From d6f426c186745abaf1b861995faa014b016c7ce4 Mon Sep 17 00:00:00 2001 From: Florian Mathieu Date: Thu, 17 Mar 2022 22:54:29 +0100 Subject: [PATCH] ajout cours algo + tris --- README.md | 3 +- algorithmes/PARCOURS.md | 71 +++++++++ algorithmes/PROPRIETES.md | 49 ++++++ algorithmes/TRIS.md | 191 +++++++++++++++++++++++ algorithmes/assets/insertion.gif | Bin 0 -> 226832 bytes algorithmes/assets/selection.gif | Bin 0 -> 42218 bytes données_en_table/Exercices/CORRECTION.md | 190 ++++++++++++++++++++++ données_en_table/import_csv.py | 11 ++ 8 files changed, 514 insertions(+), 1 deletion(-) create mode 100644 algorithmes/PARCOURS.md create mode 100644 algorithmes/PROPRIETES.md create mode 100644 algorithmes/TRIS.md create mode 100644 algorithmes/assets/insertion.gif create mode 100644 algorithmes/assets/selection.gif create mode 100644 données_en_table/Exercices/CORRECTION.md create mode 100644 données_en_table/import_csv.py diff --git a/README.md b/README.md index f255107..1fb8812 100644 --- a/README.md +++ b/README.md @@ -10,12 +10,13 @@
Réseau et Web

Architectures matérielles et systèmes d'exploitation

Langages et programmation
-
Algorithmique
+
Algorithmique
+ ## Progression | Semestre | Objectifs | Séquence 1 | Séquence 2 | diff --git a/algorithmes/PARCOURS.md b/algorithmes/PARCOURS.md new file mode 100644 index 0000000..e12bf44 --- /dev/null +++ b/algorithmes/PARCOURS.md @@ -0,0 +1,71 @@ +# Parcours séquentiel d'un tableau + +> Quelques exemples d'algorithmes qui nécessitent un parcours simple d'un tableau. +> +> On utilisera ici une seule boucle **for** : la complexité est donc **linéaire**. + +On supposera que tous les tableaux traités ici contiennent des nombres. + +### Exemples + +#### Recherche d'occurence + +Si on souhaite savoir si un élément nommé *e* en particulier se trouve dans un tableau *tab* : + +```python +def recherche(tab,e): + occurrence = False + for i in range (len(tab)): + if tab[i] == b: + occurrence = True + return occurrence + return occurrence +``` + +***Complexité :*** + +Le programme effectue n+1 affectation : + +- La première, avant la boucle. +- Les n suivantes, selon la taille du tableau + +Le coût est donc *linéaire* : proportionnel à n, il dépend donc de la taille du tableau, ***O(n)*** + +------------- + +#### Recherche d'un extremum (maximum ou minimum) + +Si on souhaite trouver le plus grand élément d'un tableau *tab* : + +```python +def recherche_max(tab): + max = tab[0] + for i in range (len(tab)): + if tab[i] > max: + max = tab[i] + return max +``` + +Complexité ? + +-------- + +#### Calcul d'une moyenne + +```python +def moyenne(tab): + m = 0 + for i in range(len(tab)): + m = m + tab[i] + moyenne = m // len (tab) + return moyenne +``` + +Complexité ? + +----------- + +#### Autres exemples simples : + +- Vérifier si une un tableau est rangé par ordre croissant ou décroissant +- Chercher un mot de plus de n lettres dans une liste de mots... \ No newline at end of file diff --git a/algorithmes/PROPRIETES.md b/algorithmes/PROPRIETES.md new file mode 100644 index 0000000..f6af849 --- /dev/null +++ b/algorithmes/PROPRIETES.md @@ -0,0 +1,49 @@ +## Propriétés et caractéristiques d'un algorithme + +Il est essentiel, pour un bon algorithme, de posséder certaines propriétés : + +- La **terminaison** : Votre algo doit donner un résultat en un **nombre fini d'étapes** et donc ne surtout pas rester coincé dans une boucle. + +- La **validation** : Votre algorithme doit amener au résultat attendu, peu importe la situation. + +En plus de ces deux propriétés, on peut également citer ***le coût*** ou ***complexité*** : + +- en **temps** : le nombre d'opérations nécessaires à son exécution +- en **espace** : la quantité d'espace mémoire nécessaire à son exécution + +Ici, nous ne nous intéresserons uniquement qu'au **coût en temps, la complexité temporelle.** + +### Complexité d'un algorithme + +On ne va pas vous demander de chronométrer l'exécution, mais plutôt de trouver **l'ordre de grandeur**. + +Il s'agit de différencier les algorithmes selon un type de complexité : on va les grouper par *familles*. + +Soit *n* la taille des données d'entrée, on notera la complexité d'un algorithme en fonction de *n* : +$$ +O(f(n)) +$$ + +> On note O pour ***Ordre de grandeur*** + +| Complexité | Notation | Temps pour n = 10 | Temps pour n = 1000 | Temps pour n = 106 | +| ------------- | ---------------- | ----------------- | ------------------- | ----------------------------- | +| Constante | O(1) | 10 ns | 10 ns | 10 ns | +| Logarithmique | O(log(n)) | 10 ns | 30 ns | 60 ns | +| Linéaire | O(n) | 100 ns | 10 μs | 10 ms | +| Quandratique | O(n2) | 1 μs | 10 ms | 2,8 heures | + + + +``` +Pour comprendre la notion de complexité, utilisons l'exemple de tri de tableau : il s'agit d'un des cas les plus récurrents d'utilisation d'un algorithme. On a un tableau, contenant des élèments que l'on devra trier dans un ordre précis. + +Si un algorithme met un temps donné pour trier un tableau de taille n, combien de temps lui faudra t-il pour trier un tableau 10 ou 100 fois plus grand ? +``` + +- La **complexité d'un algorithme** est une mesure du temps requis par l'algorithme pour accomplir sa tâche, en fonction de la taille des données à traiter. +- On dira d'un problème qu'il est aussi complexe que le meilleur algorithme connu pour le résoudre. +- Si la **complexité** est **constante**, alors le temps d'execution sera sensiblement toujours le même, peu importe la taille du tableau traité. +- Si elle est **logarithmique**, alors le temps d'execution augmente très faiblement quand le paramètre croit. +- **Complexité** **linéaire** : le nombre d'étapes à effectuer va varier en proportion directe de la taille de l'échantillon à traiter : si l'échantillon croît par un facteur de 10000, la complexité sera accrue elle aussi par un facteur de 10000. + diff --git a/algorithmes/TRIS.md b/algorithmes/TRIS.md new file mode 100644 index 0000000..18c66e0 --- /dev/null +++ b/algorithmes/TRIS.md @@ -0,0 +1,191 @@ +# Algorithmes de tri + +> En python, on dispose de plusieurs algorithmes permettant de trier des tableaux et relativement faciles à implémenter. + +Il existe un problème récurrent en informatique : le tri de données. Comme vu précédemment, on travaille souvent sur de grands nombres de données, et il faut bien trier tout ça à un moment pour plusieurs raisons : + +- espace +- temps +- argents +- facilité d'utilisation + +En python, deux méthodes permettent de trier les tableaux simplement par ordre croissant : + +- sort() + +```python +>>> l = [3, 2, 1] +>>> l.sort() +>>> l +[1, 2, 3] +``` + +La méthode *sort* va modifier la liste elle-même (et renvoie *None* pour éviter les confusions). + +Ne fonctionne qu'avec le type *list*. + +- sorted () + +```python +sorted([3, 2, 1]) +[1, 2, 3] +``` + +Renvoie une nouvelle liste triée. + +Fonctionne avec n'importe quel type *itérable*. + +## Tri par insertion + +### Présentation + +Le tri par insertion est efficace dans le cas de tableaux de petite taille ou de tableaux triés en partie. + +![insertion](assets/insertion.gif) + +Le principe est ici de parcourir tous les éléments : + +- Chaque élément est inséré à sa place dans les éléments déjà triés qui le précèdent +- Il n'est pas nécessaire de faire une copie de la liste +- Deux éléments égaux resteront toujours dans le même ordre +- Les éléments peuvent être fournis au fur et à mesure + + + +Supposons un tableau suivant : + +```python +tab = [9,8,5,4,7,6] +``` + +```python +procédure tri_insertion(tableau T) + pour i de 1 à taille(T) - 1 + + # mémoriser T[i] dans x + x ← T[i] + + # décaler les éléments T[0]..T[i-1] qui sont plus grands que x, en partant de T[i-1] + j ← i + tant que j > 0 et T[j - 1] > x + T[j] ← T[j - 1] + j ← j - 1 + + # placer x dans le "trou" laissé par le décalage + T[j] ← x +``` + + + +Le tri par insertion est *naturel* dans l'esprit : on parcourt le tableau de la gauche vers la droite et pour chaque élément, on le classe dans la partie du tableau situé sur sa gauche. + +### Preuve de correction + +| Valeur de i | Tableau avant la boucle | Valeur de la clé | Tableau en fin de boucle | +| ----------- | ----------------------- | ---------------- | ------------------------ | +| 1 | [9,8,5,4,7,6] | 8 | [**8,9**,5,4,7,6] | +| 2 | [8,9,5,4,7,6] | 5 | [**5,8,9**,4,7,6] | +| 3 | [5,8,9,4,7,6] | 4 | [**4,5,8,9**,7,6] | +| 4 | [4,5,8,9,7,6] | 7 | [**4,5,7,8,9**,6] | +| 5 | [4,5,7,8,9,6] | 6 | [**4,5,6,7,8,9**] | + +> À la fin de chaque boucle, le tableau est trié de la case n°0 à la case n°i + +Une preuve de correction de l'algorithme est la propriété *p(i)* : "le tableau est trié jusqu'à la case n°i" : cette propriété est vraie **avant** et **après** chaque tour de boucle : c'est ce qu'on appelle ***Invariant de boucle*** + +À l'inverse, le **variant** de boucle est une expression dans la valeur varie à chaque tour de boucle et qui doit justement permettre de mettre fin à la-dite boucle : le variant d'un algorithme de tri sera alors la taile de la liste restante à trier. + +### Complexité + +Dans le pire des cas (éléments classés par ordre décroissant), la boucle while effectue 2n opérations : chaque tour de boucle for compte pour 2n + 3, répérées n - 1 fois. On a donc (n - 1) (2n + 3). + +L'ordre de grandeur est donc de n2 ou O(n2 ) : on aura donc un coût **quadratique** dans le pire des cas. + +Par contre si la liste est déjà triée, le coût est **linéaire**. + +[Une excellente méthode pour comprendre](https://www.youtube.com/watch?v=ROalU379l3U) + +----------------- + +## Tri par selection + +> Contrairement au tri par insertion, le tri par selection a pour avantage de déplacer moins de valeurs. + +![selection](assets/selection.gif) + +Principe: + +- On recherche du plus petit élément et on le met à sa place (indice 0 donc) +- Puis on recherche le deuxième plus petit et on le met à l'indice 1 +- Et on continue comme cela avec tous les éléments +- Il n'est pas necessaire de faire une copie de la liste +- Deux éléments égaux ne resteront pas forcément à la même place + +Supposons le tableau suivant : + +```python +tab = [9,8,5,4,7,6] +``` + +```python +procédure tri_selection(tableau t) + n ← longueur(t) + pour i de 0 à n - 2 + min ← i + pour j de i + 1 à n - 1 + si t[j] < t[min], alors min ← j + fin pour + si min ≠ i, alors échanger t[i] et t[min] + fin pour +fin procédure +``` + +> En python, pour échanger des cases, on