iTZ?~Ujm#+zU z_IGQ>#X~Hc85kVSPM$?NmqpHC+Hud1zW_;lftZFky#W`+i-8-MOREI2W@{NBsI zKWFFfoA~I_qXIh>1_p+J)XK`rdrx1y$Z!*3XqaWC9Y0ykS4CU%pvcKG`#W zr%dhLTJkdJ@{H0eD*`WVO7;G{eV5)Yzjpb$9eX~V(oTy#ZJa#A)OqSTmy(mJ(`Ojx z-CFKYZ=QZmrugoj%HsF;?-rfb{cSS&yRR|7NpSDg&xgyOIq7z4)W+|t559LZV@u%M z!z}|x47<3|F-@j!_Ig7`+mRQka+mX%=CGNwjY}=+9^e?TNAnP@`m^r(2e$g<@p|_8?>k>?^#9)IE?;}a#Nt|zvF*x5#s`1>`gmOa>6XiW#*edd<>xM39lbqo z8H?|4^_Rt~x$cH7pHtMeGye6zuRlH==C^k_^7=~E|Bt%cFMpqN>Ai8|H`TK-qfpKYqJ}`U)@92CBzhd_3XZ;;NXdk0-uk zc5dgJYW;4VPMc54*ZoK|R@;?V_43lv?vn=m-=a9K{s?ngsmCSk%pw_KNklOv>BxgWpQ;pXYx%cdGyW=Ucb7zR&)1Be{R7X7I8pzb&F= zk1H`SteU%f(!SsCtabmHPoJH)OY=o;aZ%Bp?RWQ7ZoYq8Ct|~az4z;WSLQ!|KWW~) zcmH0kUjOIc-){YVFZSLQkFR-X_hf=I(>?#o%Y5&4i|c=@wy*#HxBNos2EE$f-%8g< zZ`XTJeC_y!+q_aHC;mQcm)|vc(xh)Y`)_VepZal_kZb2HdT3Qe8Tgvc#|9U-M{=>)S zyY;T$1heh0ymnaTKmXmivuAmK*+`q`vHn@_xu0n-Shuz+xPDH`@P@i{hYnC`1!2sB@2=-&(7cX^83b9 zRr25d{`qv){QeGq%coNs&PUrfpPO%g|NUc@Uos){{+|23_xP^8eZC6)cE2(Xd>5AO z-u-^x?ladbN@cnk7&bV2RQa$jj`RzA)?sG+{rZWR^HHFh_}R9qX|LaGK5v$;@s(%! zystms?SB7cqPv{oO#WH63(_B(L@Q2sy?%dO+POKIMoK1^9nUAMjoEq0BodCJ~oY_w;EiI#T*RT0s&&*DXd^t17ws>Xw<+!?^sXxEn&Od9FQFb^yzE<*%X@?*KhsJgeq&>+v{(#HNN=aKilkVPIm3Q zS+>g}OWyDMz0T(25#h8R(`X0d^wsii5>xUKFWj39^pZ#rKTFc9sS!eaGynS4>Gv#QP=(C)>&`nK58M3Z)MnnT3peGd-;JwM`~Rq0-|YM1nHjtM zv$xGo3;p-;xcsx7fBt+vucmxz(R%f>vo1bge%^h1X&QL`BQhl-*;Q*b@uyN+3O6yFJI<2SL^$| z>h+fEvc9$6o1YeZ!_}D8dMz^XIyIczWRN6k!$yv*K2J43Nv3kenIVl zl=_voOMcJYcdaz?_``YC?+o9|r~1kXy}Q0Lk6%{1w*G2i@UHw`8Ox&ew=<7*tyiC4 zbLqB8)aHni$jv!l%69F&U-Q}5`1iWBeJ`@3H)pM#Sz)UEa@Fc}MmM!Kr=2yrecZ~f zrC8?6-Xo`0T>AUy#p3>NX+^I;I`=Q#bysV)|e{B|jU;Jgq`pNrVe2k3WY^649 z?%LyTH-)6uXgl}sb(bxjQmLD5_G*D+^O?Udvm@%SJzkurUprT(>_+0V+PLkD@A=)o z{k81Z=6inMtN-pvO}!R=jMw~5f?f2BFMe0XHqs9t^e}v;JK=oPkW5deWL8{oiL7E|%mu z_+sYCg!IQ#r=DFn{nyvm>}Nc*YST8XS<~7z$CYPG-oL!p`G5WFex|&CpTGO9+5Ybf zXG&bl^|SqYrM52KYVzwZm;KAdMMd8h?~cyfd9-@A=VY~=+RnyJYkpra-d+9e&CTa# zlhyt2X&bLJk_}GES?q8=d}`^mvNtz2J}bX@^X4<3o%YgZIUmw&x8>Zt z^uAcHJIy-k^~L4>^54(Rwf?^IEGX}u(__EgHrp(>C_N=*#{GUN(^DylKRP(Yt9#+o~HZml*PXvkN5T$e!Ut#n@6Mmi|OW~r>AN+ zNv^H+F}C*lAD6kUb?U+;kv!budUu|iU7cvS^!M7duvhO*t$nul+gDAqS5!QB$M5^j zE*rO0<7HnyeYxz2=^S4)j&)feyJF+Ba&6znjZbW?VxBs`}d~V5} zTif&ZU$?sb(@J+Pr*x0p{G_C$Gr9VEJ~-_^Zt(TVWdEx7pO;RL>~wZ)p_f@d%30dBDt~c&&)>Z-U$+;$Hj^^pIQG5S=Ow?@K6$-Y zS68Pq`TTqG^l4?Y+porx@c|2Mc9p%&diQvex1Of4LFl#i10Fm+nUXD`VV5?ipI;C^ zV|U5Rq`c*f^S5SSXS?HX;;>wP#-E$JN>`gFgj^GEbl9@Q>3-GDY?!8;H`5f0S-uF8m^L^fZ)zFvl$35G|%*L~#Btc8$@q^zxRU$0QLL=TQ zM}1nWTHDAYZKm@g+a%<1^u+@q3qBRuawg36(R}~5&+63*t=elBucs||yqxXB+S|6D zPAG3{yH|EuP%_X61 zlP6CW-g3wD=fAki+n6oi?Rfl6^Wx?V$+^p3X!}mze(6Q?(%ac9?>4b=`<(1A-RR|W z>Q{BGP3-(xZl@ovVS67HCAlKTaW+f#<~)Tj7S%SFv&)()g>XB zCs+49oL~R%<=yzT*PEyLWETJLy6`Fdu6Rjwwxzd5+~US<3q$2r`mWe2qAGA#y?JAw zcGSMbzr!l8MV=1c`sU~&Rp)CJZHrBuj$h4kTeCD;RF`wpH_cdo-9%28@4C9FU;fU1 zm6pq|Yx;HW8^s&nE*Qz{{^vG-{Z~OC+y2Mv_4|Exrmy&!C#?IJ$Hm*Ed9T{4*QHT` z*RtKcPi#4|!{+tU$2n7j!a_8T9lZ7I)z$EL-QrD?SMBR((N5NW9T9%_@#-%TqA!Yj z&1PKplvr~+^YPD3dEqm^*ThGyl6>)F<_(Q^sX7t8buaH{&tG}z3-j!6^DfqL z{AzS-4*2!ZP5%C_nolRypKUvs#uf5w&sXLM-^bRM1McsuZN3-Q%yID8WuZ6TQ!mYn zUbQAt_;2KRC~B@O zRxiz9a5^5yTzo6~^sV@{4-zZC-E>$V$h#=Q*o$q~k8c^PUidWpTIyImQG+*!eQ~nb z3jUe<>ee=F{1&SDddH&U>h-VJ?0vZAuS>J_E%&#L>~a$%jnif*d zO*mH6p4+1D6Pj-M*>>5B*J1Im53*FphFpKWMQO|Y#aEMqey2>``u6MB)VKE!rhVX5 z6M4Kq{o|&#$@!Ox*}shrzxkExi(SyQje0lUzm&Eow5g)4N--)#Sd;^h@&Rwq&lF7i#l*&1N6rlbe>^ z(S7}0G_z0Av*x&JMA(E)n+(1F$7XVJayq_u-|w*c)SQ!7)h<1~`%j96>)S%BkjIa# z%?=)0y5{TGTAljui{m{^ZmdfGw$|S9Lj?COvyTklVQZt8+zzMNQ(u2{*c_F&>*X>p_ODt+Yq*b_t$$Uf z|Gv7?;{Ipt&32)+b53pQ+xfJzmwmVIj(%4Lh8vnHn?JpjUYV92@x^)ev8mEP3 zinUBre%a%+G`)4Rokm7w`?(#V6OZ#O*|hmdgsN$n*Zz6Emo9PHE?yV^&*byTUk!_I zYD#fvyk>R?P21;qH(=`D&}LOokFR{1obBrM>n&ri9oR56bct$_b332uY059&6GbXv-*O~L`*7LVjbElQhopR3US@g7+X{Ywhb28=oHE;cK-`caUzg-m$ zt$O6keDPYR#aV}{k4ME%n-<6I=r6r$x^F``xWBeyW8+GPFFNO9%kQQxJ8|`%nN{e| z)B5}OT+cPR8vWZGG-9~^L0IUNsiu#9SKnX5?fd!K%GR|n7p|3y{C8twX~5i?{OU<_=2dGppZIlj(Wcw$zwDTDbeHdj!j-4~+I&7^{4C12VvCQ~g|bzr z{$+i&zxaufx1#m+;XK!4W;e{P{JyAPE!A-OcIej~i~jC35m+m}y2fq!>gx>M(*j4zsbvSjnU~-@0?eM ztu!t#-=4bh~RUOaNTsp19{^JqhWm6)WC8T63-tBy@we^1Z6N`lB zueT`GRI9(N6I=ED$0wV#6~`Q#S5|HOrp+7h@;S@i7w2y+UgO>`cWIGp_Xe5Qr#7Em zU0f4bc+GITjbz@_oxVHzTp1Xyypjw4bu9Di*^0MYulqPZyL47=?Ul0J7ZO~lrmb75 z0yOUL3;p$M-Cpr4o$B)>KD__x9jGz;Q`lFZN{e@=%VR(zLkqUgwX5A#ZW;0TT)`!M z)-Zkj`)^)fA$y?Z~iSlJGR)mt!!q_)_`%+sj+0&0*n|n`WwZ zFk*e6Y3eBv&gW)ZW^KuyperG}+2MA;<|AwLGiLpjc=d_*@21tZyT4d0K3M+stoi+r z9p%&OW_~?evzp^=ZK|)>g4cpN+n1>xFYiSu7v&kPk$)Ytog3|cTV)RC(5EH zKXHErm5WibGcMKHU5~Hd`N>74%q+cj z=~vRqnr7yM=XShq54f+haMh=|EB(%YaywL;x!`ctiM8o>nQA{?&HeRe^Z8k+e-CAw z_N>j@weDJS_RChbVy4QMOQ&o7wYc^E@UNhSOP3!!mlt)@C+kRuAY*>`wKe(rdp+sp{rf+{oeJ^KH zxN&m!tE#zSPio!bFNYad-`&4T$Y!J5<~859zLH|U|2FL6^?m#LBMx%a*0Q~Jlz0;% ze(Iy^4<2c=GrMKp?2S-A!eJKZ1uiYGygD%DQb@UWwpX*;EYGBiQ5D+0arRT}Kb=r^ zeD8f;D|=T_f{0nOQECcK_zh64|xDkS75BC0kxBKtCch{oxzn*JY7Mb=m^PQw#Sk!K|(_74E z?AJGlY73kwXZ|lEbJeD*dFPi)-g}Le;z};Mrq(51c5r`be8wu#d4rJ0-TnLi|Eu1-X8rxH zZ_bxy?pt$xM*ez(`VyV+^>KTz|Bo#=$a?Re$1j<`Z|$|i*L^u>wc=oO{c%0*9m{4) z{xjPC?aj^PZ;E@@tqJzCJSrV>DY@-jiC7QY?LVxUYf7&Q^X%&XS^W8|d3C?%!Uet? znpx{iwJ)9WxcoTZH9hgFL)X^#FS75(xAoYyy+1RnY`>rOCp+W3I~MuV=IwKza&DHM z?`FF{tWj%^UzyB!FfE+>s6|F)US#COsB_sXJtXHJt$cbYEGqZ&>-+wlnT@C5|NHv?#h~G?zpvNt-?jhmx9IPW`|UwJx-HgvdgtcOp1u40 z-~B%xb>G|n{_5)KJLT+Zc2r+l;`uJV?&s0J7v1G|_S<~&c%M7VH2c}TeYL;szCW&> z-N?+oOWkM2gL#(4%YM(!-&Y74{(QG&iAs4*&7R%W-`_nm^PO$>^>@wJ|6jj1v+-(O zuaGM^!1(Oj#*G`_EuUX^%eMSo%y-bRPU_oRTkqZ0joo!+cipc!-j|;*dA)pp{=Gdr ze>d~n6`Y@Mf4@5Z_O{&5)@fDym#&T6oVNaL(U*(vyY2sca5kP-Wt(+HS8HR^#OJ9Y2?=`>o!q3CQV0&j*m(lNnOks7uFZcTMRf-+o8^ub1lI zjnCUWes^JE^LNwKyMEg}Gk-~Kt9yTbnr`$R&@9b&v$@vgWuT1uY-8H_d2i?0RBoy~ z+b3y!Z0?*nIeEbW0T0&oB==b!`)%>|_V)7q9}aP+<&^H#-~Xq`IBehT4_hw#eXh2j zU-xUJWPP^vi^At`x8E=O|L61hXQpfS@Be(x`s|GtKjzhZI$8a9@4NP@J(8A1OK$2_ z@mzR3(e8Qr{Mu`GH>dl*ubNl+Z06Leb<*Z}CdZZTCr{7Y{_^tj+1GC#m#=@b@7=D~ zcXXq-eW{+a_vf?O-*5i=wY_TR|9`*tCNG(OJAeP(_f{`H9=sJF92|W2`<>$co9tf~ zyS?OaAHI`+r-1n`$@hwO#EcPxYC} zo9*Vk`&_kuSNxXT+t;e&x8E(Bz1!%^*0tx|-#ho;e|)^({P)avt9S91)PJwd?{2xC z`S@7x+572fX}j)MJm&o#U;p=M?fi>>Z%wyj&z}3mwDg?i^BLdMYGYs5EqkxN%Xe4l z>$JSZziTo<(~sZnN}^xb<=M`QbF$>SR-Jr(UF==ZfYI;2-|w5hUU{51*6wkS@tJI= z{Ke}xUOK1D8&A;@0 zvRUq}8TWtYs(jVhaAX@cb{Qh4L?+ot?e?`unfUjqjz4Hgwkoa(#RFs9S%Z zL3|$5-@SDU;&v1)y#F<3Yu41=uH9mc|HJG9G7J{1;a3#p^{M@KGyNX_uBH0>cL zwPD$@UTN`yzqS9Dt>I7c+MmNB&A)d`*40yc6Am)%uaCdmsL6XK^84fWi{kHnZQlQN z>8m}T&)t4*cgpyf)C2Bq{V!dcXZ%uC6S)8O_nqSNGxZ<;d*|M)B{hTBWxn%QE?2eU{_hJ8VP0Nd2lik7yHM$O zbtO~q)5!aq&snX$CJIcGP=I; z$!nvx^ZhViD8qjL`>_Pjkm>Bd8#jGP>6%f$Pa-DF>!YC3Dxzb}{lz5oCFd-i^Ieb?V_x6iLREMNae zac%VWZ@;(mN}HLid>8fU`o7xg&*i)1Kx-aUV}9KLjZC-PI>;`sbHDcc+?i|$zd zd9+`hvwm+99Fcvq``oSIc`q+8Uo^aYiQz4G^4bLQQW=$Abv zx9)px-#e{XRYhgS*UOXmd>3ASwj+!=ZS|eiM!qxb|NkkzobR)JrkTvu+-2XF*PcGs zFP|?Z*)LNr zmORb4wc@%~;M%N{EBCG2QscXP%{8}Mnwpwv|1TYXdueHRkF52zFC~}exlFzLzN9*H zX3w;Z88g>!<^5{9;&woM^S-?gn=Tq&3{sX|3@UGWy8V>bi|dw3m}E@QY`r)yY^it4 z)*Pqnj;C*I3Ea80cdLz4zyGeaC2C9h?S7rOy=AY_m%6Vvmf!yHVsXFO?fX&gxm(u# zp75>k^7D7=6}OzLS#@0Ju3FTwCCN+0W3LsZ-hJ-<{oChow$;bwbw#gU-?o*1Zq28Y z%eGIPCe_;XPPxkFqFw#3nAs+oNymca{nItyTwgz5^YFFI3#BoCUtV6`uX*+I^VRk1 zZ@XNN{JkTibHTR>+(-ZAUHtp^<8gU&?HZ(V(3zH8sEvtLaYs4kDvT6O!xtJC3< zQL|Pq-5u4o?7j1^Jzt_uH*8Vyy+2v$W$CI^_g{5u&K}tMWp_#N-%BNbw)Dh#&urt9 z&FahlCG*ub?DUka>652bX7$g_Ubi!C{{HJ9uO%ccqk(5$I}nQd$g3=MbH z&z3Za9ZeTzaENtI;M&@C&POcgnw0P2?Wa7p+Ju}oWn^GDlzDNHD`Wlg&7bC0y;^xM zvTkdO3`4`N7NwFaT2^=We#^3ax8t#oyujRJ(berQW_rA3|MKay{_K^{wzBv7o#kU- z5XieF?&bYu%k=o?=jQsJ->e(GZH92#E%uM|>;HZHmVenUi-F;aD$BBf*E#q0+%&Pj z-fe%2=Uc0IoPoRm$o{n}R(S0D^U1rI)5U)kX!tdUhrwYk$hoIF1eMS9m{_fzeNJpg z-QOzX)4k_bEV&tMWqi?9JT@gwhM9q31>gJq|M$&&TlnhA$~3hTywYYfdh+I84N4ch z7O7NP7RbQxYEhK2wmf82XqMQl`OIME=-Ttqh4v$JS3$we&l?yTR%z(zO)GtU?c}$& zx0fzha3JP&>hp7RHzgnEEB<>uzW(GSRqrEDi#&gSd#h@1AJ4_jy?6SeMM^ifW=}se z)A;zE^yPkYRZLAo7cE+JE2B$;o+d{@U)Z|4*JgIcefV#g{K% zK1&B>IgNge?YH0RUDst~NSr!-x_Y;m?xf7i%TC^}|F7FCZ9c76+Wb@-uXM`aUtiNA z^=F&soBbDGX%ey2QS0@hgId{^#>T-?CK(DlckaBjA<=oWjI3<#cP&t6-oV+Y$*@9g zwps3^rQXwLb+gS2TNk6bI(+@K`u~5g$7Em73|TanPgASRd*f~0K8=ZQo>&yRxprP& zcrzgI(Sm-eJtzPz;9SGlv$ zQuWr;2^q_SWBl4Vf7JZ?Tobu3uUqBVu9Q0mW&hY6Ym=?~^uhe|*-y-m&rdR3+%_fq zE*BTKZ$nmjT;rR2lhtpRznkP6U3TKxTI-b4+hjLouGY&px6i-#>}UPnoI9I*x8>Z9 zTv+Jg?QP7cwRcO-&7$>Bmn>Prbyu8$fuZ4qQ@>#*P|$ z*F*}19WV^Z)tF`u%iMJA^_r`~xZa`LR-)V9c~xk>9DKVHOa zX1aY%uF=DcziY-fTK(O|M)4BmW}5c9WI!)qIOC?YZ9jHAvqy;e)1xvGhFUQ(xM- z#Aa;ry77sN>3da?<=khxPUL=_)wRm-ww0Zp+pTRGDSAua-q;yEZCy-uQ;5`-s2wF+ z|7?9BANl2cmZsjddl9Zi_5W&$LCbsh)Gu#b`R?v+@AYwemz2N1cWJRZzZWAYMa~wS z!4$AuH-6upGfn2Tze;|7JTC9+7NStNQ7`khN_3RzsVQN-o6nS9{*@{8_7h8kld9P< z)!pAjPTbm>&3sQyRrP4hbM})ny2}2FcU)StQeyu6>`hCKRJ^>hZRXA?=Qc%s`0n+y z_@e!%=Zl_xdhWFMpZm7=cXI3Y=iRmX`RDWbvq!m@%3fSJ$g*-x!qjhTFa3)Fl?1EU z8#Nh9+os*qjo5I2Wzm}Mb3M=fy%srJZSS3~m;3n1((mRc&)v;?dC@F9&;I>_4eQgL zVzzMlu%4cAiS5PHvonHPj~*3Lo_A^AEw9aMc5TZ~)Z2Hv=IDNDpN6b=O{t$=%XdGW zZZCFvo9u3%n@gspzIyue`F!*3*PnfoTJq}p`uRLE76G8CbuVU60JVS|vvnGq+!o89 zS5^k^jSReHaA*EC-{d9b&sknx)^yypwSRgVZ}O3cA5zZw{Lfwf=ht<)$Sq0ETi29( zCC$mXu}M4Q*p>Rml}^GnAE!TEZ2UD+Y3=!t(u;+emke&l@JU{|ygObeYFkv=+1M1l z{byoTxTjUky7v0t!`Y!rjhXl)3>?^arBd{AZ*Nmw4BF<#p~w`>kR^K7=-0E^`A=@= z@1Od9-)}#&oEzpdmQ21{nj@Re6j*Dm?(yD_bJ9ey9|boyJ2!Fqti8P_cw5eW-OQ8o zjy-<3$oSjey;>EYKd)J%Q@nQXViRetTmE7F`Nu*U{e!>m^7H<&=3l6Kzs-d|_piOR z_BETzwkqvhtcv~rZ2@KPPZ}FD)&2Q+{8`djrWG?on%Viy8dn|bmA?Ha2UJYV>OCOR zAhmYE0*AVPKhu9c>ehd=x=wF>ztBou{rK)V)8kbxe*A4We@2GU zvQyfomVtb4t{;tAb1znE#Vn)G{4=dy>;HV(?-~>kkUQ@U-J-#l}Xz{kZySvWknkZ)loOhADq3u~!+B5ye zj8oskUtRvWpJ%1(>BI6fR?VN8vu>-4e{(RelnIB_j8pno*j^a^zH`jHd)0=Ho|Ro4 zon@Z)^WL6$`l{Ha?A<+O<7YYsjjJ?`|4*?O`+ zSKcnh$jC@*$5TcIhK613ps;hCJq1)oemcl5f5PAXZ%Px>KBJ(yMmx$U$=tB^{-xqMecQ)JCGT!C*o4e_dhA60 z=kGImRu*L6J8=0%4C^anQ0@1=Xu-^%i)y_XUT1y&TyWCEdzy0FH$(BcGhq%%F5?k!$y!nSsU6 z&fHv{`Sagh;inrMHH{Y4Z@O}N%|7Rd{=biW6JFi#y`B1dosFko2k-6Vr)kTprZb;C z^L)19(!Ue_bbftn==%BdhKp}jypxTZd3x(}S#|B}ITO||KQ~Q(`M<1R!B3xx&zQ9T z_xt_#V@lHOc>`o?zg)bu%y;&OwGyC(_sjw_m=di2Uix>=`u&WAkeAP%Ueue|Xgk@* zAgkiP%1Mu{&o`KEiJ!E`AaiqM+>V;&FB#wC6Ev>G=(SrcT6CtTy3uG^Qc}_>y{F2_ zr^I?+rJuZ!+&264x!CHIPv?uDPJW+uDt&VL%=zLv5ensZOQ-KFd2{0;%gQg87P)d) zhk;zML9kJiVcU%@nUh~0{d_Gte`e%Yuk(wR|6ODvVY()M(h`-a^=x|!Brn)r+`T8m zwSqbLT2EE=CvN66AI;^LHC;oY?jvjZNeIR5( zkEW=sY^=}>EuM&^w1vl~{C)H|>B$D>>e=1rJ}p1El7HVX&wVq^j!*f0cAo9+n7ln7 z-7H@$XihmZ!|++uc4Lquq6KF#36w?6`+h5X{mIws_v=M(%lY`PK4gl={&k#1XF5zQ zOAfI-{Abpao|;zr473I3+Oi@|P`JOm>G$GcYi4be>o>l`-J)+1cj) zdZ1zK&o`!q$GznBI(mFZO2G1Cm#nUTZms$`i>c79tm%qf+ZWGodhNUC=xg7-eA%no zXXo92&0d|I^KP@8o^ff7N$7z!HKtB`*O=@~IP=ix=i2J0m&Nm@2KP&8o$UPhtbG5U zPu-QdFMaCL=htpKGsn{S!9GwOc}0X}8AHg-Z(UXY|9*dZ!I^)mUG1+EpU>OtTbI8x z*`Iyg!ug!tj?Fd&-x`ZvUEnLaHKFg>e^WoBkE_?3W_@A*erq>lmBrQbA6O24`uy2< zaYg;4$=-RwD#==2HWM|ge6H#Q1_oYQoUFYw|IW-$ztjCs32%>6V6G}N*njzx?^!n) ztCAHwayB=noOtyg5OFchx=1gtg+&|5qhxUAAUU z;W5ceI|`F`hf6XrFld+?En^7jn8xQj-!9hA{%=X<{e64yR6d`3Z$Zf7H7S!tzaF^R z{ItdK_gmp9o8Ih?U$-;vi~qhq+ZLpyR++4P|FTo`9oq|EsU_9ZnN1!1{r&Zg4W4Rn z{<@gFsw`txwEw^Ncaon@=a-+lJa4y0RcT)Gzxv0=dO;hjJeK>-^^spCU-zTY$ew|L z;R;8J52Hr;&U@AG_omM>08JCz`(JLgXo>r38OcjaS8mCg5w`Bl^25KkOgUc{nKkYH z&zkO%+~+SB1`C&DO6!0AcW(02?CmGs?P2Qd=k@>mE$u0XPh?~WtLxFAm^WhW$@e#I z-`0MQZL7P_7H>ECEB9mS=I;-gSO465=9i-;Cr|57;J5#CA?DWBY<18Mv^fQbIMdkN zL5+5yiH58SE8gDTK06^~x?b#)ImPEbvMs$Nl$@G!Kdk8e%;qO|oOgS@zVoGM`jewa zcPt4En-p31|90-A>G8!)YV6-WrZi@re|c2fyzOmaNza;xSAy*7UtL}OJocRSm-(it ztgBDVShd$`d$wNxoq}~|{{1lA`R|bMlEA+@pZ|Y;etvql{=OS2fuPZ)v}HaZ_goT~ z!SvwzuF}^}rbXvX@1urb+EbG z#Qb{nHqn#UFPC4LvDRSA`txUM67`;U>&@I|5O6HS&#$lCGJv@xUsGN(cxzl*R98&R zt%*j-kDNa}+B@BQf8N_Yzt4l#EytbyHS5}SGX@3*0Zk4c#v7+UJw5&Ol=k{5eX`cG z=9xxs%Q5_ae`)2mm|~y&o$p%qU0Us1TWGnu?8l4C+Zw;y-TQgyvxKQ*%^YW;M>YrN z6_`8pcbBrBoso58!@_dQfccus4;vp#@wqCiH$9k7_Kx?x`e$xGpZtt|GQrXI?En0` zyRPn8X6jJ-^Xc@{_v`=XeqY7J06J=dp+YBOgTp!N_ckwYZCwr8Dwp=F@~!;V`rk1- zzfSr4bkaoICAo`xCY)XHyue~fZL)v=lJ{wECh*Q?HviCP(p$7@Ib&6kQ_h8+m3LzN zg?}bAYObErFBe=IeBN*E)1|-HP0-B0udXg*=&>l)@8s#zlb_G8kK0xLJ}>Rl@3-6U zzlrk&CEmmoAI8!-Y)e4GqUdN*jR3<@1QxKO*}Ml zqP5QJj#&$RKgV2dfA!px|8%9gtQP0TjX^OnI>PFHQ<(WI9Q7D9h36_N)>LyK;xp(u^td!+mL3`AH zXB>KNx_nN4fWAL-$z0C&@2}22^vxo2Wv8R}&r6ps?K%B3b=s$^bJ#v}%x|-tS#&xz z`N?&D`N{vSzek+(@i+Yc|D^hSkN^Mv`m#-BTMcS7zH&<7T9FLer8zyeZ04627oG3b zeD2l|i=8*;TBA2zyFxSGv$=BC{KNBGc0}y_Fhx1#+3)@nTc69S zuRO`A7V-Dn?R@X^^K73U;?|#1|LI-YNa%U|E;2J4^Q_x103Z)xFVO zPj=5Q_wc>2aqDu!pO>!AR<(E778JTQV@6=wv5=UUm=AKn_j)v|d=}=cJlVPI`;{}E z{HI-)%PD>=+!z!PkdXHA^|iILK{ds*8=#EX!qup`VA@5aIoIRs@1|JZsr&tQQ|arl z&Mu*w`)k+TDZIs4bZP?Mq&TD7(Mu$5Y@AsBZAW>Qhwzuiy*9R$T-{x%H}}sz{7FL7 z?zUz?f|jD9Vut4YwBsQAm5eS;dfL|QXR`Un+~PxuLc(v24!#9#NMTuFGTF;`6{u^s zO38rriqif1|9g4lY$DFt|F6lv>AU{g*Qeit*-l6*TX~kPQtuGV+|pQn+il*P1?!i; zpWqw)H~qiMq~`D6S(Y7&J@;ITQ-@XSskfIGSKO)RC9_^9ZTFb?k2%C)@0pODZ@Yq@ z950uf5UBjCvU$m^>Z}I`8lTMob=N{z8#Nb*{rGk}e`)CIu%agu-A~Q2EI#vpYt96< z$NlfMpUYkgeU<)4+@&)lO!&(mrtLL9-kNomWNPYl_Hx!Uf7u}sexYaOl`B^kNCt-` zc#8&}Yxl~!WDq@X=ij8CUs|J=hCerZ_W#+rx!HY|$K|Tm=tOL2*vQJj;II^w%r?kc zmz_9keqU#?d%xM{cPr04v9Nr9LC@&j4m&lA(BLgOGxRt&UNp@r+sAfu-hzvVo<8LE zQ9X8?)ZT=SNhO*&{lJYw=M}>D;n?QZQt|tTJ*C1E6x0N8Na+DrBcNsWjv1OUA7!SJf_OYsmz8|MHnCI^&eKj>&J=%!{f^Yr5E8aIo5L zlQG=V?^F5PZs*TSlT}SE4}O__iS1>TPu07f&tKTHGB7k0DI2g}G1&j_*J>VlyBN^k z@%+m0#Vr~qd%m(Ps{38N_s>uNvuC0#R>fz(FY?W3s&nXfDUJ<@Q2F1olCdhyGk$}^ z(i+e%lBndMe^PVYch@ilr}!wgBqc9;`e!o#K2Pxcl~ph2{Y#i_oC74y~`Db1q(JKdPnM{+}_TOG_5xTGTuinf1i}(KAe{*yC><3e(eSf)+8&u&r zC2(~VM9uqpOgi7AU(WW))bKb%`{PzFR_PYL0a~&37Z_R&E9y?NJ-yoO-2~10HB)9~ zcuZG&R&}<`Y38TXew`_iFZDV*^)egeme~dKZvMwz_fz|M_JswFjDiFvyEkIR*QD#rx+}-f?_X;4-uA#q;^~`(%nv zD1N#gU%ye1fq`LzI8(3#%cZnuvobF%_m}_q>-GAx|Cb(fImu|LcT@kY=0(2$y=P_l z+DrVtPsw|GBUVBF?;e*dsp*Fm*Gg428P4~=sdu~VjdV_@%G>B8vtFxeo3|~k*;IMB zXMtpJHT$w}XJ>SkRx+h`$px>_TY0jx=y~Y!lj8b!_3m12G5K$vd&}fz{r|sDf4yEm zJ$855MneV$h6I5bOiE`asd_&FtsmYSS@!0JqEvI%^j8L{)h7*8&u_V|a8a>Sbz?{V zvp>q&=I&*dbL^FWZ#BAJ{ps$fi{EdnOnQ6&?q!Br|GI^1B6gcT`944PQn7Zxv5?56 zH5V`1*)BU|Qmi20@x1Kp)638EC;mP@Uo}&+Gi}>Gclp|oU*F&B2QT+aeZauL0E!%u zU#)L99+$iQnmgJpX9~}mLeJA8%eU`YYqKl8s!7oGXx>bN)W$0&Z>3VbVtQ7)ojF(j z;y}v#PlukqcCPzBi}ktA$qApuXB6#>xi{%tjs4P^!hMp#N5A}V{Cc_e$CNe;dC%Xe0dGH~02N&k0nL zy(DwV{I+JN>e;Q@N~*^cZx+tmKl}4{tDo6F-BxDq+WzH?nfd4byPHZ<_qnWMyJ;vC zEA%^3WSL#Cp(_7_^;7&U=bmej4A#3Z7o6gA&~0X>=BFEHpP!EI|1;lY)%?_d=d~h1 zo1|}mTBxNWjhYACSXo(%-tYZ>ijiGL0kq}s|8!AtRp!^bmqczVp8xEb=tbSjiL;ij z-d;aL{ivx<^s^QJa`&8`c#maooSP@}7XwxX;m3=a(|lIGc=4j)?0M7Zqd@_OzcF6% zWB>MAY4ZI&?&mDZcKocox+*knQaiW)o`7w6ytS4(3=9lP(v6x2)QX>-nRu|7{q)=I z_w_(4p3H1>WA0g>*5tf)r7Be5ZGp#TmGj;;PupaTo}Ql?G&x1(xM!HxoXEQGr`HO~ zMr4OyVyOLiiZ?Ox{FIg*3nYU#Zk%`g{P)R*PrG|GUAmSWso44Y)#azn>3LJ0^%kG` zzxUUx)t9#C$G>mk2TkZmbNDb`%{f2Mw&=9(_7jclavH_Y&zb(8E-bIwEVW}v;iSc0 zkwHthdiNSJ>YHZXQo1=cT*36@0>9p~Usr8qHTt{##N4B+;cT6KDil6CpDJ)NL& zfPg}lWer(No>nol@k{_MnKQBOFU&YOH@GUrO4U!=yLHC2!cw2_U*vD?vyQj>`7?i| zr&~$3Uf3MHNwXKoTWK8Ky{Dk^#c!Xh-u_0{UteEu{@XXRv$K=Y`)AK2LzQH%i5iM} zVR`!>g;f53DZM08+5g)WZ~eU~UUSmV&&&P(ijjdq;S4A&4!kWp{kY#=PuZ&al^US^Bg6j~*on&(YFVJt{15TAOEz;nSP@xiaedI?m7A<$X-f_ROC> z6(5r%&2nbg{P}P=?LIpLg9E7g1 zy@|HBsOavecQxl7i100Rc`x>?>bl(anorJ8{Ius!jl0BP%hR~h&2r_v)cU72D_73D z|NJRChtE_NJI$xgOT2sfCs+S_&r|vHpSG&8?oA(o!pFVlr%p^%_MHh@NsuMa6zm}J z_seDfWin4cpSL%+Pe0;zlJRToB;okI`g^ZPw5J@cY7*YB7peU@ye0kHj)E6g_RKrt zX02RTwr|^6Tiz4my7v=|o;aa+u#fWdQ>NLzX1S{*0R^oB8cD+GUD5*2KJ=$-BO^%lTJY z`|{}_l_jT(DrP6_H?6F5IbReWbzSV{v#MKfVmB4}?sHkRFV=?lMERR@)9cOi_+QqV zpZhk&m~GZfeQoX2x1Cp=@IN_uv5JwarhL|&|Iu-aXyb-7`IE_Z5x8sYi~f`9`bk{`}{=N|(vam7J62iKI`v z|2HZ7g!faYg`t-%3at*A8^`;2S}xvyAms0_uX|7btV?@Vd?}gBH0HS3*(cr8^QT|# zm)sYg{N;LF_1Sl!AbUk!k8Mv~(02LEirw#adG}d7;>drnAa|8>Rl2q6wPly~I^1NJ zy==?am%IDZ)5$Zvmn@UGaB#Bj#+=Z7XMQDbcUg31%Lh}3{{CLRh*Q@$BpzNM8NBPR zsATYplR}S@p1#ZWGw;0^JXtseRP-EV6+huB9;>pu-2Is$Xap=(*?=`E5o$ zo}F9eY)GOhFe$EIvQ9>V)dn~f#A=igQBa|Mh1o}4lK(Wv_MUD-}(p&9tA3-)}$pZcpv(n%isr)BTyh6Qjo_?seUy~^r14|= z>BZ*r)C)IW1a-qKAGQcTSvEV*=y(QbxPpgeSp(OtJ(Zg|J?_^3|EuO85FfPbx{;Ij zccz!~UVfN%Y_DnMK9TDU3taoJeO0~n)G}wUaO2aOx6wyEJ&Pvk#B8)%@;%o6vhnNq zy1IQg*_ppi{B--zo+aAWlEEu_`|N8L)ciV>dudN$-_M^5+vO%rRCfRM_Bb18rrtS$ zYX!qx&a4*~7T&wGcTUCmHPtT#<90pw@42k#JJ}|1%G1}|Pj0DPy+rNB6_e93|394e z`&nMw=rXG(Bt0VSS@x8UiS329S<4p2s?BUK@1@rBUPw+#VluP; zp62s%0pr#Xub`$q1?N+XJ}*_DU0Zi`RcO%#NA{Dy-|x@=z6w%9)`FwQRg!6Ub zp?j^Xe%a>U+ZJusR&eZa8n1B^+pGk8$kU8?R@-ozlj+_4(4v z7AG}1=e;ui`RID;CdHP6Qwl)cb?6{(LchzTW;T_|>EdfSVlCridc4xLD^UcxdrLK>EJ$r8beoruH9Qo!}?N9yr3=9mVzHfh)@wVLP zleK>GWU~J>&~ZS2=E&%7s`oqlMm==eyP2wu-HVbc%U?Nlmb8D*dl@@VAkp{2?k&Ba z*(NyMP1m~hl4pkD)G1FmJD!S)vA!`}`uA;jmc!&~1(7Jz+>EAR=IU}2d;d8Wfqa%v z1S0oVnKJV*FbFti-8ausUFyH!30ET8Q;t>5 zyM4wrJLTf4+Vt9Pm07k|G)@b5{CqHb?WF1PGJ#JgzSLCZz2H2X<5MZB}-LK&gTC=e@@{Wj?bUp+}!LN{3UX8+ReRLppkXQ1TKxI)8p$V zGV|L6fO_zCdGp>(m>21nKY!k>Rn^bx+ndeR&rg2D@&0&GLI1O7Rj0ot{jB=M*Quf_ zRb7>!%T;(RB&a6mK+wJ|TecjqUFPNWQ>1oT!1WjZ>aSl-etPe}wR4Q$a?Uq$RWBBP zdbj)iEwHr;2CQ$+YJI(+|4*vz)s%NrzGa&3KUrCM#6tFx$;Hn$|0B2iE<4}-rf9ld zu5`z06=97_r+!wIeK1jq-=DfX=iWZ+l<%{r$%q>yYZ)6~w$_e+sdj#!WH9TOnNG5$ zw=N!j^7i<;savMF+}xbr51L6>7BYL;3kC*;Z%WBr0*3KE@AiI=1I;r0JhVu(dhh1B zmsD2f?RB}e-111IP;>SB+ipr?V&X@`~DH(o}YQg_#*df7F{cK`JeK>NMrLd zqhMj?G@sP;^y=xKy}!=v>QqbS3Sh1(n{YmU&)M4|vFh6;%=6}m2yb9zVA$Y$_t!Pv z9}62-Y(8%nowxsQ+2`U#r!POT(O&m%uZ_NZOSQ`ueb;*0J*O_FL3Wn;I(>Qj z`pqTpUs%@J{CqN5t=j88s2?8i_tib~`~%0A`ObdQq1-nCw6uBtR>mD>mi}Gq{w}R< zH1RC*s_~S0+#NsdR9o&sZCCECYByI-5|PiHcE58$ksa@crE1nr_ZV!=t&i@G*)?aq zV>8>mr+=D)B!l-gYNkD9Rx#Ffy;qyGhe!Ux+2~`oRbMi0Zc;7kQwHTJ)<(@Mkzvet zKwGNkORKxh{IpkM^|ZBoucy7_Oc4}YjU|9R1EF>;&y%KvaEd4m}areZ*Eo<&$>9- zn}5H8nr_le!7Cs%H?j5i zbS7q{%%67eY5Bg6IXUflZ*6%mT+g|q7hT?>mT*n!`sLu$@y9|QAM4$F`WD08aGx*r z?Nvt08uq5YsZRJ4S#&jW@!9kB|9&p#kv8*rc7FbO14agh5Mid^6~)ia&Q@oaEt#Mb zz3t4OJBD`^*9N~jcBWeNqVnVYhYv?je(qhka^^iHSEraBlM^3ISm%HF8m6hy)ALp4 z-uwM*FS^6qmd(-EJ!z~xfB%6g`JX>uk__JXWd;+|rR4utpUWtJ@3;4s>C=eZS+vx$ z(6IJbi5o8i!vZOR8BTMJvajh_f_AA)ui|wsJzL;)dCC7@?;qG3>b0AAeqnh%ZQWfh z`?LLbK21xEojvO{WQ6s59#`J_~9oCJ?9K07=6sG#a4 z<oUpRw z*p%mnv31@*WBUGo``onX#0d>%rHhX2UnZ2#lh9vzl5L;KCi|sd!@^(s%^Pb z5~uB-wJp{xx3`BO>T=9##;O-g!JQus>x`F$lx#_FJ9LTBMONNh@$C7=1y!Ya%EI$^ z#Ti|mq^hs)4?1wB^8erOlBOUZKb&ouW&793Fzt-Q$@Ax@OSF63uhKi&lYCu&y_%e@zM-DFggSO%|9?enu`)a3(<*WrEsY{MqsT>Y=R5KR)qum{zKh5LH=F-|?+w^~OkvnwG zzq>lI(bi@&>#9~oE}yI3-|swM<~!R*Y{B{?F6ZBW;{KcBGxg1{6d%T?*B5y*|9nty z?sfT2)uXcAPcM1vPgS2^Gf9z!fdRBsYsJ(rYrg$_K0kk-$C2qQONBVST2->W_WnIw zqgm!2C;T>0^=Zw-Nv5L0k0&f?xnSmyKV$BrSiRVD(eu+k=>;Eu+sqxx8ZS8gvnUNKwe->0Y>g%5U zyc;wS#iwl$n)81KgQ;(GmE^MLA-}_X&z#?Wr>Of*`Tg3m^2P`-6`sO1voDjcaN3a{_vY?W$e5hFo9FGLpO1E=IWPQUkiGowYUS8ll~N1V zM{IX3d%LoV`OCAN^KP>LP4!7lNntrRLu)0dPZwZ$Q*ve6wteeiX@c6yOJHB)St{YmvnO--HodQsAMJJssGNsDU}SyCo4nub}kRjyh2pXZ_W$d``$&JU(S|!>Nu|4kTL6t$=N4YpKqRa zYT4Url}S5f_%g3v2)^{~=#{sda*yvz%`IbD=5&=Iwz=8QeaigZ$I1l?D^_-yS(BmpNg`HGB7Nd#No5>*l*A{>znGZ#h>kN>UAn= zh=$!YvYEK@&mpCm7P$*uW=&M}z3~0X?x&02Z@;-quW%!uXUAujRx!PJ`ANTfI?I0Q zK3yGu-&lL${R1JM2HkSO4p&o`EYEpoI9>4hgf9~3KYgiO{q()*x9MkoW?k0^ew1u;a5m@s+xzo+ zr7PI7138SAg(Ssnx!<$0jn{T_+t2KVcO9Q(-n}$rZE@SX#-#Fl=f_J+61Q0z7Tv3S zesYQDWQjNih6XMrgI1~6{r3MRB=_5fmA$>CD%JgJ?%PR6GOD~nr@x!2`n5*s)3ql* zpLIv7yu7D%Jm&nb2rn=;>bd_0yq6g7JBqU{Lq4O@e`80TYMMLbs?*DV;r1re51}ZYuq%-5tIy zI4Ft3D|ETVbZ05ms$(@L_eVc@-ddgh{zh)d{%iN1mhZoj^?Dc2ySFcmL*JC0zQ5Wm z?B_qDNss@g`LJ^PWaewR_G>C^F-i6^US726(vl4u0{m>hh6E?^F)%cIQZ#6lO8@%m zs+z{uyt`HxH+Y=)S)P(1E59msxk)=G&#Lm}dIq-3m0aD5=AVjnoBvs$iQ%_G5_<5K(o9%8BIa||9tNMxifoN@TSK%d*3dKwD`TW>R5dG^WTrA zrwVzpmFFd`3ty`{A+xyb<~BJ`PQK3mUarW5RgTltFDzZ^EN%9tw%%{~<@{q)PDfr! z?uz``up#5JP58aaoH;7$$4;M{YyEUaa^J+G-Qvc#7#J8*A4uC~^~hS6&EWs_`T2Qs z`*N>xufr^5iMvg`%e-PdcdztM|ED{<{LMrU!#&x?omwYfR6Xaep1t7tGne)?j8%)P zR^EGh>1oZyix>Y@`%Gn7_QH_0#lPLm7qm{mz&QO?=ah?!-QQp4=3`)BsD2!6o7J*s zkB#NaC6o6o6?_{cdr779u6a<&*$*zuwoJ)?)X%LNv?GQu6FkUh1s-I~xxK3d)JQA& zx~%rp8?9B5&0iWCSI&?)&(l!3^pw`zFEf}{9c`E=`=m2kZ^DWd8j;&_W?C-XlzZFE zO`d^4fnncGy@jv8(iQ0ZO7BcC%@HN%3Qg8S$x%s8@Wxvp%+!2?>`XoGN($?E!V8SQ+IS_+RyFx>n0l}ADeLxbcw?a@kUJ-leY_tK?j$(%h#sV<;{^u-LzDo zvMS}DxK2&+C!50E%E}CvR#w_}_Lkj>J7=C$@1NkMyC%tUep-{ISC)u(x{s=w+N{@? zdS9$P5Rw>JcqB)9ftmH|AI(oDZFHZNYP%7XQD=TPVPIf*)0_XJBg6b|$>cr%e!WiH z=~y%6rS{UNf*m%6dhI4&A97|NUA_Ip8rN!epEp;wx^CM!&n|uXnjhEat!cfIGX2Q0 z2;K|V!+-u;)L+ub0c`KiPCz&lpst7#XV13=%y5u%N zPwLC#lt43C_VM+9zka%zJ|8rt%-|(3!|6!m#-!FcHJ?s`3S2|JiSr`$3N1D6uhyKk z+(LERlM|m#p4p#z`kbv0C*O-3Ct~!YV-<{_zuT57%l75NmwGJ?ooT6|ISupXy~!-v zmv?v9-hcMS#+PHVw?%FAXE^ut)7cq|rtz=v>-<>w=~i>N_hYu3Y6f-BW~QH-U;po< z8)$ixL955+;^%&rACCy9{{8iJ(ZUsSk$#>9f>Tyy?wV@ibY5FyQm4J%B##1*^J!`G zH*MzpwUB*D%NoY2u&71m$*0Vjb+oll?|w7eRP^ny_cktyzRMc2rca%xwBD{_s*2i? zlb~UUACLRZ-W39TLBu{`&Lz{B+R3ET~7JDH-;PH*3lni}oc)E2b^~yVYyj z+O6x?PgXtlbduUvo5qFx`|hjl{vJ|4e`$}&^dm0ShmyNjNz7O^Kl0KO8-4$6IY0F; zTwCDC{C-pZ{FM^(dsZ@4`7my~u|74q^4Yg;-}ft@o}PZ%Q+;kq++mOtB=7$cG<>)7 zxg4nZd$wq^O1p_?()TqdcTG?6&D1*|ZGWb}W9ACJ*H;h4^(_H2BEa>tallPnQnZMk*6SIG5jUi}mQsXIePU$<(_EVnj zd}gQf_x)UE^XJ3i96<(#fb@@V<+shYE?+mN_?%^$<-w;f{huVT?TcDiyz6lFgv#_& zOqv>Zs+U<vh4`I8|!Q}e#<|MIpkudki^Q}g+(`RU{G^=HBu85l~18Z~ctN$;OmaENnL_I16B za?h=p<9jBjJ>S}T_~8VzmGcgtY0KUHboI^uH}-lN?W&h9Ub}H-XMAY=`_;}h(hI^D z&e2!YJ9hib-R)EKb#>3?Cuo`d+8?x!DeWn9j=1pKNzdQ!^Z_lASXz@lw{)6iATt9) zz;%HcO}U>we||b8*l(h!cG!&hromb}ml&F4^-t6E+gNp@{?BKjo4YRGbKB2rG+D*; z;^mpOhn`2T+PmHR@0yH_NiLze4RW!QSf9=|Tzb%9Z$xCI*y@(Ri^*IaJfMlrSIps_ zMM--s9gWk@%-E|2nr29M8cM;L0x|uEO8Yg*P z7Q4CE>QcSEzx=YJr$48j`(u0c-w(@~3o{$!#9!Z1H&{By?|jAc-zh$p-c6xha={Ky zGHx%LXjA#RHLVh~cI;l|b5Fyk+ZY%Y@F@y0MB98mWBds;i;wIe(CL;*!hR6w|~*QeUW8vEVn=N7gud_k3vzYiRwp>zY9LKJSoXWGO@Dt zKkKqJI$EItt;=3BIOQK+6^6UrRCP>9 zd&;a799Gq3Q+<7DT2gbbwE3x(%jadOaWOJ5tT@Zzv+&lP`u~4FJ?^)k^|UOL&vWy# zEa$lkYx{03soM4%lsR5op3aG#{>|6u?5A?$vJ=02mo`}>PMe!(>JT6Q^7o0eejoLI zPy4)d*|J}{Pm8B4@e#cgA=wdOYqf3C?R6Gcbkm*>wr=-3 zqtjm>Em{&Ov^y^Ls?kx+FrQD4=TARzZEoeZwWkCBM$gQC%WC)W^{MYwt9rJbwe3AE zzIH_o^A|PC%zLT#i}r2VVzOT{I81;0A*J8Hsu?wI-&ov!60|7&H0Ye!J%7L5=8Z;G19?MP=dMnu` z|1U;U`&$0yT%TWCvJ=)l*F8DeUhM74ZO3h&H2gpHK`Z*)^m&gs^QQ7adVxvXtJk|d z=d1EzG<9=|Sz}XwJ#~_Re0J4|mz;9Hd>I)UZgm_GIrQpkc>Gk)$!as7PCLnWvMYId zbNjgyD@+zXUwiWN_fv0H`YHe3@S!d%C z_i6bFs}c{l-FsSdzh~v710jw6mGTWz7xG`-GG1E9?BDrr=ks~m(&l+vz=K>)Z3jdS zJz6$9ZxZNe^{0I={XDO{5DDly{cyrH)tM!)x4oN`U;q2~G()Kiis5rq9cRDNdH(wL z(aXwNx6j!`?p|5Mxbce1`8Rd1ul=1~cx}hV<%vZvgX~^g2AyKRqOCDdZ+we z_a{qUul=xMu5@MErr%k&%5HA?xe_wXzNNxa+qs>bAa?t#$v3J65vBF0yl9<2D`Jz(1cB$>Po>;xFd1 zv8QH!&&o-XhTPpJw=iTaI_)Q~x_9>$!_%O(44^ULccDxS3@eP7f;nbBdX!}Od`|Hh z@sz*6Zrff~T{r2HqQZ=-k9?k;-*o){CAY4*vtjQo_BD{R5mGXaj z>C@H_w&mPrYyDTr!&2N1x*t2(LWCAHGlf_=?ysVX(<}CPN;k`(H&Hh zo1e}NmYpQ!9KiMTy7FmZkBi$h^L^*#d;gy@Z>{a-n}4?@^y@_IS{^00xm4J{e?{x* z>*22~&Chv$29;&5?$u2>Kkb&*=%ssV#v7hJ-#BYkVRH^>Ye(A8^Y;IzRKMGK9O6GA zreKcFo14>5=Wf57Hf{5xMN3?bc8h7L9eg^0?c=XR598L0bHjV5 zp7|o8siigP^LhLElk6B60+I!1I8A+dGfG!I;MN!sj37>rBzy|Ay!HeJ}?PHwe!E!b?5s$<%{i)2hCHyFfueqo&223wt_`h{({iHrY5FB*UC*xH6A)^ zWLUm9!|S@qdVhf3jC~QucrxSHMn34gY_8Kkw$L%BP>60_($T4+~&CdcK`K;CV^z^*6!a2ILx6IQmZla9L z-7|N#d7l3E$YafO&e)yZM`J@Yf?_n@J#rGg~Wl7bq z7*;XWi=3K5lP73h{HR%UEi!%P({FG8b3fSo=hNv&C04$k^W)f!m(6*dnZ|qN!4$UD zU7wD|?r^`;TKPX#{H@@{*Gzva%PrrFI)r-vdbjggiDmX3*d{Fz0!l$H zJKxTjENgnNiIqF$!GT85tb#Fj{Ck~EO9i5=xx1eJHl4>a_nWWL)2_u;VcBl?T>a~E zjkZ;l^-SlN%a^-$e3oVT@}6Bk%f^R$ApB&Clo8j=K{C=%^ z?Cvs1k~`IUKtyZJjvW!R%yPA&x95qzEwWQ8VPm zQStbkQ!P`jMz2bA68XDSps4le(N9lTDP3M;t#0d>Cu@A*_5tfVX76t(huePN8@VsV zXWF0pk%~NBmO@8nUU8k%Irr$y3w|=3xkm-(Dwf`iJGkoZ?4=dg-GYrc7W}dM@k-tD z`7ZafpXQd|(-e;_5j@P!z@Q}8s2OsijaPa}_4jw1QcvI8JT>*W>r4jGnZX=eTcf*E zE^bTOTytnanbDrv%LB_xf9w}mJKdJMTh&}Ws;+ADR12A@XLw4EbQ`Z+Z83RQxAxB6 zoGz}e6Hf~Cgw5RjdD~2e(2MJMgZ5+#H)<`ASwDNS-tO>ybN|hr`6S`lnVFMj&py3F zF=b0D=q&rJqaE9FZU#Mi{5ZGz&+Pntk$F3xidnwha`_49%=?qIdePf_W|@EABEKNo z`z~lmU~_!-wm0|d|DSb{m}-!IPUhvcwX;D(rE0#jM1J+QH2g?w;gYnk+r#N)DH~Yy zt8wm=tMdO$HrK7a|9G1GH4(4bA?+sKMIDQ!su>rSWlw%JCDpoX>4JzShv$oV?=Rz3 z)!bK=Hs{i^*YEveHCA5}JF&%bcZ$RJBSrsGr&tJCcWIZ_7pi_2ad)z23KU)P_sF70 zK}Q9rYpv@Mo9A$K-rAro*^5QqM`$12Z5~?F%vAcIbn)gdyjCBjZf;C&2VKzw+OKhI zZ`2A`6OF6;>+4tYF7ut8b}G&}@y(5m%Vs59Sm5~S@Ar8*uV=a0-?#ts;qbi$k*Pnw zG1oqw8vbNTu;0h(-7ABagIBVa+IB2UUYET7cfjVfQ0t$+PAK<-4n26fuwCw!w#HNG z4Lbdwa{BB4{|yIiXS=;E*VsNg|M0+7ia3KZp*Ci%(it}BwZq! zUc@ZO{yc)gd$XHm(aReX(|$Jd+fC5l_oL|`qf$Uv*fh`~f;F7|EK)KTdGz+SoLam6 zUKSHChun-yhSwhihUVPc6ZvlUd%Ml?bBoVeR{!-=KYHTiNzST`RYF;*K9wP& zNLE&Nb=cZT?D91MZvAp^%{PPv1SBxUetmUy^6k9cx-Y7FrOnUHp3wN}@bbzjr{~#L zL&p7hFHKH)(>V7`QBIHdJG;~kXCilnt*b8X%DFvNJ(~N@r^mOPGUvUSV5Z48IhHlV z^>0PHio5v9Z%h;4*T*Zem*pw(8c#lCw?c2abJP|8$*TYJCi>UkP%DoMi=QN9<7g!M z)XVswM))m{;Md`FHQ1cu>_K#A%Yfc-!~J z=sgu1PtLOX`{nZ6xT#V8ryWgqtoR-B@^S6sW4)bg)%iC4yGNeINJsq)!REWaGy!W((M-&BBG+AE_}W8{Y==}sF}yF zmuBAISG#n+@~QpW_JDJQeLmfUzdZF~I;{ps>oH%GO7>A0u+w&>47%ST?)Di{h+c|k`KOA7LW?i<-e}3L62GiSK-;I~vYzIx8a-PYIT$rDb_4L$K zHE*xe6Sgjou6$u}ukg5RT8ybM??d-345?9jtF~HxSkd@a+I#*r-oNjC_}XJiQ}Qdn zUOK!qahLk+)bNQXdcL}Tx_!*){{^Y*jkLU9mmB0LzC3)KK>}$`O zoGm=ERw1*#?(v;uRj>8&Y`$oCR((^Dpojg1j0UY`j^UlzrZJ18%f#J-`d{#WncS}#iPVsznq`*_Lw$Xn4TfTD%U#5S5 zyb^h@?7_xiItz9&z@=7CR?(`#q#uR2HCRiB8#I_F9jq?fBnR=@>S`C6*E3e zZ(y4EXqxwN53ism&FMQHb!k`pXUz(jTsc?r&CT@rrs^GQ<*cIiEn(z78>QKurv3Hp z?eKfm?`=<>KW|?D`M7-jjC&4JCZDFxnw3>09O?C4{!*l!ww9&k%_&0KXKgN)uHeYc zxx3t7KGy&61Dt7{9v}Tn;*Y>y9bM;+YnWRpOd+bDXw= zSNnsuecZJ9wf&Yt%<=fmU7+)C_x^KZZnfGLmY`;9Tf5%y{D~79->b4;&bstw@h7%8 z9Vv@HACJqQEsDJ9VkK67zjnLk{>$H|6kI;AOzZCQGr#I{r@cG9>fOe=_51#Qi=Hf4 zcCYgJ%wx}&~PjQ!mCmisG3zL+!7P@8y$=oOHwWwSAApKhS(V!zi_D z&+m7;%hn4u7-f8T{A9Af*})mhd}q({nFHF!{-B-B(!}BeXc*G6Z`Rl1FBjcUcZq8I z_{;5$ILN~L>qp(qYiqpD`fYlV{5x*lu2-wPa?N#DUpk|FmaFRD&*!KAmRIe$^hQ~h zTbKFDgE?m3uN|23RmQ~Q`#J0P9xE~oJWp>gnPb{un0`(Mbf?eHNahx)7nc{zu$PLt z^hR!OqTlhGzpQ!HvI4y4x3e*?JOj`GKNzc3H zS**)cmx?aDeI<(}pY@$U9Lq9+32w{3Caik3ROQ4;X6ulOEtiBJKe_ptf1-5%Tm6j} z=PkSV`umQj?WV1tzL)v$S6HAFrS9%oa&n?~`it8emnWq^VCwYsnOMf$Kgn6Y+J|k< zpZcKvrQw}i6XJSiot-&B({QJ)%DSfkg{fNw3omYw+j@PaJMUDzw>D4tK+}^yKd~wl zWq#{Ud-vi^iWJAjsvj@T&)WJKG>HDdJ#q_+Z@O9bl@$|zTB@oZ{qpMNrKR1RQ!*xK z-`T=H@oTITv***3UpB2W-BOeFdl73KHp}#djH(gf9YoW{9L1BTG5vx#I#qe zh_stpc`s~%PQ(V!`Sah+-o-yHPe+a~s%=%Hdg!hd<3ZTS;mJbTOWDS7sH z)4wFK#ymeeJAIpDB=7mZ8^1NKGO2L?`Ef0`BY#NMHix=a(RQWs^MO_*^B!+y80%+SYsx1y{O}e$s4`E!vD21ShBd6Usl{6SJ$`7@H6I#xUeo{okBRr%o7B{cat{9@A`L;!vXFMrUA!#QzWn&S|Nr0hXKrWzS9mMB zbW6@7t}NS9K5v?OThX24J(7=kTYg@uiCMov1aITLU%uV??;Y1yjcNOz9oqt)Ho?9>dJaM{AZQPYWRhl9FCu!{?$8Eqwp->gc-+bk4*d! zpUGwO4z6oQcG>W*V@^GvVO$zIZ_Vm}3vphLkM({w zJEy0eUHt9M&1X@Y%S*&e>rEmSMjG$i&i{Q!_REM3L6*FI8J$a}P0akc=-Z4{XBDS4YAd2{#Hmmd~AT(N(<`0P*nc&lf8 zWq5ko_VQ%YrHp4egHPGt4)I&9XY`|IcIt_n+r1BOv(>nMIIhHP{|&XjD%)QEQ{DWN zaqD4T@%b8t7xg|n#@a7n?(n%bJz;L5u0Xw{?b1v(&jk$Km-Js;eR`+(yeXq0Z=TK9 zE5T2z{)H8&3%uRGbc^TCyN}mNx-zrz7}(C(_xqjoX1`fe7oT^Oo*B)^XZx>hR(|CY zyR^!eI;CO#>w^7lO&`21akJsw@p8?Csc%igF4nsK&VE_9YU!G{x3;eSP@8dVuGxm` zZO?D1du?CKwxC4*%Jap>N?AV_=Slzl@6f3Jdh4R()(^@Ct+k*lpl4@QyPThPX_uqh zi*lQG=XF+_w(qHW`S6m#-OB;Bs4X&ujwcfBSGqs5_|(Vmiu)HK_NUo1@3)=Nn?1Wz zAFRCYS+@CGk8YFv;zyUy=G1LG%id{xw75)i#mQMupPjgQT>g#j)&GCL-v^B`m$tC^ ztoda9_WRjIqh=sd0Tb8>8E>cE^utt zs*#_?xs><(R-W^x+AiITm=#)j$y2?ux#d^2uK1O&pym{F+TyA6p7K9*PT=}|!JN;Q zLG|d-6Oo5)eD5Dxnpw7LPwi6=%k+xyLMt1`wyC@C7*+Z%Tyrb(%#~{#tD=`3wqAeh zw!O}TMUQHY-@V%ULc{s|-r!&J3zjZ1&pFt!$Vq17NukRdW*;$=*636D)xR)p_nV%; zNi(PA+>72??rpJ8g>l8KPhYlPOmO#IT-&sT$LF^q>+90x#w#?>T5(NVxu|ztZT@sRLI{QC}GuBU#O{19Gab6zSv*J8cx zwi^9g3HP`6Py07N%_j8NS@ZijULQ>=9k0LraF~DnmA@JHHFcRmmHu8wjn|eY`R`_O z99a~Zuy4QqS*i0~-`+Vr6_|0z?(*iSz{i){OD1hO@@nSVS5q8iQ!f4QomRGU9&=^g z#uIaVU5$#JC%(~o(ro;v*iz<_(amCs=)IZkKJ#{8`n`J#+u76ynb%J**l6zMw(fZ^ z`wAWRn64vcuXGK4f6dO(TA=3T=`|tyoaHfV-tFgXSQR!!7&rRPHq(8Od&sbMFB^-_ zLyoBI^BTMz+H)WJZO&%;+P^8n_k#E3lQY*WaNM4EchCR)vwM~~u60=2wK?tVsw+FP z)6VMe|MTd3`K|jNU*Fuk{QmvcJ?qyLu0J*7bx%pw%}uFKckN|6weQEHZll@r!o_(# zBKP)gy%JpQ5ZcBjYI2d<4ZOm5{bOYVK z>Qx`>5AgEunVf#!-X+gw+x{bN)xX%+-hXViclp12aVkgW+-#L!8@xzmmrCxd=9k?^ zCQebU?ceLuHn)2ElPzn0Y}x5xaIS^ta=q5FK>g0Hm3Q9QG|WBLBc+rZU9qhHx_)QW zJqCrM7i+4$nA!iO&H4S~aewN?MXrkVF}WtWoZ-n|F8kZxO<9}aFMl@YqxmmvWxa>`Esqs%Qi>>W+pqjUzK)t*3Z56ufIQ? znZpq3p1>71zvfft_lB}#7tRSi{>0M0>h=e{vri`%9{2daZQee;TX|XcrX|hXw#{SP zv&putwdYMry~=0p`Zqgocd%RB#}1QsSLQE!#-W`a)OW;8UgP3d>u!r=iQFp^deejR zc793OyeH+P5Om^d!Ln@*>|}|^K8vVCf8Z2OC5Purw706lrhnM z-J#rPaN6qetuHSxpRLFiNV~Me)2Qgli3a2Ane$b3GcUV6i<*}9_2K0Qf4TMdBuLe> zOMPGH+&(LNZ|~O`yY|}s|5Lo#wlwXK!a67Mb+BaU^omX;`-qznriDjO7 z?c3+2zh~`pe^n=uQRdMScCzL5iq~Hna+d~dJK;I?VeB9GzSZ8KQ6Nj$D9~f}o7=48 zw~6g|dVFi^C7YXyxj{1b=7k*SOg?tv;`DnOk#@Cg4F#9^qt*BLd zOD`~&S#O9Jx7?7Q{`1}P`%nMFH@-2gl7#C2zKf z^0M%{;bk84vwEB4g0BZN`%1m3ezCBfY1)~&mCt6XHG4LjfZByKPo95SGVAS{*THh2 z?Z!9VO%6JomS}$4e5*e5+nbxI=Z=NT{(Jxb-}&9Prl&O{-fv8(y;}17RZqvR{ZThd z_LbNi>y=L5_xe>t=7I}ak1sdO*e@3p_Mqg%1jXN9c$_N)W;88ix6}T6<#LCO(WIBV z%+62jKPIcoUuWZO_os5=3(IBuw~L>ib@!;6x0<$|(KX?38QbF1E&u+iUg~>2E{Exc z+9^q8LrdAE7F#!ptoiHQRX%AH`+znSy_*KAV|7Z=&|P9ZkKBT%aMfo`@Ns z(}h|1O)Qp(@`4VIKGrLJnp1sFf>*&;?`>SA&!*VTV~aO2Sk|b#TC+sM`}Y>dopyea zj)J@<83Hdsw=l}r{Wy50WI1C~-QQm)Rj0=!ZA$oavF+NdttE$f%};=KAy-9i&A8}v ztWP$(ulSlz?!Onc*#TbH&;N?PD>iHE(#D;O`|WPM-;wS4ut(DPTh*C6cVaBxY&d-8 zKWJQzQ9hVie%9Hgy_dI^Py4p|QqO9Kr>Xxk0=$|_q>fx(v*7c2`~7EfG-K`SXF6Ry z$>pV4|8(-xrHpGqv+qTx9V829?OfV;OnqL(Ar{@}Z8@1t^FfO$?%&@3_uK7fQQxIQ z`ZdghH(jZeI{W_K-rZ|rb_Q9Qo}8wBPHta#Y~GR|>3_p^KAZYJ_3N|$vsBHzIwt+S zG)L%h&z`TYKU9`2JNa>XjJ|WfZK#Z2wU=L`1K0L-Q<_TaJ4G(;W}o=>Ot$>A{{4S% z)||YwX==d~_Jw5^=eciPy2f?