peut écrire : +> +> ```python +> tab[i], tab[mini] = tab[mini], tab [i] +> ``` + + + +### Preuve de correction + +| Valeur de i | Tableau avant la boucle | Tableau après la boucle | +| ----------- | ----------------------- | ----------------------- | +| 0 | [9,8,5,4,7,6] | [**4**,8,5,9,7,6] | +| 1 | [4,8,5,9,7,6] | [**4,5**,8,9,7,6] | +| 2 | [4,5,8,9,7,6] | [**4,5,6**,9,7,8] | +| 3 | [4,5,6,9,7,8] | [**4,5,6,7**,9,8] | +| 4 | [4,5,6,7,9,8] | [**4,5,6,7,8,9**] | + +Il faut montrer l'invariant : à la fin du tour i de la boucle for, les cases tab[0] à tab[i] incluses sont à leur place définitives. + +### Complexité + +- La première boucle for tourne pour i variant de 0 à n-2. Elle s'effectue donc n-2 fois. +- La seconde boucle s'effectue n-1 - i fois. +- On a donc n*n en ordre de grandeur, donc la complexité est de type O(n2) : **quadratique** + +[Et donc la méthode pour mieux comprendre](https://www.youtube.com/watch?v=Ns4TPTC8whw) + +----- + + + +#### Exercices + +- Ecrire les fonctions + +```python +tri_selection (tab) +``` + +et + +```python +tri_insertion(tab) +``` + +qui permettent de trier différement les tableaux donnés en entrée. + +Expliquer pourquoi ces algorithmes sont en O(n2 ) avec vos propres mots. \ No newline at end of file diff --git a/algorithmes/assets/insertion.gif b/algorithmes/assets/insertion.gif new file mode 100644 index 0000000000000000000000000000000000000000..4e34513b127e31d188c7900104001fa6f982126b GIT binary patch literal 226832 zcmeEvXH-<_x^x2#G|)hkn`k#VOA--L$uvPFDoK)n2&jmt7^lfmC8?mI@_CbnY53Ic&ZBof8p z5f_(`kdTy=l#-H?mX?;0k&%^^m6MZ`mzP&iP*7AR#slQa;1ujimIxrnwpxr zy1Isj#;R4TG&MC>uU@UCrL|_w8f|UuwQJYv=;*9lw{F9R4Z6CzdU|^L`uavjM#jd* zCMG5%63Num)XdDx!op(X#*LdcZQ8tfv!$h_m6esXwY80njh&s{mMvShZry5cZ|~sX z;OOY+1do%Gv$ONIZQER2TwGmU-Q3*V-Q7JsJ-xiVyuH15?AWn$=T2W=Uw?o9-Me=O z1O)8eyEhP?z`%X`_5}q6?ccxuz<~n?4;~B-4nB0~(BZ>}j~qF2^ypDCnH&-l5*ivB z78Vu}5fKv;6B`>F7Z(>FAAjP+iIXQ!o;r0ZAt50#F)=AADLFa$^y$-Q&YU@W_H1fu zYFb*_xpU{vpFf|To__J-#mvmitgNi;?ChMJoZQ^pyu7^p{QQD~g2KYWqN1Y9@LaxJ zQc`l|%9X2Eua=gUmX(#2mzQ6=cJ2E0>o;!PsHmu@tgNi6s;aK8zIpRzO-;@1+qduB zxpVjK-P+pPy1Kgh`ufJk#-^sGd-v|Ow6wIfwY9gmcXV_-eE6`lv-8oTM_pZA-QC@f zA3uKbC-XFJBH04h{_s4G#~GjEszqj*g9u zjgODNdi82zVq$V~a%yVo_3PKu)6+9EGjHC!dHeS5?Ck8^+}yi&@8;*{-@kwV;lqcI zA3uKj^l4#X;q&LuU%q_#`t|F#Z{NOu|Gv1mNTEboqjuad3o-1SKbr2VE2%%OZMu7(S76Z2 zJ-e0m?FkH0@(Om}72xlsq^_b85Ujjor#Fg7VcTS6Yh$2iX{4sC!axUqlp^(ioBH{o zFpH>s775ghgbI!Q zp4)y_WqaEN(`$M6&ui_Q8fd+i|L~G-7^|q+^@2y)q-6PRZPyFC^DVQ@(#>uZJ-KXu z&G&iRjmy1P-5O#=%`1xgulaNrZELS6c~%)P(w1&sdFA=7;Q6WN?Uh$w-X$}ziCI*Y z4mCvcD7bV~m5tm>kTAb!QC&XPo~rKm0$Yw(@mAiKo)j_dp{iFdt=7#eb26`sEAhj* zjlzA69@&JQZC;7}g;p{lL&Wmz_QII-DcP$M1zQch!-9f!A4#n;^4!g@mDE!F0L@7h zSc=(8I!`OTElInYK~W_3sDwf=91!= z$cPeTGpxI4SP|}yqE8@c#4=mfh?@&wg1EV)+=Ct&;WwaBjEC4&c_JA0Myru9%6);) zxKJXAFG*)>qp|AI76j4}#c*PrQpITb_PD(h2}0^Sd@=}zw>#bHxp+MBi4r{it4~O? zVe3WJJ5blc*?QKYJ2<_ulF2Te~Bw~b>gnA3_zL*oZ6T>KR{xJ_WpO)~D zP%_upaI>6q^JhzWX~RVGmEJxCGo!;6x)b{71A0geO{Y7aSCIO)vRaI44SQ1XmBD4K1@+_}Id~<3cp1<*lZe8u!M^X2*McBX9WTX02?Z zm0*Mynoh_w*pEjsiU+3-j*hBom4>mg1Wo2qlT>a)m!Zf2_E49~L`J5|j4Y&@`n}A0kpw2q zL}%T4u9LcGR-#@>j3kRx$3#SuY(3T~UYt)jo*lEMp+W4+Y?P}mHVYR;Y7`fmizZoQ zai48zl-8b$v5e2+%_lXf0;W)#^w1RZ=1+q*8jeK(l2e$ND6Fg$ zHZ}@7I|YZMaB)$%xhcH76m4zF+O-rN9g2Yg#mI2G2(l4gP+T;L|qR^?9oWNFp?Ms~nL1rb6SNn<&w9g#AJ6IZQp?v<~#P!4Xci(zB zTXl5P)n{)PYK}jA`;|ft2@MO6h>VJkiH(ataq?6`Vp4L-=`&|j)6Sj0kbdz}MrKxa zPHtX)L1EG5;*u*@OUufyUB6LLSyg@WR?Y1@cWdkF8ycIM@3pkHwRhZq@UZhy*AX5T zw%)$}r_Wfpq`LQDQ6r;cL`n} zbaI-;?LOyFb(!+B>1Kz&Jf_!(>CCi`6<-tkIJQf|;=J`CU&$g{xi`ugkApv$^^|Oj zp-;8+2&Wz(=afS9blXa|h@%3WPpNz5U|GTNN|Us`kBpasO83 z+n2RrY%4a^RLzaFBrCW+sHvWR)tPO6Y18eSA71xei(;o=e!J=Z{I{EoFctd6_)~@L zGo0BMu0M^t_M+x1XXG&H%y>-RR9nRxwtMd^dOx0c_2t2*MNTYhRAbg$w1xcHj=Xu6 z6K463i$28O_pKbb@`;Tj?%rtm=lD&Rd#5YDvY%>y_5SAflMi2i`gVuHiI>$P+4}@X zrxsMT^i3>a1m)J4I_&(+kWg6N+TVI;&4`@#ITm??*e^R-vk#S3w>kRGvA*uoKH}7# zWUhDlR{h$cujjcHRV|Ksh=g2lF2_Ea)}jASSSM;d6L8{t=JVR;&*$#rl<(->aXWr7 z@k;4~H}Xz&D>iR<`Fi)t_=hj=o_e!F{TM2nMI*SBaK*Ne_vH4zPIukt9LY^NvTa$- z#wSG99{z?=%V|lJG(V>kqn6utTG8p|Q5N;Qjx-Iwr!_I^`47@{j(qvXqEXP9X&5K8 zE>@$kE7#(@_A%B~MUM+@FFV@V1JMFh^87zk`X`X<|4`|FCn|ZOFMWsHt_rf zv3m~(3eMb#$uWi%!@F@Pb^*cnA3lEiz>h)Ayz!sq%}aHwefV+%iZ1s8q3@xa5ZQ*G zKWG8xZWzg{ARRAW=H9G^~DKsl`yb-!8rl-Vq&@MH!Ue^8!N<5xW zM;+RB87U4Ps$i{QVBwvBq3!JpG{ZzsI=wr2X=u~*uN@hbBWMPsE)8wT<~lDre!`i% zBMd?AU&AL0P^co{lfWwJ=qPA3m0L11Q|ToZOX1+4aB}{IVe;?*x4Z}3QdgJa=0@@I zq67yoQ_ADV2Y^YE$&`=~Dy2Mso|2hKxq6jST1qJ^qtw?^T3eU-WJd?(#fyLZ%Kp!jx<+awd$B_aU~C=bdK!)Tqs%4sc4vtUw2qaE-BaIver8KRZ}U2#zl@N%J-PX zBswLsrV_FY9k_hDFK&ygFrbfdF9}~;ngN0Yo5*0vd0o^%l`VardVpK0`;iDv&h=#O zSzfG&_>v&u$#W6}i9h^qYhNcUQ%R;jAGAYh=nBvZh)UDI7#4kQ4lJs)nO?rF_4@uT ziks|7&z%>2imv#-z7wGMFlg7y;45#BzNOS={B+24W?)u4rpqoUWX#pfFS>fE zc-0l*oO1Q+LKT&&)q=NbR^Gwa)+sdzG&L)<@VB+g-RFDQDbvOK_=!|6PybVi0qz$s zi9=i?qbtU76O*E^IcMGo&vLw*7yQ8fX+hu%_S+Y`g-Sw3Eeo0tuY)IMhD2ajRE2(! z_gE8Ksu-FYZOL`InG>yD^o8^@bS_n?Ur96n53GLT@cVyY_4kI~-@%F%75L|aRV1)V zFonPo5)l>#7YHmMaDKq^K@1=8dBEfWdk2gi#K18$Gz7cGW65kmY!)zB_UzdM)(TiC ztwKW71D&3p!pKNH%@K_VkEcjWQ)Fc+Dk>CJ)jSY|;2gKKq*z-o+S*dKY@r_LK0cIv z`zS#{l>PfD2M45P44s{n zCr>EPo>2w{z#c(d5yTP!8wBw{zyJaFgYxAIA}264*corQupI0OKgBj zbYBh*EwKS$x>K*GXWmfRz&w@dE`0v-_1pJF3W|XhaVK7$DYaj6C)k{V^$OUUBA48W z=tPz#X9dl8T|FvlOK%RI?HrZ3lAtEN>vL__SV@Aq^xn+=E^nm^+K0Y;t0v~>q_2v4 z&}FG{vO9n8b)B>?o~%LzdlNp|YWp$uX!%K_3A+6Ce8p?4pT3K=!=hOhNyEm~tf%9i zy4Z1JtB(|8=)`mab%xd|GLspxSdl6{tv(Knew$C73YoOs&FiA?nuMWuD{t;?ZYdkA z?hR+%abXKFAzNdmFulL+8t%+GzTR8S_M}p`kT8j=gCXg|*)90|x_!rtE?(&E9xtm6 zPvbED^8R(-)jbirUrboLoqc9Fk7L2mR(zoTP^9pIsu+I48QI|& z*}Q_`SjCEo;W(9M*^zjS9-omDTH^&HCv`qfjGWSCk{eAhhCUDyx{M`(1}>Kh)oN&D}o1LsUACa?5eu@G9EB6P&qz80t?GBwFjt> zk)g=RQ8Y9tt5#9P`})8fh3_7$Q1C%1!^4!35z3o4$VU&BCpevy&!6GzNBmCs`e|J6pPnNA`Ue3I z{Ql?gV8+B~2@e(?lK77|Zwa2L1-FueZH3zVK{_;dc#~rg-aU)zR&F>`5X?2AazeQ# z_;Y=EZrd5Ed1@{7h7h5U2*mQMm=^jDdk zR<(M9Eos&0i!1hR_Ou_&m=2e5h&sUcan);n%pzA{3uC?1%u~?00I#n^(HdUcfeBJ8dx?gcJVng_Nx1 zMcnGY;7_yAiHX=dKTAEQr0YBAqn}r~r_?uIz+4$q^v=aC%UnS6_Tdk&Do8nf4{qQ3 z^hUO{JBf7XDDzyYMzQ_FJGZ}nQn0>W8hXc$Q{5XkbniEx4f9`$7G@tyTG3U-k|}!D z86ky)=z%a!wLU^PZ>SVeo@0ysP(;3G0Wn;pE6FWd@{G^Ff(J_f7!S_u98dGfE0m54 zK?v}#;R)Q_+`PQJz!M-af`mi>8mN&Fzy^7Fgd~6xwSN72U4 z%8nhBUAri|cLPR1Y6J2bfDVwu*2@udIV`E5A;>VN(<--RgBJsb0Cp>jBTjB}xUT?dV2}?ZTqrxM@OV{~D%`WKH zQBw@q&8ZW!nHhRM7_ zRvnHoUWE;3TeOWiu+4m9Td1&cxNc_q3`BQUyHfqhuLRpI2RR%qZn~#kSlP}1EG6~se~|`*uSu z#84C=Qg--X#RZLj8W+aT`BzMipAUG-{X1>&{{^ξIhomltGdAt50oQU)-HfdhaI01QZA3*uS87GQ43$jJCHi3M{5#ITTX z6%`DCFhoR94eG2cN>0wQl(=L~19JdH2T%brRS=@0&I({w*VQ3x0pe3XW~Y7(PEiI2 zfi?gh(85x*q!b_lH7E6llTtt%{QqRy;I=eIj0{eOs>&~o5i<(rQ-jJYmd1$BMAG!J zhI^sWbzue^@)lZ>L@YNk3G+U3Pm83y42g81h5b@|oQ!zj^ukcKWW2bE?|fBWZu=^a z@|G02@iCzkVLRXCkmm7oVmJ{kGKv_zQC|CY>#T!u109E$PDgN{#?H!I&0C~e%jSIZ zoGnlEtaK$}lNH^Q)wpU=A#{w3T3to&xyYd>#duj4653VG6O@$t6*Fqjj+m<3+j?@gJTJHCt-W@8 z$a`L`a^2ZGmv7taQ%&lod|sBt_{JEjNqx#?m|@;qisbY1!R@afxuveGJnxZH^Lc)v z`|O5yM&DEilMdfn+2grd^7DMuhf)gWw?((FholC{l*!eDA?x{MEyx(n0s@&`dtoq~ zcZ<(Z1m3$~C{pC#g@;xDGCVX_n87Leb zDciPDTwJKc;dg-nJTYXrh>D7W;R0j^;0_Sk1WbTjCKADf{3VqsfXNUVN(BdqvA{r4 zQUZJd$U<{-Gr|`D79eB^9O325mw!=h6oBg zh=lNm0pYLa3c!aQKN}xT8Y(Qw3{MoTx?ZHqi6Qu4{BkNyK}<%ODl@#3B@#_ue>pv) zl58nHJ0pxQOpiCUq92!NNl4TSXB9THc%Km86c?rJXdxSrWunit%H^B8duS`GsbS!^ zmZSu1BL5mpX#%k!QcB+F`oN*_+!h5cMW4_05o{g1b&|OQLkUrQGL9)`8&f<{;Y_TO z-%{I7<2X^QyE}E=P^8`~8v`$t^^Mj>UR&I@DzGeLkkz@66y#G@Af+Exa4@+GQ)^(! zNxzzYvyx?9Xb6)XuZ&c84nr7|hPe6op~QB9`14MoOrnl*lU=V}EHdkAUFbL0I>n^0EvGC3@oz)2(D#kQ-=hItlhp1Vj?gC`1(Ol zM55O;B@xM8FUyE9B=qzkDQn;ev?w)Ye4O&?74QPe?_wftRG{h#e*zx-F=-)9PaT46 znws_MjkTIKHSHa7N<;{j#4MA6eXuLG@ZB3mxY{ z23P%1H@Z`z9O4>$9ro5~;(oZ|N8}r2V&^UiN8ei;VH{kItKU!+E=v>?xf#O_#8UcZ1B zz%c~@7h1XnAOcxS`EeTsga+UXpfUhu0HJ}lZvvhKD3O1=W&%4VAV45g0v1USVG`H` zby4K^RS|?o0EzJP^Fs!Xt zdeSP7E;1^^xXqT(etlpTgB85wW%#%zMt(;-_LOcCi*`zZTsA5}+q&&>UbnSnE=Q5p z1S_#fzr;oK^nL}Bvi>Hr{a!;{U*6(&qtpA@%J0#0DiL%nt;b9HsxrpMZ2# z$Ktkp-T&QGrI#0dAV97`QlIsK`MUY>(Ibym2W zvpf34{wSMu*P!@_osYYZ&c;cD70>QEj@-{iHcJ? zjPGJg!3|2#$&Sg2lQ3rQ8WPv3SP}oB{je-I{w^yt%e}e~)U)$ddhmGRtBXfJPQJQC zW|E)C2sesioSR_Lz2~R5hfEWpO zC9<{k zi)d7>CC8emc_t)U5p`oy3Kf&;xCr&hCfjStX*+pj)d;PQl+4ytq%dMG*A|3kS4`r z9mj;TZ?P<^t-rc8UzUL_Z|#TtP10?c2VaQ=(x*iMnWZ4lXxC7r*=cJ6hdFPYgA2 zircG%k{P~u4@zOaNRb4#1nZHG@mP}tx5fwbxl1{1+xo;c@dT;Wj6nlMl&~dnNwAI= z;#uMtbh~sJu!@$tCp4AqxHwX>+)a0j%ewkiL7|d zsfp|dG!*gqH7G()M~&Fhu!Mz$1$YP>8yk+36KoG29-if`SaEUKhy8I4mS%gv`~n&$ zGO!>C2?RwDF#{sG2nm7pRfK`S2m|vAm?8-M0PX?#2_PPTB0sL6B9;aio*-cYgdpHS z+cQPD2cQV-lY)u~5CYK$a6Xaf11yRHc)&s^5^3uK&bfXR0L4O=RXidL=NN)3(5ck!O}5w7~1ha#AQ-Z1naaukJVwcmX7C?TWv6% zL}P1;{N^&9jM|oLbhD&JuBHeglTn&)3#-}}a^;}YKKLTF}0EGsX`Q0~}*#?+=F1^G0x zaX6Uj+26m+A=w37O!7=M$U7P%LY<6o{$rku%d+D=J8m^MOa%ECG6)PU9 zf3cLIX4kvagzS(ZU5t>5vb3S}Ceh=$w)F|3N1`832xWaF z7c3Aqw`Ri5CTccnND8ItkruqdvAmn!Uv=0$CdJ}IgM>|EFe8?M_nx@qT1He1gN}BF zE=uVA!R%;LE9=@sM*nSu(S*406h^7Fqqs4g#eWxo`1epG!8q38cZKs8O)@{`^Z`Dw zSS(-%5E2+^AX5S9svoBsfD)SgLEE24a0Esg&_w}FK>Gk%0`dn$uKso<9$9w>903r4 zMR(vK5V}By7T92ii3PX^=$Xj40@#5}EC3(KjylXONOl5oM`8J#mYM*y6UG>T5AZuc z-~bRo!Vnn`-zu{yJK_wyS&Y!V&S2(mU3_aa%%Eib>Q z5l(&`TSt^kiysZajxlXn{qlVc)*t60?KGD`zl!_%v$dbRV;wqUuv?_fTWjl&4!mF>x@TN)Xq)&w~)aOS&HgH-=6j>u2uq-^n>%uV$!n#{X!U}~o| zEqU=PtP^;{Y19O46oiq`CLN^0W5w^y9Y|gaG*%dPKrTV@n;?_`u>9D>fvBr6^#EBx z)`n!Hcz~%4Ii&Fi?S|m993< z#JkZp+*&X9K{~(dVvr{AD2r3I^vtAP z&Kdloh&&l1Ua-@uWT)Q#50JNy@P=LoGk z?^mxaV~VSy87Moiw}zv$X@RRc?ow!HtqUuy`xl3QfqEgXye|2vHROU zb&TqyB;?SsZP30qw~M!p>)Tp@8QH|g^QoYDzsW?)6t zZa>alRH_dJxD@pGiTXvl2{07~1_m0e zz*6Dz#Dl{j_yVluN4^4?a705AKbI|8fOy!*qqFWt|$4=LRt>E;=o;$gR*+BR^$`|V(&D{m>+nz(3Ahxa#k zUujhhQd7lC7Lu4E!{v!FYOgM~uJu&Y<;KKV7#l?@_*P!KD=G8^FC!dI-ohoAQ!B*$ zdS*xKzMFQV4ZFliwISThQ~3m`@40r51PqD;=&>6$TKZiC-n|lVcC_O?9U)~r{KCeG zxZn_%q=Lzgt$7sfPBIS(aFp1Do;2hVmMj>NP^{h;gp%Y+;L>AY#2*?x!55=qnqnoU zGLj;9l8Bbl?sE&{;0;6~p8u5Q`WM|K!T7J4%4B{uOiZIBKx5Jvzomi=8=E}?CUVldP^Ipjw9 z_^5U-WJQtS2b7UOTy*_<%7zWgp;1VEfYT)ITvF@<E+OPsrL@=7bCCUnfITEg^~pg`?0r+S+4eEJSLQ#T6dLI z)%EsL!zNc3vKuk%L_Bq&q-MdRku`EgEVhGpZzH$n4r?K^L(QGsJo36~!lv`qrqcfU z`aIInEHSCaQ&HTl*H!Mf(c6jf}#Q(tK0;t<(B1`bIqE+Hp&aPcr(xrPr%- zm-Q-(M0r0Jj zA~5u7(JYbs4s3a^|Kw^&c_tlNbQ?y!|JcGK+Z4&Ie0>9682-GBU0CC!!7zi<;b{J) zB$$x6s=fv97THHE@+m$ZF|rp5^kbzjqUfWE95Pn=8a)fce5$NB8o7{#l6R?%0&9?k zlEi<`<%IzGPePZ1oHM>tg#~#IQ zA3^dINtyBUQv?L4s3Rsu-C|kVZKDQJk#!b8ASgmIH>XC`w{Hhg7f=WCB;W{v3cGk_e}Tchr*0N6kZH8PTlH;_$7z^15(QeF_Y#Gmrn+UQwPVMj!Y!?Obt!GIrTbe?(O^7`Gij&zJ&Vt z?Ej8pV3I^zTHZPKwx-s;u9O3+_EwZfSBW#73&V8pT~n7S5v45#ReRO-*yi{V&EpAr z;nBFWD(-i9)vk@PaVT0;7<}F>5hJxXv`dxOR+cEPwcmQg^x>EWb84d~q4 zbl>5Lyv8NR@kAB_&5n!!r_&rCVmbWQYAynJ(>3ShQXZzmnaZ`0Vey?rle<$lLY#*u<}ySHI`C15HkFt3}Jskv3?S zd`8EV&M0F01{q8km>pPKUCh5;p2?pnG8BBzfI6jr_zC~j?