$Y^$<28m1G|d@?t0530 zQ>!QcpYnYFPv5StyPJxpM_+rZIptfXU*-$}(T%VBF5LXTA^FLb?DrF<@GQ%7O(|Mx zW@Nj9>)QFri*!%FjgwVSn7i=(J3q~&CK#xIa$3fu;|FMCQ|)-+Mam9LzS zg~%@7dTXwAx!Kouw{l{BTU}+DUH)!jcHB?DXX|f0`Mdwk4vm*H-c4ZU6}KWvwuWwfpI^|hIsjP~+6xzA4g|Lt~u(WjH@vp?DET3<reNF#Q)tE@@}Sy^CzzEGv}i&URS%Scy_W(ivQJ3Ix8<9 zyRUjO(?s6o>|;GGg=#Lr?3<^yZu-A5+%qw7;?G0UYyNXJyjp17o;f*fY5at(XTq3O ztRg37-QTxYQ~mVGlZlgCE?oAvfBW|Q65bPA)hDJ+iP}41i;v&zB==7#g1=-;3M$`j zy*{f!P0OuX?=?^7tj1+$KLyru_*_lA>i43{mA&rmc*Bu7W1^1f%{fc6pX@SUc4FJz zd2NTKCS}b7&o+FP3Ecd}wqnYh!o#&Go(sRF`mg=%-L-AqhU!p;^`Y73UiU9f_pWnX z`18@%2hIFORtyXaZVAj-b$IVmlW4E?{O@kXtXsYCX3)~iRd1W+&rae`*Apr~`CoO1 zi`7zVRqb<$pKmR+S(N-Z<;{=XsV5AV8zijQ%C&v%q$bm1*Dl*s$%eb@>OY89ep`E9 z)ynFY&-8m+GJ|)Ab22bo5v&Pbzu3e#v^nTjbk>;#d_mC}vj0Mrt52_^=I)7m>9zg=fp8t{5&P?74kn~XxD)3d&>VmPL{ym!iv z9TA!u8WY;(>t+NpGB8|i>se`)alB7fEjsJ+GGC)5$-+CIwlFW*R#p0G{-;0Y`#l3U zsw;>-7Ra3cY)Ttvpox3GL9_dOo#nl|y&nlFZC|J&koE47l4gW`e3zMiYC+=e*>ZKh z^XeW4clP#9wg2~{`PeB2h6Pa*3`5!X{&>`_rm@sd@=jpZ=3utc37-GWqi#K|N-I8% zJbIYo@7lDZMP=uUd+AT^+?G?-Xth#5^>E6JIebEsZwDU{%>DjqL7(;eCC;k1o=(}b z$ENa8r}~>XSq6px_X&of$3bWFSe3ui$-cgBD&t$Jld;Kcp0OXV=6gS#=V`36e#41B zZ+e6>C%>BT%#&}^@|;T>T%~uu+8DmnadTMNS|$O*F77h#f2SfJox7d&eboZK-G9FQ zKPfF=r+@O~$xqMc*U!oXoxpOavuCB%v#a6prjDAWrykt89KFg0GDc+Y_G^1?M%}ft z;LqDcPWNYbr$pP`48FSd_5#78+tTp@Q<%Ig7Ci>d@fE67_XRe{>RCPIDBhIz``g=3 zZ#JLbBnUckZ=zvn`;+I-y|1r}O?`T5>ZR48%#{Ui1XiworW31teXpVGwzucZ?cF;) zK-(ew3Og<@v{#(dXY)G9^53M_M;?|KU1*SJl@|AY`0Hm6Z%!d}@qkBK+Om_gygWP- zycrl8HYg^q;;VeUcDql2*W9qv)!tK=W`F+m>Ee#XPfx_H^$GC$ymVTQ{xtb(VyD_{ zkCv^ETPrFntuB7=^OiXkKYLl0HYBW{dL~Th@`~vl%@1@}-B(R^pYnB`ogMpU!7fE@qc}w)08*U zpG}d-b!na8vHrTlx|%nknKw5|D|1Z=F1%NEGTt)y4(o0SxAHJosDPNI+X3^Zfw?#4Au@?1KI#>@QZ;#A&0}~s-VB^*C{*mCQVhU zjk+9heSR=o`IOGn&ZAv#oJqlKBy7gU7!F=DBiA%1pj(_=^ z;ngOM^qwOo@3i}tRF$pgdNrZ$?k&&rerwNuI?QjMW3--8K`6H7*uS6{r`S>|N8bed)j)7Mbl-jF7Lg&TIA!tU%4yq7-zOU5fz&` zf9s<4zN?&Psau|rmOr)pdx!FqL%Zisn{mUUjc0|@_T3R&*Un5`v{qZfJEZ%3{SQ~a z-LDuo+Y~->ku=MZP>w(T_TJv;X*!WgTOChN(^a*zvs3wQTJ|QQ^5@g(XFq`sjhmgn zkF(-7XqwTm=HpTEv-hvMf=(vf`C^IBVz=H^muhvRxB1-KmaF~t_V(#FH>dyJ+sl>( zx?XsuP35LF(cAqlUB0|Det%sNXpt#s(Btn7(4``czd=XThAeyX^yy4b-GCj?Wz2{#B;J* zUHadyfO@lQxH9fDbiBy)a|Fdx?=%|8Ee?Fgo z|F!(}_4U*Le!n08@9+2cLaVvU>hE7!8GQC*D0Aq)reM(Co}Fjsmfw>!&{$ga{ax-g zPvhfte?Gc@ws7!u)Qs2No_LteSbDzIrgZJjenqj!ILJsX^V5yS?Ot9rJwNxaWzCzp zYg@pxe9%bksozYN-yRhf9pn8jIECqug4OQ1F4tclxS{msOZTpQjZzH3j|p4cacU%y)Lm>1nz}*JI0P-p+V7iA`Ah z)sQ^%EW-sH?Q$(;1&=4SV8d3Up}c^YqAv*5<<{QY~c-v=#&Q`1-)>AOqs_V)bg zuh;GNogZnf!Cc$>Ic1D=UY)z@&_-FU-2ykWH_hX&wX&F-m(>FgZJ8$D>zA;^U z@y-ryH?FX3dCsOM9P@?wrVg8i2Z&OGKl(f$?=Qt7JKS6qzPn7I4S zk84vl-2H!Hq4U#r`8os1;HY!U?UidxCVMbjEq3q!W?lT^?e_b5O+mU*TMQVLUYm7x zcB*kKk!(0``+ZL2HHEOsOwD^elE!B~G4tDO2){O+ZPgcxpP*^QhJ9>n`|ST!ynnw| zVa7DEWlNUKNIffe`Rj$>ceZ9vS5Z-UBl;v}ciCD^(caFFb2RwfPP0FL^vI`jA=^G9 zBb&X&jULC%Uq$&`j+$TlEpoHX3TNSyp59xkr)GVLe7xHI+r)5v+Zd^3>NEe}4%IM9 zuATU2+s1%TTd%F}yS(6v<#t=I0In5k>!!qXo_xD*z1=aH#K}`6^ws4IZ|Lm*`E2&G zL=mh_3!=46KXEjWJl zd}5T6_zM2X|Lg+hhx|Raz_#z!*6j2qDbP)Tsb#;)tLFbI|0S{X<(j#m8UG#$!$V)* zT-xvJ?QQ&YUcc?P89VP^`m)bNV6n-Kq_xvaFCN#?U%mdi;c=PG=ihgAb?w=^@0|5} zoBfU2+M6?O^Xl?1@7=x6zWdFcoyF__UpI2Px~H=E{r^nQ_{+4nbBHQzuVOX3Fzoj{LRxy=$|{(}nj7O$rt#KUx2N z<~HMt$SHE(za|l z{dLLlXX4#wZic8Bn~R)WcW9UBoJ;&H;&;9-ktujm2lWLE<>ai%WL(t0@}MejTjsMVY)6y_5#HL7`_fH}T?&)L^&Bl*@&+TmdG;c>s*={1v2S#?)dUR@u5 z|4T>Et?!=O``HAhvhkTFEKjZJl`{R5mKq5j^vqwKdwbi=(#t$XwePGJ&kH@aT%ECG zcaOZiUB=L%-YXE$0zBEib;AFetPq>{RHpvFOwstKYw%Xmu=q9 zMBjxvcjH3TH!U~OD7`1!f4bpt|5i{kIy-ZU^D~h{ug*Mnt2qDZwYVNbW2S-Q=Eg1Q z7u4t11g%?mDJb&nq)YpM|M`6WX#+E#!THkC%Qgw$-?2H5b>_b`>&%#?OMXcg21lR2k@_-l_8f1nyuw#I84o|X_FH~q zl|+lc+c`H9UGd7sY|;6I@Ib zL@i2QUGpu~`}gbh`beYyo72ySEv*p<*>d{y*U|)=nT$_MPt3L|c+l`FZu->&iAz{D zj01#j?5Ql?+H;JzV(vPLyD4~i!@Yoowo8n^|j7>noeNSG`&oh zm$KhnFE3kJS@-w%_i(41>GNxsdHsCgarj$7o1!z9lWJZu`zglK&PD5+q!q&)6SX)F zu9rVCo$33P)fy88@0`8q>r=9X=iLRLw(@xuz^(8B!_qF)Ey&D!~zGlg< z6vw_>mG|_z`<9*PY?y}Uy8Z`7S79ebg_nB8 zAM24kEUBi_ETc4KXC}Lkn;?IbLxcB8*%x=%Hfb@$+CMkF9`pEP=?>w?ca$wV&2^!aPeJ;$Y=P3k5W&X|_d@^v`Z|@N{frt**W%d^_I|&& zdfQc}K68hH?7O?R&a!{g8f;k$$v$D){*7^PAvj5flFRD1o zZ?wzTtvI4-W9FstHTRuEreeYMlM@B%n-7HuEXuy{I$T3>DOY-abj&2VKhM7(``i0u z`Sj?MrmVrbyTpTC!sND}yssXt!nw7M(P#5Ee~;hO?`;A3pWj7nmBPfoXh{I}{cuF81l3aCw<;@N==KCoBTHA9Q`162B~d z`a33%j{VMwS|=PH?Buh}zuKU#8dj8h(c z7&%p5neUFa`u_LEt3&~(JqnvLLOV~q|2Mtd$>{Ln?@QAbD43@mY+{|`;$#!BB_r@@ z1LKQ5&sHv0-NyR++uP#ZXYcK;zMQk#v0$5eIgi(|GZ%jP%=3DCr&CMA_3-PRZ@1l^ za-w;Y+1m+B0_)BiP20p}Tc&#;MTCtn{qnQ3v#-kN#qGJF`6cJhj=n8;4i zkH7cU>{#i&DRzscmF9$Nd^TpAm%OK9Z9#J81k=`J2YLRqN6XgDE1Z7NwPU|yqSlEY zACJplEse?Pxf6AFciC!{>X$dREc$Ax7!z3}LIW0(KA`g_RBuFxl61(Q|P%Cm0AI(Z}rh>5MU`r7*Rlbv<*gdV>W zTe7)S)o#A*P*9O@(42Zs^3#)9S=ZOi-Te4o{r|ty^K4I@D+z767Z$uaOt-Z6KyJ8# z#mhZP;R?qTx;dT}*#G(9yz6U0P_MlGy)XL;-ZD)2u(RoUM~rUyi{EJ>ZO=KMxW81W z@b@z*S6C5aJ$YC8`*&u4?oM97Za#B&(XRLVexLgpwK{C=tB)W5{d_JDI#&19w({?H z%a=#CPqIr1mF(v{V|groU5w@Bz%L~ zt0p$h&IyON`UglFaoVcP8 z;1#ZoRIer{_1d;qAS>xBt|BJ)x|{%&A(y@#LDHYKI=j z-gh@PF8(Eb_oKH4olmx;~l$j;)RM4#B*Wud1*&CpeQ4*ZsK zU}^Rc5={K(Y`*L8%jclmgN&uQ^X7hgd;9bv*X}!AN)>Y%?!Ew>EIxB#+1p!QUm6`g zzu*6V*WGo|+w-#YzRpotAnT|3#AhM1oJ_oJ)fbO)`#pSjV=r7i+V=C>Osaqf7fP)R;<=nJUr*4wc7FK zz3BV@^{z^pY^>5~nXvlEyn-;H?|PzzEdK2QNwWR>Y&@Rn|Bs%VpclRE%=56mxaC!0bbAHQvv1tX4f>srs~DsT3*>M@%`26 z^|SJl|KvEGRBn;&2xedcjV<^xA5!#rIY;CA$L61(pRcyOx{Sewzs164AKM|h9_D#> zA~fFD{CLY2x$B-7@=9rbn?VFY(ZO&D-n$UD7A8 zYl4EJP52y__~7tKd}}vXX{c~itSJpv^*LDB&=;OD(a(un_k+Ou24&8lj`I%fQq)lB z`MtQ`E~ts^PN+cTtE;P*%Y+tOTkz%F+yjOg7Zje}Ym}H`U7iP8kS}!DhV!^U3+Q0J zW_JFtorNddnhsoA<||zqKjoBU@fwo~pB}+S!n>|Kv{anq(Bs%q{`uM2t5(K~7A?9` z?9|ctqIuGe$H)6umqwXpC?Wm=%!@kN0ybAdB`Hz*!_J%g)c(4yV}0D- zDH7iww#$2+pJ%)Fo@+}5Z|h102KiGPz8xy+y71ZVZPR0JXAPsOhiN|(|G90v8Jv6V z;zOmY+%6s`Z(Nc3K4+2J;^-yUuM4XhX=xpwH(6j(@&9xc*%<9_+|P6maDJS&Z~h;Z z`2N`|Pn8!0y*PK$v59@kl!KB&JPt=1R(I@RU)rE?-8Jvhi;Ih=a-X>0;LP*bDePK@ zpt8yoM@hv)mmV_R-kLo<{4N9MM{x}wRz}dq6*1kY6;J!E%qF`{Z{F&eQ1r^F>5I%> zhi$S}Pxq|NSZA;@(!eQ6d2{?6t*~EFmHB^UM63KbIQ?X{iFn@G9wO8Ee61W8XM)-P z-R^nyk9@b<ZLWZPRHpPF&HGLsW6z;!!iFy12P|fA@C_nxdp~g0s70%8MXgmqWJYTuMiT zO|{~+r>@(pcD7v5$s>U=kzLZ4Bewl8o1~Ax0?^(xRj-4BKR=(h|GiX$^#R|nZ@2S9 z-Go1Fbdv1oI>G9!?%>44Yqg9?hJ|I(HmSK%aycQ9aeLpht!{VOG~vh+k;>{nNs<5F zD?ZOHyqFlYJE7%C|GBE~SAz3-Cr#_Oo&2=lo8zN@&^fs&PY$mWZ=Yc(oe&O)#AmuhHo1l zd`^Ei;nq{9>-(h6thrz6@~bCW=eeHh%KeI-p(n)krhabscB#0=5yBh2Wm0(i&+rwh ziYmW7t^RDkaqivokjXwD-@j`vI(;~QMe3F%`PbLUrcV-Z;!w0Z7_^Te{n3%mSGyu& z)?CqH1kVZ~N&*i#3as4%S`mk6)4^S($fWgN~%O zqRNI2tvKgHi#|u$@(3-63EwwG>m~DKHQ!BD7A*o!9GngsKCA|vot;LduR^xoSyX1p zd0y!`kKq2b3+o>@x*7d?8dl_c@Jdi;x2BSI|LrI5gEc3moR0YxQsL54BK>LYlV0r! zN0rrDSeOzYo|wI=opp7)6Vnv-cR6d;JwG#3IsM$6jZljWe(0Js929rhQpl>CwfUQM zh(@@HUtQ%}#>#E3vgwld8!OuXl&ZM$9lKr2=U%_0T7Kucyu&$Cx{4|S9Q`Nt1CM5d zeQ@XgBe(SO^)D|kkG7R@;!td1kq}wdw4mqxtwleV26Z-t@wY!Qkez*P%KfS>6IZEn zuiQWRjgqwA&6Ka4vtxWd`psEY`8c=eeXxGoXAe%rMu(KfO+xeZw;q;K+*gphGAU?% zn(Edw?`l9{^HG#5n9-}IX3v>frl%v1iHjXG+83}S;9kt9x7_94^UHcw)r_{j{r!=p zUB_yY((d!OZFVg$I{Iwt^Lw((yjVCDSzHdAiVB`RsbKf{fb7brHQeHQQ-sz13fMRm zTLd1N+9>lr$g7#I7aMfiH+#y~DvKjYQPY%Bcm%(>_HmzpYyTF68*(n=0)(ma~*@pSy7+t$c~*!|aRyH2tI$Rb&N! zdV8^W|LW+Uq7fA!b!F9@XVzSbEdov*<^eOf96n?((R;jmXIAF4j}uK`bzhYE3KfkH zEizj_?}-(Y^_?ipS(eTzuh_D~nRVgjCH+4S}6Q zg z55EYm?>H45&}F)(d$TLY$C)RZo*per+ix*Rui%?U+ns>tR+SNhm{(f4~(^IKcHPzqVO#Jlp^y<|1$6ntv9@QuOzp^$u{NL~Q_FM0FiRo%BJaKWc z`&GmEy;Y@OA9vU3Pgvc4D5T+;_tn(_PD#m&*2wX33V7Z7HNnN@XoM|~lLv#4nAo~q zUsT`5Cw>j^U=R?M)ZA{qQhRcmZs;KqzdX+m41udWC#wnZ=tOVx$pW`3zg`LUKiO~p zZ^kpTIUAmxogF^+$hM4&PH}ZVQ+Iy5mA(1N&yMel=4jv0|M}_ZWUr}OC-;88r+s&K z`E;jNu0k*4ggZM5Hx)j1E0x*Z6|}FzSYYd(TKO4!*WYRUpZ)9W>*>$7bqcGWI?%}c zbbkH6iGO~6_I`bBZR&*ujzK#L5-%UWv8!~o(EX@wIhw)C{Y>vJtN8fn)sA1EPU}Ct z9$!DTU9RfH>W>q95;fx)7^DB3nyP*ElkS^i?t4`7Z)OE8xb$_7zLUqY&J)2dN}r}a z;SpM&QR$s!DeuQt_V(7%NM%LmkdP@>g-4fqOjIg*c!>4pmdwdDpH8X=tq#-u`Fj0+ z6^Ru=OS^VG_{zpqHUB}-h6G2;@^^FAL~r-ISNlCy)i3Yjj=j^i1PS3xEdm=U_1+AL$Jx!l)Rz0aCo>5(*cyR|)EU)n5Z zLPrNjsodYc-|vI(z~SWNTz3BY+Gz8wZ#N{)Gp@W}@tAk3?6a20u1I#-V8$bNb{5Yy zyRH^GL*La%O~=N`>+Uy$uvk7SgDLHO8C4MIrxQ9N6__%LF#YRk^pf8P)tK`1<`|Gkfa6CRR%;wn_71b{2WI^T{sp zpKo{W{K_9cD*UEOE4*uHm;d(ncwUFOz*2@!r#5kQ_$MFl3q8HANnEC&;+%Be4#%l? z7hc(ra&pqAd)4n(eqHz8(Ly@D`mL#|h2xt~Y_{Uc?tN!AT^D&3FoR3r!IVq+N^SFm z^E)~^rzY`ARQPe6yrodmdFH65s$`M(;VW9%~* zx+A{RJAd!jX)${$E%VvlCl*nuU z>{k5jjHGJOLLCGDc{W-9O*1YyfVP=MnY9^I*|dp;^(554_-U$bm~&&p!YKCR(|2$D z_wV=nqStG;uL`nwl9?zuvwkMy@q23`H-|{x|NH&^`_F$L`dupS{j+S1Nsf#~frD=O zn;V8_t!m%APN?lIb6U9OJcpN+qSWEJt=}8XA4u@?^H0|dUUuT;<>l*NZJiLJ;ls-D z!=ERX!QpV%n`7=q%Od_-s~U;VEp3^wMwh=&YtpM0#UsMo?@iG1nQLDkm%39x=#)gO z=w_c;y3yM_dZkQ5BrpE@`Z|{lA?; z1~#3+)!*NRD%}W=uU&dawP4PJCo+i_1uP8M;vE%AK0iA<)u8E;=A0+aGk$)*Umvy9 zGP(3%>(zC!(f8{A*KY0Kz?byr*4FH)D{ky4Ojc!(+WB-^^p&rRT)QvXPXB0j{i}dt zVGTov?>nahinA2%#NSW<_~_`Wp10HE>jdK)FLd;1a(D~utYJLgo27d(hIr>*xCq{8<&cdR6k(9DAYr3k^gQQfn?wd>FJm zCS%)km3zW7)&07zWFFI0Zb`8eEL^IpW5u67tzt>uR<23<{&`!^Tv8Q!b!N8t`JHcO z#WQc`HOhMM&!JMXu4iA#%Sl?g%@-Qq$aL6faJD!+kh<1WP|BhGLZI!p1J69;^gf}o z2P}rnd<)g*RXEwI8#NcqV-#c*?+`C|<&g4;)yCXuq2v2|d#6e;i%Z0D$CyjV`~AE7 z@x|i)Ro8da|F1Ju-?8V{tJPU|#p7!h#-)cbZhZ56etlSy&T+Da#amT;4>7j|MRh3$l<}7rWL6!-CpaO*yh+|NG)Vlxc=39 zx?bp^XQkI;mmk_6d$9PSspELu4eJ*Xua|L#fs-uJgF^WJ6>J)&&_(sedBq- zB1H|EpIMQt&%STJUuRtE&1msu-OguHkz2E-YHdB7?an85=oI6#!`BZK8$al}{JS;A zR%98I&x}>IxrUvcNolqpeLCH~dsT#(EbkPU^t7e5)jMS3syUI5CZ0IKv2$fz=~fw? zxhFV2igq|#G`1-)D1=Bj&tjAb{Qd3i3iqPEeevC5x>vRdw4G^)=rM}U=|Ap1!T12@FVK#?`?cTa3Ype0DoL?0 z@9`+3b9+jl9X1*0Y~}e5^Nkz4SQ)i+x*!xjuJoGJpGOreSiMPW-+* zKW7x|OkDTyn&Gs}LpNKlbCn0)+f#X&Gx%42d7kDQdvq=>q8+ z?$;)MeRcJf)H;Lsi|haQS-%S?o*()k;=smdejg6~c`U&)*QzwAxU-h`yPix~)S0G& zHXfZb;w`T62RCvmG)x4wj~EzC>nd~59NYv2HKqTiLesRt zO~I2h4^1zdb4O6<&4JiOtO8F|92puFm_ITeI^b{rcS)Xc(;KCR52?lzF1OrK4Sz1` zwL~E)WL-?8T*ZUNlJB4$tH#AAM0E=kf1f(T$y|8KbiTUsmJH@XmBl?;#w7wfwRi0~ zwPwo2=m!Ot#HX0Q(tBQz`Y_+$vO>Uq%Z3+SVy7p}Z>`Y_f6#JyrW+ zt8eIQFt#LQp80s`^;U*wTty2?%&n9Q!WV8aHvYWA`kiE}TYf{gkNN%+>x}F;HVDi) z)8Nf}NRh>K#}NfCWe(XzIxQ|TiwmAi)eb)=S<%O1lGFcH;LC#zpPm?8E@pC9-dUyL z!^*H>!YlqCzeF{B1kX>&sF{DNQL$yh8A}_?qQGl#x|+kNA#NU%pAn?t6RA_Oa)I9kYJ#Vm`zZqi*5ZzT(qa z^ZQFq|M=Kq?aueiuiIlLtJ9Qy3G)}U2r99-I9X&zZOwXWmLR+S^jwX_pFeMTe1>PQ zU%GRp*7L(gGWj#AuYc9Bzw%DC{5P*s_imXLXU;9=<8trVtMAZqw8nXZiLjqB_qVxv z{N~z^jhPM#ytlRx|5)cz?zmS!@LAV);X_{qxAcEpG)F|q$m(69+(uBF=KZ&iU+3&- zTRHiRW1<$r1+gD{b}m}-$#h?>#)Jz>gQyBuCVphhi zTQWss)~~&-Pis^}9JZV4HYh}Ao}FcS%9Q!z%bm~Xd5df0l|)Iz+O89ios?dp^m1}y zd7q&F>vhley>qCr+I2?pb~@;$_x=C>`ad;zSok3Bq=v$+yPsd`Wkz1TD}0FGMXH1U z@^b%hJ>`_5mzzAoZCV$-uDr6SU-HEyju_?(v90QFk~=gs?zikdUTWKPz3|Tz&0sgq zfPL>apEv1aliim${_8O{|jWe9!dLsQM|Qq_gs5MK@awb-LE6sgZA~D@L_k}vFL*& z=S5~cHQAiL%1gzZh92|T(?X6-k6rM4&U!!XDf!Cwr=`Ouug^Hh{dBFsBqL^~^M>E8 zKFBDEuq0SK-}0jUc-^;~=~sHXxnw{r1)uB4-F=D!BedV(&yKzS(m*jSZ7=o<~(nL ze#PYc;ujYd>g>;VTVTU?m-S(eqq_x%NbIhXz}FXEzCUmOU!mnZy`0@s|Y92V}suJS(OlVV^z!IB;0}RjKS_ocybmh!UryVR%oxT+-mdhdp!s2PX;F&`5s^FQ#j{g0lm+`*YsLNg9>uUmHJ46|2aeC1Qo z(72bc;!LzpHai{>uJZdLGjVnEp(*nh?>}<%n2XoXM{gQj&UBs;R%cyp`sj;*Q_-9c zdsJ0)tn}08%?Mgmk*FEDW`ePD>x2N;^1IH<4U#o>yo+cP$Yasp&Ae#Z#@(t+OA9aU zul-#%(}FA3uIPRT{cB>YSO}&X>z(&pAHX ze8C&uxqO><^_z{YT$bur}uj;z0 zmr7@*E9Gfc)pB$8fA~9H&WU4Z)Q6`An+jb0R0_SDqo!UpZC&|5$?mA)^GQsvn+&5_ zo2CWsYL!{&*vw{`@4mXqVtIho^(CIdQ$179=rlcO6wc%jaw}wz{Q&AtE#L9=_xt_U z#;YG}X#COAkYW7bUQ;vYZRZD5X0xrpa9*5l+?&M+h05{5zRF!GJRObvHyHW;9|FxKhJw)G%XHb zKauYC;n43Fi~H>+?S8jQJ9fImlO9p+FrT;fJ?xcv73*uiUJXC@_c_p0z% z*2*yy^7B=^ov|wNTCF>W&@GoEN4y@+`s1L|67j=w%Kj-!WbW(riTwYmI_C#JZ&ti| z@Uyig$An$n-J@+)Cb6!u&U|e1i@|SCeC^lJ%4ajvubj-kzppk_+;q#F`KH;^KzE(2 zik9%3rRe4$(d2weBWUNmJ^b=^F`ZH;3bHRR>n&<*X>Zpq=RLA+`~AA;xca}Pmp3Xf zbE#h`nBcJD)NJ$hMX8P}GH+~H2s-Qa)5CW8Ut9VE^Okv^n_$}deV3t$^xR)-1eW#a zsmzH#c#+wVGhv-!zZDB;;^l$f;h4nxiFStl6*;kNVaxqwx9&gdU~b=GerxWtsCjM2 zni&ZnD#*LaC*hws;_tQs$X5vOb@6CYoC{WkUMGaxw=oS)8ncpP3nug*O$D)Zc8+ry&O(cAOX;sgs@`!wy@Y0>6&yxNK_KfEF$cDRV0`Y}CFXqL&Exvyp%;?(zB#K{>tui_D>>LiDp zrfTQnyQSAp-mm|^_RvK|y8|yR#J|skL zOmf}zpjg>$<4K{jDR-e2@F`GT+l% z9!i6mCx3~5jLQE~Ko?DmSoBX0?EUCtCp5^qXa$TUvw)u0H(B^ib#+CrAE5o|e^{Qcr756!tUf zhJEzt7B7)2Sm~KumD0*RP!P^(ox~Op6vPEzR57wJGVa z+1I;mhe94ODYEx5IeENb5M(>2@T7fV$wi$Lwo@9Sxn>p^ObD2A%E~GF9gjfbDz?)< zI;6X<jIY^6j{#ym*>o(s8aCa`uh1=?^|A*PI25Q`DsPKx{e_G zNu?JIpDtg}d~}*_^pzrAw)w)sNn9e+_oS|Sd`H0PPuqu>LZNA^8!Uv@wcHg-dUK}y z!vjalf(H!sscJ0~7#8`=G}1a!dwW~17V}Pzi5Je;yZw}t;#KhHS=y`edV#^yJfKJ*-ft<-^#**j}XxniP=gxB1l3V#V?K{r&y> zuO8;`st9|%{Kd8fmBp^!HF^5 zr%akBHFbUIzaMQ3k)R=I0f)p>{GhQw(9R&;a4pBgt|h8k`Hm-pR|zd|6?nA0<@qW7 zM8ltJb3Qj8fdnHQDoVl32URbTTR!Vs*&(AqT_$y0x##bdBRSA z=5_pe6Xtxz`{#jUz0#JpAk~2ZGd?{w+P9*kVCS}sIS>zNnMc^NIB}d5;0iu6Rmhdw z>mk!hKdWaxf=(QYF3yRk_;2p1+`LOKT*psIc}MpN(IQbj)t%iJS{*n()*o72jFOSx-w^_ZS}VkH#etSnu6TF z(BNtQn_FAG_2Txdm?l}{*K=f=hW^E$T!ld#ij2+?E>l{Li*2luIKnR*oN#)Y?zFyE z(9FR<#`pWF<`!s$1Sx&_k78$|H?r2+Z1kI&PxS)3F z72||0FZ45yemd^;?}mgQf8nJ4HM-~66jdH{oQU?B)E{Nb^+?~v&CTPdk?NEA|G%B? zleJzW$MmKK=FKP zs<-ZLRh7+m%J0`2)&45ExubCLl{JyZD(XgxijJqI>+3&!`0&&H`v0v@()+dt%=l#d zW%`z)qmS3faeY)?^jSR3+|J3vK}c+B^r56jM<$-IQ7k%Y%9_X(f5|g}5i#tpbJ}m( z{Hj-)KS67*igI$+$kLPGT*1` z_x}qzJ=dyq()<1Y@4fxv;^ww$&3#sGu@%2tl|TaZ$WAapk zvS()`HN)1-2w5K&`)${(GPQe7j9~cdbrN)t-K*@VKl|$_as;-)?EE zzHsZ4x7WKKTRvB)@cNoaWkEr~m)j0L-t*~{_NC3~{*s1CEqgv5lMes7t4VU&r=OC) z!dF~s{Tyj4^2mKdPrrcB3703ymhzt3K8#$!DiV%iZ}Rv5eO9*j@WTm)$;UeEgFwr^ zI=j4dxAUqg1hI7A*5BO_!D4>*P%HQPUmNe$d_HS(-R;%2wX2WZ0qu*OX{7MN!Quiqc`dgFeh(&t_BxfY7)DvWFiwQ*NFv=%~u`^6~CDAN%@1k z=%MqDl3c+@9R6{gnXc5rQg$xnRA>EKIku0&TCuaWeBR#P?myM?fq1G=MajqPV? zxHEMwPJi_D^h@bYZ$F-%rn|Z?o5Nq$y3FKm+RIBzSB3cHzxL0$z0J32>Xa!Wprc4H z-*ns5|Mm5C?d4K)g3Rv}IPdy;^5n^&{dKjK-)^Qqomc%X&`)#6)d%xl-P*dkNax_g zu-#?3szE=Uf`TS($+;PHZC&i@ch(gj5}qDvQs!G^c+4#G(vp(zukY^OZsiv6itGB7 zR&MbnwZFf4oshCBS-~S?VQ}`FcG#MLr5h^dr$13TJ6(VNmh9_(pp$#P-u!TgTmQ$G zSx%tx_sGM;?Q>;+zL=pj>%)tfNy}4I{Wug=5;)I`swYm|d1T_Ggs%Y|@&OMwC42o> zXurfIRN*j1D|iZDz4F=F=F=lLr=9%s^Yhj3zp~eP+Ft7g4Me~C_3^m;bbh-Z3dg^N zYZPCPEnoS!Y16vx_o}?7#!r0nxLv+3;5xtkpA9d66+S+8Qg{2ENzcqI`amZwfL0?c zb?cP^O>F%9a@qg#(*>z4F`fcT6|!{W_E`9O>c#{YI6O>Jv9pT{TN}0X-unFgf47}# z?&|IiZW1|SI^~CC<8E%IsDFQcPW|wdcLp~{u(EsK5`(8~(?0zabgRyMdFZFEEcZwG zPgB>bJruk$fm5;3w_;vW7=PoBNKN?!OLW8jW<{h)-FS+UDHOck;CUex0e>;bDx|Sh>YQo+jO| z`@Oa*CjMD)^Ugz6<&K{sM8qmMCxaH-8gUzc%IGtGi?yY57bk|#d?~)ebhQivPPp508NXg1iJX;Ey z#i(rRXumy8KYpEz|GIUe@s5)6683d_{(L@fZ+BNbxxwPc&Gh-2hPGB#QJpm!r)%Er zeE#I!?)T>czI+z#P%IFr{c_RW%c3cv>5a-0$;A7~H)RVRJH{L`Y&qU|fc+zXaYtUy zF9}nwRY$wU%cq4pvmCvDtb4n|hJ(eTS|J*j8J`IhG*}-zFRQWpaIy29CXVO275Yv! z&Y8OR(xqfKE-GEB{WFW(Glgd3Fk znR52m{SCRPCX-xX_Ruy}t-z_H`9}Mv=p73bIu5RFt7LGS$Q>DCA!fv7W6pe>zhQyr zCFie)`xD&l9(kp_tC_UAz|)UMQRRW-v5*Lpy9ZRJcBKaY&tII}#iAT#aLH+km_^!| z84K@7e!o|}{`ha@8cFqI1wTRa%jb+N=Wsk`sd{#1X3(Y-Pt_m=Y4_&I?^L~~X_WIG z;hDnEc!z&!^NAgeE0S1uRZAY>-?76$?F_S*DC4H854RqC(Tdu#Vi)ftsiK7+ZYh4* zsonYcs%dM{sk5`qt4rml$T?{=Z)p6ZY>~fzlh-?}aoH*D@N>ET3wf&t z0?nWKeoHUXYf+!F-EXc{Xs6GKg+)*Qe!m}nT*bxvj3|pE$I26PtDa5`zhYLgzV`p$ z@2~#$8u`UHCM=V0U($YPiab~Fn-lIPm0p*1T{$@A4!xYEG<{{nww7JX3|yN8rvy3r zG#a};|9N0z%O?{Kmx6*F%Xbu`xAXVky|S_Cxm(;s zQHPYOHye*%x|>(B_{*D{#&@fBR8Dx!vMuLkQE2jkIR{LeYnjY@&0p~46&N_KDOg(k z{M@Q5yn50djggEk>H%w`Ow;d8n)rJC{(H-VOqG9qRQUHJO6xiAt=QJ0U1#oy&;7;V z;$7QQ-7OZYn5W1f`*d}Ixub~NOgR?2w^c=@eh+P#6;~BLKKANIgT>WtxzSJangX)K zD(uSN#XR+MekRe^n0I%VX83IDFLQo8a^P0g@cGGUabw{Nrm`o>v-T{Vp$`s+ zyqYFwdoN`>w&=)_%i@(zOoAPn+wYdmK2`0MZV-R!M}bqXj^-Tc1w1QVI)#>rPdUQ4 z*gO4j8}BQrJi+n`u6gJD0`6t-OuHs=c=6q-c`tJnjAC>PE;^WicF4^A{FINQGm7W( zJL7N#Bc%nh2d+*PT@WL%qpaU}(!^x;M?SO7azhrFpW-d;*m=&(+ruMZ{{F~bKCbf` z&SyoRbSCZ*$o=r|;@rPAj?bMPBVJuuIaz4IgK10^XE=q`Rv1*QF@L@6`XX2E(5{Z1 z2RD9uy?(z{YfQ@>=QGY_;w~B-(E{fJ@;Di}*ST3-4fys_N^kwe;wB?!|FhgqqFljs zOouo>sxg4m#mgB=Ei8h98(-Gvsx9<9`6%4zxIlxChe7*-#ac}2dn_u?dIUI}<87GD zs+#gn?*t#yu?xAnTno;emz{SlRb8Xg=e2HWPTWPHalBBST|FgFvPKfy~86 z`H~~&XbV^~oI1LRX|Mdj^+uKEWL+!KFQr~t$a+cra*sZlcDYZKcCOZXy?l&bIhv$eAYa)QfZeG(-VKi z*W8V-EBce)y!gW*F6!cFT(ZOF!t=jRxI~uyVQIOX=_QiF#=dioe&~t6^&Tw(LNhFb z?`_RjJLs#~Y>@hg&&6ZIg>|vkrAl1aS&K4zRO{v$a48D-8|_kfGV2FhQOkpSPR}Ns zGd{(ky<76vp)W5lKb@VwFYt81cZKQPN*pf6J0|wnv+OAT7Q?&i&c*0*=_87J^e4=o zrXO!t%3B_rX3({+Kzdf-QZLcv&ZmRZos|WaDg+%8WSuDT$dKu`v{}xJH(S~tdv=H2 zU{A|vm$G9%bIQqCmMgffY2)4Oi+?sw>udeNzEO3}Nd^VbERan(qo2XVq*iW^C#m8r zvcW16o!#BR>qO`D)P1?=9yj$Pf>)!*Np`q;jpzU7R0?yZn@Y%DXRt)*ve%)M=v zepCJwn{8vI!vo80vPLN$yS}b#QjUq3ccFOE^NuC0ho;P5Ao_99&*ErXkw@xBf;o3${TOLgXh*X#G2iQW%b z)_F$XBH_!Q-RGp|IHbLkv?x5|@Z4cT>Fcnm+f&5)^4=WFV2OQv;M?2VzO7UE?S35i zQg`fkT}{zVJcr^3v@I;CbK3qO=!Z=Q+J~mgEYqdp1Mskda-Hq}4JG z#e*EO!ADFP<}R&KiD(o~xv;=-)f9fEsoQIQJZxXpeEnFjbZGnDpP!#wH_s|m>hUWS z*rgS=X2!BR+;blbtn15_t9Zb;{4{(0;fYOtsTzh~riQJJS{bB0rP229m&@l0@?xAz znqRA$nSEH~@$2jB-@ra7tV8T7rDutu3B+`P^@xn5ca9_4UTbOTDL? ziEf?nvt?b+i%-j4XIsD9aX5FS8jDyjLwN-`v=! zwLm)O-k!+b`@x#a%i0}zK8Luy;Ox-TnAmK5GIqzW3k#jEe(ZjGq1ONWWb+3zuF0~U zjft#ypCJ2<*Tuq??GMAJ4~O|zPx9HLf4}OrZvT1ahXS#G74%-c(cpD@`TE-0)lE-7 zS{WQK;LW;te(s57tt)$^6k4=EWt7#jj)^C13WcV&uVZrZ_#h}IrwARrVtz4$E2nQ> z=k&kF&$C})P3B{n5Nn)#j7PO&P3-QlPF{h!3HO;BIV3#`<~;awaK_~3)Dn(nhbG|y zj?jXHrza=7&;6q;u*-Y8o?Sn?s{i}_|Mx}7ndi+p71UJFb}n;%-LI8J3wJ!zW@Q3R zNE>|TwhVre$L^T_^wiW<#?oG20`9RceK+~k77Zd(O>GMwOpZLe+l1-G1L|Z`D^DJHBV)hqRf_mmZrXXv6N}+cEpb@)OgY zwu$tya_n5^Akn;n(@`)_camJ24RFwv>*KOe)ki;3N+1<&fgO_HM#cR&*!T|c=$wilqncFBpf0Ie$OI`J>y~B`%Ar*UGUewxn=tE-&}~bWwNCU4isx@!3yS znzyZbdUtnux`d1O8g}(dzOzgwCNQY4DUcHs>TnQf{>^!4*8a|>6Rz5!tELp?I!ZJz z*0|DmfoEai&reUYW-e*()3kqZWo7U=sbs5V94BJ8@TfNl2yHQ7nAftz9_drS3qF{lR@S5P| zeO2!j3uKoz-rZFiyzrie>Yk_5qW=_?m%P6h+r}@yuIZd%+;yEb0ZhLIpVnF}@0|e} z2{tIR)tF_!eQB~{okPS9m*@IPUo|)sRc>>1_lR-!3vE;{p5`pE*q~Jgv_ya9f?3aY zzuy-u-mu{(x4520A=eb0$V)SgpY|)P_WCZt7W)S3iAJN)~WEaz7NZ?@o!g;6#aM-hxg}M+{v(4(_;8WH;>-Xxw}ucdO=p zp=FCeWB<%AW+=6^Fg+Am)^Td47w@6v2Cf{6EiHN?%l>%IIOUqywLw{4QN@HKIo&Ra z!vRT_0aTE#sA;uSY?-h?T}SKMD@6hO1s_rqUtL)l9L5hG+7@$6JjHKO`)kXtG);NN zz{Ia%B5o!vUv1!JS9~IAwa(tF7O;)_-oY*BG6l9RB^`!HxZz5>zKWC|i zPh?M-cjF6>GIg#}rR150t{j}Q5vSaXo_F~@R#I;faPoNJ*xe`385}6G%xT_M5j)?j5`~Ch`f5R5JaIS85_Soi}cxt{( zu%O9?R;z~>bLRSSa4H`9X{vJN;=|_+lEMG@{U*&e$y7RcU{mVpC2418g@2Xcc)S1W zwdmB7lT?eI&n*Yt!~L@GH)u#%uKrJ9XJ6m6(%08Kd!Bese4oK|A52>OP+}*YuisVSjzSr}P&Z2L&$9g~Sirk#0S;&>AZp_9nw}$0j zzum7BYc*JJZOvZJvN3=E->}Yt78dJ2D=*D&(X?9TG_NCrE4XEXKvUn!3F`cZ&ofV3 z|9kp0uGDoYEv!ttzp0=6|4aVFrQ>UYmUap0-m7}8Tlw{B_|td0-%opVw0rsOb=BYB zdCh5xW;-O}d3s~=@hOYfBpht=k||QPw2WN0`<)eN0s4~C*VnwZG$!Z1zP2_i@ABi^DKcwYJPK8{4)d38MShYKbe_6 zFYsx*#CgzadHa7q77N|{P}Sq$^83SK{?L<87x&w}DzpJj6+M~k?*%$y?6m&=kYpv5 z84C?k4Fj&5^4P0C4Agn5+|t6A2+A2ThT$!|(>}3^2`pU|{^YyZg~jgtKc7yIfAW6+ z|7q)Dcb{6n|KF^%bq^LvT9>U6l76tEtE+2M#`>T7_J6-j7Mg!+OJ=f_y+(htHdk>* z$(n^SLQO%S(;qy(empM!TgT_&&W{qR-qS)$EvsP%zXR!o!i>@WLIrt zo?rWIX4M{6Zm}h|<(Q=67H?l#sqwVgp!ImOG|zcgj}3={?7ACsL!1-4Tnv)C1cbZ- zW^h$1DIJ=7Hoix%$cd@*#0ig||9-!pT40cQN#*C?@Av1vez4-_{r~@#PYXPC9W*ex zC;Pfy<-=C-B|%HQw6<&L>G^@i?p1Rn>UW&unsD^X*X!}Cg^VpGeW)prchs<~`BAXz z?eDLzm%GeQpI>WscNb_ZqIAat!`RBlz2;Y}I7;?0OrNNiX#9BD>^v`JFUiKqoPFvI zZ}j3DUo4dk*vHblc*}Z^iAtGXpFTZ5zdo}~rJdGJvS~hoPEMR@K7z^14W}Fw5L$6yV{?!lL*TPBGmWz(pQeJ= z;C^~~`gHaCz032Ocdx4Y`f8O6ccrtymIo3sJByYIt)FF@t@ix<{PU9vj~+k1I-zXJ zjDx%_&mDjK>XWrjxv?S9OT}@<4#6jCj49eXllGjwT-9=@n)}lnv)o%t?6{4j*Y!^* z(mnK(X`cAfDuKOnRWB6h&lhHzQW!tiy8N8vtaXhq_#C+$-)emP%*s)eaBhyJ-QE5P z4$WR2@u@x+=SjW_0M%_WCBCgT4$7G4+4H7XA8? zIrZg|R+ENFmQyY(9*|x%arFllLH2_Wy2bVV)SEJoPtrdm61TpL<6z+w$$!6I>zBUG zUVcz`#%d#UAkbqE_k_L(eJn0SLZ4uEm^W;#Tw0)Wv?$8 zayaTnZ3$3~7pM)mRrcb-!qrmzyLK)-B2e@Bthts?^mFs8Yoo(c;~(z)U{jEvSup!t zh|#V^esiss-f`WUeLXC-@%Q)l{+A8;n1th`S=4qk?@0ysTl;5API$ZYv^r>Ncm6x> zgB%VmPT_WM2d`d6&;J@Yv?X{c-ImJtOTMo3AGUV-SWMP{=1>#-=Lvn6eW$X0CS7@DXxy5_}b;*#GZ+zhtmVgu}^c%gW#13tHg7 zxV7h!9m7TDJ|&KjH1XJNtnQbtE;#*amRatrGU+Lc8+)bAmz_+%bZBzqGLdVkTkeT( zdC-(l7T@sV+Cpdcr;nUCAM7Z6T=TA?6DIdiI= zk_c4moKVD(!f<;3-*2<`{CL#8>d1%r_5T7F-J7K99rD~^O35_9MHP{U>G3NT%O3v4GI4^#@fnj-Vy?-4c(9<+``BIA zZjl1!Sl*};8lkJE+|FIM_gmC*<>NDqTZ3%pEC==Zp9bu-T9mirA=_16|NCtfLb8kA ztu|P?*f%LDsb-h_E?K7^2Q8NQ%zRX$`IG6?JCnP+N{#QbHGWCBy)8FxdU%rj;ab*( zf{{rJ{O8+w?UAyr+R`I$9|t;bV6Js}*dZw|hqDK=FYgdu&%w#2;S zQ7YOJ!5qkSh|^^Qm#Ef{FEJXK%x;M~$^v@*Im=I+@R(^)xTr`ewQZ8Bx7GCZyWd$| z&K2-jZ&~o5A-uo)lW)uM!?x^&LU|@BRigTFHoo8Ob*p^m+ui+AxJ84bXYM}^PBV}L zTQ!SVt)6ixDsp(=be4NNGg(ufvrNJ3g~OXU3`{|8=eL)?k1OSEbe}FW>#5JeJpzxq zF7l?HnRzN_-xNdllNyIAn40chSm-=;G50&rh?ZwsThpO7DRId?K0tOe9~|CYefvNM&uRMmI8~JjY4+UFS+|K*eri1+3Lfcj%>?&OTDMt z*iD-!JcUK-v=b*dAbLL9Ge{dRbCP~n@8sd(l&EzjQB$5%bXDl;WvA{Rc)foAJhhxV zqWO27=Ve@8*859P=4pEJu^!LuaN&i(TC>#M85b9rnH%iqOZ zeJIfQd~4QKug7uSy}eUqt;~2!`pBHj|XVOuwujTve{@U2_KNI`hGs*YuE2CM0 zprtNPCp2kv-qGi1&foWQSycUb+wT=3%O1Q@Qkl`YrHWyp->h{tI#0PO-<<3el6x6F zJKBkZGvvxiiU04pD}^Rcx?DP6>EHQve?5gVejJ{0@oe6uC7z#dB=>8U^XgfAd$`Q9 z`r8_J@zAs%PbT|6+5i7v@VaGuvQ{UI&)Y0^k$8K{@r0$-?VZoOGaob@`ula$&0kZs z!>x`A=Nrw4Y0UWipqc+vzx}@zb0X93ey#fU=4DB6uY{pf?480VCj{ru&8c|TCu^%2{cxE7Tx$3P%hq$n@2*vQFZY`}CBiuI5X;nyPr5c9dH>?#;z?I+{(Lx`^^Toi zZp{&emZ{1)dpswrUD{jyooDwyS(}Og%bg1692rcQnM7owZL7WnB*`7|kl}vuApP6V z_GD(gO=7xH9y5(nH@(>^^r*kZa>kBa%^y=)zTQvpTE8vGK)+u1Oy-+1_f;KJrs#+Z z>&Gt_oN#IV?kBs>xwd%i{G)n1JYatRwLL8YLR=P;^gR!qs|@3Bj_~+%lx5|GEt8}E z{d_)u{i@w!C+p1e@2&B>(#%-*{F8ox7uRwT7Hf+wphaj4&nfrYENa>H@$qr(hdmP# z+WIuR9TOI)Sx!!JTk&`K)G0~RyFE`9X$s~o-ttcQd9K>)Ik$J*nKmKEcb{iP#EcgA z7Vi|778h4HkCKupDyqxgUUB45JlNCRw{pVsphr_LY2B6V{-H0xU2>vyf%C(|`yDtR z+|J*>_KurI=jV`B;#_Y)i<2UhHosojE(bb%BE?!{nT}fdyF2Heww!)A{~*g8=Ze^u zG47e`&gSn9dbO-|*_E$hCHgKqZC>qGK6H3$hlr@Crs2iFN!nIkMbG;t-iR?2nr%J( z$=S)#pB_)r4}0|K=|rc(%B2Z0ahgE}`$hC-#CM5xO+Li>$unii&uIN!B{ya2b6W(G zBzf%kD@*o?BxuGb)Z{PSJUd1F#9b+qj0sw@Z*FhTZY9?l;b|B+ zNn7pLrVbJ1%H(3teKs3cDh1t((41f&>Y^nw-M>rZoW3j95zmW<3bS_0G^=NV`<|MU zJdTSfJ~0wV5a8+SYc1eu-DJ?}qxmHEGsks6Z3r@~G{lM+ioNL<+)mkRZIW%$7iIaSV5vSZiLq1%=bt*o-aa)z6 z?|29bOe#50CgQTh=ZGnPwh z^1G;{D94ITR1niNzmy7c{!y-{)0JAeJW5Q;^A|XNXHZm`QlJvt!(XbWrZUT{1++ZX zXciG9;pM14YpgU1hUQuPr0`DnvEXy5zo$l?ayxL#d0y>4o zR>S8fV*zMIVhboa1T-btSXSFzHFVt$T0<+eD`3Va<-}J^vcX3Z)6?yoJUkv0Sh(Dn zs{h2Y)+}^}R>X#c6X#hKTLgqw1V`URhQqbjyHehJcVzz!W8=67WLa zmP1qQLB|1>)_(e8xw_ry4}<%ssR|KJ9Gqcq{;W|}D*9D)OhgtOk}sT&Pm$*gR@d+m zoU=wX5Ht^H->0&xrSrti)3HA_z{Y{bH|vXh<}OU``jFBqAS7j>aY$G&J>0HsK4|O@ zByGRIW1`ZlUsq;+PTG8PtsLJ*iFs=Totzl0WrJO&e!6G~9t5?T7{=caBe?8MS^KFd zjUWU2<*F?YPf97Oh%DgnzcBOTo1YH1fOeDZcWps|h9pP!wb{Os)P*?H}^#dRVch!}sVjXC(X;!GnmyVv`BdsS~} zgs+?P=I-w6&wqoCkKI)8(CMT3y~^jZo*o_(%Wt zaZ|F_?+yF*=H}#=&yU!cWM4b;*sSu?lZo8oXNqO^|9HeLX;-rYwDfsyv)!K$he4+U z>=exe9kv6yxD3?CcvY7MI?m(WzTbI2ANSi|$nkcMW)*vcC!XTr2*}_6cU!S^#}emu zzNu@Yx1Z{fG*;2k(K-9=hB|0o!d_<2?{~Z9jx#HkK07nhYf1AA*N*j&=JbJcH7qxT z&wE$AYnsF3v_CpIP@PdPC`G4k7=)KgPFo~$f=c1H5) zk?yXpNuZ+yV$1KU-rk-cp0^@$bDHJcKsSY`L}`u!$*IwgYa2El+gbcvYvJmuudim- z<*Jx~hTacY%{0%COWoIF9to1PclZ>OAFkQ1A-XiH&fQ z-7#BXnNIw^7*5fN6DKZf682j7>-+onVFxa4H_y7_v1swjS>MwqO`4SQ=Eg>^8Y5xJ zt;w$@``Z=%vrRiAu~A57{)vvm6^dSsTA`~vK~b_NA6HfRlU*|8*G*Y78j{j0vp z2#DRU|6i+`lDd?`-HEyE>1X5XS3U-dsBrk*s*n+IY7(zICRp&KVpTGipHN3|3yV@g zSHq7V6_NYvYIl9rxXUcSoOOMj?rgK%Nt@Hp@49;~;u!mOt|K}YT@!pogoTw`xy8d& zn-{zHhw-wUsd%+=`IL;N-%dRaVnSZ$l9H3>o)b?IO_Y9O$2cWXaW}{7K&$J!O0#cn zO7)gn_~_^J`QeWnR!Qn`N`}f*xJHwA354kh(Ch-DrLN|G(zF z7g#|<{-InP3R(}FY}9r{7ySHu-hOKFaan<-A1W$%c5G14n92B&G1BRT?xA7_i`iDC ztE8-*9x3`baDdiHJ~=->K9%3m;81OV(zWIO@+bAymGK#bu@o;p!c)xPF6}ZazW#40 z>ow*7tBanVvg`Fs*GQ~q;}ZCM;N9Kbm+$lmlsv97sQ*_38vb39eSMwQjXTi_dmcr& zpVVTxVO9Dn<>n914~I9$**mU&%dX)g*w7c+`P@>xWx|5P^J+YgOiTG{&>>&&V^eb1 z&mffx7n3Gs&y?F#rm*Nv#pB*nj>VtPn$ON#{=Y3F=}lF~?}a`Bd8!th{N~%~K0iNy z`uhF@YknMZ>gDq)iXPMlVv9F5(O+dfAy?wpZ>z&2Vrv!6J zI#%q9+go)~*xzR19Mc`L{fvfOi>B~hIhLFv9%;z_qT~DR{QWC`D_gN9Mc>?%dNnz9 z*>A;n{I9OB*AHv7TpzxE9+zReM9A7G)6hxn0cGW%ITAm8zh57oB-bFZ%KKeOfqjdO z4PVpMjrp~Vht!U-DC`q@#4WPykI#%-^)vc3CvnNLwoFJkaxf^hXr}UX<7F>qC>>Pt zd0Au=e$bOU=vLxmzZp%dPu&RQU0QVFyJqOBDWA1`g)u-nX~q z&b=94P$B7PP~FZa8*);*MUElx6?h5OWOe_rN7uf*ygaw@+RsluW26e0SV=z~Y>4 zo08$E@#fCX&057JpnFT*9tq z$1OP~i53st7dxHLb9zN{egy3%cs66x%{S-tvsAV$G;rnMbo+7B%^|3$YqPMSY_Q6O zMsL^M-aUC5I)|4w3)k|-1PickSyK$N+p4cieASY|(yD2H@W#c)r!_9qcU!#C1l58U8kX^W^M0nzud>CW zL}#nBh{3cM0zw@QM+$W>-`<`-f0u)Y!L;W)^S0OgEPDE_QQ(1=&)@g;|0n-`x7+_I z)7$&|c<8}2 z!aX=&?0o6*4GNqpGB%CMEi9saEyYSAcRD-X+^jc=-Cg9=q{$FF{rS!= z-*t>Hs&-46W_c`hYMpaial7Ypo4udUS+A-#_xq-3CSzITvNN{l?tdFj_eQUAB;MRp9N<++43OstP`m*(Eb;;oR(F zdi5<8&RJY?8)YI4KW4MMD!e(fKjY0ubrmK5WBbblojep0c2^u#b#|H^`@7$wJ~lnv zPKf74jYf;-;hT@8YSuYM#>B+TdG&^E`ILL-LJv5p+crGNFF9j;+KQ{}Pa$8=&LDwA zBVmDe`3mJ+mWiNqQG#0z74n>#u0KC5I`-Sj>$`=QtvPXDsgYMUxQ@m8vtalen@;5x z7QsJ0%CqiHmkqXf=_o0p*y#87*H_i@cXzTRlO|gyavisBIyzCe_0o!|+TpX<=4YD+ zG_&#g%s;Pl$Lhw10x#IVZJyFE;nXB+2HFDHq#ECK*49I7H~$i=Wf8~Rn_6GI@ZyZD zU|^_K@^o5voGdU_{Jnx zKORo0Ew4FMGXw-;?gmNKUa~8E&xiPHNj?Q@NTII7uc5S3sxHcJK8MZ^hffx z>$X0%>HVy;W53DyoNZf}tW{uH@MaB*)J@y8w^dC)818Te7lgUGxmmS}g>M(B`1Nx6 z)7$y`r+$5X{WPeK{O7h(foZ!UkIyU<�|gst0@apL5(@_I647`FUClGK(femhW5Y zJ>6?_+SyBY`~DavZ+Cf;zVPwf?F!thKxbP^7EdtGk296uwOOI)H|RJARh>$vpJ}nX z%R*B-)0D)Hb@0`5%-#R{-R`SWHjxUuiRUC*kNnoFCVxZD|phv@?ybg~6oK({JO-RI6o7)BoL{S^ktOb%JcF$ecTz z!5cSj1a;%APtS|_ymZTf2A-vLe}8FC=h}6_QD(>IbJkN60@laba+dum<(tsU9xi;0 zt&r=Guir<|%&uSG>uYN#FLv)gHPbl#%Ey*~+8s0EDjv3$G(Jr`P`WkqvYP6jmj{Z& zC)lopZgChg_#d_Mnd z5MOdP_SyfL6E7%-9~Bc4b7hxRR52*LF-bM?cuwd%pA+%g=AOUvn=eC#e1MmH={Oa zd*0Injm(>p%RgN26@I@l)Z&qetv$s-?qeOqV^5_c>?XWu7?i&oTl2sBF5Jqnn5MPMRe6-Xzqi(9RRG)1V9*&SsrxjZDytZO(7Eo)3uR{~I#HY5Oc&_Q+oj>kb4-IC&@}rAx{i7Q8xBX<7BCCu&{bVz%dPpg|gu zWq%Bly*|Isd*(B7%OR238A47>ytga=op8D|{bS>+tE-E%K;u+SiKp&s1TE$jOCk{@LH=OB5C(7i5n!q2=*Z-a)`%^1qMZ(ttkiJLk8>XD+&z_on zb=A^o=DGKCzZP`NPqcR5I7vXr;>NkS!s7x=+v3EQP0$y8)p!sz666Ug+Jd&{#g^_Z zye$VBpW(UvQ~A+`+iSqf5IMa1gU@X|tmAq5S^f7_*?*N~KtoiZ9n?$w=32d~`v35; zmdX?X^=~3=3xu7Rm_n;^ythCmqRDZ26(9VYw~V zBIm0?$NXs@8)unjM_Gx17JU8S2kk}w@Sz~x^8T^6B|d`TGD+6w?}#~d{7>3l;L=iA zaiq2Pc2IqecKEtEM~)sXtOEtsBG3l^jKr?FKRYBf(}RqyI24b_Z~SQ7HDg2BXTH+A z3mlox@q@fOCt${>&vRDZ{oQ|RC$~6wE5A%<`q8?VJy#Dav`i?uFar+;>EYA%m_=E?EVK4(?Cnaa26sL&G@dhJh*nj&J3lV@V8`CmrpYr0y@*+222X|Non+ z=2zFBTd9=kaBhn7(p@dCZpCRFigk=m=Y!8}D%L2BKPE0KtGhM(`ZEz$4cJ+)8)~kf zn`>P@&Hi00w|L5v6B9xAe4aYiEB*9HX9#=d!$YlCH{Rb+ z$E2Mt`&HZJK(;j>SZT^1R%+7E1{xMhH@nk+3i-4-{@8JiOAhQ?bF-Re0+G+)g2lGE-djB=46|u8$IpmT}5@D849tx%cf3N z_qWP#{?VHJ??5B-E2HFNJTI@Vo^JI}#xSYndVlP;oXC|yOTBg-V-#3cU{v#V>-97Z zpSO2+hwqH}6FQ?P^~?-I(7~J7)W@s*_w)JFD=UMSB|Yks zwSEFRQ^)%Kp37@BmfmLuEl{eGPrUDN=2LjYsprQ*J@;2tPw(Hp%IMvpz0J6~GDpDa zPn*cJj}v)XG@p4-Oi2Cl;o+wf%Ka;ZA4P4=I(cJb@>9?ep`3-kzGRjf?a8>P^t9+3>~hkbl>)HZK<{&BwJ)K(3z3%kN;N`2XGi(=@ z$yn!*b7{V{&-oHw`1U9{q=d#^ex)wL=ATy*1c zzqiZ1B+x=zp+^f8nWc;c9-ZpE{5<7+d zpBO2*PIOMqqMWN7|JrUec+a=1os!)(BY0;~D(Jj}HIbX$K&v-d)WQ{_9=88JE?*xr zHJ4SozYVuiygyoKQ%}oEw_d5G)@scYHG`L}2-(Ct^8?03B3=)fUQUX2l4?=wU_asPv@gVs$zh_B z>yzE@_kDh8dFIgh!syLuXRjEYT3(W|eP2SfY)J1{hTGEH4Y@biRef1eG!-;DJXQ2y zWK-Wmi%9$We|uj3`0{w+mV(dE&UzU*amxDru$?NgYq4`X->X}5H~ZZGcSP7fMeC2v z<^xNo+Sk{8-2s|E7t-JGCR2tX&nk!g<6-gRB6DnBUtjOPU2bVLgKFjpz1v$dC(p61 zzV^0Ea_UF$M$*rczojZuD`JvYCb&I(Zdp1fmBs5rgV>yypKrI{54jn)(5dywN%i?Y z+vWP)=G4numz{}>ntu1irTd?ro?gB)_WA0UbFAim{(ee(J!oF{%JaVMFMeM5{J1}0 z#;4>D3zui#*YpuAKVX>ZzreduAW8Pyk{?%UG@Wdwe0+F4+dtL3g+<9i@Vfd2iT*w(z+jX`TpPFA-*y=o7mlGdhW4XdTO{0uq#1d0sU z&F_{>zU5zVM51v=(&OM{9t zosw4JT%Qxw6q48c`V(y*R@QusBjNkIEosfMyUUhF@;`Xi^n-i*bbZHXRdxZ_Uac2& z6j{cknx1vo4Ajh-F=cXiU9Vcp1eyOlR#SgH?G!K$%lEN0JhcAf!Fx?}TjVSbUUS%T z!t=qu1FQ!eAI?f|UL!rXy!q=dyJNXu{(kK&e0^>0R0GE8!vEa*1oaBeFOcE6>2&LC z3Y*tyDf7HFhh~4Y*pZ(m6D+Vv@C{EPtE7!viJ!ll-qJNJpIaJUwY0EEn&r$eo*?x+ zOW^nitBZkWdpM-52+x9ViWLK@!U~c)% zvz|RN@Wd=*=iPGcJd%q}^)k*VL z)$7EUmzSqXvpv{1Q+KJc_VZ@#v^zTrUlqz%zcDGv4 zdfJ+}y|*mu%KdEbE)3Xx@yvzS3M*3CO76GZXtQj;(0={Hx7+#J>S9HgV;t*3K;=fQ zLdHSPb{P$s{1=PZ3%#w49_oBn`*26JBjv>sj+&X5=d^$h0Td0|@amI(U(1Y%MMdiB zZ32@XFPU>o_tA#pXPue?ONAy++Po#yQt@9)nd5^e7w0MqE*)#nEYn%8| z0|NtJwutkd+Pp>kOziUA>tc6XvG%QI%Dc$rV&=f-3y$q0e6i>d;LL>#8uaqP?3 z#L&o@+#JyQ_G4Z1g7)ui>RhpW0Bw%zUAgK)GOf^syIhhm1~r?kVQIF2ch5wyiNZ{cszv&Msa zkI(SP3au-?ULuKnQ=y!_Pi)SNbo2Flzs)i(kb0-c3yF z8{e7l7CzVhU_J+9!@mVLzr2^Ttes}*bi`IO{adH9>R0EP0#2KR+jS#@{EWZM*`fX~ zscFsaIZKgywFjd^JeF?LRO(DpGNOv8jE)B-f=qkRF1e^xk5F2veUf_9fHbJ zG8h82v|X9~8}B{%`~CiO(3uc-#4H^p)LoQ&L>+7_Dn2ZDwQ8Ac=)Ol%4eL&SjybA! zouOo}tW4lK*^f;REsUM_`}y@NXBg-bkmp8DvzezpI@-NDdx})% z^G^E);ruBc2NN%E&%ZD8_89wgv0caK+EfNbZOKsl|L?Wkd-0|@eCF4ay7nFW5qNB> zOv9_J{qt5PSf49to3#5~`Mt6`mtTL`7WV1W zY5moIIRnF*lNqPz$J?FVw(Dn8-21M1;{K8`VNQu!3>wkf)_A>O=MK-?RAq7G{KmQW zw7)G0`K_(klEPk)rj^(wz^@a#`D&$7la8QMlVHjohb;^zIzBG_qM?1EkFz|r!{!9&zE3`81-7)P+>XgXk z&t1747amk#AA&Z#a*NsEfS7d{bee7-Je2j8UY2ST^j z{rzR~x)*e>z|3f=&zMbb4^2 z#dxxS{~TL+ed+D*{lZ_lco;A}WN6}SILxLuePiowK0daS*WT@f(V;u$d3RQ{NTjGH-eFLG9lb3lP)X*{?c!ZeZT!xG zmRf|0O~0&=BfHb?#(4qxhjW}XXDt^fnQ|r7?8_a|w^dH*4jc;W@-)K}vmPDk^jqjt ze(kj88k=(y440mM-?OM!@J#!=GIn*LUA9Snf-?WUUXNdGqh7mbX6p*)ABT>b{^sJ- zDTzDs`+h~vfrDm6PduLPYr4^5WF@=medobu_S5I)T8FaRU$-$WxzEhZ&KGh!;hjOe zzGuG zvf86G<0Cf&d?W~!;*BNysU3$^!B_{sTa3qhl@^GTRh={EBD+`N{kY%0?&|rqvHn&Tcjg+fKIAzr<|6j^Z;{aIeq)xF{h!ZSzxt>sGL!Km zr;_0}`ETMa?j6>*=C)o6+|ysn_~_dF`hP3+7?OnIgy$qz?VqX_8@2O&$+>CP-`?F_ zZRPkV;xgkOw+Yp4lU#b_cLx2aY2@gr?f;BTx-svo|v?Dy{);{;npaZd* zteid*elFTv-1Km(z@)1SCQG?!T0Gjrxl=9DAG9^np!JS9SMZ}V`w#E=VJxzYsl%%D zm4>y#E)JcDjS~-ve6-5e0^Lp^CU{m-xg~|G-PUzdf9}&ag6n5&PT6bR=Ft9e(gTK6 zuM$bYq;nS+yN6baHbjd&EmwK&xKdfhNq{r3sPkOM!c(AoL_FGqoTjw=GJbPP++l%U z$m)H?)0fq~R910*bJA;$Qp{nUDDiss^?rjD(83+w*=+WB^#gw`C3LZ`FMy8}w-&$UsFVIkAR~-|{d4BG#rL6)^dydYla18Q$`=~{5y+zrlHEZr~3fA2WI{Hyd z{r~Up@52vXD|ih$(O}hKnT>s`LRWkJ|M%CqP8@W8VJs7))iNfYEo!c>0}WoUHx1)& zXA$spH(%`#<;3x^^+|Gcz?tKo%5jGIH-DKhZfOw^deb9i>Q#H(EqrI@3*~=zsO4H2xwOgw!R2m9Y<_O-tSsTXREFk1?&Ei)+HS^n@@KgcaLw7x323Np^wk=s#S7lWmJ9H&p zgYzTnv@e2AF^Qb=Cv_%2Ul(va_0*KYW4s_2wNx;-u2j%?{=4|2)y^psQoa^=G*~IW z@e~Ig=x~I;V2R46mj0A|J?}sDr|3LZ23fE^Utp-*E7w!5^#EQnl32X z9ST+EOq}xgHrP_9AiuXF)qe`#F&BlV)?AOPUVCMAc>iV(4#gG$Q2X}5mi+s1vFD?= zIi8#2%`2;_VywP&8~1UG!j=|=ZQaW?{3iQMo-#+tSbzFQ#V>R2{s8HFq%E?HY0kFX z+pAtb5t;2XcmJtZ4<|6NrP}m8VF9%^PCCkLQ}MKG2`XTJJ~ySyb+y^ao1a%kw!S$A zT7f;`jKIv5)q?vM=G@$LX^E$Bux*WOCA`{!HAub*HCltCzmM_B4de5;jEvzmBd&>hJIG)64Hwy3ecmu1&e`S<&M7{7YP z0s~Q&2ZtFCUHSC&_LBz}CxZ_0U)}D)B=Y;{K{Idef2ZboDJd(1u5$B=d2wUoVw+DV zl;@b~SA0HeemQ2gVd<-opKmswPx<@nYthF?uA1@t_Sk?{6maqS#2wEAOB)hXJ z;*>ax!`h?lI=i&~8dlG|dRURs@6<`zBG~H12?M-B7N5_P<(c8WD z*Zo}*xY(`e*_oL>?+<_Y@WJHwg|A6$EGs~}$hYO*zG7JW;en&1RmqB1a^2q-YM(rL z^3vL9bIq_d5mFCt+|54gu|#>FAw$$`9Hm0zrX5E zx(j%G?DB=3#p#z{I(Xi0m#o5_gWbNp zx%v3(H-Up}d@?IoR%!+>I{{zqt1-toJAH~^N7#+DCnqL?Hl6nO*PqtizT*FPg+q=t ztK;@oEsGQ1$s`->cx`U}>At<2a-TDTN_*LM-${Jy#N54J=|60l@ZdnA_p~L-b?Fo`s{dDGS##q~ z?Z3m#?>pKJH{BX0`9{x9F8&YiIqczO^NDj*|Fnq~0*Wb)6hnup^V5N{R089V@xl%JFeB$()?7^727cp+!cnnu

XFmBYux&K6qftVEy~+p^wcYq zudPTchk0Sby*-taWEa@@SjRqk{Mgrcl|k8#wFbwo$5s2DReg44>m1%l=M$^6A~!9$ zwO>Pj_y2#teUI}Umyr|yE%G$kt>Dd*)6@Oe=HJ;-xa)V`%}uUrySuxCZ_nx#UC-(i z`1I7&s}bvWK9d5iA`jJ!PLr@MTLYRY-TVDs_N=ok<{~l952l94d2W|Gr(%0P?S1!~ z2Tx8;ekCOt?xq#8V!=B9ITjP2mA$#$(!%od&*$@d&w0CSTO>9+lB?=#zzi;-4+q!Y zm)Y+VuhQxH$8=7N?Kkh`DnDPO`Kc;8I-Kf!o3y{+%&Wu+3J20QpVq%DzB+YI#nbcW zH|0B-+;YsArpy|C?&am>SNTt|a*KVj$mDptE^6y49!VpYxnCY15m!2PzyAN)LznY+ zJY=&hc@ePd_uIR>!(UxptsYaO~^T>G7vz z%kM0_qkH1nuCLdkui7{sIh|X>lsqWz6J0k?&L7?y_7f!@`S;uE?`0+;HS5 zeR^kSan{}6@At2NCa%PNjO8HL_Uwbl!~?#u_~zn{mq z^yn}C6h6o2uxSg!%XfEouimd1@PNr(&_&>hW9f?vigPbC9e0ZqYT=(#;QZtOtNJ~G z76q0_MynZ$x6}Xp_?Tr=P~+Ipw1L-(Bf8 z|G~dG_|z@7-&xqaLGi+Y-j@C_I{Q}G4YQKhV<#lnic-r%z zRI*jA_n-7SO^%5I&(2(PK48rJ(@#QqPSlQLHvaSNVmsYVnEZaw%wIE0ea|{k?XVT8 z<%=fUol{)0t62KwBu|;`X$K!mGKwqQi@s&qaoqX&9$D)%#*Zh|a%`8_wEo|p&;F&i z_y7O5x+N~QjN9ONg-ppC=ZIbF`>cCB(~nPF-FzrSpmEyrfV_hM*q}3L=a_npp>)9f}8o<>yM~;IiRp8K|9UKKDn`reZ@?Zb6l!3WLD)0Jpa5d<)M{|B$U*V5IolJ6<8@!A8NFdz(_d zpZYofn_&IG=o$UhpDu&VlP63OVd|&7Nm>zQpzU%7rNxWUJ5X>Gfend=r))6G zxUhhS`TSXjNG*eX{GQJi7>K$&IPBiORX1+0>o*yTtgjP11SXbb?7gA)EAPK*OGLZv z!yXmcmgZ~UFdi53TcH^8;K{Aa zoECRXU#PWhGB+-`RQvsI`RdfcTYqFngn{@c9pGTC@C`L z)^rb>bT0f9&k4RJZtwV#c_K!$w(LGBEKs)P@o|n*k4hw^PklXe#|bpDx2r8W_wzID zj}lQ=+9#~|+*z>ZLH?U~T^~o2%Wv-N47S|+fFYe2K?& z{7=hjFtb>smCoC!{p;hIPs>d-@~`|*@^RE@s^AQl^|Ds{@aX4*eXAokFB9UusCi+H zi@>{$=k0#`fR5w&darp#H;+!owj1FE+a3S3?)D0oQ)K47{rKyn9nA$#JC$6!R%Dl- z1ULPc9a z&1MyqWzQlu_4ErAD=fQHc01RLKXseB{mnXXp;KKbjPGcRJBQ&_d%aYxgKqR(f|wH4PV9qn3GBD|>UqHSxCpUrZ~ zcQL*khpzuH>W|uTT0>ZO_klkL&$gUW(0$>wrS&rJ)8dN$2YWB=F3-RGd+`~eMGDUZ z7RePI+TzjnDWD_9>Vu5xY=P#F{|@u(Ybd&Eu3auulaIa?)J!-rM!#f1yYe5JSA z@5#>9+=@q{WHdP^ZK+?{q5Ji;j$&j{jHS${!|PWn z?%)V?s}xjJc`Q(35j#ycdf7c=0a=@cbHxijOT^l(6Mq|I*p~cyaNEh(FQ}}l4b*th@ zCIU`hHZEXQzy3!f#@Xd^YLetr@5)>I3nDXXX1dExdw=q2`yF)#_sP~h$5&cEpSoUQ zz7KcM4CTjv(pcu?36u*~^v%(DS+jk4k`?4p=9#VQOTHA5l zf9_Pv?)4g3hUv|Tc#z)A6gOrPo7 zHm41?F`*jfSM@a39IqDpef{pn#-M=fdi5&B0W-LqKCm5K&ya8?rES6FHOD8)=y$S* ztrSjh>iGX)!|jk|Q|~RmLS z9N6f|c#@4z-dgpte*3)gS65C}F7o0yxx-rCYq@~ix_XOmF3oJbSAKJUFMNKffW4^V zjMYv_#~s_&zsO4!a6jX)GAZrz{58jZ%(9vKc;{*ROD_aU!Y9ZtJ<7ee-sFdM{Jxr1 zJ~^kRXnFh0Nbj=dljQzUfMZ_f$_l!w&n*<{N^}jnjd)WA~{F$ zSH!isN}IWo&23_hUUHr({QvK7Xr9DB{oW^5FPG0RV{?2gwMe>XUCHvz4vc*3 z6A!nYY+z)*a=-M|m6HZD?(y7_?^8Ns`b_-bms_?iJ3)ui{F0Wvf9Ar|ny3dCeg;YD zy1e`vRuX#U^CPWW5*H6?ANpsgeyg&@$mOj}&h2e$H~UH|$wb_XqqO+EC*_0r3Q)@$X2ID_6y_w&5eI8`Y27aM2y zhqG+H94DEUi@0h|>h+1=;MF(RNB8nU@hYbSb4sl(1aGnw<$-P&IHKCYXrXz`)A&xv ziC>0gp~k!HHt-}eI33zo`+G`2>lvjMTW5`i)hzu>W7YOqG(ULJc)=*|jzy_srF_xS z4|719TK0TCXPxK0cTL)%7EZs7j0e7^>e#kOvo*1>u*DyYIehlY+Gz9Ad#n@v&i9^6 zY5M$jVY{5s-u)LDTeHO9D3`xBydK68Eb$w3=W?HC`EkC!t8sg)R(}2a>ua!+%n_d* zd$%0;@^<_EUw`fhBpPmKU=r+0e_YLQzHy^t#3z=PyX#_iuhP*l7UZ_yvEZ5xIoxOVS{)wNU<&{fQ zPELBoA}9N=;1X{*zu!CK!>iZtTXje6#DPnNiUQ2f&dy#Q6Y`J8#nNKt7uG{;M;0IJ zmDW~dJ!c|YG*?ogVok(GC(vPthh8flb6DZy8GcJLEt&Z0>T2uQ zRT?WVC*HN>jEOn1`_`7s$;LPVJvlJB#h61(r;uh*MOUx%&lv){4KpswfQU5g2}rX?=|p1QQm=+2&^_U+~6<7*#q zo|zMOr2LS~JT7z31I43A+gEvNvG~8Bu-rU|D=%9Cb@Rd zFyWfOJXfbplXb1Xd44`#z4GaK`~P<$CpkI^TW|#I65@HVL|A=C%Y>fB(=XO;zc*?7 z{kq$c|0GU1sOSYQYSBt`ZLqWV29F%@#RUB*Ek52STlAXOH1$!3IVc%39$J*7y30qI zv;W-Ab&4%5TzyYiJZ&}v$$-u~=Hg_Gt9q_2%Fa;E7}dxg)yJdQGGR5lp7E3!N*iQV zXD`${lChAFPiKn3q}A<9YaIEqmQFNf6(rh1_BH3pRWjR;)OsJCI7#Z5r$^c6 zvp*syC2d~mBlYAe=n#ll0jEBhWdY^q7Hwqck+=W%Bl*O6*RVrD`vex|-`}UTM_0|t z>zc2uo-5b0?NuHsDIAkmOuFu!@^4ZYf6Ii1qh$|gsK~~27ig|-cXDbmey-=S_nN-v zpQ9`<@9f+Rn(heW?*t8uJ95beD>B`(UaV$es2SGF~}H<#~vA2>zH@?`)1v%!l*lo;b`KDzqZfhHL?@p1(#I=#HKbZPGGZCO8e$N!u1 zSzIs5Rz)ajiOhfZNqlR=b>DF+NQq5ASgny1~SK+ZiaPeeF7Jk) zcss{QJq@2$f%W_U?b>BmtQY6zJ1hHZfd@yDb$Ni$cir&Vqa2FwKyw|L|GhTOy>~cM z$?}}OvDoR4!7I;d$JPBzea8rzM@Z2YS?1IMn#Os3ZSB=h;g8c!ENxL)-R|Nf;C@Kb z^TuwMH`C8W*orv)5vqPv>3L_f%Nue3C|ePsrW-kBKaw0LLmP& z$#4ZL9?M?8ciB4sIacb)>iQe1EL1`~Jp*Ka2c47KQl--JLv-6`ca_5TLWL@u@63ug zd}jZ(6Yu`IUp2ZL1lq-Ml2gN{RpNSl{a(;YzO0|0=P&aLD(brGthBJ}u-?h`>!72g zwY=LW1RQ%<;PI)mUiIYzDZytO1iAYUKeYD?JiRsR>ZIHG`{({{0>#)(zSfljPkPPo z1zd0Mn>#6fnf|sa3zZ|DmV2XxzUv8B2kp7)tawCd!p>=1>RXr0`7yn^A>z~=)z_(q z?RQ@(`u^^&s*X-iHOOI#5TlMs=TDiPzb{gkU*6U=DCmZ2Z^V4-sXNj)E}3I}B-YW1 z>vn7Mqz&nUpOy@5fr03wbt`Sz`%cLhPmi{h zadLU1IjJUNu8QnU4Zdkc6BXE>u0DDE-^3-%t6g$(Tpa%>M`vCBc13T(-sFSmr+?U1IOk4Z^Z7_I+NlW|Z*NUL1FX}U3KmW@~ z?9DGR-KZ0Gqg|6R_p1hslk2^O|!3Uc-Ve4pp~QW zdI)HwJ#=;0ruP>LB|jgpdHLnS+%W#`2_`r6=T19vx85`4;wquQ4L1KTD=@yC)IvaS^oP-r*P_n1C5`~+yD3Y_vh!*(%09FGA<}+#_ZVe^6>-P zi0yf?U*~}iKX_?&v|D^S=z6_B4roPd`g1u4(SmTx6FbrW2vy%6;_Y zsr&X5ZFUwHhIPa{eHYvGn@ALMVqX3nMS+7uJw7hww(N8Ebnx-TYujQnXMXc&&@Vp zKgYVdWqIo_kOGr24kYs;+-#-A~sKUL(hxV9+|2ryi%T>jGleb&9>&qi=n^w(7-N~{6e-Q@CfjEN}PQZ6$}Mu=Q=dxjEhYa2v0)mHA0wPfyRFO(~w1 zrLU$41qIG~&c!lc(m3seule02M(n-+^$(m4*}r2$tbTU$vv}%{jL%jvPJcMvi}t9fBVoT zg-=sHNO0u6zqGX5>ZbYOA2U9F{P?Qc&TDEx{El4@ra3Z{h28&tq*M6R#Nzw4-$AD{ zsDn;ZtaSML>gwe0_p0@MBa_3L=V&$<&gP7+@csMydw6QXk2B8i#7`Z1z-GkcF5smX zxJpb|c=4w`&>@Mz2br9dw;fELeb#ep*3~Ok9ggc3nDA9bMDSmqely}>P7^Z^lUCC& zL$Mtnx8>fRw$gHzS?;VkHkCo0Hff8lyu7@8>JIi@+K)< zTUIsYdkIP0(3hEbB$iwC=Mlcb8@XZp?JWs6<4&!NowOl);f-@M>jTw~+_xxwwx{OP z;rCfTLC1tg=kLAxN>Nbg!+}<&g-Y57Im?>ac%MuSj|)`1aw6F2+@*D~yPvFHzb{DA z`kjnR)Sre0U;q7nzxsI7g$5(74!<3-^S`8Dg{%N(V`F6Lli^?%=(@H(UO#{T-)$y& zcOuRPmvObcFni9|5w!hIQMXX-zu)ieO{cpF#PGWdcpU>RK5o%wsXsr{*!|Y_e0_hr zpG&lKFF*Kta3QOhZq$@#8x_nl89A4xpC~ihRPr+DsZG=Fw}EI-VZVY`Jh(i_SX{{lOLI%4eYKe#&b&mRPy-+|@G`aQ*mS>Q2x;CdLTvwj)v+K7#5S zN)GMfs{56^Z*#4QVq=r?&qXToQRrwSivLFnO%mMJy6?q&gnkpC-*&n#) z?_o0(=c1YyNsWTkG>F4GIJ}o*?cuBQhpk&L7rt4ho z{o5U`Tv=zd#F)=vq&>3pv8@j#a6t?fQxS!wG6kkH85!NIV|rc~sZY7R zQ@C^8vwdj}KF)4}EJ7BIMz58utG=xG%yfLlF==-GBkY@nOgU8c|DPA7+jPnDiQ7)5 zM6T`521e)1Prceu|3Jw2nXF^Qp^puJ*$ZE<-~X>@U30gO^;U%yGcT?PR0bXHbLnoM zk*STIi)Q?(pMA2{&vcwyW~8^>n_pnGlX<=CWA8MHQ*w%z7RCsCZ+^|qB>(T2OhV2H zW8>FBo$`SK1$>UYOWQQ=J71GL#rbhZ#hmc?+R#%|wbl1leGU39XwK-K8V_=o)-T=jWbVR z-Tab_W|enwD&M%>*UIrJ&P@AytUmSCpDTHxC)Q|&^~Cyep5#)nJILAcX}zLzo5t~w zl|f7AByqX$v-l-T=O5rS@%qkC)Z3${`1tA4>2X1~-`wAS|4ZQ=%j7RN7+R*S+4CN> zBN{Y9AwRrDqtW`_qIStH>+o^PkV>cgxP7Cw$$YbW(A^45gP2yM0P7G5ocY zRrWmj?rN$N6XWlnhbQf*UZ^4)qyDYsioRS+O2r+OdDE91mR2cz&a`oEa;7n7PJz(% z`iNJahNl!tDmfKZUOPPBa6P_0wlzcEqQD{5QBgofHCirPXc<#$MAiAFAAW zA!HO+!fsgpv?=ZGgNBXKk}aFp?9yjpd?H@^`|b8kwZF@r_8sE1KOz}Za-$;bX~Dyf z0bT7~{4H_J90KbcZ%S>RP#A7_NMp}VCPmI2R-0o^|9rsIv|~~J_3O7xrv^&SU;fkl z9dr5bb37bY3``5NU+i|{b}J~^dAMSYW5pRR136s{IjfQrx%Z|>zF1^Y@**HKjmuG@ znCZGSixx*if!v|FZR>jP*Z<#}b8E}V$8*w3nVBEiiY)7R+1|`&a%b!Rjz1qx&!3|z zBy!`Nd{E+5(45@cMZf(_RJJ(&On=m9s^xRPOiW#X=dya^`7J+Jr<`4OWfMOOtMq9@ z4#k_yEj{yWt5;np*x_7osk>)!kAaoj0}i8IEobxu4y<8&Ct?w#aA0fp^>Z)t8c($8 zD8&TKW81XYllRaA#a$Wgvn1bnDV=4Ji7yac_Qg~tZr-)s+K*53U8wXszjq_cB^~=y zlNX(+`T3a){EOhSBI_I!tb!8=_AvFy%}v{mA$e5 zJkB{KcFky-mBu34)W7eyZ{Peyr(0O~zx_y_v?YJ1%DdQAR;vY>az3hu=t-Wke=BYz z{=&1vzQ|B9@ZQgyHJfc%R0Ufm%wc}&1-gLw^t~rc51&MIYrJR>=TNvKlPAUE|Jp_& zT#@5ZXc^=2?lKp}fZO6dep>#Ydy8zYzirfWZkA{_vI}idyb-xgD$C-HnWyFMc%g4P z)0X_z4$+fTJa{a9vD)c>ht=o&-(LM#N}(l1_tsL5#zV7Tu}(RXc~D&dwB2aey6Ele zHb0*Gx+?zAu3FZm{kv4o$F7`ZeW8*6>9mB0hgz52KG53SP+ai$>-FW4>{Y^F|^c~aJi$Bi= zi-o5dmL0zAr|zG?H*qRQxRMm_jz>|Gp0BjIXrcZlBwJQwSx5AT(|m`x58gP*opO5r zGcIGr#y;hbdsO7_s&M{4J9Ww8*`eD6IP>0kewo|6qzkaj)u75K-f7m*W zaPukueuM7Sy&hI0wzyg0f-GaKqg=%4X}VX9ydKAVzrHQ^_LKAW!OC$0dhfXBeX~7f zUs&^E!k4PAuTpq=oHl)(@!mFNN>)Z=@9*DVbX6~IPefeBL)PUlI*nYhA=tMI7m=clJyPHxlfopzi)arO88`u`{0S@0Nz| zDon_E5w)Y_Wf17Jkze%!PBJWU4HHVjH}uXEwslu|?)iSR$`OWt%r7r5@89I57ri^Q z?sxIbEqlAYj5zDwi2Hj9F^u=4b*OmhKPe9;Zi@$?qb}aQaV%U?v8_m0 z$mdMNjwrEpcb?eHJmhJp7PH^m#v>84SPTzjtqNbi?$CKf28Sb!pE;fu3YZl< z`hP7te`Q|jF5}p=h;2EMv(6iKsHpqLWu`UDUsk;I@?Fus2A)M5laHS|%x}Mj#jT^a zz}@l3q0cWGzFv>3KKte0JDDIUi$aAR4hu}8=LIWImNvM*d8zCP|%)AOUh8H!gQer9O?e$VH=l2=zW4i2VcQO_7G#RaG4e0V((|Abaq`->%Kl;lK zxA9*3etG_q%Ewkg271}InuQ*HU!tOw&a0Pb_*2EHGi0fX&8x2589(Ivrm$?BYptRw zuvloVexZWO^3MHJ6!Q81dg@+Z5$Fs$vZPRbf==q6EH@j5J=+V6_zjs4aUWXvP^d|Q z`8nIY`hv^_+B41>eiG}5EU4>|GvAV8loS+w2#F@^2MA}AN zPJU@>hq&5QUU`#(TLD6eVqeg2$b;l9`iPCoa_=eX!=R0*YOa2}%lo1wQ%;G4c{L9if>C=;w zTIIZtFEl<|=P;pZ19v0W(xn2I3!?AutM%PJ-ypGRSKX(R>a}&TDz7<;H<)!-9Q^h5 z^;A~j{r_w}IvD@_arVlz*)1(v4>z_3yRNEHRnbv;tPniuuSL$uRUzlgzA-qT@jUVQ z-t)()Kl+2O*qoVVdU~d=(}}CkG+9q?Wcki}MApfv6LwMB(|@3ANm{H5HcZux4lC`s zv$uM?(8dnafEh}0%&(tMkFQ%fZF$Y*aH*?nPu)~zQ3`$MBs6dR4womoiVrXDyM5gA z*+%tP5$hu>xZOj4F6Aixz;Scq^93f=Yo@C#zY*e~Ym~=vk}E)HbMf^^xg{UN`m@&=|$G_jVfb zeRK8n?Mv;`CkQb2EvfLd+#1X>{lkhYllI>@^h!!HRAiNrcpRU(h@RPwML92TTL?P^ z&9q3~D72Je*7SfWN-Y9OPZqYz1?8>m*>#`QTH}89BG@0M$%+LrhT&UcJF@a5%Y z)o`CFe@yc>OwpeEbAqFjQ&&eub3mxap+%Y@GZX#yJWz6BjeD-{wC2H$PUE7}%K0Z| z7Jt-ADZjU;Qb_XTeFaX%7J*0i17;}M6+bw@7<#E)Y=^J()kz=ce_h1gGU1GXoaV!w zkFKct#EMVYu;RvqDtkrcQxglq-f*TLS-0+d*Nw?*<-`;jJ)g(TKegrO>X6-UT)V|q z%77*%S_JCb?H3Eqcihf2h5gIByU}9n?x^hlyVK{^y;9-yNdoa3ms`wrT$U7C5?AWD zpeiE8$Km|?!_$_`3Fv!LQFuVmRj_M<4r`N$-h;2#9~0WB%Y%g@c39xeY;@woro(55T#^?y|_Uc5M`7&Mc`!XmQF zW7*9eg^R(54ThB8jf!{Utu$TYHG$)!_95jUR;|)b!Oo6}8$NV|IC3wV`q@h9tJRyL z2TMQOc4xc4a*e$?^#)7$^{Lsnr|!@7obI|J#E@&du+y4{N9*EG9GU5@Vq+8Y)a&Z{ z`1!lR6HAQD-akE-t&H8h?aPac&TM=#8k@z|PK{63o7nztXREPShv<#m>9SrQ=hQnn zb?o%Mt{uo#^7>luBG94qPE34O%T9z&oHIv9H)_j-udlCr|J$?i)Ab#WL7OTP&uJ;P z2uwOVXMaK9)DN;&WnQ4;+D}i@oqT6!aq&G+8W0L-iMC}By0PH%`SAGKrJHol#qQ8p zzwiHA3z-$n;5&rMj1qoWsCqRDD!YNxrjv(*Q({+)>D5)Clegci^48Ul*cf=sC+%D31n&opWO8vA#Rw#H+)0w!Z@^jHVu>J`b3|%+1baZfpUTV+j z{?W~O>F?e3NAtE9mvJh#OweI@`f2^1@4Z4xKh(e9e!tE;5WJa+k+)TIQYvVC{@2&n z%co6WcUSAa|D3Zo!7iO}asS!i)S3n1>*FqMNOV4@51M*nlA88uq7JLx%CNOjD>pUG zc%d=V@>A@}z@0kjGXL|%uFFk$&-~JBRw3PkBgkV z#jIr$Gxf{SqenfHf;N@BG>*|zRVkbXa^`9UO-t9f7r%E3Ed@<%c>U1u0%aK$i3J9( zo91jvJ$)*De(kbp+uz%1{B7@jr~^8@Km6c>{JN>Vx4*4;s_5M2v9su@#eC2tA}5!I z&%~UE2ifJP^vPPUdKx(S*{Pn^)s~k**Dt6=Y`0$YqhH-J{0TxtA#scXCWQ_yCgO(~v{ z+j3@#XoYlq25(hb0LqHFPfkvDck7eUym;|q(X*I6Huuw8RF*F(I0lL;ed(?}H~w?0 zdbPH;p1dAk?+b|wNA_0DNo%jHi;ZUElUXq>JpWI4Y6^JTFuARFmeS{Gf7ec{{{BvP z``t3><-H&YM|SU@9@`!lSS)dF=L2nM{o4KhN22Z0m%UppKZACPNl#mIQ;C1CMZlY~ zc9Z;jF?GM+nqU1n4Ww7)#sUM^q88)yb0^N4-`Dy5?d{}4te;QMx%l3D<)c>1-yrSW z?tSy8-M0QRO?dgal`$(-y{CChR63IZ+D7J4aA^KLkG_Bf4vbUHMMXtb)&1vB_OrF0 z*m6YW9BBGINkR3f+WGI2>s(fXZb1BaTwW6rl`9q+xEA%a@k*b1aIpF6r?$1bpRDb# zfAR(tm27rDUWrHUtD7AqXOPffl69ryGwAZx2@Bc|iJT0yDt)EmZ}YJwO78PkG(0v((R8i>9aIML|m z?0rG&-BjOkI&ml}o}Sn2zVzwj+9zjrR)97|=|pYuc=YJe8aXjgTKCunO0I=P&(Gi+uuIdj~EvhurU_BwGWs=WAF`^~6w-+7L$HOFPkPw4Oe13Ef0 zjK3S46xB+9skG6VbZR{_C-Tt8+U*es$}cYoYAF&oHDj zh?PrZ0;jMVw2(aEl-TuyRa7fvLgC|Mo+Tw)=GYX+&8tZ5m}4uS|8)bXR?|^cH1wSJ z$}oga-g>E2184^;X!}&88pugt{k-P)Di(vbb7xf^pXYpO=k?{_CB6{dr$cKVH@{DP z`|SUf`^@ZoQ=Xlj4K54?gf0clP^vq6nBQJ!Z`IeJ)7|0u6X!L%tKlu#PBr=W;?mOYtIpt<*(lRCUwA*WQ^@mkbDv(1uMe&NUj5Rr@?mEfBpgqgB&+LB z2*3Y7O!t1#XyMHf$q`N&y=MOIa^ka4NR1MHsWiw4Og=dDL<(2gSz{~N#o~FHcn?h-5LB`MN7-;Sf8x6Y1WkoYd}SJ%MORc zt{=9bW4b``cj)lpsT!<>uddAe4AE`)G{|XENzL2jn>*ic`1Sj={{AVq^LF=c1~qF0 zl9*aGg#_+YzuyZw=wfS6(Z1vHvPvJtg&`SqQri@f*(H_LEo*LWasK=Fob`K;-{0O^ zdV@-T#k>Uuu1sy9tHeMnBR}mr`ybR81FvrZ=QNSB-LY}fKh~c4limC4_s#VAQ{Ua) zU0en#Ih<@961!MLKsN!GyuRiOuE0Snw@Q^9I22nVIuAdbu-*Qr=Q022CI9LkG_t3B zcyLfiOzfB}sIU@v#K;w_vfzODAJB}QT@uixKqo_;b~zCTQz1yo>#^89-i{xk2; z{H&dzTaNFR-}iKJVJQdO?74JNYgraWrwvhV&28G*deq43w3T_c_(s|fz zcsb?8_x-D%s`<`3F~cxf#mZ_HsBqv=Ji>iQX3MMz3{M{&?FJoVc8{e(r>?9FR@Kux_bL$_Pb@qoJ`)>M&CJ5o{N`xzN|^-I z^ZzWH^jSO`RDkT3w61Inp0X-z?W{lle!mB;Fl!NTs%beS!kGcOMb?i6ban1Oxi4Q` ze!e-b365Kj37=oDQT=r5!22sjOTDJ1oSLE;w4)$#bvrn2g$h7E<@Zuk@LSlzwCDfN zimBfnIY8&j)Sro5x9gA+@4}d!MXPGoSA2XlCkIs0Oz;6k3o9$P*c8wzkgV(L*8Zz| zzIp!B)$`LMY;~MC6djKpk?dZ2`nK|sw9VctgO*MS=DH3}44?(&N{-G8omx{qJvkY) z*p2sV`F{W77SZLP>=l0ce6X0;_VRr~yYDKdo|-c8<>lqt$HA>fj*~WTPPsSr39I{^ z*!%sS_WwVh`+xmzHlH`ikN+-csf}U_i^1ah+3NWWX%LE3Ncel6O{R`9$UlS478KiSx8RXiN zQXoxFUtC;#X;*3X^5R!dm%p2SFZPyqM8u4%&dMzULJBpOWxKw}n}zAdm)|Y*n)0i@ zx}520YN&a^ANIp%40O7bn%-y$H2rQnmA!6a^}|VAD>AZX{L)IAq?nodEbLv_Bc^xK zP2Orrzq*q0b|h+a>1^uaS$%+K_WMe?q)A(hT;J);KX3W}^Z)zlYUkhj^|tGO-|4?O z?QD=gH^YKk0?Srh^YZq7{NXTv|MmEKTlw_uU;gg8|1og)w#Qc)etciIFSp{)v+v)Z z&$ljpHATK;-^*pQqs$l@NqKr+>9c;fL&CBs#m+9} ze(d98@$=-4y0)%d&gP)Hsp#pdKQ=3G%fZ(~nAu-;?OK`&(ppFS+0L(Y@;Ty`a-9 z!InQ=Ae+^*Xwjk_U#~?k4qqSl^T$l_`(4TZzi*28adOg?U}lAlZ|<`mpI2MyI>qYA z1m{otPY5h!VAvOVNW|33(a|xc{_od|%l+rq{COn({#fGje@baJA+xHo7*vd^&;5CE z?|JygLo*70?kInMukiQV?e3nQo%1;v4w#==TXW?`bFTi*CzE!(*>w8T$F$jbGUc(Q zaV2^8t-fAii0D`Iohxc@@!9<2!=C=nA1j~F6=!DS>4@5z_0y7pVGa8s5z|`_4mK~& zzrSx|(bH2I0sB?*_I`PDWA$mXmCIQVRDF16E&TcRcdzHVXPmEyhQ|mlpI5bND?39( ze~V_;9`*S(Mt&9#TO#&U6kgHP=(x{kVcBPyvR-Px9>dj}oArBpg@4D3c2A%3G+lsC z%0vUSgrO>mfx)!TfK~A0G3opxf$p-R^0i+A_sKnsv+H|j&7PZSvycA$eqa7}?)KPMD;XKCL>v;SIkuo zNcqlast<~bldJvprE{Tk`?JS-g56u6k~|vP2ul-ugg>S{62W4rsl=M z_G7;0cSXLwz7Em8zN|N%@rU}+qelx*>uz`1U-$RZ$Lh(;jx(zB_582?sGH3iaCFb7 zYt=vBe=rTy`hB4nwN-X@zaHd2 zZ(np>S8r1p!_+SmKA+C7G63aGyL%Ondmpdc{jO_W?Cxdrq!<|fyUb|PPyF`g=Ec?F z>nlDU761IPFM50TZN1mhXJ_T4{AJLZxbw64(f;~6XPeL8Z?Cs5c`?DhGQV4Q8z|Q@ z>}xPy_Q3l_$z|Wi7v1H1h5alP<@bO4*7Bn4P=mzhZ!E9b13dTqJa^F|G&S#h(x3_zCZtm>hoiZpUbZwk$&%U=J@UW{k3=Me!soA zEjRi#KSO})jr)A@fwRqWla6!hODna`y(Iq7@zBK?G}6bSg!r;-1)YlLEBIKVp`*TI($us zcAk{fb-qd!`|s;ltk77u=hLYg_Uy84A`A?n-3F|$Pqc6fFDie3@8h-T)$`e|u8e)X zyb$ z=TtoE{8@3Qh5xa&I#0(!|DJ8f7~(HGE5~*Gt@^u0$*cB#_5JRPi`~0}7#Kq5$OeDl z-SK|k??-PopYJ=`E&lxR;r+YaW2)|TZcIG<>zed~{TnJgBmcZPb+GV#^6K;NwKX+6 zz4iB+++X%Y%meR=&vQF3 zK5u%R{OC&L&mG0j&lTRz-R^q4Pj;<5gM+D}&q4DQd-mAWeO(=YwDfxHboooO|Gxd# zUo9u|_qUAbQP*;#4-T(c7y@`XgE!1OGvD6+*VotL{5BsP?9P?>#1V?`&KyFMM2n-+cQPM$@e6SMK)ziU0HGmG$GvN4-C1$L=cWl+NE{cx!w9 z{HiKQrJ!PS=X;xU-UBWF7E+V#oKZ=&z#R4u=eba6(+x8i;8XjUN`?- zShnKltk@t{R@Rlv*%=O0Dfu`i39I>Z7@xN>cI%gmE&O)H-_KIX?{#Itm6ebA(;dFv zRxQ0h-|gsu`*#Jo?IS0}-%gz#`-s2(M{{ft1B2-V1J*D4*qr>}K;y=Yi;Mo; z+9rGZS-OAj-G#ZYUNWu`miL({`B#7c)<>Pypn~)utN0Pg^f`&sMHn1-Rec;)jcR{= zvH1OFbMlc6!Jj)8EGU~(cSrH!`}TJCyN?!Kxy<~-3sj+(I?Hutx7!Gvp0@tP`nNkC z_x;pc2|7$Hl%YY&XGW7(#q86~{B{!0=a$D!nKtd&^=&zOBmX?xb8qAIb+?zylRHqK zdgXM!`~TBKs>fMou@YG>(9!W@9yqCzI1w=)a=}6jQk7?YtoL3gcRM( zt+oGo(jPQk@pH$LyuvTGFMnTLe%$e=<4cCAZ_n(pZnqZ}zhB_56S3u2!RKwcw~tK? zkCVK+tJK@pmVrS_GLdUl!=_D}c08Mv{b>9Czq$V^&%UjlKBwC0&EDJFRxW3sP+fb6 z-SELFMZ;%rIe+fhu)*M*)$27D-|rMJj@w%m#>vodUU1n0u9-%uUUTaI{rq?%xj!_< zx?+Cpqv^H%-P6vRd0Lq-cs9$jIxnW^ac$xM$LB+1ZiCuKuU4-w+hNJT@PC>CYv_d& z6O}*T{;lRWXGXtwSNEee!r}Mtg$G@~{JY_6vS(!FpNH%0k8X9A>s^}q^yk)PzO#?H zipPrBR(%1tR00_oKIC%-2e?k1KK*#<^;q%nm_k>b*j*<3uhm@ceZ0K3PQYFEi+$kk zvbR@)Syp|#?A&hq^ZJe-zp9gdxv!ot7ZnpDlRmF9?aSNS=JlWC7#M0K4~c{n1~2#P zWn^YM^5NlO?RBMj_to_N+?U%JK0SBRIo=g@n?5gQ`}gi!SMd^~cKN!BKaa%scbMhg zQkg5wz!2JRz1n)dSO%Q z=||V1^UszWotbNGzCUdH4g){iZwD+M?{H2&-1artUvR~fXSzRB*6n|MamUkrf*ZHg zMAog1+gk-{OFVz>VVZG4;j0KE!wR+*%@xPQbRq=8V@pHtR6Ont3=5kUe|v%B-X9k? zvOk-s^_%BIWcTzbN9EuDEWT6mJb7cr$5-syBBG*4J=N!m{QdRy^!#1y3=FTk3|LJM zY{|U*=ux+RU-i44>ih5NZ%#a{6Cf+HT&B3efz>7Q=cXOCH{u_?x-HjtsgnD%=*fBS zZf;IL|Kk4s`Ym~H*H|$yT(eE&%9;RLZ>zWa&8CVE2idQ4h16Ebh%A?>buih|%$1cg zVb}YOfrV!uv?u>^Uz%;3`99tLcVx+n3yLrQFfgpR*P^+i@mRn7{Q35vOB6#{R=G)E z>9@1x>ziDE!FNHERMF{s6WZr>-M{~};*8$h_`+w%+y9vrxlxBKm+bNmbqvm9qM zNxhj{e(z*?0I#&!8l`~TEso6=UvDr!I-uId{eI{9oSnhptdb9-Vcwk`JN|q+{aH37d&(8vzIpd=TidsT#ij$_tmU&v)GcaVSC35|USs-OsQvs^O z_J;)oSo7Uo?>*<<>j^iuJ$@F(y=sQ$<@D$NH+Db2n7+8?=BF;_v;7v2I{s)@&$TM` zvUO!($TCRe`Z33Ivf5Ez^E(3NcM9EgVt4&2{5aFL{N)_>ReQ^Cn`K>HmHKqSq*Hlk zYd?N1|9t!FzdvtQZ_K*-D!R10tLxM9H*-s`MQ%JQ7QJMi8Uq7I@PYkdQBhLOY`k6e z|33Erd~RyBJzv=VU1@>Lw*Ps7ArZ%goK&k0-TN@HzIXO}X~E><{_A$ct&iJl@$rc8 z<1@zRd!C)0tv*+ofuUxaZ192lDQ{=(`u%SAW6-98^5C@>Qy%j!zW)7t=i^=P#dT+y zZJRXV#2d@c$se5kpZedNZCsvs^sA23+@e#O7k8Jx&$x5rzdIwtikcS92j0;;i&AaA z-AFDxYkK|2>h=4g3ip=1jrw@kw!BNY|BqkY?)b7g-VbN1lkXh)Q?|F={h#Ty^%0SU zd%dUYfx2QAZ#EoWv|+=AekO(nFYg&l`!4-7jhwOT=d;#|YqZZ|F z{mFbk%S>)9XuR55`eyP`@8lmR#2=q)pWk==|2M~@Uv(Tx-`}(KvwpkfM&|OlYpfX< zLYoX&Yjkhk3@*P{nSQ6}w60<0C;M|-G&S|Q-k0B2u9DwapR@hyGd}P3^^(oU_t+}F ztNJnX56?dnKxbIzXjLe~5g|hkoYS#CG-Z%o#I;`pkWKYiWTtzm1Uo?0)i`ua*#H+q|onL7i+4>iu<16B7W zKb_KEe+1OWb8hGBt^E9K?bokst+#YKe}661{_eIaxY5IR_1u}8#h+sXBYUbo-}TI{ zT^qRAt?))-`_YN+a+1~WcBYGnh^Wj~XJA;ve@JA)8BmFQQholJ@}SiBH`mtBpDH_R zp8Kl5Wxd~Wqg7_B*TjO_aDt1E9Z5dFN2tE`?cA+$d;vj0LhN!C2{NTu0)Og)S~g-b z3=LAwGnlkmTe-!L3H#d!9&YFFpQ!9!rx#RuXH%%mw)p85DfeSPNB`ecT)tq_sY93V z-zJGa3=4Bg~)b)G6 z-O_$_ZSCxobqovvq8z~vQ*95Y-`P2Y0CwZqqawJq)DPJW(i<#K)Qwyt&7 zrCqXC+q)MXvO4+9=j!IHtE>LhtT0u4_0;_M@l8*)?Y`H}wJJTuZ*V^8il6mck*(R+ z{fy!n7*=GpXfBAFVV)mn^Y_c;$`z;h{O22|zx`Z$?asIDr^{qN6|dYBv9)%&ZmZU{ zO-V;j{kiZ-{Jz9|_Z8yDdb)RV+x@(wWtx3W=i9yN_czk#*M15&V`E_WSA9q%K(~D7 zp0C%UK|>hFi_hDN>+kvCq!Y2>LGk_YpzRiAch@<;+2s5C#=_6jey%QD%sc7KOcSx% zO)7EH-yM4-f7k8#a_mP%>YLviD^A{Of1Cd5>gwt8G4otkyveMJ&fPjy-ImGjJmbo$W&5fP0ax2T;>`Be}ymnjQ_8YL|dlYd`hV7g!T%Y0FB@#ov0yxn+QuCnJ=>Gjyp*$fN^cB%R>nx5+t)&3MP z)pgay#qP&fuiy8pb^E{6S0W-V&%dorKEC$$(}`KD%ho=Mj^5JqOOh_8hU&S0Yz_e2tkO zwk}3AIK5T|)X8}7J8PbN$h@N~zAr!15xUy$?{xe9eX`bW)AeFMNle{)YisuN14RrB z9u6~@elVS$uHV1^@7w&!B~ikw?^VCw`{&Q9`lUNo7+B@pQ@S6xwes|`i`zmkXWU+t zxh40eiIjQP3!g>nAA+ikLsMoNCZ6i4sQ=XSL!o-Uk+GWZ+^_oOj;UQ;U7ysS}lCeSC?H}l=(R0R?6ZP;oH;Z$4_Zpp1Ij8`Imcf(yuj_W|(FB`TSpD zvh4gU;mONtMK;^b`!4@ql2_X7%;L-G$|2i~wYq~D7#yCe_%PP^7C%3Cmig+egsDeY zdrnrXU74`;7#r^^*Uf6uu9tnKTsQlgok|WhJ7<^ves<0l$DA7*>i%hItcX>uOVbWp z)3fulxa-R%*FdZM#3|>ZMT-Cbt30=-wVvO9b@G)zt=;>-*l#a=eeLJka#^dAj&E;o zKYxF7b>!x>vZag+4x-9Fj5W^F^kStZtNWi*zIvon_;dI-%j(qhsMPii^`gA5rn@X| z`}%pt)r{t=8?z3#ebqV?diT*G4K1ynM~4pm`F3d0BCDU(|8{OD_wkT@ z{O8+|tM6Ca*YA4v`TqWCb01HURoj=6S*a5jHEsX;ua>`WP1^LQ_TVDb)yh}?wEld) zUg`G3D~nvaGp?=*-I86ZV8Ml(6hha>?Op%nJSzi(mV6?YLZgnC?`$*Ov~zPJ zKh84EzV`f{xNcO)+B&<)kXtE}eHRrzK2}+C>d@s`3{&@}uUGS(WziwSz>vj}$hAP| z^q~;36<*%n$@lhDZcI4XG{e5W?&$Ay`}FrWwXL~9mxlkWuB@!w$D9?bsi$}DaZp)B z#kXH?p1+wo_wyDto7!)+XVZ7jWngGHFSLwd)kYn!)ZLq}9a*Ilvi9ekSbYtR6Xoiu z>!Y@2h1UFg9`5PsDL3!cm6el!?H6KT2gTe~DWM4f3L_83 literal 0 HcmV?d00001 diff --git a/figures/step16/minifig_heads_shares.png b/figures/step16/minifig_heads_shares.png new file mode 100644 index 0000000000000000000000000000000000000000..034db4c44cbb3f26462286d6c6d6fe589285e83f GIT binary patch literal 163612 zcmeAS@N?(olHy`uVBq!ia0y~y;Phc&VE)6w#=yWZ{YRP`0|SFqiEBhjaDG}zd16s2 zgKuI2PG*uqS!z*nW`3Tro}q!BxsF0cNl8JmmA-y1T!mhKQM$g*M&%F&1_sUo zkH}&M1}Rk#W^8}4{Q(0b1B0iFV@SoEH+NYpg44y>KTN)IS2JM24!-FJZyYOVyWPek zZ&q@^?2fqvkAz-d-uwt~G1d^4?WpU|^VRUj8notD|GVGT+%jbFE5w?#eJQC@gB_ z77r>YFxa_!_vHu=%?F z%ku?wzP{alzpJqL`Y>H;^l;74f`1mp&mHztqeE#dwor;QzNjGa8_m#c9_2l_;_sh$CFTc*7AysU< z-s8Ba-LWTAgw_2t;@gj#?yUcB_x0uF_AXIvw{6?Dy|mMR`t@-_O^waZU%$G(<=)$K z^TOFin->=syPG5(;YejWaI9BadY322#S9D!+#&hJKxmct`b&HG}EbF?048Kkti+XLpES7r)={>gw?2rrFmz6h7?OVX^pijGm=!-W?0We~0<) z14>G^ES$|!>5-JARQmc_@1jMEToM%0XF_xEWoQl;K2Uz*_wV1APfk|PytKqKWSNiT zt!=r{%cdQC`n~MU4acQkQy1C){}Y_D)1ZA#;LWoa7R)mBiWXyIU@*uNR`XfV(!!E; zbCc@THIc#j&!-hXKX>u{{{MPS{%Zd7eCExY_h`7F?U*?q*> zzZWWS*2m4UELNLqTRkoB-X6`iZMnB6ZG7M$an9)LtE<{kTQVjtoXuRx!G3I>ef_*w z*VcNUo~CPDQVa=M1$Ko5Pzim2<0EUx%S9sm%l+mq3SAu*cy(3i(a(Z{f?uwN$6q|! zEnXURZ?d}ok=V<6dU{*Z&&w5+mY#iBo)Dv2|0Bti|EBKm!{CI&#L!T(nfy8ir6i$wV4>;G)r;r#E?Qg5XI zuU#{~KJK@FwPnwvqut#Kt1ny#(2Cxc!?#_If#JZ8KfhkDS9-BHVq?;yIji-jO`Eo8 zizIvI6zy=mtHs{abOhJm++Ci(cduN79Sa+qmiLFku;AqDOTEP>YHDj}bX;2>pa0^S zgWLhe2AK=L{`@TdxR)F3BnBU0rez?OPe+WNc)7E8pPa4N$&)A9a)lWf8VtL8dY0%$ zZ|f-J^K$!XZBQPxL1gl#MUtEU{QMle*sb@-k5f~%c|pYl$OwiLs?gkE=-MTs=1=+8S-mWGuFCQp$;_TVptSc)VC#(4iNwSzc{P|;%A-}rc9D&Bj z7_kqN{p|$T=jZ49i)w`koPPKw^wy7`KRe&Z##~$K(kYY_m&d(*W$Ni^kMipCR-45< z>btEpwXgEa3qf9KGoKW@f|3%E^Rc_jeE&S+Am8b*@&1{O*~)+A}9dM>lGVhfe?dtmj4wf3`a|vu&yP_$WkN>++;q zOMl&xu{d5Ey&=Kz;`*4lmiv#J+4()>Ett9XUt2!EPHUSyJ3ISC%~tO(d#bzQ-y^$nU-`ZXJClxbb@lgOx3ZtU;>o0`b1KiCJn4BRet`qys*shFPAF_lJ1aHO zQ+N0K^6&5NUfG%*K5=gEef{s+@2mId>qc+$d7T}zw`%II@9+JWdQBDj{3&2pNv4!R zLcq|5^L#-&x7B9VLS7lQItdUi8Xt>lW(yZN^8^xrS9tQ7wF>(`{Yb7d{9t%HwtiDq6| z5va7=wQPm8T0!PcHQ!kiwr@ATdFxhJZsCy*L96%c*T?T)_VMxY;Ip$#PaZz(ymS86 ztgBvM)^2l%t?ToyER3|icYY_Yjs5;~ySy*2ulv7I{&j0#>D}}#H@9YsySlq~f7IXi z!|CzslxKG)-F-ao3j6D8YrVh6g|hoTm$K9UV0Y+w%suxXHYcBZ>+x4SKPS8P@4>eZ z%RUx1GW#z1di?aG?*@s7Sbn|V|NlhDIc>>@Usvt2{Zu&7xF&2}Oyn1CdE=jd{(iq- zzkF8z^4Z4ee4(que5Y)9ocZ(byE{9LPv73M&yG36O3(ZD+-J5^!Pf>e{uV2X1=?>-#=1y?(Zd+PUqj-v+(`? z|8Z~P|NNY`o&8?<5~2B)m1{z_+kW`i(|`4kyq<# z|ByNM-0@$}lt9U2TaLTlll%GO@NF^u{@*KIyTwYLoR}CB*=J|>eZ`|S`|t3@h3`4H zqyC3+a=)DIrrH`7aE4^C4Fb^(ffjXtEaEE#4nH|Ld8^;+w{O?ZF;h`-d290h{r&JM z+Tnhdb9Ws)d)Bw`$qB)&pVvojcC);@(79b?e*M3l$DaQ9^-D|6wrWY4rT;vei?`S^ zSH$k#cIf{7_{Y`Hu0MGB>gwv{H#VpDAG&za@UGFixV@_`XMcTjGk9l=y}kX@$A9Ks zUCW=_{K{rk?XlCL&)?nM-Sy~bcXn*r$w{h5e+9d5jr~)Ve7x`K4w-k0gO~ehZc?_g zin_QZGq`ts-~tE6i|;S}3VeHeOU2%uyLM&OzL&50(D>-(<>gt=f&aF z$=>r{^4E28@$++wi3CpZo1>x46F6rmUk~qFmnI-dj&U{c4?jtcT}1WA*QEYZv9+-4%5^Gdp|rjU9!_ z({9iDHsiwf{P^DWPv5;;XHoyJrtSURbLafBXWRdNW9%9bFyYqE(BH0?57b(ez6$Bh zy|6Ujc=!2?%R7tHpBfr#YI?qYogsZi_W!1;JC~QrU!9w+q@*O0dwbheD}MR*wDa@U z7S3K9vNEV`ee^;n*2xy@Uo^$XM_oHTU0*cy^t7u#qCP)AFaCK?#Yd;WjY+P(mos1e z@7b1FTg!H#B<5P`?qJ(zuQ#pFyT311=DCS({)Yz#CF|-g9sl|N++6EZFQ1*8yZVII z%R9$!tIyy3>FMd^8*Oc?zFesAxp;hIP^s;@xV=_aw`uWC)eb**<@e>UpYu;o(-jR2 z43wI#?0Y=-*3RPPhYlWee7vdd@7L=x@t`!i;m41PqYaGATk5V&w%eW&^&ONf85ky1 z>wJ~0VFhv8jz=#1^Y`!39o^mCC!!{ZrR%JW-o9?ewD~jvTwP? zbOa(LEt2`}bDk}Kk$vc?*6R_|9g76zH8*<+TY(UZcab%Vm4XYJg-AX zaMh$qlUyvt=S_eA?Ae--8g=vg2hT>bSX3X|n0(wt+G4T4TY1Ol>c=mC^nECNe5`Z# zr=NW_`?&Aly&IdN@ZgPx?`$*C%f;2~yi!xLBtFq7 zjq$EWYb58)bT~EdprqoDzREbZ@9O&X=jYif2{Zd2m&~&`+^2TufBN}(qOWJ&S5G&8 zuqL_w?^ki%$W1O^4AW0M-2HKLR8afv@)s8r4db@uL{4;V+%9@f>sap7o`|=%w}+>t zUu@az@!|K=9Doa-B6@^3mJQ z?ecNU|Lm)rv$@@-@>9#Xxz_5_CWjt8cra;ZP#JgJ_4xX~TTieY`F(M9_FHxBx+O-FY7rmUBjmOhF&8_8n1 zSVUg9V)pGVnZmg@HaO-yzQcC!{EqyqXYDIKBp9B%*-|lQb9%uxxqD(ea_-Kr|EIZW z)`z0C<>dph;ASJ(%u zhvyZOkN1h5ep2`Fv336WhYuerWy{pxd-(mtZ@cs}k6!-REI8l3!phFg%gcpSmEk zpmS%AJ`c3J_F>!EnSXy6%Y%vp1_p@$J+^dE+u1=cWk%51b(hx1+i$&G@QuH2U&zX! zuIK0HXP^0_lDg{A%gaG~Z_jVHtNpbi_FRXc@|4Rx(&l=1KTn)EQ7PNsP15&Ds#Sn$ z>Z}Kf_5c1z8CxtpD>XInnxL=bvMXPkmu*`)J1qA1zF)7jpMJi)+&_Fb&pEp#vt}wR zw*FuJ{oUGcd}Zf66nqbtKS^gz7n?loL;HlFS5?CiR5;eyWI`+jq+G~*xte!pK_ za`Bai|DNe6XBxMA-qi0B(VX2_Kh1iG|tVjoSY~1Zat_x&)RHtC;iWy>C>k_I@T+lwVacOCnSwYCvZ{AjXGoP zw}y?z-#`5J$UfM_dMa~Q+1pv~D$ix5=jN_G^J7t-WX{V=OHVyr6T92&?&q2}k9lNn zUGr^b<2~|cPOksmkJ{$OK6@)ayY1w$o1Zy(W^uP&U$u{EvX5Iu-Ml{I7FpY>khdmx z_%iR878ZJz?s-z0oSLdSFZ=qsx!0~g%DsN$y!Ni3SoWHjAMf}7zp}5-g!ldDS<7zk zudiRlWAZBF_OUNtB^4Gw-n8y^mD}&Ev$IT(7VqKvv3L2=<1@u{qn1?pXWHAp{QO71 z*6x{3TBPb*`%63j+}N0$^_~A8&$-JV(wWcYO%*o;7<9UVO#C>nJF7un~HB~!Y?D3qluBX(N@ugpRV14sys>{P1o**|) z&1$c-!fE_!lTT)xon@-@*dc08W&38P%*{DBjV9h~d;j8jPtu%5N7-}dE-Z9rf4Xh8 z*QvBak$hWHoge2g|FN2Rbf!ayFjLd8qHF3B2EQ;CWnN1(& z1iadIy{Di|`kdTh3uoc8!`it(V>{@995# zYtzjSyJlLKuakIw#$b-;`3WKCYv;UmjsH@3=QPhb9TnMli`9Y6Y`j^d$>nG>+tP$8|Q~_YC6AGzV64uTh}MrakH|pWXxGt`T5zYmz%2c&aFMq zaPw$nhs9&r$3EeI?p=QLm?vH1(VB&`UVQ#@et!DR+2;9Qiu@j*Uq5H7$K8L5xv&4+ zO!)cfsb$@oC*RNgZe6BRx$DuHSjp6+r{`DM$flQHR$Z+8{`ISAC+BZp^4DehTa(qG zVsW0NaazazIgWk%C$Bub{^0!g6|4b5WMCN`%?O!v4V)^k|=fkga{Yhn%u zmnQsZnq_tF+_{ilC7DlKx1D*^Z4;w4vG792woQ(I>b6YW=BfAo(A!I?v!4jH#)!Ep zvED88obhH#^yL=s(;v2J#%5gGQfKl|C^X3W=b@cyZ*OfC7T+2A{ABK>Uk|vOWh_>n z{`J5?N-ur#UGO$!>mJ37i@VeyvO$AzjMDgi>#S=_wfe3 z9U>FAUFr-H=-QRsy(PX-)5P~+Q0DD3uN}BVu85sDoElv@*YkLFsHE)Y;#palmU^#O z>Ho5Lm&#VJ_TaJd=@&95pRQWcpnf&CPku5}xW$3+`;L<;-|m?t8WZOyd^JHXcG>Au zJ1w`{F~4Ze>P+P`xY*Jhzjdne)#pFsOXa7ZQciE*cEC>0S$AsgxfOS|*!4|a8@2UR zLHr3WyZ8_L4y%eREi0U9|8j5Ym35$TqRQYFt3Q#TD7HR*@%VGOIQ^J=LDQ3U>hm9e zd-Zq^A0%FHF8&+t2Vxpn)s+9au+Z66OrUhh?w>!M0@9l7e&kjAW?fyiv^4JO^ZYwI zCgxSW!^L5;=8OOvQEY*qLl{Y!4&1B!? z`e$cmK4KDMm;K19yU*gs$K&$BTeGfiNz1%&bgFiEP^#7mp1jE=g1x`JZr2@WG_m20 z|MHZ(?@s#7-0C#X;~k%$pMU*UVxfLenW^uOMb`4}j~+cbQg=xFrlmA*KD$iIgu7>? zF4dj-?RRpL>Q=wguP5p&WWP@4J5*d!a%QXDxi=f5thRk{t}lg>k}Pjo@}!|rB$S5N#Cn)i%*wCTADwV)NrIrRCYBKmMF|`~2r8S2h|g{+yn6@7izpvJHCQt6c zAf3g}jkSa)g|GbP?Up)!36D$Wb8qd%lahlzc(_R>TnVhb+jGr6e$ADTd7a*Bo-?;@ z+U)!3=<~O?w@;ovefo|CCvJvR%zyB}c;AmR;_G*u@d}IY_SW!ZWS)8V*biGTam!N8 zm#S;y=e0jSn`>Fvb76YVuX(3i3N3Ba)zvq~%3BmTuuLc_V2#&#`k-%b_4lm3FV>tc zn}5-4ewqDQ?ba{j^m1)o0}FLk)Q5xDkCauVS3N%SS!c^i1crl<&q3 zb{@~o`HIeK6olOVw&48d{jWZ%?LK&_=G;jQ>G>sRo|bt_J}7z>v2y+S<8xYjjV*g+ zEQ6+mUJ=t->b<+2gQ(e5%8bbEPX)+FW)S98*;{xx04#OHT$@o*cDzC>h1M9NOx38ptA|F06y`nl-$kxt>#dFHt{r%cn0o-}{{{2c|q zzTdCE{PObhqpi04B#!?7d_Y`or_8Kvn^KWe?9PVarZ z#wh05i!(EgA33S9r@y23(!E;S%dApi|C~p@rf~N3qtEruT|4^TSL^#R@hwYB=U#naRvY-XxR%x6)#n}4 zr(S$ z-DPiQNmPA%PS4bqU}r55>o~)*u3#GHOWU+7;j3Oxe;%mIuVQ=b^hu4& zPGw%49}OQ}T^;_&skrP~`?^TQP0`;xWZ#*eJ93=)@uZI5-`_7+^`6$T$!*TgW_^eM z|9-!Zy!Ea$vj5hyhj!DpsmI6P*J00ldTnD=*7_~HX{Eb=yk5V5N@R;gL9e%3+S7{l zvsSim*Y{m2_H|?K$6pt>#_qcGz0hBL)$0l0``_$SV>k0w-B)34SN?7e$C9Y6SyO+^ zZ(g`lMvA>q`gbL3QCmsfV;+}@6DLM(_IWvJue<#7dd<_q?EhX&@(hr+yY}(ha^2HY zw#@zfZPl-xPVvXRY9AMCvU_eaOg`4}US`>cow1PeYme^Z9n9eJD?uh;5kzctArD8cvECELuqyUY7Gd0Dv?ob*3;YD(zNi(#>a|BD+$ z+~x5n50FKcUb?`Ii>EWwoRJ*?UR`*t5*gWgU4;Y z(h%k|TXN%n-Prb{Mk}@WVevG(bL_ut-o5-a%W~)0!v6)9K71ZeE~QU8^Dg;VQ5@sn z0A7ug8S~HksO@_*=l{|(o_DsrsoVGX?PTMPnTO`HF8Ln1%x7lE%(gG3Yp$5DjFqg- zdoHcCWS@OFIKDK^edXnW(`SsOlp{Mksqobc%q#ruLeR@^={(VN=jOlwX zii8|~UGntQ)KlGuY9`(i*s+Csd*m*KwQmnaxJA}1$(?k4{Wv>eCSFuGrF%cIRUlqD~n#A)SwK+FcjHS%;*2u)~t=f8Rfm<%) z%C*tk!}9z;KRdhlPSKAKiB*4pZ9Vq<`kF}Pf1fsbl-57|yEk-o*r{Co)#A-dlk0MF z)?8B%bL_vYK(WFrZ5ERDA#zK`#A6AI-vr%t zH>#dvy6rPpivMD_-YJhWH!ocEs8}hz>(tB7_UUO;o0PJzuk-!2q3mr`@A;3Fvre-u zyPN-|a?KUHSQdYXrBMqhcjslk7~o#^AgzrK2x zvfFMCHZ#6-GH+i}R#3U_jYhzNh9Vp5(~pE|=312ou`&Gl^Z9(% z^4Vs&vrep0ynA>4-ARTw71xT#<=6iD5-44Bh*2tLk>~7(hugay#LQAoOyFrY{Lz$l z>x?R>3mNsVm6>yik34QzmmG^QTOVYqK^M*q2J%#oyw@WXK!JqLaqgePwa;Y zSHk$tJWwz$UFI`$(Vcl;ANJe-yHF)KUBAOSa$3dxt(!NWzVgZPg6FNWy1!q;w=$ai zk(zVWMcVFL>DybOGe4$WSrHiJEneiH^*zz;DX;ON*NgJ+@5|Cp`CRz#%uM5?J;}%W zUY=^|leG?;`LUkBlmVp6S~8WpHnJbbyg>L9lM`_a`TX zt?K^lxK_4`ZQBaAZIX{GS&PKj*Lxl8kT%N+koGxqTH`6{bU zIx9QhO6&0A>ZPA;>&+xA3KIHcw7>dhiC^Br|7o9D<|P#)wO>E(9F{z(<~L`>nMb$x z)mDG3bP&FGt>X68@NMysG;~4@0FEd~?I_=%b_EqM#At8@Fz0)zs8n(yc!` z%k}zW@|C#08iP%{D-0$eq)6+$(zrPFJl6N=C()Z#bS5ZMh!I#q(Tb*4#zi!oy zU8SoZJv!Rmwb;F1tM11`_SVIV7auxz&M$Cnl&N9w`t|E?eLvm*`SaITS1+%$xBvM> z*l=%eZ*S7iPfxpMo9AoE+0|&YmA}8Ix%~6z&%xXJ?-xh?nYW|%PtC@pqawS@--q4V zUGBeg&4&*KTWgP<_I>^K_V$(6yxaL?MXJBO5&V0y{`R)q)ivuJ8kxB2>+9Fv?%efl z)uVlFcTb@o^igzGfX=>OI}X+O0=o;f76{g#JEy`c!q<%bS~*-+Brv zm=Y5c6_-8Szvt|~pU>xaaf|D9yltF6-!QrDMp&xR%tx!&@ALW|R}r0id0B7L!$Yk} zzaQrQykGx6bWP08puoj$ys6gv|NVNcv-kRf1qvHwSLc1#4qFp2$GY5a&EneM-!zZ) z%dgi6T-0)_w&c_l%~O??w&&+sho3opc#dW9l-eVQ`|ba&*v7jjw{ZR^6Foh>uE@=4 zn&;-*>$Bx?uV>yFvu;K3^1h*DrmO*?(tb*543l+&~9YIiAV|G07Nef#u-zyIwh ze0-$r*ln%#%=hkv_IJ;^=9rPOVo}V_qEne#p{tfeY)EK~5ZnIq$;ru&cHCJTZT@jy z#jKW=7N70mUuP(6?fjp2Z%^c!Zs&Hs&c8ub{_EDQ>zb|~zbaO2zkO!pp8a3n-;bC1 zTsi-F?u7o}J^NOLt<_rg@UP?5)#2-p)LhzF{^Z2Or07RKD`#ii+q3i2oGBN7u5<5~ zJC!-hBva`ccm8&Eez_1H8H<3Ov1!lttUTE(Z9e7n!@A4Ice=_Sw>@^;>T2DCx6ckX zv!A*iayPAF{*-UEFXwy(O;+T#Y~Kl*IJ~wtTK(GU<;$1PXq!HqPO|{oH@1q{l4FNca6T3t~qn&+k);VPf}c;o|-!K^po>T zcbB~tdiyB(z4`qbPKLwhk&+L=2T(lLsuy4X<0RvDulCX#|xMpGqSJ(rFuHEJDm+ih0 zx;jkvsnJ&6nuA8VS0BjldvH!%z~pTFj)KHqalfC70zN)EYI^RpxPIB28w>X|tXSWm zxo^Yazl+|PhU)K15ivM=tWS3J#=omRgV^ux>|DInzCt5%(~?L3{{GH-e*SI4$`va# zTo=3bnrxe@FZR(@BlB;@?gdB1EiDCnrso!2Sm2m--`mX@G(R|T;>5_h{W2blPS-8Y zlYh$H3!0r}Ted>FV)h(^#HMRzIGr|BGYBrKNjoe}6k0^kHJk$w{iG9D24eub1YlIGrK8;lKfhqtEBp zuM3|2Q>iW~DQOvaE_S)UeDC^)&z`9xq!&dJjbRFeoFRo$!RGehCn&X|k+_Wx$Q`nkxp z`%?Y?zwV$iR`t)0Co>i=UOeOc-Me$MuB=e>YI$>S@9cH4yO(|4y5k7v^q|OnHI}ts zF1jbxMMp<#g|C~Fad>U?_7x#3gR-9MMr>H1arem5->0VQ>py#3HbpbIt&LY&EpB)0 z?y@EMXJ?rTFKykC!ZtlUP*-$Dq;c9Afu-F$SY|F?zI@Y{sIY?hg)3LLa*JzCKmNMq z|EK?;0f4_Nqr{F*c=PtHE2o;?*+Wa^cCrZBAA8+@y65As)lpkl`JH}LG%+S9>*l7^ zD~nvYKYjeDC@n2*Sa5SCXu@byLi+i6zTs+H0k_0`p*d-nM4d?J;9JI1NU z`}&)^yQj;@$ZYykSGjY~{hYhIrdpM}P}nBBvUlIUeOH$GN=NN1T3YcwvvB9Mna1f| zZ|9y~R2XUYPFt>G&S}2bokgw7{O7OR%6q@&bMK9^=&f0*+qm_7kG=i%YW4aTcXk$= zBphJ4)P8EJc6V;!<72&#_KIl+xqMOIKX3YU@vAF?