>r-X=vCpa7uVeu^wr+3 z`M!W(3U$)YNsj03i$2XazT3qWqt(XE85wOl_qaZE=|8Bgr%0|vvrA?$XzD*M6FB%? zis8)Rpc>T(c6^F?2|TNAXeS+O`;aBquwk*=c8<)}#99&g^M zl^wsTO_m`>QTZAdGcg_nTtj}-QD&WwS5qwnWWxtXnTbbHQYo8^O>r|kj>e4;&;o|U&;K2EY6Jx-LPEU?3e<3% zgaifFaHOOt@LPz;0b$y_dC|s(Vq^0ilJxMvCLY3^+}$bO-hf^-p$C}Lk3tV(Lm_h+ zB`%JVltf*;g&6&X3skBEJ#Uqj?*QAXswhhhrXVf@dLi}{&6@&c8DwS1#UR=G@6F8= zc#w4)D203a6oD}igFp#_QI6(NQ5W+jCcZ2s=_vE_2&1CKXMV08^z)RZ|BwDn@M_Zi zx)M}-N;H(9PG1V~tSjR4sVH%}=6Cl_`fJTATWTMy%1XZ1tbqt8K}X zq9M9m7AkZkJPUo7YZwO;~-HD=-XZl2ykAPZRTR|bnA@N;C6U?f*h@PPgjtjYpiGaKxQn(*m#X4 z7lRuqAwlMN8js(r(@(XRw%!5H`cs>Ny0<=jW#$ zU2M!d8faFf%YboqdzHQ(mDP~tqRIL=+k0-ViA!H2B+4P?V{KtRXW(k9ivz`>hg|gc zNKNS#mp|3J>~z?BD2&t-C%v zvENbhp~v~)30vLe?d*tOaEt(Apiw9YD1f~PB0n4;)L7(_CWo9MAj=_rV2I!kQAk?X zHk>Cwa}in2(asKO(}o-*#F>ym8%`DQ5Fvs9DW-T7>IMpROWP1x6jDo_D|23X=owy|KL`}fp!C`|4Uyf!ucY+*rx2e!O7ZCZp7_R_BR zcPM*UDs%bNnOo={q9GPsN?xk{t`|S@GFtr6!jQ^MeotfjTOhg@AybKaPu`E{?3=_cYQbVEAQN~T$p=1bpGtsK5U9KN?R}T;IZc>7mm+m z=BM(|izMjMb6DyPy3dG44<2VVZl+`O>l_-=jTa=nh**=p+SN6XgrnaZ%BLoJyeY9I zIp$!d9*UV@O9&NI+M)%CtVb>OeDpZC5Jnaql}In~ac0R)`X7y&nYsDjG19HT+h(qC zUSDmKqRM?;551R{*M$WyvNPnYc8CK;$OHG7F3r1KMIVJ4ZS{`%c7F`b;M#b@m|k>R zb*otSliCLE_%|$GmjX}ht!1zx5$PB_I-8<6A_$L|iO0hyCoJ5W?TnbPDhYag`*+E| zSn*`T$*H6m#b%=@LGMoYvzJM=Q#r*dkJ=JER?>f!JucLcxK7_Q940YY9ocz?=ecTd<$uETPJ~ zr%!)_IpyrxZ!oHyJ4fvSfU~5$9Bx=Z4iYexU`PQ|2@Vo4q^TRfFp|I#0&6`FA5s_uftHZJD7+s&fWk|YRsK9{>6d`;|KdLc&JULVx%1<%?_$`Wuyhv# zM@R3(U_37pC+cBd_#wqv{)e@8G*v<)YdY4zdv{>=<~W( z>y(s@TquT3(Qah=TK4N+!7g{u(nK$kUX-pQ4kfAQcc)j{Y!81>6ay!3%8s)~-c{3c z&F|c6bPj77@Z!vOz9R0_Bf*4P!7!9Z1j-i8RCqBd2|Z45#FKR~qP(~e(ThF0Edrg1 zk%zkq!csCr=&^=+QEr#GU5bt#UW?P6K7n0#V+lbYWI=iU~giAbM| z-^`7EZ-prQOCyC6)5fNRhU$sD%e!yBR9bt*^v0a@+Zu&Z-N9SZ5g}-9^Vw%_xl!{9 zDz%i0x}hv4*F)a^iDL-o^3mam`t8p@IwGlGJsln70+t&dgoTk~1avHL`XChzhY3Uj zejGsHJb_J4$T4o==C%_Q+#)ErRZ!3YkGB^Tguw(>Ex`VRgfulCy>!BW4+!fO$QS~< zosfq;F~^Np}NN`e%owqBstoH=(4m zVf~n!ioWsDTmlCA7~xgZ6LVQPiITgH=~SypDe0)lj148roNBk<;M3Q)bd8Nh@WAXK zF+A#gX+VK}(J&|V8k_PAT!t?y=W0+vC)eoa1nM<5->0@S#rGN|At-lRr#cK0b@yG#!&cMi9K#Bb2=(N&UDBRUJ=>n z);g#|+~A#9k~+87rkbL&2G?Yfrp+m1v+|he!N8%=lej*(3?XWzY|IfAmy5OsxEYOQ z*U;&a4abuZ-spqjxt51o+V%BvUii|=j&pkm(#+8F~&YxO_VM8Y;}*z zLid%4AR0H+>BDdwZx+4Zzq3{#s3wG--lbUUVwAFV@I?bFjX@VQhTtx4;E1^ux+Q#_ z&_cF>E0$Q#vYDJe;?QK;H!2ls$~|~y<;7QCE_`H`ELK|!{j{`Aiy6j30n|;cz1DT1 zF8+tJ_}J9mQ#Z91TSHlQjPLbUON~M*lrP4R0*SoZ)ys z^aklkiQP@^N31<Jc#@THV@pygS4e1 zm+{anX-&;VP~&uTZovVlr$@D+VQ_*m38o_`Mq0X$=h3-yi_n=44=vRKC1^KpPy;N; zsRf(H=31K)J;q9%_}$vskHdwy&mDD!)7_f)M-w-D;K7skAQFoUBZ2`KAM|)gPT)*cnprM@nkyp6>=!`1~)KwIN-YXXt%Z$@Ul`#Uq2Zg6wjLi`Dr0rXva$%<_As-b>GYdVlH(0O6&6;cc|(gSbY|6ptS zetPtet?B6hxz==spVgX9kwh)YO`fR#L#%%cXa9#-|2q+j6?NdxKaV4!&IEQY268Q?$w|KLH0 z+ao(WP*4B~4(dK2{B@4nmWq@TK!^h=AE3af3t?A?pxwL)b1ou?B58Ys83R-!jRe%Z z2GW}jrRfM=7#M(<2K1YNzXlCQK%IXaa$#F%dB|N@fH`;Z>vG`{b$RFeQXwL^YyZe! zgNgXSf5b#w7q)P&(Y__Y7#oF^Fgsenn5m2xQ=?w&y1f}^t~j1GG-Mbj02jOJ6mmyvfP4w`s)xD!zLfKjM34pqdFJOulC6__-F7Eeo_c%s6l9RJ3Pc$FYQ7h633p^^NQ z1ufq3=Je^1uoWH$KAG(sFR>e{85DoJfBzxHm9ANEG2gbEJg*AP3YM#q_1!j%mDSvv z%h@tonw$+ah?+0j4?f(^_Qle$uQV;^?$j|$LlK$Qt(0TjZlcLJn1h+?#|FdNlv+%~ za9i-1;pZ%Uh9dF1J(?m3tbIfOY9%V+?p;-MZj7CUj_6ouv3sy5vqma4<^bkkiTG22DC5aYHIM}|B^rjK!5=N z5~yIfBf(QzfJ;s;4~YJzP1I^L=s5%(3`$VJEdi?}AYd5>jvj?=8?Z!Z@)y(!EPeXa zZy(vPLH6~%l@2yMZ)51j(E$SHyV$gR>;d;P(KWdwNk4Eg*K zR|H1r<@7t4?9f$EgLS4(`X~L1!h56y1*`rE|2=Lc30IM6*<8?`Ixlm zo8fvnUOP5l+WWZF;bzdrWL6HbSyV%coItk8Z~c~zPfY2V)+nMU0`la~XE}uJD!FNF z!XUTk{~$m`w@LBo_2w&vf+-Sud^Mf%!CJKpv)5K~bKr0u3;leu0!+L+Yl`Lh7=&eI zB-GINyOh~fe2k?JTjEf9#w(7L527Mj7-Y#-w;dVKEbF|x*H=i#r{&&COk-CT(VE-l z+$_8KO3j-2@is28OLpRnvCxj}^zdT+;n*|XUPdCEdkq)1D(-HquA{c5&z|yJ^KdF^ zj$}7^wfv#C_3`h8v#(azpqPAmLNMa?1o>}L6N4da7rO?-cs~lb%kgZP7>xM0>rW;B zE)-C2QTUGjy_sm&FMtDRLxwdN5Xu1&pa&UAds2%-WM#o=U9+??2S5Oe{h)vY9Ka3? z630QBh9Kt&p&Wn%uv5=MuQ5#g2pd40Q^;_Nh%A5qN=nqb6OgElzCOj!keWJ&?;k>& zKn39A_w`-=_?NCyfK6Sb6ac<_>gr2M3Vi?6YwMQ+=@3PS9ucrd;Vybmzm^wZAdQaj zfYMUr{uHP;0}=ob0In!f0RT$(vN4K${C$1!<^Q;9hZF%&<2Aqreoxo{1VAYO&;nSy zTYUG90uRClkn!&y9shraz5^WW`n7NnZlbnysmi>e&1{#V@X{p;m{QDLpT+eF_C6lO zhA0lbbyu*9&=Z`HH!a;cXntTW?!R7Wu0vFK(|r2lTX)mu)+in#OLSb1uax8wCz zMJb_Gx?#R`L_K;=WxcSepw@kY@s~_**vbyp>V>e8k{|d_P4Bc`wE;aUYZDnsCc0Jz zrZX`{GfJ4t*NPABLc zjDJ~gc!5+`b0~J~LH2oFj`)oIp^p!FS=PZN3U3FiuSO@W6F8~9gFDwGd=Y!@T~*-w zGf+{W^x0SXNu?_rrI&)5YF?qV$mo+nW@xh>48clkwTEJbCVomAvh+WM1J5&)9w0}< zEw#`b@CyKeh6YFj2w=jG<{69&KonqFfL1av%xK5}@o#_ym>D2w0c-%;J*ZHCkN{e` z8({;mk^;GIVc}(1K<-U|SOqj7131713P1~xn-c*O;I1VY4?qjtw-4z$1y}$;KuQe} zJb+FRBytCY0D29Pk$~ELOj8P%_TS*T1j_a601L>)DiG?1jkq5R%aCOh>N*@C10p3t zihE#y)`yCq1X7QV+^K{#Bh!}RAjJ)^@CR4p01$Tn$$*e*XH31rdt%ISXh=omtSbzw~AZk;OOFIWGjSnQleD$6p8HP!d&dsTXVgJ5!b zid)|!iAa3%m3V*q!1EhYl5CUw3-4bNUbQQ5ig#o?6Fb2xXey;OF|Puz6%kua(5(xl zUlqz~xAVHNb>^<)=+wEf_6Yh-rPd{FN`(((GzUhp^tDm;<%>$$wgD=PyPxFJqXtXO z`AHlsY~N_WtZvvBu_)g=>rr>+2m>q4irBI z070n0?KpSKtqbeGZz!f0-YC+?xd}9i|9C41`P2R%hkq zmstcdPJnL!Tmoi^r3DZwbS&Wp60AZx$$&QG=H`NZ4&(tkK7c$RpaBj#B|e^dB`X3N zRaF2K01+@n&>#Y7N(R3iwr42~4b){dkPnd6*{4qdCBQGAUMeA@GKaA-L`ndl0F(gc zK#k`vWvgg|#E;VP-(d)U`;P!3_WV?cxV6R9l(e+FX6pEGAbYjg(nV~8lBUlmFKLQN zD=b~hDn}%mO?^H;y=to?l{28La>Ujj!zh)ttD2g#ax?Ro#W!-87=-btuP@SKX>W)Y zG7v9nX+F`K>=o`mXxZ4&nk@D<=0Y0Ar1h+qCN6lEOy)Sda$T3m;g)gp)duM4iLTrR zl#Gcece-}VM7!*|np972w-zf!+XnfmVRTryyhpdPe8Z3~S!~gFMA~DR!5~yTaGv#W z>lhv5?L+y+syn3_!qmu5-jQY-CHa`}-1m%B>Y_MV(USM1xI=0;5&bmorE?oyo~Sa} zoUK`SSYB8&+@reFxuQj`S=h)|a)319^{RV;Sxeu#5 zj_)Zo&LIE%hIF-m5h9|O*T+1634efYQ;-;7ngITQ^qC?xgdj8^Tdg26Le2)sZ9T)S> zi68)2h@d0_ZGdPccsEE*2Xu;2w_29~0nh-pT7g9%Nt(aht%B^&Luwyt)N5*xeO5pQ zq)Z(q3nWPc^Tm%S0r5+iHK;4C2tF+Bf&r00BnH@OrGmr61k4l&e*k2Fv4S!;2mFEB zrw)?^=nMbuOz{W!L%1`k<~A(V-*&HVY)VlUZ*6PuxZf&i+}zb2rzj*M*5BGM_Uzd} zt7xy`<7}zRSY+p*hD8_bz42N>R8UC8XZVJ{eB5Skl1lp- zxJ_%(TT+qGU2!E}g!78+w_#N1^SkF^bAHw^mT|QGt->8IM(N>`&44UkmLPRuTN0_7s27Y5UoUg+b^IFaF`*X7ib)W8y0{@AbKP+Y{1efWb|lw z0b~M%NuIo#H>J8PeGvsK!J1~GL}F< z4|vA$rM`4v29UP~V*#n}0c8E97;nKwlf3!qBhd(^7Ni;>% zf3S3@xzTQ|qPK${3)vJUwZ4dTXBiurA;GygU`U@H#UpQ1Hd;+9vRB#XBcYTY^<(e_x*Hgj>cieW+N zu<6;#ZJkBi{K`r)D%WubRaw=eOlwTK->`q+E7&5>f3t5!ygrP##@b4e|H;CYEzGNn z@$ULh_q8{k7rb_R3NPQREG%wlNo)$TdR(|+f3s6YT#T?Rw@-7&s@3_=m3HD}-E#|K zFvigens-~`?NZaqFUBbN_B552yx;z`h=Ls!46V>POtRZkbs_y5@Y4xlL0wA=2c$*IXfG7XXi z1VjXbLCd-u-uH zUDm(ut)jLjSX*0LyyrX5dCqfA2&dholx(k0LT6lZ_?5!=teQSX`|Q9D$vCo+XAT2J zH>x$oT=*m&_o_}e(UCwYZcJw*H5R9(z8odU5yc9>BBT!4w7Wd|0qf%Y9}K!KrcYiJCc<1h!oLVLP5~jsoq~ z4;>muGfj?AqH{&v`g(efEX+}>tItv>DsetYX}I@xAxovbveQ;Jrcn})fLir{+nLRF zHM2$eY=p|vsCcnO{24cUr`dZe0!HlGT=~iQ0zy?YbweJO8%j4ocjL+#jeK_XTFQRA z*jKmCW-aSv>}V)>m@mz_&&4_Ii`|aPs-hft`!Qq2D@SDWZjjIZ zF0@cWEaoQ3@XCYRZ#9G#xJs?kXkk^Yet%?x4Ws$v2vhucVJJyYZYYKt!Efgys2L(2 zm+^oa5t2snkl|OuNl7MTJWB^>yF#wz&U#90*fZ&N~ z7g!WB>_N~W7`FKQLm)Cp8E6%Pb{{aRz>tFFRQx+Y1HcjR69UKR^wHr13X5ndrBUs< zkWzXnFpD04tmObHrKQ=7L>v9yqLw%=exk!E<1x*qNZIs96`>4QI`D^i zL^(S*s3D?KHaQ@TlB3rzV{t61rdd%oj^uRQydlYrO{=<1b=JTp<7Q@?s%?pIaTTXY zf0en0ihQl#NhuT8YE!n-ho2IUuhU&2C1%TTg_%hqfF#+`mH(Ub5z5J`yCJ4G1r^*i zmua7?UtE5vNcCu(N^x}RUEj0krbk^ybJzp)TO%~2O`bnEzT5Zt){|FbSgjM-0!atP zdD_BqHb)&V@DpTLJh*MYd&wTBm-jaOx-qHFika6pA?>M$#MbGlJh9!sdNJsYN%JY# z9@#eI(fn|qb4Uc9Q-j4RE;Qt!vy|M&R}0%XBoYc+%t*ycJode)+tnc`wtVB`cqykT zUY8W9h0;kG4glMWe*(51B zyqI~9cgA*G0+D2h3v7*cruWGI8ysYA{IL=SEAwHj0Co*QrD(bVKmi>D?N$-2pzvc_ zU;P|Dg24(pO9ERKj67toaxw10a0%u21$C-F5WvwUUCMG)K zRxMCvso9yxcGOBTeX!P_fjKGakp8LIV0CE%RRa>s;*C z6P_`ac>(3;-Mgp?nHyJ$sjnogzP{;0wp)HwTtG*m7sqh24J(J*wP#wUs=UK~0VfI2 zols+O>%`UpWeZgjS*u9b*pRogNtyeK_km(TcGZOThA6zB>(H&mj_Hfzq7$|G8yF(F z;wN8D@Fg#46OLyh%BKn}^7viil6-fze}o~Yn%1C^=;z3%8{~Gsc}ifGXng0khfPh_ zB07PU5Vv`As{Dc2H|zRx98*}BisgjWJckph8T|29TKZ9KDS=Xv5j$1%+8o7{4GB%@ zY%CF8X>y`Ei8ymM&xpo7#_MBkMa`^uTjBE4gBZVRW98p;#{KCu!F#K}bCiwq!%+~D zK;AJ{@&cL(oWuh`nF}L;A&8WGLl3oYj!wi&^x&{@8SS)jZb>De3J??sS%Hg2tgGQ0 zO`#vp!yb3tx^+NMV4I5+6$m$loB8bl0muOgo-fd6u?iUE)j%s2gdqq(P+bEmvj+(U zV$@+f3qucD!NQaSpaDTzXs7br+rHH4s;otLlAbpR88GRi(hfA!KBKz>Sk}*D(_{ z1BaBt9%GwXA0#pO4B4f5~eWaEgWN`v!{i03^8Iam`M zmY;HG9@DJez5DrArj&TjwMqw0HV%gbja_&uU#H;57^l*!G1Zs)rPuwnp&*O2*Aw$- ziQARAcXmoBCowPHW=yh`yEO12ha>nPKNN5iI9FFV_3XmA$rNsia_BkY%6|1uVe~!! zHkME!)5$>@Ro8(bvU$-&2cJSgQ7gmO)Cy`aGp#0yU4cYNR@3S2WyvNEdf}LBb4QYW z5(0^GhEt9Z!cocjY&6@(RB?>z@B^w|Dwbngn0dkvm~k*Z!pzK!fCPpekVTOD6J!x& z?Lgu(l&sMAfG69BMoE( zR=soQ8UPQ-QA$rsgY^tR2oMlt@q(cS$*!P`pbSv}49wDv!Y(jpCqfb69VjCSnkq4V zfkmc+gKO@>1-ZJ>AoKqUei#FOv`JFU{ZypAi7Bl%AgC=BL0P*$mq zGqZG%x>h@7(`MU|;be}h3BBcT{g6|*8;4$Pg>AAPKE(W zzMvdGC)+jUVRbB!h|DvqnpSvb~-Zcmw1rMBANp$4DWFUGc< z-E9c}x%b(~V!1dyV?(Y-tCTttxPF-}`yl8qy@H@RP#DRys_*uZUvtP#ZUV~^1`XM3 zW6w%OXY1DIN;z5?Cd9UTm?y?1^ZVu}WNvw9=q$(NBACSK*2;?$z1eQguWQ;wWRY%W z>9kZ8!C5eHDiq=f+8=!Li&B(rG#j&-4pw+O3JMr@avOY}VBoV4em0ip{)1+mFpQC` zpC3jtS2ckW2HIfr*WC+1L6Dyu<@6w31bIM!e}FUs$bnj-V59-^0TL^+mm?Gb2!UY+ z^i^OQD4qvk14I#|h+u0QaE5~|9Co?cSy`a3BEo^%ThLM$qa8>Qfzbu_x+ujHTiC+f zf`%5@)*|qLoh{%8L>~ZzAaNBq$6Uez;DJ`PXi5S6_!CpgT$1rG{WUO>^*hAf1@*V6GBVslR1&dp4FxUAX$p6aG!_o>x>yQ|}En=C;Jk&aSV>(q757^+Arf*ujDGQJoKy z9G@L#40m|hyO7sLFzdd9y25$OME%AdB5O{q*Meo!L=o?Fq9|Ftaj<2gx8cAqyO_eI zVmL*Fg^3^bxb1kp>JX#q8yTNU60@8i^QDKKuRR+b)B{Lq1-jdsZQIzIc^E4A*ktnW z2k-N*6XIpwXOqb*+r;(Cr@_nZ;aEZ}QB0kz8@N9(>|Jh(vdN^UaiX|gzK+ zveP{Eha)X~f{#RHQQB@fa2e$vF;O*`VBuZ4(>#XhzU#o?YE@QTCqY5phLRwoL+BM~ zS|!t%LeL*5PL{$OvU2M8O0}j^m=tM&#r~t2=JG54UAc8w2o<-m;oRm2EwJSbkPoz< zLAAFS?Ld28L_QX4YJ%4ss0KEzU|K4wUqI3a(obRAiyCf`gbIKGJOd^aSo_jv6xzZU z%_&IwKs#R~r^1#72nXN?5s1-2i7l#tz`f+ z<}Q3;JVDs-Z#qH$C3yJ59|p8=`w7wFb55COt^`$g%RnQZR(N~5k6w7o4TZP08o0JQ{AUtQpk$#(9`CFEpPwu7;5hewfn!+LGwM9Wsld6u%l?(ES zmByqlbDCJ#EM4Z35ooUBbS1qk=$*)^P6D@>Oae)>Lvy3e8j*lAGbIs%0!lKvER%Wu zBexFN{U&&?w4GFBDV9(nF1%!6b1X-8;Y6wWNLRbIA=74WW`P5XDnARxT;uA;KH$8IvC@ z74q4(KOvg?(v`=&maGCR_6TguXI#ndK5EWKRx>2Ti(C8gtYo0~WVa@GCM8!JTi_W+ zb;VM%V#pq3J>q_bt@;QpEdE`zKxNrUYrbn98|DWy2>Ab@-WKg;u!SzTMPMldoCEnp zptuFG4KSF2=@bYD*vydHfws9Iasbsp>M4Q{P)sqm2n;3w6-XsTZgaHI#XtfX&i}B@ zMRN+)7zZeVbPfa|u!4a-E>cP11{LjbkxyhUY+zIaO)F?r0YMZP#-Fx{{s9vH$G-*4 z*zgl#hS-y`Vj(%IQ3?xBF};>DOvH$$c?cIrSjlB|L^8-r)cG~Zv@_$x98T!>Pew$^ zq+bXank+Moq%I3}+xcO!Ut2L_ki2&PY1qryWLnEP3XJ!cFHL*?K&k4ORHmzUp-Xa9 z``z+c)4D89pXuZdIZpY2fv(}>LKR|1yH(Hkl{;7eq7Wh%(_hioRM_qLg_og)Z$)aG zQQF%2%8twYcJ324vdNFDqn7N++VW;3idWf4YkafNiH-e-T)uwE@`}%0#wY!p!-HbAUtH{xr=_T zJ?_RSB<@WI(++(6Qg%+p)o=xia7tr~luN8!-mf_-&IhFI_22MBol)%=By*`{xw;EA zI}Z?&HL~3Ii0cg8e3)US^W!uRF2V1F!*ia%gFrxq+lW`TBu+ODL@Evox`*Oeo~}x z{HIX_z{B$=1P^_|qn^SG<>W&L#*2)pu+)uPI*dAPRZ#V$m_%iMr6&>3Y~@lM^bFUS zYPRm21JRCRXnp8t2%+YUIhn*@nkip5lT|5O&KO{+TGqEow%YA%+H)mya^3DlhE z$4%e^p_!Fa#4WsfSzknSPM(HywWS_M9uK2#Ar3FynseKDbgFP*VWZQ1E@ zuBeTLQQ@lH_2;u+N@qO$q}!PVw@_NP_P%?