-KRXVDSFcJBD~b@&j;tgqW=5( z=g+@xxqW9vpmN}+w70jmp4v3$*MZdOJ9wg>pPReVYpPb#?uXw#S?Nb_Tch#u=+mYO z*^hNoLt~OYURvtCXpNlw;UBdh?{CY!-6d3AV{@5xdcosl_3g8NcievQ=8aCD;<|O~ zl4QTUy4r1)f6piX{=T!UQNHw!M7vMCDt(Ug*)|oN?>+c|6^`Lng+-q2V5QTGa4f{SS#V zPjz?hk<7QRS#z=FcjtHOd-^|ZLsx}(=49{5E&N{?|LNnT?ZSGpr(TDAI;lSY!v6pN zw9mcXGw-Lx`OjYSrGNafFMSmfc(1SD|5#mI7i0t-oho_dMDqdUW5B<8^t94KIPlX6J8CJG-8;FU$X>TPB^Ol zI(Be9sAzYLk`b9H`=|29larH`I%YL{L#$#@c<7ZgwPPG9_JQjNxawgvM1 z@^)8##5g%MXZoptB#-IcMs%R)eHMmb4I&+zqeOYhhH?#;WqOLbZH ztu2~cGcG!|5t&MX1{q5~y zVRgR?udlCnJ?YK22(;Wy^^;ZkJ0DrA5`~#QZCk<7#=yW(r5gNUy#QD%3X$fJ_X0XR zg)II=4ASRA7Gr3*>2LtFt`kL&VFoXyN;jC4Fdx{Uqod=oFkr&s#mZrzIv&XqL031o zNj_?emn>2F!p_jZ>2zSq%*P3uatAy<{_5@*Uu=|}tu*t@1zkv8!Ei$IhG~bOmo}rU%uo#e}TPGQ!dMf-W0iS(vusqS1>Rv<7Es^^E;&@ zDkqosVwr=O%APvkf5p!`Kh`XEn-qGm>4iJQIR>5=!`EM09eBU9aQ@EX6Z^74oy|EF z&U4!rwZ#25i0ToaW7|DP+FY%;{r=?(>Nngr+-K-pYjM9}-JH2|FGeyjsPSxn1WoG@ z13@IMf^~wX2v_SuX~wq4Z{FzqYin;$HkD9xEi%%4^!VtGGq+}?6diGZ1X)9-m!Hp) zCnr1%^~y_Bb}n7Ia5l??=c-4K2L}~wkl0>OuFjpEZB+ilmbbPkm*qF_gBx9+d0%i{ z4`gKUk!D(UM#k?8$Rh~6qmPRr!EZtzX39FlRy3Vi!qC-;NtKPYv(THLe^O+mBy62I zgQb$C)vQNywqlRXRJ|wMxhH4KJE3vO27|7BMWH>n!&iHW>FK52Pyb=7Yx{-sm$LE= zH-_6D&l2}Df-=^GM6LrJs%$J1{_7VXIq(?joMl?y{?%6fe7imAK_SD5h%2q!U$UNf z7=EyL@ZF^JgS0ZbDTwR|HGqMEA&nU+>%oK*%;>1}@TCj93=L~0-@ZNh@Ns$VXKdRQ&?_uBuJmMd1KDNz)(5gXJLQ_ z&s`1!ne_DZkLETuGOMA+z`O*GQ8}+qXu=FBho@);d#FtgTpzdh%e8*c$j<2}j0|6( z1KKd{Ao_jb1z~p0+HW`0-EONdT)0rFqr3gh1g32jH#Q_TAA9LH->&z8p3*G)`h72o z`O2F2oP~JIn}>7ZhuYsqcNCu%OL_UM?HzPw=VX!R&)pgKpA&x^r@T*fcG6LvyDAMf z`oC_OR#~U6k~nXlYIHMvrPDLM{mU2nZ|F_f&nOdJxR23et@m`jFHcSiFMc=e(b4Y9 z({!VG?(%&4@@0up>ZyQ6CRUC0EIz(-XML(w*zFiRDf9BO!0YQ`PaZntq<`A@YQxI( z^Yc0rb}w@6mfB^xfR$+(L(dE)wYH>nvBHo2c%=mt!E5#z7#Ms)f-*FY-r2QOhP|Oj zm5n9f&*t<~g$LeezItHp_Ql<8LodU&iDwSiF&}GbUMgo_<#Ckjxq9-G?~in!iaNLP z2sUe0e|aIeHh%xSs_*Y|Uo2xtk%kP2f`Sr?&xo*l|NVVD$H;Ad*}sDqd<~?}&N5xR z|Np<)b$>p(zq+^AIx4olDMI~RDNTHusHTFf^;NW5LK`~U52^sD>(?SKCGF=6dm z-Kjc}laBSv`(M0xQSzMj&bq%=rEhLb{Pgs+ds$go$i^hsKqfs)OUtVzd*&o*EqzmY zbCq+L*B4%CvmP588<((6rrFm5!eaJROa#?8tlVNM($dnOzI|I}mV4{M#l`Md{pueb z;k+1^yY#KmE9-MzN0+MaJpbnH+m%kOTwhM>?+*wHnl!^bxPFdJ<)k(~SufM%KR*mZ*G5eZ zTNmTGK7PNNwzhWF*H@xvXBaxOTsm^}XzC80bMHcSm*w8tS8ILr`0?(_yt}(xmEC#- z4*IN$iHSLJ`Eu}2dv>*ze0_a=Gwb;M{QSQB{eHju=IKn#%$eus*I5GV=pXqwBi)PG_FnmATJm2Mi{jZnHwfr-vz6X)}YAV}K zKh*J*wJKR4t{)eWk+DL;txskpkK3-w&&!H#v2u%bnJlQMy1nqR zn^wq*2|w=NygBpPxw+m`wZp|2ZDeYuUY3!OaXBzSF^5xFZAI;#(A8m&-oL%QUDKRL%EW`kW^c{UNp-*9Zs%Ff&&9P!SlzFq zP;a;T#NYzwB`MFzdYWW#2EE&_Fd^W|MK6w>}>C=tHZBb*r!i;6x7ZuWg?Kuv3AWGmkr|l zpfxO)_f&p%)6Zo+yuswcYo-Rdh^p$~e=CEJ?6`A|ua*lEDr%>Fw22rT^0;|;MC!RkG!_&}l}b*y^r)y{7E^tM zlM~a^X^hNl7v9|5{PODR@GUtvjifA#Qrh0fb6H(Fa{c;rCnqNj1%(3-{>sV8`SnVf zF6tK7U#8{$;@vwvrezj0x^7E}iY}eLttnCAuts6aEMouqGT4;pChmA)&!02i{@Gz+e!1^5R92 z-wzr=zBZaBBIXwOT)(67IOG21E1U02T$GnQXvTEI&4~XuFT;veF*`T?sQ&gQvRAhF z*%`^b<+Eb`{V$j>=R`|NZm#d+~O!_UimcH-1ayUX*n!q!NzvawwPEkE>o{P3aU z*Vos>r@aqOKh`7pD1W9=>WZYJU8jzFPuJ5u^~Y^Y6{cyR$=4uD`#3`PJ3om&@`u%?Y(O+9OZ@&B^PCI0U!oR$mn_ROs9Sv+S`*kZ$COmoibZIHa z=>>mG*|~CWZRy;zckjvb=lkvcehDrrDpGQHch9=MZtjUypurnuh%gOIGJK3xF>Xh17lHnxw^l<|19(Tc{9@P z>?r(lR6Ksk?DA)4W+vTwet!OCcllbCd+hvgZ*O0ob#>Ln1&+;E_AT4H*Y@wn7cMXNpSu3!>7Rc-pLgAGZTgx41ryMK9e z(|GUn?#)}ah^#-{7<`LI&L$$|)-3CCy}!TT?-vmfQDIv6>dH#z!)?5a-Fl@~&h2mB zXmR@Tkxt>4FD@bac;i-{8y&6H8n01MD5F-pOfufe{+E&^TfYh&6n22?si)rw^vAVl|=^E zC(M5S3`IU0!!#M4slx9Q-`?7qbfQNycv**|@VQl6ik^CHJzp5WuN}QDXVr1b6Kabm z)yr5MX|@s*6Z>+Q-@Zd}wNX{=%0IIFk}E@3i-FopGxMBZURr8;ZhGMU&wJ)%ddc!7 z1z&$3bm7Xiwb574P1ldNTl@FYw%lk#hkI=pd(Vxxq@EUYHb3|#c2C7bzqwYbr>+*3 zDV>nLy**!Ca{CS!dG?~lpA)5bp?6mpmc4p&bMvB_JH6888g_PZHe$lU%A3@-=G+WQ z(ayTR&-Ul9UsAhPs-+(9lQpUQlv4HK0i&v#TG#PIhYx4|{Pgt7=5+s$_5c6Dx)@~aQ=!v|L5=D%v)PBlOB9((bLlt zk&*)KG=22b-|lD2GQYW9b>_hwGnfpLimIzOt^d2Q2wpEm?%F-M_Ux=vg$yTVg#Ken z30~GyB=ezqmer45!M_s)bCer$RX%UH&)^VsbycWvqosSFjH120Jr@UuLUnbuR_v}V zCv;3pUIY}Cl(-y!8F_h`Z|0d9h9zHK1Xg`~#LCLb+PPpQm#9|2biLRW`SNi@V3TIll?%R1Cq6IAzq6qH^0My2_nyKh z_XVk_)}$?b`>wbmU*b`z1ZcauKMkKi$ClSHrmG=c;;-h$euc8RaX~{-O83)U2*-A z-u!lJeEIEvPH75T>lV(~5au7XZPD_%y8}*a%bg-3*?NzOfuSL$aZ(LK+LO4aS}sPB z&(bEHTyf`ZwB=P5kcA8k22PCL(^7KXX7=o1<6U%T!qWuqnLRbv*Ig_xX1L_Z#lQT* z{%yf`4!2Kv@!r4d$Pt^Jwr=xmG?|i;-rw=$?DF(GckjJBm+P^~Dypgf%-6&uy`0bUbQCoiAF4#Ku#kp9KZQ0^K*F}3jQ+hbp{^-5E&L;&0HGl7rT9k!!x66UxDLa;X87rjMA4L|G3Aqv%!1UUWp&QCyp#O zZ8&k@cJhsRwo1VQ+b^yPP~4;!7sJx@WXq1<{3j0GocT%V`LeSbkLK5FSX#|`^6gv7 zyQI9kYVA?~`7=EF`j>C8tvFiU+C!_uEyK!;)<3L$`t`?0k-{Gx&mQ0X{aK%B*_rTz^V5Sq zE$LKxVNi11ukat|?cLMY)YP0<8XH}dd)<#EaTYgt*kvbZ>?rL>`Qa*Ob7(>3;~;1% zY1kCDcF_xN@smq^vp1~|>(#kqtD$M(k#g%ncU+C*-M_Exc3wMHRQ`U+FMCU~X>ok= zex3RECOtpEm=eBLDstEE;G}{L9C4h#a#bUrp7*!o7Jm{YeXwTl-uIk%tvE(yLHWwDEhld`DBXGrh+1+DszS`+7LcC>4vW!3l3I$b}0 z3*4Nd7emhP+>+<} z&bIo}<#TgSe*E~j4e|9$e=PT3`QzPPmF-(Y?any{>FGvI2>$!)%aUAct{LY2 zdye;+dPpCvIbvVuq^BD_sk&co%JjkqLh*CX`E3Z<)st^D^TfKt&Q?X1kvn!w2)?W~ zrT&h^sqS~-tLGUl3b@eC$ZYCAW2RB7n@?W4`l)xGi_XUjyuTawG(vy-_Qg*+Jd9Ek ztG{>nSh$+431=&^Fwaynda`Gx$;^3QUpTsktyQ{xY3a#3E;5!*W=~HAZM6TdGIQ$G zg|nI64(;*~JoWwU_9vz_7OwLw9P`!v7q0mKPq_KcNl%s+)n8t@hOu%_(mYhh%)l_g z8mUcsQ)pA6@Xjq6^YkLTl7jb0SepNjNqJE4`qEK_y|Q%=6fC#rP1TCf$_-;)eymrc z=Di(@k7M8FGtXOFuQT31cF2Ey zzkkY~zvW7cLw+SYimwK{LG8Uf1&n7Gw<%cMc41w`uEQ^QJuMU>j|%E^{1YMTs{)B-_I=d z^d!y4XFQ9drMI5Hd3}YW>$Nq@p4a}q_}Q-3rPI4ODSY3a8+r^S6D5S49#($~02QI% zA2f2@dRp6Yy2i>h*Q;pul)pN^E~!?TzOw!_-}tx+^Rf;185kIz@Xd5u*dE<-Aj5M1 z|Aopj_H0tBu1QL&?#q^Jo@Q+|=}b^HkIMan(=+GT{Wc-dKxiF168 zet#qObmk?mzOF^;xwj^rIn?AO^UKlkm~sKLan? zZ=2xTDfDt)fAyD+d1ddMuBmo)Z*pX??5v+uYn>}~G-jWZ9P_Vkqu3&L_N|xGmfr~o zN?CHE=J1+s(X%B5V(gate*aAG`uth>JR|eTWj>j`rwyiU@|gM8_N+|Gc7KcNgd6AP zCe7K*S@q@Z>KeUYk6fz^D>$A?TTZ%TRjw5LwqO12t?o5Zu66M%O{33!UjKWNl3w4N zRUv{)kM=w*zy2mi+3@XtXW44ysqII=PMk%ds@qa_j3mM&M{ zxh2$=TXNujSkTUBb4~q2b;(i%vZ4$JwkRf?I`hyaKW>p;%!x}i zd|R_#?$w0^UV>HA_4UikjqAk@y3PChYhvuytdxh({5%y8iq!rzVqNZkik^hJ?D?#+2I(t+;6h;+gmBY z%Xm)8US;V>ns1){s3tj4vFVkC$ElB-&mT!Q%RTh%t@ur;+Ux6;lb64{)A3g=|3GQT z=WDCO^`o}yJ(ak;z>(Ri>dT5_ncmZMJp1MCmzic?>-c%*Y^SjLk$|OMqFJ}Mtz9^q zd4VyD&rHiXFQE08LwxFk=CHM1oNGM1)r2M8d161=etP0rWn8MIy03D!)eq-|3agn| zT_iP+``eqQ2p{w*aO-LK`Pr4znD5@^FP~HSUhw?kn&)#&RsKA1?6UeU51P_Zva|c^VkG%oKu_71z5hwS(*^$U*XKe@C{H}dJ}^l5kJE`6oI^V_%2 zc>3!VvAaqZf)0i<)Q;O@k$ZEK>T#xJ66`EjSBLw*-SSM%z%=!g$SkW;t*>uxPQJD- zHv7dhh8H|P+ZcN!f;u4csSa@y^Pg}OF4V5MU)NRrp<&WuCC_&cG>kkg%=7)sj&`SJ z|GcSt^0>_FtBWW7|Kogdx?bR&+N);M)P75udZQ`i5@u|8+m2-v6;(?Y-68HP$aXvuCN4#wu^ObvA0&wTD!{m!!sT zR-2hseAP^&9>N zE?7joy4d_XC(V1@)MQ1kbQ(BHo&>)+WJ&da~z@s!_x z){4Eiec5ZaD?_r0gPTQl&-Dw6mX`uImcK`y2ED4I+upor#}}JZ=bIH(TiYk!o*w@! zV}nSyRe2xs#OSg+)5_wFzwDcS^Zw;aTrpcZlJf7Xt)HlT#HuD>H(w>6q)*;l>)(XlCLB`+$R%TcesuB<^B5qODC)QcWtWqW6v-Hw3d0s#OkT5 zQ~td(^LttKJIv1%+8Sjz@aD!eU2VN3Qr$~VXmr_>O-XuxSNx`tMQ~g0O`|6_7AQtq zSWU3(w5ak)5&raMx)pcV(sp)B(=3;=(AAeFZ_Cvzcxm)W%4~|y+~*4%v+DDoylr8Q zU92A?u+%SCJIuu6H^Tvo8&h;VIoHQY?UJl?J1|LAslzKe&Fyv6O$>=&dhY)UG`SV-rj!Gh7AiYE%gpw?l(8%#f60_ ztJSKF_CMR4e*VRekB`6HOrO8B`rpgT%R|;gcr94zWP1B$^~aANK~pXl+IXdpYS;1|zcl>6``y_0_e*Bj%H_s%FLXf0mTBzU~P`%S~V=6xr(nmOJR*;Opw`u3)8p;qH`v((cQyl0y| zxdkfG*x8STw-#hE6&Z1>11s{bLDNac|5b|KsQjQr+CsaXaf^E&dercw0 z`ilz-ov&=k44(U}`ojZ8)2u5VEJ}v#?Cf419t%!S*Y9p@p3En2=MxtfSCyUZm9QUICbydJSQh7&`PVM8yl0` zEB>!?48C{oo`|HRW?b|0!oot&tv-AL%qLcZ@}^sj`5N;QVMtIP2+@1==f!vobUHRl+g_UVrTFr{%k?^=UUBCOk?%q8oc7=F)adC1mI=^~?NueBQnB={myl^uL&%-joloLSJRRd8=utaDZX$>FPPJuB#vKw--xY zS#y2)IWvZ5juR(1=(qDMJrTToieu|FRqvpn1O?am`xV+cn(KoXs&;#(b$W+A)3P)R zo0Gib%<|&LZYj|VnId;o3#|MZ(Z;Y_r0YjTpVNuAp{xnpxWx5*YJY!Qy3~7mmrn35 z7N5dt%fG$7-JPI$E?{fgS*c%7Ci`nxTF(6T?yh%y{a@4A-DSO1Utg&*&HU1O`}n~i zGcz;LRKlxkYo#M2BQH+X4nLCp_rqa+spn69f4V*mz*MKO`m?7*0%4dj07i|AMFQ?irQ{Gn8;y z^;i|V@nlI_Bxt?ZE}HW2g@^0*eD&8(b}Q!<|Jk9pv+PgPys{S#j@n@_WDK6#*Y7*g z_3+Ln)kDn64@K-`-j?dosIH>8GC>NLgkL?ndST_|P7D_&W-yb@8BP`RqeHq zs>Z*Y#({Zfs?TINo16LvsHg>9segXtqxc!&=?^#ShWBylMooEV$v5v)H6`PK&#C+G4#kXfwy>qlA=PiTusF6IkQZbFRuc8{9)L`HGzt-amw|xCU z8`V7(p6_g{vufsf|FyWX*8AY=>(8@xE94jErmICR-tr)5Z_t5|FGssmLKigr%4roV z+Eh>|`dsO{{{Az6+n8qT+?ag)(y6K1FF!p!y(Rm)Ue;>W*RsCB_UrU8NtBL@K{XJe9Valai&kL*vooqo1!G?RvGx z=eAL*3!7%HP~1L&%THZn7F}3Z^faV@=awu@w#|Brr;1HKmt-VqX`0v56P@Ohm+szq z&@pQH!{?P&48_lOC)TdY3D$did*by62SKL`E}3p$UngafA#irC_4H*vGnKqv7k*f8 z)!5khX#KVWO837@PGDwY`f};+rED>c0EgGr7gCP(NSf6Bsd)N7#_Yn~yRm-@G}oFOBypwCZh8EcoE?=Iw3EUs7Uuc`5N*R~6Z82DLs{ zY<}*dCNopDPN;d0V##y8z;#;h?$rh!^L_Wi16CofdYV@n8(CF7*|$^Z)Wmrt@7VuGppv`2wm&-kezQ*^mM(H@P$sho+szs7dvnLVj+*9MBl!? zwSnS#9iJU`eNK9P&294BK>6B7wq-n#S)3UR42Pv`tG1jtaOCEk9dF`}_sMSclNT3v zKlb3++1VzAk6aATIVK)%=NDhf^7PY`Gpp7VJUp~WMgG1CYXaAY*8&ZKn@ft7x1XEK zdzS~4l^7TdihsKGE=i9sUA*9az54fidp*+<7k`d_x}y1U|I&8$$mu$so{fznwf~wVl=%MnwocPI z7uGPpcBxm$oAtSo^X~s$z24=3`;ET2U-q28u5_T;SVz^>ZCQ#ykj9Cn&eeh(3q21^ zQhj+lbhFxCIonxG;X3NSS6w}E=|d_B zr*7`k>zlM9Ciwg{cMH~8JoWDV7|R=vzs}g0^dD4Dtmzg%Kk@UTjbA#SFK`qo{ib94 z`cCVd+4X*9rdbn~wyUeMu?C%4>a7&f^`yv9cEC;b}C%0aDYZ+7;&2*msWVoPZsnzv_kMD&lB(^SeY|gkbMbr7;=eng2 zc%@y{7`)5-zogDeabd0hbyC6h=a+7M*Pk19u=8ttx=}dk=B+O7$d|V@7Ef~LlU~xB zVAphQ&C(O~|5cZ}@t*8v{?R2GY$py{b@sV#X~$xB&5W~BpWa+QzaaN%?X{(@++4Re zhrhA+44jzq^szH&9LW21m?WDitDax|MpvQ#KRP8Yby*d=u|!lnZDiXFVP(}tsGx8_S8t;3}2o0?QVAXM`o=(IhuQC8U)I?TkM`A#6DG2$Ah(Qj$fJl zlJj<~&y=6^+iQF|zcwX$rBWrYv>H?P(`(nJ$jIw6y=D^A@u}RGV_Ee2i|S0P(@m@z zmP&UnoMm9p-S_`rb=0mB&AYowySL@tT~#&GF5KqK>2zv4eX3ZHIS6?1?3 zp8Bt^rr!Fg7rSf8w~wdZd%J)B{PE+*l(oy&e4A;Ue&w9@-mqRN&6^)DS=IluIeO&C zidw%@POWEx6LLUp(q;F~&hovtxc-6_@AB@ti|g%0|0a8{+X`K<+~a@a+}u+iUFz!% zSEx>w)Jf<%tyrjOxSEMI$bR0oDGXlR4tfuaYPLN+6}Zr~`;zVPgTZ#(;ukLS$!g|& z&ueD)F+BI1lJ{WH|KrE|h5pMdeBnJ^ zk$dWC<6`Z=A{x39fj&2toHo;q5~H|x>ccH_xEx8^x7 ztpArO#u&Wr?XAEM%Y2`Ril}S~U~;$zS|$LRfdwu7N}2iSj8A6a%6)sQzh8>4|LfW> zXDjsdZHTNzLBqP(-OJ{Lg&yq^1=m{X=jDF=dc8i__IP8!=jZ3cZ?6L#4!U-&ZfjfH zrB_#1UuMlJe74g5-w)@vd(NFZ_vk&SLtuOSeg3H_no?Dd|9}4Unn^;K#fMR1}oGFkfJo36ar-AlNp1s!b+?&FmXIPpw3?V|d*v$KQ0EIs{YOR@N;AG`Q(hOKaz z_U>I4b4BmcKiUnNQl?oVx^a7Eyvy7%?bgoX^jWsmW_S11&W_rWp~y7j)wQ+SP5l-V zytrCGO`@wSgVnF@k#X2s_BQI)_I!Cz1-kF&GwDs+w~HV2ac<|kI-~N`(W9+w{Bk4&bxfvk<=xn@a7KT8@x48jNtR}2W?#O%4F2_Q_xl(3 z>;Hom_IGu4d70<8a%s*~@}F<#%P()Y1hkB6mpvoTL5qD085*KMOKJYzuQYrYu|02@ zUBT|McP@^3X-c zpZoQCRJ#Mp>imsEZ@v^x*3zFDeY+!ixu3|M#O57}S0B}GV@+=V%T`n+{jk9+uFb4# zhQwmdJ!kUf+vMHSQMK?|xM2I`W!dutp2josoH~29ci-P{(GwHBWcAv&Cm-h%?D+EF zAoH&ukNZzvyf|^vq)AhjzTMFx$L_ZDC}Y^#=eSLkwBUks=*MFR`D(&p7i_hoR`?2%Oi5yIb zDVt#IUU*GIZ|C-$n?|z?liO}JtUPb`yT@yah9hXS(J1xQgyqYZb9|W8w1P`iYsykP zwiB7hKA&V___FH2lao_qBwgR9om1JlxcQU&+9L}Ts_w1c{=;$cgY)*2y;o0rQ3)yk zPkdorwB&@xrh*ccpTFfjKTm4ep6}|G`Y-Ox{m$Ie(^R$3aWGBrezPiU=?7-^lWV=j zH&xf0Z(B9v_V%Nn`7+;`oX^ZZ)+a0;|5htpjr(}gssCFa`B)jvJl3G8dEw%=Ak|5? zZ)p6#-dcNh)|Bv%hI*e~1a>|Bl=R;F!p&)#zJ0vXUCHxz8f^PCY3IS6k-=R%%cjmN zd+RlinQfBq%u7<+IfKved|s2jeu~f@`|~2t!#?iUOELNsyIXDfZ1zf#^nfmlf&dxy zD{sX)*T)6^_{W^`+woWNGEFDT2!odCj)GT`AKER>t@dONUH?SKk6T=C$%F|4ThC9| zi=CBsXNP0)voi~0cb83^KYu=l-Kwy)vraf1y}4*d%RH;-?RiThH>X`Z)+_z;=H_&z zXc6|n!UnPQC0ARRr}oL&YB4P~%emoje!ji<%!RkM=j%V)TlIC-jB}>G3hMfkZ=Y}s z1g&mcpP8Ad*|fqUW3^*5+at?Ti)PXN&p>NZKtoO6-bQnAa0r}NRa1L)XFkJDUdCXC zw4VK2)ZAS!&hDJ-@$P{_9Z&VW&EiM**Ld0$KkLwk9*D}Y%cHM*@q(%QgKx~Uo$}$+ z(ocn}omx*U_09hD;&wQTw?xpL$?9LqPK9*sEAh-taQk<1@`+^?h0R-d&vX;fXo=0! zI`H&&iqWPor>4L9|EA*F;^h%;AOHS#Vd(v`U+>i2oxYWUC${B2vCl5^G84IaDcfi! zhtO9!<5@A*Wh%uJqMxevo?PtKJ9TDaT)$jy+04X6`Y{6Ub$`}AZ&T$O#>dYt zuGioD;`;nQx3;QpU%zWoZLd_y!-t-pj*X9srKdl7>=0VaxyPivXv2i}&?$Iiya zkc@xppIq6naN%s|%$QqK{;`J&9XEEDd*)?(mrd20*t(oum6a{<&f#{E9Vwcwa@KzP zUSIE&F5^-Bca*#8+S1h;6H~&Mc5zJD^ySI>gN~1!Wa2N>ehW3%+V$0clU~dXgue6KK6^YK ze0nNU{hV)S>1($*XST_$-QAydF6rRlirF&*)KNL`R9oZziivEQ$p;p>P7x7R-S^#U z<#+ZLfnr<`JMHB9SyeseAO(qCOzTnONrjbb2D_kpV7`c z7krmoh~4e7)AY7cs)?WQ?+1-H{+mvH@>$Bt<@Nt#YA?1=RdQJMM-4+l9DA)o}^e+e_NxW2pZMZirHaM`r-oPU(U4iYnYeq zc=znv+uJX1Y)mfs`>V9-`@6X-1fy1kXl7kqCCV#p)^q3X-OXFxym*oE>*@4(m)yX0 zuBWy-tqxo3b-0~>`83_=XE*jRLX)DX&T`+5r?zD}NAKW*bm-X)jZ4I+=Z3;)zSnYnrAJu`!N z8Ih*}tEWkPT4bJleB$#72cwvmDfP=PZfNZ`Ve^?e>&J3`*MN{)37VZ#%k7H({VC?U zyRG+(W1Ox&C&RH$d-GSyyBBVp_DN?`nrWoC)|7`|WmIGKGcuT3SiCxK|6hc;xU_WX zj2RML-QB|ft*xyuKRY|ym4~Ter}6Cu&2{TfZuJSxt}g1m*wMkUtLSN$MBVSV=2is{ z7(geN2cLdswRC>nFU`CAYNP+051c*c-n;qr{{#=Wa0+Mq`tq`BzPQ8cCn;-JE_iy) zEa}0QZ7VZY)ZZG-3VRnW|)0VV$I=6hYy|9Y7VOYQ}fCG|C6ZM3_guY zih(RgQe2Blww!Qs_w>w~|NK%*W$)5<_LEN}r$kRaed5yP$zZR}6jyO|3w*M1u}JlM zJ5_hLNp}oYo984qx1~JHnDJ>#+awur^-XMrX1ktr6a=ZLE}!q=7V=^Fe4dLoCz5x} zDV{T5UNb2v$SY>nweI`&?R#O(P|P>O%g0BgK6-ne@7}7fi`aOjIvQ5qxDjz{b2>k-tkslzdn%RZ z?Js{Hw@gW=`ujUwrg?kz?tR&B|8K#0yWc)8x#yt$Li>L|7JJkmk6iP`Qoq4WwO`hi z9ol^An_z7nd}wue)N;>?pFuw98q@CG6Dj_>>RRTH%6WVa_vd|mGj*$Es?n#|>>Uoy zD|u&W2nlICdnLN5r1W{CRYdvwNLEEQEJ9TsJ*Hu~P&f=KjC3-<&^29p_8$bEa^Z_jrvFxb-)-&(> z&sjqE_FR;^qc|Bfk?b13(<@)yf7y=X{Zsor8G~zTD(`KV|9NJv@}{O)zrISxoM&u! z^WedXgU#&Sj0{^QYlZ~t%$#`PLO|8WN35WO!QOuU|L?axXwI=`edK00me7}v9v$sg zTF@zLS2IJ(+;6Vg=Irb1Knoy27bs{juUKEXxhweH#t$C~_UiB#iT~G_Dk7$KOgARR zBQ165=RJbQ`#LM%tPVeaPz<`M&$7bwl{J@r%?vKx8UB8}QcJ4s9^ELcvdodNG|zUk zE3P|Pq&Dlvbp4|i)3qk1Z>l-4`{w?D54W~Hxwm(>hT$>Qcooly6G0UO>-uPSx!S7W zeed_34w7ax*%`fV&$9%TQv35>{lyn9%$?%%CGy~Y>B2JUV+XbWLNwMa;{wFNY(A7i~`Ig?e|QU0jCZGY;2wx&#*rZnT2(R}ffI#=#rj|NQ#e|ewD zxjugRJbTT~d;fkYAHBQV|DElw$+1_nQeM7u>pZ9^QvB42HUEakw$#&;zPEf#nd=y4 z9sHyBqDbm?`$hk({m<|J7scYXv-G9YH`DA%sIwgw%S9u%cFEYCnf=t_>rM6ZzrQbE z5xo55)?{|UKS?w7R5BGk}Pghok zJU`&hD?KrGs+Lm5DTxO+vY=}VX67E4qSqy=t>*Q;aNEjOZt+(p=T`(S&bYUyGGw6> z>#kDmzp??V90UK@_%H9T+{~q3^|^HWA@(QNwrW3>w?B8m7n1B5gipvly#A5ftFKFG zcUI`heQvy)zI<46WP!s(L4{|hLMK^U25wwiKWS@Y(Es9qE1TEFcN*!-(N*{ zRYJt2kl#YtOXTJhJ>Pw^&1S}~R5?+5a^uD?ML!C>YCcc1VdoQ2)z-ax*R^cXi__CJ zUu>TW8r}V=6XQ@MJv%1%_F^{PsgX-9lzFBL28$cGiitg1WWiojQTMr*gYRPI&t9p? zN_O*V%=6V=JJ}r*e6vjN^tIm&W?TD>ciQ-;oj9d=^5aL)fYQ<5wo9MP$oM2>qVe?O z4vUGYCl8%Hn`7i_`~Gr!QvUsgi*9dUefQYo_Nz`YnbG{h9F5u%_YnKNx2Og=4>?p}x)vz*L**);h+uI?JF5FM?`w=5k zJ>R?9ZQ`AajX9^MD6VE=<+-b~x$*T128Ly4bG$#jJaqW5GmDR^s_ILd^PR%#NA81G zSJ&=y>y>))>XnvJjI4c~P3VQ-vS+L(biCi!xXiq<4H_FJ4;3`-_e#Hfdu63a@y{-a zkei|F-F~Y38bxdn*<4VvWKsP;$42e2fFJj2SDyO(vDNaN$m5Iad{?tf|{#LRSJ>*eWg zf;vle*q1KVQ50zXU+XbtzBdouD#cD=)1f^@qw9bYrLlzlo%`Yckip3I%k&2wOOfWRwXcY)zr(Ll{s>6xBL6L zKb|a;mZrw9m8$fgqtLXRfq_BcwSd7=$AW?lMyD^c%hxOjPA}TDuKN4C&X1p-UR{23 z+Q}5qtxBM=pu2mk!}UKm{d^?y;H05p(wzDWSErnckbMqWfa&t<`I%{kklq=CM^}&6 z)XtOJd@{9mRZiA;C|W(=*vxg(or8fk>-vSP=j?6S{NCW)5#{aM&K1l%FmO z>z})e_vP;wW!@g2rEKKon8$5jFkw#gb}vz#rCs%_3$yNcuzXKdPtej-bBhc*w<^JL z(}@&^gp>7s9g}K)rNl1TaN`1e=5~x?t1g*n8ern^g%92 zJ5N8CiE2+O-Iyd&_hQ0D7N6AR_DBA3a!UTYcS`c6NM~n?&Zf)ieWkC1&U}4sdBe(} z^RJp-pU#{u^YbSuDfMbKm|E8g75_G~eSa}HX8*%Y^X449dg*SnP;>Ka+~p9+EzH6 zullOCexb8QU;Uo4!oc6VR-Jy#lRj(Hx|ddSySup~qoSlrc5T>T;C1E0;+A!nKkiHY zx=(EPzU7aTot&JU=FK{H@?__l`|%Sld@rfd>FV!4f32iOXLDuzvI7B^UESQeirveW z6&DmJ-2QGq<8}3}6)QBldV9}aEBW^ATgvx;>}Afr$Df~`@!j6+$(IrvUjNxMUsg!H zoHOt8<&Rd6OVdxhteE?8*XeU5d-6ZnO%lHRao@q;9%aiOCkx1T^H|EtH~)y3GWX?= z2>n{UE8k0M);v$Hi<{MV{%MWh`OcR=V$MDP^2X=*{Fy&CPgY$1_`J`bo0`^_Kc)x& z>zO5d`D1#-Kb_fgU;eOWs24YQQu0T(VL$hiV*sC$3Gt>1+$s1?|$F% zzx{p7ufKjXB;@=I4<3Bkw|3S2vyYsdG!1op-hK?f{=Vg8%)R_C5{B=-efHV3CQ!Nf zKIc!vy7%vIFX(??buGTe^I^C60N*^=<}M;`CF>vj2Nn1=tw z@O4>#bS7TkC+ziC@$a*&_zelm_8pEC*LM^AFQeN1?yhUu(k*LJjJj;9de(G{n$CLP zlKH!(zWv(Q-827AI4EM0pz!njTz5U@U%^Y-9*gc1mik_P=t%kd7jO5(Yo0o(d39^o zmdlw@^Y$b-cI_x?UE}OD<+9<+9S7$xR@RGC*|~mw#Tkix!d6F*b-kUppE2U=`|0ca zFX{PzwT?M)X6BSR6CBokem1dm?W~u}s*6A5b4eSw#hshsnaBNXd6e2d;aC5y7MjR2 zFwBr+@mX2;=7!-cd;6!%$Ch|bK5_cA_wsWgf1A{54a41cF|7LKs$u<^DaF-c@i9$h zF4nyg1_7U2j3js7J0R--DYPccYVGG&y|-7L?bm02uF0oQE-TS2S`j%}2} zDc3hDM~dmrdiQgOd%wo73yK@pN(KGskzDz&f7=!n?(Qk`rw9uR|C3*!F?r(VHlK)% z;p>*{;yih1xk6<4N~eSI-79+b7rN-!D1uzCP01 z(|`V?#~&W1@CoJLSG?WE>$+izm6`lCrQ2-08t+7$&-nc8?3E>+!d4|O z0=7Lr%lDE`z_+~K;odRLt3UZzkCh+!csG7m)wR9t=U!%8uGNObkV90bqoYXe$4MI8 zLbV^2j@s5}LeRd$Pd4XtqbJlNuLAAT$Xw>(w@gWU z+T_FT@~J;d5B19|yl&qk_Lw#OywdYy@ADU2zIeAta>~z#wJ-kK#lJh3d-im|cj+l5 zYc4olHsbwSEmf^@w`GPPxO?n#Ou@RgXnj;^(c2r1pZcZM|M5rcXg0zw~@8*|1XFb7npZE2}LP(TM(3OdJa%as-iHM*G3D9iuMR5y@mr6(P?bmOb z>|~ZNcK-Gh4Zow`-<|y$x4ooT`MH|!5rtclf)j;oRGU`l1-;o@t+bdweV>4MPX7H< zU(K2-3;*oU6OG$6-c1)#Twt< z$#VV5UCLo`#@tF(!&~;eV{^&A%<~!^2d8Dq_w_7U^4)xCR8{3l-J@w;IbGu7jVr)? z#$SI}H|Ykqo$)+4zfNhon65_7`M5$kpRO(u)$H6;(^RKlTYF+*S+0>dWPQ&8juUIw zt~{}8tH_QD!`7U;ZYSUOFJD;y*R_b9z3Bbr*?Zdf&1WU7d{gx2OK_J>Y1baNn$_Q| zRM|t_=h^8lV`gAzSmS))O7*{g|3GW-s(yXZ3|$e>$R}qr7 z_wwG_-(i1r0~R#IJ%f&=Fr47liHSL}(vjKF!%=kN@&4co`Pv%qE+&I!fj=>U*05v+ z#Pi5J5v}~B!n!s_^A^X1XwWKvN&o*$p7iz2KllvU6iwf6rdbnw^vr*pdceTHwZHi1 z5~HO@t3PDl?o;ZMQS86B_lnOgC(s?_Ke=Yfl@GTJd4V{x-fU76Y{+Y3WnuSt6Ca5{{sDa8QQC zNm*H!1hwf~P1JuL>sj`^cHc7bzw8sPZ&;WTzH!kf%X5cBHxvj?>^V{0^Q<8ibXwAk z%GyI06iiH}%reXM`u^_j;zvijyC+r1MSAQ#7kDrA)RcwV;p;Bk-Ccgw@35%A`}_O# zkDZ>Xy?lBlvC5Q z=ef61!uRf4IGZD_rFoG|)>WZq!$)s&`@Y%>-@IwU>XSNEN%Q0jqt1e~4Nb+*Cd9Y* zDK%*PU*eha>W)?UvKPhw124Q^t&wv*Z_@4C-N%1A*{4hTaPg@w zp+%WjC%su6u6~_9C|tT?KX4Fc=SCwJi>A17IOf^_+m-f;n%YqjlOL_QW!Jl~Xb-A}Et>lc@K(v+X?D~ZppZqqr18I`8kvPdp5gDUr&pOJKV+_Y-?Zt zujb?Spru|R`)Vrpp5>kp={a%Ymp$S6U3-h&|8ywY^?Z)+{IY-6uN#oyV_1K@U)<4y zQ$McjegCwdpE?g{Y+o09a$gniCe2u{lq+US+`MvJ^o7M-;&GDLc z#EYf5@>+0vj!)4{4y{d^QB!23O%#4-UDa6MxwCFAsK>VYP;2Qt^_=f{g>N)0UZ-#L zUnaUIQTgZj*~>pV?KJe@`LO)S3JoLmIhkGUPi{nbadC?`I^Sw~YqUSCmcF zp4^&j`1F6&-v4*6iZCx@5?{{ZV_E-iC&vt-|F4-CgVXvqi?Xec_WyW(e)e6zQ+M~J z7S%3YdqJ`{THIV0myQ(JqKZ#`%#5Of6L zt-aOerSI>}-IjAxi7#y9#*HS`-*Rqk$(%gn-EsMPpY3+1>6Cmej#-aBJ;_{sWzHJdc!nrfb%J-hH4WGQ}wA@}W# zlRfm*m$&hrTwGtjY4s1szI}4>C0l<#V1BwoPbhAmPiAs6+mlP%cyETTR`cp$l!*G$ z%B`uKnV&Fug^ir2i{t9+6N6dQH*9)C~W>gnDK$qTOW=taH+57y1lvm z5WlS2?p2!W6M4SeRFAngg*|!N&3_snF8e3V-wK+Sst=wt(@t|!UhXO#hfDtxZf&ZT zdH8wGfBpR(YrMW~&6=2Mr#~rD;=AgZIac=>p0Mmo`v*SG=nkj=%zpjr%4*Oaj=b1i z3qX7B1p}_E2vnA`tJ%>Z*>Hzf%)9$~_vFdKpd)^wwq!VhP72t$dw23yhqj*Im)*?f zSQfXHy}P4%%u->c=VUdhGz(5x*zUw-{0NcWRid6V)7$ByYqE_gY+*SZk{7$s* z1bn}rE^%Mw$jqEY|9UCHA_ zu|s{Kr%Rl`6eR7*q<);@*oy%5zf3rGd z;iKI_b>Cpy2q_2k-OYs=biGtZs&(QJ;K9M>=B?6`mZq7#?XPi&2~ z=8D-hWzwO;NAqLj7Q0Qnb88kTrr+f4{B)~1afiyv#mbfaa?WWVr5|s6EV8Ybz0!Zq zif=p4-~O@t<>ixGliiEfg!lVwvF5-E9?&r7z`>yJ@9(KrEBDHD`0ebOm%L`pnkfg(Po6v} zA|c^no_|l|@caG${i?se6ZH(}nL8z>?f!bh58u9p^{K0<1QZk)#O^F|<=GS0CvU&5 z_>hc2yj#_c({^?n&C*EUA?<@~zTc|GrXowtM~{Np{c68Sw!XdF4coBqvHZlT`=HHd8_VAXeL31K zQu}if$BPHtaWXy$p(_M#USFY@cWvYP$mTWOA}7DbiI{VKeXVY^zrgd?4DabK453FJ zDvSJjer-ybn9hnEW%i)L1ThCc?jK*nyXwF7biKVfSIeM-`Nx`Brpm{EeLcC}H<~MM zbK9QdeX6(b*DqJsjS9H&&UPl(j8p51%HKaZQB=8KdsCe(t4@rE4Eo9?;l98pO8vgdlNX=tf4x{7vh@9KhA8MB10&E~0F)6}LvdF&`%U0prPrgD>nk+$_`rWan|W%~c?8y?6n z6^h&IW!t-V?~g^0i2;TMeAC%B|6b4}v17}$62SPhC9B$S-B^A{%wg`Lse$c`vxj^9YS7R*}wCin}I%Pt)}J;qdX&qczKvejRep?%eXR9T+`=dVBm{s-z^q=s+@19vU!`@_j`La{#{J&vMKetY5!;DEc?x$ zo`V(wKe6NMd39kSv#P3Ur&lQG@Qa&0vrMzwt|mHc+qUh>-si zaMP!Qva*mi!UF5tmzJLVyL$bK3+wj>ot&(`;(`AD4x@@1XTKl!>(h5?TS}jQ%_)5J zz~h^#!K*}emc4R$x3{`mK`T#r`Xw(Ou2bJOF&crku6jzwNceU2h^W3&iP@yTIVtbn zqUCpYbvGXW%;Z{Qv-fx9v>gI-WJGoQ1XcfADsAF#&H35<=hoKcGo;NwJ$awGOv}1< zl8l(2*t&I5%QqI38LrxQt~b|Z;slLNlV&>4S8;W_`1<1Fmw|uTKno+XCK z#{xDc9d%KduztNhucT2+Q^}8gQUU@Bo3wxa_|Z`b+J^`_Km~N#QohNfhc7QLe>v}Q z!-j8fZwDW2Vm*25)~q{s?zrsSeQvJxW%>F)3rlxiUmw4`Pu4nUU(L@Wzd<)yoSkoP zAL?pQ`{=2$-@M7+Y}d!`4%_4Ix9;$@wbAaSudk_sj_mlcHT(LM%WZ9Kms&W5Uo`XE z2{?xD`3E{QTC26tZ1t8MI?DRVmzVjzocH*v;#bIez4*;(z8_`MPh7fkZLW3srRDSM zy!7<+o;-P?a*SWjWUh1;&(R!XAI2F?PhMmQJ~<*|w`S_Ye&JOz_G{f6y{C7{zp#ki zQQiOU%cB1bRhL$oMo!mItgG?s>rr`cxVZQOGyyee2CAqAzBxNv^X5{$xFs{R!-F@m z?m7P{_u;c?Pg9FeE?==Z{pgPD_HQX~U(f#eO;s(3XZw4l>CdX~+r4BDX>HQEb2s=@ zF5?pez8l>4>l^M=e+h_YGy3;3_@j-#`om3WGkIruRs3#C%D*4hcRTct!|N~WH%o0$ zP}cf!+26|d)%B0u6Ca-4_pLpo;F(Wg+XT_LZBv}K<*ELU-2C!o_+1xI-}Q;kn)-j| zrLEd@S$*2iPk}jXOQnBSa{KceiB;WnyD~Mm#(&}j2gC676H?92bsoE-p1<68>4&|) zkMQpH>y-kXNigw_5_>fFu?@WiW( zo5Pq5IumMZNb{bOtvNT10_y?}9kh}$`10T&vtfanI^Ue2=kNFbUsm?^R_9C03+<;R z@9iq>cI%OF?3c4$bhKN1^1hFsB=^soK7IPJmp^PjRzEI1^uDusvdW)*Ql?oh`f+;# zz9l<3F~#nyiR77Wp1%yVfFkOj`urNF|Nnlkm)PO6SgX#bbWZcxkmkpryA6(6a(KzE zt1~No6>>2wkNZ6604b~5Ut2gLet$ZxzxhJ&0r2|UJG;sRTC1+9rEuWWfFr)YFFpZy1%uVySqh--&(1Do;xk5VajrL%lc0ncWgM? z?0a(3&RY{t-r1LZeTphm^1Ay9tzN%(_$+w5e0~>q$)Z|SuP0f*57boh$~x)qlT_KH zxpPaF>ZuEnJ9Y*Kd2G1Rf9Ts=VMkFL*~fpiK7Gk7S`}~aep}TmBdyhES@D68KcAmJ zu`TPlb$`yCeSap&WL;l&eev;*`zwl+6124EmA#wvb7qQ>)~;0JnO4XB?H5k4-yU>i zWAc+L3mkVnSMHNry5e&BiLc%IC#KkDU9q_O|KRIu!8iK8{GP02**VF{$x~2Vy{Y~z zmZ zR>kk%$MNje#$@)dZ*PaQFr~6h-}3w4@ApS7_P0+|cAvC-`EsMlqU`?*1g5LS?kW*{ z|MB_!da>L`J<&2hjPvi=fL3wyN*FlI6x7;nq0xQ+x&Qn9(`$ae-7dBK=>l~=i$@Md zd=8J_1pcYpaVM#!X3vRbM-K+6dQDjX+Qyxr!8hUd?sEOwzhAE_34^M=jQ{`so=Pp+ zAiRHDR)GlU_`TP2nl~vaDINLz_t)28yZUEmBscbXP1p0ickkZITc_3^y$rgcI%U

e9$7}upDbfH&F*}^|J1k2>dCc-+fw2;vsqqQ<$BGvTWU*f z!aj?D^%oYoekr?U!u9vHKG)rSfB*Yyi6ljzwJ&U%;pgGC=+Nou6Q}wwl*tvJe(ZGS z(SNs=nO0odfX3qT_Z})zW{r44bP7 zw&u%4_ftGcF?kcc1&sL4JSr>PAie(b7RJy^|7UITZf$MtoYWO_EHG$^hv3G!1uKt% zE)xH$H}zff8OH-64Kq1!@1M`~?C+{Ita+g;1V9Hq%$aR!T5=guBpv8*iQnfF#>%xM zrN2sE;b`YC49>11y5uicPl*n{Vnjo zqN7tjJZjbWn8~+h&)$>eccZGl9?t0c@mzjlpjU;wPD=1Pou6mst<~9^vC2#CcYRyu z?x&|FSD%-AvUF)opXJ8&vC)xIA`VKa0W4qVL~jw8xvj}OU+w$4*vq!^J4!T<+Sd8p zdwgsmH)GMko14?89<-d3+Hv}^=hGh+$`{*srBB?uXLr>`rsS|&uhi1AnKAR$Cm-)q z%IIirU*fQAu623W`Ke32rh19$sQ&zLnBO&lhuwYY(Ssp9r{8%V3|eK8u_|I?(v#=U zmw&E)&Y-TDp>Abmb@%rf4tCX*msf>qf4paDpt<_q-s6wy{5TKR$*<>An2E<;&wsmH)GHyM*cP zY~!AuP&e=E8&|!zx1`Q)v@_rN{iW|jb-xR{jNvI5$L3 zKgX7<-mvq*0qN3%mUeb_N;f*a->!TVln3fDJdP3apFCrR#M3WAe1|Sh%k|(|6DV%5 z^!1*ZoHHIZDC&71pSj+`pyTv))4V$oEO9RvO=>&ebf-M1AULcrVdkqJpd|(a2TU@`3Cvc9W*WKTfyttQ@K0P&+=en%@@xQfSUtJC9FTTH;d&Z+lU3b36)JwUwd+KyZ*`CoGp5X*T+_W zlCjYUJvR5iRBg>4-$O%w{i%PstpCUJ6({CRysp3K^V!aSpPvW6IUB9Ad81;#-QJUn z{gzwxWaYpuB|I6QtKjdq>Xx^XDJNv|~>)|Y7%ap;R&pWryQsD2{SKye! z(E7z@*Do|d#K!;?9neP5uJIu`6Z3e4tvPFCxjl=JuZ z_vMG%`MZ6BCz-!r{U_se(~>S@b5AB_=A-wUSh=(2#9c1FIWt_?+uQrrmQ3NT+1LB> z?(9(Xy1S8yl?$}IdWHXdyC~)@CVS%%V3E%WX$&8GQE9IW=n_-?m&nP>jqGHF1B}Y>wc9tx@68@*AU(WW$ zpP!!>9Z7z8sCBC3a-+@XzTEA9#sOLe-%`J)@Xs6L)D0q!KYnm-*L+rc1-2lD;fc+; zT_T$@jgQ{j>Fg=^(8W_T)i!A2$rVo~9%hS{JsBAIWsSRk*WT*sPquASik^UVx%Nu_ zh6yX~{9Rk4p*L@ml2Xw(-X{Y8WY5E^K%zLr$4g!6ngIKDNqPb zD-_e@y9YX@`oymzxgK6#LXPD@@kIr5MFOShK#<=$QtGWV8_U=~wvQSgILPn8y&UK?%xNy^9~^qC4@ z*`qV!2Va{9JoqF!CI56(E9pMYR&fT+l#FDbhOr` z$zOBP5?(%Qsg|yu?efffzrVjv&%D=j~@9*v&J@BJcOeezO^fX;z=h5%H zn-X4dOpPzB>eCa?WzV0!3D%F_C-T~Fa{Bpsn#)6a<4* zpkckv=M}b|jKQ}yl{lVrIv~;@_;~lVPqqJJPwi-TKW40=KKaZot-FVfw6#A%Po{K; zOO0N}BRb1IzUTH7ox~T<7*e|bum2p>q?&eK>A9G0kxs>dg<-m%W}5qh?r50x@~5Tt z&e~q7DfNGLl$-|*v3|d?QKb60UaP!SiV0)z%zw7M9gpVQf);dZ{CU6sXnuxYuT)o% zM~(0z%@bbpJtiqBzpPw;Picc67n7Ihi{(NxDSUqqdi^VQdHdLNVxUO%cRtp?+a~3B zO<7R0*nP6)7tcG*?N2UkQr-Fe#YE?|%!}{2^}M(-A-eVuV_RXr+~hN-Cavif6@L0N zr1kAx_eSk$!GDD9C%?02NDf%;C%YLtwZnW^deO&Fa)0da~Pqv$)8SIua^^uR)o->ox z{hzIDSQ)-Pu5*7_4X@4Q9rBh5U8fC-6y{j%IkzJ>VGabIL%~_WbJ) zH#R1pdM;>?YQZss$skGQMaoqB`e$igUVi1%rz>e1KGnZ&9$Nf-kLOt`gaS1-%@X#YfOqltU7h2wd#);mkDMXqO8j?A{ya z*;ZeAb8~a%u^vg#Q4sIt6w%%mc6+#@nw%Uc*E;ctBrH#&i!%vz2f>0 zpFb}?JzYPWC*zdI@jlti_xJXGxgKBN8PuYB`Ho8Ag9D7a%HGZ@y0yjPN9X1|S-YAU z@9yqaH|l>HZYlrav;E&MlTTa_6%|$86f#viT#x&`$QQ;+f5tOB%Y*iZFU?w|m~k{; zDd1JyQ>~Ztc871BwQx3c(>X&zkj|Yu9`7DFRL;F~bEeR}`*YWN9y&ce$!hYnDJpf= z-WC6vKr<8mQCrSbWX#-ru%OcQ$i?K8_`Oz@-(F8&m7>gk(!w;$W#8*-fnTm_i|i3DnQ^oU(MCnoi+dYMg^dbT1DNfylW(_7*ct_fcEy*vyt%WjWWnd>QCY z?$TR}T)8K1^?v0Z*Kd0-{p^#{^O46c{dzLl|Hyr5^Sq7*ZGn9V*zq!bQJH+kfZOc}xpe>Lg^9Dok1v%fvqo4Nmscb)U=X{i>px~4b zzf2>=HJv_vFF&{}s;7^tqvnV``*({gEH6mYJf}BVM%=wfdbUjU+$BFMytw$p z9*ezumoo9B&LckgI*n6rEzSSWnImQ5@xA8A#>blH&9kRH+$1#5e));Zn&Q$Ce?F%_ z%2$bR@RYottU!UXT^52=E5B1ITO!m3ol*e zv(w*cTdwlVUf!R1Hyp}DgN-DQ#q9SxU-f0l_2grdmX_OT?Wr)lIZc1Q_FHy_y9EK~ zPE1r@nSX!Zma?}|vrICDM0Fx2+_`h-1!#mUY;DxVW_ErT0e<$A1qXssQc_ku(2Q$a z<=QRQnINrKetlnU^~9r|deggeTx42I3m>_FHsfB|miqWuuM)%apP!#AHFOz=dq%Fw zy0*rXSK4gJ{Q7^E!KP>gsyh|IU#9x`NXNSf|xnq z|2ernH~Q0`G=-h}_e&dZPRhTxBz$pDoyarmS8t7HM%fp9Oyc^RZ9UbdGU)B+t`t_= z*S|zTqy6{nYvwOCV|vlW?EYx}uZ!LPm``N?C&=AJ%tk9!pE2hcKn<63NadEm{;F+nbRmzK$)-QB6iV3@MuQn+lXo-vG z-WS*H{~q}hGmG23?U!w@=p4&tpUALZE{AR&73t(W_22Sz$gMRgF@3s*3Jqr#+Ls(; z6nOZXe?sWPLn(ZgTin&r6cCcPo~@zSgVeGs7YO{=TJ_#m_G6 zsnq;k_wv%xm%qNg1|1eHm^|-_3X96>>h6Rkb$@?>wy~ZNxVN`@`m1_A9qpJM8(y4ObZ!e+ z>NR!Ko}9RHnJvd&7hhi&yXcHO``XaeVZJE~q^wFbZr-|;HD`YF0uxpr!#riCWuMq) zHXVL@Ajebl_m2Z?$J*cb9GwomPtCw&zy3ZIZgqF9O;uZuWzPHlbJnCqN-J;7uTOhv zx@dje*{}mw9zWAPu`I!wF?wo8P5hcsC+6dkzxNwkEU=TsVlb>#(XSOYZ10yx=$Tfp-2G9JU>?ulHLg zIc3cz&CsqxW$(=*{MGkVI{Wcno-Puc8oR^5_3!Webz3>lOt1a=%5s{c=Y5Ocp%>52 zcDbg&H_r=vmc!zTIm}5sqCZ$Fo1up_1%A77=w#=e>Jsspm*;KC^1Y_&74Ta6^%SFv?tELbCr9_cTNJX;Qsc*GA7^vM0~Q4WTU%X!9e=9XuNc8q zB*fIqa3Dqzc9#j#*lGU1!iVkk5hWs){Yd-+ntZq=La0TxmmN|XA$UN$Tgpyt6$IG zr?~yy-IFm>c2^(2;LBjZHK*|8Ax+h4{v{qdp0Ri@OWSFzKe@J^O7gO`}t&s1n3B! zoKsT_J$^HMTGT%On)37W_UhBc&YoQ7CF*R>{z-w`-F?&Q7|W~4dTXP)7#%``Qbb(k zti3jVf7iVxxyapplWugIjI@agw>x{uG)b+>FY?ajisw0R?uq1isUfmx&z61O-_P;&B8p}jgedI!tTh;C$o=iU+LARa{PGkfj#k>@BY<(lCnCIVEgvgPUF4*{#93f zERFv(&mwS&@Z=-+_WS2A_g{Xbf#KBmyBf_~1r^p$ynQ?P#IatHO_`HV=smr&iFN0e z98WVilyb~~ROSo}4LODH?{+Ko$t``bHCyw~0me=1<9c=WehN%# zuy>8$=hXS{UrO{wrJdhjCU2NmmU**jk$(K53-+`ozInli|QFvS=qa} zcdVOhJ<)r07+bdTjCJX@)tv_#n(WVusGfqXTq}PoWi(|{JAWW(74E)#`PTon9Zl2L zFIXVDztbm2#^ULnMLR3(6ZYNfk#(Qv%$ChNqsykOhe=G&=w`#p>yMA6=ekJ-f|jNR zi+{aeS#|cNtgOrl(9p~J$jLgkwi<>89gFm1mrOVt{o?Bj!<3gVrv}{)Xxn0#iI&|jDIq~rEt|!-a8e5uXBwYB`_!4wVJBxkcOZTVX^?4WGXoZP5 z?=wu+`1Plf>;C@vN__H)|1FD8)Zeq&v_5L;oan7e+x_CDcCDP?t|=tc`J~7wG|{>| zE!T~2kx6sI$_4ksIxh9%Iwns6l0%C`!S}G8xi&3FyKaHZ`JN>m99|WFXRYZLQQSE< zcGvUCix+GDJIXyVZ|?pJ(5TKhd|&r-zqI?k#qPm>CaX^o5%d&0=a&+@M&hK7&ZfJS zMd|6Abfd#8=Y{(9N_8?Sm`~kZ?f&||<p*=SF0>mKdJKm?VMt%bEU7R?XL9STV%S}_r83+!qYdAqBAlJ{zNpc(~f^I z`9gAC{DsMXgMQtRun1Yx@#(~bd3`rZUr*TZTYgD<>%j@LqTb!ooVIN9TzR9p{=2J8 zAHRS3aANWt$Mwy6T2gIOL@MkrN{gnQ(|N4B^wWbUw%-q>KM3ZSHRZeAvkUz8A!~oW zlK->aXM1nQ3%?4PsU0VFZ9F70vA64gvG|=^TTYtlsHW_^&CIV*_nePySqB)Lc%<^~ z_VPL_^Sm`tj8gjIE!o{-OLwHEtj^o>)vPJLe(izBll|u$So-k%qIdV}7utCAcR0Mc zRjQ>jwd4s$g291vx25m>{dMT|MR#t|Z6D>0r5G2xJ+)NJI+@f`Yq-Yct?b)BNcmMRY8`cL_mgQbeJNv&?JYn^c zN&9W`R8&@!mbR`fTocLsF?yR)!5xbX8QJ1B(+@0MQ@$qfuFh@ur?Xi?g3rxuKX#GP z&opaBb#X^W$B9!02CgZKFRhDjcVFK3v#)SX5G$v3`Lvs6f?zN))#Bm_ zzK5TT4=?ogXt4BLx_n2kbf||`;`=xS+t{u5ztlVtyqa`+Z*FwP8}6Ommi-03eTGj% zeyoY~uq)$Xd>r5Ae}A9F-CuU144+@#m-l4nfAlPU{=t=Lx*@-wBuA{i6}^4Nxzn%r zzn^fBL&Emfn%g1wUIYgT7`~4_^5>iMrFAiey5%ckB;)$++4iT;4^51Ve(?8*Fh}j{ z+!h|mu7*PWLt7(_Gh}2!b{{*!%pPK4^!1V|%m4SK#raw@1JAtAzVd%ISN_?Sxzndd zO)GlHw63RyapiRV)u-RRy|wU@`26Qmdz6)wl(e|mmUZaN&@&VJXl=yg`|j=SgYUw+ zk2X!q2p{8^OgwYN%C@P6(3bH91(+4`nx zJ+;0Uzv_C1$%gMAPZrHQ5%Z){=;Pb%7j{`ZkIr>pWgaW_an7y$;E#99yG!SLF86!* z?6>@i&yB%qhnL3fb&CD(Guuq-3WK%vj{EiYHq~Dm+@Jd`dtR66xwk~}R!!8mnc4NT zI&Np!+etNIEa9_HAOZ`t#rZ^dH?|?a$EB97T&N`Xy+x1&w z;`4PaB}={LT)Qc$*DHPa+7qSvPJkLtasruk}0emh*NZv+|1Ce~^;Ofg-gc#2 z=4t0#sv;zq)cp)zmkB{aRWOoyrAqME+xekSXI}Vj-*D_EtKHvUv#zPXyWf9WIX+rA63{&??rXNDQC=JRtir%5sgf7-F{%Nvf6Uq6&9N?x%<3+zr@yh=m- z&#l##*KSr;C}g|}QIWTAyumB2qh=5)bm!gv__-ZLi~BoU=gwdMa?_UVDX)^{`0xLV z*EqlWMSR^u79l~wz|O>kt`lyRUtjbcVg4<+H^)-%%PUsv`1l*_YzlwVBuXYue08{^ z{D0ktsxN`X`C1TPPc3fyQu1Q*bm|NxMyASL4x&7Ien(Wi6gjuWjS4`SsoW^*Ku=FxVus@cq8!`##2} zU!T9BxIFxHQrP-qTUV}6Q&C}X(T(qu(ynVuo~o60^VkOcG{wa4c~@@kR6f0_qw@2W z#yU>_*trIQvNz7_|8NY6xpZsYtMB)fpS)Zix_Z}?%jp6;OIBKO#Juc2|M23&GH<0~ zi@Tdd{~YgeJFp^fS?Z?u8n2c=U9qz$weRCa?Qq3Er}ZyB__5I@-?+G9#UbnW2X;Ev zcJqqt+@8I@EUzoKzY}NkE z8*eNlnSu{3^%Pc-x8;gf3_Y=U-lATzCAmA99&#nT8|$Pnb`aJ#hu8xkb0w|ORMm`+>Whzxm@0z8!Y2jHAjiwuXPXQ+41k! ze^7-NQc>I%sb=-^g5uU*DQoM}n+q;0R{box`pbLY%=O)U$6D=b1wa0+VOzH1iX{u{ zs^fQ$IyMV@yjy<3!gArKIhF#>R(G# zEJ9W=ct7}jg<;3mEY6HAuQvT==3nrLU0&hO>-7_hewoNLH9!1&hGm&jpPN1oXbVnYz(oapQk(W#8AlD_45l+Aseu zjZbv?G&c3V^qo3Wqu2LHw|{wUe&vows8w}*{1SJ!Rb{P$_s<0X&sWLtb#ZZVJ$^t0 zlCuQ`MZKe5`0lt{zyD>?sh`{)yK5vHh1Cze-S_*7QD*h@4bSB_pWPypFsb>QThLn< zap~>@jLadw^({SjulO<7`s}vel)HI#pECPW^~%lN?tJYn$g2<+`u;X}xsHhx%f3HC zYkFIjEHMgv^Xu!YJ%8r$_N9g>cv%&(ByLVuesHv~AoGgA(_R+mrAa|)asA%{)T2{8 zJR9e_|C>6gr0}CzD68s&qZ?n~%(_>-T6dxSCFMgCchuWY`e)0rww;~nSYM;* zZnI3IN&o(e`<1>rP=3Q;$F_{TReV$GjD13{bjECOXtiJGH?L>a{hH)=zG}urnRg_v zPW#(&~x5|C#`YpAeIGdLFnZDj86!_Di_E*W78HUWxZ9E5?Sh+W?xqPQezU<*4){yma zcYUHgLhL|AgL04cojKCxZP!j}KIhv}vq6**67o-vPngEmyEypTHYF+EJGbtwoAx+h zC)cBGGuI#LICf92ZA;1Jr!0@nw&kTpsa@4A2@FiT<+Q2n(mz9ePxgPI%VpLW7^q%d zrN>v{wN<4!?+VAax_us&<@dJSTN!7oB5Tz%<9^um(+5OSRdd58|FfR-e2WARo9L{< zHL<7DmYv%eWf~H_iN!qa%!#i%-(Fgy*>u0cxp#9I=l?g3hvMrG?v1q$nfJ9d>-LP9 z$xpos*4*Kav)%Rh(~XTDKZ?bLzP&lS;+~t?>7|LzrKd_`C#$V6sy54UeRHeyL(Q9u zI*BXKgk1Q)@SIk{u>&GgTNs(y9{l-v`~7j9z_YVVKR)iapY|e`Pu5C=TU;;Xd2DQ~ zpp+EXcc0Lyo2wu9ni~{9^SS)=^mP5jMNdzu?($`^`SGCn#>V9KSzYP#D%tMWevh4Z zIVnG%f39D9?(JscuV7vH^({V49z_MmV`Q|$-45NeU3R+g zwfTXKRbO>-4_tE2KXC5&ai3_9YwKPeT66!)w$PwRt+%g2MHhW|aYr(7^K*r#r}ceb zKkcsj^mOl$`aJviv!1uwM5j6*?b=W_@9u8pH{JRIKM(VNsC~6k=JnzIe}pujpHqBs zH9XP#$^ZDT^3zrwulls|@&)xH&aa=XoA&(rz6()D{(WRO;p1EJ;o2FQ#Fb}KVq0e# z7p@CVKe8_N^Z^mgwl5`1;&w2^*6dmJ>UqTCHm-fQg<@l5zI1l}?7MheeMQzv7gfhY zLFs<;T^4Mg?dtd9?2DG5{ryLdxU7lUDb)NqW4DgtM^*1>3v5<}ub=np<%0(d*_$&i zD((68YW0fH(`AQ#x^ntRHrMm`JWYvyZ_u%(XYYP{ro7tI0q33{ufL)pI$_iPt&gu) z%!HK4D|Xmel{+2z{#o$XKlTf|ELMlP*!}&LCONt2pN))`_+N#M#dmkD`0=lL+2_`$ zcb|LSsVG*{`|@%%ljNmass(>eM;=p=x93xTm$5YH(X~x)w3qMLn$gIWzc`lv*v%L@+D=Zg3pWl1$XDk@~m9B?5UKxdPUjmwga4x6W>2)kDejC zd{?R9?q~cz_@t)1uD(2Fb9$)3Ma|38g*&>u4+R;|-xsTRW741ekL!Z={#_Ni`q8DO z-dX}v!xLVu-~TU2_kBB*DT{SQSgUB3MBS@ZiQtW6zU-JmwU+Wi9)^G}Gm9Jpcl zGfoZMY*5nD+Mhn(_0YR|ft?DAoBD$1T78hWHuG+sw#2#pfq6~E#P`mxpM|YC&|bd3 z&VzSn%Z$*~d9m-f?GmwAev-_LY9mVsu)2rV#nrgh6 zvm}21I;Q~ErxCl&Ce{Dm+Y#-4?Zcjl8?GGP_xDP*+sc10i{9_u@cp}URYgk`zvlb< zOP&^geR^6)%_MY=C1=G)*BCiVA@M4E#`AJ_AKu!c`KG33VRx6yqsIEs2(Lpk8y_E= z`lC!Z&`;L7?8vXLuQ!&y4vX1eCo5_cs%Zwg{ot2n!2^dqzu)bibIj<%*6i@F<&nEe zG~=q@nqJX8B)+;sVg@9bm6R4GZT$SnsaMo~^)}~2E6didVL#5x7V_^=v4we7%C?!) zvg94t`vfk(V_}}ru&esJ!|O*u&u+Vg+;h>5UF8=k!DI2=*1Nmje{2Y^Tar3$&ptN484V57vKbQ)LPr}}WG)Pt9oAAI}o z_t~8@UCa)jJIBY&#&cl#{JJjr`agn?kN2P7WM^tBYXAR_@tiqxE-d$-Z_T#M$=Uhi z$K&#k`|bZ7INB|~@M1>5?y_8)k4JHG)V@7FoIxUgu2 zuj{G%`)lQffVwB&T0;)3irc#@^XG+y&Y`KxGA}Pn{PpGK&baVn?JX?{x3}d+-r9Nc zhoo^@!iforKmPrGZYHm%f@(_2*>K&iB&hc?a&^mGzxv5?FtF`P2XD%g(13 z-8ap;Vh}sca#CjMrbBwk8drbL{^zd7u*Y4c1ZFmtMru6cK;SQ6m8OgPO z;_DR)&&&PbtzUNMt^ek*qcbO8){Q>+dgJks4L(i5LX$R?9IfrSa&L#@R^^`9&1@TA zn=3qey|ZJ+Z{9htt_B~}JpZo$fTD#&n60`|Sae6_<*ZPRww&*k!uxC4@5t8()H%05 zi%@^4dH-PZ#1G%|j^y4=19z@FtABr6vA1$_R^aTSS0-OLKVI0ibG2E`y0f!qN7V}j z-jp!On84-Z8NKgKqbBE07gyJX;p^i*eEfLwds*3=8;$d9tCg&*qGG2t^wnImt@*LR z>hFic{5LkGa%-ji{?yPi?bf#3)lRmD&YtBBUmthW`u(0}-`QrO+7%%<bNXE}tKg z;A6M^bXo1!tKnKITeGk0t%=_5*X!x+-MoCc`lLydHdKGl3sv+whUcdj))vKbasx~$(6JgH^etj*idc$>dl>rsgXza zRA#AfY+1g}Z^nvKw|9vxehO_kM(+QzLSxDOJ)Fm-Ohc;G7QdLf+GyXD$4^-1H~Js^ zdat^>M*d_w|LXHA7hO6oFZyfSq<_|3OPbjqUR|yJCa*R*d{yL~89&38>GSdGZk@n3 z(NZPnZddkX<5jCd|2(Lzu={dBc0FiR&8u|wpLmJZ9cQBjj4BLj*uJ>mnz}lx^2{vz zklRaNJUyK#FT-;`Y0C$lwSO~NtM(R`w46WCSdbg_<@)YTVRI}eay6H2*J6+8eq`s? za{6xh>fi_3>sK%=*mAz>_6|;S`(GU9_CHUu z?Z0W?^Ikn08Nc$3r78;#x9tDdq`P;ThsLS3soteZN}scCZP9$U>$RSYO+`R!tPy*0 z&)Xj=Ayeg7a;Z$6{^-%85Y?51kB_a?auJ#_N#RVl{=OAXZb6zJPQf#oXB6EQnl@=w zP`8+FkfQR>q9doKYJYsQ`TV0VFMG1ir}{FvZmJcEn8Xz+#5dKf(%<&0$iKhe<3mkf zzFxmSEOhdcRY4984Zmzt{?4!e*U2fYwxZDW>Z(v}(W*%sCf>RJ>FH_i5?f9w&jY@P zg3iu1KVE*nw*6SI^y;icAuB1w$AkGy0gxvZpo)8gg&$9@=2?42YVkheB^w%6@b<`pUJQ$F7%wB(231(TSItbYD5|b=c-y<%zll99%A2UArHIEH_iyKffO|j$OSld$RiKY2JQcUoXDZ z^mD`h!`nZfe*60Ft*tvuuIyP~o_ca?sJ4pSjr@0KHMT!lu<%XuT7zP>S8sj^Pu)Lf zvDPnjIlCU|{C%9+VqXvQTioC4-sopEEob)J`SL;M=A10|IrZ{#mW<%UogNc3iycl$ z?3uWsFJ#)Qd$!ZRU7hK{s*-tJEp+0NsHt0uCx7P(;#`q>dfF-> zu6Zq)OM)h|WUDMlS#v_=`ed<&OI-e|IA%8AS(jcUsw;f-&d%b(pPy2vuyAfYX(lD_+;9JH$I7B@e|*E&$E}r*jQsZsZZAV zQ~iHOaarcIyRBoS?(qq)3B%) zzE{J%o#a>fP8Z$Ytn>ETyp-BIx3@Zf=@NZaJLCL<#>iV|PrlB%GHGeY{f*4`YJVS) zYUMe3vulHciIk|3+M-R0x)6tGx zt4>Yn>DoTi^Xp=((pM`4E^bUd9#XMpMT*~&qU-tl|F&gbUiNT$eBI8+r9H_@9!(CZ zK9%?5!$YkO)rDG|D?L+}Kbqt)Wx}hJAW`kz)$jL)pS}I;>}>AZ+sAI--e13el}*@$ zus2g08#R@rmu}qNuBiLBth3BhYjwWORwLcXT){f+K9GniS7K!R?qlr|>^C>)bd&pD zhU2S3uby07oUZcjcKWuHQ_gSy=I9uyr7t~c(u2FtPxj=0t*SV%*O~oD-kpSPxhk7j zpI3ixi+=rEz@$HR}P~#OfqXdrsX-)^Qqcmw_d5I zRk4!FjhdO=;W0vazy5x|zcK5omTCO=JH`IU@^PdH42oPMI=A=k?^tlLbXZS?lZn3*AhM zJ^&gdELsyI$yxn-(y?CQ!d7o<06FMoQz6Wmu_A#?F{vD}x5`cLna z&(EAG^JG#$Sl1 zU;a-uPXsHzz2N)4E%)m5$j%pLzZ)1r{%2a|)%^%O_Bs8m)McyQ#mal+-ZnOH3SY6v zzVhHmVR1f_py&ja#VQ6{Q%(w9m3sSr|NpS76IEVJn*aLx`qlG;{<^OcyW1JE#E5JE z*L^{^zCKmmU%GUq)3V2>W~Qzy5Rs9Y^In2;l4$s3HQx)n%kx7mU-g>b3%I)MlTxn8 z*X{Q%r|0EQkKLMe^~(7T8w{qfJic$Z-tu(*x+9;@+xO@1`>E!=!n-N(Sfz>GIw2t; zi5Xff`?S?J1%Bd<(wthm&_6z7?wkoVk64(F@1K+E^XcQ`f>oiXb8dS;68*G;3xiZu zyr1?&KQha2bS~KNE2%HADq==twCTxhDsS#^{$0|!YEj6WTU!fO#rucq8+h$5ll``H z%42n{Ot!gvpz*gAsizm7FELOt=j}_c`F%6W;(n=k(7ESAD>e#D`%o1=tzv@xa^u`v zD-2ZLym?Uf|L=!47n$YeTCcnyBKY*IqJh9vyFUzV+wVJ_YVC%Ms_-qBx*D2sYMRP? zE7rA}jb-v>*QhW0^!TLu{3A0AlQ$$Cfz85h&ip{h2!ZL9Aai$a6aE!SW&TwGXrgyYD%X!i4YcM~#o9)9gRb9!f>awzZd#}C^R z&%gTX(yI3U@|@RC@2)!~7W3k&^u5|&3l8C~~)r@8y>ereSG` ztJ%5AXlvQqTQSFf{`$4btVt+ocgf31S=uvZPnaO^)mS0A)OqC#6~?7|p6RZ)G-iAA z>9_U09fiu*p9)E$Cei;opM}!Rq4f4%~w;TpR@4>l)sm&`wR)c zj&~=@UkIqk+ji|ZJNxPDo`UKHx_{jFCPd9IdM7ifU$*)GjEiZreb>LcyRf^*sJ8G# z`k&JuUf#aG#jfza-HW8;hxgXay}4~-j{BKcR}0oeiCzu=!(+|Qe`C@S=HCx*EwWta zH>0EDC-;L(D-_?<{B3v>f9iUMfI*hXDQQq$$Q`scPF|jWdiA@;V+R$l8wRCnzPzBA zVQcds$2sxJEAQzus)ajF9J=}Qr_<}04+gA)Q`at^Ul+x?Y{}G^&1q)?_A|UMUUF+9 z%akWpv(59}zQ4Q6T~q)4UbX(eU$6Dw+}SC-e($%ab;)IKZ?zu!^zB=iJ?Lh;g;^|iH!?f?Io{93}@-Q6VThQR;7-{)tozp*v@x=gal6}7iwy`SgT z-cwRiy0Yi#x9!tkg;j3ljoDSQ@?}}Ea{co=693&QL(ksYmK!~9yXHfKgQtRbCMR^A zXv&;3_u-ud`(D;`-rKfV`AyE6GrEugYth~=!vw|hT`(mo9>;vE^ZpO zHe~IZF0a=wIhWts>hrw&(D#>)uck;}7t;;Me?LztUp_F=!{YqsiSAyuI;qc}v;Tge zaQWvag_>_Nmw!I_|1WrX%+#QSRXcuPKK1D9x;3I@enI+iM~?3M`{1XC`PW-BpTD)T zP^dbpziL**S=0TiCoE9aIF;-oF3-PqadPABwxzMV+qSF@|2)?|`X;~cwS_8j$}7Xy zDI~p%QF-&veXCjMTHWG16WMtCWLvkM2lY!mepH+DynK1#&MF3Hm#6J4Icom%)~wSjpQSJ46lDPUMYro$u=iucHy}Bgj-{$kPS=NH?Iw*N{Mf3Eo6)QAABOp8PJx}hp zT_$IKykGwKudlC*S+?@Y+x6&1Z+lV|dp`QN!;(u8WkD}r-7UX=_H(&u-1SR`@>5&? zr*`Vh*t=f;&%D}g9@l+;z1Nt;Cl``>zt{Tt7f#L{hM#po;|+Fqe)Gw4?SFWF%7-vv zaO6(hdP@6`qHbr`?P(`=hUtd?Rk9TfTytF?nLHAbun!V zG$$u=c72ktyt`@YDy?ajPsF$8ST3rI>YJq<{!BuCZ;|Ms{eOgb`{bKdHC8_7ja>i8 z&MoL%{DGs4%vTJ#mfzZ%xT8vxPgHx=g1}o(Pixtz=1$gKsg+##Or_uuON`Vvo^^Y^ z2r(V+Zx22@OLbqZOGpVHA791)zu&oQ_kO=u%|F{L_s~RT_Y3P{twlYu?(f^n_0*$! zhp@U|!qruwKR%t-4;5YX>gwv%uRV9H%Dug9RaeOQdA1u19y)<0A6{7*)&2PJa8+nR z;_c^OUtDB9ckbM(xwkhY9{zAtJbuNt!iNtZYBg+5ILIXW%FD;6MRlfGuGBQ$=w;8W z^plVE1b)_8sKKdscDA`c>%t{WHzuii8zdfLF@5**`F!`Mr=}LStW`1ide;2@iY|Z9 zVF014mu$LnVxn^B4;}NbudW^z_P1$_ulwn`wQ!Do{k~NuY7ckFT9>UTs}{;TrF%o= zpw7;DchX;9TYI(E>*%J%?)|IotL~rH6Xfgd;o*IYF>FP^!UM&b+@M*JK*9TGTrX`* z{vi8jOJ?MYcKKD4KJbZZIn1BZGF!f$=eX3>hZi?4j@&-A0}NKEc&74)?o==}z5aDt z(8p$->01gWPb)d8?mumHSZZhW_h;Lm!57SMQ z7brNs@!P+D1=)9{I4ie^ZBB9T3x>fv3n!oQ=ZPuxmmpkt7@?||9B4Pgfe{?U~ zR`Xnw>uExPidRB~#1 zq6>=3%iXK0cCFI8vdERYG+O9{7LUEX{hq(yZfnVWdE9TmYH~=_qz6;)ED!OTWthz7 z^mw&e7 zU5B7@$P6E*pk{Xdutw9B=S1b@`&WgoUiDz+mfSOE!{ck0I{5`@dTIIX+_7WDfeT2K#dC$XR?o@zYSW+Y`m|%>MxkYs7-I64I86(=2s(&_tDcpO zZC2j@M@PFil=Aop-dwR{@$pS>7F>dK@gA1luU+x!?)D4Ek3T;2*j8|7h9Pq>q*<0C znj4a2o^#}^zn$Byr`kXJHc#o2PuW>wXjriOzg^6m>!5WsY|E>@E;xJb*4Y!g)6W~- zUI(61UgPg~Y--`-33Y$j{}Ftw~lUFU8&{F#9+S=7x{$JnT7QebG^mLK!&Oh(>|6gTRT(q~NgG01# z;>Pv+|5Z)A{k&J+Uhd$*gFn7p_Ah*M!w@thDl%zXW6)7Arr>EF&pdB^@?4>#|NU<>c`XZ?5_3PX1Q2QQCaLyZQCg zF6Dz3Pq?_aTvMo)o;oFX`KO%4N>iD;l)kuB+qfLsa&Ohf7q8l{Pg+! zVLJ^DIsQ_&E00uHO`0Ne!r!VyLQ~!U(B9f=3-hd&2E)bOTY6nsRi_#kh2)-!Gkp~H zblD@8ACvs%I^8%vf5m4;;bV}+clKZImJ4pLwa!`>$GdiOao^WpM_lH-zsW5pE9Y|I z%1YKi>$$Fcr()^y1#zsja_<;r>GBkQr-i-uPSJ-Wa@aRfgo%dz&Pu zE!a?8wCSYns;s?RdbBuJCdu!t;Cv--#o-+=<#>n9@=))67q|bfZ#g?}a{BGPf38LT znlr^U+kex#WYI?{kJUcNT3spG^XSRl-iM#RT;`Z%bJFD5G3)mVWpAyn-2J-T_YCJ$ z{%u7vr3V@qE$aW-=tQ2KWg6P5qU5dSxYo5>Y~_LJOWUsM@M`-AMjEVS65U?eZT0@r z63>PA3bJEkLT=kGK4M#awLR#%Pw4V3>+~)hKRO*zt7>+eX}vVhSIR4P`*C1%^mQlp zWlGP^1~;yi(ykBG^$kf_73zKYV6Nqi`p=8|LspwCx)kb+Tp_o770{Fa=JJJrg~y02DJTQn&rasKM9T4x|3v+sHD-2L-c?aSCD^PvAq@$*eR zhAOHnCog@F%^4}g*4uH$|CX-TQ7y&LeJgUnt6^nUhr1s-H}``7tQEg599tL5z5LhL zO>g#i>@JI)8VQ}U*!0Cr>!iBhfyWQ^v~*GzU7mgJmz^y~Vf1!|H=p$bzV6OHyQw$D zdQbJ#*x7p@T{wDlrB={S&{VaS6zkNgcY9Xus*IcS+T7vIu2R;0zFN_G-|uzr(2WlH z9s0YWq2~Ch87=$&wXyU6y1}#U+mb~E>%!$V)6dV++ijNLx1;p6;O@G;s~BdLd{9XG zAHjXxYHMy@)8)K74xdg=e)WItmiMLW;^Vg-R#j3uUHtG6>z>c&tXJKQpRDE^61{iJ z7L%)w^55Lp=;7fJpvx#<@qn>7f7RIp&^o!FJW?Im!s-uWrnfIFEOEItRhwg;o$l!w zOAfb(o@RlJs4n{RB02f0cyW)(w{MY7VnsKDGeM;@!omUn;_E_1D+@ z`WjmQU0Z)|k5+u`%yd=B%HF-7KAkpLvSh{U2VgZe>=^BrB<8l#YCb>z_}CXok30MAk6UGG%i6r+Nkcj)+W_KzPwYMH2Ng{|p0+AUsOby|Qq*u~7tuIH7~Vu8(BQ+K^F{+IgW%ig_@ zolb2%y`A~)?XAX-!ys!ZC#r5}G1KC6bX>J|{>!4LULICO7N=)inIItgPDx99<7@L3 zUS2E3^&IBU>A59sK7()4vHZJS=jCkAM7b(GI4WLP`NSjU#a|Yi>XPu#CrFdR8OIh} zS1!1-gX#V<=cQgAHb3(BC8zAIEePQJ!xkd-#9{CE$^J@JN4e&_zsG#<@2{1qm;3^k zwB8H(Ew*^NzI#=L#h%~aLa!#RiM?`Z>8mNN2OEm}OU_%~Xp6cq)h*k9lifXkn}vRE zex}(Aex0{hF8ZjnBzEVjf8tf&-!f0%{k~1tV{eV5BJ;eU;~6pUcDnC9cI)?VMOzyu z))h;>rk*(9xZ>aCB8#wdjmp|LyzOo6-G+wfF$iLM7JmM$ zAChYFf1>i)Z|sFA)5fAnVSlTtmmXwj=MoJ$TD1N5d;Jf&RVA-h%&VT*J^jh9c&(y~ zN-BS=1@;|on|5Wr<5Guz@1nxRzn1g-|8&}h*>PVpyK=!NmDT^HE52^&F`Iqu(yhrk z%`MBcd`{mIJsj3@b{1=_6O-2YUrN`fExRQ4_0*2(0(RAATKoR*i`+J`ql4@G*|WUD z>V6^WTJne)dZpF*iywXc@p#px&O+(G^Q!qiT9+xkI-c4QwJk>W&USt-rwda~g4UYK z3f`|>uI2I5#?~V=z3WGv-J$)zPHnk&@4EQ9v$IzU%(r9?c5-UjYMvh^svG1tx6Mvb zF3P<8YMcL|iBfB~1#EwAp475xjp(m;yE`KHO67gu+E(kJaOrTK(!=+6J?sjZ_(HV~ z|KIuC>uvd>N0)EhT$$x?@9!_=XV>E=mb?(Sq^xwss@mROG-&GeSWcT8OeUoqYntq+ zw|1w@>d;_Ol~c@|t~9mZ&X%_ z{@%CZ%gNWZ4}MIyyc)7>t?kJw&!gv`JU+g#zq{FS`DsfBrXP#l4&Hj1ob<4uJ*;|D z-2TeqnYqFsS0^QOooG9nccWwW{Fl7M_EZ}(IW8Z#?7Cg2e3^z=iIMP-4K8H`ATpkQ?SdkMWyBKdRkWZ4OdRrJACf?_K5F~@2rt*`uBa; z%Rh5lcqF5?SYOHr$UXQ+iFLV+T#dlf%KE4$i(D^MRn1@uPPeva`G0Y-0B8i>weXu^ zl=3w|`T4UER~N@2}aU{y)o`ib2cWe;;r-aE@=AmAV|iZOaK(?vRY@^=C3d zB~3qziynGjvvQt)-FY7Ek8jnKls2jIfSN9A7c0xG4%fd_s{HKi=?wb~pTuwc{*l76 zENZLC+c%vtdsskovi}yxX*^sDU3ZkNJau-L^qU>R)#c?owr2)^dCktsv~z2jq7n1- zW#5(RPK&)*q<-++ZR_K|u4sn~?oW2#sJ+1Q*RMkx%ilBg``_8UJ)?YzxA#G7&)t>6 zg|p2RzaDaZF?n*p$FqITGUm2tK=e*awQ z6{ERawPePEfBwIEpL~>7Qd;x~T!pL7w_xmV-@RhPluo~VtJlB3C>+VX+qB{Q{tc`6 zH6dv<kgB) zj!As7htBfbg(#}*Pj8?8vdq+?aF5SB^`wJLEw!ICc``F4xlN>k6THMlTf6_VD^%Pv z0nKn17q1FtH(VXQI!nE*PV!*D$}@6*vzKj4s{HWo=4PI46FN?CN$?b8UOI9oIxx@U z_Vrh%rz_UHi#hUdpPF~IUAx!R2i89_fAmT)uI=uQ+&;OZra zOHx|;bmV43_4m14_YXD;{`llAIsN@k@q4wu6n<p`=64==71W{Q(y-yQv1`jl{Okspp5w{Pz8{genZgks=soGc5eL!<)3!9Q;czkUt1j5yQLY`~a{t=9Mzju4Ub^EJZB9BQn zGftl`Kl8f-r=^T_)RJ5kEuQo1_z!Ol^**xZm*`3N|IK<)b?EK_#C*$QuFk+ zc`3H%XD@F^fy!HC#&4WAZYIkhQm{^!~&!<+<(J6?>3$*LS zMoqCJXUgfl-<7~EhJHR-0cewRAXnXn>zbDE8W z_tU<;{rrFCNw$6Rin@?FcdpkLv*2@cTE7eXuhob2wab>mXr z`6_I(_~g2)Wq?M?xFSQ_IrWPzu&KNT|Lox zsTXK(%nw`ZJ$L@udNV~|m|C0dzp2J>b=cFLepc}(G{dEOud*%E@;Sfa*$g?+)+4pQ zC+x`I&lRwAj$QAR$?AezQ!?EeR)wv-ExIDgM1Nw}6c-nlZCzkbT-!C(D)ry8m|jtP z&|-@var=1MA8-}CztET(2c7un=+ewNH)m07;9|!ED+1GI|3APfT#$Lgc*mzp-W)Ra za(<@SV!zGizPf&zBk^U)g&Q}YMy&VuaQJh-{@~AdZW`xHK5};4-^F@T-QQ7Oe!bR0 zi|gx`M}55+bX#R5ipH5Ep zu&fpfwEuS^?2?O%%h4mCiP}jCQ|3+&ck^zFHtFm8@aERlHMgOy9ha2cL+R0J39pjo z?=x7kY}EtrKi6_ESXi%S-f7t+C&inUe=B0a?JqCw8Lq4O9@-kdOsV3QbmXRR)e7t}F-thMhq-|ALgsVd-?VP`O8k+Bfy>+AdR{eJz$ z4T*<^Zt^K<)z*}Ir7V8a%ygAc15(8;3R*vJ^2)yxb}|K5Zu8l6QOq-B+nuPWw1Q>d zuIVl<+ASnhn0?u;wR=*Z9P67mAy;{}|9;>6{y?KvLSUS0jj?#yyLT)8oz^c{GiR$) zSM_bP4|SXP_3S>fC_Ov3we!G~5QXA>uh-Qaw=mCYS>oKDpq+GmUGwwg{xnYSRJFC- zwsNm}Zrs0q!zE#rNmTWuQV;IEouBXST6w|$YUTYWmVQkk*O&XdU)s+en0+_u20P1v zsHLrKX`CLOKZ5Sf_u4KnQ+@q$`S$GYXRk`l*EdK826{xix^r{#iolZ>mDE2Rx_U)u z{f{qix8GmnIa%$-j>5&OzL=C`yo*1;$%z} zx7is6)_Oooc&(SOEPwrAQJHViw?ftX;jKNEHS^>`@}ksI^CYJhJ+e5oZw6=wQpm3_ zla211DMdfIw{EUg*A7eCGbo{#82Xz_t;?iLvz9OgyQD;da#(_ty1K>HmC07| z5{!@ITu#k2=8&}VsXb7TcjLmdQ#YX%!^`mVA79*Hyk}eesOG);gL^BJC%$*SRc0Bs zKF=yXXi4gnEmu~3IvW!+LCkY=y7GsmbJi~H=yG1=A~My+uKU!v{Zb;N#VuVLqH3SK*hecsZgVQ=K?53G!fy>VpD z6sK(eO?}5b{>-ljO`%wXt*tt~u`hJhiU$FI`eem~XK1~d18QYwZ2j=!hG3kne7pDM zWs(n_l#FJdoUHzM`TV*=4-dB+R(;7>6R}b0^sle4uP48}wDdyO)>TSVo12?&ZkyWC z<(51_ZBEK&8(Z6}=Od(lnsMJPd$cb4Z}Iypc@B#mo0HuwOCc?)5S{CB)x0O&`xZQV zzkmAenR`B7yS+-Pc<$TVXZC8Qr23icSbgHHoV1KRTd|jAy`1^7^8s%gi@1wf{i`4M z>26zct8a_srthDd@2>qjab|PG!uR{v=iQ$$gJt@&vjQfCi(V=eR~GLp&)+)Nv_6`* zH~HK)(;(01f0Fy1AHQmvr5%3gR&4cG(k zItot6bzEQ&yBofnlj`$l+>);Qa?yR&)caRghd+GrqJxcB>cPt8 z^A4SusC@P5ohXJbP>u3ytv)AbCaXox4TCND_vLPH&p%&idsB@wOE+$h#PL2^=b|E` zRUs>z+~q1+f|vO?w&o;01uc9#YkvR8=JR&lm7kxbMsBb9S@h-o{rI{6f4yG+@z3Y; z>5=xCmsGx1_ez;^6+b(pd8|ihs{R_#nFvefWCxaCfmTqW)2?0RT{&HE`s>cg0quHP zr|!&l3_DSOMWg!;|KzHlMow%tOQYI%-YM?q^0)~Z0+YSsduO+}A~XBKU;d{(kQ@i^`QRfBLdQFeq|X{srB&yb$Oqmk^Y3> zG;mw&&h2fEQ!O_a)*jc=M(F-~ahV1yyu1%yUT&!4YUasdtXZGH730ohz zIc=5d{dW1f6{~zoUtD0kckkY+zw=s_W?fm)xcy$0ckk4!kY;v%H!rWQU2mQ}Yddnp zMfAy}$t{zXXiatJ4Ds>v@Hmj%Z`-yudi$!=LPv_q%8t!6PXF-p`TXRIi(Fsri%MI? z_V)lY|BCt6gI&BwpW#BK!5*02Z90%moK&#V@P3|5?QTN1m!ZwIfm z&)S2hq%93Zx974}{Pxzfdor7xrd_hr*u5cg^8#-Vho_P82NoAUmwEkoTh76$ zh5Cv$-*Q4~{{O9s7P1OiIY(7Tb&;69TUCVxsEgdX{a(|xv!a5Z_qjg#^YayGPw*7; zea!5um~RTT?EG@3pp@bExx2Eve*EaUF#RCIdiAQq=?55YG~JqQKC@c*ljJ%GOIB2 zM!?*fcAmh~pq0QJTJLZ7x77c0JhQfIZP3n*=jK~B^Sgv>N;@;7F~0t9XzN5ZpBW3Z zOe9z9crH~74-XgZkg_OHc=P7Xl^@UNRr4J@c+kV!`*5GEwL#h$i9dh8->-PNboz(8 z<@ZIaXD?YbwPop(ef$4>@(w-d6~!cHRl;%J<}(kUoXv_=iJnh2IV(DUzuWEKYgzlt z#L3xNP();ks(|WR*4UVs56|bPlIU5V9__PZgv9ZQrP9y~eeI`7Vv*VhHNmaMdTZ(N`tvw5rdj>((n%AYFT z>A1dGPbnz0y>YHA)3JX2Pi8_>%{|l4Dg60-{%Ym_!p9GSPMDPk>7Ll^Jw4`d(4ob_ z>Ravpt>6E7@7yb&pNDE_?cU)#n{lm}C}@ZDT|vjm>WUA~&-M86T7Sy*znMXjCs$XO zANljmI>>K+o1UT^-&C!GpuU>zw-vi$y@TdhPP~8n)|4xD;n0D^ZFcIapw``c!$+5X zv}t$e%gOTtna?Z?5N{WTOZtckq2rM%?Q<=SoAH%t<_CQt5is7 zQo@vw>A(K{ejoZ&ZExKACeOK6r9sI{xI(L{te%~p-|yJWHglae z-EPo24A52|QSC6DPv1OV+aUTTcbK}p>GA(?2%e3a})$kcsrK?sx z3cb9{H*|+LQ&8=%FM+3(m6by`tn!?!rsc9V@i1Gde2}fT#|7`Y?YFjOKhOB=p7IhL zQ@?gt99esR!MW4hdEw*D#oJR(^(J3k^+EE_mQ`nhLSCBZDU`jn3iepMp;7b2*PYv3 zF5kF$*ptt}G>2n;qyNe*ahGdKZy&j;+~G2=wEb7HkU99*j0lS-m$Up&RQ-K+_Gh1G ze@{#8wr^Ftey}W=W6l1Yjn^k}$WFm#k=<(IN-2#?flwrl3{Bi61jXNZ-4Sk@Y;4z zV#cJdprF#oI`^IHSeB*iH8e=gIi8;L(mlmD$I3udPOdNa_O`_T|Nh?Co-fZQW6^Nq zM#NUXIFYVJRbO9maB^y1xbgP(_SNEYi@U}3XT?=~5*8C^*#tg}Hp<+3p{nB0xw~iIY!0t}EmoY*6exyR>BassF;Oz~+@{MJ7arUQ z+5OG`ZaHb(jTOO)(V$}ybjed%KIs??BQ zXJ;EMdHyegPr{VTZ14Q5Zr^uL0|mXEoUHYszX#a`w`U6L+1zB`=iI)^Vea9z4Y{CI z@0U!A4l;fHrIc)IRo1W-v;gDf1;ww{-ZKndeh`$HG}-vp-c$cm>g#uG&t|_qP4|k8 z=Y#njr>=o23Z`HuCy!%c<-5z@n}uebTF(^h*OTWRr}LD zxi~l+HtlIV=^PUyBP1*gYCC`yU|Z@HpTF>CNxep3;YsuIPpbEKO*MbCv*!0SXpM0z z+DLHfvMHa%3knY~ybu<85VG5hCw%>(g-Na%bLLJg`?-nB-?Q4hI9&L9#S6vK1y*0~ zet%$}Rx<7F#iPfSYtBu7wP4+SK8?)7D!=E(yxVJjydu_xJax8L+PrJ4tV{W&2S+}}OkZ8}LcLGE56r!6Dgw5C zTJq`ru`Mq>tUl=9u`X?SemFK!{=xcH+_xs}`L;Rel>5ZWo#-0%I}s=*Wyu*+M2aA>XYZ|gT>F!txPf$I=3ovbDHKK zF_&klmm60aCLc?7{>}%6@&x6rCpI+{UAM^|z9iR_0`d{1dBdjK#&PzB%1^ zbCaXyrK+C>q@YL@-1=wvqV|bWW+q#sHGMZ`Ul;p(N{UyesX4IpU=5r3iX*D;Zu5WV zlMRVDb)?{TL*`Nbd&gVj_7;9#+#mRHZ~578;v0&~-M>CPEnru!msB4=d8zIEkZGS~ z|Cs!7>uI=lRQ3MtkF{wQN!RlouJqe0W!>D=)5^xo6jx{IF1q%~Wc7(v?`-x|f7O~B z-{lo@Xr66B_HD7ywDZr-+?!PMY6{nFt9z^7B)kUCYUqF8mV4#ow2ieU6Q3HD_3bKo z88q|Ge8U@4?*DCVX<0G<+qZAat~I&^d3rGg3w0G06$R=3HVW^b^m&t?-}CeH&12h7 zNZl++ICW$7<~2G|TRi?wITdtwce(!M-)dSqH!nW@c7VC#XQ?S{`PY=gy)Q54Z!gx* z`K{Qiws`BQ>i72yGXiC{n&)eMDdnlMEeQZ27vDQ=9i`Ons|-due~~ z*-KIGhgyF5thIcy>2>W|!QExCGxMYW^vM=vUW=(+>35XO?kZ(iJ8&aZW5#<@(* zgV*M{xVSu>S~5dux_-yi$+s>HlWU&ZxePHgG{7mKTOBzf4r9#RD@#l7`k zaBBIc#eQW%&~{jA_`|v7T^}5Srwh8>`lyN!UO~$@mBGf_|MqNiD9XCWQ#Nm& z){l@G3qsO_CUHnuKkIv3^Xprv`X-)BL4k+#N@mZUufOG--<(N8d2c;kTtebZGcGu6 z-8k7VSXkZf$Sl+BPdaymL`9e0dL-)p{@z~0%u6aUJBwVO^0)EH&Px4zcDA`;{ym%0 ze<#)FpDCu5v#on56Jv76iO3n+t!%@)N}et#ADWah`} zZ;>%ISqhKL@^r2q2r0BQ&p2>EWa_!()p4~;=GbQMdUI=!<)dqB-QWEB3YtCGy1eUe zvaZbQDYZ}K-q+QJGN}E$VOZJ~vm+q1b+SWqcK5S_?3+Qk>tnZFlS`T1q~;Im&+Yhj zDukt{UXrhI>HWN|dnP|GICOt^qKAL@)kit8o?E}EC@E>3-}mDY_tkBAe}8>_acisg zy}IAITQV*(N%gwPzMn2uVgLV+@w0PtS33nC4cuE*$|G+V)4J$bpX_QapRcd4`?t>F zleKCA9U#KV$*Gn6;Sjea^T~q;53Y#aZFX*+?P{msqPSyHJ9q9}>C?n=py%%9ce`G% zOUgA4tUOx&I`vMUztFNzk1Evv|M}eiN`2O>S*xm=Ph~zl)LQZRtog@V+3Q7L?X$JD z{Tw4MF3w(FUhd-J@?=+B97FFXso)uf`}Xa7CGVVg%+<|p6@!0d&t#YNVXIAFTl`dC zdHprFiC*mD#r*df-<q&Cz$tgLB$4*K}MvFaulCM^8UEDW$|I9yc zyNvzjNq>^j>@ECsXTo!j!eb}1C+rcMSv+SC+sW)e5O?p#+Cep0{l zkH3Cz;ivsE|CWoV&)Jhc>AT-E8TI!wpX?1TJa)1=`0@5fUR87U*q_a24{|(yGM(Y4 zPQtmuPm&IH+*6M3I5Yn&m({u@cCSAgFRZi^erCE(VLoTK)jAb>;az6gZ5@Z(KiA}> z{$Dfw)pPde;mcN>{#aM%v8#0Nr9VC|3>Mh``E4`vwb>_QMSEef=f(?{m1?Wh{*ug- zvu4}hNFPv}bE5F-%pi^@D%GL4q=buMEyZw2N z31{EQlNU~Zes>{piL6z}7U%X*)ftf4ot3xD+NDer?l0k#dAFCn@B1C*+-3QvrawR5 zQq{|rcb>1kyP5gTpFi(@MCzA5cDr2tc+WT96V*kJ_jPZ%VzOjO+8^7PU8S2l&bR!E z{w*;#|Ey(;)KzT*I=uz*pC#<_ke*6$OQ6XVxLt$WN>RsHm#@j|=le=q#3HS_*iZ7ws* zr19F>t0sQ8s($sz^}cv*p5WoraO|q@TJgZn&H@kb$LUVo|9mvo%i5i{Z=bPbiOzAY zP5s(0-bNlycgnZ7|FPd7sFv+SuHUBna`wX0?muoh_FC}i^3>DQemtEX|KUoof8yt7 zXJ4tjpZUag?jE)0UoE$;u>1QZShQl2R)D|#Uz2&Y-y*->JNDy$gxqQE@O378r=_cl zE`IXs*yo*V&DoaS+Ln9zIb)1ty;lU{;px^8~@@}ak75Lvdk)5ntImx*M|PBJF$oVtslEz ze(y=S8CvguOUTZhyKt}Q8|@WG=2{DyCMF%5t}iRIps?tShr8xXKDXzE3AbK-+sU-! z#&Z2Hnwl5pT6Uj^t#^FR`-#29LdKPwei^N+ooiK) zcTHrLS#D^y|Bf9gElcuPm!7CPk=-7=Hmcx^GDqs>;-KBzxbCPt`J5`Y=+mP^S3^o< zW^HxdqMBR1c9Z^@SWX^qk6?sMEbyAYR{$zHg zXJ?&H-7MDnaq+=YR*y|wg!hai&Ppo>%rB(Zb@s4#_%2!5)bnCKR#Vg)TyA^GASSohDUF_Cx zKDOm{$&F{&qpO7`vTmCCc!kiTi3R_x z&08~#(^oxtxi$OxhxhycFRJ|fOm)vv$e_B5i%W=9kl!4as)~qdse$%-&OfHdPy4+g zuqs7G==-~1Mvj$wQY|tM@mx&r7<#*7?!Ay(_j=2*woOw4c49 zTwkxhf-i1w)j_c(al2U7&+9+DI9RT2`N7q(bzA@g~thOn2*A9y%vAfxhuL@mg8s>7wW&VtgE2pPF3|J}jCU2{l zsumwxZ^wx+Lxa#$>*DvXtD4gFXxqif_m;bf>%}A_bWJGxYjw!(x6fIZ1K#=v73W{- zdbDcFaXppZy|!;^Y98EKA!uV&9%Ox}0|HJ(J$iU}N7?J*+@t;WP1%#x{wNFFb$l~T zcZXSK(Xr3Z4)Z^VJP_a=m60*6A>`H3ZY_n>=TDa&3XJQwUw4T2T=`wr-nnx_-}|4| z`!l=p!<&B|>k>5|UfZNfq~DD+&j)b zFLu|8$%ZV84h3tuY~??x?!Ss5ZAu8sM6c50ebZjOcU;Hwo?Pj?N&)-dZT^0Eb)Wf*H z6SVw7X;D%F$ggpGBL3Dq>QsO5Y}#+>*-f{0m#=?W^Yzu$?!CDw)mi!XLSDQ+aV{e^ zMC8%-_YOa<$3K47F2C^88hx+S-;hY}=s2?Vxk>kN3Vb4w<^`&NIb|ThaxqB89gd znHF6gbWr7#p+PU(uO&-lUVrgCx$NsU2c{&sxmM4tk8Si4Re5tKGVQjDi%Uwc#0)La z{y@;iGOjy)=MxMZCLf=@_sf?OpV?-)Rh5mgRh$ z|NjJEnhjm-Am%47-F@Th>xm^l3`!mfX3dAx9f}#NjeoPNt z;P{R4XztA-Ymv)qBx7c8516{FD_GHe{)C1JiRTr5?*E_g{5kvD-PO~YAM=H-Qh26z z;8+<0BLjn{i(|<3s~bLlaCz`!`sus(&+bmwZ>j$(s>fR|#+dB3`nqNB-o0F2s-3aX*UFCA7k zI^(LdgHjom@5%+Sz$;J(n(ib%=F)bZy$>fQ?O=dvz~ZSgiOz{pUsXBe#7T zdOA8*Y`IaA;I;m`vXRlH5=%9;V+9?7VXH%L??^u{2RgRyMy0mqzi+qm z5BJF{oZy)wZIY1C)d2>ZIwCeOJlvd?&LX#It8{1NSM9ug-|ax>JKtAywkS^d{KzcF z<<-yIYi|Xen-gfi-fzZ?-*+-hR(!eGo@$lb>xthFvp9-h-oBRDcdS?sl z{iD9sx5ywm>Z|7s$0mM1Q?58ptv9FjLnE{@UTJ@*{FT{qe%@jx54W;+?+S8nGI7@b zWu0>Pz?At-D%S zLYLkL&CL|6IUdn|9Ov}o&CL}*{{7zI7Iy#EWUtof)6*)~1y4QkDKbBI&g*Ngcdq4f z%rRn(QeQ6f`e|+XooQT%bBA3*N?uJe(h4~G=ilzAy!X%Bt?I?r z=my;R#ajSco}r$1H?YsJZ>pB^xBWe0wNHCPCa?PP(fz}#yWAW1uXjB4^6~}MBdbrn zD|&G2^+maY-T&)ubTw>DKC_qeso$Y@cR#$jqqun2c~8vA6D>V;i97MwCK{%rf=WyDghRcHQ6J>UJ^;mRac9-oP4 zCvmwr78qUH&%V&#XV2D43-})GGRu#9aC`ITZ*I4~O8@Nhv@PfR z*4TLTZi&+731TIl?EKHH-L9Rs$PT@=*7oG5R?wnp?JScO+Y;<@99uIlhZvY=-7Eqv zN19@sp7{JB4~tq!2WFUJ-@$c zUjKbrh+i(mQJ^+PhQ}&auY3t;vEBxjqjM);(GC|dEY}k%`@dMLL-Nw4qMgFLQZm}} zbH%)?>}=$!I3{w7DL_Wow{TfVynOUn(C)eS*E^r8(-9vslA)f_jhL> zx0x*aZ@yFS{L`^mVM`WoF91Wi)Q>e>u>M;C)^-l^`=1U8T-aV=IJ%uH%hjHZs1<{^KS_XN# z(X;seiG`kO<=*ilMLr`Y_QC%{+#Z&NOc(dBaoM`mdqT+z1JD8Py{mU-EnVdhe9zR#$&~YDb~R{yOG=%JV_1TsD0F>ROeuB#T-0<5?TgOY6TJeSX2p zvQTQ}nGY6Pf)h)VTQ#A5J|!)awY#lL1Shh}t?%v%x~{nBlW&vkI^F2BmL*Z!0&-2g zCvCYqDQsT2x}VdFGuwSaot@bDg6!WmHwXT_?0+gX!V9`IpMCr9_wCn{`_s1YZQ0zs zmJ2eZuf_B9))q}alO5b~d#e=_zGR3BaMk{nRgtyrTJ?Ef<611^&0b$1M zpymI<-(D^U9YSLozP|0+&6`_doPy%+?moQOnH{vPGI4%Q(}I=3iMc8^8gr!0!x{}9 zKW&=u|2nAeV6w&__3?}z=#u_Li*|fDQ?O)?ZFiKkd5YzRso_@}ieu&4g5O51`1SYu zoC2kwsqLUk1wLK;zo5G>u+eM!vGT)vgVi&-FKVsdGB@j@kl)u=i+)W~eRgk3(ZiD4 z>>&ZGK8ep?eOhS7CwW^b#$>nIO-ABXU)zcgw}G}wYzX^kU3Oq;hEv4k3V>zbYE=ZS`WK&zK6xn zR(uvpD%5jd$kN-)Y$N|}k)POB`?CoR-jmffs2!atT$__K&8+v+{sSSFFRrCt{~e`V z_SP!mb4`rg&!$x-&tmrfTPrqA_ra|_l5cEmLp@GiY7T0hJNdG1)U%woH&+ICZvD38 z)AAkb*Y4V}LubA0&Wp#@9mJ)%v*!r^4_qALaO&Q1_0y@KJ2Ya!J2q}A3hsW!UwUt6 zoGt9Ol@(_yZ2ws#)y4MS*qS}D=owES+ZWTtTldJ2_9>k*=>Kt`{QJJ!9M8x+|x$KCQMo4cg;rr-rrxVyu3~x?^`+f&-=+6nuG7|S~g+A zmN}b0e`{0KdNXHA8EB&VdRXPU6JKlDc~5P9G-J>7p1+UzLm!@(dajc2W=4&^u%KYz zOL&{Cql3$L@x=w7-bC&&E1Z<&TJpF4|LNKV2N|}P@h`aKF2C}%fZ)>hR>i8PTA-tW zYh!eHtZMW0jaF<+sM|Sv4Rpb~z}6henqS}B*A}k}k7t$aQ4tZ@o@bkMeSLfN?{6Mf z6#^UU*R&?jy|p1tbeVs+{pH1rjBZ_cdwV@oh~{#C<)=?PU34R72`*R_`nrsDmDt(P z4JV|o-rIHb&TI!UwFgI0_86|Udy91N>?!abLyKbY4GEEgu=wfdSmE(x_NUN&|F}L{ zmn(tygZ<#Rq^x9AX7%&u%59;bHF(v#%jP611%b|G^gi6~EH9s*b$#mUBB>2MKfXm< zTwU2Loqx{dNmJ`8tuC|es}!XcJi48K_*P}fyB6vEy}etquRjRbsPxBuU&9aG=)%%J zEw`IZq*!`t1-Cie%B(DVxybLBS+bVRQm2sL6KXy!;hN$4_s8N{)7g&q&8nW zw%mZ!b2%~d4VewK!xhu6uHPOm#Z#~%fbrnv<)9N{6S;%*V}sU<=BrrOOlM z^?iWc=WxNo>QMO$fr_%XS?_#RH+fxOAMbv&OZ4hb-RNx#l8^W8?3?@)w9ozd`nbJW zyZp*F#pHdSTYm506;SE4Dtvw4gb5Rz;@8*y{&r)Z?P4jti8~Dppj{ysm!nFJ8f}X@ zxYScl1c=T6l^z8geCIalz5P`hQ=OW%bM2-OnT7B7EHI1+A|M#3Y+C8D{>8h%nYS<3VO`ktBxF6?x zrLvZLsZ#QhJ(V7ov$y6d3Oa@^UA?!m*sXM1@bZP=k}7uV!^y8orPf|cTc-J@JJRFE zUg^@ZcPBRa#M!Ips6Je|T39V@%l@2;ht}Nox|WE%gZ$%SmPy_Ytz4o3tHX5XSeNtd zE_-{*)L`ngX>GRE-)88Y-m$Ot_cICg?TU$-7teX^_Ye^fXn6AEi417H%2gXnYwN?O zPir5qijTi9P+#eX}F^C@pIP4HaElGjpf;#1(fY226=Q zJ?&M>=}CODP0_EfEpyoDxZL^6r>6z`e&>lUx#sHr*lGU0jvsY)%)uc_Dmta#&S-{k zosi7h$P#`y$?K09XwS50*{{#%?TcgU9~@v*QBzaW(BN3OaA8(VUZdvYuc{_j4tX*6 z{r>j$bm`A#e!C7?>#_y$`|Bb$Bsk8@7Y}qqN(Qcz${x3IRa=CuPWyGO{?NU>uMQNH zo#T}{pxhtE=CWZ zPS_c6O!KM>Z_3)A<>A>_8xSy0^bk*#?WO!X4aaUuelrVjRM0gs@pjPq`p8vu!luuk zf*xwDT=DGIBFj1Ncb#6eYL(!`N~Y6_RAwpc`Tf=T!V^!{UB3P2=1$yD&d-k^KWo>D8qPze@cImf; zdLFy0Lg!8wn3=sf?Srh1#JaPy53VfBEzXw<{F&n&EfRKPm6^Fzb+yE$OTN>ea&vy# zy?bk3YE;_ux4f|-Q)X_PaN?I|tLDTB6B?S?`Jb)eQ`P<9a(!Lw#-gWQGIli*hK7cg zQRgL(r{*0me|1Iks$IeFZ*O-LJY>qdvxBj`yxb)75({V;;IhB{+}FQTBDWVjbn=;P z#v8oM=ODX$O~d@UU!Hf{S~f0Py!dKv*^3K|S677|KH4q5G4HOGsb3xY+OY0zxwjwP zEx+%2xQ+K}Zrsiy*8II+r%9<#-Lxuv{W_+sm(1C5%MXLp#?SgiA%*L0v$_@RIZhc}OBYpo&o#@E+ZfBrP<`hy#R zTlHR^5NtU+ueU+`_`#)t#~L-Vm2($<$;{;VcmH*{jP#%V{~z8_zALyj$CByTw0Di> z#a_FMSTAISs=9)Pa+hWX-}wDwM)l^7Q@U5nwrQ+U$cPr`o2tFKU}GSt54|SN*4x6| z_6ysaA6CvGSy|WD^>T@7J^1zY^(wEBX9uRR{8!~rWtI)()g9IjsS-?3}gs^F9qm2J7Vm-$JX z3r(3+R=;zmaXKGp`n4&jNM7g#=*Y*b+y4LkeqU?Cm5s^nF}urn=gphv;q4vlsJ64O zWxdLTkf<(e_DyT=?kYX}?Ck8TG9IiOIyyMkL~LY=-j;K4o^5r&a=*Djx9c{^f!jvb z_Vzz)%@378$NpEWQTemed#h;Cs!;9gU*GX>Ia_4;s$G8KhR^4f*q6ymj?JIxInlYO6aYrp+fT2XRp|I}s4Q?)!!ELXj7^Bn)vh%^sx=TG(Sg1?W;Z}|MB z#cX?7ofK%(QOBok_P(oL$I5(|!ga#JJd35;K7Pp@>-?zqA?xKP@yWWK$zQFjW)OPA zvh)9E{~czztD;Qrb=uf1ITZw5i+?IvCE?HMRig2S?Efp|ofg}AW@VUfXzS^%mE5N6 zd)upnmp>(l!CLlhM`*=_&*c>L1YOkCRkE>)2Umxdsc9!YJ%*$$bO0UOubax-l zUca|3a&y|sRl(=&|JyKmt#r!pJk$8+UeMjw7v1GU>)Y%9{bc|9`}^^w-qQ_AUxk?3 zyObXSpN4II>fF~?Gpmgu9n}+TOXt{fpI;ZtZF6sUv)%+8+|ME-b_0p>W)5OZyoX@>}x^0cj8~@3t zf-Y69{j^3ur2627o5d48J)ItzcYmuZx5~fb-9{dj;WsQj_ZBeT^S23n@bTQ&SIW1V z_##A~8ZJ6?K-q0Ym#|Qh$F2SGtScUwRK$iq-a$j^Rz`4 z=VycVgFW>xjE|n|KR4)YhV1Il=B*m%=A8JfX!=AbDQxYo(w+J>?RWpx&nx+15Oi){ zbNKmrs@wLuOes$|bt6o_TEMF*$Vtm5HEv$*oREc+$_m|t)}8WO6>9taPVuYdA@Q@U z%k$rY`lHYn8gPV`^kll2RMLeBaB<%V$sX)BvxIy}h^UYu1mSKOg@2`B}?H z)yBpKyqx^+udf!x&v^d*c+7v5X}yU^Io}edYoOV>3(nj3&ndiL`+eox_g7a>U$tcF ztXZp?QeA!~!p2ZR?R71;jJ-x>Yto+GT&q2&NV7Ko`BT=~7@720IYIN*wyStdi8eT~ z9FDdZ)*Ro~=epmN`v6 z{a8_7%H6$GHd%(%KLblQd~ zf#2WVz4~4uQS+y)l-ZV^uJtK)QO5VoA+tMzf{_~5;o&cmlZtevUsIUJUw(39jJz~= z@9J#HT-m^%N^9GV=D(8tBcAtGt|9pCtrcHBy06%qtNlveZb@C(pBK)eRwen@{d$en z-~anNQBJDs^x^rgpH^PBT-6vOWyth0G4X@s1^fHAJO6zRH@zqIV$tG<5w`!iG^BdP z+NOv^Xj{w6FNxh5^Wfv9eHYGM7vJVJ?|hK1+p5DJ9bQpiJr#^>m6*0UL{(dbt*$zL zt@q{ib<=N}1^!Ha{+xSl@xkU9+x(hVl*!4hN>Ub_I&b&;ebV>t-LqWfezG!?T|M_{ z&yrJ9T1vj%`?aWL%XaIM7Xi~Agr;R*TjTit-rm5iS)rl{lP2`fsi~>CQpIWF>gxJ* zSM1F9=K4jmZ?5*^TpPw+UteFkFL1Hj&Ny=eg9{-?SDJ{X^GTWK&3RqK&facxyKWQT zAAhfuhw^5J(^9AC@JLvzWos6Lt7)Z0K~Dmo}wP=Cc39s*g%p>*Cf%2}oM9upeGsU0zZ0qT#b`wc?w} z{sJbYSrgx@mz|!bb6)y9Q;o2#@p`$t6Dtzz7fsg%EgB4Yan#O$;idWE1>HR%3;Eyw z`}^SQi^V_hodfOFu0Qi4X=}EY{_o46-OyErD)$YA_$GhLp0;R1F=*xdk@vs6L#3uL zfBQMn@Z;{XgKI;zZ(OnqcdoLU^zXNS=v1#e`}sZp%eB}Ue!S+@T&1_uET1oW#$=() zx1M4D_Y~&em*cE|A9h|go0CyA-4E24gq-oe{AFp_Ja_Z7eXT!oZ-*qDDt{3Gy8hwH zw)q`Khg^kPCS5BLnl!1baJpV>(DG+zXQyXwR)1Xg;~~4LpO)9#dwZip-6t^wd^>RE z^LhLAQI91pEiG3HOx`#tC?jLVubC4jBygFhiU|l59Jlum2$-J}Cj_rGRl zW-k3^pz%&7ecQ~#vXtwi zb=jT5oIBfcv)24(mel3$a#`Q5sOvlTiOodS?%3UaTT4#MOgrWC`W07yyOna;-CvLH zPP7R(n%}kH(3Z>Z*Na5G5Id0 z`mz3R>k-@P2NyRouPOE0Q}s1SH*Ed>Z&k;#i{i{@&s%rw#pB0UOV|7~T;%WTdg$I> zj@icSiig`ChMW%LkhJhG4~oq*KXz^2 zFPl~CM3-z;kNlsV{h)=js6{S3u8LFh`T4`wo~t~Xy|W|2z}{QK6f{$!?3itC{`FVY z=g0km+e@=Gb1Vc?(|D{UwS6RSze(kHl)U{pRbE~9VU2Ot%OtU9nk3)sWpq^{7?SE$B$MOUSYsc3!6|i;nKF$~4m2 zV=6o^wrJZ!;f=4&AN-QecX<7dZ+;{5&v2z(p{2(|a@F{M{a|^KlzjSVjpq(;Kb9Z+ z4Y&$tZ&yh9kZ`rj;H}p&#lI#JP;}9c=llI2;Rm05-qy=cFK$%6BVQv>INR*u zp~jm>_0|a8M zOPe6;0EPOlu09;*nSDNcvf9dP^Prb+o(<}Kd+f~2Ra?^^9N|p6>u0pSyY|Xghu|~rBlfBZ z2fmz`6{w`5!ZKYy-i&oo52L1XX8!Z1Ph0o@{}&xP&8Y9R+?uG3Nv*#uQ%(r%`FKp) z^4CHo5QT-58n);wCK?LkWZhTkMi3exLTeA|ADdCC1f zoky72CzL(qGAS!t@#W|9S5_`87FXAH-!QFT@nB)_+9=CqDo@`;9{Kl?eU1?;_llYc z0RdZGy9;t(X?Ogo+n4!s>&eNX5yy50Du?`fakz*1Z`hhk$K@a1nxd&?Q}%c3^&>pOOqSRR*neym)%;#J6wJH`CzGha+=5RX6dbfR+M!tcT#-dvPj=R5n*x#Qxy zR(Pn${RnSe%2Q>_bi7ylvgPDe4wC0@AG=^>Ia5!(g~j#L-nV;y3$$6X-k0cQV_fXE z(57frB(v!>efLWnlV5H17nfbU>cvizebS)oc*Q(!pE$KSO|kBJd`IL~FWEEx{T&9a z?J@86ipTA(I<(hU`bHDzlH_XPQ>K}BHTzpvq@JEw^JYfYTg^uP%(pKu@3+@}A~4_i zriZkDW_ae59qH?T?bkTyb6Fx>{Kex(KVK+nrS|ppWn5h)x-I{H-__OOkAHl8ydrox z9}}~&R(9I8Wxmp)Gk(3;ODnWA#^c!IFzJZk?3WpU%?nC;RZ;#^BC7 zVuFH^>$gaoPpJ8%^5rAvgFvrhYugFx-)0~eEC0r{|2s)vz>Zu&;NhF zAHIE?3p&jW(g;yv*!80#Lss^xa-|tm#e1Gk~-AbRSb2o1`-j;j2E%WlS#HXjG?kIfR#^qD` z@)B$CazEE#>5BU&EER54CA@laa`FuOdOI=wxSk6a0=D{`y8hJ7%a?0y*y>Z8d1b9c z_Evoj;`COEUS3$x;5_vdV&?T}$?32U^2S!)r`LeC_7WhI-!TTntn@I%B%jA&^&u>UPztj_fnOwpHf?RD!f`7mfYRUvgFO*zZ2x-7BYo= zx+QH?Ah7EH7MZ@#RR_eL9f2HBK68Fm^>>kK>CT=drE^p#ZwSf!$CsCv=i%+GeIY_q zs8~HNF7C&h&F8OZnpZwm6Vr)U;PRlsD!BKQom0P(?p)_ zEPife7O^-md7015rj5zRS8WU_nKw_;+Goibd1&4Vbex+}5blLe z-QIWNmgowtz&sPFkZ1$>XOpU43I&~;*BZS#Y*o@EgC)zA|EyjwxIcIHDud_NkbA|x zyl!23NnQQ%s~yuPlzmqFGr!(X_QrPb6sgK2K3S(D=ARSfC00bKFOB1IypcX%@#P6Y z7QcBc`xm;_$OuGE*buq-YWDQ^3mP|k{$>`d*U?}&?Z1?xYjNqPlq2h6+fU7}~6DPUthPY&#w{c zl{PmEop{Q>q{QUf+UWMw)6)_kAM4dJ`1@|F78d-R16QUfq|Np)@;S7U%|uFdUN*s z&AsyL$Nqn9YbS2I_A)WiV9By)yY7Yk`!6IY7+I2#b#+zfi)(9VzuG%9JpTNjit6g* z0}YI?M1+N#EsLK$=+@tN;C}u8vxuv91*b;y`pLAbPU`Z^TN~}1oW5L7y2J|9uzJ4x zec06XB^NL5xUhVEmi6@ejJH>Diyzn+q#D7zvfN-uK4ttaS?A_Yj`_CI7q#mg-^y;+-kh3tL0aI`6^DxNuiF=# zoSg8sI4EeX?a5v9&A&N1dRSE$+&A15ckJe&IY<8Q!XmUPuZGK zVb69x(A?jS?fLxA-Fm$~nky(NZK}JqY1iUOT;8eA-n{AARr-3`kGDdRT(vnoNp-Pn z{feLijVGd(#_sNVF+Y68h_QpBsihK0`biavGIxa0N?&$&-(5;NbtP4w_KkM)~y ztx1aaPSkcIUC=D4o)*`(P4;J3`pF*ow^2+}T<^&)yRVO2x5gclTpGJKY@KuPo#PRk zJ}Wx1Z#T>R#N)nVRWiR#!w;XedTT5Fmh?XV`hPED@8;rZsSo4pI;RvrpYY{={i?0$ zkM`9r-S9L;^SpF_yPVUbe}6e@zuSuXoRxFpt^Lou_1@=)dK+3TCtllLCMUOI<0o;J z{l8X4J-f9^Rm*2~+pN`LN-wU4he|ttFXNwb>6);h;LSFp)rgsaxJ=)1{w<39K3UW#_>~ACvGV3e^~?>W0vI;%?qFF#lM%)T3#N!0IT3< zYoOMbXJ20|F4(!86LLyxNT_|%wKa{3y1u=_zn-KVd4G$wpHDVnEokAXm zJkWW4XMd7eZ6$-qS%S|Z!WG(-j^)1I>hmitk&kp?nzm1J+GauzryWtV=MQ> zZZXBGqg)nOSF=~!+b?lT=}$+p@oW^|p|pqbv7(f(+RPw@PmD^LxdR_u$9$ z%{`uWbuxZivkr#s*q+^fYIEAdW3%&DHUGM}KV=J7C=c6JJIx>U>sJ?c`L%1s*R!^J zO-)=YlpiX0SzYyM#BzTxv$fkrrP$d;-<{~UQ@oeC*U@pJYR1>gKR!J@{qfUj{l(Sa-_0=3 zkDFGSe5~hSczkW@u0JoA&rf=CV&V+r^ghXLQy^oq9UVrWU)`K6>=feCD6ID2(uVYc zr%R^`Sk&3f$-1U9z4+zb_3}Z^dWvaRS4B_%eW?6~!R22|4!2J%`Znk6Ub%{rHw@pu zy`8Y*KSPk;+$K9i#;9=fP{E^HD~*FyWfztfH)mg7wjnK4Tra?0Rx9kxM!zPbV_&x& z+L;%7B=>IH0nOl$3kKGl(~joeTqUQ!?SNEtb9wH@dbPT;9 z0_V;$Z=Sn+IhW_nq<~W=p5CjTSn{Of<)$sAy+7Vnhu#fX6{03*)A1ws_SH%yC8bRl z4qQ1Ht!jE(^0e^%Pk+DPUp;@ZTkoMaH#cAX$#4HhAb6Qi;M5g}F7GBC&iemrwJv&i ziz>}tetq?}SU%Cb?JJG8t~>L-$Z~OENz2^D$~hD5OhfmsTN<~6qc%v1$*uQP#JovN zwKX*GMD^3*0UT*_~A6qj5%@A|#JzYo5?=$;7n zTTRZF*WE|{{s#5StX%bCRx};*D}8+kG|0ZKB==rSsKRE`xPJS-FCPk)#O_|U>ibVy z_)&iXTXS}WK)ZHL`y*A83(9jN@~4UfJ3ex1|id3QK^-I@y@ADcOC?}tO& zS_WJ5@7o#YXu=v8qV8wjXA5kuGGz{SVaUqAn*H(_pFdnU?WM3# zLGrWcj{DnuS(nwc^R?dpkj_=QJF)oLisncA{B5T`cBrTd5m{9C!*Q*7+k{iIZ+w*w znaUqqQsTBk_wqKcs~fui{#yL#_xqbZ3T;KJ405IJ+};v+kd3ox$sEho^PKZ?Zy#7* zUtdx3Cd2shv1{|DOy|11e0JP-;qPyqAMN|A<)FHLv8KAeQr5{!Jq)31qqb`YY|Y^N zopW4d?Zho>&Rp7d=`gct*q@#qYojMt{WO9e5+5UK;P^m={khc@r^hK{DvVkPnMPj$cw& zefaFS{NasmU!7PT4yC8FEVJ2NdRlPCC0Ezk*QOso5OT==|ASX8oU0zS|DSQu!>WQ~ zWBs4RsP{$R?-r~HWZo!k7Ll5um2%<&_z=Ubte+FTZLG?})T57In^&TKY0@>ECkU>H z^Olma&iXo8>!60UzWxrg?6fE~#nkibV$bf11>JOTY)zwPeSQ6%9fiyjCrg+xoV75HAeA%)?moINVvwiZ4J(Dio+jqEa<~itA;7IM`Syu%LR!i-iqrOQD zv{9n@;IAJn8F%kKh}mx^)70$!WZPV6vzGgt&(At19tJu#LN(}_S&8BPzkJ(&zjL1Y zeqZR?=Xy5xgeP{3iE9}=)pykBb(2*&f9~Az+gtY8yz}S&|0?^&?_aCD}BX`sp>NOFQ;V`8RKA2;d z8;)~J3=KiWo#5wZE3ci~W~3f|Y#+z`RE=Jwf|b(L#%`1)hZ=ht=3G)`C2 z)Z{FFb|&!c54pM@4|S5)$Lwr6a>V5d__j9hkb4=iF%K@S_+Y&oTDt4>vWV=FuRn8V zwqr;VY>UM2g>RO;4fwFd{6Wa(w2ki$Z%lG!>Cvm2sumj}@}{}TXZmD5*(OCz&U>}< zLVg!KU9fEnOV`~U3j?-G8?y+EDRo2ttnYPHF z7<6WW&h)P*Pwp_vlex71e#8G0&mUgeva)KgUw@CwqekYAA8GTr7{Y!%DvsznWaqYo zsjndKjzpBY`sJrh6Q1u<)j0Qg8E8dpsod&-^|IC9SN`w)6f@~mkkGCxR@R5#?z>j7 zaREbM;j<%l8UhzydezMC=;&A>!@3M~#cF*0U(xq_KJ$gGi|L#(Ljp7_Evg-MMA+YE zV(Ob?z0z0DFY}!}D>ECBAG-7*eN3)hHzIa`j<)i>0Y2JF>9NAcdwV$~EjX^$NAVrk z3O!S`A^g@mN!52ZS8K8EOj~8Ow6wI*PET&zp#*~!4eoW97Aw8CI2P4X`%5!OKhEXs z)zzU34tii+)!FOB#vgdTdsh9L#^7G5Wv5xeTi1490=0h>!An=X;`~(wr% zvxtc{Y5yEs?wFj;9{uoVLHLo}dpxyCN?X>gdv;GoNl9sS>a_zQ?R>H!t}8)@z#Zun z&YBrAA!=8N<{abN9YXhOzt8>k^MW(~%+zRv$Gx0xtckp!s7n`(DAR+XaP?#KVFu5OuO=Jj=}yPUQ;t*Uz(CVJ+?glWr~QqO&Tbx`ccx>$D5 z)fPh2PWkYCskXTyxpDvcjkgYjd=s0z^k&c{p{Zfn{+nvjzSsi}0a%Gyv+vhdx z{B7Bv(+XC_N^jFixYO-nSH|y(t1z#e}}h*#|1vu-uGQDM(Td-n%l}o%Uka5et2`KH)vDY#g&tzqNl*NDkw8uN&hU~AKw_VUI z-S47V++xQD7XMQ>|Cy}6w^zXGvu>!MdcvO{I{+AMa-FLDT4S?#>GQP@7Ou6=_cPsl zwdz8`fv3;ipVs4Xa*)wu8gx0NFmod?QeI7eIyUo8Jk5hN~x`;Wh5C40w_c=6Co$3mirMV?3q znlF@;AKqL$J4-p$u**>0uk^K2*;)AyvL+mUTeF@<%rE+;ll1=wv)|WOhms2BXLp|C zjIO@bp=9I6bZq|`t#7J-KKHL$qcJDzYRK9jkd0V6zq}tEt+?m0RX1#vvR3?~$B#o- zWFBtgwJ3VRap>^jt3~$q_9l6EBxJ42T=v)f4cJ-qRA{F?=MRsDqqlEM>+k&%H19EJ z9g>T?`|1S&Ute7foab!g_Wayj=d-g+Kg)oY%_RT$@Nn7b`hP#wZ*9xv_AdYXt2AUy zMBv=}n^L>0&OC9OmVbMj@7(=WUst`fx_Po_=h^ammF&UZJ14zP7yDqb`NaVdSQ965 z8sspx4xMQs(VkY|zOr3$s95pG+NudwPmgVN<-T%zxBC6p;juG5&ps=7zqb9z-ror^_zYHGz|N4E(hAEEg-5=~I+#tGg zy57nKGon|AUD&mAWvWmN&;M81pxf$JZT-n7%XEHSETo0_$Uce1AgN{5mx(ohEGB(> zAI`W6x*bbYqG&}#U~4<{c)sYXj%#AK9_>D}mop`qjYp#4^YinECwVeFKQ3RdGxc`d zz8Xune!1R`4vx!4;^N{KmX;4sP1Sz2rR;6go=>N=EB^g_Zdm>84b%OytE)mmqrDZC zl}|Z*JWqJ6(zvT>ASxuZNGmkbYeMSDNvai(d(A(^?63Iv$Xe|2M9bA7D}{7Cp^HC7 zC2nuc4qw-(`Et*;^z(1eha0WSU#7oC;$*Hzgx8kS&rfT&K79Ig>9bI|$=5zuZ0qy{TKN4uKI(#an#l&MwgBrhaAJS z@xJllgqJFRrbIruwA90@M8Y(DZHQynnLTpVJo}v69whz$S72YRcf9np@JbU^^_4Zt zyE|Lw?w+kFqntYfbQ##XaQdSIj0v+wt>7FFK6@^f>+ak0)9=Tvl58F?((@;g&*d!Jqtx%tDRZv9oC%kS52 z=W+!NMF0EuFDo)DYZcdyKc7zP|9H3ieTc*ggT|Gv-8t$CnvQe4r|TuYytK5EZCT3R zEgB|$XMImk(=Gh;#4}5}`A@i?KI5NI_EzfB;X?@?zGq8o9h>C?y{8>o z{ae}cP>`FSY4(B76Z1M^_ORG7vn|+j*~)r#a9ZO0`o3L3i`so>3p{rH|B}}?3>(O5}O(QrmffF_lLt4w|^?e$b1lS z0-fFwGULJ2V>ear8%BkjFNxh7#T4zI>gp7@YU-oQ%@6F0mi*G3o~x^)dP!ONVZg?w zmqnj0F4huIVRTr#dUclJvx_T*C;885SUcgkbMMssD<4YMJ^;G(QDO3yLz89P>((-T z{`BRt|LXZco!aKdo;I^Ry(bitbAMlKZm{RJw#lo)K$DVX@wHz=K}Q14J)dvw^8er8 zt2@NwG;WB;szj&@2?-S#Oc#55smZ_O?Jdz>Y4cwPfj(@3RaNo4kaiCYO9-+LC|Y zuIA6j<3Ij>zkl@?Xrklw$xW8U&sNNzYgKyaFu#4yx%gIC8P}oV57{zQ9L(YM`ccz? z>2X2ou{BLAwfrkNJSC4phIA#rf$oh8yYfg?>&}CS)yuM0PcQnkWR;%EReP>eiWU-} zji(83Buv?FdX}!;(JOt`Ldko{ME$1aOK0n;zqzaJF8%P@ud=V)oNlicEjqKM)#Yik zooQ%j%4DtNpoMyn^ZP=r{S)86U$51_b6d{Bf8Q-4Ggfa{!lZZCNP;KCMI5Z{WYuR znZxuuZr>aN&d;+Il$FiRda8Eay5`3QtG^!(^WWH%%B>Z)X2xr?lV4Rurc9Z#q{+2x zyH=*yG?pHf&l_ug7S((@sUE4N^Y{1r{T6k9EZ*(?9tT=>siFP)`g+hoQCHu8J7@hq z;nkIuKc3I85BZUMbya9bZ*S=S;xeP@tHalaJ#XjLj%e6g_V(6_fQ3w;QyNyeq~hn3{a&K&K zWIgv}|U#9r^xm3jB!j4mGPhW~Ve~$0m*Vn6=_rJQbNAk^+hUVSTJGs0h zUC+#Bx8~;$6+ITmcgrJTRj4;hkKEd8-nVU5{!!Fr<35%CAQ&|69rNNc`#)v314}c5 zZ~Xk>BrXbCkRf3BK035jE92Fbpg(6TB2j@|>A3J#p=X2kn8|^X{JdvM+pH%t|NSptJ5)1)hd8?|gZE-9I#PQo-~X_3c^q zj}EnRSG?JHJfu|qWV8pvny9T=S|^Gg9AMn@<5BmjR}(_&CmDF>EpeUm#B9j|-@m`U zF1-A*;OD2OPXF^ROzZ5-} z*VopDW_UBj*#G?^Jnw9nVz5s1HlC9wPiDpBy=DEZq^Q2rm(xcw+Ky}I`V%KSO5WXx zWWA(v!KC_Ij;Y>f8_=5JuxI~%zd!%gPUVDZ>}{1Vs-Xu}cBpLE-~W1|vip_C4pGYY zI&F?Y;$G8}*Gnttm;SxZo{8*7+U4sqsvJCSc**UU^g(%(=eKVKD+*rUF1uMZ2XY*u zV5D&GWaBq~|N1=d)afnXzi(BO+oz4muS9khEaaMKadmCBmBpJ|dv;neLSNw`Sc&i_DC+3$A94p_s@f&|Gs-R>`3Ld2wTatI*99k zzDkVl=g_CKckZ~bS^QAi`LL;4ohzQqwW$pHJ7qy<2Tx0c z?yk~|D=P%I<=yStTmAi+)IUx>zGL$Be-=JFTyb~Nwj+}d^sp>j@^_x$cSXiE^7VfL z@4gH6w{6{|@ZG-TML_7y%zJw(CG2V{rhP4nT$SiKb=e)JVD6`%WftTuHt1>8Opf0B z#!(~rsrpKTsg;%A3WHj`qV7F))3QnZKUd|3>TR9tlNlznd|Wj>!D6S1T>7(wYb~uy zt}m&X`NeyWu;k;XPg|Ya`DRY@toMmj^R!lqej*^zaiCN9>|RO8)St`Jb5GZ?t@wD^ ze@^D62+_RSOcPrzt;K&YfQBZ&)_;4)yldqrUgjT@xA=aaw`P;MQZ)w$6IT;gM@Np# zk8noU1D#!q9x)XzXj{pbumlp>XWUVuJ0;+czH2KS8d|NQ#y{%q%GkBEJLe!XlLoUq#0`_{j|CoC$t_U)}cEV#`xa?3ZB z-xYmVZl%~>Rn2+(zIV%(uWv3ea@wy?Na$M8<6&)+?B+Px|HJQ<%jX5jZp~9+jbEbG zZ|dRed$iyFABVWOc<|RH(w?(TS1tn8{HspcKWox~EF<<>6}~?1!?$l?p%W%eo*c@( zi&xrAK}pFebpE7*u*k`LY3FS|_h`LSp1O9)r%5{#uAkQ5zb5L@T$@TG|AKcnHYTrH z(cjXT5)&wK`-Q8!`{NT6l~=^?-)EJ}6ClYPJXJe9Omr6LU?r_c$?f|K@60W~H}ie1 z$7$>0T&CG3nTztiKRViNQSu^SCF?S;*Oku-8Z|v%d#-nRxmn}sbuOi36;5^i8F!3~ zjIMA)57g-B=s0o9bF13?>UV+N6Bs6O`L7hXs<%YmwyS5dy5RPLg@uxqDd z_|{cRmnWH;MCm%k*Lmtb+i`V$zm;|QiUZBc8r|3Cxv;zl4xU(Sd%@9Vn&M4X&YyQQ zbai>JIcafv?zZIoc4cL-`u#$o7@?nAZ%!5~U3&EHUD?{--$JL(UUKyIg@w+ix5~~h zah!ZAaNW9f5ql~&auv)JmXYcC{eFM^*}!MN&RM^op*Q*RqU!JOT=^>Qmfg