%f!yt}JC<)7=P=cuO>Ka>YrRHRer&G7 zyIYP_+YagQ=y!e1vKA^Qv$#4^%@bF8;sP3FNxFkLA{#ECAo;7Ub`zP1qcpCnc*Bxt z&SL4}8O^D6Gb1{}^hXJ%XivuiUCCp#nG zWLUmYUWM(+z+bM_4VZSviMa7@=9v-<7_^R7J`?KJO1gbH-O%JjM`;w-0*#c~S6%YQ zM!E}hPTw`8L?`lcxzuh=xp(V{j+wi@^jjb1=&QAxcNDA{Pw`e0U7w+&8m{Yj#7S=T z(KR8_Nn;)dwks_=#mT|DVW2ipv*=1t_r1lHCl1Q6lDK6BH^d!y#2c9GdoLzHU7FGS z(c$*(HvnY)h#t3d2 zH^$a2PV>V)uyrj^58xe`p&eE%b0Go@9>~xR5P>!;*pz~lQGf-oj=^#k2nZ&Tf{hGG zq`*Xw`T;-z_yE2!WIhE=6eboJS3uUlJf~pZ04WsKufR3nxCJH?w0;G{DJ)b#*+2*Y z!wJSU5D0)v45UyLiUYQ=KWtOr?V~)5`C%6S_o=^Rg}WFF2KG?^}{?6+s~B z^$oAWNgsY$+tF%dbF?JENc$>FWq+B=X+2e?@ez{pqTY6OPsYmLnpscf<*9DBWs(W( zlX{IkxzE?s7u7y_xrT?0mD40c;lvt^XO4}Bi7R&{wMMb6*e1E+33-1&jwGjDh3*>y z>xfcX)3(=Sm#0@25Cy}>YYJEJ+^BRmlQ`f1mWy{uzItWgV9>_?bK1Mqh$bg;cm(sq zKUXgOPAf?ek>UM@ z4|m?^2z%JwbZ^4He>1jW7tS*3p}#qcbPR8_*d6zXpdoUo8AOgSv%p=G~3g!&Z zI{y;Ifof;rh!$?5}zQIjz zFSdE1rE+~grTq$j{hfs%>lh3;h=0In^L23WTQ~r?3`ug4>3wUvEu`8u#A@{n8--7 zmIwVjiLE4YyNspzRz+7}BTLsXC6 zu-Ir7QP`=`b3%H7*5v0-{@(5a18(tt|C@5nM_qUf3|!jc7)4ieNk8=O-+23U?3r_0 zCI=g%8E2UzY?AfPR2Am=^;8K=Ju$*dZ91%*Atk@|VOc2Ot-C9qrgBR}Yif-TZ{E^% z-dVuQ=fYODbS6>t)v5_DZ(XmSFQt$o3N7xo_>>epQla|YU8KKFJ>zCs##ry^1I1}q zSKzoF>n*yWz2Ni0ktOzF>|u5krl8)F2X0BYjdu~*VxNwaGD?Diyza%`QJXs29>K1^ zMJ0jKaEGMF*i*jy()v7MQ5JqU{#*SyieKDq{Oks+iiA&ZkMj1xVmp?=|e3WJTsrZlm$itYqrqn;5S)Gkt>IKaMAi?Ydn1rnG->!M3rD0_Q z>;KaWs~FT8mmI^tNyWLfB~j7aGb>Z}^wCwC zjxJjYBW)jAhN{|ji~qBc9Vy&u;+9|#PW!cjbu z@0{G_`1tt4m(yAbW?^FW?j2Pg!#7fVyKM$7q@U&#En9ruBw@Ru0ZygCI`_=Yb!Zbr!2#tP1kXp+bDq!{W>^zddZLQK0GHGA6*HJwFtS{`P7(K5T@R zN%UlBX#C}?k>`W2C!b9`diy@?-SlYo=Z_D@K3@EER#mDvoSB(7MJF}^Ldr@g2X!^r z3XEn2jb1brmt0BPvpk9aSrl7)is*qa?mQ*!sd;MKUxr#_AMFy=T6>`;h}Xl?S2?~u zlHp3KZONV_uGrI0D-I~D2TyThd+N%`>F$|Vn>|kMc_A`_i@vhc;3+&xv0>%zK?pZ9U z5+cSa(4OK&aPNFRGk){^0{|jv9FuuUKm^mK&u8NWUb47I?%Z&#rmur<0a3||*v9&7Ejhx zeOXpGnq{Ta;LWL4N;1q;O!FSg5npBDqpnMpism+?mt`k)MzfMRYQ_q-oO$--z&|+k z+caL3AWtv!cs^c|VXE}3^oNk6Bj4m6Hr%oQJRZe^;=qr?0XM>~dO+@xBNE9R9P%6- z8aSLP4-e=*08;2!5I_pXH_X~%io==Xa9%i^I~P|tfv}sKJ48+n+gGDaHG(QywgJ6W z8wteT*499+fLEbV0}zD)zW}@dxuS5mJRB}lT)bLUwL)F}f{xBr9PS1vUmhfNLx)LlCe81$XrF?YZ%6545%4!JLSS@5tn7KspVL zS)gn1qph90YE{y%U0;EyA*7=xF!gwP4tsgg7~AH}?|1E*g$f7w*|P^)Q@=u{3;nJ! z0wk-*$e8cBEJ(9P`3nGrpjE-000>ny5R8td^{6H$(&kDuQGV~`1`q`J0}cne70i+d z0crV;y}ju42)uk~O*VH&Mx$;+L%`lX!3a4z`We_89U0MG0SuBDhx;p!@E2Oz^FKdP z{xiDO|I$AL-E_|Xy>7ZS$E)bwrfLu8besPEF;=v`rm89CljT9^Hhqvt>o&cRf6BWk zuYD(Un|4)QFI;gzQTRj9O%tnxiuK3C1YX?v?RbEU%e|@9eWqs;ct*yB8P&*tQ_;%LevYPt&;6o2CN;3WSoEkDR zka@)HhPTE0kt+G6nhNg?J~%$Pw%b0ecGYA%vsh`w6~kfI_{U*{-uTwN46&!;a0~03 z@Ibr0`@Z+4_~=3lV=jf1!l#GBE`9LX%g;7yE*9S*7mtg)DffsIj~g5>N&9GFpBc|z zV3EIR!HLNBD^hv3D>$?=@RL{ERca!cgt|$lk_-N9MfR(AciiJu zrw6?Awoc#mD?dJcZ_C+N)As|esJ?%&^Ul`y4?~_Ff6x6W{QaxxDNRaf_ZCX#jjvchhZD<1c z-nu;tv7+#^XU|9YiomyI&Vf8KUV!BSnYCaYiu@LE9S?dXGJ+$$5_TYP$qE#E7AW@j zW^NEJryxKa`h|`h`2tb_{6K1GMFnUEw3b!+$r^C&8(m%C8i$V!+K_-$FamkPeSLFR zrgOhENFjI!-y4)9Ojii7-6{IgKxsFq1>Ypg`Lb*L@BQ$s{O^5u{!og#GM75H6!oj1 zd_n!m!L}9n)l`n93S$X*%AdMFXPn+xkYSW8vFco{U-aQ$uJoNICce01w!Z7I>Ury? zzN!t)4Ynm`e}CK<{eEB2n!s%ZLEAV&v*eNml&_U6%ai!Rnjz|x^vNLY0#mjH(O`D_ zqW)(r!LLf|Z%{|XKT{s;>$)Q)@u)s5|K;U7lIaBwa&Pax%6qhTrta(!xhRg_$G^T6 zm`Yqo;&mz9_j_hn7Q0C=wn5`oIj~>qoG9b z(x(x>9_AnSS+J$i-0(@y5*uM3QnO!)oWZ#`p_G}rPDXKk8Ig!WmYBvW&YF{o<+HK| zZgDtw{pJo4LO74h0Vi|bX2xi#s1BI}7uYtNr)$bY;WI@^Q7LOAY?B1yTy8Sv*Nflp zDJgy6*37yw=G?K+GTbQ&+qx7|yG;A0Pqu}uwog0+U!Ni_GNQh7T~w&8YiqIM!?}h< zmM_JN%p_SBR!=muzBOzOW#9{M;WWVEjoSo$tKYO6OvRbBDqQPn;nJgSne1G6evrVS za2Y>o5kD&Zwp;7YL1uQo8p@UKVE)O;8x&^Mshh?^Tc>)=7apJLwOaCO>Xwa}>bpJ% z=dFR1K#{>*1!NKV65P5r% za10(A6sZEAi=x6pSZqOt3T(BI5JTH%Wo3Q)8kCfLEiL_u!XRNVxo`p0WVA#_X$WYy z1)B0-ZMB-4X<@OgtzV#v8zN&-urxgx0hDD}uEXcz52uQA?-W6u`LEv+{4f1h{P6$T zF!eD0G#{U?v%k?lJ`z^->Vp*Mja=WYdvfS-s_aVB&mm7oyONb(w01Aecycglq26rx z;@Z}p(#-{F33~4=mu&XzI=t$9@Jk)0597fPPsOLg$A?{V_7f8qS4Z}aiN*tEX?zQv z%#Wz~L2u;Eb>_Ini_6|WQ9d&JsXnMI>BHOcTh0xH(%58HoNzwLXhQ<)gwm0fiuGZI zzL9SAgHepQ5chaW54|(tIcaN39r2R0s}fj^@2;YeXQDaRd=2TR)FTk!|@SW=bEOTXDwW zCu8t34`z;Jk|hQnXGv)*k|f`9@*5EYRCGpSErvVfvX@Psy&`dVe`FJLXuhjQuDn{k z`~m%s@dFE_;r}b4P^KuKRR8A%?=S#r71k0OCBXw=9Cv-eMSk*h=_@b+#*fk-Ork^absOj-?)Sn`DUw_ zr}spo&_*_`EuP{0n_nJhNh`wRImoz3z7!8>o7`5n1GZI>jZMZpmI*xrDWlu`x0$5s z89%=u-G85SVP@O8BgXh%b;HYBrVAg1I-3Uu2)yDnuQ}dhA@pV!|LWaQjoiCiSHx;L zjB8xcig|gmL;99Y3!})6J|lFarl)$=bWyR>e-47#fOwEFFJ{r4~5{*aH)ZWBEI zTN9tmfBrM`AMeFQc>2T90sAk6Ufj%|q&u`(TB`3>|DC>p+fvd!L4sUEL)^n$+@r%! zpS*bbD1aSDw?Dppy`5f>OUtjB&9;$}Sia<=l-0As#z8|J*76WPmO*J_99x;yPCt!R z#;N?vsy+z&c$sASnHy;&YRZ`=O0Oxf{SZ^ut*Lcr;KEXQ-wWA?^jl`U30mWMMJtm; zUqv}2_Li+FkPl_kPIe$W99!QIMm~01X>DrA7d^QxnJ2wV^5rI_H@Y3eiESCAoIUaI z{4Q;&!I@xX9D#`-sVh}qgKv&!SRmYZcDn!*gUm|k*q!vg;-a~>KB8#x)9Z(S*~6qN zdivR|3j1U0ubr!VK@08$d^_{%K0UbiJe^##OVWdTJF=BGT))sj5AHo;eG%}Dp6X3+ z0%=L+mL$@D&oyyM^YD8Pift?t(>E!WJ~hum(lz`5xqT8x7l3)-uS3JlArBlj54 z8VZHB5=UA0ka7=erSBcNw0SlyjmBEgFk4>!_4sib|3K@Yo}RD${a@*=7TB-rpZ*K@ zJ^y(+a@%=%zIEhELq{&dFm0JM%qTXeBUgxnQ5;Hg1?(4c&rF>hTEfWK7*6OXQ9ae& zo3+?Ww2Wsatc(@-l#3f?$R(zW#SVphHkbF#&Lp?xdq-)?<>#z)J2yqJPwd{mc9VQV zqJ46eHCca;=Z8>og^jXts<45joPTDSRhh0FbmUSiS5&#};(gsrnS?8<#xJWq~w zuAC8qUIg zyEQ~Wb$w~RjYfYv_YdpFy@qw;{(q$Up8@RuBh~*dq+-Ka|L4EIad6WEzBcHuL9wpj zB>~OC)YLTG$q6#gK!!M`qJk|-X)Dt2$~Mv1#ugcZSd5BvJGnXqD6l(ufb;; zKG4ua1NBwAcYlEoG>F*r4JfQUW8&k%_fc9}3PJ-4g9f<)VoJbA3tP{xNlCPiIB3z} zpe-tz1tA)K;8T9;6bR8^06}sCO-i_T582cHXi0nb4!rpQzclyjKj(k_pI_0B{u5v- zvHlO6N`~k>;OY3Y=PzEqqC0N??zzu;GhSL=qlXchIkbO}aKdD zW}!KnlGb3YdsBTlrYld~>k@yUA%T-xzdSCV-#B{J!LtrggU{Z|-*l6VhlZTD3dc*6 z!#Ffr`zq{R*~KEvdrOZw|EA2*ICD=sA^WJa?^e0{{Rv6954iTMSNm_@b~|Ot%daa% zdF^~|S17BkR5T-AI5J(t^kDtKaC;i}3i)==$(j>6stj)nTu(3h?Qp!v2M_YpqMJwe z6j@)~ti9P;B6uPn`0mzw+Uv_tWfal)?yq<7Ko$nrF zNR&`Axnr@RA=>E8I=hfJhc7I_|1Nq_esar5*Y@8f_&$G_xpC*$BbR^u@MZt!!41FS z1pNjhe^`qRSs!z1tel5O4u*P~HG>}94Duv0Vn8SW#EJZsB^8xdqkW>iGJ!Qen&N6o@6DmtJ^Bsv+hc1WkGJYJU zB$w&>%DfvZdTJ-5%7$~t*ERRKJLWN2P$DR}6UJWqOxhVD6Zu{cT&iPldnG2-?F7BD080k8)`tqeOpJv{^czol>wb6`X z4Rj{+^Q>Y04bK|9pWr};jW!&{ffwqpwguRmhEW=ZXhlVuRa03RzSPmsKMVcSwzhxu ztiK<<&`g?p_Mp!+m^5>9bHPzQ_cQ%9E^anH{@Z8z=+UnyPr^qT*~wuw3=tn+LF)$( zCiF<&xIsH>xpxoTNN_j{4sj6o;VGl~m!JFt{SQ9)@T^Vd^I0D;pr7i#dEKujOh48A zD7yZ^fobVTde*Xjhi9P{iB-yPaIgt-lLa+4_Js@?MhkM47>=qdGRLM%7o{F79U*s6 zuRB?4Ch~4vygxBSY?JG)Cz=T+`$!^|)Cvv;^(3yc54{T)a~b7u<$!^hty2Eb@@ORi z^F+v`S?gHfxVcW8$dy5gXx_3!^7q9_2i;#x-+yps*ZGInjydBtY%_i`+pja#I=ID{ zn@>&Ci^$nFz`Np%e5hvK)!cN~ipY}Fso+3L7R+Bdz`(+12U?Yzb_`Qlr0T(o>cPLU zDFs2v)cLd97M$4?E38-PH?g)Qk^f5gL8r;F)&ut~)#}c@8}B`|;jxZO#aA%J`+Rz^fx3KHhuLn~KB$`9& z@Lvww&;y5!AnO{ym>?JsX`X8^9m1=p zYin@8hHhtJu}6FL->*Z!?}0w!sO1fv&qCMRT%F_}Ji7V$SMap$|HDuFqz;+hKRYUK zFf=63Nq^cCTw1RN6*&3D#OdXd6^6|h!yixY#d(&}zS!a)D*{L!XZK3W<4@Z34C|z1 z?+a*s`o=3d#m=s3t)icgWv2K_&-+VE61#GY_($tmvrDbEN^f~Yl_BCIg!ENEzZ9H$ z!YjsvV~NPzsc0n4$W1AiRIL-&ZdJt>!^{@f-&(6ow9!b-m9v`9IozQXy6S2Ak%XxU`5C#bE92{&A zU=B|m*`LAtjQ0QFX#V!jv8fxKjKL!ZpE6w#r=49aTlQ__{zIcY)*B5k9B2Xkiw@2( za2cbK8)N3*2sxZr)Yig@>etJcA@mOn#SpqfyGeytee2fOJ9lUg`|)G6uBX|D;RyBB zE94hOPa5vLzJC1pvpwd202%PkEr0Agk5!k3`?A}2Zjm)_J}4q{pb}Y5)rZdx$#L+B zE}*^hH$ps|YR^CJe<@DM(p4I~Z&t&*j5~WLOSf~4bZIoJklw)omSS=&gW@LRodM=q z=~9Lt)eU7w%~Cj)RH=+Mm2{@VS+>m^yP>NGRMr)gX5uI~L2czhF(vbb<`PUCQY2ho zDOa%#=Q~}G6^wX6+tZq-k{plSS+VwVk{o|<^#ECcCEwtHaofG$rllTU>Swd-j1<{% zk(bAayy#*2zSFlk^=+@DOD^MD=ybvB%}~n{mh$X?qElmCdD?5w;0!g-1{HRN22T@W zcuDkilc;e@Pgj<(hNl0SOma;QXBxle?o$sl!agl`dM~$aq&=R`?7CP(kk_@61L5nf z&h2{8M=O#2wr-MKeQBQGdDyo|E^oL$ke+og_21$nwPX9PATJ+1DZiaN1N0Ux^4h+2 z>-KFs)OP!C_TTE`?eC$sJ;-+v?e7-R{tBQ{AyWXs4=Ah{x7|Ek3G? z)zt$+)O`In;#6qAa}RJaxHx#;a36sQY+w)qjSXgRaQ*;Wr#)}%ZNo_wvWudYS0L(B(YSLy;Bqfe)=49H~b3QxWN+E5dlzq4e6K?I90E7?!IsKtd4Ew&#n zNVx@;Dp{+H|6XL~EKS~YP`A|>FCfdlZ|z;B(GJ;VmPA~HU5RC`uE!g5cU&Y+U}^O2 zUPGDoL_8%{=}->gS#Nnwfqbl`V@_X{%W83p%sS=D#8nrQ-Wg}YKDR(YW@*Hkt@09Y zG(+kSt+Y^mcs~8*@WW#YESXZ_Z|r7p#Wh1M37mTpNG{b;v_;$D>cT)Lp#^$=v_+fm zwM8oSas*;WX)h%qA+AcuuC0Idnx{FO3!Zk}uU~lEso?zC_J>A$*?%GEj|V(%`-cnV zd41uJgumzQ`OL%PhF>u(4jj^bp_c>^ckl+HfIZZ0gifH~>4Pf}DeN$@qvLV#ro+J| z97Ul(3%WJ^n>QV0?;(dEmXU>0JCQdX1bVEA5j94mfGoJ>#4LWm zfG#VMpBt(0{|N~m9=Fe*eB6KkJp6A@GXF{Sd~Vy3<(9MFDJEp9rJu?hhy#}tyfTQz zf!F3UG~$KQH+Cy59%=5RRyw8mvl=FqWO!X|tWSJPwLZLj0bane)~~Vz7q*%|!b2swt*O;mq8p^aoX>wX}O(@{s!M%G8CvA%F{>)Mk$4Et4A z{9C6&baiScE4#C zd0p3rDTafa<8x5%i!l4UryYDr5kmr9aolUg-oNG#)!Zz`s>D>MVVE>IcFA=aw^9tA z_x9qd4Ob5Pt2-)jIPpKWDeelH%-i?dnFSU|X!fI;{>jU$%DU!PV#SPDA8L#hjtITuNKxzEm5J;zWfBCK<8~CoYkoE^iZ& zq^uXjF9!j?6n1TE&qF2!fio@K`no+M5C?Ac!@{!OV#1y8yuk)xPEsd;2MX(i&NT2A zgRF_i#iaMFT8v*4ZuWl^BxN$?g!L=Gw? zL3zI@mjVPsa2P{;Crldv8_2oiwphyFkZwsIT+%@O}wObb;u( zTeho9wR3Vk-8xdF)a^w?H1N{+U`nFI5~c77PrV(_t&bh3edMX#LC6f-zGpc63Dl989&l*1T~HTb)p~ZP zx?#H#FRNj}?|TpXzuPZz`9_F8-XkF3b-^RI3wF(~;~2Z^N>*)?Eu_VBrh9sez%Ty}Y<#f(p2j&(b&5bR{?K3qGy_T% zQLHbF7jOuN@B$seAlG?t(M;6E|A08;#fb&8hN z%;hp-ix$fthX%CvJP7n{&gAvrjmXByyVF`)sjN5~dKxD?gMia1{V~m`NNHM~B40Uc z)ImrC4|l~?$R?YlKew{HIu>)(P}$VPvhH~=iwkpN%7_oU=t;NKpjS#)Hx1~{%AD<< zxaq;jZ)lTR<-M%R*Co@_CS>5`iWLc}0k>oZx|UEkl-nd5yAu{(=jC0=>+H0w?&QL= zl%g|%CkfZ`R5xCz?zvER+SfW=yTw&j=6WiZfb|2PYaiY%ym{){P8$+43yD|S=}FG> zPj7pV6{!~V*hE_TC~@taSpV|e(xU@5cVf&>9-S=U63JUUeS%fDPgl)6p>oU7sMJ@R z@BaGrqq8zEjHI7b_?~ z)4$qvYx~*+q2*@7_DN&$#bja4;zyB-PPy>d>*^1;rL7kZ#3g9w>e`9nq$bRXT*li; zkpx`5aA~Tnqq`m6VH0H}J1N1Ni8q@=BPP&1KXNSJ`v_UN#vmX7?PfskU896**6JlS+);n1Zai!dh+UW#FMd$u&UQgldOg!d+UzeyET*}%kjeA6y! zhvxD&x0g}TE0}m@Es3^rZccr!`D;vyGYuo-GfAAK7xurXRjVioRlXEz)YMV1#NJp~ zWJ{*vx|SoPuDXtr(FH2&Y7>gq_5^u!A1dBfb-)_U0~%}v$?H%_S!-ZN)q z(_?)+O}+2AUqDIHcSy?X%(J1&lf!bV9VUz#>5pqzG|o@^kLSOZS@$K*ELtTUDqx2W zs?1moFHTz9Qs3?;#~)XF_RFKJCwDhb;qc6|ltv?$=66Dece+(NW{O&NOEHkvRiA0! z!M47*z)mnUuPBaVo3^9R>%F?2ak9Bi#fh0>{Rd@Ty^GowSWy}!lPMz1eB0A06HG)- zjsV#-#S@XY$qZzVr4fY3Jg%jp=2n_9Bzw`5vDq#^u&A|w@4F1*K0jCjEM@LI1I1`) zl0oq>;@{^PtaboK8bnbLKLHd$Y2nyNgT;emGYo221n_|Sd=NlD{eZS3*oLC%1sh$k zJaE`_Ae95nEikko)`5EBG0_7FrNBeLbO=xZJOn@jCK=!!u+#+61Gop8UH~Uhv=kr& z3c>pW%>aiID5em=iRm7+IH~`<^$=K!`%j1^Q}3bYNSJEu$8YFeT$LnnJRzT0=-nv_ zJ&T{SOo%wPbe9hAlTmmaRdMxk;z&?wNfMm1+znV_bO|A``XH33EOvoyb;3Cx2mRQpCIC$lSFZjX2H%UDhO7 zE6v7K24PB3%0hx1QBJc@YIMzy?Ku+tHraUN{O1ib7#SIvn3$NEnW1U`)+9*uz(4|B zR%3+YFPGJe;I^7}Tn%#!gx&%3K&euwRR9w2Kt_cyPPnf|XVtK1LE{TjOwka7CKymm zA@mNZA83w&JSI>-Xl1PQC{3i5qVWY72A~L1Oo3q_Hx#x+#S~L)lmQe$DVr#!4iE*% z2a-_%QIHaXg=WB76>tU74!{+(Rz(?1{|Pt&%<%sSF@rzhsEnv2)znW6niQd%bv<1J zVFL~1D7=T>lst7coL{77PMg*u+}iQU3XTFzf9vk*#OE8Yv#*zU$Zwflp;)4qt>>oK z=dV~{&gyFH#c08+8eO4Nr^j}z@3>EhJ0)VUh1U=;BTJM0PH`ra|3O?)jkN#ThT`!@ zR`$cuLR$X&@^PPp)D^1Td$-h`Dr(P_UeS2lq`NOrp-J#isRe$R5W`h0=gi^Oe|lj@ zm9o5{yL)@Kw7AZe#A{*Io2?6Z78z2EIEE$J<0f8zK5svvWv9^S@+BrJZS44g&0&|y zT3AN>hL_$BZgDY zf#>$7ZhVMESgO_&ce$EXZSKK*)^;8-LIrsqWT`P?6JNTEhm3%%`;0VMnn1yk*;^AR zc%>75L#t(088xO6L;Pgp1u}IzIhTwFtl0F6y!F4MfmA*{9FDrt=sg2hSACa6=Ba`e zp$0&Ppr9Zk7zi?GGm0!sDYPU8Kn<8tfL(xE3Ze(X3lKd3FCal2T1a3zK^Z`R6fmI7 zr5ULC9WsEtylDL+fEvEOzSxEZ4JD|81mY7=*8qYEOy2>=_%_9HOe*$p)j1{b>03Liq66{=pUGY*z{ATNF{hkev#jHA5v2!wJ;&i4- zE;&s`yNn-aU%2|B@x`Te4*kchPj7qm{N1zOqpQzey)74d>ISb z?`C5pN4@9MUPd3Gn!D`Ag$nJS`QrmkMQpzBdJSWW>eHov&HCJD8B0>PzF;oHa@zgc zLESZ4!)1+eTwE$df0aDt=hju{$xEeW*>WXGl$+PX_t+10sW=+@dEN^STy>DqL^>;W zENSf8k#e2Q?|g5I3WSl$PI*MO$@Etf~S=a<+h+Wxjgk3Q}L8n^_>^vle_T$83OC{>3V-;}vy+zQ*dFe5Xk~9}(lU)R`Q)xB9tB<9jQcsSA9o+r`E;~Ct@>(6(V|m+j>pVSx{9qfi+ET`Bo{C-Myf`$Cc4fwUV?FqWK+bbVIvK zKlqFvaPZPN7}3hc#T(>c9VU7~?t;Mn+Cg_iV!C1NL*Hi3$#+?bF*8RW%hhXSJ&wqU z;P2h(v@~8YiaJPb+?yumF~p5fC#i~LG5RM7*a4X z6!-<^?0~5RMiLA(U@AdN6-)yK`vz)khIB!gM^KHkEL7glsWYzg=+~&k zgW$EUFO3L1UCC`vMpuda?rh|ms^1ZLQ2Xtjm3s--!sI$K%T35HD^7g+DE~Nl|5}#C z`YG&eW*xhAj<8MzC$II45#fQGfcjDKx&?cw4)VN$OJf?FSVqQlBqMVj&fF8Qsn9X^ zW-t;?+-oiOzA!G^yu;i@GOFGqn7MC)g-=D(c15Cmu&$jjjxrfRu?vbNZ2d5v_KEg2HD1z;40Y9+C3c?Ry8CZKF>{c)o zK|>1+DoD}*Hy9>nn3|emOIaIRTWl$dBn?=gzxU6{KDO`#`svhmuYWGVIG0597l1c=yK`+Ln}NC~YMNu`&>pi%jcgG@q?bUUg&>r`)a# zb4i8X;sg&lj$6lOU9V(~-Luc=Q1OuP8(3qMw5G;-NfI_q5mj z7S}>LsWGOWPF!xcX77VfZ-1|hQCe1sTd{la$#uCq$Hh!L9;;g^wboo0+jI2PZUeuJ zAYo<(ncJ=h%BRkGPI7A5=-U*TEPe3dsex~v$y%I76qESCO{ee+cwGw*28pAw{OqO` z_jYl)5u|0ecjgT_-@}{rZ~VH~e1ng=R0%3FdBOw}q@+%U(t>a0`ekj{P_kQTPSB|C*V9I5;F@cr~ZOEf{AroSB!jzR5?{VkIFrcXQZ?&&W&J}|ZEqnS9=G}cjp)QR$t#E2zZg&dE~M_P z)T%xeT=O8w<+2m8q!rJtU|CCL)bH1*XqHY?Xmpouj+M?*W}3DNQL}5=5Wq5A#1PFO zTjPBCH8D(+PsW+c**f$5+iljd?5_MVLo43YT+w(ZI5lFL*W#u$wMA^5y}9~Mk7)lQ z_XI&zJ;A9EwfggAj|6huT_!yCv0r=eaD$~pR$?lz;?$tPo{tt!-JIg2vo=Ih$yYj} zI4p+;WmH9khR9~IKs&^uJYpDbuFI!xW}uvEOk^WQQ1-}}?#kJbMU*N@QaLk_V6u*6 zn8>9!SlGg+gYLiR(~9w*npSq+_J4XPcz4kQAmvO_}ahK=C z9v?9B|5#p9ZM{v#y*vMW>II(Ljx|CoOWpOQ4EWP6vVuIyjj&s7BC)aQ5}wja_9XLG zIkp=KTjx%ZB2#Kig?8P1wLy7+ULq~t54>Ng+a z7tiN3*j+am%kNl7#NhNA^yrongCr6YcAEhwI&3Bx&dZ?B%&s*^8ci|crNV{TzYP}? zFHe)7(L5V&ivt-ylN~T&z=HC#?;P-gCZhlc3JwkA9o5v(0Kt{!(*RZ!k)f!C6=4MM zp)gf|Xo6f_fDUM$0G*Wv4dCa3bp%xw!XyDk^PerF;MqV+3Gf=oWez$ka%g~n0xoly zB!CPB0fkaXKs9NgsRHdKw0Q!VxnPn2L;24hF5pAK#`UwXx(Ecv&m;&yhTC5dGM+RS z4QB~u>iCY5K}Jb*Els7#DA#T2^ythKJx`G_?#3PVq-)hpQ{yarr`>dVt|usLwOn#o zZzr>ECg`u2R9)MSp5h0#)HDMw4eHEm#YH}*6o{==~tLUg~IT^@z zCXzf_nTzdsdctesSk^wx?b(8Exk@n}nD)(AA{gSTEXNZwi`E%9V-zoyjjqoW+Z9~p zX+SR$oNY4yTE5y=T5+`zpuqU1=Abq{P}|9cg4lCwgbc-dnRb^3w?{!kT1^WX;rv9680Tszzg0 zagRqWA_ua@i`(|##!Q{<&6#sZ`u8eGoH6!Fjgz*?u*;>-+c~o$+G02|dk9e}Mm>LAm{TD`|KEZP*#op~#B*`5f~K7SF^VV+ znoE=h8b6D$2s*&x1;i-K8~`0KaKNz}5F5aUf-Mwg3!3B#BL!GNVWa@<1o#X@W&kA$ z^90Bz$eaP|2l8jYNI|=31B(W*qJSO%A2eRo~L& zz}wiA%bn|uA&5D|WU3946HJv|;{DRZ$?=(GN{MNlxd!Q`9+#qz`fLw&VQn&dT~06Mr7hHHb%*I$Yb6i!Y{9p)Eg!Y5989&+o}kt;{|ZV& zf$w*7=pum!9n~C4gAf{_LEzv(3M@#jG?zIrp$hWywEiZFze`64*bEpn5GxA!0TwT` zu)yd6Sb`2#Xv8SM2?7$>O<*el1_Mw8(HF=>4)g`MM1i}YDJd{+z+wVo3V;WY7=Row zbRhZy;RkFev?CQ5K+yC7_yOR7%%SKi1uPo?9^ewC*}7<_ZNP`Z3<4wu;KyRl9e+{q z5auoR%%R@Mc1zp_Dx(pT2YwAQyVL4o7J<>a2(H5}*HZH!-VY63JEAxiWSxhL zVO||{?Z6KCOU)|!m8lI&%v4{xZ6BQGGY?FzEpb11Lpfyd0Eb1xpai?4PQp6o*HiIa zB;DzT-GVN@e3(?7+b2b41f#JUJ;dnE@9EE0eT6#HbFZIGJnE?0@?{& z!h&Z5b`<3NM6@SR97rwu&|&2T>KTiB$wWXhjuAzK zJz##HDxVNFDI%;nMohFO=TW{<1mimA{GE?5dMT!^wf4fcdiv{57KhT+PMeJq=uOgO zYUa|*B-0GGi)QIslsV}0)~__5i6%H!xSIdQ5D?sv%sS7d-jvg@rxbg_@0#r!KZj9P zRp~vYzEgb35Arv@Kj0$7yM%>%cRhKK)LhwI63P?h=^AXExzxQlkPy+lv$@|`E8anoP+fPfzvd*lk5RoFXGA-c=>p5^tcUj5P>x%x^i{8=ElEvE$*9NZS+W9ay zP8bYaDjz1Zb)s768cnx~4-{}Ivx{cTEw$5hcg~l#V8)yDtlx3o@3NVgyA>vqfiN2) z;PUNC>tm-I7pxmt^rV(?M>4zYd@AvDi=&4$pTbW5eL@!bJ?ov^#@ynCV|yPgIjq#( zWU-PID68nUf_YyCL=7mBc{ z5r3=aE_8XMTKpMP6HT8Ihv2o+b{@5_(Z#N%nh3(=nVlz%CMLu)6F;Sjcn`nC@}IR zT#A^0D=^D&3IF`S=0S;RL5i)5L#na5L#m$mZk{uJ6?Xd^c|JGC#j(uudD~C>r^Evk8nwR|E6v>q4JC8$Rn)s5=+Wh$m@kw&6t& zgj<$sZHZ!5`lf2OWubjpx{FnBjB8}JYBoNS;3y$3ArZ37Ehbg2kBd1)Q{0own}Ds4 z6?WMof=$)bGofFCC)*`v)b`X%(T&R0(Y1HC#hba7Ynrn!AFOP2Uj0k$<+?V%ODT)w z6a86A0pI{$6x0+ncF^zw*~<}9plJh^6WUsWEE}Mpz-B^YInezYfCWn5K+^_nCbY8? zpfzYtFMtLLp^-(2>wzr=G!u$Jqlj`f51R>q0wOdZnFrmLpdkayUWm;=Ea-nWkkfn_ z2oVq|inLWkYb@rd@iQGt`yGJeujmsEj|C}(Cqu{g2}Mdt6q3R6n^$?AIqa;137r~` zzRe}go2;2I>2-tyqoWfXU1Y(dWG>fP=+{wf!EPPu!m67oCtt99ulAR5BRNb-QSPL$ zw^~vL$q;W-llZ~UDN8Kf=W|X}V-$W~oQ(gHGivalDz{qZ`<&!$9KV8akX}`vXYaMp zRTIj|(w1y2YXtA<{Uxxk{*}k|b+*z{hXMJ#I_qv1Lx3JMGWBkk>ZRG*jCv z|EMQ%x#SD~99#^8Z2F0thmL3T8StK!QllHeu->-P;CqhKs>nMRl4e_@xIawhxX#}5 zcXt}bWVAfWOE!M}G`;Vnn*(>L8bb#wJ^#bKJKk+t7M^4RIWdd^Bn+L$ZqC-t2hYaH z_L_Fas7A6joNRd-nWLngwe7VBe?n|>;KRJQ!}cYP@v&}Z64G*InGt@6Sj9&OE6h}f z6XjeAf%Q;IZKlIh?qUrZEGrs_c*!+vr z$4TpJl+eGMR~i~K>snf`HFexhYP(zC*?r&UUa$3o{*LPzHy%B^GLZiC`Dpb}+Q^H^ zd@Hr3?x9#!S5WdUB002L$fp__qw|5scDbtY|&&AtSb+4;}t&z0<6t1s_!K$u&-q}!OF zJZm(oVPSn(D?xjeMUAz2(dsz%FpCG)-Dlhx+}y(OiEM&#wf;9QYb*6%m`?~KxTiY$ z+UswAY8$h!lo5;B&BpMdE5u{t4b#uO{^D>1R~OUsY|9FPU{5w@whPW_BYKfnt#7QW zNw&KnF2%5V$tA@vsuO9&OY&l^;uRlspBHJ7(G=258#uRX*^^cHn#nee2q)fiLK=@A zl%4*To}B#oMQ2B^Ie9X3s$cFsLKy{77r zSny}#Zy#RvIcQiBbICh`N&0xH9KD7pf;PW+H2a=Z@NHyycf|_R8S%$@VD$~~;>mjX z2~x$S!wE{K>TvNMYH3Z$ntgI!hji}FNhJRq-%Ax&;{Gjh~AxOCAUVlN~z?1uro}YR;+&lQ<*vNSI*sCKCGTy$PPMdoFZ06IU+0-v{ zuau>JRD3WCPqI$Ga$?6t#StVePRv<1Bu2;Zs(%|xjf`a@8E&7G+c|2=CLpC(>pPm- za;RT879&wueCN2%wr9DOM9I8t)sxGm(tO1^PAR!PUc$27x4S5659z~lyxfB=>o}D& zA7@N*o^{ID5;8Gj#AfKaG4wl&R=G9fybw!ZC+ zfX|6B`+Qp>=$RS&m76{UwcJSLYgM*y3{0epmLG9ArgKs4mcV-Q&4H}ln;tj|1UQHs zvwl%hzpD`d2xc<`#V{Lce@WK$Q74*GLia8!%3?S*B_ps^qi zI>V>~&b*1qJhimolbzisd;1^VLjXpQZ4RRo;L)~i3){CZ95?{SbwH`0t6RV$5Ntr| zT}Vivw1E~Be7kn-E3_BD|8naVB#ePVL&-mGZvN3m4)YE`((~s?tpP}a&FJgs=r?E} zf=Op$0u4J0v$II~h3=t67^&Ba?$~XC|hez5lfN!^d~& zFTOk-mHGVjva<*nc;6GSXARhEHdTz^EH%mdYEIk-t$~@TFStzE%yG2 z&n(OL>%NxFD6^_}4hdFQG&$p%095RyGYnPpR+ozzF7bBrk=C$pXcpjm^Ta)bLtLOs z@7>1o*wOhnJhcQ4It+`D;708W&zo-way%B-!+JET5CU!_AI+AKFp4cAv zde=h@jlBnaL$h~jDhZ$DJ2gFLG2){2O3#_8$fExDzK<6R1wuyIX=WPL`t%G`z|l?MKi zB=ssnB!g704lAcf+UUq(3!4&2)%9J3#xyh0_|FD74o!J1tGSGPQ|hmzV*mLm=2f{X z zq8e)~))9m8VPphd82qb96sClY!GD~bfS5%pFyLn-29u7#loE+0!ooL%g;Q3oDiIei zS5`iwq0x%PKBc4U|+-gfNx zxNFy^kdRLY4nT$4!v6h$XA9I+MexvqMGhV9fYk-YEeI}xYU9ouH@=-aw{ZUa0*qc4 zF9Puc0uxP%M&SW4bd5p#65t#RUC@0DbJz3dKno+W30y6dp=)@UQm{5NgYI({2iX4p zDE0sI|BIi;Ffa?7RpwGFouG~pAeS=6nNjN)HT)?}Z2-BHI>xHP_6#|@Gp_AbMU*;5 zfZU6eF>cr7llF@x(9{;iB4SYu8o619f?G#**@F`60*jLtHD`LyI$!jE+EH`%;d%GQ zL=nqN<&P+>%xIv`IHv`LdZ8h&N`AsY;IBZReUJso;?}cw56V36s*7G+{rIno1elZqB=wiV}6Qp$N3^D1nEXxEVx zFMg@_F!J11KsA{dJveq=3Ovkff^mq)$2BVjRaGr=_YQc!0BfGt>x1#!h2s&x02$NX4<5(183UhO3G(ClrF!Xxvko&^uAN` zVc`2aIxoxL-(C6X_4|8zOvNkG<2j553M?D?aqO z?%igm_ap2fb8(&#in$qs;lW^pFc{=)2796g8yk90U{OZS0eDp)M@kQaall~U0nz8- zF%}RA78ZtQ1ic;`?d*WH^Y`fp+HT!(9i|1gqYYvcpPZto}%J+YPH7|SJ&9^@T^_C9-5gw zv9qI8b*)|d#@c!Y24863w6psTzu4Q)L*)njpfb*l8^6LEf}Rmr*0*edv3PF#_91Gi z*Zl6?3-AN0KlPxT46jK9d4Xp{{(tTn8MquYLU~5cJ-rtC ze)8$Sp7iIp$n;CtJ0Fe@HpYMFRXJ9xHq>mmunxz%yvj2nQ;{hv`RK*5(}@P_KYkM^ z7FMu>V!%}~#8(dk1l?qEu4r~@t8N;9c4yytFNQyH6WIy(#|v%e(UW zajT4e|O!_51k9XAw*!gXHA27JXcCYCVHgdOVg< zdJ`ENt0-SPr0>H$#Sp(VnuNhnngLUk&WsN0hlK}YFdDjZk!-7XPscF1%}q6Dh)UIY z9hUpPO50&{aT!~ zJCR%V=lu0T;h}q+^2dJf>}?+(`Ic0Cd>nZB&BuYDR^?Amc0W91 zjUE|q%pzs8W3X5-vw}tp>M%Sn@T!1`1T88^8is3r3SmMdItU0j3J5p}2yEczcNP$U z=LMu;bcpNVkJorZ|l&R@=csJk&nwsGefX;O)_5<)oM@7-}Wl)wuR)%{#(3D}L08ROF zZZ0@nDcFDb@IqSJLPo|yP7d_1&!0R=c?zJB{pwZdhJ!m^lmr0uE{I4VF$2B(W4pL> z=jXgK+NSZd){OkG@D%(YQhrYb_!kIYphx~H+3fcR<*2iIEIwq_2{RjyCRZK}gX^J5 zc~Xakw?!mZs}{DUizy!~%qre;%sjyJoY59Th9v5&Ugl|%#0s-IgYNsDB?Oq&jRm(( z*mAOC%uZT3_}kd2={42WQ)cx|0nw_{q!c<1-PPmHw;fx1ZRabE^6tR7Y;l4XhH0{&K`E1#e=+j0T zwYYRYN-eL6IG3WbTPiB@L9UKagJ(TC``T~HpOo#T*F}ldu9=XLDvBiIZY^2fE)=FM z&fMPid4vKu+>7{AZvukoSK4r=0(Pke} z@u1Z1hy%x`WaFVkola=;$qG)!$YXN+Oi}N}kMQ9>a+VTfvYq4e40DxRx&(vg^kVmr zTqK4MZb~&fnZWu%l}zZXF-wRSBM`g{*W)FgB(eryz+!pEYsMw^r89JAC%@p_AhpxN z(bGfN$GbFdlfzhxw^UY0nK0hmiddZU>QQA3Z{VegvE$oh#Obnq-!etw@w>U;(;HRV6J6mJaa&mV$gV9-HM7C6~~AQJGr zA;TLS^P%WeM3sPr9-Q-lK*+!bGcFj_P+|z!Uy=O;&S>CV1{enLm4F5e)B)Vy{@H^R z4rzR#t~zuriV3;o775 ze%ib(O-f+hBRS%Wob+|hSEcALwznVk^jA+y&`7SlE4^&rfzM@9rClmU8T_lRO3M>Z zSzXatRi&wLq|7AOJ`K>@ zvH3dv=-rbI?qq0u<5DzPIcE{OgiqBhMd>&77wuUZ%P5U+u*5^#`r5126A!4Jj#q15 zJ*@P)eQNEsOK%2hcTsDZ-#w?at*^UYJ3Z3&pBmq`L}924o;pT$5&pJe*4l}|gn*6- zk0chm0CXJGD8fI2&Hxq)cpgDpkd&m#{px%q;nB}F=brHJ}A0^!yQ z+YXtGo;!+R;=%Q7ffbSCA>}W-U$kdC zmVTHb35*Cl-!{a`%SSObOz|wC7n%$l;NQ(v72PS1{;zu!J`4Yq=*|g zK9$^XfKBn(6*;v66LsN&xq`W1D>FGsjw9T=X4;Li6zi*Z-#`Bv$o>jkSe&)`} z&0*@FnX8k!q>YlcFFzwyWLuz9q_h93rhjIk{dv{3ky-&+6=qk%P7?28;|UakD#@`a zj#0POmU*vU1ZA@rHVzup)4k$|n-#IDtsJVyyVD)Xua6p`v>6^y^1Sfkc8*5CzxlVl zhKT#|SIzk6|5ZoQ?xaCd2MwJjG11TaUVSpJ+F^e7hR&-y*B0F6QoQ|6`JOo!`08em z(!Jf=o`;@$7yfRcF89~}O>xsRoX*Y5FUUKgjVUZU!%(b6ceb*qLgRe7VAVyn8ll=N zORrtdy?OQY^@he<&Gj8^%5?%a?kL>j@4heB!`Jsv<`M6}6RBrBgF_M{+%LvR<6M)k zMBfnKO$pC%&VCU5MELxL|C{LC*RA5YQ4u(K{y?&7UUUqrpl-CaB5!%ZYo(TkIorJa z7JK1Ugt=OUUqX8BPeoYe{l8fCPhi^rV%7g!Smlk8`17&qkLePeN6;Dce_dt4t`ipF+6ku1v|o>wCr+NCqGe%GaY<>} znX}~;=gwDNsJd8PbLn#J-!}SCD@UzZ`zSAPKTpqg47D+QnElzdK^!L$`h=(6v0z?~ z2MjU`+lq3|e*A=)G5_3k{@EJMIc-*@P}Q{!`&orf{l*`YyC%U$&ftPCVTAwC`qg^1 zvNblUZe^XIv^Gd*k7tVQRwCoLJ5i#Hi})3=+}6CDx8(MRe=*u((jR!8^D4A~xM( zWW-D>hrfbu{1SKzNZ>#y_Iy@i_yf89jF z5+Q}%5k32kFw?7n5d4Ve@(j?mAl^P4fi3Fd{r5Y#8uQSVR zEz3B$^2VGuou*uNo@Jt7Z=`*~{UYaMGQY9(CfZBcpS8UbCUw?P-t`dJ*S0)~;*`1% z0;u*jW==w2deQJYY!rpLzH^N%+A}Au{u#%h zj)B{_Kf8)PiiX7izJR>{5M*)lg!cc5k@I&D)uLyjf@oRcYHaz1DyDO*DlgWS)~viN zS#eDl%TO(Gt4^n(NxY?1yZz?XJIih~ci-3Qx!w0r;}NOziQ2v1k|E8J$1ldz$Da?p zQh6peIHfcrI{QK4lgQ^Ua^G}d{^1f!tk~DV52J6 z4Yj)Y1dMui8<&*jU0uIOaz~cZFVNW?1JF+4{l7@|4^WKqfB!F%{Xd0dESSaUfC143 zD&@cz28s(vER<*=aHmpJ$v|%LUcDM}PvP_ij&6Y31o@tpRtOjW-abC);vWw1XwgF1 zT3Ua2yAYEE$2cIppko}6?7`9nW-jojQr~zWlPEVh@XQ0H1Y{C==0R@RyBGK*lurb4 zW^lF#2YaBeK#cRWE^LViBD<`=4}Kw<$@hG;VgCjy=o zEUNPz9h8e3uxO!kn|JSMk%u6xQ|@l4Itl`EN<8~wWgmj{@)zlV*}I;oK#^Vy)cT~QpO%(pk$a@bv88UbT=#k`JkgTZ>nz3DKuJi}p1y ziDKH&uzjBAh$&e((DV~a(r*dQy|+l3Q!|3vOJ$iA=H3Ke%TAHX-}m*5ayZ}g@YNK_ zgCPxVX)n79EaNuens?fZnfX4ydt=2XPO)>RS@dsS|NMU3FkZHZ9RKyx)X43{D*+sOEF@#lx8$eCyzvK~5QPpZ^Pj=|Az>{uMBnGS*r49vifB zY)Wmy3!Sgg(UDo^*EgidDZW;ETxh~8B^RkJ=jNk?tD93)#z!zm7v&MAB&RRR851;v zUbD(4V^nf&*YSqvr4}B~*0Q!{*zN0WN~k*&ru!&KtbF6H6y<@OiN~$mN5)=wFdcq= zYad=rMOf#s=yHSC#W5aH?*R!+TPwpIV_)@O40wJjPgjX)c|(%e`kUdQA_mtlN9uh| z^Z9VL-}LCL=mCY#vmpb^q!-RDEWCMRY5~$~>1lES!Ph+ke=2`4azRUua`)mp6vOXR zIut9sXM8A*6#L&t0=~b61ixn=vtTwZ0s=q{9Hat)?*cC0;OG`&JD`6BZ~&q@P~th* zDgXgs1fU$k85;u~1qc9fKft#Chod+^0C@S~R)w8?fs^xx%YsB&kds?bP@tdz+^4_+ zF5JkW5db~@zheSqnL?}>y!3V zaQ-|n{wR|Wg%B=ub%DVS9qfaHf+9hoDd5c;zy!G2r(puJZo?D+u&`(&01YVs0X8ls z0(7sXBEYou+a7(1uipRxNOWU$%MLNcMhQ@60qY@sRzq`bj8jh{j^@z)RQaCg?EnMw%?woZhxDV z-a3!hz0TWrZQ)%jRS{h&lO%pMK}@cDvjR)`y=rZdj%fWzsrj{*`FCUt>keIco=nIg zf7-YNYxHHiWMZ!V2Ia^LZ^}8zEnQ80@hqwhT5~MqK#DbxPR9A zf^`*Pg0K48^>Ca96uGr#ekr|g)UThi0U)t$FAVHRLWXk=p!MKFjdq>}V*q^VCMJ|4dqn8LRT{d3MMq~l zcAx|wNH#~gfe>pB!