QFx~ zzfvrf$LHj(EjLf^UAy$u6@L3a3$%GN!2xi|NH zkhh-`)1>Wrp^VHc9g;KO`Oa2)dw}tB=KJ06oX%{&|M1lk&s9o3ukP*jxVOi3?d{F0 zgJgZQxFvYD%jL+Vd+WaNdf+pk{o(cX@>+XJ*EUJro#nQ?d9vSggW0QeqN;@~jef2% z$vi8ivMz=*yw1)mByEXQ--Lk9J@3wh&WzfUF)^w~Wplx+DNp~mpMQI5s`j#J<x*OL21yFvDh6M#$Jehs z9yG6?m37&YLm_oNQ&*`xNXb2K+|KRe$+=lKdfSS+DVLNB&&)7<#X|KrAszVX~|uZ)SrIatRVm19+&OXcBPbPcZ+r?YREv}e%G08MMbF=8LOWi;3xm^*D7s>x5 z#oIK$lI>c7&DujxPHsq7wLJDhM1o=MZ0$Fmp8Y$Q{jCDgH=15tw-3nuw`p1uvfr$EgP@w%|UUALd4T;F|mUjBvW3hHWNY(FR5KFN77`MB6` zL*+$HS67Go|DEzk_fp^5vbVR)cAiwZGkN!_fWoKYYgg=ex9hc@>2lxMW{JPPywq|q z&bY8(_O9NkteMj_rY^l#`#ttf?f1JGAr8?G^6u_hS?M*y^VzMf+2J{Nb_h<_i*-s! zSg^_=R7R-Gh;3QX_M5v6SyFS(mp`^xsURvKz))R1&oU;#t16)G-_Pe-8mb31I9+Ed zuk@`H^r|$eyd>r7>bg?BB=EPB&`s{2*Ao9+ntx@N%!i}|Xvy&=^x4twj=%rdx4yf# zMv^%=W%4E^rB5tNjLy#sU8t-cA1~TBsbP})X)!IE1)8n=s+aoZ-4CtTzPc;DozIoe zr*d27S~2CTVc9SHJ#KB`oGGq%Ky?k%o_D*r{o;PsbI91<-Nh7q)N&wmGM0)la zdX;XRV*fvA;fzOH(zYB=US}A8-sRRpXAX&9_n(Ui%Gb8Eh-yCwTFCSzGqYokmFTWl zS0CKnY5b;k_LS6Y|4nj#)-0N`y|d;+&azp($4*MFGtEAZL??#{hv-R3(R|8gxsh*o_z5Lc?N#?*~4O1qz z?5wG+4V~t;%3SieXh`fSA*Z!pD#Iki{_~eSIWh4Sr=sfluyrw+uc9+lG!OlLx7$B- zTGpK%h4W6U`OFA7w^x4xXLNg}q^n9RJ{&3DF zmD|an;k5^i>>KL-Rt0CQirSi$cHI8kjpP|Nl}6L_lp~ zcP0sh)HP~W*4*Bf+r2gWdeZfEu{Sm*yU#liT6yu-htFqTF$X`|b~`V4uXrl+e7jny zix)4x`mm&s-o1N2K4|7&)o@|;`hBaS9zGTSGwDMgOY*7JRufWO)O=?xsXLx_ zcGlFY+xweNyw_k{QT={zcN{EdaH6|h;B8N?zbEE&d(U%U z8@)Yj`_81JTrzew5ut|MoSZu|b9R@#4M})4+21bkdu}IJu$|c-o6VgErcB%uxgv7& zvM6|Gz2lARha1mBwf9Zg|KIIW{&g+)9oN<@jQUu)C1a(Q@6MLigR?B!+ZZe@msZU_ z9=*NsyKVX6L$~v%zj`~V^~Ki1T=lN5%-)`Hh)q8DT%KxHClR{SbiOa2vb2h)Ud|6!ezK~Tc>iYUO7JENFCjQgv z(y2=)@5|@)N*&ytEuL}r&Z(3d(*5OUv#H%_}S{3`|@!zwQ@j?eA}<*6R`vx82xZZ!e}7v*M6_UfMV2_xu0b zndRJQU}ooAamq!$?#Dtd22Tgi_18g7E-jlcPp8MPx|aVlG)jvbw7FQvmC5!Jqpw!9 z=To(nCR`3`>`scHo%UJYL|Yci*oF!FE0!3|Dt~7)~>5>p0e#_e9p$#6#xGp zN9{+}8_GAsMP~ou7ZhvzV7WQ;MNfy<`4<-#hc=`=IWbX7!nEQ;Lg~Kc%a?QYs;H^0 zGD~ranq>R;%Vp3hh@J1l^Xd;YFoG6g%T>Kl{PFA8q4&T3UjQvXc`n&(bLph_A(Nn$ z9?!HGr<O1QYlHOuGgtE(HUzGj)Ox2^uRBFii2p~otwr}Op~Y&jRdiTB!?$Y#); zA@}#yYT2kNs{NPNV)RbPy|N-u>wuc$HpgbRsXzAhhAvX^QTfE}<5}Q8FZ$-qo0aRr z=gDn<{5*0e>#`*+GYwa&+wv684-a{Ick)Ddu&*#VaWL_F8}C&igPa*w`j3xriq7-8 zTe_Ah^w9eKt3InH1pfa1NY+`G_uzTk)z8ZEek|sYv*pU;m7ZqtbK1obbb|M^{3u`PRg{!&BB z`nrWyd^XE&8@AclOkuHEBj+}S>lPg zCi|uK06w-WYoo)bu0CBG7kHxL@#HqIb3dG>hsfWQ(+rfh{F=N~&M0rqFEJ%SFqmlT zb$9pmE31}Vx}y0Z|T=ehZqxNng^PB@u z#p8osi`xHTuq(eGyX3We=7kTxp73Pp{hU-OXBDyHwvT<4$a6Mcw+om36(3x5Uszb= zRQc%RmQAUUmU-Mq_e^3$!hNze5i4t;u>b$9vky&N@1MaP%X*1cC}L5d~Qwg+->oDQ*OszUf%KRS@bHeTfH_>+gxrOF@F%XxXn5DUxQ-v)ug_h$-At}4+Kte z&Gz49FC{MiA~=XkX0gAg-q-z}-;S)Us}-H0qy;)9mTOzqRV~qJlem(C61(2G?+l%x z^!ka$$&Biy{@%{VK0eO6yVXxNFy`Kv#;z5e|}CikJ~Ne-j|s( zJ#KIJ51l?S!SmKXW`iZm<5%BPxu3(!739d(AEtZN|9Vh{_N2<6Mvuhx!(P|@{q3C2 zdi7-gmHdDmjjC(bO_i7P*S?!Osq!JyIlC+TmYtmi`IlU5%jY&TO_Y@_ep|V(Tz}4= zKLNQXlU}R}Y1DmCyrg7%r=6{=xO;Ed`H7$v7~j6{vNW&YFaoXND9v72T54MTd-<;W z+|#|L2E1*5pUAyKeM-|_-%U^kV@VpIkb@|Jq;uCjN@oLo@@!pHweXpeQQvUvxW`X-` zs~0?Cmp^dP!+YJE6&eyo#%JU7elt{ui>g0{}r37Z7EjQ=k;U<=*mS^?`aQCP1Qbe?ws3HtF>wA>(zt4zj6Ds=%~fz<^5USuVsXK-ki{Q za^%>m19R^y|COAkq_n6=SXQ=|TU_tJ_3PqqZ*M=oCG)bxv`x-W!xFt#Uscl4;hC-< zulK=5E8fRV7?g!Tc%tR=HeUTZZ5J~FO3%GX%5|yD(khxX`QekNtZUobeQg8+=lkyu zOU(M9@L6=3SWUgIfoYb?o4Xf}ZC8G9(OvMry!tVXeRyq!;ve}+mV0xpi<5(PK7PK!#pT=DJ6b-Km6eKSW@1%)<5-t=ta!3XNlC!? zbM{ubAN$oG3Q3(h>jg*7~snNNxDPJswjI*b4RffcWn_OkL z;y}pjFb=s&T^Uj9dPb$?K8_cR{SSwIurQf=z1U^d)u-Vb&t3aa>g?i@^7oXk!POOk z%5QFLWY*vNMM$ppOQ7fiAxlfkRZ}7Zxnf(}+owPD>CEx)<0}#p@_7yMrOUTd6Q;J# znIdx8N>KDs>ExL!#U57$UbQc}@#d%HNzD@$MG}GYYu9P%gwFa_xG+C>{-ma2=XS-v zCj>L@-g$6uhvA$irisF`%{{{E0)LNA2et7-pPy~Lc3F67-|@>{rL!yU*P16iKjV0$ z`n__-6%SDnqq{jpo2qPr%ip^_NbWzBHsyn*()rx?dEZxTxKh7;rTJPm9?701zWWtl zT|O`H@2&X;&YHUd^ObAv3J40`Tv){I(<^5yRsa95IryfoC-447tc}|0bidDSv13_T zndI3?@Rmsj*P|y-S4Q=O{;X0v_vKylikFuKjnw{6%h~CAen#V$!|f04D>h`gKYQ{z zdzX&7Cg;V=%azOS)wrCW(K(?o`KLpK<;qD@Hq}}uJwNOG=h9M8xqq&)@kC#z56JBmPb~V&?dvP&jc(p}YqaQTO98~@`$o{UBd6+0` z?{aSEfB!(oSlJ$7q%TiaNdI2<~! z%_Td-D`vZ#oNkmt&Y`Vhvv+!yF1ipN=lJWPvPaDJb6QNnf$=qgd$hAmIO?8B-mq5J z*AI!_!*S6#UFqZXsg<`r?+jVh(y-83z#^%oYMljFrt36W$)ERMo|-zLETMj$;mqgf z93RKz$)Ar1iQM{4<+j>Xwx@>cH)g5EtPVGytJm|Zoqy`jKOG$%Ck&^&u7A?Z#v9Z< zF>JMKM1+K1{JxlZml0Fai-H#T`?~tY#4J3X9>14se)W6Zf}ZNlX&$q4Wv8YsT0Wc8 z=jp!y`|sj4z0c$M>u+QyXjQ%r+hLx+P^*`d)7dk@Pb~BL3V+YGYnM-#>|9)!e@i5j zoo|L;_5D)uq14Y#f{nFl)2QOm#Y zqbM7q!>VO^iBkbO!goDtD_5=U+J1geeNo_Z?Pzz_98-?@*3XxHPTKcZY^8Pi!R^52y7%%GYK`bYog}xORswIA>`hvQU37hkMwhYx7cm zH@Wv~eJ~Le6r6aMec2LMc~ChD#uJrKdU^#Va>Z8cxEYojv{m!-A=ayxe4^$>o;ta% ze75cV1?L_8d~|psBeg7qZMJ<_``IRXd)V7=HC1=G-=CYCzsn}`^0Vye~anVHY8g7KB4@+1Fa454U}gHwg%p(pvK%-Ceozwpomfsnol(vsNYa7AFX7N?sJoq5gLM z-V0UL(YaeE?qI!tczb&P>_b6r>r7XzHi&rhhxLQJ0mHWyhi2!mnt!vf5Y)I`xw~xj zalOYs3R7fkS8bcf6>xRU&v@2V(>__S9}@I1ICb*6xZK&lb9?LQ?T32i=!=F= z+McT$nBevJ9pl>e_RPI2vT}d%F7*xHs#f_{o>}UrUDFYrHtEBarG<|} zKLk0=Fl(HDUqDbW(ze&}pRz7{)LJpAUbfQL*N#3s-2Qn^xQLORwe{|vw3ij2Q%lYt zIpX5&4_~ctLQy9777t@HyJE_n9iY1XuSDVf`u<)2-!!g0?dfMI%{Mt9@Ylx27nZ9y zzkbQOeOGCSv{QE3s_1fwFI885q_+Mn>(bP;xVzfi#LsWV&OBY2Q0NpuVtdczjv|anrk{YC+5Voe`a^*B3 zS=rvRv(1ygzq@;5Yqt2eH#d{H_(aX!%f7vd3|SxdciQ7cixvrph@^Zo;%uq?cvKwJ zbMKS4=Tlc#H_5uf;cxd-rHxNEYE30LXM>1|rJ&KB1YbuLmy~s~agmd`)24e!hJ2cI~0SYjP8IP28f;Q}Mob&dclk zj>>Ka_C^|8{A5>9*ArV={Y@e5n)xcO&==b44@^useoU$Kx!%=T{;Rw_Q#B=cUhRBv za~toSw<~X5(*05Lx^GFZbm(l$WOO4@LMi#(=q3WOAC+0f;jh0 z73D7%MePF3Oy7)2@M>~twOntb8?k}my#4>0nRn|lGBWl}_bk;dHZn50u(!HA=jJBY zxn3%;uXGc}($MtJ29#GZcd03q0EH0O46&=2m>(c+f;kp}(pPe`uxZ~PN-t*IR zL$g&Q=hW0Dax=B@xt5jifQs+w@s(enF-q|=x%W66m~e1IdZeIWB~#GMqBZvu0{R!X zEUu~k8uZX&I~#AvR$X_YKX*2tuqb4D-e%wR;Ns#Cg%g$v41KG>jpd0C)+)Z<|ISF$ zx_s5&mFcsuE&Dv@&z}jx;^_+|g#;tFo8PYy&foi0tc_Q?&GOU#GQDFl2WJ|m2ds@U z>Sh+3UA%|Mc>n?74#nr_B=z-1yV>6NldZ4@`PC|5%*j>tnYrGWN1B;|afC7j668 z`PlROo7Ni`ouBLcrinGnHsM3Ui&bHJpO$9j-U)c}d!ktBC&jW))7Ey(Gi079@9X&V zyuER3T=7?}l;cMfO0U2BuO%RB+t#D(E@)lf_$%Pf)-c`R3a=)!R8a%X-p84W$@AOu z=il>)*~uk&{C~El2BZ0WIok(OkFUvctnm!oe)8n*_knLkT8lF@Y-X88Ov*Ls!Vm88O8s75BbNu)c4`S<_)Yie7>oFWiE!U>zOjw+GqLXYwMcVMVamh z`LX_0NZFCl(6bl9K9o9dO97oPTKmf+C$d+{bVI?zLqU7bK0MsM+DYxu;ls>=f`YG% z|NH?RUsCb=?RMYg`Y}5eY~l#n1v;-`ZS?kgCHppS-u&vr)h(I9SGT^N=q~qg+4AV3 z7YC-a^v$b&XLI$EElYM{6)NS!RJ`;66qjbjj=P)rn zkb(Ec7PQ`1{tN0B~JaaRAMyp-g0@%vfLn0t7>1odEH;RLsvcXAN%ZY z4}E&{i?Vx&g{e7bil?-D^uhD_C#HEsyt=V*@rSQl&erBTc~#B4@1B*VHBC2qS(C*x z2_CkqcTY)O-5a+xtn2sPPk(=FgK?`ui^yB8_Ki5~Xs7g3> z@{||jX}_>r?^#(`Ruom5Pb#<$I@t2W36HC@)~BDJCpJ?ZRD^=@RG-#P;fGh(&HdG2 z`S*fi${Y($_5A#bZTal~-Q@xkMWUaC?caCvz?I%5rL+I^9lLL=ZpnIbwz=}N*E2zj z7bKVG>^{|K%PseN&ngkM{^Cpd`)4xcUFtf&*ws5U(<{o@YSpUG&ktUl3L3J>ulxI3 z`SYDh6`lCHzh4e>RD21%{513T_tpD(_wB8YE|})>&G%5yU+a5((OW8B|1;YA_rr&R zIrjB&tcyNz`~3ZQTz=KlxrJ*?Evvq0yb1jO?{9vVy#{N>65EI6_iNjidQTVoF+(uY zHzDimtE;a#t6yADJaYWFvbOf>17=mr{pL2=P71489kBT4 z=jW^EgZc`xi%%G>3R&3{xjF6O`u+bvH^Xcwdg{ftY=wi^TKj1eCpNOnRWN+NU%&s= z|DD;_^+1QwrJtXtTd+|y_x85d{(k;Dckc#nPV=?-b|V?IfbWy6zJAoj1&+-%$FHo9 zw?7{NYJNg+^aN4C&X&;C1y9eK7rxr}yI@glbxc(rk5JuD*U%{wzjr_cyPyT2N51;^R^AiyIQ1E2^pvoj%R&JImzY z?fm^~Z=HIouBF8Vx&uxtbk&ku7q6}gk~geHTzO!Yxn<8@twNgZ$Eta;PCX+)Q@M3&ntvQ^~P^cKF&9lo0F3> zF!|k%$9#Xv_6B8UP8O>y+>G@>f?p&&I9_J}Gm&S9&}-~S5LpWv-Hr6JL_zgnTv5udfvDFkL=})khUjoK@lE$lf{~iuHA`w zT3-2f>-B)$Wx1x|obPOZy;!`X!m%FLT7j{m6Ft-{BJh2x&w`LEUB7QkbOrYDm?u1%R?VB zZVGLCx2a~r=4$gzdNC|KY!;{4RnN{oT>rqK!X%&Zy4BXJhDq5Xd8!9>qaQ}?HY)+m zQeVt1$iBkCd3yRvv#6Vfh6N(vfh&hzw$SHi^j^QbQJU?)Nj~$xoXf3ydq2Fr9L>78 z#ZHwq{C=JL*6gVVLJoX*$Wimh(A$4%hs>1+2b&FZZ<$

    6q!#!9`(dz@opWPW{l z$y{ImpD926^|iGx?(W|HYL}{txMJhtzrVk)e%dZy7mz5!`Ql00yE~R!^6$%u>&JyG zSDm8lIP>IW_2k2Cye}>-<<@aMl;S;2C$Le8Q~TteeZO95i%z<=uh#n7n#je+JUTqO z&MsNHbR}27-QDHKe|>#jcs;g!>Z_V1T(2G;Zoj&VW#K1bNy*M;ewjOEEeR!hN4q&i8+8O|EeiZF^JkNm(=0bM3JwpW95ob8GK6bd?kr5J<545qP6;(wix= zft5Xz?UObsZ+~L(vsvr>%tJk=eY~75eLa5NQj_!C_3bNJzV=vOZpvG4@%RaU#k-X3 z!eb}pMIOt`diQ#JcsP`mm31CFnSJ``(WO4ePRj55b8B)`)*O}jy>FeotLMDwR*8w4 zRJciha{VzKOTTYtgKRgdJbv=N&Cnv|*5fDdeX6ReI**;aulV@Brg!h;dX=a0uRckr zC->A>b6fizd-A=v?~GtrPG6_idF`|E+LS zJhEuco90iy%K{URpWJuvM}1;u|K!@eZ$7WhobyL_`u>-xhJOF1oxcBNQqSc7GoRF} zd-qNLKeLBDz02C~pSh_Vht}J|Py1K?>5rOJ_({&;9(P31oIUI({`T(LBs2Z@-pIt` zQ?FIq?o;1#ruxvOn)T`2?>U2?y#N2T`B>r0mma(S&3RJov`>9Y>-Uz4&h0A;TzW&b zCyL7Sa9{TqcRTU^I^R6;=e7&&uGgviu6GZ!`~7KCo&SstIXnL_wr98VeULC>(fj&( z<>@=NHV?wiz31Hg^kd0Y$LSLzSA4IUw>C;NYtGK^1uxBW^0RCGXVm_cSgd#b^B#@& zoRgncT)(*Z#GT#Zk-xtwzrJ6eXppDf%;?9+Sde?mnn{=B{uD}yHrN^o4~dz<^n_TkoW zRfYP_V~LRxwRc=``I@C zCdrP>!gECOY#CqHlfxN-W1nKt_8=G(9567`*Fv{YolqiE&c0`m%Y8UQhmc0i>WG0Tb4iJ%=xp}8(vO-JNdre|Ip2w ztmppyo6s@)_~Prg;_sX|>YC2Q21DQQYiFDQm;>Q+AYOOg2@&c^vR_Wy@S zX#s}V+h(h*X4U`xRF=~ik+(HP4zzIueaYnkdo-|x@_l`X16d= z$$fI^8;ug**)#oK8yip5cpDYHrQ!aT{zMN?$2S`udQ6=bE_*AwWSz^C9V!;e^FMk! zcpWl2mT>pg)zzUl)}^1Hx2!MdnMa@~C!cqK`?ccskm#*hOSKG5v#xlA^4!{4yxht^ z=iZ*kr`#&x3XG~NyHfVdGhFle!(slzLMjWiZ!fO@|8Lpn6l;&ujz48pGp=mS4i}we zH0i?i@AvE1A4(E(n9SvW>DT%dV)}7w4n?|s+CTlze$CrUqqpa2S%hxSyIZqf|Nr`v z$q^8p^b#S_hX*6;sk1zJFG`KeHa5!a?~uulw^GwwuSC$+^7fPF$kI z{?Me?k9(%duPKdjoci!h;hc}r1>5ZWzMXBoX&;?6=g(ZjI_4|Wj-T9~Q#@U3>$bvA zz7LvKx!$^M@zZ{t!T-~dS#xT-kNoJZkCs!vFQIqlzuz<|_5aVUE?HDMXYoIN@}SYQ ze{!?KHv>Pu84;f?65l>v^VfEc>V4s;q&cehU%$L_XF}D_O;&H;KV#!JKCie>-2_w$ zJg|K@!|;FaDU_}PI4*OmW%5ER|yd3UpP z=KjBJD^gDjEWLPOX;Es$mW+kBzEp0>VT`S)n7Oz8^r;gL-@d*II=XXj#?QHjoId}x zPJ8?Q;hEmx+fUk(Pq5y-ck%Y@0}5B)u47*^$Jsg5!b{G2<%y-npBty^?o~gt*Y=9x z^_brcLVK@Ie(qBt`r`c#=JcxXj#s|Ce^6^ni9TTXp1Sfl5`y8c`k!x1K3?$Qf#aRB+quiQf}NQ1gmz5YFB-Je%kT8#Y#txaY`4Y1 z%l%fKiuklY_jJvzjox4Nii`LD|MxpI!7IwlD`Jho`|~Hdn1Uyrn0#d66f^A=^-F9G z-`!|=v!#fAnO4Y(1x&%Ls{TvGmloQ}CuXX8?=c#~qn-JMzx1 zt*ia@v^W2xc6x+rCe`3Bjt;)daXXrCp+Q8XD-nh zo1kMJ6R)@0g&Q_rk+r^hpZVtX8OJJiIL}Yn*Sgg7(d)Jo|2$4CPd?tK<)bXxxI`)- z@%Bg0)3%wu+6ymQmA-mneJ)~Qkd}nx+uPgMA9&?_Y(bwYQ}Cr_7h>GkPKXgrS(-J? z(#VY|_~+Kzy;BnpwAPQe zTsG~vhqfK3gQtP_F=^)DO}0zU&TrZJq;PUrpU{d)UMWI(lNut=&N2;s?aF!UWUa(% z|E+mD&1#IC!G4ID7QL z#}`7bofll`GksI8^cVe}@ToRJ;p^M7_wIW2-+u9$)8P+dPMmVM*05e$>9@*34Nf23 zhz$;{p-X&cg}7(k-}j(w;jt#opuZYQN{^;}Pkv*i+B0>MR@j;u?|(GuX?y<^t(=%J zBQPQ&qA^*;BTQ<^q42#`Uqe{ccjji!wkUfO@#W>^<2hHKK6sF@d3*AmdqOX?H1;d$ zvZ@-0ii)OM`TuJ>S?n04?j_*G6nxBKis1(}`}Fhk*51-PbwgTT|J38zyB}p`=DNEl zUpz2n3GdP+car;UmoYh9IvsSWaC?T65aBBrHo&RcQb&izz;{lahC)>fYDo@we0K3XvI&X4S=HJ>t1C%opdwDkD@ z{eJeviia&G3$K0nAg`_pB%p|U|oN3EB_Z}rcl)>HYN^7 z%kOW!Vsg^U(|g(y)9eX5id17{m%L^RO#Hzw*K+!C{DGC#yH@URjuh8ddULk3^4OBM z_xZ0^ecj>Md14W$lIxK&<}U z{QYuy`<}ixIh!_bPCT1m@#(hWsXgj`b27YwycQXlS1#<6w~yOfu(am>b;tG@``PZ*HhiyRvp#pZEMtIFWvO| zZrXYC7sV5Vg}Iw+e&0U{S_ePv_nnS4Q}fTyJJH!|{5JXTaXbG1?d!Kr5&cxItZpb6 z#~N~9K}m~$-@bjTw%+Qu|JR`zyi8=3?0gPh-cWmGW#v!-_f?9b(^xk5$y%qa3Q9fq z^z`(=kaOp*FH(B>$-dG~<#6Kax5B-C^X+1nyq41T_k5~x(`@Hzi>GDp?(DRA+}m?d zJ@dB4O~IcppFT}J)h40snR|CvDC_Q&x=#^LuK(+QV_~4`KjG63zdDr~m4_1ueqsVd9;+V6K~ z2X#-!-GENmdw?-xqeND$C0}4Yoqup z-W2X=`FEXv8e|sY#JnZ4Rz2G5_b$7pz2`IE9ci--U#4_)=~|nK>52Z&j-OcfVZkp2 zi z3QOEv>%)t$er*U@r++=_^T#bw(&h*5eUM1j%;#UJkoe5|s+4;Aj%#Z;x3}>=w9inu zld~d-Z@zMf-1&)+m12M9uGn4N?rSShb64QzdPV296$hqlamc>6XXh!FJ6_#lx*-~F z>y$O7eDOQ`))r0BM9Wm;83u_>Hw|xZ&vy^}`Sa(>`P21cjjDgH3|=lEFV7!6 z<#)N(ina4BeP@{%uJsmMvU{f4%irJL2EYB$)9;^GbnEu*=%>DQKc9+=mb|{UcDAN; z&|){Gb%p?ma)2$fp$*ZCaT!dyl}qs@J+#+b+m(y1u=?KmKm~{e86$A3j{j6nyOUX}*dl zCng^Kk$Y0_X^OJ7)v+zmYgAL#^URbyvGZT5d8GQLRH^iIiB12kr%m2eyqqhdVq0de z)%la>`7N*W9}=IgXv_O+i^=6(OP9R6$vmA)bX{owF1ZPpTH9|w`DilTYidGyMbE~N z?e1%R_aA)s!P2Rw542uJO=v;o$D`s`(|^S7F4Mg-Z6ZT&$?T|2DVvNrnq7TI1Eex<96uC0w;-u2?iI<2X@xvm~+ z<^Fgxeg4e7b58YdlX-ty@kC$pkq*Hff4|)hZC!EXh>Pf)tQ#8^u98!=-uP$Ie5W!O z&}~9nGB0204!`yLWaXztlU9X&es*?uDu0L)3~Y+qb!zIwNvnh0F5N1<5W0GqldIcJ z!SIJq-t$*0gw9lP2?DKCyS{z>(?db24)bSqtvTWGb#h0Cm)`47PqTGn%HJC877&b_ zRr5{XQ7ZFfx}MME`QPu?$3JD~ld)L9WHj3>H)x@D^1_+U?R*dCmfv#(9m2BZ{^SpS zzrVe`I^*8n>e*a-PrRI8_sdf>>*QVC)f?XJes6a*&+itC-LDsmm+{4XD!#L$aE5WZ z-@b)<*{Y%&m(0Gt#B=hM%#%4MwrOka+}Cm~CHnNY-j0rd=iZ^3H_d_)efIqQb~|l- ze$MIbuYcXw)x0oywxL4mo;w!vWY!#-vNUvc*xCr)e<{xux-I$b|7?izays=9biRTv zyf2y(|L2!&%j(JZj?Jv&cYgh<>x;6xfYG;~Hp!Rx<-^|Ye$%)&H1$$?3TW!oJr{K-5Bc-ne ze|`)}iT#nkKg;j$;r3Ixel9LcJ+0!`#_f%2o%ij{&1SvWT@K4HuY468)Z%*UtK?I? z1xl~E#dHD=%D-Ho%BZEUub+~hu54>7s~f#7WV>qPnnhtjlej#D7$#-8Z}OPEucd{h zbpHLC&%Lkal)k%T8L{|iw|Mf~TU(c14pP-F=XN~V+otja?z%U_M9!xwuQd4%`D2^NbLLZh#NGNX;JlM1=mlH))iKzuU07ZilncM+L|@*^~sl@ zE0yy1d~Dkl=i|ep6~1oGv3=ieWgpF(Z(jB$0yJRqEn6h zi%zgU7PdBO<*Qhu{nyq;uTF@`3mu>E$g-rPwvYjBz-YMb1)>fclQ3WFy1 z-j?8X-_(WVy5`x*Zv6aAx$2ltOOG^nwfg@2KbPhQWWNsEJYD(=+Z<^Nk5(4v_!`D< zUbp7_luF4v^^*E{OS|^%NBfkK7Z=TKOJjg&#Z|o`1H-~YpVUhoA>`mC9Epd zX6ct%snd&SD5S5 zSFgIZY}vwe+(Y}wr5V|UR;wnmG6f%->$$h;t52h*r9V@EYo&lB`0PGN=~lh$;>!mm zhqq5SSrz40xh11<1E+cY0af{L?fX7)UE-H_e6*{SPjJShRR;6k-a2^lbd9O5C2W_# z^~RM++vlzcat+lyZBfdlS^q!w)@7wll0jR~@4juTrIR|Tc2f}*C$AEm|p{O*)M%DR;8CVG0y5<1ri-`q4~eY(=y3yLf}vPo9@ zj~4e&*pS2;qZQI%r^`Drc)3&fUa39S;xcZU9W3j&tXsFNRO{zQ6VwH9$~nR}<-KpL zSNJt0B~zAhc4A}lI!FJ%{<>k^#}}^bnXjz3aN&t_S7)7ATBN!}_Qw2lpJzLZFIY^! zeSDVc@$0;Tf)lS^mbh`{!or_1^^fPxn33^vr2s7CEL()jOWV>{hpqT=@b{}NcE-ZT zZ*OUJpRBe5u~)8uli&TSWnbXR6Jaq@=5n2{uP^?zeEtmH&8oS#db-csanFBuH!$;* z`-bx8Z2XSTj&`runYUJR&h*(W|NTn$hi_f8`rF~}Vl$NmBln+Pzo%;pGkZYsRj<-0 zr^AN#>)8Lh|2n)n*?q~oyWKM)@2~i(6Lg++VY zEWhP%VSCkBdfgVUT3LCwRNTmKZp+?@{0I8C?`4kMsnz*pny4Ts^O*Br)A(`o;)Pv1 zA3j=f(ZagIK*|0m%f`>*E9MvddbA?&LRFPg#TN|=rv2`6j%6+^pw$|e`en}-NB-KF zY+;|ovT5<62lfvHyU$MSSTjF=eO$rH2*Jqd`l~ND`rC0{kJ>7*y+BaU<}XiDS{?86 z2MI0vzARe0+{?wqrR+#nR(M)^`r{*=!X5qn?qOkJjmhu#d_Gq+TO1Yxf`OTrcI{q$ z%GzzEb=j(Esd8(h{+b^3^qg&``1ug)j+W2>$0T)q z|L${>K}+Dfk1_`z?~^^;!YRBV>#9~tTH3v$JvE2D4u!gutX)$2YvSUp;1i8%mN!7x z+q<~9r1XQfFYl;pj{3gyd7cG3OGK5I%h6@4!+14sZ*%;AsG@X_apBjj9oJTKKR@7b zdB&R4;a-1i&hM#_+{nFdt0T9B4acr7QQdzlQs>$8@4vT~Tjp`pZZn~Z^U zcB+=g|L^fzkDQyyoUyfFZLst_-RMJ)e<@83?C4lgF~`}tVUA3mosyDL(VPQU=GXsQ z$rJ=yR`TlF+U%2vLPv1wY)Jo#rQp@OJBic#+qQ&v{rVE@Qu9HvX}&!3TEFyNKJ#aG zuIOK``1pn)OTQdzc3?4V;Zxp{clXvZLxxGg+R)P?^CoG9e2ZfB zuPc9eZHFPKFumNWc)P9Rgv|WByA!t*Dt}qI@#3s#A$6M)9$$}7%sImaC|% zA3lBh^rT=#P^^KmR(a%fePwGcuC_Bi?JG_xhjy+yH@o{p=H&?=E*q(=i~M~*b>2J< z2`iC<$@79AubH{!!RL2(B6XF}*WCCWmSeU3+{5Kz`TO^COJA1|q2sem_isxwcyQ?d zyi@fH+?s#2^A#lv3kptr%f2kG;vs9!%}uPAm-!xky?%clYJ9>Q-#cCugjQ~O_l~3b zYiP^9FG5EC^WFS{jONtrS-3h*R!Uv{M%SAi7NN0TTVG8!t5x@7sIoQ5%PYvgBk}FU zv9Qi-SF9#>`i&-TB~9B1c;_7wt;p6LfnT~cD2t&n@aE=9(cYki;W!)q%h#@Y)B^%bp+ zmENYLtt7N^_xi05yzlOnp1J(|iY$#NdHD*HT(0}S-v`V8^48Yu?e1Q>+}kC^c-6W2 z=`S?}1O+EDZ^}sU>XEaRDl9Cl_$)Xqi6$gb zO`SF)a`S^HZ+l;zt_xawHUwLfZs*0d2cB{Yhd6kJG8;=gkP%wc6!?#s{m|k{?j6@w zuI-DqMjCAm(-m!1w3faYe>Omu%hXDisg1wc|NFaX^R&PgPW;NU?9%1S7uUzzuZi0m zHP=jn$HUwE@XgKXpZE4H-uF?(==jO&;&p$2&AbNP;Phtdx}sDT9?7IA^-ZZS-TMwe z+hL0_wtyVnC%@gQ^ug`b(=+c1^h4t@_h^>}R*tGKv0kF*)jT+ioxAV`- zy|v<7*P#iMn|~bb29*UXtkTVj9z8BxcK>k4&%AACS(a6tnR>hB)c?}rya>hr$1i7G z*>_Z|Al~W84d?>Lq;GF-O4!YLpWL|yv_j*4{r|nIBvjY_XycR3Ldj9w(=P<1xV!x; z--Xhsi~jNUVizdnSJ8q866WCnHPNh5YQd+%5sbP+KMx2w*&b9u&?DNtceL0VB=k4bG`}_Ox$Nlzv z>DCqTF4s;jI=`l)gX2Ys6_1R?g-J+TR>#()jJgDx!Ea&OztNB0AZEgx_Sas=maN>KFE9oarna%Z^c%j*C z^72bPljqA9J$j^L;;giZ^=rS3S#_OX5tmV)OxRkx)cByxTgRW;nJc*~B(8jXyie)E zWzlUKYO0HU^1k2Ln5@ME>hNE#ym#*&=&+=Je}7;7beP|Mg~NIC`%iKg%gV|1?J9kJ zXnV)oKG}&S%G?|r26Lyqm4+-?U!8iei8W$-o~(_HjgFQ7CVw$rpObx$9v$uWVG$Ay z4oguejf2f4@JxyH9q_ zLfM6Owy|5aCcR^J)2x5*@M)Uvg%>3ss#oOC49(O!`#3YN^wkR0gbNCxjar3YrH-7L z)7Ue4`Gg&1YtOPQ^V;NFGF4kS^*P_=mrJ(3Ua&fhS5NfcYOATTg`$4{{%sHix2dju z-c|VNQ^;GJ)it)l$g`tzO7FZ+T=R%{b@N_1Pm-du2z-;>yoC>sPH>dZ+NX?2S#S-t#^$TC~U@_m;_?@As;2 z?5ni~T}frWPM%+3)9eFNLZ(%{Uc3Fn?fm@R zp|8~+TTRrR{K~pg>qABL;$N5KCvM3UHqwu2@Qz@uxLZ2?*Mc1?JeeymEMGF?+FD1@ zj=6u!=Lb~(eqZqEQ_yqOH4%-c*YBxXdsnDo$Ivw#WU*FmVI{C21#(>g?-<3ao6s{p#AiJ_8dxM3cfR4;O4eoY4b-fE-udcdp*A1 z_4Bi{pJU|2#Fj-#o|-i8-1p^6buBC;Cae1&n`c`MI(uYI%+5)Tnp(n95f@JD@9!yl zd+Xsvclo37^?y@QOBYVJrSEP|er~gJ&6CS}t()9>8s7i?KGi}eb!|}jyN2}HX3I8A z>G<`?+oHWi;m_{;z>kOd6FmIg&#c*#>#K8i!pxPo-n-U+6+LJFO`>mmPU~i7cEzGs z$31R-vo^_F_u=I|-o*SpeNy}XHCff?v@3sjeP5pOaGT=mKb0wSEEqu>oE}_s_np4{ z?fvyyd6oArUIP_Cx0n0-rdInaX_>S0%Z1oGJ3HrddEY&8_UzkbpFz8HSFJoZ)A;zC zQX?ay4=2^yW?9$PbS|G?CzXDFo@w>mJKJYYn$&bXu9|mi_VuvqQ?(){ z?F6lOTp1sJ>#^^AJK68|>+N4%S;_40@Bib+j|GvN(<+|NEuS!FPS2*I+qv6U&Nq54 z%`0yg^Vctb-%qtmmo9}YoChl0uGQAn)m0vov#*QU>bE9pt5!^Gte}WUOZB^*?DqeD zJoeqL&1fO1ygfH>_LcSV@v&hWla9{T^Y-xxxqJ0V(aK4wdFyW8ytyhVY_VJKgLm)N zJyW`Rx`)xWXaQI7`~Cmz-tGD9_viQf{TcW7?Y*UVLfAQO3Txs{Q*eV1L~IHbcem&M z-^l#1u$w>rO<T?S{9n+-fF4;_mjP`v2kfx?8y?Jxm9bgZt+{*Jbk+OqsNaomcNhN z3OaEidV8L$g9C%t>_X|QS_%L46Ib%dTCK zlP6C)f@X53>J+b)d%yR4TFiY@BF$FGdYjiS7)-Aid(z={Uir41$cJsN?6$1L@Y(qkqsQJ!X@!-tP z;^!ZJyE3hwO8mee!CwIp)*!RZ(qkHmYSB9bb6YugmGHWuh_VnkFGVJeP4!lOcj_I@*rw^ z-rQaLpUhzQ63mlt6B34Cj&&$f`l`@?$Yu2h& zX?s7N(w|X_IhpzJ?c3fZOH@j&$`72Z*coHLf9I(`pgjrO zmbW|wEjSi^G3l-T=ZW{5WmF7QGi^B?zztb2VaYWg+;Ll+rN89shX&ATJqSGc#`eq0Q!(EG!RiP4nGhn#1wmk@;cR`gyL)++F(I54l`Y%>MoDE$A%o z4JjvuO5WX(%)Pb6@%6Q}SN${phJ^&3^wd)HwB8Y4_tTX%t%!ZH${uCi51>`SOddim zyC!ZqFj>jul9ZnZgZrWIpps`lpU)3(oc)I>_~_1eFD@?5-zCebaq_*w=P3s+e7|4c z?{EKiOTnf?(G5%anNgE+lCp01c4Ul*DC`_GB@Dx$M@mAp){Iv+9d)!p*@p$|1O zud0XcUUGHbgyVkO*5FW@dg3zj0tn z$g@cex9*nz7Z=I9y>0ESvf5u?4zAz-Z`GlUO|>T(nSy_QeWL;@YQT6?_`&nG-95tU z1(361ylMsB#IWh=teIGTU9aP3o|%%}4}qw1bCvwtZ2$l9KbM?b_{$_lE85?oGjZjg zqcyg|neBXv2`>aLS3*xP3klV$jgnGY?$^4m%CtiKgQK{h<+iBVb(_D4baZ^0ut;Ah zZeqfjL#^DQ8tzPfn?Pq#-YLIdyGkkK@-koUybWA|x(?=1TpLzWJ?7!syZ+*Q#?=|OS+-G!`GTBp^dE>-8xrqnV=QTwC z{natom>txyo9f(DRGV%4`cvwXx3}5PU(408^4FTPrMdmV%}rBZZm}~K=G^~>>-@Id zz|Y%zSM02tyGjeRp2Hlp%;Bbpy}f;?<;yE8gI94)+)}-|WbdmLEj21Vmsf>qn=Uih zw0ZN!?CW}4?Q(7ygod8H^Xbjz^Q#QS^T6ve5o$tX(_4zJ) ztG+&X`gG|b+heYWf*zfks;$x2Cu_Z`U~-{hTiX)e1uQ$-_~rYy->fXeP2TC< zp<^@u+ufhJ^_&k{TUtbZ+z7n6A){4ONlQ^(J)?GyFVg}j#`M``q|)vy7ElUoh$hCJ-l9d zNz%e=XL-ZAe+wz?4%}N++9Pitr|aZo)GekPqTJ^R+NlkZipPdpW} z)bWt>r6B)R*(d*c1b8zAH?#AH^&jnRYHmJzuP>y{NStH$M3y-!I;D@3m2$uS`}tg6 zbVk*OgY2QzZhPbMv$m_-FV&hFGIP?-yQ^g59dFxzPo8i;**&$nQBz6!nUGW$m#}(N zl@us7y12Ncp4%I!d?n_m_I8t-t*bsipL+UlMfsZ!(6KmDJFl*tod0|Grkuv(k29C< z_TBRC-Kw|q0$=sb)#7<^@zwrS!BPC>FD6e))czs!&}`wS%DXD-;$r{!uD!V8Rq4ax zH0SC5qWs>E_qCj;^E~iu>GU|K-{0PbTBzCD%6d=JIe24ZGWVW&ExA2QnkKb0t%*%Z zQJGiuN>g-N)r*DgA>2-x;?sA}U9e^TWP^zz?OM6cZ9E76|NCwq?5baU+hYH}zWRr>+CFR$IBn58b?ZGiSxBH6B-0S1PD}FZ}i8rBbYU z`BTlC_b&NekXb2F_P9c^(Lzy|ed(kdy`oE&h%N}ZIf*M+=*6UIH9PgyZy!MQBWOMS zmOR_6{~Pa?#GQF#+41Lv^3^_nm9_ExS>9rYb?5V&o~S}z!nLg*vV?0-XxgQ3@7uNI zy_I%3Zd}b7wvy@lvEGS=uS9~@)m!+wq-Y*n<$CN}$@VPM>w7AT-`v?5%sSDk{2fnr z`O8bHUpISBR!ch^R8*OGDCwxGE>G{;uPMJpU3;ZWAH06O`jB7rwj4w08C@M62SB@F zsxC|K+n~s}>etuTpu^~HY)E7V&C2g8eXaDR$~ud)cx%p0q53}`*~8Yyt!+vzn%Sdx z```hQiM*4Gu1l)>uPVJBwKaq@2V6lZDOFDa9k#SK`s%Lm<9%zwoXpJcdd0;B zujbr5x^MoO)6*e)HNOYMzt9S6S-SM?J?8VS0aKf*t{^sJBBO^3TKYTf4<(9lz?7Uss;zdHj4^y4*Z+Twaa=Rtx zap~i*{rf`Mm+jD3+?31CFBj4%nQU=PhVzz;MS;WG`*pwHw(hzM+5&svN{^)Rha1_-U;9~!t$Ga z=f7p>+A=C>*=gEJTc@v!N`ZHUQ|DQ?uQi>G; znhuZB$~Su|H;AgW1w3S{Vr`NMz(mff$`ucwT|D!)XKAt#b zO3JD;CPhy?YQEns|M300{@34AbCqtVfwo?iv~r1F*q(o1>Hay;F_o(tJVn>o)&6?$ z=H}*CH7nUv6*V}0p30RgCo^PSUl;o-{dk}3=a@X607?Dygj3%(96}T@ftIW4pG4hm zmwu|UT;cJFM3>rcmZ0;vGH)IK_I*dp|F#_yxmq(#R=t`su{dJ|S77AgBU`f{hV7S& zadJ8n_fAM^(W-eWYob~k7CN7FVn87C%21+6_8z`)XfMP>|2#B}`ZK z_y0*+b)-Z)=-~^{c)cY&xvNE%zq$Ho^%*@Q86=yDA-h5(v z?CLPxn*V>lzqr4DKi57_4!>2No(kUY+<7F8SRNniHLk8L7F}ADeSMwmoH=ts3eMem zn(`NM8>f=eCMLhQd8?HCr>;+bu!g-L<>wnGpxtYO_-Vat*9~&Gzn4K<$3Zz z`s}`gVbA3vPHq3W|Nmcp-KZ@Aiqf1cp3!D2SE(p2oG?MaBWc3%kqnOWxm;z4qX={(ewfC*-O2$}1|4 zdYo*YU)5Kxxw8 z`Q&DR2D`lEyk=T@`tSRAOnTZpA#lG3L+T7_c>8r z)wiFWnQ82+5Ty!?*J5^ckn06RFs_Q8wQ5c~*|N2cOuCNs~&GkM#sDebck_ zl*_vVQ@*fFog0&sw8$&pYt{rrzd7z@Fn9@fwXi{r#3g^ivhbtF8_1bZ5O=h`t%qUSy}&cn;W}Z;NREl zs}@b080^5XNVWD$kZ_Tc9_hSzZ{31WYR(-khz5fi7$NLU0cjvcgLd^U) z-B`VT)n}Wi?M|(o!hy*@jav5oTE#V?^6t%pmx3Wj2X30j6>OY#<^X8Uv?^|0=tojpCtIppw#}Nme(%=52m1{l)S`XJ@OT zw)fUjZaM2~dFI<%a?TWf`ySrCl?yVf$-A-m*@}eO?w`{N`1l;lLR5mj|7m`6!ehtX zGHE8cYMwrYzb6DM%6F^3Po9Q3{WEQ*3MgF)PTb16tnSA{_N$+ZetmhVr4u^gSg-Wz zxOtZ*^&?_C?d8`7x8ln;rPR|yLr<-Rowa8!izarsII82 z%Y<^s7CHv^{h1reb%{^L z;cTe()t4t$1`B?ETMnve_gIy=yt=oyW9HZ1sP&(oicg!TCny*=@k4QllG5+Ai|b26 zR)ugb_n#lexN^dT2~5Y|-P+3i^5x4F$BnK)as+51I$5t*I{wLPk5D=F`uZL4^_IPuAWBEtq*Erpv~|X3^fJ^ku2|PFwJ#$B9)DCI+S7@0KS&J2P{JX||Y}&x{H0 zE%wH(*Snr!vg3OdXC^%1D@9MlIGlzrdfKjR^F8l&dABb0S@+$cfRD%JD8K!InRfh2 zMW;eSYW~|s%wpNK;Oe4dr{W(*?ftd&veenN>m%HBS=aWa&%TyrIO$Zv)#?8_miW$| zQ2CH4=8)Ek3>V4|}7&%iD11ZC`N(wmfF_B|dq_BTGE9Y`^rHKe)GG z-_qqSAu8YwhM4h-uO~XYoj;+R{G$Ek>*Q_!8$oTAYlqeR+sc2JZ7``#QYyK+>gmcw zOZ|P%7T;Q&E3L9FE?M;WWt*ri0T0#J?yjD9`P&ke;}WV8PoKQz?tgaH_jzWC)sK?* ze9=df*WFP&a-H|Ps*8(D-@!$VD_>n*o&4_3P6?Ze4N)o*qVn?V^>%+gXI=R3Pi4%6 zeP7v_ORQw;emrcC-u6zpNaN{va%w4O%Ut5UTNjW zS2UOW`CC45U6zNpt6$Kh%)3$+tgK4viVyc+KInMDrc~>^gmcuas5K8OqOSh@%w_ZT z#c>J!zB;jg%)Yos9RgVhOSa#YM-izJ+;Fa}zrPrTQcZ96zSg?Ga+o$~51(|Pl{AbHF;gI{Q zvu2{Awe+tqB^kE13r}91rT_H3tjE1gu3Hy>u3n*E^6+5+i{0H_%9)Sdu7(A^ewg_3 zC8T7y8J2KrMcUa}S%{?|O1~dp-@ZPo2Xs};R{46DH-9Qm?5g0@OHBMwy+i&^{%+oD z8jtpV7yN(Of5qOvCJdTxzt<);-V^T=`FXfWZRR`{|+JDzE@|$yD z=fi%`ayZa{=<@~!Z~tycXl!FbI!-QSf6=7L3omAU4pE+TA*8iaIFTD;-e|$2>d6yj zWqY;P@9mord4Iv7CEF9;_nBtbVJn`wy*rMI@_V=aYgzjKu$T2e#jSe zZU)#|5OHFjO#W4=ef%~JUGMj^M^6zIGShUeoqOudsQXWo^n*pk~9A;=E@-Zn$DNEx35pSyw%#y&hAxuQqrQO%bnom zc$wboOR95ZEjU1HGAhm#7woF5xfJH&H@9oX`!wZ*7XcY}?+Vy{&i?VeULrAnPoh+D z*@Xm&O`8L1KPGjbo7&OQ;dLy~&Ry0Zfx&OS9dC5lVmDr$m>nB@-aqcv-*;d|;NmO4 zF8kZ}>hJ%v$>&}AxjB{=)!%fgzQ5~L^PM&2WUatNQI=)fa&Nb-i{1U`-|zRwA06#} z_$KGy?M6#W%ZeWl+dsZuzaP}N$(X--kKxpw#eWv6L-Lf8lG15w^Bjw!M~^2KK4LMk zl8w;{Zz^_Jkd-~X-K}|5aoXWqPgGPM{CVuJ@b`jZ>8-70xh?1CGN;$qms-94lsae6 zZ#fpbe-=*1?D*X)Y`Bkl$@?oQEo!nj^?b$J=r&i#T7$H8<+Ii)*yb-6f8=H~;+_2NWc{~A; zoa*uMpzL?4Up9PsZ1z=?t+pXNY$5;N1n)4-VsWpwIXmfi;J(edOZ!15EyXG)t~}N& zef!BXi-HFZGw&b&`1p8e#Hy^Tt5(GBHZ#k+(-FElY@z>ryVSb-E-A|!SKi%Se)#-( zeo?KE9Zw@NFRLf_uJl!6`ttJSi9K;j!QqS9wwTTO1Kr!XYwDXH6-#pNue)Y@dwcul z`SRvc7j;wO_I4c+)xNUJe|_AA*4D_H*`On7_4=0Yyt+2|Tg`N@saKM`y*BxNs#Gx+er$ikmA%yuUmTa1yT|6?#Z9WK zYHWoikM}EQ{VG9m*c~1=W-*&4<_hMP|0N}Zi)>^@ih?e8OZb{1b;7i%5b;CAl*_Wb#o zYvR_2Ki*yPvT4Brg{y8GyrybN7^QIh(|urjXjAHG(BXV7EiDI*9(9e~?%2$h6_CeT2y&?McIpnmig;Lt-xnwn%>@)dw6H@^N@%a-)`r(uV1eZ zI(`4l86TavJv*+vb8qrlxNxD?92L-DROVwL8JV1KRp)I!^MHo-Wv$EZh#Z>KWFj0U+wRtySqv|y1JT{FIS&5X;Q(H z6M~}qK-&?#-+ossx^dvjjg85nO2xmvynMy_{rmm;)tB8i>FK{|m#gBKU;l4sRbjuh z`MF8K&{V0Uq_ilh>(`_1L%Q*GnNx3D5Tz533* z;NnXGUFYW6RvQ#Q^YNKy6B)XDl0%4#3rp6O6$|yIYXt@ET;)64?8cr-K@vWQ6b=6JMW0Jf;eN;T#|NcAS2rDdwXL|U#AJ_Ex!K%v7G*wj#lM}oe4({{ z_0iqg;Y()ybU1zSMB!i9?%nLGo4%BQ>bfo;CnwO(+}EJl^p}6;*;cRO3aJ14Rori$ zO=pzYuXuG!OUdGpvsptJriZcKLf znPtLxdwYJk_1w?T&p(&EywI8b>NfvVM?wCC;EB0h^R17+`T6UK$P#(Wo*k_B4=;A* z{=qNFvwF$(=aw^f6))#1_q?j9{QN?I=%OMPHe=f4|LsX~Wqh*?s%P*Q$)IV!2UnDfb&SFK*2a-+JW8k%asEYCHD*OEc2Y;P9Pg z;+T-IVCizC2|v{*H&=!3n_gMIkGpPf_2VziwGXd8-LK_$?a0y~)g|&4308Brd^F$D z(z94FtM%rG;Ab$8>jlPFg>fjiBhj4)}2dHy}$w?BHG*l?=qMr=5c z)Tqf>=(+5W%*r~|B}}1ppHH7W8ECH`vm?Q3ed+6KAHIJ-ZvX#Jv)^2+hbPtNhqUG{ z*(EY@@5ZhJQzo)3j&Oxub_H70VCboEa(A})k-Fb&x%?xg=l_1^d_{f!gGZasJHCF` zcIEDF!5=>!R~}1|vFD4ux~hO>tJ&Z1-Ug7)c`hz434ecmU3Dnv|G&TayJENwwY0Q6 z`111dkH`J?7uLn@E}Fl1Ud=F7WUt~T_BHdN9VJi`Cd~Qu!_G6G|JRi)y)MDol?@%S8pqssukMgw)o^`3v27u+e&w8 z2SzSZjjv0&mvp#|*Fb`2drZ;p_xpYqJUb(Kb=~^>`};U}c}?f$U0Wjw8hSVSf44(s z-60V{(cWvv+4u3^$&Z4zO*Vy}6V*EK{-E8mQl(v{vAt3s_T9VXcP-cP+Ei_isO@~` zSZkv1O*(#g%er+d{`^co;pxR>5@k_Y`E2JMO$COl)AfU=Zpv{D+!fHMT{(isT&&De?<;?dsn(^Va+d z3CX>+B`|TNY4)`T8;{Fre{8k0AGXauQ0h-lOM5ig-|po1Z#C<}|Mc|t>tB3t zQ1hc8^k>%3Pfu@b%awk&=kvLm`Mf`t+?@)ZFNXv_2XkF z5WD4+l$5kYtMljVZy9&YBf(3{^5~HxE3!iPZNCUSJ2P|fDnH-3R-&Mj z3vFy{3f|l>?2)szx_>HoQR3mYh>c0CphY-Z&Od+s5_|o9$M<{Hp)+1TpI`6RFK7GV zUiJIL4-XD5O8`}apjBKmjnfweFZTm2dB6HIzV_?XU$H6$S9cbtx3sjZ_`G=W;*bA+ zzX$DdTE!K1eO+v~slHNn(b{>^f;X4Ed6D5#`)wxD)YDRV`@YT1?4YTq7uSNy-W=)N zZME9<+FI3|s8_H$8JVeEkCd| zFSf!YpD#M_-f@Y$udcV7J~j-`6Mpo%?YEH9aWzGyL$N0 zZ*B_n+k9x?itm-Tj|=UcWLEq2)z#p)Klc58x4R}k|HK5vRb7*}?3sLfZOBTYRiUff zzP-II{-3T(OCH=zpC6jIuAzaUqPkjHM~4S=vHZ2Q(F-qT_*|bD*6{k; z+QSWu%mPwUtB!ePXj@oBwC+D*{eI8kvYHg}h{UcFZ6_ILo+*Bgw47o7q^32e!+l=6 zlw@0Wa-P_E@09bkl~0aeUS#*5r|n8e$Xs)AxwEq#di-VkP`iP@$-U2|%!fzm-rSxo z&Fq49ud`?0yz{iS$MD6<|0|D1eVn1ao%3Vq;aW~hrOfqZ4-PQiSad0mS6xy0;-1Rl zmiG4hMSHfaoLn%aWx*2N`zIzUU;TNB?|n1B-GL@n?t*uBEO+eQy}B@e@7J(-4VQXV zLbfIzW(ySrO@HmE`nrlMPPBdcbn&{sU&BK;dTGVIy|K|bw5zDF(DClB(ugg}7gcg1J@+GAB$M^g7g-=h3E?Ks0QPI;=8Mn8s{q@(X>`la)p8}E6NNegk zR-8Ga8yEECwZ~R9@Hk@*$Mg%?xejX_U#+|QVb^Ot(P>78F~1+mNOW|`*EJZ|%DFt5 zvU0_bf7N2MK^>#O#H%X;4?i;x%lyX&nltkbtoi+Rd)CRbSFehK_8Ui?nds%m8oG9p zs{JKB|7nLNIfT3m2ytA(dcQ+Z`HEA@dmXtMr_P)SvDKTqH0C33+Syr4y$*P4ZK?kL zuHw(f;cNbT>^oxh&VZjiaI`@nhOY>9s6Y?BY~ZiTk?Z+Z7_18hK!v+QMX@aH+- zGH$bVuD%|T(FUrJTtO95o{>_KhZwIZ|7$I=4TwtiQS{R7*y6>hdM-%f5V`Qa4{{!K8$% z4-Pi#nj}Lys31~{Yroyz?!5<@=2tMKv-3G!`t>zTa7NMUXnsj`|5<+3TQVA#m}XDh zQKkzTUcPm2uSd*Qsa?0Wg4RcX^ebu25ECnTaY6Cx=Frt)mFK1xOxbd;`t8>1SAKzZ z4LqG5zsf7PXcpLOU_z$Z{qwUEeSK}FAKu+!ec8^h{Q6UBsnv^>%NJgJS&;e0LMHnj z)ARWfjJ0lTP44#D;29p!_N}dK%aoLrAHICaX>Y&Z=K23`xAR{;?+{e>dG5JXlQR%> z+|reI_EuI>_Wyn;$5p*l1ufs(w{PDoyA;iJEiEi(=30w4v++93wJHrM)#2yozp^%3 z+~4-ANS~bTtoNno=hC#O%GXz1?tp7*&=*18R}K*(TK$jV7C zYr@0BfBgQv+94=&;!WS)=I0z8vo^MYwo9J8 zkg@ebRmF^RlObbun=5)I-fliG_^7VscbJlr68jQEkNMWzE5p`Gfu_?xKR-YFP~iNU zPn^g4WV_YpRXDMB7ftr^wX?I^QS~)z<(>bavtBfVmo0GZ7R#FWVOq#+p`&+orfP?~ zMMTV4)pvEVJAcT^AXZCDOVBy}pyjNfRlt6JemC}3Z|4ess^+-*)z#J0U;OL#+P2)o z$46)SZ%{84oPv}#g}O_bw7h5LU-0Pn`^YLS7Z;b1V?Qjl1Si&ResR6)*4Eu&(|)Yo zeh<{5Fg36JRdTh=?~vQhxmKlIFJHc_T;(_Q%8J0nAqm+(KRumckjV6I$KyVs`_Dk@ z3MF3E|NlLo%bSzaV{7JRw%6CzI(v9@a0Pf8AP&Uu$Z4OvUVjb~la4Jf)Im=VT>0_w zap;T}xAXV6u3x{NOJc5FZPeDsyZ`_D{kaEpvFfjzt3p=??XKVX{?fID&h0h&+@O;o z4=%ZcSSBENldu2U+KIc;w=Z4p2r3U;T(-%~$hx&fbDC~++lLPYD(dRW#>T?3)@4W5 z@Bdd7JR|ejnVGMi+kU^p94#gxv7*jvs^+3em(o)d{{ARL9vboUae36nn>DdiY1h^> zD>ROrnY&sna`_~Af9~2un@#K89=uwzePXiuZzZ|pC*K|vx9pIAxNmAl#|c5p=qje~ zcgyETEn2kb!PBR#<>lXJA4^G3Pd?bhnzgs?@2?H1(cAMv?WIk#LLThcmV5irg@w*1 zPMvZ(+9et~!6%BtEc@D;IcZ+o6x7w&42}1Py;gjD%qe=~qNSi+j37UTs2Tasbvjc0 ze)U(c;N=H)W(MbFE{gWJznwpDe$A?Dv07m*@80d!-FH?cWy+2+-AmuzyZe>&Se@6@ z5P0W1>%j78bBmupBEEjya(caA!{qt$kHmDH{%lGuSQ*24jEujrsiH;bCr>-{0@o zA3lHHKlJV-v(`@1Yh>;jWVXcC0cf9$sESj$3EU$Yxjnw7Ns}lXUQuLPkc$ z3o-T;0XGUaZro@f!SmGU-2MCVQERU)di?0oqXpMrbDQcJYjS#CmydtGM8zWh{<2SZ z48tFHfb+dDERz9}YSLx45))>kEsO(`HOOzde}S`rPHq!g+alsYZILs;nziK@p>+If6)Rh3l#UG?