#=nrVAw}3unWn_F!EDAc^LW8E&k=paE1n)HymkD&hFtV0@VGG6W_*Z55@zYuJtFG4Sgs4!cDS4f?ZVsi^Y~+qe%C5T zlQBvz_Yb{P$8coqk+&(9YPk5c)~ofc*D;ZaRhyK4D}XEe zvUp+UuvvGuSpVlYzkjJ@deXS-lM3tgx%YS5UxkqvR)u|lZQ%6!TQ|RdoqPZ4`8`-V z7ch)+gJc}9@1KDHENBLhijP35DhtMH5k7h_HG!Q8x%uJ2hav-*`eE&d&>b}RgSirY z@hIgFg1Jz{AM~3bXC=ieA}F|k?%%1Ve2OCKLQV0J5^@k$`n%vaEe_U$x-RUuY30cbE z|4~Ai`|Z@ivCfbjZYf+07lvySQO7)9{~(K`iKkq<$C?CwF`Hy>PLGzuiJfZ8s|vl_ zd6-yBR|dJ$ab{RXt1ib^`Q)=pd0fpQh&SLEFv9#16J5pKhB_V!(!+IR_9ElM7TXF9 z^peV)CBKupNN1f)L;CWT$H(Yx2SbBabT{(H;NT4}4-OilyflJuP%UeGm zV6fGb+gR`IG}xci|8}TllYn8$x6qkZp_S_3MA>kW?e>C#H~-qJv%c)b8t#>tFDGMI zD!p!{ti84;rte{RTmK!(snqqogFZ3>#HT|YiEDIIgpckt?L01IXK~|d$i&@>fLkg1 zzkGbxeQgQ-`qhy z7JlcaXA;F>TPN)lQB3qm#I6ubcN6NUkBpgTf7J0*YP7DicGr7P|1|pZ&u(S)(1|LU zD-AWK;3PLG;h7Fo>}RpzUZP%C_%waNex|XNl~3h%uZhcX->TJtrJE{_F$M^o+t6Cv zJu>UqoXR>7d*-XnyQk*CUwPTX$M24`Y49FAcK!483yYJMvh3eSXD51L+rN9`+NXDe zjg)Pl!u$QteDq9|m)?>8_Z-iFMfl?3ZyYZ9AQ70Jo*ucGVc$octl&C<4gv`DM769x z2lRm~0I?N72%z=>)LjBX0V-z&i2yRh5oW-|04X_WXn>0hU<`h4M}v$DKoK-LpnU=5 ziNn?aHyQvcwCp|fF1-(ADS3I5TJ!rppIt%5?~1smcSSR z$N>ozKPL#osRcxT()!Xs8Gr!-n$i%Epz{jE3HZ{h@TN{E20*uJ&G|by8S4hM+k*B2RLf8N0CcG@glFP{#~EM=E|% zmd)p-9XivNET9!Y#$&o4Y?aUTk0yp_s!!Z4UT3O*sGZbNaK>UyW#<{5F)X9q!(`1U z2K-@}dFT4K!j{@SeHSZ0S>kndh5dPwuuv7r?V?u{Z&N{0(q(%$ zO#+Ke-}$*Nh6DXm?;UnN4tDXbbLLs0QyCRF&0yvhY*#eagy*$R#j-^_y39>xw=me` zQnr7(iReTiy2WJ=nq zAB17XSsA2C`I#70@z7@w+@-OD#scO%k~fwy6WqU4Mj!D$;x~5Gx43NV81={^s73ze ziJyzmD9uKU3gfxay#F{!i=Fs8v;;01w9r}!V4*-|i-0b0(M4-~hPw%X78LvmxIzOJ zIHQ0YFMt+AI)eCst|~x`1SJwi6B@?Ag$3XWq9R~A0X-7r2sbx3#7O|g0KlM01<(b> z1*0Z4S`Im!?1JEc$VJG4K%FNv7ad>>pbLr)M)mP1Iv8*TB5)9*&>E9yL7@m#e$Ep{ zw_JcOFsXnW4k~z zF_lf$VaipUT=~s{+TLd6q`axj5o z`-?hCL@=3A<9^PN@xog5rc^x=XW?Np8LPh~9hAK|;<{(zMK**jjOF~Z&_bp~)c7n8 zY|v&A01OyMK!XI#fRF(`_~GM&ngUw;B5W(@=n7y%?x%4Cm9_qi8Q_?Oxde6@1RF4v zpsOq-T>wZR?h=l)Xwn633Zcb{!;vS9An3>wb(_$d3LsV-VFM79Fm_zKN-13gSprQP z01rrhKy~pDB=djunLMYafc~5>4rC=D1RQySV2R3FAu|i|#evBHf|905{Bmj%V8iFH z2peW)$<69+E>;rtY0=Cw02@lX7#gK8a#(IvfQ`0vjNZy)`nyb$=onI}SAHPUllc!T zC33#U8QeWt95&Ayc46G6uyB))^Q3Q~-AQXxc?JdF!lV4sE|sstx)W^5HyD~1>8d9j zWu2E_X^l7N8_r-{{~+?Qf6G~ulj~Qe&fUK}vEhdQ(gs|ZjWvsgn{ZOCZU0-3rqg}u zqK_Jr*`)Q}Am8czhFzt~4*eorgPM>M1wc0=^mZh}c-nDm23$K-&PJ9qXTQ0%>kh}BA z*tDRw_&AcTFQ-+3!-wZ_(r0o`u2)<++?4D?$kU5e-ZMwS;Pr_0hY6)ko+(LYS`ZLC z?4~J|mXJKlK*$&*6=iNz{beojsU{u1zpEBo7Y9dZ=b32mKu`i}4d|H&IN+un4IW@{ z00coJ2Ve(G8o+r{Y)?8A;}dE}Lf8R32w(^5MFKVi1`m)yAcGvqAn4E>uFTQ+0hogJ z8z4nN3q>Ub$fHkNXkhA~U5%rTHRRn#n+*hrfb;>g2f)g?bLRkAXo4p)Gl8UuW(>5x z03iZn2Fw@;P+*S%5J8p)n(l#W)yy-5^C!ReU4ADy1LsZW!0Qx&%4?n%BIv)>+>N!b*b znorMuZu9FtVPl+NZ{d*ICZ}V2T}Qo5p{G2rIDaZ^nkAlTUS3aguzt_DL$ynWO2xj| zI6BF#m6bW<7s(sSLszZ+{@ZltAtw9I6WwX##G$11oU&upA@8;%S>m+x8^mL>@A;_j zn6Iu?X%WOr$mP^E)lBxD)ZNR&+|R%%B4owAI(fz3ksF6l#GvC|Z zVz1g%89J7@XJT)e)2;EH+h#aP$4>utF1>cns?UvUxnX208;j^U@|v&DYy)~c30MOL z{@SVNZ9^Ykp5Ej(-Q3J|Br9e^B#Z6LW;?DKr#z`?Y*wC+kikxINeRFDh*)vQW)l9e z(U2#%l|9)rk>6!B9SRF_3+S+gMv`%(65Ls&?N1|GndB6|cRQ~cOkpet!9r7a171b9@SMNl;(ZTtW# z6*N>p5yXrDkU(!dVpd^yL0$@&NnmRM7bSoPkRxEFLY*ftmcS7?U!WK?tJd(+2r#^Q`**4_)b@z3+teLB~Cw&y&5 zok8rpv)*XXv+6`e^;3^O=4Ww zh23J-cQnmR#{Ac8Fcw?U*x`-YvS^qAger~rKy|J_bHLW}GiCtUfqa!T$^#}3SXqEa z10&oJDvE{Fb8T^UK#_A?=Y5jOQCSwP__Ssyi+(Had%r54&_+VY4 zsk(P&*@Yo*3wuQdxuBVNR(|y@-u>786kgsv#k-YV+M+}5p1%3*-QBk1p4M1W&XJu8 za-&)N0t)4NbXtCgid+;od0!!KZBv<-=e=GU>=Bi9&ZoQhd*;P$0%zCC^keLN+9FAz z5iG`6oGOfum}1x0VQ1TLVhLI5+dKDGth>y2?Rr~kBe*>GE{r|xyu#(w%bT#$SruD< zs4DTorMKVaGy-$^tTO#o$C+MDS!@F*wm9gexd2I!%q z5=2hcP^ltH)8m%wF|V>9rpIT@+T}*28*~4>KO7jDnUws(?Cc-$xHoS?T`R%_ zs9=OW1WeaI+6cP47pSdiXbGX@;ezMt^=p6vw0)tV|ll~64n#m-3cMd7DsRrh}vz7(h-EM0&bOg?;3ATl}WAv8DZOwY@efyz> zlc6cMv$?GU;qi_A59gI}9(9KsVk0Ehm4{5{iqgB3*6h?#d{J?PVHJrm+SQwTe9c8R z5h)DLs6_UxsGwjAS)lSm*r~PE0V;A!SP5@=_AT3S;%2b4S{*ruGqzM*?ELFJB`PGG zv(6`X>5AEjwHZ$O#F6RBvwgRsO5EJ;Pkh)Pa+QhY^gCm&j3Zs=&+A0uMU8M2s})PB zAtUGX!{-dbniR9;>KrTsvx4&@20rUtirumzbkOrm+P)vSc z44iI&eH*g4;WC@%@SqhAK(PR-HCeX~LR9}qP=)g?Fnny=c9<&L(kKq#H();jP6Nag z+N`k<6}1o@P4RKZ#x5K>^uyW-U<2+>2;zp|ATWP`^^2O8cMBMhx;kJ#5Z&>kZ2+8} zP&F_xfL0gaPeEh>0tAfSz@IL>dq**X%+7+y0@0{{_5$;t*Bcm5T>lk-`7iX|hK)2^ zSI?uz_Z~hi7#O_&Y~=LN*v8R`V^)eDiP9(F zIRw99JjENM8I7fwb%NY^IJwl<4dznK zHe)t(O(%~rTS<=xdq+YJAD1c_(x%%kX1YKFA81GuV35NgHjWG6`O1tmk@u#HrUOTp2<4S(sDjN*eQd_0t>_#UOov#{_SVvzj z3H;RD_RJCiKL9ZQp*bmoc0IOz5zs~)gF$98G|~KMkzTqKRvg5y?#E&g2?F#-kh!^^pC8J{ zi|6EghQYkS<00Z1@*)24mcbDTxX2;y8IPZWATpS7Ac#y%Yys{_ASeRvNFeta-I2hs z1LodF!3II#d;v{R=R^70l+OX11{j?aKq0d)stU&N{)jR&To1?UL4ckgRY&o`)K zq82m3dW6&+fF?>!0AxDDIU3xc!0+$gp;ZZF9tu)@r#jI8Rr@)h&Gui2Hh1n)(dIw6 zO9r<6XgC>!hLh3B=Wl0TPCa{(@#({p&uQPjJen6}_-1-1Szs9>mx3$AnHeslXEx9< z9EmYr#tYYDwZXAD@x+sd^ds`57?;UF+&;6xlD5=N6Hj-}#?fperi0(VLGzJ~%+iFb<_-EyT}2LgZVY81K#HtyTrFhDoea8d z(1SvrrV#%PHMjd!-rOfeJjdY)n4Ln(oXJ!T+Im z_>Suh+h!%JU3m)3q_&DDAJqM}6f>LilU}Gk?JL;4kf_|&LB_``z3h9Mbosb2!ztXF z6({CYM%aW;Y}g)p@%{b83#T$X>rAe7S!~o1jcjHPco~;e} z)O0RZ*6Bs-(LLJ-_wXIKIWC*91t;j`E|s?>&0WoOd0PAm%OLA|dXBL;IwlkE;AYD8 zm_)o$kRBEzaMP5Cm#(JVk>149F^W~Edip7p7Zxz+9+B!f)F7qblnQ7Qy<~}16v;5n zSTvZBYHjihIoSV3PumR|+8kU2w1L-_iyB7%pY43;8#G_0YL|dS2$m%2sciY zcwk^%{no7mu?F~7SgIgwF@r#;!(bk9bN`V~gMttNf7scFVXp%GL9-C8Q4)X%LJ_I$ zBoq|V(V2&IL|xr^2ok1d2`BB|eaFh`hY=QyNsuy64VQljhy>dhoV&rr3<^$!h+=A4 z2{62nEDzfl9Kr%Lq4sJTIw5;J5WAFfSQwLPY7h#+Dh8twQiUi6S%{dY0ukK3y{8)7 z&`<;(H)L@83MfR4VT615ZvaQAE$;1GfFn?yp}_<(H!wKS0_9Ja>={6wf@)c~Rh2y4G(8vW%+D?6d0kFOqcwf)kt2gq^DG&X& zTwARRm-cS#?hcNvtJ(~r)ccN}xnTHg-5$4E@$KehscuJh9+|e&L93m<{I(uv)_!^G zt5^&Mhu7O*8|`qI$n2YU&rzyB6-OixOIv&~grwR5>qh?NlkpFE0=Ox&jcC3=6Vq~>{3w%> z(L_V0ok=@gmV>PyUBVZOxV;IbFcJ^y9;=nNUdtCXCZY1b~gR@x}eW)E5l>1pNEmZUt z6BgD5w{>uA17TU~*T31gky3L3XCph29_AcBM_GWhA75-n1M=4ehff2Zoo1I;u4~TVfsO5wy>K~l3sxbg2fC5 zAZokC!qcZHy&OT$7i!)yjUuKT-pXU};|2wn zQqT0$ZC(4&XwwjDx_+;}2-sLk$9LLUn^w&`4CIIO8YvIt%bjP54A`ThT(OrgG0&iO zibr#6>z+FOu|p%v4s6Aqi}%Jx-e$pT*4f4@#o>vh_!Ol8^%g~o)Y29bChF*25ltLM z@A&QsjsUyZyg`hWXS0+ut3YJ^9;F9i3 zU$`ubxgM5AXG4g2xO%n2XMIn8Yct#`m9HO5P7ShuTVW9)nNaT38ZcL8E2{U>CW0Uw zR2IBBqDa`eRftE)-Nb-xHGW8rcuXIQ>k*fV5?QV@#~~<`FEJ$K;F?Ad{&3XUEwKGx+c(!uw6{Jx&#%Ry)R(2L?DpR$QAJCfsrT|!Xa;r|Ki{f zhK>%4!@+G2C{YyYT38s|FEk1WL?@Vtz#c~le8%Cx9tTV_Ohj4FIHGOaz+H!2F>vA!@)Q{C!2JRo5fDT_Pdjx{QN2k?NQ|Pf&Pav= z;u(A|lxYXR21w}V&w&L(NCR^Yh5tbl4vac5-cYwKbm$MO){nvj>U8r9&x8Pn{Qn1W zh#KGl$Gere`n&wtMJ*etjb~yCJv3cBOH1bq^2L)ed4_EZs*7PY?Q{c*e*h@Kc?_p=8;sJ0!riA zjTU~+NJ9)A|4#R9MVcmjOXn$FH9}4-N$ftHnq^lUvup+Y?FDtsV~ihR!ni(u7{FEz z8bq_b+?F4zrck6sm$X|VI)3XtGljGA$$V;CZkNsbx8xLHA|K)z&G-%DXT7^i&C3`! zY)N=04Gp-Q+Xgh>KKVcFy?Hp)d;dQ^!(ii#M9b+5& z9<6qg3Te@4v4&DdqO_fCm9!i!+7G|yc-8y%>D>3{bKmE5y1TC5_gr0FE?3w2%RD@` z=i^nVckJT1Kw64k^KZY}tXuWgo+dSo+Td%UKjwPFOF$x{FD{(sQ>-v?^k=J}20tyM z`q1)^!Ef3XX3eOz#*13NnI1Poz2E&IH?O`^T!4IiNk9%(xoW*2^s->4|c`$_}bsvJbeEB0BP@D3H2t z_*cr~{uK8i_VlxQ;7fBPn2Sw%RK|i!rj7g>VVoB3*5D}OiWTkc+%6@D9=a;8@q4Id zbC)z(@GskEs`%pJHzh?&G2l`B`++AK)EMgD{i^|6fEdWFQA9nda3bLo4+P@hoU7#- zC#iqGneH!}iC+)T>IhCcvvsx3xC`|SjZKZ`oGuVVL@#$-xq3z5!bQgm{4xe|B3;)V zdT#2=-^Sg&hvSzv=)W^$+cT_x>&a94^Tz|Po<00cZ)EV@>knPVX>VuQ%?)`gAY#@w ztH6?l7nj)H%j!?uDW!a%$)t0c%?ue|zfVMifF?F&&-&;!`UVeDvUR-Abl^9{bmYxm zRdJeqJa+arjcu3St)OznaNZ_#IzuXF$Xy^vQK>z+o(fNK&z@C&5!cIf3GtI}6V~{x zwVoWFJ+4!EqzsHa)JS*qL z%lit4dj-FQ;CB*=K_Q=j-$Sr5rKa|IW6I3z9sDY?utH^zJR~sbskXH@Vq*D;}a50B#(!O;b;6W{`X_eFYXi*nS6rduBh;I zSW4z1OzuKGknUeQ$R{@q4axEoWS^}W6jEQLF+BMQho%Iviky4Vj~XMSAnpaV%fY|Z= z_<~M#rNo_PBgMt8MO-FVU%xjJysl<-IJE8(49U*)*-iO<)y9B?IJb6J`Q0RIHs=Yn zm^ms@4ktV=N}JYmep+`4-)&i-T94z7mz4E9>$!fgnO8teRVRkUCpP&|f&44trN8(H z2WJ;bX%3=q1~~q|A4OTP@(qFz*bpq9paKn06;MR~syag$*ZZ$-$~trL5X(8k+%PJO zBOEzidu%SQtoBUBNsH6v_D1cU{D+T}5B~4?7}52D1i>g%rgDL$sF1el z_BLge7`BwL=e`Jia%_O_&zrWK-K|}GG+mu5%g9WygpKF(JP`KR-)_Bg%9@OT?fdM? z{y$)gXD1{kC8wmOrDtSjW#{b9&D*p0U;P^XzxLn%AF#ph#sBiU&{SX(z-|2dfh`v9 zKd1JlAsU1h0%}Y{T^cD;)JQ<*7=SspY#E0YOuAvPM+2cCJmiNOlITHKSfznz z5S(|kLj~qLT!C`@cc@6^eJU;eY>uG~y6WmNC@x&M07)Ss?|saoJ3Fk1Cxs+METzk2n0@*wO#IvfRE zy77n5r46ig^^>prS;Z{7s(4pAriDE@EE#_7qO~u>AzWi}SW=xHp8rCBv7L-VejB{R z{jft--=dqzUTx1W7p&Ia+5SpKN?f;-sOnwo(N?@*vq{MV$qHp%3zNR8P-c1ep&HY$ za#n20t>YewLUs&4oT%ye%EzZ)2%PljIvsYKYRU+7lHup8Y2Lr&=8b!&R~w9)3R3D* z8w>;l2leyg1DE?Kx#?}lliMxGe>6jS*o(ha)7N(@JwG~;|YTP)<7X;JcI5rN99 zImC$uIo;~{f2D}v4^Y3pnWTr9r^K1u(9_wL*)upcd5CIZpZ{BD?_OYSO!c1_39s zv$W*M2Gk?)^7@PsD^@^J5*?01g8;5D5K_Q=4Z?_%Cr<)QaL@q?O-N3_N*xpjzO)8l z$_5YtWG}iPhk`XsQ9yQgpUmI;dXp+kJa2Bs3POas{2yY-e|iuQ_$iIvxi+hQRel##gCEJnFM zWFT>2J}pvsZvO*~tHl>`w)$J0(Aujx$DrFU^rF^YgZT$7#~u`vFE()$5{l0^vAtO_ z9<(z>IOxWR9FadNEYG!pDs_1MBY}?t?vA`l?z;%X{?e6wL34y- znI?7RO0UKGDqPs`41Ut570bPErJBgrc&<%egU1OOhYsdj-pQ5Z<&_{V?8|>!t?QF< z%4MD6t)~w!9&GUN~SgGQTA9RE#M`@O_ws;CNs{GOmIrDSB zU6*}%z9(ASW`{C#B4wC<^1oLbG|0I*xw=Ok*6Gcsh+5_*L|3|)7Q~eKh2MxH1+^7u zD#bDfV#yh<18n6|I~A7Bf#HE9qZ`b@WO!_O5LK3@A_eWQAjP4TYS?Ps_n5N*ha267 zgToDofpw_?G{E8ZqEOKFH$-l5waHnG;9vyM3C`QVD0qXzO>m_G0|UYHhVv^3;jqIi z01$M+`I%t=v4AKJ)@;G~24XR_d4xhZ@VOy)1BV-MW7)E|5bp!4fZ{b6-jMc#=e=eP z%-H~XU}qSB9&mtx)+Qih1KS(Wg98^uMF=s_xfXx}q6-{L0#bbl)$ZH@WB{uhVBvGs z5w(gYeQqpTgH{owYak&JM1bcFq=7SR3xB>v{Ti_1yUy7>W|+^OoU49m`@GwMqQaT0 z7I;0|>b}uVwWZCTFkEjHtH+2h_h(GIAid}`^KM)9pv_EuHIJlCE|)3tDz@{qw-}UM z3epkxwU5piSddHcV7fFNSC^R~qv%JnELHzS-}t9_*Mr@J^ThDb_0y}jT~zE)pl^I> zs6I|N@Ti3ywMFAbn$+2a0Gqjgo_1Tgr*}@XuH&5@(EFPm!&T#$Do1fWL{+7|H z8d^{~_m{o0sSCIQuVi!`|7n@hPRjdNYtxsB^6%Q|{k%ZEFJk<6^~*a6YPowOkCV#t zql9j}{FOzp`O9r*V$6v^g90FGpX}pM7B2lawZ- z_;(90p5NhMy)WOt2#zYmrr)6UH^6rr@T#KA*u$sMzjSJ5d86~_fC6rJ{N5{wpL4v+kvQGgRa7gpydCq@{(Vdg%p zDAsjxv`a%=(e%Y*Q&m}h-dML=NhRwauxL0!NMAmUC2(-oycg9)8=o{DS_W5^p(f9E zto~``qQ+v5q~9^it3Y8IQBr*p6zcfJS`M;vozI;ad!kZk$jvIAT(#RgJCweyrY>X6 z-dVBpGCqto-L~2)I^Q$J*!k6yUzS~v`}KF+$jur0(tWahk#mJjI|xite16ooTCg_y zH$mYa8&|)|d}->e{|@i~gAiawpi~?q4Cs^_fdsUb5irc3HxEuRAs&a$G8C54k{u`u zzy`R{hIkwp0?a)8<0uO~n~V$y5E?)g02R<6E|?LhvkWN(R#=9e%>RiEP)~;5A1Wq8 zItCsD+L?hh2()d-c~==t-UCU%?1rO9Ij30{E})$|bhL@~r~nvHF&Wx92pcBq>p9uR zmyK-b=s-Og9e-nt0%|&+vElLKiIEY|8VDXZO`S=(fr!MPyXpjZSpUu7A#a8IWJ&p| zo!8}?hix_0?y6CKy-T^@H#Deb*!#H5T6sE|^Tfr=>C^Q`-W5I7w6x`LhH-^~LRQjt z;{58>EbS+OJxmliTzx|+64vvMeu<4bAJ4C$~7R#6pp$XvD5Ps;wf zcPeOFNEvgvr7oZMPm)T8rGp+lz|KE$S6PjqRN(b;Bl|MtnmjCbM) z9=N^I=LE!wat7|tpS4;atu+v~*ZJJm*%HGCmM_Xwy)6CP;zkzVtn=I7X-_{ft4Y|t z=EK-?a?7sNq~D9)zfSJI`^&_N@xb4CPT$`(#?Q>RCn#;`i{$^71NRpHF+6;kz$0VZ zxZgusAb^0iDOBh~<|W)UAmNXvECkJjfflh!c0eSAIQ3G58%m_Hk z<`4xoml}!pgJ);kpV;k-o%3F5{=~}n1J#yH29EP>F*DO0mK8$#h~d2 zIAK5@1gt;6vpIEjb+Aaqc{vB{Nk}!pp#91LvR-v&zhAwA1|KJ>djI~LoLT)DX;HM8ZataLTU*)I zT&O=}Lzyu{skN>B(xn+j4Zn2e+o;UY&`^hmVehElq$n9)8yMVeGegtehw~E76AxXb zt3$8HlCNtm&7Ae}&Ge;$LhI#suyP}kUXnxpqL7nz!{snCnJ2u9)P7@qo&{Mg8uS4=3AqDlW zd#fGrQ3~_8$ox&G^fVL+I0`SWFS5UNf32yPWnPVBTkah9jt=?j53lB{C(F-Os|~iM z1ax@LW$_B%sPt{h@gE3#wBq!JZB@zd;{|1OJa98ad`w>q)ZeTWYrLbkN8e8aD?cLd-#09>FA zJIFMU>3|K`0f1CiRsw*a11Rty06-w?00032a^V8!@)EKOI5dE^FYpNrE1GFPBydso)wbRtn_ zOIU1&yb&$zhEjEIqzmhqZV=P&s>yv@9qZ+F%C-b-4vw4UR%ZldC;RsM`Pe#&@- zs#Q|aGTo~D?O~%UIu`!6N80RROsvYnRdyPd({%c;@2#@*ooOJz$0I9NiCY9+JLmbA zwa%aBiHTL1@8L7-a`)wnyMZi`-xG@QX+=!e@XngMZ#FugIkE1*8LLLgHzGK}lRK3b zg+6jw#w#=h&P|jX#~6iz9&$!uj|!IT&=M7>9H{I8cY(+id=Mz^L1z~o2mrDmBNJw1(0e_| zxqy2CbmNV+coBjibplINC=7*#8Hhg6`2bK5BvTLz`3hFRysMXRDwBbGnL9_Pvx5n&yum7#_Y50@$mN|NI7 zJY&t1*%%?8+PwX}N{}7b{y9!#pX8;A(g{M|YBNtrm6J1UikwRlu2B}zD6Ow^uMJ)z zRWh>IsJct9xv4)cWU4ocYk5X5vb!0(O2MNgm$W#F(QC?k#N*typFa>1To`=fQmtvZ zUUKB6hvMgt5&W_#N%}Tth1y5!Ubd9Q8E#v(+MFCukduheyJLRXyXUa9q3U~{)?7(F zyO1{jQ^VKpoHl!L&Xm_7R)1-8pns$?#lAZ?bG5hgHNI$4$2q=3JB)tbV=I5%l~onATh{Jf1YuW;??uwq zGhRJJ?=8N)ez8vbd3&OiEC)#Bo5`L5s{ZfYyvZ)ja&%EXy@GejuI9_UFeJX#Y zwMvS{CieykHzmLf$1_`Ei?of`YrS@1x7(fEGR{GNYEk!}k9C`4vFdjM6V%T|9VuCvY7=i!5j%lM1PBUtc7$wD7>vNc1cVI~Fd#lfn|4zV0{~Bum_cp_ zwr>Xx2NWvcHUOn1;DI8q6Q~KQ*Zm#rF~P}F6XCvm4pgEaPMr>8P``N`B4kmcM@Gr9p&lSRGd4V?;B_ZHN^krl|9}e5TEY=U0>W2B_HwSY^y~bG5dsvG{HMjrJoZIZ+X@ zE&7gPeV*$+oq7J0rm)CgY;cYHk0E6pgJWiRJlD01P3fv!?O>HAaR7A?zFI2F&L1drK>s7X&|KL%Z zq|rQDG`H%RcinV7X&gWIa=i#D&TPa~CDni)C{dq*m+CA`PfQw$5zXw4U}c*!@PB5W z`=5i!D$N5}^7{RD?+~K!@$qq95dX5xtvo4q$SRX7nQEM8Ltv^KV3AH6)#WEWy_XfF)fBDpn5jLKIZ1lFnWhT1-%!FP3*$UA(-$%&;o1) z7|PT;BUIV|TtROPg4lt^7V2kUss|(wfC?ZA=pBS5;EG^FyI`0?T?=(G094S>E@CL( zR`Ot=0&wy}?%ru6!d9j^?B3Z05b5qR?cp>Ue}p~Ga9*i^nM4H3)*#?gL_aP7s3h&p_U7)#PUXeLTGCPmLQ-VAN}&pe*IFJf z-gTRL*7rw5iHtjRd)IE=b zyjyg;f~xq5xTuuQqnW-}E=$q6Le0#FVY?qoNr_p9m4{?kKE1U^ z_sNxtA^0Arx$*+xY8{kz#~G%(HuI=b}v)g98(%2X3{4nyC!UU?}0Ek{x^H0 zGbnAuopK(9{VMMAy~?UOFNzz;F2!;&lGA)l2V7-NxZx-Q-QiTc?)lUHNtz6m`c$sU zvgKr7Wg1(=e8@GeNz%&X+wI=%k^d6Ge5WHt5H>LTkBw#m9f95#XY>CLga4p&upsv< zI)Zj(K+*ssK}ijO2L!o@k)Svi@B^A2;GKY~0Y(BFS3pW2!~tFcISyLS#NY(d92oz{ z*a^fj=$#ON695vF(<03SSOQTkKquHpx6Zv<=YYz0FNKzNbxJ7$Unwgt zRGTi9AtbF8NPMupU+S>NkwsRPwDtXsZ1r)UJa6MU4u`wamd^9(>nF3~YC|t~{T}V% zy)1t;nS-YC?&0#^>J=#WBC612)-E>q$ugDV~>`F zzgYWV$+V?}7mb4RG_w2b1;=mpxg}fk`o?Ct*|_`7h|*xkPtRZms473B;3ZQ%m5Zd* zx1S0~km=W}$E8{H4RZ7Lh7YRDbgdaoQ5ErKFQ3L>NJNV+G$|O$a`X5`oBtYnuz+U6 z_i;zSeMLBecnFXX2VJMBD@qgeX;KzOiDDa>Nn%l%o z6of1YR=`JrHW(^_082r;ydZsmqI~7Yf}4Ug5V$FTFG%`eDKD1e09`@I0@4TBvtXql zu7XuQKm%bQs`!$8b^A=2ly0V@c)v(WpG40UhOJp z@Slz6(N*g2q!|(%vbCK~7>)W}A}9XzkSI^$TIuXMX9nYau*>k3qLK{VjbYb<9m?%y zopCd_8&Wi33b;?-Dt%bvP?U9{a@PPsc;>k8-VEbaZzR3be+skk6el#GZdQoo13*Or-LSd`hPq+Mu1+i}Y9$9g3l5a#vq=pw1%9@1P1;oqL8Q~}r zcB2slq0{eF$TM9m>r)B)`ub85;K#4Et7JvriprVilSO!oGa8MzkLF58VkN*J#EEXE&Mjw0h z_y_i^A_2dIyY(}XX%PJdJ+ZsW)d1yeR7}o zm$OQzwfFTe52$d^UNRnhs?$wMGCEM^sr%7kr;XyrOw6sL_$__;89T3NzVT>ZvdM19iK{71 zx36;$u2H_-TV*UP@OA%guz`sd@I8>33eS}xvVjR0h-khlkO1)j%7Mkcz&GYkKC}!R z<1?d}yj?*jZh#^HAy7jF{D62D1PN?cA}Ip?29~;@7#HTcfhV8<7kjA?LdX)l2PcrB2bbxr}6pli{itJc+5{E44Bv0@)E~GG&S-^n=0v*EDG%N3MH-CVTj7K9&2`t;+1Vz9*N&uzAIj=06fX z5*+qWR%}!8`NU1es~vY6+R9fKRIa?8|I?}S#LPp1iSF@kelE<=kp9!`kChI$V_8a9 z+^uG;t2W&@M+4TO=Bh3e;D)IbnPwUsVrW$Qc-|+iKK%3jBKMD{5_y7(C)(u0j zfa+nuDbAlehk{v96L6x6F$+KmsFWje0Vsj86gXGKfCBtagc6XYz$F^8J^$-K0T8kH zM}!Ew_5`{%V-g~)h$;XPwT;byW2INTq0CMli|zM_9_^8sx_kRT{b>V&L^@SM~jmG zY395KmrSzmq`SrAM>v3D!kEgV)nVGJ|70MCFH0w2Y2|b4RJc0 zY;{enuye)jUkVnDJ(ho)%71p7_QSo?7ln1|lZLCFOKp3<;L#DE$ZHM6ZRdm{E*vxZ zG_r)o=-oWSrR*8s{Y~Tgp}zQXd5!k9i8{mkSfVPqmW$pQ+xpWlzBg(l+eFKGa|x|8 zwco`Dq#{8OmtVk67n;q+83~N4B*}Rz#|UMf?kh@l?$f~TT&@39ZEWfT%WUickcHm| zF0c#*aS8NlAutMPksh!7#6Ss zd8oCp-T5e+IZ%_#?tad^?-2ZqH!cu7ANT3?_!TeoZ92TFB#yUM(c1I;QFQTSl|E zbUY47ybt7#$Vl0zQ>{T@MeH+Qz_uQcWRlY@brhW{UKcJXOUiekJGggul}736HYjVv zddbf}z}$bk=dk<1ai#91QW9_Nx%mWzm_Cr(cLF7}-rmc~z3TP}L^Ue}}Eg`pIt z@=}vWFSFtYOSd;Qwm#X@-gGc*X%&eQeB$krO&{G=W-t@>dE`f)l-}JF{@cuVZIO~o ztqB_>Ufv|(rdhmfikp9z5xG--UdbMOnrR=ETbLNJh@DZ}?Mvb6W>TZ|bX9VMvZ~T7 z1$1fU+0(mzZsV<)~9nR>7ozW(G(NXpACz66^^846K=fWCzyq z0?a_hB+?vMCj(O(fE;jI@@>P8KYr-{%69-T7(XIl^gd>{sOxI1?``Yn;k;28%Xy;^ z-Wzj?*)E}igEtDDb4_W54e&;x$H^pW^EF8|#{<+CA(AT(r7~R$m)gRGZ)ZM#w&}b+Mw7 zOh>-XGyZbD~!c*#BY0?*S7=7|kXolm$T zagrt*ZrnV$_~EL%alA4;ESBhe&5tC~iF5at{xZ+?1^vd8#2IVzMmGQck^jUZ@$oBs zBvo@B98EaoQ(vE`1+(*RWD>;=Le;={DqhmHJl;7=jHH5py(RuWeKw;oNRRI#v2^!)M00tyTV2~S$Zy_6K1oxg!FRVzk^<+p; zGm2Z?NM1y{&i-_8@*REjw!Cz6z>9=fmC1SF!IpFRyJE; z#qC-R=l!H@#Do_rHbT>)3io(AoG9!mA}u1Vuiw;w7aF%ti&tIpCUa4xEbDIXHml|+ z8UM_b{obhsuvonmjtMtiTQ z+ow2KH}PAg9DlV_$&(?f+_xd|pwoGmcVjtjhFe7sW_+T*ezM?9U0+L)67It&e$$65 zE2Z&i7NZf|q7VQHDijH1^Zy=8o85rp96(9zp5jb&0 zVg;STBc%dY@8Dj5So!P315n`aeu3xDoTM0;7ALo;W;rsA)-NB>l9##jI-ihF!AS;M zlvaq>v_|r1E4AlplAGJJv=&Cz_7+iN)KhPly9}0Iv^O-{cv6RiFE2`?|DGFsL;3NMX!# zrQ3Nkx~xRaha;?W0&{{N<}ts`Ny@6v1J44u?*}cIxrv1zU|4`v0m%n|3YZkAU;%If zX$N2l7I+|M6DxgUlml+w;NT533UCjoT)?S42ozu-7`mWD1p4HlQJ?@CJXx~{3kw5N z12xG}jU1>5_!`h8PfF%&YQQ=dU<{}h3}Dd84$4&##$c6lutc$gH^f-JvP6-B0p2nd zSCA`;Ng2!-MF4|pT;PTv6XdU-tNftQ;?`RlpfEGbnQ4J<>acc~xno)Y&=MgK0F6&g z9vWUcmD!w68=QoeYHL4SJK1>E?Q(Hf+zRLYGW$ngKL+!z&@?qe;85)&av5)u!~Rv( zB|S8m9=mG=%Zo{s-lr072iFsO6UJACS=2N9@hQh;;sTQ^WTcjqD&Mn+@8?}0z~^>1 z|G}M`*O#4Ld$)GfPt72Enw;!x5qfsnowNYU`ur%CP39@-vC?~Y4;}AG^R!5MS5Ir? zR!F;39@OD|eK5^Ui!$sIn<&WVD)s2zojdDYf4QU`(4fcVG^8mVvU=Us$D8T1{ix;d zuEuaD51+}~aKE{$esSVDPdA*TS35Upc=NH96Q9n}RYi*XV#SrW<7{@0Jd0~zo^}Xt zy;dSAO)=`QrYAqEE;uq;!e#Bs0#!MKf&RFx(-+;yxy#f@lih2iPA|6%Tgh zhT#X2KG51g5CW+Rpa{4j03kq7(2>eiPXuKva9sb_Q3Pokz>+mTpjZjZEe+T+Q%4Qj z<0>sV>YL=Saa(z zlNP*IJ0qD#YE5muonG{nd&jqoRmAXjhtN&TbR6xQcsqpDQVx0h=6SAfIpILxqwhb^ zo+2M}&m*v=?)am0S2}AL$Hg7Xx6!aHIHA|L?A)1K;d)}r1#=aIb`C#$c1N=7hz!q` z;rtkbTw(2;y=#B9*X|r%V;7IJ%1a{F$JI?N?eH+(t00!eIH}?v`&`|6+u;kZ_Z@4| zRH&j^OQ?C~H;2A|R>mJvQ4&cYO4xPMR#~c+lhl4+zam}Mj#SV>k{;NotSV$8QMi-r z;HpAaFJ-oGNX~2P-lUr$H{DUsqA*6sdrEt6sQS86zF(CQvaDL6t8c zC{ZjH+WG=sf@;dtuu+h+3ebXVRmfogNYL&Vmc~F% zi{J!_9k5hD=>V2svCLFD@^^H?09t;;!;~z$QkA?}dK_pOh|U0L$>^`~heQP@@Clda zK-n#V)3u1AN!lb5cp|E-AB1w_q*I&I#K}RIV)o5hSQpLToo)vmjhvD9udZD$GB3&S z_TJdJNXamoDIR8A;o;)8H%C0r+A3OboZlg7=H9V28b_VzIqy6D+0qL9t13?rPaM6s zFudJEhfHY{H&}80u7<(sfc~b<0Q}pAi6JlpHu{U%*G5jq+R_LhFvh|S*!XEE& zU99_xg%@k{p=Ra!Dr_%pK7JyCbgY<%TjiMcjrf6l>?DJ z6k4<7Qt?>7sBE3Kw#`zmT+7IEK^pvvE6rAklsPi0!}QjljhnaMv{_hNoLt~8}p)H_i0sVT|XSGn_@3v#Ur8}Rpanr+NIUk zYsY2UiC*AkW&aajh>Z>$=t0(KkbHpFEKygvHw*52Oj- zJ!JUX)oum7Rnp?cj`L^(3kDwSjXUG)&5Dxlp1Egf>(N6m9vj&Rd?IB&bcmL3+nBlX z>aERodg@)>qYcW95Q=ymPpDj7HaKdh|II&k4#D` z>yI5f7b6{%u!G26;%5=FXS{hz(tT*@|6h-0td59 z5D`H)Dad$5(grS508s!=5D`I9F2WCBApjm=kYHQ{Q4r{!Bjf@XHwSF~M@Ct9GLudclAFC zWH6=U`y*mWe0(BZcdkYZie-G(Ft|`GvlgdUHE>N(-ZzjF%XGKs7~xFgU&b%U(ed@@ ztn|_+j7kh|@En{=iS=ze?@>=tvP58&GMjnZA zNs^d&aaQH6<1)u>cy5(g#i{wmyHRPIb*}$>VBLuCoF2aD6H)OUD>`Dd1{e$9E^Y3| z#S4jRHp(1b^Y&#~M^;^jY3B+SQ9v>x>Es%7eeWZr6+~10lFJgpq@dkLukfF6oyHsQ zxE4<{eB9Kmuj#y?E>VPVN&7N$>5lN%ju*>RBI^enc59N%iE-oST*DK+mTFKVt)f{; z_imj!Xym(km9`Nx1kX1oe$2<~qi@unNMGw}Yw76jl4Vh8I=%7HL{~d@Op;%Df$Bo# zjRpSlJLTHL1RQVJN$TkOH%6=Ja=AKl!E#5kfEaFh61&)%jiYk47g0!>GPjUJtDAqP$quaR0oXCMTnC8A|#dEBWq8SBO<|Z?Ub_`Y;4au{G8U}IYJVISr)U>sfC+5FW)iV_*Q}&&nqgTN7dgoXGiHEwNA)u zy`}BFr*H0+ud?^5nUQX{>Z=3(h8)QBV*|akT3vGlX$$E{Ym8 zB5sCBsFW&qt!adSrnBXK`YR`{=41;E@qh9X!rXrq>2Bh@d=A z1BJdwwLmh1gbO4yV1fYOfc6JkBLvJqZF3+S$WR5?nA#Nsz`#Zbp)>|j3<3-^@Pn00 zL8f3MgupbWA_QbI|Mci}>Zmce9@vR1XcX+hUzEduKmoFWGzx&k)QA__>0qKF`xM2x zm^#7y4s_*;9k&AaKpW(#Q3aWrU zgVaKn*IN;dtHQ6)%H|bQ+~OuKlsDaIZDHe~%$0Nl^C$shdRQ4b(Jot8wI@u>&cM57 z)ngUns;)hY4te`{WeM5oXw57C-LL4$wPWM{EgqC7QpM?fsy@RH`ZqbcRjs#jH{KQ& zN6?5p>md9oSg%c1p`2P^X{YaZ@jyk?(*TtyK0zrDhT2nE-G>*KZ+LF;gvOPpG)rk; z->UaUBXt$_f(Bhf<-)v9VS7(r2@X*%x0H*obUGV8Qph;eHvH@qA2+#Cc6Mv=tpQ1X zWewZ+owNmSF5j7D_MAOPiznT4^6jLvezf+!BYsonDxX* z^0`{}sW9*{OIhiCff1sq)&>4jCQMspiYb25AnlCcQrh{h+cQh5F90uDaXOz~WM9Y< zG3^^=CH>)TrFnlIC&JHT-spcV!bO+zfD&K%97vLYF^Yf!C) zy;9&82q*w0Fg*g93u=S_R-o_}BNPZR&;biLrC5-QW=pYl2$ajd8XAP68N|6$eNt$x zL;ixu1=bGvqr-u@r9d&jEk*4!q*)MpVBrgz^a1hmO?(ajiXX8ZQh5_1TpcYn*xd-A z?*?!5UfCJ|?2Q9(O?k)K=AqsHPvS0sK$>h1jC!65#qeRH;WZ}-BL zlN0HwBaRN2Rz#Q5v~B1PCq`WPJbBnsgwi$g)!xaW&$KSB@=PBOVs6j9Bc7yCZsT4v zz30^tx~`;o8}piFtJhiL>*vBfH#NI8gfiqT&u*$#Kb105rg}75P{uN=%=>w_+*-Q4 zh(%y7!*b>DwS#*1rM()R1eIs&Y=8G|n#tpm#fE|jHG$=ORRj|{)b=c{{mrpNeRWF> zuJvVk!ok%U!Y3S4DBeXnxZ6wSygueh&$(6Ae<^R4hMryB(HnK|9j?(GPU@*x5lE%} zEAQ{fYzvw;ZCz(Xl#qi^l;xRoTGV$?w4k@AY*QR7;6DBjLbL!B);?`f5l z_)5)hw7W4}lxCw9Y>w5?zte&bW^16_7K&wnAt-1;WCPOMf0(9IGF*ftAXcz42$a+j z@c=MEzA2PJK(8QRL8t=fZwOVu>zLFk9I*n43mWkOqXUJxsBi`h1j7?F;sfam^g)oz z0eAL*B;b!imDXL4Aa7u(w!b$#fF}!()oAx>s3k`tu^ar8v^$0M5W%LUTpAb6Ih|gFD%^bN4LY^F)DF(yKiZ?eL$5 zv@&ejr^Z!X1O1m&uUd4xz-Lvwxy)LkkO9}=u;tsNdxyhm!OynYIOT}U5ptQi*R#51 z_jW<`YKC>9lx5~`9?uCIkJu^m+c47@h5Untj^e2g!=y^PkMesG`>)}fT03i2uJ-Qm zNRuK5PE%*+7mfP&7tgvgFVN*mj+l->Ypk=v+OCmR(Vz6Lzf0hizpA<6m*U+&EtV19 zllH!_sKKG{N!)^8bh_H(h-wj?IFVy>ch693HY?*6)DzRUi5!{kX&>z1Ub{a!r#r`s z{LbIBf9LA;%=AblXRaQ>RG;-NJ~q}QZ+05f6Gss*7jNL=I!hdM+a0V2wuV3zHDpeL zXS%$V|B7gVf+|=XfF00O|Hqi%tx1~flF ztLW(Jg1G_l3WgL2CXg8lsR~9xu=Ot#(n7p~@B+*YbUF)=fhY(-1_BE}3apw6J_gol z2fP5e0z+TWPDQ~ivPUth0Sp6$u|OYO`a;1q865Ne~>M4EFDqC4V$DrhW$y z#QO&nEw6W%3`ogm*)SEw0}Cq>q)U<}Ll#A)MUfo_D+m#MseWzS`z`UfEX{>Sx(7mw zixNC)nAIVMWzK09_;+h+Gc932aMPRZ-LEyfU0kz8yv^u|na7+7?k!u~-ENdMnPk#+ve?}~xyi;#ETU=ua z_mUlVHD6v*=F{^`^Yd@@Z;mpPEj{cWnlqh9?W=Dni1co)Fxz62WPMqpz@CyDazu6G zx_gzoB`hyxvLx@e8a|WhUd}63;H{UI#x?gt$vw;El+J4##Lv$H{yb%J7U$tn4r?^SKHgIMCG?43z>%SaR<-GM&V{K#$zIC=|hjDC;tn`7^~xMM*j*HTdm3a5Q`28@6 z2ev1CMvFk4*LOn;%-;Z81CCk%C%^~ApaKOb2q%DDOg*B9&;-0s$Y7@$8eoD#^g6Y= z0agZV_JB@-&;(%vb_Itq3P?|&9tKrYtX_&mCqO5VBmt0sqd0&E@G;Qi&tPIe){2Vh z$i6`BFIWHs^)Xd?pwI->HPC*~H|%{)1%UtPYd{OH9}q31;!9L=6tm2k-KOiaTeLJZ z@N#A~MHQ)DI8ww=VTl00s#9T2E)Nfm-$}{6!BzEgT&{uBwOUQ(OXNNC@r1d?uS;EQ z?ILxj_tXxPvYcujN=dmtc5`(<=-vF1ydd_td|1el;YA~h8RPypJ)$H1qS-&s9XdJo z!9>bQ+WC0r>n;6^o97G1d6l$zSn+CBCr6wTdS@*uv}qM-Hz?pD@EaVhDe-x~=x+7g zX>Mujn^;lPGVkTw2-~wZbGmI+AiL4u^5M0bmCF-W4D*j54gWcf zw5v@WvwLprZ>ks6^a`hHh;Q5SWCv2Y4kl%(ry;Ng|oonMq<{APGCbt+o?rRSp`JAEl{Ed4%6fnWmMPozVz(^z=Rd|czKn)Kg%t1t>`ruSkCib{VH8jUNe-YH2s_YN51g|g z-xKnYsi^U-RL8#q8GsZ^e?X)tRx3_ynU-bB9MW4pP%%yBcs}O>CPIP}nhf*c@OD~^ za)vlQf(@a`CK{g9C~50k6Zm*wMYPkt^01fDqsPQ!Uu{(LSQe4pvhZ1{X9*r@X*;j*S7Zm8sWiSh6XOE5i)S&xDC6H%x z;q;RWR{s8b*Xko?#7fi4O?du+r*{@_o#;+rbIUUGsk{jrcOTrD*(s*vvDZc4il2O1 zPjP38GLyYAv2t-iOqO4He569C27l-Rdb;#-zJ%en#Ugz@b`pAOE(AW!ing}Jcxqt; z7oVaYHQ7X~FjF9l;0IX;ukS6Q1sY1gmL4-wRR{#$?