~X>rz|4Z(lc^-@dHy)ApEu%cdW-_!+HNf7#o} z?_c_)|8sRLA+(o~-#_!I{{v4a&H0nB^?&iSlsS9YCwym`CZqnI@yT9?%AV7I@2%PJ z*z5IPx%X8x-|yWizkOpIqaA;(JTed(N}_)vr9i^?u3A zuP08W$H&FJ=L{Ctbvw2F{vn0s`8U+nbpA)SD%sAjV3PYQuebSo)y+?G_e0rZ-O@JR z6JGZ2PUfyV6DBsE30{7+NVxaevi)jgxr?ubT+!X$PuX_DW^9joCeMcG?nJ+By6#kkP^zY%X*X#FxIHkS* z!T0<1$FtY(ZPN-}mGI)iLa`sZ;Q9|tbm{%<)}Od5W1`BLhgIM2UNFt(>OVDg;pLr5 z)<#U6xBol5TITC9&rbH&i;Rlinqyk##V5Yq@0Klq6i-U87aBehU#RPTzy81Nz3TV2 zGL}V8ZY?pHWg{A)l6h}^y#3Tiv71slHFINcZOgyk2ijWk_0k=kPii~8r|W6`P)Sr@ zX(TEn6tv{_g#6v*@9spN4UGEYx#7%=0zJ;h+dqH)t!5j!ea-3Vf|g&CgEJR$TdcG#=phaXMygzema>{@u~c&+yK&b^PGgD;AE(m7j5$~diO)wGfy z9}=(nxf}{IZ=1SgNp(bogjxQ*o}=C3ho^a5Sebu+pO%iQF4whnvC&U9OquX$TmJsP z+oJZ@{51Oa^Z9(E8M@#)97F`Z?26sM5LI3t^0O*!U!vy1)j_PGY3CZQo#id$7Wa|f@jn>Y$EN0V<+M=;^CZY{FwRcPXw?nIg)pxYC-Yr_= z-O2@Oxkc$v>ZXMWp|2RF9m z-d?rw_xJbhx)Zb_{cS$7fG*|Tv2*9c>G5@rr>E)a+Ui2n2j~{Tslwvy(?4jn%DoTT zX;fsE(_q>)ude&R6gOq|cG%f2n~KDEecs;M>it*7AmM=S@v5q-RbC;2f`S`ZFJ%>+ zn`60Z>OFt^zb$@qt)~7kD}Q$~^;AOyLb7 z?dM#g5329i!iQvDT{yTUPc!f9E5*v!VJ|LUURYYJU9hId^WG-bysxjKo_;hrAGY?> z-ZQ&D$9{NyS9-bp8}9Xba}%}ET1f6o3_ZM#J86Zl>(LHhx8lK+kO@MfS|JW8DNDHA zpMowRy0RjW88j@>DXi}G^xxMi+oa_Gztb-F$yyiO|H_;n7#O(h^HQ%VA={0l>}o8Y zotxX;Cu^N_dYW!!-si{t_Q!S`Yxpex(9aW}U`^+Wx?X9}`q`9#25X%yIiw3Fv|FXcR!31(bR)#Fw`eg3* z+}mM)V>Tuo)jjSv+swChg4g1$b1(k<{9I5*CMT*VQFG$&KXI-V$#!*rD!v9E^3&h< zW6>(M)V$1_o1Xe!pBiujG!@XsD}CtfSzbp+$5p?s$(G+)cqk}nJXTX&P*^SLiSFOYhCag%C|T*ZMjd5N{{>PF|| zH+(Sxmzo_XqM|?b%2*144wwK9S&J&HirxLqH+jjSOYHJB4d?Cu$Fxpx>zCurPSd%e zD!NHYN$HcUdgBV|+8+kE_-)prB?pYqel;3y(+pj>*}Go<@dll3Af)Zi=KII zKE#@ij*b;3C&d%B{r}5MKfZrK)aTgBzonmVoQ6wO z(w5wt7cX{1Z*p1t+y0NioaQDSq&sEn{#Yof`G>t;xPBkkcB|4IOFQ!vQ;++_%rtOZ z8(#4}wqjde>c`w^dvc|P>i$V){^nP(R&$&CTt;1iEe$R4;LS9V6{1R;_bob9EJ9WYPDw`KOflH@n*KGwom8E z;N^>gmU?M%Y_0g1bouA|eZSYOjGDZB`SL8+?{|vNM;0t|x#rHdFJ+!pE@EW#*A$W9 zZtY0*MbW1{eGFPBrQDVBP*}CbIWV=-Mi)FjcfGa!aQzDb79J^<=!3~UcjRjN1imZZ z*)Aj~XsOiAzU;`2jmaN>Jnm0^d1>j7*X#F(xN2q|6_=9gGRwWSAbx)x2M^DdFDBqs zL*RHi(RlUNj)Q+#qjb02vn%-YN#{LiI}E6+xRz~M3#irZdlE4t?($9f^{dbqmoF_? z9VIHYHf-+nO~vX#%+S{lGjcw4N~>?Zv-3Okz;FMnt#s*G(y4^)VeX} zrjd%edh&}43sddP;l-?y*3LICGUmLyC@i-&YT>D#^*+y+zq`}=LVw?m%stl*Gn-yt z-)y{_4>TzyC^*rUZ5e2GjZ0KZ#LB=l?~X;xj)KNUO@wLEg8OSMzeq}QR3`p8E1qSt z!l-!J%O!T2f}q*WAE~DWOp;jEINo`r>bkG**iA{lfBy=yZwTluR7^F}hnTYI;j|jI z=7m1Tp$8~~LgVR@Kl^0!c%=?(P4nG6y}C4G{_~PM{M-{ay)9qO=@VP~*;n+9Q(&L( z=^wA{_wFupJ^KBA^R>Hs&pd-pZvZNHbbEg$FT#a5kV?w}rmi_15e8ByDEB!z^80`}L{di%GY*p;z$+B|5v7P#|* zg!VRpiM}U2y_&9Ff4=NPfZi%y}$JQv}!V`NVav^7-7N znd_B5eB4>KK*`YX;w7Y0SFB6+luG~j@}_Zv`8|y*KUPmxQ%t;?b>;3y^EZx9uJj9j zzFWSc{>1{wx(n9>kPK8@x&6xI2_f(DS)V<5^2Ac#UQbU?!XSYmuKw>=qj{?EvRiPf z*z^wtOWxfLfAMkU|2M6AHh1#m8X6LvLldA~QyCKj)0!UzC9kfW46$5Q{QMjT2gd<_ z`@d7(mu`t#>-GNHx>#vBIk~46(U73UnQh{(u!d)_juO;g*X7Z>zeZ>qNA>dTQ; zpf)fl+ESIQEhRJmzX^T)?(D2XH&1s*&w3$dl$<dSEDfc%I+m)EzZ08yqm)eQT`9C&$SlqH+TC4WX_M+K0 zwCno3TvG0z+Ir|p@3x$qNhf!!Z>qGsc(LQ(BX00TURy-9qmbP4`3PrB?PuSuahb0~ zEX;FH>H3y%zpVbI@M-V&E4w!DmoF*5pF1&E?cnk*`PvTe^SuX`8lG3)}Px$x5R`O`cjygpP&ZRea1y7Kn>+NX{6`5he{Yv#K$2k%Tx zPftES&vr+_L#CkMV8fCZ0p9+If~do*vHbbD6;}0f>-_5YU;h8s-SSyHPwMftA7(9k zKXKieZSv4e9TYoCO27GhJlzkRoUH!%algGAXy3!1JB^x_`(t;Poj7sgz_#4m0TV;P zbGOh^sEcLcD*ecwp3CVIw$v7yQuE$q=p3}q>DscwdC$H)PB?A|i5RRxRi&ed+EvWnZYuROP zF`WaOQcs5*U9tb)FK%_eISvjE4L4u&$yfxit})BG5zuFhG_ybHgr{GdqVeVnk2mYZ zyS-W$8@Byo^0PAsPwuvQ{AzZ-V&csrmHgYw#3J`wee^Ajd~;{#w0UYE=Lrf%dbh6Z z7T13?GkxB{RiUddtPa<|{PTY8cUcoDUc29KjJIT6U3K7g#>GXfTcULN{P84M#XGf^71;OH#E$i2y#}(iHX`irSI>_7C$?4@WsW&h0o4N`pmPDJa_K; zJ2M>}9&x=GhngCjKY#vk?U{SHoqu&h=-*#oPgk9CF>`+XmiK-2J42+#`38d@C9l(> z)E7k;uMFdzmwRi*wUrgeFJJn1lY712+y_A&wf#uFA>-Mzk4x;d{UM|H&V5I|s*+NX zORC(Ath>8R`DCqHuE*EQg3hAK-~YGGw))$O(^h3~I#{{I9{hg4|M-cC%G`VAmfx#n zm+ECJzh7G(=|A&Cnnh*x;pMltGTT7XuFE%{@P$lH@l_WuT~^qn`EG0W;#1-AQB_iA z^)|ZddVG2hL%D44EiFoYl5>Lrqmi=6DF39ojg5^#>8p@Gf4|?aJST5mwuZ~mcaDW% z{hyERH(wt+di3GSfqEOWvuk19f7;5@{rmV2SsGlp6bvy&NlW;py1&w=zx-FKPMp?1 zxHe1|Joa~UuXMQD9?((WzxiyUw`@3JW*xMjalyqqHH|W}^d9{A)y^Mz^y8Kv^XrdI z4UcQ}@0VNg2#;R;J(+h zkKonqVe3Sfefs>MnSYhRm1k#Xf4m-F|M1jQ?F+BJa`5uHf;Rmu^%lR{*WdBUC?!SV z@eRYv@O5UF)KwK9f62UTC3tsMNY<&o9+S1vUF$__1-DrozpV0O3g}*lmQxmmOpJ%y z4lXX$-qF&w>hxwMr3t%|)svo|b3Jx)@`sF@LU#N%m16?5(25hPTXP+&foV_?a-k^T(UD}ndM5I zn{R*q0Ae6};#{vErK+H#7*~N7k}Q(wf;z7@%G)2bCInn;z=;!zT0WwoB_$@HqmN)i z>L49O3X$RKo#szti@mz)LdN=9e#_M7eoNlnD!m-B{nyurcXw`PO#`pwaB(RUo#Ex- zap29(%@Ze0YPy}j|L&#BNNb?kL92`}+g2S~9I72M^W)T)f3D2kE%5iKxOwmOs)_~A zew7yR@#s8<7JU;#*_MG0L-(0wqIn*)^0=U=NbAa1Qz>3HUa1hb&4^%BI;CCrv*?Af zk-(=zKW3Zvx;1MVr_b_xHCd=I^AC4N{5Bp(Ww(N0NTnO8*?Ta-U`l#|m)PaG*(Mrq z?uM_45Cjd(fR5%^=f3nXXqShNkIxget&Xq0F1{Xbz3}R%tTdBiwH@*^3@)Q&loZ7UGEqgorT=}Q3 zt#+C#=cGY93}Ny!c3qrfS*%m}-Nnp*{>;udtHZDEDvprY@@E-znD6GwH&0ShWNcPk ziB^nL04>-=hh*M|T3!2IIfzS~Nl3s#13ZmY35t7;>&viiH|FT0@sH@Rag zEOJ)R-NXZyrpup)a$DYZOxTHvVs#uwYMJttsepnOM|BAfBbwtKlH&$3(#yN=;q|m z)nP}A&)c?pPuH9JD+W>yfHSbmfd>aK?ArbK61Tom;oo01=3b!I`=3jvFH}_?tiPa; zX9LQ~N=n*cdAdK#-rea8kFOP79k%w+tE;OYK7HCc&$fC|?C!FRdwVRU%=38ojcf0o zpKINIcXv6c0sX2fXz8g00|f;I2G9veZvAqxar>FTP6iW}63-7fg#3Bo47xH@ueVZe zVyM>P#g*I^?Ch&gZ&p^GxGSB1lU`iQv6Gxr?f!$0dV8I50GUr#Fg9bIO)Zr!>M-@k|3KYsjp;*1$94h6bxid*c)3tHtPVVWhf zXYbzA*}o9=^pgd9tjpc5{`_1}`l;IE|Mz&6Ir|GPOKd;3UGdG-@CWynbh^Si$6*pP zj9y(?IXOy6S$Si^L8hELI|S?h|J}~zv2^+J$ET)hS02mW8U?zG{O#@S?)&Thf==)G zG!JRDr=6>|UAJvrjC`tw|-<_C4Z-xjP5yn87adO}M!ua9JFOH0C= z8ym9()&1rixVk!AP*%3Lr-$cik-mlo$JXrYX{wq^i~eseSAQ^ZYUraK{<=4wII4Q)-JBJTTJQ)X}wx zbH##9TTJ#|s4lmvUiIq#9ciIzPb<&mlUFUd_r3DfNzbQC-c6qzz5P|#++TJK3=9lf zPM0K>T5>TkBxGqvAHH&K(yjZVqVRt}D~UiIf*=;}q~PfyMGIAyud zj~fgO3^N|_1|PVQI(yclmo4eM#~2tG3}T-?Ki~h%{e0tO35m$FlT-~KpY)gNxw-lJ z<$r&!EI)c@`##lYdw-s7zMi}5&8Hh*-kwgrS-yX__rGWF<0N12|FYELNq_weA=U3v zi>q$97swRmur_2((VXhFw1~gyQ)XtS=l;CAyRPnM1UWB3{kzPkAOG4`Zr_voVOMGV zpY@5e7nOZCW=MGT!A|SImub4+LCPRlt-DPV!eU@pkoDxWEknZjueo<5qSx)w>Wz;7 zv*^V6d28n|FfjOd$9}&r|Jv?vex}WP+xLCHnE7?SPgwA1>;1awH9sG;U#d9xQ@;0@ zx~=A_xz{gWIb!#yt~q)2acKsH#5TMr@35Bc}= zZ%wIt8@bQMYw4xFo&EoK7#JE(EluPCD=SOBd{lh-blE9hh5t3r-!`?(TyQGoiZBDi zf~L$F;OJ{e+_LY5YZfyDgTdJ;TNAS$AL}iAy>`1>c6PSS+f4u457V=+t?4X2Z)={n z<6+y2SFgGz``cOmdwc(%u9#j-#I}!MQvzbeY9Bp*DhJ|JN1B~_(ZsFS@!anF&W~^N z>#N&e@7}%p@r~sE-qU)!b;8z0O*IRPt$Mk%@J``z*Xru(o5#4puHAk4-|G0I$GZ2e z^k86M5M8r|H`xB)$NtOf*H;|XF5B@>`u-0$(CI;j>F4JBxOIJ>n0S0mp-$u`m3RC9 z|NC)Bd|$w_iy#*;9C(+z^Vh73CzI!gs4*}!aD`oKTgfh8WAOLakK^`r?XM?GE;pL# zQ}gTc{J#1h?e!g-&sk~j`}cLd`^u0m?e%*$`7DNnG6Ms{vRyu!FP*d|OB$!SI6FJ% z+}M!#Vb{KW`!X^!JDnB^yuQA^|Jk!=Uw);`C@n30`99~~o}Dqy^U5Ygsc*}>8})AC z2KGt6T~}^5?=?0x&0MSqN;~dHlMK6LWi#i@HB{bob5k9kz_OMnrq>Ql)6JZdo!c9u zCw?{0D9%6n>p%V@)85zW^Zk4*pQQBxp4wA0?zywhxcBMlor)r(TlenmJ6sAH+%73C zJsLd!*Oh~5D;w`zyLK%jJ6rp($3i33@7+GRxjWlI*+Ez@bHXVz)0HMYj+Yds&bEy{ zyY2DUEwL**t9p*uHPxoPxs%VZ;M3Hviz~dR>-FBdcW=k*b-UTt?|!vv^(A$|<8sw+ z^yatS+LY@3X7hQwR0()yF_4{7+O~4Czn$f~ozLf4JfBni$o}7B`=qb0u6|sqU#t1| zX6Ev_+nnFcEx$KY@A~$Xlaq{k#kBlaE?56`ZN2~FKX-Pf&1Pa?NVui7ZM*yR`Tyq} z`^qjabMx4-B7RP-xWv!TGWI{6W|CKPDp<+9I4#6_{qmKawMYK49S`d_XK=VFz3kra zd*6?#PLC1V|L^Pi$1fK5%f;yby%Ov%`={=})bKdVCuf2K&Q3~Oxpn^E7^(C2-(v$e zX9VtSXJKGq5LU{Z7FGGqe)-3J^Z)vssdywDD&;o8#CvVk`RdCR7nj?M>YlIkyLvsx zKh9s;;#*JH^SR}IE3K+~18v_ZTl86MV{$On%07JM&(F_~pUuwi)ihSHoxBb@6Y@H|K6XTy9b=$L#D5_|MT!hz2@YZ9ScDvqpZ|2 zq2KTK*T+;mY~6i!<;s&B+NH=h5~ zN2cHa<5L+(o`16_?S5@2D+5EqEY0l0S4^+ROg<;~b?*C`<#P^$jR6s>T(-@Tj^C0I z_~dhHyr=+32!vM%rRL7CdbwnB((P@zg}>i!pI$5h5(i<2sT$dbue95JSvbQqJ8aKG z-u#YUY4d5t8X!p!b`aHgT~)zv_amX^O|pD<`TpN`3qKrWKYlZPzO1`^ZONJ0=K4iD z?`+s#{$}HGzgHFugHolX7r)$*%$^LYC)Rx`e(rX8<9V5$#)((o?9Mll`Pgz$V*PU7 zquD*L426Dke4Dtjct2yqsp;UNKG$aUSvR%Go{v)`m_NQ#v8=7Foouk{)rCu!Ce_{D zRhqrC9b6PJFa!wh>E|-oJGHcJrKiWZU}9ikNH}HgqZ_|(&z#xpAoqjtDxXN{ zWep!+-rl0QEv~jyYP-$57K z_kDN7XZ`=Pj&c9n-+!b>xxXjt`BxLujr}|BKe+MgBO8N9%2dW>>w?nLOYT*MS9vCZ zy~{P*-2J)y{~2+UBqSp5?<&2xImxxkGilE}Gm-U%tB!lTQNH1R?A%{A2CezXwbGPQ z&wZ(P69KOA5#e6#WRu~SpEFTanDin{b{&HLK-)rDWLh9954|IgEk!_xOQ zT(1`g1tSQrc+j>orEK}#o10R-t$ts=zVF-C7cXCS>eoEv-uQms?{{0@s-F%2{dRl2 zOzD-tmrIu|Qv+qs`0_z^d70_)b(J!ePbO}x{QT_8HvJtBnkr65 z-xKn$JQe(?)4%3X-0xVBZ6Lhhko2-X>vuZ@i{m~ti7(mgVEf$id?$b1hvrP?tM@)# z+rH2A-oJ0#`RnR0`y_yNv)f5Q)W2e>G{(Lf- zU3%WO`4?ZwzOQhX`v1b+-YdQDR`h;IB?qbjCbzA0*_09&92|V~{F;)#U#~BZpa1tw zI{(kl!u~dfxplAJzP+33w)*2AJ&?CR*kF^-$`GxiA`?tFRe6JN=9pPoTdSu?dkSAN zp8xZV$-T*&*2L~M`*t&ZzRAD+|9|hdc)4V9+nMMM363_OPAGqT>0fVk@9(?v{@>-t z7cX6^`gd39>uZJg#U`&0(QsM0TD#Zy>(_}h8zL_=Ffc3-5~;3Qv?JA9Dm^+{IXXJ} zoucDW?UFLL#J9Ih&Yhhvzq74vMOmDGu<-AW-@JWm#Ktm4-d5-ex_>gJ!{^zHIbXc>!!b&YT}V9C4JhK2b2p6Jexzx?%7Oj zGxU&JQY8APD$BCM*4Ouq@;h^jZB=_18BX0Z_uGGlQ&3$<$R@y8_;?wiu zXJ;gP+D}V*-+Oa&^X31KBR-ks-LZJn6JKqee{D_VOP#dGXMdk?w-eg`>*{*YhSq+k zg%je+A2hPN<;{>>u~bCZ_U#k=ELZd4;1(Zf{CGozVNuM1N;K@0FbV z=c=3c@m|>z^l8@Y*^9qj^e=e-cF&WDE0-@DuiNt^A}l;S{Mw!;H}2fMYrAgGv17+p ztY1HW!k#A^)hcsj{o_7an0&AZUAL#NuP-ru_MO|6p63oEzt8wQX^u*{(WgoOBR}oe zPLKO!fBRqMnR!oCzxO_|GZL&kS)07$x$ok$-hGZIH?EjddD2kBQmj{9-|`y2jsBh6 zl_xjW?U3|7J$1UxH1+O}f`S>t1#JO20Wa=JPuCByE(K zZI&w)9#_OSVGj2cV|~kTk8_f0%K5*GH(z}Ac5Sik^OoxOGR8O8Px_l}Q+a#-?6+_C zEIhZ9?Ofw_`|_AwB`+U*{xMfKeqYUppQWD;?r3~|vU=9{>-+zee)#zz2#atE$29o7yJEa4jzBodCoiSq)*%B>etuT%h$}g6C3yGhWUpd=C}5whY3m&Yu6SJ<0d$G1LEfU+w?nk55#8J8aTdnN(Yn@U&&) z6Vuf=yC~118m4-dyf}%KKe5v%HU7Zd}nj(>v_*wx9R@ zH_x?OjCbbrImx^=4OPGQyv;VcRlN6!;SY8DpPp-?wrc&gvt++te!sT;PF~R)N#D4j z|4(XXx@_A2Zu|YZ$EUo%eQuYptMI8jS)1_j(b3&kQkE1SYJ9H3{C%UScG!}_Pc!D* zEaO+b`JCP3^Pxd}w)$cf8|L=3MmAX&Xr`PfSs|@sS zPM`EVf_baYJ#mRs8J{Qpcl;z%pi_CWviOtT36IK?_owVxZ#3mezRx{&%coO-MC)Ir-aJ`Kju2>64#7 zcEn&dE4=`l@fgUE%F8 zonserovN=N@H7Awt`k@F9zy&z`)l`X-uP_k@oPS6QARTrzfbJE^=_Vw z_T*VAyoo#C+@F=eRa<-U`tAEG=9`=r`Bl}PTObu1XXv%p*3h_e&&iZUSFTGRP5i`` zr+-rV-M2|?D=$9zD%v&q*AGU9;Mip*cQ*HW8eCXtJ*Tnn#}i@C<@4*R_Wb+0UcQWN z&fbU1X6JRK+kKvyxko*9=jU_Qk54G~`#j$LZkM*~_kejnj;Jr2KdtKe?t7x3y5;!a z-H#LB-tGLjWx1_x*IfQ1=l9!vSu-{pOmZ7rPf1zdNEI_pp+DEarZ@&iQ;qDChUtCs%p;R{OsxF8{CN&@Z!3 zp-Q@a9`E`)rk<}ZZcPl0`LZoI`Owx<*LTnUncv`c*YD1dt76-?_vst`7~!wQVs9_n zZF;2t{YW9V`a9bu7jI2z^=ZG-_v|v;th+5uZC~cAwyS$L{xED`and4t(i`Quv#%d% zm9NV5F<<}ph3G|t;)8N;m9ypIU;#+3YDhtB^ODgI`Cp!oXU z6Teq5T#k-RpCOgE>if#9-zzI7YnHZWS4qv7R{r}BauseRY%S|M)$>}3d<6H;dDZVE zjnpIMD--^Haptp3S&vlLTS+bZw&`)dz1`nmo9F+{IWa%J`t8=2MfE2yHPwGFuit*X z4&KO`p~M?}@>0$J-~0bdKc7?VH>c{=%ECvT>hC^${`T$Lj*rKrAB*q*;Tp0F)W!Y# z>#_WQi+6j!-;=GIW@26Y@AG{B$Dm&N#ap*_AsfoX8+`Ipal33;#GW^)`rYg6zOMdw zSpJ{Ey8Zut$rinO{rYj~`s!FK=F9hTW_d|%y|zByzT)Pl)YA{nx9zt3IP3ZzHKUnl z9`pp*OxKD68K2}d*> zB_i!kW!&9W`teP=y>;07I9Yd@LKjer@MHe}Z}}ImUEAgyr#IbOy6xWAb>&Avt<#EU z#`AZEZ~K42ng1vwyNtn;^Uu!CHkXhuzf-u|q>xvA_St2dQ)R2)Y<#H`=q^{8vSrJb zBinLsUt(MPc}^UOGN^A*kIbA-0vDe|6Eey{T4g$o8L z?>^7}|L4nV{raD$SCpKdrt6*F?j^N{&*sB{7w_KnSr$J#!X5wPP)X)N^F0rFg+J{E zHQqqjf%UvW>DQ~_%e`-__6DB}D&9TWg#YT*t4IHSzrX+bw*4h9FKJBmO8&QZef{6p zFH_4WsVzTW_igjb)HTOG?+%%sQ|t0K@#jGa(1^t9eYMt=`Re^5raM>Zd-_j#)cE4%{`*I6+_#_6cco?Gmo(#ztCr>& zs4dc;-r1{b+HA-WPwDJTEyneXK77elkvQjN3Cw;#XuPBd^OSLx3iH3!}l z@h{$V<+{tq39V1%T#vpuHRaJcpYWaSfq@{GJSi@`Kj&Xs$gi(YH*d_E=f8{DK~+2Z zaEPz3@0TxM>VuM1JmW6uT)lP6>fvK>Uv7p+ZEMh)n;UX(iSCSe2O7_CSZeMgTXMni z)^_5OWXZhtgc{`ZZ$&;I>5Zr`_W-#&{s8xE`G)_@{_q5Aftqut3z#25WnB+AbtLd;+m}g4R&Xk>eyx4v@wKf>r>m$fTDD!{x9z2wag!t%R@kKG&Zv5B zeP8nTyWROQB^O;k9y8x(I5#uP;gZMJnxCJ3e44&r#=qu~@Z*2K-}g83+gZf@|8;$O z@ri&yFI&O8^?FODLq-&}t_OEWN?Tv@7GhS;?ut26`DM}(mz3XKhRM#=Rh~(czAAQ4 zjNGicSEX?4>P{b>zF81=ofh{ttdI5w`{HQOnLF2}L!A{nY5mTfma$pyrv&?T{{Q~} zUwqBm?D*fe4}AJ5J8LMFtJRCQZQF)2bhhc7!BmSc7n~oj+x@QV`~LrbH)dR1 zw8b*(_i4~ziS7GJ|2t*3a|&=v2EG5?bvabpDI=x== zE#HsqN>Wsd+Em2PV9+YP3}Tf;<+3?_`#PkKEhGj8_uY5c%FF(`gzwoP% z9(jw`ug_oK!wL35!m4vqE<>wX^)lz&*onJ;Hk#PHdyy)5_N(yjy&V?6xv#tYo#UFk z?s(V!JHp3x*L1#Ao9UX9kfy@Guq@&*XtwE_*I|(l<~wiBobmNmo5{H^^^6P*4Vf#8 z!<=mj{%kUNmpx<4^eqWqyX~tU?O$BKY-+FJNAC<@*1f!@8((?;URG#m|8esZAI{#= zK#OmNe+zpbXGe=XZlAeri;Qic*8Bg1Z%eamhY^)oG-;-r@}*KMV2 zs&U|&vr}K%2QAz*vt!pwbLI2%yu#+azNWEN`8S91y?mpKldo%R-Rq+#zH^$`Z$5?) z1NnuJ@Md6OSk?BkG?7bN)GILO{d_U2+cP?QR_1{Qf!6)%3cP)9a+_`MR>5hPngpM6 z334y0H(P2N=#f5WRn^g;Csn_utLvy3`>Gm0580h$xM=r!`*o+?Q&#^jzBV(+#rey7 z@wtIsAhq8F-S*s{vS{1-8OLmY=2$%r*{c2Zt83!xYbJhavrawPtIEwV_1I!#pTt(* zr8kNq!=<**iQYyB3SPKaa`2a@d2f=az-;uj$Oc@^X6Z z-RmzWny!BNrnmN8+~i~6=GJ7kGhADej&{9x_oid>{(`eD`PqIckDlKAXB89lrju8A zkIdb}(zh0^Tl~Kwu5*^MwEDDJmwwzjv+ah|UtfjLwR_cz%0EW?#@{ zU|i*Aj<%UXpFl@Sxk`6t%)bq40AzPN zt?Au&aL1&z5gV0uS>1l@e1A`-)Aq|UGcBxc|F61rwmwoYH?XU7TUl{+&f7S_sanC| z(qG$UEhNHs-_tl6zc}4MO)0A=Fv?`}ei2i-=9{7MX2RLCUb7`D8S(NOK3?fB+r!v! zD)=IAu&u2veEjA4{Q9~SqnQ==KF?fB|F;#4Xuoq?y$Wa`YthK+OJs} za=TXCS-haB^m*~e=R183MOAoro&4SJUw!McTK?kszuzp$c?PQgZbiM9WIQk>W5%hc zZvQ=7f>w%vCN28wzAP5Df()3eT}M>;*L-$gy1!wU`QP6RD|kE)U#YGC8SG=ex7L+6 zn86@aYS|>U6&F3EmipQM{ZjG&_kH=zX=i7BCw0f?O!Bml3T^E1e-e;0mk!2UV zh#%B+TYPKVx*6ZwOEdSpyHNR3sP@1+U7aV7c3zxw%)V<|N#{OrGeL3bE|Y!gm*?v3 z4|~fMeS7ia>*dQo_AHm5r*|>@>>Fk07q5EX{QcX1@F?^1rQTl-etY$cYvccC=S=>+ zKGRmxxo_3=i^4mrC$}ajbM;3H7#{rmH;EqUnK-`nvjZ^ov6o`u^5W`@rG{aAIg_O`?y(k~L-6vnMsQ#|Ojf@u;*%-9^BVl!HLcWHZOL^w6wMPPc z{u?ncEK5Bc5*{8NQ~h=;IDhRb{Tsad+-!4wQ1A9wr}{jJuV0r%LI&>>!n?)w`_}QU zeza)&T&uUIioc1k>-=Te{VnI(+P-x={v4 z?p)zry|-fYsy1zH?)90?HLZb_K`Z{I^s>0$x2_*^6^|8J8l?H^)vHGz`|E4o?EnAo z<@tZVuJ1o4|NqDF8(T7i_x!&5zHj&Yeb#z=J{&6ImxP$DRd;RexwF}i4)O0TaoRrl z<|Ro}`~Bv<{k9Ja1GC=F&&^WW`)zT!%i%Mu!uw?@0TwRH7n zTe~l3XRB?|VRtt>w|3^lW8!~aocmGi^Cw6j+@8<#-n-%ZQg4;7u6H)7n z__i;{>u=l=-~Vdnjkl_k_G|zA4H`P0G<9p@tN(xZ{}-R>qXrryTgDsg>?yUv?(a+g z<9BuzKL!nbfr?8haH~qoBYvSswpq^X3%O@juIxOt=HE>&vz)g*rhA3&|1kWh8yT`W z<^L3gsijP3?E9^Zwtzxvw|EEI(Y2J|EPaCUOX#Ax6;?D>tp@QZCk|V1_n)jVtVYRuHo-eeV^=!xv%D*Tt932 zCZAu0`Dec5FJ5b6S-dRtPtdg9t${ywH~)IPYtz29F0ERo*Imzh_P_tXEHP>Ji{)IV zj18y4ucdF}7Sr+YX96d;f4|@FzkNp~{qwW48&ghB@|2bj+2x}ryi=?j;K$(pBKo+s$vRq;u;5S_N^Oq#M( z)@fTVty=laHQL`bw7O?8I2_f^K70j~AI0M;68HQ(o8Py3-7c-HthRSn?_a;}-oEFl z?!=QRk8Yl?`?jQC7!)%ME1H(-oIVgVje)`7r`q$!f`=>a|Gp<)T3Y(?vHX9FKC4$N zeq7tWPn6&OPr($grJ$?uEB!&Odup>Z_aiXKQYBa&F-x>674W zr4^d^c-oDUi~N@>u0h&0E3)3+1-IRGWcKPT+PUwJvX;GRBFoHe>sI{yxi|Ap^`Xa$ zuG|XvY8oueu%ae4cZS!V7q0qU*6;TipR@n}rzCQpZuGV{A3k5ZcFp4LmdlTr<$pNH zR6J-*l~xDGjIjF5+bedPZ0uJ0GQ}uRCzb7S=e@W^GybK5T4Iwnnfs_ta$CWzzsF!N zX!>zu-QQndepP;cc63wf=~K2gU?bEnJUZIFID3Asp(6uBU4f^IV+bsR&Aq*gEuG&g zZ&Dh+6|}&_=47QkoL3kmgOEl}kqq1j37w_Gfbc}y{Zm&C6>kOXK$(uwOX2_ko zWl(xGH2f%N`sm9i&<=Jj$YC)r1 zOM^7^_WgL|DFH3v85j&?LB(XB^}CK3J#o;8o_W%{PW5>+p53ea{dTeus5=9;IpLS) z>q#}B9I$2EHn-f|w;el6OG^!lpPh-=S@d*C5AU)jpIn!_2X{iph0bXlJM}`gr!jCw zpzzX}#%#%x!jEhYjJj|uzN;qE-ap3BsB~*!`H4#hcf7jkzAVQVl>F|_l`RC-lrNt> z}A20 z3=5h-q4l7dzb`s(r|P=B-)>c$E1tLc_8pbw%a^P3S-;ufDJ>5UF9%hl#h3cT^y6fX zzT39r<0k*(CB<)MzVFP5Ee0)rF<1*~s2;fk7+*;?g) zD;O9UB>HC_&9T{hWyZ1nC$=1amJ{fhsFJpGY~oBBZbONRL;rPrCn;e_uSL z#N>AS@9Ih3x>`T=(Z;3!T1Ea(dD*wlXXPDdCI+pQiK}+*v|P9I*({5vQ-UwGtuWvJ z^Q`l;sa{JXwqykUdBAS(QP2J&{7u)3U$ymzL+&Pe9-eXvRFm17x|#8H{4>9w*MIJY zjMTCOm)pCPH`m=xkokO7r;2-GWkqnk;@OJ#O^Yi8Z|2hAE&NG$G0ni3H1B1^=$z^P3=31NEecyS0>GY?kryswyHT&}G z?>E!u->Cop_cXL90`=x*fyaGxV|SVC1;?z9yLQ-`j(6w!KtmorFUsc0?EJAjrdI0z zbJOj|asxX$zkO)iw&Hb!;ltbD@r|nnphhx-!QHQ-T^oynf4Af%XZq$&iF$RZ;_$Y0 z5jSrOPySf`HD8c{fkA6JWU)qr=a!0(k2K1*AMKr9TjjLcT~_4tz5laJ)>&t4oTZv}#qFUayIs@*DO1n5SD;%VjC2*a7 zVmxv7(m*ay)?Tka+r&3>O4G&@rlv=Fl=;K9$aYQY%~%sW`EAOlohQ!c1q%N@vEhw! z&!2|Ly&3QR7nuL;n)z>;Cc}cF$Vs5?4>;^sNTtna(p(dwfdGWFD7T-+h{sbQ#Jq4H~aFp-9c0K)G{-OE?>hN92*-8 z%BilkwY55tn^M~6mzI?s`}usny!o91=UL^SPO2aOegFTzjGQfPRy-OxI!C9S-gRlm z*E7FPod4P*4GMwG#3zqcmtHgZ=a=Tare_~`aoY9w|3qH@|9i<~-tTjp7kzwj__Xbk zPucJL?wsXclKAjN>a+=7@yU0DX6yY*jG7#oK40i(<>p1JZn~Ex$|tH|)Y-1teK~U? zvbiFLBy{}_G{<^;3Zr`V=>v`hhb;KV3c--F~oxj)A zYiUr`UC>Gv``wF)S{Iu>v`|H zY+||3Ykp^fna|!&Q`gJv`B!-o}-A=W?zs{uF z6}R6>dA4#%WY)VoJ7L8-s6eO!bssj*`?_X};Hx{u=X<}tzP^03_uuFB|I&BK+y_nZ z$QHfd`F!4sw{Lroc8kN->w&`ZO4v2kpP)s3M^mTAiiOA5mV(wozAW`*zIxGJUiN(D zx#F@DfB${oKi@3K_Oax7jmsGeKc!?TXYrqbu6{0cGYoTopTN_jW4+q)6ZbQoV=C)A z(ifZTU%Fr9=cc-OJCagfWi5X9K()E>>gN6%?#m{MYKOU$hr93jwm979McE|x8T+fh z=pLV4S0BIS=#l81dEQsHeziAWV&v8(U zfmW?f_P4XN`#kgfn+f3>B9EH5^*m;;EX!Nclr=5;q}%7>*QabjP3Rc~(wmR&P};W2 zq{s1a^7Lc-=G%v#Ez|JI73sg>@4Ibsc4p7C=k~$AZi5arTYEHOU)AN7{O9jx z)J*;J&Le%9$o{h>)2byH9G05-sDj$_JKpVjT{e62*|f)f*6%zXFIfp5@@mL5&?k(lr|24H~pSD7;Rw3-^;y#r}vF)YhDd?iE0`{UMa+x%|4 zyanFl)@BC&@oi%&*VUeg&s4GLL%P$&1w9FyvAZ?-(l zvN(DF+O=!@t3FSj_hm`q=V#~UO7D!xJ2C(26`%e7OdHa>ZhKw)x%;2#2I;;vojI3J z@RozBSkbLwn+tt1-K72-T^5YqbQD~~d}r29e%ugz?+f4D^=w7R(-oesuV3}Pi8o)8Soq&k z@M~QE_I`s&zk<}{f>-%I-k(ynNIQ7duSF|48AA4LGWVJ4wG`Znng9FF^Q6zu&Ng4q zzi%)#rv8lK@g=^#=JzU+b)vRptk3xkT1E(3_V@Dbz7MVXJ)nh88xsyT?fC!i_v6s@ zRiS@=UEkjaTA~V?mUDG>KD;9D^X~h9-{sZUJ)4<+?CJD)InY$BOx=%%yXU%Qy}YzE z`QPjndPmms_v@T;u~LZ_*3Yi}(z`?V_M>_GI`76Q zfo5I!m#x~jReJIB^ZdNWrrt3yjr5v(_hRMky_qrfFE({#Is>RwSK48Ds?3}$c?$@R1$EJqI&8*v>b8}Nk+47WaE8m`- zV`&`wN-r~G*OyD)kM9(pzpH)w{}FXN!MAVUzAV$<{btjO_3QoD+kZH~{CL&sbzPuo zx!ORToA0de|2$Wipa1&W+K+qR*Xs9{$8~{f!Gu*_&#GX98a`9J>bupesymZ@O=n~< zi1i8E{Qpmm9$)^edcB{sb89zli|FWFc2k~VS-{~d+xLB4TjI8?_WND)eW0a_pw-?H zI|>rl#O^MeekVn31!z|KrBG${;>1-EI>$uAV&K<( z`$VS46rGIAoZ&U?$Lm+Gx@zp^|FeY@yPJB#uD692UcBu$_Xh9Un?gV5|1sqK|G8(m zi%!Pe8*f#O7eGcr%G0da85UH{`djTaQ)8M@^TxD#$n52>`Tu{;Kapbeu~olDF?ZUn zxr_U(v^L$$`Sb7l{`=au{~eb9C-C~(TJOi{_P=jBKU2A`&I>vnKN{4pDE|E8+RXhg z7Ij}*uRgz~=+*>qql&F$1_>=ycry`{xT-ysMWpubQip) zKyAfy+xL~q&#qm)>YAOMy(WHt-TIv0^Qzx@?pNcDZkH)KF~O4gy1F;}z3Tk`yS`O} zhHQIg=k3z$J#Y8>jo|0=7LR*C>zb`TU!A1t{pgJG`JUJ7cIU-_mL`M3hM^%V{94<} zzP`SUoSdFpw{8VKEiW&3_w_v+ck|n;tE(@s_Y4lY)MGj&rSbq{_O&&V*T3!ic{YDp zZ@6*#xgPO74_K9--7h+=`*KsGr*q_{d7nTTKz&Yu)2^C?B5SY>pxQ+wdQ$$uCe}>j z3(wBZzU;Q>?$5{a|7Vy*@S00siP*Y*`|@~cDXF%zGeKMa_T=8)R%q^{8ux9}bl%$w zrdFKIjuQqYfybHt)lplvY*}(P@T5n=jP`0<(sQ|Rr4Po>pg7N`S$IeC5?KSLDKngMoY6d zT8keIaxt5{rcHL^((1q|Z7&0JR>qpn*uJ$oQAF8%)t-A!X4}rbd-*?cp;^)0zxB!9 zZ(p5A<5IpCSN!(X3En4PbvlwX?UUk)_RGGjpMIymc;~-d)$gyJ7XB|Un|4NQ`uXRl zXKhbCJ?+Ko*V5r}MfasL9^JWJ8NEFZv>T!8l=n1M*^Gj_pk<0HmM>3_sXVzc=fRJt zb$gy{RLXoO>mPT?W6l{p3&F~h$?@Ug*LQrHbo^N3@pDB_RnN17mdvW^pOmbyGq|-! zMg8R5o;^?Mr~P?5p zA{{CJxS}=k6>&SZf1Z?FTXbgql08p0+En_??|{(q{&An?WIm8t5mR}xc-fPkmn%L^ zdVb_&@#D@D-gXX~GA}PHe5(4K;p9#S%g>XFTc6BHH2Sp7-dsBO-aV`9#eO@!pEI2N zSL^2fW0SZ4-FfrgIq6q(v@O}+WoC9HsY%}q`kz~JeVdD>@t2($x#y>Ce16r$edSKI zqVDNS?u*ZQ?sny?ec$zOIlVb6KWyLg=EC!B)swcLKUBLob^hPBJOAejTdB*Ow@mzX zE70FP=hcmmI}8?^Ez-OH|Ce92zh+fi9cNevkPfd0nh*BR%(PMUAKXQ6Iv(W;FrEuWp6ZJ!bs zef!#t9d)r%=4Pfx?^OQgnYn%KT3xd>@w>g_yi*=o-u!ocQC-#FPZ3*lvvVS@&o^JZ zQS;eZ`Dfp@ZOxs2UE=dIeF>xWduyZD#Q#3QSIJu}=9U|Km#^P^vE_B|KGoZ1-~X@e zyyv93jki{!YgUX)aBN!tC$?`BU6z@P@9ev@B42-gcgDTuJ#)WLzBorXuRiB&`ee}y zzw+0w59r$VaNF+MxQ$cREHYcSC&p}1YSX7lpU*y=H<`cOZ^o4+dR&J2dH+Ap+c$6C zjV-U%|J^@%edo>Jy0V|XZ99MZ*=NJ_{mgCWUcc@2)t>&ne)4(uwEe1v+Lt9u`}g%5 zF1T=8T3Y_>>1Uq|(?4F=zCAfk@0m`VSxMX{so$^c-(R%6bD;S8x?Pd=r?o{FuUo!9 zZRrV@^1BA_Bd2u*+OOIZbjAI@3(ry?wOwgvI#;ZgwOYUY{~wFWFR$eP7q+A3Z7_FOy$+I=XCj^}nCbm-Bmo z+PX=reqLQ)C;I(v`TZ5s9`6Rtul}(6IlJHH(}^9QPH8`0v-w;XXxEqB*OmT9qwoK^ zc2K<%T-w1p)74u3|8n+?-d1w#mhWHR@Uyiy6F+aud)wjOcH;Hvw8g9U?a$0j z4iC54w6)k^{Yri5iw0-jg5q+vq}lqlYn89PnG&wSb9W051B1^TpOrnYcdHt!+x|T1 z@3;Hj{_lI=A2mEKGx^-SEoENlaif~+UeTww7qxs;aA$$xB48gBucEIK$-n30xS!QNu_4>q{V;#3T|H~v8 zb$kAu<9e=n=8WroyKX-M&3iArs+)6HEVjPJp!cU3DsWp3#jRlg}La0va9z^*#=+T=W0+{(sr)O}ten9b41b zw&uyV_9(Udv$IThKj{xGx_$rOx9yjIfLf0|?w_`wpKY#xZEf^)Gk?%#wfWgv0ibmm z4wn?RE~vj5oKP}}ZRN4W{Nd}~s+@KBS$SBuGGy)*7uz?=J>i!Wwwj)qvaNZEY&{x%VHm#y!H0vlJJv3wV+1rF1??1zu$`A|NE}|F=$Qq z_giKBmQN;p$=2?-_`8c`>-PP6wMA2VXYWTdA9y!3xT0+( zQQ*;b&~}`6*3D0T z9SL-o6+L_QZ1tA8-Fmw;{#Jpu+gw`eecbff)6>(JKlbhUzHNrwB~jDga(~tC-@gNz z_`DpnQR3qF7iU<1=D2KoGoQJoD_lcFXslYD7Z z4<7kkn_v5y@AN0tUQf`rOR4##*CMO8^gc1G`}0_yU(e8D*5t2uP4|FiOJ839_3M|# z!xrIh89qMxt-SEXEBTdnpjq(sTXQG=KPi8C!}}%2qv!FvEqp!A{@Abj{U*K7_kGqm z{aJPW^0oJ6;3FnUm3F2#TWei>C3a6cajbLcGLwB~o6ml#>C6RBgZz7Z>f&jg^Xv?w zD^}Teec$(eufCMDG-!pK|LjF_l}{#q`Nb|*p%C}yk@#^?qv|Qc{V&VR-+ri;|M#K& z^08$T(<(tN`^DS0o2Q+bA*f&b(%W6;{OP!Fn|@qqw-ecZzpnaMHS@b&uh&`p{c`#7 zByT;>{q^5>-v^zZbMx?iDR5~9N}1tD&lrUAc^ZdYYMFAzr1a_3@MEFjv7)-Vx*JnZ zPy6!RIQ^W@`uvOxiR(o*CySaFM_$T*duwaqQPFVF!V&qOHFmPz;o;#WB_%x1<`kc^ z%seaxGdtiQZ}84L2VNb0Jo(I+NjbS%r09JAX9wC5In5( z7u+8QSs7AsIAmqWsuj0y#$8%svf<9%3>9OWUX#<8729Quo^700a>?^0v~dpE;LUIM z=*Cc*>m_j$asr?KOR4x`@SZ9 zPSGjNk8S3A6l2$cN=%Rm3<>@zi+ld<|Ns7f_qlWDet@Wu z)p2VnbarL!u9_*&O!$r+II&6Bcj9dGVgt2G-nD93{CCO?+aw{`1Q*M$Kd=`*u3GH&GNP1>A$d)tbYg+koS zpa~Sat$vQ6G2MS@rfv@_{WZR8BzR?3{9)X9U;KXXyTp(wG1*7S7nEDTx^kagcIk^4o;!23FKs9|@~C4P+tfC} z68jxmX0czIP3Dz;`@HB~!@ujXt0NPm(@XAsTyBzA@hDmO`jd!7YTpFEOCMXkZc1mf z*VfFM_+{$5j8$FVzUzJCEPdHZWcr!D6{`b<8CDp8ra)^ROW*GR?UwksvAwEbu=X#FdA@$$9x@$=*C%irCpcqBYu z!oTX$Our@PNw+zY}YjU}{1XkS7c-fW}TBQX#y!BzkLh zvNOEd8I!FR6(40T0ov!W#dNpfFTaXA2|PV({!L&``evyw+0%LAY);=y{r|rYN|@f9 zS(_4`b;#q^Vu|bNx7d@FlH77d=KXq+{Jtkjm9c?qNg~&>4L-hVpMF1q4kT7={n_z1 z4YcKa-B!(6{q>t><*Ely?w{3KeAUIbEmb~H_}ID$oi{{Sm)?HpXd!*^)&ez#fP<%Y zsoZzww-wP2Unf)gZ&m2(OZVY5?TjL0AJAlum|l#Z3| zf_2RGn>Tl!E{fEE%Yn~`yymCe4`Mm0P8}?5= zn+Dox3YsDK^8NEqPgx_Fiwt^wvc6v|JT5yut}JiHuj}=Hub-5GF0Eo<2v~Z`D)#c! z@HoktK5Ez2$IBN#Kd1W~)bs=EZ_o<3*0xf7|Bs_Dg{q~^^K_mYB%C^R#pR05Nj~u5 zBDq(eEHcSH1{z+!eMe&F&9%*jC$lq512>mEOz4^Q=8WAYZPP@R+Q6=@7tJMv1$X95 zd1mwL#_ZSi^6U&NbW(F?%rZ{*o8q;!B+@S7P0`w$8I_KEFEKJO1ehVu8Qyb~k1^Do z4H>WYIkzoA$wX$C&bQy6szuAKch2-R{H&_JqH`9{X}d*gJ+bb~ME0L4(YX69?TXt+ z&)=A3K}GV_tGd@`}{Zt3-<#y)4~+3ud>3`*e%{Lo3pEq`{uI%Ny4u$F}%zHlFNh97S* zXcOP#;Q7BoKy5QnE1?3kDa^m(knkx>l^H=@vP)n5s{Oy~!PoYu%GS!k?-Uss7!I_& zh~BQbEv`6NYWtjDPyb?{c>cKg{-0;RT)J>Up!nID&KN!OC+|~?W`c&3)hm|-?BoreyZ^24 z<6Ehg;L^+|x>kCd%kTB?ydF#X+s7Oh>2Z4h>g&bQ>$S}r+g3jLx@FyqA7Afg`o5Ce z9C3KctT%_i@erHxXhP6`r(>&)_Fj~gTDEAp{wDr4-q}Gj?ypJYV$ceRlwLMXKYrio zQdwEqm#G$>heg0?4pi?=$)2(6-LBWCc0ziupv7*dK+6esJnqwe{tOgxAf*jjlXY>P zCo`qgbKhIr9}k+rO)yZuVDDaAucenZ?EL>p|G&}7WM+^N3=GS*f#-W5b0TUb*2PM~ z`sc4L`>6WeMnXF2$9LQB)7s6qxW*pu;=Iqt;3J-zKO<^iP30cYi4586_m&;Gv!qjN z^2v-D&5Pnwj_G@zsBSEKd+W#9{5s+2Z8@EwtxhYK&x<nBzBd+4HQ=WlNLIG9vKR`u`hFJH<-u#-ypp_VtR-SY@ zyC?><7=(dASkHQ~U7F3yLM`6p3E8<_(zVwe$h>XyM&6His|H>$jWo|~@(fHuN4%l}EZr2}eRs?44E3e{*rt2G8eph`SPafchEq?ug&Xg-)2v?@q)xW14F_t(7H3`)9+Q| z*-gyMj!n~zUKF6Q8HY<9pUlFJD@C`t&Ph`|WFNK@BN` z#9i-VKDB>e`YlC7bdV8Ml^xM(} z2N>Cx+`nJ<`>pkpb@BV{%<}Ka+`W4@RYEglUC_$^poDjM-sFTEldaD!7H1Rn{wsbZ z#R3$bXN>ye3UnA7RxVn@8{A+2=ken8>-FF5`~B|V>v><-q`R&R=>qK&x_I&8#JKCX zZ_m~{Io;wrr=JGj{%-mxupH6MQuG$-DoOY%I)ZG@-i4gFweHEO1 zzxI2txBgxeqnT$C9wV}F#M8w+pc$TJn?26XHqZaCYpM72W1#eH@%zo@&M&e|2(vKy=L<%3(%5wu*C^lpuK6q!NH(u?we14flg|erXMc{I&dcW>8Ys~ zFI^HkUvbPh>DrpeR7uE6I?#-s?Uc2NuR!O*+|J)`yDjgo6sQ|G{a*E@$@5Hpe4aIH zmc_Rl$)`;r>*hesVX0YP+E!M--)kNl_I};&cekFVgT@VFs$MPyt=~K;hv*ctszDBH zdRbHrI;1IRrOA^u!Rm8Mg6NLtZ8H9SV%?RNi6Vt@58g&+X+` zhp+dWz3`m%`#lz)&lrO)2nMaDI9mVzd;M|Hu*z}JC;@11{o}Lwb)QrCc$Y1S$u^7f zTdfbSiV_Z8eYf90tmcca7H{%}f*+0>@3YDWY<>$a7pB{~!*kp%ou(*_1`U`~SXfx^8PHe^YX15kF`vm72@_UuQ3VTO7Z%@N@Be z!Jj*gL#5m}9X{?KL(Tzq*R38lz7g zxwOLb@zaaawljmEdF=iYGauE{Z&NoP_RpHCbKQIbd(XPWRga(DGg%io>oTZ8e_%`A zj9X=oWi#)5m~uROMpNL6*qvrp`Tv8Z%;mnT@CKiJo%wd|#k$LLGkvqBzg?Z^T@0vbUhJc@HrJi=+P+(wSXjnBfQEOx2<741a8w>TBt*>rn zub;c%BCKL#xO{VoxzE=xUygje9>4#%CG+WTaH)`z!&gA-Vo%-yElL6#>F`r(8E9EM zvQXvpC(sH`?OKw|pFEf6Qv@3ePh& zM~m5$l{T&Qy;$|D6Q0adUV-)xmE=Zz zo0lQPjyKq#H8smPaC5~Ye^7Q^aHq)Ec+tm~?NdQJU7n%4Ew_~c5-+zH zzi)r<$1(F`&iuAp++EM67%9hrjySq|54_vK;@OPkq-SSlUc7Th2Gliv{CWQW8WFBm z+u#1ix~W-8pMIxY_7(zp3taB~*%SFvwX-qsPQH}1((OAp>N9f!HhuZJrRItFIbVHG zc;CQfXO2s@^MBRO!u^a5nhRc?=h*-M@B8DD>2n0{-o2Zt9DHfc6cex5f`hCdK_`0E z{klB=SfIP?R`;WGt;_SC6zx>34+}OfDfeC((iIL`H-1ue`jY$CuU%WV9dx4B^69JB z@3X4=aaexYb?0@a(rfkChJzaU%l6*-D}L-y|NfnK4mW5nefXg{>Erct+TRVdyz+&aUV^6wDvsaXgG+M$oEVXMe+1V`Of=0@}zNu{A3+=jJBW zce~&3s{kGJG}}BMycomE+WPy8Z}~f)PK(%_c6P#a-9KkP?>w|=X7ZHWpF56^{Q@uf|vryp%Pt=G-U zEw<#ke8q#t!mFX-;3@csjY^=EYCfkbCLLSTU;8FG^Uu8Rd(_WaKA*FtP;2JTS6?ps z_k%aNpWpZ6sQ$56S68d2`hXG*2ph}|$vqshF~TQ3*Gr|>^Xpe@y==4ke}5{DYR64H z#(es*?-tN*osEfy+e$e1ZQuJgclVz^rt2$x&&)E_o-6nowAN%vPv@zyHyWs8oFU-BMvYIj#6hDpx4WB*WOEm?o_|un|$w>Wcr+m=QyUGiQAfTauTSvF2DW4#9-NR`+pw~KjZ1iRDho! zA+fh6WaZV>;mhMEw=LVXYnNg%Xi!CBedOk}Gq*v*%h0yXRY-5kQ?3lCh$=P|f)gRu=<=#8i zD}8y{){`f^zqLR4Z+dUf(Qa{f=u(1UpY^vd?bYx){6%Bim32~QZr|E#&^1vyG%jCJ z`gYp)FaI|LNbh|2Z~w-nWu+;`t%CXMcb1htVf$1i=CW~$ykY*qCf39M-lv_LGgD7< z=8Zj-#UfmP_ix^O?b@{y&p)T0y}c>b`^(p_z1sRa^RHgH;^T4e+S=&F+qZ9D1Uhu- z^2~Q?O8S;!U%!0m(bl(|#w&CF^wjOSx3`ttyz=phshJs{p78GNpKsm1y?FKN?3hYW zTeGdLZPPQ*7)*Nl^CeGIEj`~wd_q5S$@^dV3l=f1X7zf=8u#>u*=Z{i=Hy#4P^ zPX2S=(sNViF@G;{Ss2k3v+e($lI(CzF6a9(Tdo|Jds^z2Tk>Xi{I9>$R`i~8pS~=A zUH^&xN8i4wOLos>EInvVLIy|E=Grw8dV{_`RoZ z-lY$dD^vb`n-!40O|7cz*1d@Q^$X1w)wS$7>OJk)v~T;bCT@9Nb+UNHvR{_Fuc+M3 z^L459{aP`*?CHB@tN(FVL^`U z+nsTrEOsRN-tM@)_N==}UsBECr@U8`C%!!E>g=CsuzvY^k++L??7jQ!sgl&|vNN}L zs(}_bfENL*Uo!E9?v$k47upxDIO%F)yX)@8XK!OB$GB%+**^WetI2!EdjY1BFXt5e zPR_QQZL{qA{kZsrBDsfi%YW}l(!90n*!1bA)y^lXsp(tZmw9LTv*3A)r*Bo1)S}hv z{{PVo)^dsUuRq&0Gv~{dZ}a!R%W2t1lIv$> zK7K2k|9!i9QL=5j^eaP)%HJ7j&h>MlXrZFAb_~fhn)nEVn&i3ESFDtJ;x%1Go zz?|~(%HO*8?8DZ+wdXJK+wuLL`kkMDV;Gk8ubP{f^f^Yt+BrH zZ1yA2sZzgMOm?c=-u1Z8`jM-CRp77Bpfy7uFZS1!#3W0d2JKq_70nC{TJsaLlwvC$ zwp!QBFOic6jbnkPyCT!)ih@=GgWKew)oRUi-wJ2$@IR@}X4kp#@AAfW<5_b$Pe|wX zYH8}v3|w>Lr$dS{J73)OsO?!H+ph<0uewrMyEEy?v48#Zwmf^K96$Z;=i94g@2*Kb z`6g}g&-=VJvz7*ZW=pGEab?flvpnXqpV{nm&98o*Q`OBLyl4EvIxA1APi>#=TcY(;b-s?=*~j@iKTY!g5f&Wx zY303_6Q{`SPym*?k~zg5mw+P$;($lt4$4-HDo{4AC{`IGyg&N#c{ zZ-s+VutC@RL2k&R0`@7oQ58U(8!r{rJ@B z^hI|2vwgj!ulLR{pOTWcX_w(M-Ydx~l3%|&_jTKR$29+K*0=V&eQmgTnZQr?^j@zk z&x~LC1Sv~q-+Py}X?OAF#^jR?vtrcJdjDKHI^%QM%9DQIFL&N}=V2=ON+xeda(3O6 z+rDWt);!sh@@&P%dBSR@FK=zodbOMXrmB9lmRs%j3&zH8Cx|aTqb;)N;l!zd77O&0 z%>QJY&D7|9_04Uz`L*I56XlvW&%F58-tE-u+uyeDPhRo+Y{2t^#W&x*`y?0l@%q8z z3C~-qpUa$k6U1;i`sz7@t$&M*58tfwdUA1(psf^W|15j{@8|aaf6Db|=J$eT!NI9= zmFHD6AKjQ81s{Sn@7}$8_}r4s#s4Z~3l1ZHGmZNU46Sc#Ps8$wpki-J1d|a_f>NfwPv3M zHwKP@`sU@4)ATd5cKvwNefh_l&F7@PzEv|0dwZ_(`P}JsYuB&u7xuGAY@ZK4GjnJ0 zbGL;79iUw|cb=B(?|QN5#*V_|D_5_A4{-|Y?|i8pJiGJO(w(rwaGuUice%XL-$&n* zr)N!?U-lWBzem7l&b-cAly`IAOV!T6$#ZYIgXUHKxaf*6tvve@(!gH1AWM3g(EIB9 zzZY%XXb3vUd5h+&iSBZq>+2shvR`Uja(1@)anRBX&~#3UnZX&CiqmeUip$OMC-8gTppGxewZ5W&&D(>p6Q}+ox~a_uIz( z`!s#|*)Y$=VZp({zkY*uVlP^|R(I~ySC8fY|As!r9dA2G= z^T1?3D^0x}51M}beP2Ic@8b6*>b9Ea?0&x~DO(wHu4LJl*S7%{rN zSHXjdKFP85bsE>||7|jv_xqdi;(re|?oDI9y5jG4(7aY5XkP1h)jrn%_G-|gTNuhu4k_WLv&8qE6btGFoON3@U2N|B}O z=Kb@UvS)!=0K4hUzAEsnYmvp<>Mw=I7G4F7Tyb2!2#!b)5$cTG&o)7<+96Wn(^ENy z4bP2scKo^XCIPfR;&SM+ZEBx3N3(;6(thnaVP?j2%*91d{O8Zjzr81ZZo1_ldnLvC z)ke^4(@h_j;=lKk?&LEha9uE94UWhQGmAQ3^F;-e*p_YFmHPYGA^*KwK^?!;V-wkr z_x%4E06Hb>)8^=;Ypdr)ze@}eF%9JZ&GGnJgm~-X>6%NDwHbUgr@;nP7#LQywZRWB zS&$VmiGSIKq;$=yf0w2o+uDE9ecQoX55T*UYo)gz**5?FtYg0FGNM0ku6-&e6tZXD z)a>Nb+Sz{=N$XmF1sR;%WYx#QRRyt zPg`HEI2J6wK2fXEHaGft!spbpb)QXrR-V**qnvd}?!~+AH}kJ8Nld)P!yDYE%3z=x zfxL5!oM8n}?1M1c2*uALeuf*xH=p^K*l#a`j2mg~&&WGt^ZGq|azctJ`#W)6eXBfh zDJ!9?Z&8L+%KnkB5Qbz?bRynO)C>`?S6r zBzUcyYp$IopKG!te%m@T&~%jLw#91JLH)5SIh9wPbj_SE)>;G_XgE3vv~L{bQU-^s zDAV`Zl?O$_ZbbB~4KH0@c)I(Ql6f@03IhYf<>2qN+DU((>-#_6nO`4yMK;A#SHkmn z?)M|V&d1)W-(Pt>((v)g_K@0(zszzvb;Dz3Ut9Qfsk&R8-)i`9f5)~`_jlX&FH3xQ z^0&Lm)zI3DcR(k=XM(rr^=On$VFN9IpRvxXwpF97l>gWPjd$jIYXe`smhS27NHXkt zJNNHWjVj071$q+)*Kz?uJzp^}jPT z*iJv``XntC>MGFwzwBJ89?+o9tJg}G1Hd!7F;AXt`8HkYIqTL&s}(29Ak!L~W_BFg zwg2dj`wRy}7J$|$+*y-zrpDD7Iv2Dq@8-UZFO2iUGbNfO-Q{Gw_x)R+wQcU7H`8YP zofQmQsPN4pIaXv|;etz+(-;m+NkWXDF35tdyo&?Xszhp8s=_x-K`PJ7@3K zgWzGjUuL7!Kba}l$&sNUb^Y_IKE{3V+jm2gh0_`QLi}ja!{(a?j z16Brx16!_sKXL3v)mh)nnD00Kn))2n`0}r`bW41Bw3N9_<%YJEU%qbXyYX%E{UxR= zBMsbPGo)`C*X=v;udq}~EK1762kglNoSsB3a8P_tl*AM8;BQ64D5|Ph(T*%oWx* z?n;36XzJg;B%)jY|4R`+^Rg+oDmN#cTkWq48bt$TKl$xj5QDO7)x?*!uH|}pgNq@! zOBJ+I1f1B=3W{r=nl#sJ*eH=3UcS8W^XJ!Sxleq($K##(wV79Bx9qs%+|+fw@V4#7 zfA)Hy={5`FG@G9jR+QCBZ#y#Wecbe8YnR(Ubp{zOx)26F=qh2C)>qL*H||+VFfZP5|I0VmmCMTw)Rel8YUJg<*LS_h zoyA-lF!}9@_W84^hCe@}dsm+*=!AxZUzb2>3uNTw0LY#>{}*Oen{U3zcoTmm&9~Zp zjjmX-(Z6-OIPY^Y7|exUFv8G~nfCF~(ZDx(-O~EMzqI5n&%e72e4fRRt&rWYNhlkk zm#zO-mJhN7gd4OHK=Es|vm+)u4O&VEPwtPo+;dPu;^^OH+tiFow>BFJPCV_F_iVB8 zq$f4=DiB4H(C>~}3TveTMsA%&h!_T3-Pvt=6ka11BfmbidNFv3P%=FvEO)UA zxj*ac#;2!VgO7K7U0aZv^Lzj7%ico5fjQaz+vNXh?Nvd{?p1=%C#hRK8FoKkHe+#_L2K%3 z*XqGqCt-?HD$yz^(zt`lc3F>`|I=PQ2?oVxMhsP?6bbJ6iq zrKi8?exI=5QR$y|=OJ74cfPmLPLruD2-&@_H#+%ssQHq@)7^dDf8I=kHfd$tWuh4u zNI|N}4vic=UhvwZ*r`=ji!WTW183Ee(&f_|XFL(^Xw}HMbt}HBN&E`is|9Me1Ho1Q z#{LzY3_gy_7DI9(X#Frs6E0&$SI6%6`>f+Wc7-2VGJ0_&@;u70$A|KGQH_4bob_EhZrdM*0< zAA3G<5@ujv2-T4fefRtR|GGJa$0RS_y*t-T+0@*8d2bNtVEvlkx9|7O|Mz7%s1w`! z>zkkD(hHyk-9Gy>oYV7GJ(E?d9uxR^lJ% zd_u5I2@av>4ZebwYMhS$_i0Pyt5*G*M9|6Q+j4FSftIV;{C(-)59;A%E}uK?oRn$Q z-o1MZL3f6Lmv4NY|9{TEciVDrKl;A^f33~$o9FwIHcEgdBObk4z5d?Yw|9z8>uyXt zJ4;dDU8e9z+>h6=z+CVvr1bC=P`4=~Kfgcq^t7X(&Dx+-kr4YduU)$qu`$UNblHRC z*W5bLG;;O3o$BXozuy7v@0c7n{Y*^hi-qmWe1kv>6)wNF`+f7g--USi!e^f4S<=fU z&78Mx$D=M2yXSL?FD?DN%^W^Oanh)2ap@Vu<1S{_C6SYJRZjm`&D;O?TVapfuhdO~ zH;?&LK`#O^`Wcgwer5S|6*jlR{VPwpFWa{4f6(OcO)h5AH=jv@yUwvU5T#Mms&6_! z;nNV4mwsxS6!RZ+$qwk;tBmaI?q|=Q73P!87K67} zWw%&-`}=1nIC~k-tMSnJ`ON*4ZBN&v`In`N?|pa#UtkQqSu13#{6f!ZXQdF)I+M1HERjS_8j?7G-CwV=#{BE2ie3T_* z^{U(%QG2UOf0<@_ty;ZW+9>_uq1NV)vrMy(?L7-Ro@m{kPp3@k&SuALzI`V;Z>MUk znL*^e{G(l>g+HH8KhCK>XM&#m43h#_EHfmBZ}t8J-4)pue=g@(k7V=5ZMnCPZQa|~ z*9V>{(mPuIWTN}A*Kyx>DSn>hwhFXm8GHtM6zB$%6-zF@QkMVe5mS0K^yAd^HLAH! zeoe3cIXy7ndgt7SD&D+irlv>Rc%{pBw+1A2 zZDp=ptvp+^r=t4o*44`96RvMo=vw-xqmo-pN8($(dGWI|C!YS=zP0l6v&8B1a&mKf zYwY5$?a__i<`N%&f5)duzr%ce&$c|ty}Qe_s=8WROFwejmTlY0oIXuT4)pgwzvI)S z2w*WiX#- zcbh%^iOSB&6Q}<yKNZyxx(%JwW`GUHgm`NwXvr^__6O-s`YhsUw$v`kC)mh`S<+uS+A8pE#9%$_T=pS=bJJz=Gi{^_kPX=%ZC-` zIN9Hs&$cSF(L1xEcg5-N@9W>%E`1^SOSMJzlU0@1MO&Y^eYxIW{(ZTgIj8#D<;6EH zS*^RBy`p!8ykh>xNlP~_{hMDZ0h(oyS+%n6oSv!Y_Gsb2_{;n6p1T)R!n^l(uh#k- zx21oYzFuS(+%fB~xJ&uAv>UfqulLL=e)2YN{`ITTUFYt_W=~o>cjCO{-fwdX4g_pB zU!XVt&wHcf)33E%)6cIneHp#k@YNy#UGL|v+t!tx*t0Ni{qFT5vdL$pR~$dEu@p3? z^7uiUX|8hKb~E{l7F{2Cr<(`#yVM<%a_le`K{`6uGwI7-)^t?AF*}Y|9!9K6ujT-Z}Fj;!N)$-`tX$$uX!zd zUxlvkvj6jt|E2IxZ~eU`8!QvkK?l>>JhwbAS#xN<4Tm~!*vT^?CpXn}`q#b+-d+1} z_N%~G8m`ate}URm3=9WKLL>HDZu|RZ8hD=g*R=Ir+g8_4jH{BD`p@(0vg69V+S~rV z*}n1Xt9X~f*B5#%uSQJni@!TnF8=D1{I4E*o;|Y+Ha)qq@oW43lKnS#s)heo+7?$l zIhm6oWCdsf=J!qEw#|RlYuM}_Zc+y?aRA+xRWhv=v@`MJj^nm@{dvzp=TOF!-AsMC zqwe45`Nv-_pKrJ7zVy4`Po0g&*1WanwV8AAiI2-YhwuMGPI*rY)G4zQxOt|r`TEvt zYo)Hf-FjuMTxneVI*E-N|1a5V8ZQ5H*PD6w{*;*Sq_#&V;Gcrq>8nlp9C*ZQt|c z=h*{qQl`$BUK3QgKDuc0Z<@CLPXhgT`&E=~+sXjs5QvavR^O6(Z zb}YdsD?7c;uU=BT_v8ub8MbSKKDSvt_d4IW`!-v8vlq`94}(b?pImkG|FWjW;_p7w zszr6j*6rWDef#cj6HO=Hy<_+2->W$VGpwxDWrB+SnHB7xX?mp2Mq%d4WgjozJW{Ss z%xucd0JF7sYkh@I`uLp$O?l|8U%yvi_AaY$x8A)&7GJZc;$wNWkep2qgwyZ5w*|0(@oc*FAHJW zP?vG*s#|R@j|wk2xK{Q9!T_?$#e#;wZ8eM<~qKI+!@ zd%V%iTGji5s`p1;6TiI=dGjT%zE|BG`xY{(;d`yX{$Y#oF%!sXz@RnTU3exN9v#)M zE6lmK#}agyP{rlh_qLo4sy=B{>wNZ82`Ip%@BcVv^6!Paz0~`f=hp7F^QP~8llpNX zf2{_nUH9VcTiHGTKxY+Q_P4jy+xcYDm*1dF4Z5t-_TO$;n`J@N)5Tq?X9GNigN!a; z0c~>#k1Y)aT}UxaH~P~2^K&eX_wHM`F!9QE&>=(ST}P9o>OXeJ`{*Bz+?;ln@BaGO z-DbHvtp5M`tUUkx^5mDVUUl{L^&JH57gW!^0beG2Y~3p9WkUKD2e}_ji_QbxlO|mF z_v`iJZM@P+Cnu>EembeX-1~v*#|R!1Z&kLmHBxK&YaTEc{&?7a{H*zX8SU_OKF24S z_{o-Ba4bAyc>Kug`2WAYX!D#fOI`Hw2XaU6=agj7td!|*{T|8Vwwa(!ak*|Lw!c?m zbo3Uj%Aet-;_JnH`fjhA(c#Mln{7asKK1{X1T9&uYP@*rTKb}Y2IZgu$7TEfteH0B z=cC7`ZFyz{Wr?5bt<1OE3+)7ESUfU(D(B`JDExIp{{xFhH@FzCYD9zYgMg$MA2H-k z?S^UMpcB-OX8bNJmolFpBfc{dwx~`%LQ;C)pSdRUiqCn2rm4WgaeepyTEgc$l8;Sf zci;N@_72l+aeuo_@+$usE8Fi@g{-M#IW7oVL+2*7EP+c~REbO4s~OaT^$A}(@190Z zo-}w|a@VfKS1y`LOs-+tDA4+K_HXaN4=8g3-vmt=8#GVg9IHY0$_3Z}3Yc?1bFGxhVhjwimnp`e(-cUvk`S z-%?M|Zj;w$uE)>k`#zRbml56iIW4sIY}Z}ei@TF@quOU3{j3}vzFIA76Ek?!88Xxp zvLumf*@mQO&0BRh<{n#{ek~ic2O{CttLUwEX0d-Bo6Osu(ATCZ(R%N4&@Jb!Y02M}jiUNwX`*d(>^$f$|Y} zW)3=xfpR(@@*E3zc#CUx_r|yCwwZTIf^wgvy=r7(U`VKX6}L~ztnTY6lX-uSiM!vu zFp(vF`~(p~DpyhE(PGg*DgeQOy4 zdQCv1Td%rbL`Tbj)9Nm*(yyT9)y;+mUB7+Z!$r22@*GpS>)84tdh^2lBDJilfsio>o_7}Rr<`w>J^iJBZzdw9wB9GMk zvJ8{Bs(rI^)$Q}s&iq|&dUFy;lWNitXiJ-`gu5H#u&S zghb@``SM+7r~gyg`{)1LyWBgbhR(J4SIXD^JC>#8fV7t8Jt3d7{})Iunc5LG&7&`B z+AQO#zQLA3amSq0kAH|iJ7MaqS;A3^l%GyfT48Bsl)<&4((x#_!u4jkcXR$$U)!|z z`2oxJVvFy4@1K8O`E9fK`?%M!?|**USH1sz-TvyezWO?Xn<|3$f4Up+bGGG6!P6Zl z``##T?d0U$*x$j)Afn8P7~M?s0Ofgb7%~_+AA)cHm>?+xK64x-({N@2q9jdeYk^Ol zDj2IEriNz*Uc4vGU=mx|zv;qb=egXe3=9k!p`yFLbMLjYSr))1b?s+uv(tBFeyu5- z3-_ddzfk;!oh$W7iu<>Tw~n;5-Ecp`!q7FbMN=cm&~w#q!S|{lqa8H6J%j$9x7xVZ zoVm+u`oreK3)a_f+iSkqS@Zox-7i0~g(Q=bOk8BI#l zZVMf{mU^`nw0(2Rs#mQ!7C!N zQbYUyYuAE@NfH?^c5tTF|Gjjga5BFa$K0BQ+Ya|BsXe-Qp?w1=f9e(AVQ_F)Pvq)~ zINI=O!|mx+TfT#i|8rRV+N|ij!5j7IT_$gu=DGKB+17uJHC(+gDPh0Cht-phxcIzE zl@}B)oBPxex%e5UZ2K)OLf%|6|LnN>-X7JQ*nL(<7bbnk zTe!zN-B57y+Ya~KBq!%L%1KNNM^A7B2OQb9_H=9M_Z+YO2+&@Kpsi1Pw;z5r|K4P| zjXWkfm$|(U-HNWCEw|B!T41yeuJzd}K zF)Vm_s(MPRoO`L>6h;Py1tFn4FQlvf)wheEayV?of77ShykJGi&1?^enwLA@?v<4FsyzR0;q!~_TfV22Xe24geG}Z% zUy;w+pkt&ek3EVe7>GJWY)EjNVN+QoVO5gx;@aBi8`wPJB8Z_Im%1l2}ZdzwjHN zyu8eJ;hHr%U*6rdR`t4D@woTlIqUa4{5BsPB#hI}=&ddO`s!-pn;RPwFD`O@d4F%! zSFWj3r#?K$F7MN?8N93oWKiD6Z7KeF-W<{QR=@&%{e6LLd$ukLV3R7mvnN<|+uF!* z4dMOHw}rOpM22Z7t66XAzoMpQa>PzajUk}N$o9|`>HIx{=d50@nWAG__~^)oYti{j zpDdXkSEUI$93=7Wt*sBgT=wUeHhXhxdcpI#<#ApWQZ^L@GmO*yDxS|RKeVg#^`WQJ z;GTantk2sHIJmxl7P5vIg!n; zW47nTM(nSvUAyh;+U?J*W?zQy{>zxtH6buGH1y@p>hJHqUVC|QvHQY5?{>d8tD4&z zn}4>{Yh|Bv2wSIlYM%-7i~;?`M-TZOL4z4C9<=2|z~!j1A4c6;P2=6~7w z;Pa)Qj+t}J-$sOkgs1%b7#M!{k7>dCKw<9dOW(&PU)#H{BKPK$s*PFC_v_s#I=1If zwr^~F@~fr0o<1#&V=w>mJ>#oYS&UiEjR}3T?b_!=t*)&T-RNr@f7N7HT%?}(t|$Go zKkt`aHGAj2V^_M52h=QlRz9h>)BBfUre3(Vn(p4(!ocMbn&OA1&3@-|JL>%H!i)lVfR#~5F~99k@F9J+|BLrT%8kNGiCbK zF3)xIs(Qixcy49aTrM{KkELgo{K?jUyB&4iOXL3RK4o2c>*@Pv+q*r5x9e-=FNmwz z`ng&<=!W~O&HLD1AFVBXz3ou->veNJU+X#<9~y4H?*6fB-N#G2JbNE6vwWTHv$tmM zpXa{r`?qPdReh|>seM14L1h0KHJ^|5_jY&W|2VvFqdLp0w>B@=E;XI<<=VVA+>es% z3u-FtKiIu2KKOj;XXfV@&I!*I-yNs1_VwajuXeHJ-TyEAwaZv9(mGE{c={~+xU)_^ zQeEEX=h@yaiMI0cDHEHn^G=!fsA~3mRoguR7kSgY>}m0?*rZFFYrjqG ztFsH?`6^Y-FWT^E%FULQe^}H1gnHF}3V!0cx9V%w7c1%A_h!A$@w?r2+C+Y~>>7ypJ5VV`4bE)+Xi31V!gdpJ$n7A6n)+`_-Dw zIX5>&eU-MdJg07_8@p@Ey{eyIuf?Pn-+~Wm^iICnvXYtKW`n{1H=obj$EVMIKCfEO z_V_|E_dc1M53I7Uo!)*o@XdSBxin?BFWlJ%%VG|XQ_K>xuB-@5d~l#~C1{xITBQ2^ znlm#Dd*>DZ1f5;+((3v7`SabjcG>-T$iF=TkvS7*`p(eO*XIY#h6ew<|Nrm(Y~Rz{ zla6+M04)HWs_r}M%8Re_Dxb}KS^4l#YvQ*zH@C*kH_MHxviowu8Fahxl_W$#*p_OR zsP*gG_I;vN-`+^Z)%|=rMFg}scuUR4M@JuSx$MWCeSID8;Wl1w@wkeIWpBarimmtV zRlkqTo(noFcZNk_lGgm%Z#N%4Y?t?Y+AD3|wtC&JRTEl37mIGsKytRI;^8EtE3)Nx zCc4c6ty$gid|tKFe7jnw)YR0fz480&GAqBoyIY>Q7jy-ygmqaC=-{4NY3sw+$7#OI ze0^>0%depNg;Q8LT;}kH%EwTRSGRzFm=zjTiFkPy7;Z<|kK0|P_Jmh1=5VvZln zJ#~HUd%^!=8NNr$?zl*s<#1e&EswSM^7Wxlh;`mA29*s|8P`Wp{u=ku+5t5&VL5c5`W^0RL@uhe-P%H@8Xo4xVq z64h_(gStR{XN?r2}7kh)$evD-rG|-v&%hpnqKU# zyC03q-`$DLihpCc^Xar`DVy@%`L+xP^iDDAzMC2zcXH~~sYmlWxcc|i{(g4q^l9$@ zaz-g0?^Z6Kw`%j>z2EQ6etm0e_A2q~mzVp`ciLU|_t(>BXJ?1!-}lY^4LTlS_uI9g zPE12z8SkAruWy{z-*0pE^|iIpc^@7eEVZ-yee?V;|K(Rj9v5z|`T6P2ionHOUz7J2 z&dy%EfpFTwoLlxPw9i#V~Ty#l8h1$wS?&3)9JsxBlYyOEq_j`&p#tu zb|dlS){V)>%^<<@<>s6^Z+Nim{HSwuh6^aM<^B5da;IyznCQLe?YXz7RsVXqocq1; zN5k@WcYKZ{yVw6XEFbijzwSe`?j(cI9>bIBKAv4n4bxPGnW7HPGR-bJZ}Zt_?|S<` z9}c$)|E^dReHpZ8bW6?s+V8qCGFSho#{ZjMeLcRucI{WQ?Ey@yI=I z{eDkuRy5bgj`{YW>j1ohs-8@Ak5WloC6TO@$i)!l{&St*Lv|C;5z!APIPgRe^ z28IP1>l&4>Zxq>_WSw_yO{B0{{=GS;Fgh@ktD=c`t&@;UMZw05QH-QC^g z7T@m_XYbv2-tKoxu%D&s)cpN_zb)$Y4E~*yw|}Wb|F$1%w6@JKF`u_oVscx_yE~RL zRWBB<+*9)M64*C0tV**gJ{}c6JVi73(1(YIoxL@_&0t{Abw4DsWilf(+mh$Gx3`H- z(~a7q0otrN^?0vzc>3-?pMHLR-d=vMa=9z0CUr23Wp)-TS@Kxz9?QFXd#knVzg`J0 zy>{~cgSGk#S6xZklyY*?7n`Ib9aWQ)-1=l@&PzW(Pu5FQt@P_nvA<%`Hdb9p-Ja1$ zHqS`fRQUMVq2GBvN6rMDgpZzr_Qc=Gnmv9f<#x8JX`1}!?8;^gz{_2#X=b&pk)upAYeysaaB z;}Mm4-8P?2C_j8M*`IIyzF%2hXZCzJ#4UX{UGvD}N8S2-v(0k3KvT)i)AeGVqFmNqn{}op8dhK?pyW$KV>Q#Iktvlj%jtc*c+gsJ@U;8S! z_32N=(%;|T&)>IZ?db`M&RkDZPfy$G0jgIumSsPf_UV{(eoJ^>A1;>vn~~uyYpQnf)Ku+YrLaFd zar^6PD}KFPe);)lM|N3}f3NrdTYd2_Bg6ZN2CTVn7PiZAU0&wv{S-7w25ND&USG9p z)urOPj?cS}2tV9Ye!q4*JT01s&$;z9{{Pqb!>9H4&&l&U8vph9M47s8o98c`o$xXI z*Zdzx)VVINbBKPm;<)dgPU-xF|99{IjZOU0bL!Nokag?U`PFW{W_VdJdD8wy`QP*H zYOCg+4BDJ_R_o91rOW4M_s@8<=KQrc+an%dyw|0xmMeI^Pj2#z7UPN!4@`KoWNzwr zb*{Ys|KIn+psVXP3H6u0zSaur8?OD&ZvVp(>}%(CK3>oaUB$PX>A{bRKsBRw`Q6fR zP($ID&A%t=_B&%2=`ma|;0(Ud_Gr%S^m&zOQhmRdO!ni7|NrayQF#W2hDlc@u5UbV z^?D6BcYyAO%Iuo0(KqSy&-3+mXJ#6!`~DVMexb`V^ujc&PldwyhmK`7BozhB`KR7j zAeb+wAF)B9*FrS^N1wdC-JSCLwKF?TzPPxU+cWt7pJ(QWL5tH&-p1{j`1kky|8~7Q zrutWOJnAq!Dl@t7*MEUd_m9Vy=x*CCk@U&D{z$fBpGr?>M;o3(&$jpS>WEsK~X zRC;GeA*h%Cc3W=l&F51zgD++Hfv&s?kvO|vx8%u;Bj;yZaAnQ;w7&THxz;0VEu=#4 z_&?G}DLk@Ld;OkGSGP+tcy+dDW+)fV_+JquU7rbBa<%Ntf7$&Soxuz)ACp$teO$8r znf`A`Ut8p|X+d_ExthA~tSP5V-P;>=&mkY$xcQS{2=D!blpyM3wJ&1X_qefge5+5Cj#v+ory0p0qtEWo@^ zD0q!wrqBGf7xOnBU%Xc&+UJ(iyrW{1HPrIui_aKl&f53m&x^(V%Ul)(^&g+?ZzuWh z?frkcZ?@mB%bhjj=EUSn6A}-%wRY?8vzYpR|Nnm`uap@sSO_g!z9P15dw;!J z{c?K6$0b|WO@8|4&$U9ShF|+4R$0C;J^OP5qC~|NAQZ^5;pa-iLzyZ9_j9c0Sq?S^w+u{6nDaZ3Txo)muQ- zk?JJSoPFZIKR+LKDEE1M)zZ?slzmiU^099>Fa4e7WOK`ThvG$X_pSzDIo_ZYcA3XkKkl--4^l`zeK)vbSUtdp}-)vRqD7wEPvlG;> z3h=ppAi%5Z;f|BvMco5dy>EMG_xnw-#&PKbOXVi-$-BF2>BXgK=jY9xr1RM9PR-}D znY%xACKrmVidcUmX_I#Cwv_!#h5EOJw_cC) zKA%3P(Cx+D-QUalXGBc-{;|K_M)$P(gW zu0YMBi|c}^Y;I17T=1k`FM2Y z*$zSFOIBG`zu#^z{`>2z_j*vXQTJAvd%xYUj8(65LD%Q?Rq)=q^7_WBSFh&o`*+6p z{1Z?uc!!Not-;DCv2G~AM1HL$qIA~ z`0kg>W*0HD@p!!MFrWA7HglwX-lK2({{MaN|F!DNi;1(%a--I5+GMm>?6v<)Bh~9G zgO`8#H8XwQ%+47upaT0HXn*^=Uh{hzcP{ij1szF$R9USbbS+R`kj*V^tgXthJG%wsMP`RqbVHXwl37-)Z{ri0!;3d~!BB?i~j$NsW5@e((2t zht@|v7T2!*{Y`g`{y!&B5AEx>yH~cE>YJ5)vv{}Tag<3I0|SG|c2H;GRcX$igJGY) z#_g?oT6Q~kdrW0zWn$!>i(5Bm=byM$D6AW?L1FuGx$2zo_2uvH-Tqts<;BIFrrFn0 z)YPWO*Hu3JdZT>4T`kxDch}ZNOQo)|yrrym_U-1CNDXW6H}OlwCht1uo%E^9)zvjI za=Kn@5$LWowMQ4lID?OhO_sgyp7eW1{}bVK-=ku!DKpRs*3*A=6%zw6p zm4TrlX%|~w7ij6xpVRyQc>j1T|6gKW?YEm7l8$z5$h*611E}E=xY(_gQ&_F#^Lcyw zFK=&ecm3U(WS6%Hbo-7@%nk$4U7lQ<)6Q~%%H0*KR(T!wvsnkay6FSxW}1?hmsE`n zJ8Sh~cbV9HyOI2`*ZdyGZ1a3RP=~?d;}PM*pkav(_v?O}X8(nEur1}*uDp?SN$jJ} zwi!KgwpO6!=b$m4hbPtN^PHZh>s?y)^_8ewkAxs-9I0Ku?qm1My{g>x7mzR)M^Tz&KotTP;tt;giHe{blx^_ix8*KcXLBs3m z+r4leL#``DbDHFgk-!GhP^V4ZT&uzRbR4{I?kdd&UG8=0Sg-WqC7zQHotUW13O-`y zMxP*P(zRjI$GPuo)MKh%E`4}2eLgR{Oo2mnK6p361;(jQi+09T=YzJwIuwJlSK^-^ z9}~a4xCk2M;=8-MTs#EifCXa8p!rjV+dn_{*UOwbb?VY%@AzLqfiCG!PfdOJX7hPI zP*d&uz3TNT;OX22ap3vhhPQXBUaxKa)FWwp=-JuX)-^45-*=vGJ$33-!Ts9rt%}ZV zTfRR7na?0QLlZnq(Ig&Mq1Yp1Y4m36^|-|Uf4}qd+xG3N?(hCI@-I^E9@?N<~^Fb3T;;|)x6<@E0zZC>| zE8q}hgzThpzl~5__1mol7aZAJ5A#{;fJUckKxg-Z(!FuonH!l?K*j8&{(ZmizF(%Y zd7bfXDC>cCY;Y z=tWRv`rOiMW$Uj#|8!d4f3eHidA8QJ$5obC7=_C0)l@U~oolt#_4d8m?{_sHYO0mq zEjY}pxl&8b`{*~&*^7rSEOb76W~T9B&`FMOZ{^ous@$)FUC|XCsn@ripMilPCCW$YR&u{BXnYjh$*%kTHax%@Eq1;D<)#*=uBhAp zJQ>C5f3byA_)_tlSNeVbt_bBmKQnW(+q|yZQQ@0HO1@llU%q73*6izTKR-VgpZ5Qe z_ugD*D?S0ec!u2pzox&ZS}XDvfH3|wgvZ3xch22iroIQo=N6x{ zT)1b?yZaM!@9o)nfe+*-4O?)wRCxSoN-21xiRogx-RGH6>-(k6^?0OAG<4$jSb&S< z8_E4^L(^YeSXjEwx-VcV=u#-F*Ke|JFZG_j>^ZNr*%Ei>YwP3VJrlD{ckfIhXP2$w|fO zr%iu=24=Qri|_sMsGE0N_1CN6x8H(`BZjDca56oyBi6HN*XMKAhnM-zcB%$VeOAS7 zN;#>wRoWoI;l-7e!IMEvOa_Lfko6`hHx{{egIe}emp!h2xpexWS*F>qYI&s1bk@Y~ zHUqVKVz>W%vAEywyuZyy7tmR4i*J{{yJHEeQ^1{$u-hOnFf2%(3|^)pIZZzH)s5tS zUQqV_`|IoK@1T{odDoZit$Cs>&w03=-(NX4w(8|l>$TFtd$UgYpEs}l_2t9#{ePC; zD=YNcck0wBv0LDSOcy9mgqRo_8!KD)^K|^OPcN6xznAd0X0Co z$HTUee=q&(rPO?9O>sMQ3N&K~u7*K3Sx?~zy9_#grQpd#_qOu;wdOst)@FCgZs)F? z^ZnQB^~+0-OwMHE@)#+UMVqyEC+4=i!zGzuFBVo($ce~rC zYKOOhlB1^L%Dr>SZe>0^CY|qdTVT7YUDcNtf}rNFTU*!3go~hA5bc|<_WgdxEv)Xx z^Z&E`f8l@M^8cIpy5HDe|9?Z>-(MRN54Snp-Lz?w+5g=jiyN+`L!xhm#jYR`_uyN_ z=WV6e++P{Iyx^4P@{*3spNsTs9&$h2`FtKX=oC}=d;kA^U!GdHWd*3N{`mNKd-nRh zW;VZGEZ%zS=ymz(HyaC1>uzrWHA{IU3=~u&kM4i}pqZZ!boK}6>bM_o((P~aK|Os7 zG*`0jYBjv#e! R9Xk$kvZt$`%Q~loCICIT<%s|Q literal 0 HcmV?d00001 diff --git a/lib/plots/minifig_heads.py b/lib/plots/minifig_heads.py new file mode 100644 index 0000000..dbb35ae --- /dev/null +++ b/lib/plots/minifig_heads.py @@ -0,0 +1,163 @@ +"""Visualisations des couleurs de têtes de minifigs.""" + +from pathlib import Path +from typing import Dict, Iterable, List, Tuple + +import matplotlib.pyplot as plt + +from lib.filesystem import ensure_parent_dir +from lib.milestones import load_milestones +from lib.rebrickable.stats import read_rows + + +def load_heads_by_year(path: Path) -> List[dict]: + """Charge l'agrégat des têtes par année.""" + return read_rows(path) + + +def select_top_colors(rows: Iterable[dict], limit: int = 10) -> List[Tuple[str, str, str]]: + """Retourne les couleurs les plus fréquentes (color_name, color_rgb, is_translucent).""" + totals: Dict[Tuple[str, str, str], int] = {} + for row in rows: + key = (row["color_name"], row["color_rgb"], row["is_translucent"]) + totals[key] = totals.get(key, 0) + int(row["quantity"]) + sorted_colors = sorted(totals.items(), key=lambda item: (-item[1], item[0][0], item[0][1])) + return [color for color, _ in sorted_colors[:limit]] + + +def build_share_matrix(rows: Iterable[dict], top_colors: List[Tuple[str, str, str]]) -> Tuple[List[int], List[Tuple[str, str, str]], List[Dict[str, float]]]: + """Construit les parts par année, en agrégeant les couleurs hors top dans 'Autres'.""" + years = sorted({int(row["year"]) for row in rows}) + colors = top_colors + [("Autres", "444444", "false")] + shares_by_year: List[Dict[str, float]] = [] + rows_by_year: Dict[int, List[dict]] = {year: [] for year in years} + for row in rows: + rows_by_year[int(row["year"])].append(row) + for year in years: + year_rows = rows_by_year[year] + total = sum(int(r["quantity"]) for r in year_rows) + shares: Dict[str, float] = {color[0]: 0.0 for color in colors} + for r in year_rows: + key = (r["color_name"], r["color_rgb"], r["is_translucent"]) + quantity = int(r["quantity"]) + target = "Autres" if key not in top_colors else r["color_name"] + shares[target] = shares.get(target, 0.0) + quantity / total + shares_by_year.append(shares) + return years, colors, shares_by_year + + +def plot_shares_by_year( + heads_path: Path, + destination_path: Path, + top_limit: int = 10, + milestones_path: Path | None = None, +) -> None: + """Trace les parts des couleurs de têtes par année (stacked) avec jalons optionnels.""" + rows = load_heads_by_year(heads_path) + top_colors = select_top_colors(rows, limit=top_limit) + years, colors, shares_by_year = build_share_matrix(rows, top_colors) + milestones = load_milestones(milestones_path) if milestones_path else [] + + fig, ax = plt.subplots(figsize=(14, 6)) + bottoms = [0.0] * len(years) + for name, color_rgb, is_trans in colors: + values = [shares[name] for shares in shares_by_year] + edge = "#f2f2f2" if is_trans == "true" else "#0d0d0d" + ax.bar( + years, + values, + bottom=bottoms, + color=f"#{color_rgb}", + edgecolor=edge, + label=name, + linewidth=0.7, + ) + bottoms = [b + v for b, v in zip(bottoms, values)] + ax.set_ylim(0, 1.05) + ax.set_ylabel("Part des couleurs (têtes de minifigs)") + ax.set_xlabel("Année") + ax.set_xticks(years) + ax.set_title("Répartition des couleurs de peau (têtes de minifigs) par année") + ax.legend(loc="upper left", bbox_to_anchor=(1.02, 1), frameon=False) + ax.grid(True, axis="y", linestyle="--", alpha=0.25) + if milestones: + min_year = min(years) + max_year = max(years) + milestones_in_range = sorted( + [m for m in milestones if min_year <= m["year"] <= max_year], + key=lambda m: (m["year"], m["description"]), + ) + offset_step = 0.3 + offset_map: Dict[int, int] = {} + top_limit = ax.get_ylim()[1] * 2 + for milestone in milestones_in_range: + year = milestone["year"] + count_for_year = offset_map.get(year, 0) + offset_map[year] = count_for_year + 1 + horizontal_offset = offset_step * (count_for_year // 2 + 1) + if count_for_year % 2 == 1: + horizontal_offset *= -1 + text_x = year + horizontal_offset + ax.axvline(year, color="#d62728", linestyle="--", linewidth=1, alpha=0.65, zorder=1) + ax.text( + text_x, + top_limit, + milestone["description"], + rotation=90, + verticalalignment="top", + horizontalalignment="center", + fontsize=8, + color="#d62728", + ) + ax.set_ylim(ax.get_ylim()[0], top_limit * (1 + max(offset_map.values(), default=0) * 0.02)) + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) + + +def plot_global_shares(heads_path: Path, destination_path: Path, top_limit: int = 10) -> None: + """Trace une vue globale des parts de couleurs de têtes (donut).""" + rows = load_heads_by_year(heads_path) + top_colors = select_top_colors(rows, limit=top_limit) + totals: Dict[Tuple[str, str, str], int] = {} + for row in rows: + key = (row["color_name"], row["color_rgb"], row["is_translucent"]) + totals[key] = totals.get(key, 0) + int(row["quantity"]) + other_total = sum(value for color, value in totals.items() if color not in top_colors) + labels: List[str] = [] + colors_hex: List[str] = [] + edgecolors: List[str] = [] + sizes: List[int] = [] + for name, color_rgb, is_trans in top_colors: + labels.append(name) + colors_hex.append(f"#{color_rgb}") + edgecolors.append("#f2f2f2" if is_trans == "true" else "#0d0d0d") + sizes.append(totals[(name, color_rgb, is_trans)]) + if other_total > 0: + labels.append("Autres") + colors_hex.append("#444444") + edgecolors.append("#0d0d0d") + sizes.append(other_total) + + fig, ax = plt.subplots(figsize=(7, 7)) + wedges, _ = ax.pie( + sizes, + labels=[""] * len(labels), + colors=colors_hex, + startangle=90, + counterclock=False, + wedgeprops={"linewidth": 1.0, "edgecolor": "#0d0d0d"}, + ) + for wedge, edge in zip(wedges, edgecolors): + wedge.set_edgecolor(edge) + total = sum(sizes) + legend_labels = [f"{name} ({size/total:.1%})" for name, size in zip(labels, sizes)] + ax.legend(wedges, legend_labels, loc="center left", bbox_to_anchor=(1.02, 0.5), frameon=False) + centre_circle = plt.Circle((0, 0), 0.55, fc="white") + ax.add_artist(centre_circle) + ax.set_title("Répartition globale des couleurs de têtes de minifigs") + ensure_parent_dir(destination_path) + fig.tight_layout() + fig.savefig(destination_path, dpi=170) + plt.close(fig) diff --git a/lib/rebrickable/minifig_heads.py b/lib/rebrickable/minifig_heads.py new file mode 100644 index 0000000..8e79957 --- /dev/null +++ b/lib/rebrickable/minifig_heads.py @@ -0,0 +1,113 @@ +"""Extraction des couleurs de têtes de minifigs.""" + +import csv +from pathlib import Path +from typing import Dict, Iterable, List, Set, Tuple + +from lib.rebrickable.colors_by_set import build_colors_lookup +from lib.rebrickable.stats import read_rows + + +HEAD_CATEGORIES = {"59"} + + +def load_parts_filtered(path: Path) -> List[dict]: + """Charge parts_filtered.csv en mémoire.""" + return read_rows(path) + + +def build_head_part_set(parts_catalog_path: Path) -> Set[str]: + """Sélectionne les références de têtes via leur catégorie.""" + head_parts: Set[str] = set() + with parts_catalog_path.open() as parts_file: + reader = csv.DictReader(parts_file) + for row in reader: + if row["part_cat_id"] in HEAD_CATEGORIES: + head_parts.add(row["part_num"]) + return head_parts + + +def aggregate_head_colors_by_set( + parts_rows: Iterable[dict], + head_parts: Set[str], + colors_lookup: Dict[Tuple[str, str], str], +) -> List[dict]: + """Agrège les quantités de têtes par set et par couleur (hors rechanges).""" + aggregates: Dict[Tuple[str, str, str, str], dict] = {} + for row in parts_rows: + if row["part_num"] not in head_parts: + continue + if row["is_spare"] == "true": + continue + key = (row["set_num"], row["set_id"], row["year"], row["color_rgb"]) + existing = aggregates.get(key) + if existing is None: + aggregates[key] = { + "set_num": row["set_num"], + "set_id": row["set_id"], + "year": row["year"], + "color_rgb": row["color_rgb"], + "is_translucent": row["is_translucent"], + "color_name": colors_lookup[(row["color_rgb"], row["is_translucent"])], + "quantity": 0, + } + existing = aggregates[key] + existing["quantity"] += int(row["quantity_in_set"]) + results = list(aggregates.values()) + results.sort(key=lambda r: (r["set_num"], r["color_name"], r["is_translucent"])) + return results + + +def aggregate_head_colors_by_year(rows: Iterable[dict]) -> List[dict]: + """Regroupe les têtes par année et par couleur.""" + aggregates: Dict[Tuple[str, str, str], dict] = {} + for row in rows: + key = (row["year"], row["color_rgb"], row["is_translucent"]) + existing = aggregates.get(key) + if existing is None: + aggregates[key] = { + "year": row["year"], + "color_rgb": row["color_rgb"], + "is_translucent": row["is_translucent"], + "color_name": row["color_name"], + "quantity": 0, + } + existing = aggregates[key] + existing["quantity"] += int(row["quantity"]) + results = list(aggregates.values()) + results.sort(key=lambda r: (int(r["year"]), r["color_name"], r["is_translucent"])) + return results + + +def write_head_colors_by_set(path: Path, rows: Iterable[dict]) -> None: + """Écrit l'agrégat par set.""" + fieldnames = [ + "set_num", + "set_id", + "year", + "color_rgb", + "is_translucent", + "color_name", + "quantity", + ] + with path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) + + +def write_head_colors_by_year(path: Path, rows: Iterable[dict]) -> None: + """Écrit l'agrégat par année.""" + fieldnames = [ + "year", + "color_rgb", + "is_translucent", + "color_name", + "quantity", + ] + with path.open("w", newline="") as csv_file: + writer = csv.DictWriter(csv_file, fieldnames=fieldnames) + writer.writeheader() + for row in rows: + writer.writerow(row) diff --git a/scripts/compute_minifig_heads.py b/scripts/compute_minifig_heads.py new file mode 100644 index 0000000..7708a60 --- /dev/null +++ b/scripts/compute_minifig_heads.py @@ -0,0 +1,35 @@ +"""Analyse des couleurs de têtes de minifigs.""" + +from pathlib import Path + +from lib.rebrickable.colors_by_set import build_colors_lookup +from lib.rebrickable.minifig_heads import ( + aggregate_head_colors_by_set, + aggregate_head_colors_by_year, + build_head_part_set, + load_parts_filtered, + write_head_colors_by_set, + write_head_colors_by_year, +) + + +PARTS_FILTERED_PATH = Path("data/intermediate/parts_filtered.csv") +PARTS_CATALOG_PATH = Path("data/raw/parts.csv") +COLORS_PATH = Path("data/raw/colors.csv") +HEADS_BY_SET_PATH = Path("data/intermediate/minifig_heads_by_set.csv") +HEADS_BY_YEAR_PATH = Path("data/intermediate/minifig_heads_by_year.csv") + + +def main() -> None: + """Construit les agrégats des couleurs de têtes.""" + parts_rows = load_parts_filtered(PARTS_FILTERED_PATH) + head_parts = build_head_part_set(PARTS_CATALOG_PATH) + colors_lookup = build_colors_lookup(COLORS_PATH) + heads_by_set = aggregate_head_colors_by_set(parts_rows, head_parts, colors_lookup) + heads_by_year = aggregate_head_colors_by_year(heads_by_set) + write_head_colors_by_set(HEADS_BY_SET_PATH, heads_by_set) + write_head_colors_by_year(HEADS_BY_YEAR_PATH, heads_by_year) + + +if __name__ == "__main__": + main() diff --git a/scripts/download_parts_data.py b/scripts/download_parts_data.py index 0deb702..ffb7c83 100644 --- a/scripts/download_parts_data.py +++ b/scripts/download_parts_data.py @@ -11,7 +11,8 @@ FILES_TO_DOWNLOAD = [ "parts.csv.gz", "colors.csv.gz", "inventory_minifigs.csv.gz", - "minifigs.csv.gz" + "minifigs.csv.gz", + "part_categories.csv.gz", ] DESTINATION_DIR = Path("data/raw") diff --git a/scripts/plot_minifig_heads.py b/scripts/plot_minifig_heads.py new file mode 100644 index 0000000..c989b90 --- /dev/null +++ b/scripts/plot_minifig_heads.py @@ -0,0 +1,21 @@ +"""Visualisations des couleurs de têtes de minifigs.""" + +from pathlib import Path + +from lib.plots.minifig_heads import plot_global_shares, plot_shares_by_year + + +HEADS_BY_YEAR_PATH = Path("data/intermediate/minifig_heads_by_year.csv") +MILESTONES_PATH = Path("config/milestones.csv") +SHARES_DESTINATION = Path("figures/step16/minifig_heads_shares.png") +GLOBAL_DESTINATION = Path("figures/step16/minifig_heads_global.png") + + +def main() -> None: + """Construit les visuels des couleurs de têtes de minifigs.""" + plot_shares_by_year(HEADS_BY_YEAR_PATH, SHARES_DESTINATION, milestones_path=MILESTONES_PATH) + plot_global_shares(HEADS_BY_YEAR_PATH, GLOBAL_DESTINATION) + + +if __name__ == "__main__": + main() diff --git a/tests/test_downloader.py b/tests/test_downloader.py index 378a9f0..860ed9a 100644 --- a/tests/test_downloader.py +++ b/tests/test_downloader.py @@ -62,6 +62,7 @@ def test_download_multiple_rebrickable_files(tmp_path: Path) -> None: "inventory_parts.csv.gz", "parts.csv.gz", "colors.csv.gz", + "part_categories.csv.gz", ] compressed_bodies = {} for file_name in file_names: @@ -82,6 +83,7 @@ def test_download_multiple_rebrickable_files(tmp_path: Path) -> None: tmp_path / "inventory_parts.csv", tmp_path / "parts.csv", tmp_path / "colors.csv", + tmp_path / "part_categories.csv", ] assert len(responses.calls) == len(file_names) for file_name in file_names: diff --git a/tests/test_minifig_heads.py b/tests/test_minifig_heads.py new file mode 100644 index 0000000..15ac236 --- /dev/null +++ b/tests/test_minifig_heads.py @@ -0,0 +1,137 @@ +"""Tests d'extraction des couleurs de têtes de minifigs.""" + +import csv +from pathlib import Path + +from lib.rebrickable.colors_by_set import build_colors_lookup +from lib.rebrickable.minifig_heads import ( + aggregate_head_colors_by_set, + aggregate_head_colors_by_year, + build_head_part_set, + load_parts_filtered, + write_head_colors_by_set, + write_head_colors_by_year, +) + + +def write_csv(path: Path, headers: list[str], rows: list[list[str]]) -> None: + """Écrit un CSV simple pour les besoins des tests.""" + with path.open("w", newline="") as csv_file: + writer = csv.writer(csv_file) + writer.writerow(headers) + writer.writerows(rows) + + +def test_extract_minifig_heads_and_colors(tmp_path: Path) -> None: + """Filtre les têtes de minifigs, agrège par set puis par année.""" + parts_filtered = tmp_path / "parts_filtered.csv" + parts_catalog = tmp_path / "parts.csv" + colors_path = tmp_path / "colors.csv" + heads_by_set_path = tmp_path / "heads_by_set.csv" + heads_by_year_path = tmp_path / "heads_by_year.csv" + + write_csv( + parts_filtered, + [ + "part_num", + "color_rgb", + "is_translucent", + "set_num", + "set_id", + "year", + "quantity_in_set", + "is_spare", + "is_minifig_part", + ], + [ + ["3626b", "FFE1BD", "false", "1000-1", "1000", "2020", "1", "false", "true"], + ["3626bpr1", "E7B68F", "false", "1000-1", "1000", "2020", "1", "false", "true"], + ["3001", "FFFFFF", "false", "1000-1", "1000", "2020", "2", "false", "false"], + ["3626b", "FFE1BD", "false", "2000-1", "2000", "2021", "2", "false", "true"], + ["3626b", "FFE1BD", "false", "2000-1", "2000", "2021", "1", "true", "true"], + ], + ) + write_csv( + parts_catalog, + ["part_num", "name", "part_cat_id", "part_material"], + [ + ["3626b", "Minifig Head", "59", "Plastic"], + ["3626bpr1", "Minifig Head with Print", "59", "Plastic"], + ["3001", "Brick 2 x 4", "11", "Plastic"], + ], + ) + write_csv( + colors_path, + ["id", "name", "rgb", "is_trans", "num_parts", "num_sets", "y1", "y2"], + [ + ["1", "Light Flesh", "FFE1BD", "False", "0", "0", "0", "0"], + ["2", "Medium Dark Flesh", "E7B68F", "False", "0", "0", "0", "0"], + ["3", "White", "FFFFFF", "False", "0", "0", "0", "0"], + ], + ) + + parts_rows = load_parts_filtered(parts_filtered) + head_parts = build_head_part_set(parts_catalog) + colors_lookup = build_colors_lookup(colors_path) + heads_by_set = aggregate_head_colors_by_set(parts_rows, head_parts, colors_lookup) + heads_by_year = aggregate_head_colors_by_year(heads_by_set) + write_head_colors_by_set(heads_by_set_path, heads_by_set) + write_head_colors_by_year(heads_by_year_path, heads_by_year) + + with heads_by_set_path.open() as csv_file: + rows_by_set = list(csv.DictReader(csv_file)) + with heads_by_year_path.open() as csv_file: + rows_by_year = list(csv.DictReader(csv_file)) + + assert rows_by_set == [ + { + "set_num": "1000-1", + "set_id": "1000", + "year": "2020", + "color_rgb": "FFE1BD", + "is_translucent": "false", + "color_name": "Light Flesh", + "quantity": "1", + }, + { + "set_num": "1000-1", + "set_id": "1000", + "year": "2020", + "color_rgb": "E7B68F", + "is_translucent": "false", + "color_name": "Medium Dark Flesh", + "quantity": "1", + }, + { + "set_num": "2000-1", + "set_id": "2000", + "year": "2021", + "color_rgb": "FFE1BD", + "is_translucent": "false", + "color_name": "Light Flesh", + "quantity": "2", + }, + ] + assert rows_by_year == [ + { + "year": "2020", + "color_rgb": "FFE1BD", + "is_translucent": "false", + "color_name": "Light Flesh", + "quantity": "1", + }, + { + "year": "2020", + "color_rgb": "E7B68F", + "is_translucent": "false", + "color_name": "Medium Dark Flesh", + "quantity": "1", + }, + { + "year": "2021", + "color_rgb": "FFE1BD", + "is_translucent": "false", + "color_name": "Light Flesh", + "quantity": "2", + }, + ] diff --git a/tests/test_minifig_heads_plot.py b/tests/test_minifig_heads_plot.py new file mode 100644 index 0000000..0d261cd --- /dev/null +++ b/tests/test_minifig_heads_plot.py @@ -0,0 +1,33 @@ +"""Tests des visualisations des couleurs de têtes de minifigs.""" + +import matplotlib +from pathlib import Path + +from lib.plots.minifig_heads import plot_global_shares, plot_shares_by_year + + +matplotlib.use("Agg") + + +def test_plot_minifig_heads(tmp_path: Path) -> None: + """Produit les graphes part par année et global.""" + heads_path = tmp_path / "minifig_heads_by_year.csv" + milestones_path = tmp_path / "milestones.csv" + shares_dest = tmp_path / "figures" / "step16" / "minifig_heads_shares.png" + global_dest = tmp_path / "figures" / "step16" / "minifig_heads_global.png" + heads_path.write_text( + "year,color_rgb,is_translucent,color_name,quantity\n" + "2020,FFE1BD,false,Light Flesh,2\n" + "2020,FFFF00,false,Yellow,1\n" + "2021,FFE1BD,false,Light Flesh,1\n" + "2021,E7B68F,false,Medium Dark Flesh,3\n" + ) + milestones_path.write_text("year,description\n2020,Jalon Test\n") + + plot_shares_by_year(heads_path, shares_dest, milestones_path=milestones_path) + plot_global_shares(heads_path, global_dest) + + assert shares_dest.exists() + assert shares_dest.stat().st_size > 0 + assert global_dest.exists() + assert global_dest.stat().st_size > 0