$GNCyIxsVl_bi9)anJ}A}~ z1u260pkQ50MH5I>F+hQA6|+Bqae#G!ObY;xtMKRQ)v4YmxEI*-D&Siny8@#dz%@Xe zV2!Tt2^s$sRsctS#37&NppwFDrL1|(PgR^y#e-Aakic<5mD?nSUvrU^nrm^rp9F*| z1PQ_xqn1lq+PbT5Tf`VPq}j?ua&_uumA7Quq00 z*dx)w&N03o-nZOKif#Je|JS+-NFq) zziVsoXI-F8t70nFjtnjgy6-KNVcE#5x^MSRUg_J%vK8c%n7vzgjy~$y=Y8`eafQ7o zzv8~9gC(JK^20V|+(4s%~vV*@qMv3pxo9tDj8hyjIjR5izPSLA>~?HoxKfRTlh zFRY-_20{<8Gr$Bz7y=ay5GzQj01H9KwlEe5-7aXGBMO2_=AcfdQV{5w0|f!s6W)0P zv4UOKf@%Ti0M`>8tYB#g&<=1nusapRJP?3&#I+(U0Tb0Uo%K`-d`I2 zf#CgOfk=^ddQNDa-yw3MbphPPr5C%?Jojt7HzlsVR?rmy?ed z)dtgCe6?H!lX$g5%9#<|Ypze{8GSfbdvfg}ZFSGU_m(YI#HOV+T1z_)RWGMGmj}jn z;dz3}Y_dac+&Q7Oq$6+T_O_6r*SE?K&)E_y97u=}rmb0h<;c&gf4P~W9q>MbLWs={ zk{nb!8a(UenY>-pcfp%X$3`x`H`#AMZtH*6ZoF_}=b>sl4e9fhVFra9h`dJCj(Pl5l>-F)Tm@ z(zC{=QT)Qi>7BRA0ZL9J>c`27nYmFs8{VpToZT|_neY=jPyCss4t^m6543JKZ~b|E zXigh{ix$bG``lsa;{jKeT?t5XZEA{Eib+%>F>V``ovWCo_JZLbb^nr_=*^Qy_&2Z9 zammVJj&h&wzuY`qo^RW=1(2HB+g?aE-!`UYd{*p4%DuWZ&39(b6#3}Sm9FLDtT%g> z#f}%xt9SWC^z}z^%T@QRoS}Bn_e3L6{axCfElt9v?O}=g=zCd`{g2#2I$hr7$9VY1 zABd&JsAdYJYWNq*&Lxd1$4@`{pv580v@?R6pID`mD89;sjk6Glpt4L225yLC!jZr5 zY^saQH!X|)j+MZ^>)jig5k$ja;DJEB1L|Lp#bQ1wm>^THS1`jA$OzaVKtrG}3e*G1 z7j&osHV6X(*e?+*h9jR#V1a>CuiwBw1xf-ID(ZPayaJR2Y*PRf@J66?4w!;+7Py2% zn1Wtr0{;}w;EIcj(UCqlB!Dc?2?I@oT+~1MrvNC3l^`eN(W6IzDX7B%W(e|60Z>o@ z9ecI@|3`Ok6kE7^(=~-RRqO)V;XJ=R@P!`dK_>2m?T*r+lnB98W?Qj1nRY3=+6+&uJQkKl*SE27 ztH-etJQBwj97<8$wo$!1&HmCFT)=WJ_9^MXtJ3Z#J3OWP zLvz#0$#dyn?OB&ON1E61pP`Aq1pz)j zl8I?}HGR(T>uj62=t8R&LFKVqaWmA~RHJ^4$dQU~izK=h_9@RayV*yvO&%pm$>pRs zbKh~w?cPe{+}?|5h~c>2ZjtM8Cpk*gC#sj02asiUL=sfzjn=b7*IoI_A*KDLJf&>j z=k`Y6_u?6dWB^tmy#l?BujmE3x<_3NbY>5gFHkCg57?zWI&DKT1x{ljgax=j=WNi@ zfL9=aY9NgQ$qJ;d;FJO^pj#9axdJR8zZA+|fCf{`UXZ$iY5_n1nSx9XRMEheNx>sU zS13R=z}tXW1=$;*QBWBa1PTDc)J_J53DC?yos4hN>-zV_3i_8nCeLuNzF86g9_c(t zQ(UrJbiM32M=61=ZZnQ&;p%Z2iMzFwaxJ!u6z$HIKVS;6ibH&!(Slpe{42`n8Z#nz zryEOAV+)h#x!Mc(9bzQT-fuY;C4DKK;>K%VvMSr{dRf#w0da8}7h7dKI5lIY_Q;xR zskS?+LZDI>o!l<3 z?P6)MBR?cxWgWdZ+J3e9)2%g$!a@uq@wtml%8tj(vkcB)H3+s>X@C6HdM_iVW04_4 zUSV6EY6trqZp#Zw^}@%E+m^IO&t0F)W!yMI?Tgwx_9FAr=3vVKDxWBE9%VD~i3+pQ3prut6+^;vXPE z55x7xDS8x3;K1s@aT7_5`UD*{2^CfR>)z!lFTA7(s>W@MrgW;B^IyUW$X?$(esnN` zS8F&wT4w9QFQ(}CxQqo+0+|Xh36LN&piE98L7)P)3>2cE+j+nU;0LIp1s{8O6A2Us z=WKP`w(am|`}PSOZUT>=;NqGf5GMHeCL|;#Bqb-Lq$Xr!CS+wNR%7>o%QmkC$b2@j76PtS=ZOD4j?CU)%tr2>=!<*|SuV0QqSfUYRO z2MS}Mv;li!6VcHVv9S~J@e?U26RD{axw#Vu4^A9AHc?$Yas2qii4zlbbrWaKfP#U_ zIaEhM$8g@JzIF}0umZWuL~HBBojVio#l3rwz93|Q+yyXYVq|3E$&-oa&nKpE4iGUD zZ{Gsv01@-82nPVie|#BR#H>AW^3>^5H9wy{RCl4i_FU8d$KHDYMVV%8!w)$_gGdey zG|)s55D`&nGKff0Pzg;AilU;TA~rdyBqfMSP9_9Y45Q>|KtM%IfC&&35ET{a|1`Ju zI=k<_JNvEU&i~an)itG*HCwgSUiZ1uIgPn>Eti|xJC3y8^1E@TE7F{Fk7Q_gAGVPg zt&Kb1{j8m=E-pMg^4kCPn_(%Ff%@m~uaZ@TWfW$<&ic>J#P{~swd(tQ5U8);HDGdB zd9AEvdZtglv8)uQtSZ4e&ulICK8Z)rl}$}D9pWFEKKG(5S#C)-cb!a;B}vs~M3CiO zvRann#+O!F!6mlV%Xk*Hg-6EAq)A0RA?Up?y=(Q!Sg23dy*7e{nHZ;37*%|;WX;*~ zW9h-TgV^lCeB(R~3fsE$HHl{)eev)B7OBnAHh z`4x(^Fu6!cN`fB)GYd+JAzc;N3{6^{tHGhM1yW;>7lVNXO)Fr`xRYr|s-a;|LnVMD zCMFsxv9i*DiJhIw#YN@jrU8?f7*$-HDk({ok)f)oQMI(FixyE04XH*(R8v!`nHhEE zN~)C=b=9iBfs~gQ)!(1GX%jUt5a20!Zs{R3Utp*KU_vG^j5hRE9GJkMz)~p`8dN1D zP>YJtz7N17B&z)Aq$Z_6RyYd0vpFO#n% z5Y^@rCQS14mIMVP=a>(9wI5Ac3qwW4OYtm~zD^0Rc_p@{daFJVK5tjJn7#6l<+Aji z&cl+6gB_MII}F+9+mOmYm+lMI8u|=G3M1}8gAKL ze@ta(QHG(r`V_uc4x3l2#j;;sRi}gPNKAXDOpH?OZm#gDx$xWZ(>L2(~L1~b5T1%zkb1u zg583Wu1nrMU3DYy!;RI!%qBM@J6NXs7INwIa>v}?r@<&3knWcspU~O)R0|(79nPuV zNLz?}%gJ!R+QGvn%fC(y6&#{IC$1INY$O+^m`D|rJx{R^8#d%O{F(bcej+5PZ2XQ! zzoKCS9x+HQXa^#UMj+5CD$HHLCK5rT1qKD$3a}b?&QI{{Lu2@0YzyBLJ85>hgOsMPE)8-{- zXX=(M)U8{o+qYB0!qDslE;Gd0Angi542(=j(*^wn@Cm>PWL+8{Wn@sZvZw_G)QcCX zzx{@0BoKE|+LhYgPQ81VhBv*v)V@9xcm+WhkcK)mL>(UfHXV(QQs?%D&=V>k${?Ya z&cUc(zy4d;^N;8RX!P?MHU|PbZe0qz)79N`x94_m$-Re zKYQ}>?IBxJ-KqBoa$x`yGF%_=#OX@rLY=eZ zjiwEkO8L3%8?mwRecT?xS6~0k zAhFwcBSi8gB>arlY7&M>rrNH9drmG6vm#o>Fd5%Cb^a#q;`FBWSWK6k7se{t$+FM! z>ulCGJTG)(DBL!=YqYxKyH9AjUNU7D#hIG(SULq(;UiBETv+9^8P{?%`ighyeI3Eg z_juyk4%8aXS3f_LZ|P5ox~KpHG#SrxJ-&Wo7Du1ymg! z8gcY2UMy zftRlyJs-J0H1_26c>G|*o2kbW&q!KdfU8lz_-$G;#p|XcBn^YnG>NAnR<;~>)wgqf zA|KJ&?@_BQkJ&-x<;lr@rDT%;;mDwMZI$xEi_{&3I2H$ zc&FHu)1}Tkyu0TKf1Yumm|B9MSbb6KjnGfBca?6Iy6juKqj)NL9`8I==n)YfLjbV;EO9ht~1qW1pUN8MBqVIx2hHaM{kJ0oEde z11(#&SQqD<3L#yj^)mQM!b{T5pmUA8zLw$H`s1A$G!{1dN~^4rPQN;9kzV`AkJ z*+~)FpQAtHR_UKdVrCYqX;|EI?A?il4>&ZNMcj@3SR<12s>lm@%J1Cb54h?*5Z%kr z(zApkn`uykon@ejwh-PU(KK|2hnDcM+WG@(v4H&oyo=ugnB^(^;#=ekNBd{9zg85oXWSUMwP`id3TWn}@bJ_3&e634?s!zw;L8eD(Jx`v<`$PP@UGT`wCMOj8FhzyLUrR8OA1XvFK|JAeM*79Zj)5 zeHv0VAXLN5G*etmg-=--gNbrYg>EAjhnY_ zcg~GO_wM&T=zBPaL$~)nd;a3(tCs@O;sr+4qWTun_FIVH?1 z$Og)B?e7zPilP%@adPGTa_0tJoQpr;#Yv*rj;{#SYTSEQRd}tp~-I z>VI@twr7pa+S4sHLfhUE7$Z4mZFxmalou(l_X^;U6dlJiMKY}9zNyynYShJJH;cbg zh0IMUEu3JolD4kuKtqGTJ5o1+>k>HWf?_Ic=o117zpjcFTv^$bZsr<5a0P^rLGt+OR7`G>xWa` zZ>~n|66tT`kua{jxxnnH%Z@xHjMbs0_BxYr`-^ot()+IXDVVSbT0t&ZEGVzjDf*I8 z|ANj5hL-3pweHs2yexFx_g!q;#k(dnxc62pK4GD_p5R1yPdrhmx1QVOluWaj?h`-H zgE~)!p7Aj>n_C%a4Ae65nv0cZ5mL=G;|Z3+9P79_RUEut9Of&+doN^;GN{iWPa2|n{c;h^6xTS zlEt~5^L@F)a`%H_ZGEw)?zuVhy@;Qu$hWp))}t+Z*+Z4UJWWXn-Cmn!8>f@5EH{g; zbiBc9b8v3z)gUuu8*Un871GbtP;ZFH6pTw%T%C?taYmQvtsVC2h+d_yrp;<8xigs8 z4<~tFJD|EeFO|PPs?*_|&6Y3qGxK?)SOP++zxkI|2CZ*oIawA&PTEpKd3ro-v&x7nk)e2~7{Cn#lUbK!y0*cZ;FZC6c>MvVI%D9UlG1BGk*lZoP&c#2LZ~E zpErkQH2oaJb15mRwDdy)fre}iqe(o){wx59`nwZR*nSC}lr<$98S+#0< z_3E!yR$oC;N4mPT^%onP89TeL_V!c<2db+p^#_3+^ehxILfuTjJ%~QTYzARPn8zTd z2ow{TB~4&YN}_=tNLr^)f4O>f2EY(L@bl}}>45^Y@BuV-+MI^ubePk6dQj;KoWI{` z=>r2_Kue!vmNOuD(KWBJF%Z~i!5#c=3ep(o`}d%?1K$K}{IQ|+pDSNKQqTWue$76M zt>%E)F}H3GrduoW8en#`%rQR)FfF1L@Tm1%LCYb$QG$d;Wno(y(Z1Zdt+J>iL&LK@ z$D*qE=26}4BahmuN&u!KIVCOOJOJb%m0jAa%eqT!3M`LVo-e<9(y1!oar^m`_s^0W z5+qk%fK{1(-Q_MF7vOeL(6caYlZ$5_UkQ2J9-V#htlQ< ztJE}h4pzI!3*vd57P!qXCatcQDc%r0JFzBuW_ z1k;th*Eyuz6^$};j%qG=(X;c*mHYdt3%~Yfa|=0Bnq^tNclGTX88)-u%W}-NmPL7! zjR7aiaWmI2&c4QegBbnVI@w~fVFXi{pt1D!$;TOaR^psdZQ@})cVn1>GHY@|hED6+ zC*IGR_%nm$hF2s-r4LvlMxO=5_uz+ zynxpe{*~1jshlatpt-`UdL(sA)bfuOipN7HIb2^J6KGSADZEUPS^nAYRA!J+%n3L5 zoNenB@8<6bjCh#MeEedhx1!pmdqNSLFB2?;Tji%+w{c$kGP$u+-lpq{Cr)4gPE#Gb z;v2=iw_tkZuX%@{+5!`^9ERy&*a{2-X9FG{n4UpY zL`4>GTVZsj8Lo>LLqZI;6&qpLdSPL23=6`rP(HqWQc{TIqp6y{GK{7@&P~;5i!rE< z0VEQVyiAIUGyxOFZcWYi@Dp8KBnsrO zT6NLHq+->ovtXVW8-H58deG5v)Y0*+v-2lAyJ>in)~uOvbfkq-;NLDT@IKX%$t^xU z-CMWb4GsMSZ(4>xa8Z{G%)l=}23Xry$x0Va6bD>bJzfXYCBtEgYT{8yGZ|JUC$ zc!#|IyYEo@v6XZ0P+oIi$HlWxuZO);V6m#vaH})pQJGEb9U5%eEB<;Db7|#^j!Z2_ zp&kx*x3(p(W<*w9t{(0#I3zI{Dl)a|j%9i4J=rT4#vZQ8XXmf{Ox}23$0UQnba_-rzQ=lF=QOY?7ty$F`_n%d|@xYLbm-T<8~z zmzg}BUwBA;pr5P~9W86flqvElif?gLE=Z{{wS_CS^er+K2t+bD_R)j^0|pX?0_Jw1 zF)DMv#UzQzH-ERhP;jeZ%Lz*JxNnXsgHop)E(p&N%jDnMr<^3PJ~c1HAeSUxlD;ju zK);fxWN}Zl#}H%lqtumY4E2hKEDIA$^_z7SDU9V*&LyjGhO~AGmvHWZEX*P+vJ{zJ zfzg7rm-)j+3x8a4vd5#g)K*Ex($4zxhlp23&DRN1nk)AEheWV0YGzd0|1e_8ly{?Q zdi#~Pyww)FB7?Kv6s{m_HQ}gq!bb~XY^oKt_7Yp8#6Dhr-pr@pim$`w4^jFWS4eC% ztyfdhWEFJ@a*tLOrYvl3^$b17%tL%Q<?4ILF?s(W3h9hW7nU?{4b8I`!_B{?C1f z*yr9MnEk)KIQ75g#X-qrQBZ2QxWLI0o?Bvz{H(v*D~BE@;?xRRNO~L++_V)dA`K0rOieGEn)bT5yf!nN zG&Gz5J%~gCVQ2U)Qapy+nKVP`_6&AS?;RP{>On&mZ+KAY+Ye zf0UP`H$>qL0zdBJ#f$I;UB7;v8XZlIjiqHL!IgtJ0Jw7S^gt*8o*oEM&dEk!fJ%K| zoChWyC`V8Rqwl)`$$O%&Zwf+`bAk~%|4zFV@bV=jlfa>a2Z$CMc=HA_m0y5Ry?i+f zZXJ9Or-FzjxOm^$6ueO1wC^upKEty#GlS%B+KxT2@P3ku_uqPY;KhmlYrHt`Mjp?- zIJV&&QdTt;1ND?>Dc2iLL4&ym=@2 zzvb4xBdTV0XJ&&KeL5EfXLQY%nR2lSA}9}@;M3lJ-23zU$yZE?f?@i*Bc|?_bnRmc z^oWJY zklu<8m~d&|^Yi2)@DknKFODZiC`Gu)GDvFJ$uzQJ1PEGU&ofiwqoecN$XQN!vlOF{ zTms|b+JP4t*7?jY_J1DsU}HLhiO8{AuC+-ps2%DeXUZNZ%f$;k!urD;B*tM)ruR@tIQ6p`OELhc}^t{3-n&ni8tDtPpQ zij$gtPCv#|*r}3q;;_(>;%ky5(Q@_Tq|{iA?X616MO8u{6dEKfGT2p4u`^A!o;o$z z-gcb5hePG8c9$=^#EGedp!K=#?{50#Ff=|!gRnNKfscD?!ZDmPaB^H5>N=Fh{WC1*a5oVxht^XrNh^)I8<_cwnTtGPe_ zJ69_IH7^$W+vbH*pUQwj~{ZAyKat+F-!c(K1>eHi`J=b@EHEJWKn`T% zMw*klb0?DRpc05qf~TdX0s}&t9mMt_gGMhHqn8NI($G{qczPfZ0!Br3HCPm&+(Bj^ z-Wp&%kOqM^5Re^uH}D(HL7`Ys^yW4`!|Q`oJUZ)ve8?ndc5_*NdK-CWa`G!!t#bj{ z&+p&Q%r%oCur~YY6Bw>^LiA0)`x&{B|JIB1v;KGCy4U) z&l>b3R~|nlvdy|ZQ+z}7r4aX*H&y4sURB^q3q7n)Hb+)y`5oTv)tI^J%1-Vz7q&b4 zyL{SVxopv9cK`Z9j;+sDImoze&apTsvc^<0c4zecxt_`5)gt5}sWX{zfUi z&LOYM(X7lY=8#4A-g#Dc%T{tr;`N4}-oD6L?yO4MTpAl_LD7k_jEFavV6TmV#E>fhIrNojwZXy1fyIDvj=nq zqKLfD&DnTQxyOoeB;n+O3wr!Km32pIJSodK1=(3P5`9=1q6EF33Nfq4TO72G=y?*) zx+p)v!gOY@?{V;# zbCWm}w&2L7#EBRc4dds7{uRnXrIie9;BT{gGOU*157L)leA4!Cx3KGc^;7t5Ig5J6 zjc{{ZN#_}^L1;mw;D*fxY|D-cF54evF5(syuH9v!c%YhBv9v$B%RyzI*`0q!vs3w_ zFPG0ZI^~7M|C&b$V_<-V5@;(8Vo{*yq0$6OD#OzRAwghK@IV2D0{#Sg9(tF2L_~bW z!~(>{QF{UuJ1~+UvJ56Tyh70OMEM+KA))3sa3gq;%IWeO6Vn$kzFAnlu(N-G#|Pzb zKzl=a8_MD6>mLFCdey2%FRv$i_tN|w(98k?WhZr)5wEyEAzg3IX90L={844fW< z^;lr{{N2i4h!$Q;PDX8VSaX9m?V-m60)|LeqeXNsUIf7mRV@%-xpCtLgqz_F0ka!5 zO3~U1T4JZIjg~9y=m5W)-Z)2D9mHS|ccBgr(i#?T-k{tLy=)46W#-El^k_g(=Vv7i ze-?88U;N*JM`_+)^HFMuo2TM>6~~`%d{EBJXOlfmz>~K>lXYqPtDD-(5-)J?QIIt( zWy@EX%3PEe8R5aDyw8q}Pipz*ryo)_EPnI&+HS1wTprLValfPbDfyS)y;2e&ow$|H zNO|2`#bo1}`YB1GzhO2}dcmw|qOcG~(6BB1?aPNp7MjATafiNsnSTB3;%x=iJ(x(Z zZL()olcKEQVRw>=EJLz&@h#mW67F5aI0NbIG|fTv(Y6yDHp)43*5R++*6 z{rmw#nXxiq+W90aV+w@9Do$WSde=5JQ{jSnb0Ont<0~U|u)*Qw6*uRq&+YG=pTp6mS;Ay(=~ zZx2=Pxw-ku)A5>6>$4BvPG1eX{q_r$68_V(OzFY`{Br@z-tH}2j2JZFUc7wvWHT=# z+k9~m@rk$ZU|r)|zQN%@UW^M4ze_B%B|W{i=(SLC^0s_DC6b+m=rx4P&yM0Mz-jwU zaGNGbEIl&3c%fxOvTRGJ_PT{H%;QD#HiZtQa<^r!w(dHmcn9b5xJ+;- zTrT4kl6EZhK87)KFmefThm4b%_I@(mYGXk0WH=ygbj0exR?j9!{ovjkm#SXf&RIg1 znsX;g?N7SiynO!k{R&TT$!YFH&Gy$%ZeF?g_GxV-m$da&npTvi;&$sQfLmw5$`jVV zU49SXw(;q$->!Uo+X*%xZAF(Rrv3}Qj(s2fKUUuh7kuP`M^(vE;|HY zz(xcr4YXQaeSF0VRDy_y7%^~XND>1_28$5d5bo|&Z*S_ZU63cHiL{}iRUoS#IWh&N z9{i%boEE}E0|yEUL&XZhb`KuVRM4@p|FbVVe91HZGGFrUjCnYLxfHPgzf{j=1|}9r z5f2T&n6Eal=^2-p#5*WfO^Nfd2#vi7c*bXARabHL#0qW9o?A6UV^w|hjF_y%xIvy^ z1iyUt?vRwcW=)9#vi7vCl{ryvW$Kbogd)o{LA8XbX#wt)is~D~EL z9hQ7Os{BS`e1iB+{QU=oX|c~=2%o*D*=(W=xS6>kbVFqF4Eea#bVFNZJfhwLgG#{}0yw{|RfH zkW`hKbujhcOo*7Mr(wZwvO{vRQ5WmTkdm-XZRRL7TkQv@|q=LezczeK1wp_vR56g~gzicwC&E zpnE_U3GJ?dITVsgFo&XjyQ^?GXd%(k{-&l-i-dF%AmJ*=&VEnNg5p6_-)XfZn(hGt zJlda`v~1Y~Dk^9+7>3R^G>>2?n3K$D(S0-#z{&`a z#$jv3&YeivfGjIW$R+G=FFLIi)`jRSfpmaW-NLF2qHhQ z7h?F%9V&bv$ojpljU;d=Y{StqP{BdFpj9N1b^(c2uv^E*0Qu=rAegmjJtJrsp`P|1 zR=XkXzx}6A$k59Ep@KwD`;WYyOZ!hu(uN19Abp;zLSjs`3KGOfvu2&Kgt6HH?M|DS;mj^6RIJ6V)s-G>>@;mJ^B=mbB-8s#lhkHRg4fET4am4Y$3fc3sDjz!b(= z@xE%8r58p|o!S0itv^PId~`{7^xmF4ows6q{9=ta#hoGDu>#t;mhb==x2MTZ2rYU>MuM+Lw2u6W%KF;>|6p9t!7Z3nft3 zpM2TE_u^{bnRQJ29G{F_nmp4K)^XtD+ozYV7`l7L?v~WMankL&s~OisiEjG|X~yMB ztP5YZ_TC0>pQ<@db|dmRyEjXCCb^qNa4D4LM&firSS6UkG#Nx5T6C?AKJJ|9P7vSL z+Q#e}%5D)S8(^5fQ}u$mdxEmZ&|uQ0x>5@k`7ZN<16hI-83)xSiO-Xbh5VmG+TZj) z-*=^$Mz06?{sO>2H&G#U0^K0kC4-XnXuU2(8?Eqo*v<`5L60z^-Tokpf=fpS2|x%a zEJB14ia{tKLIVlF1_*foJfOM{gghW?_#G9#H4&FAp%)N`pg4^<1B5vcLVV8=QekNg zSZH$_zaiKGkq#(S17SwlLGa0FORn`{0)?h6iGkt{Ai>zPgU?x-#;kRB zzLLGf5MLWzK5Nr)eEvOSH9>Y!StknD-BD*R2{HUR^1xdyJWGUMmQAll6@hCHyT@o| z7Au3Oj-QBzfmv#MTQJ@rsJ}J~<331PTWr#i#(wf>R-UHJ2h9=}3U=&!cEw;G?KojFiyz4y3Vz9x^P7A{p~Q4ffdUVZKACoS!$kS*`=?HLQw zo}?|T3cJgs)FMYZeRd=)%>2tlY{LF23xQlpG0yK%#5I{rd>FT>NKRxCkth=>n9Vp4 z&E+#R5Q~o?4#p9V_zlJri%SP--RZ$Zs0YDPnR|ZEXx-`m;qtot9{>!|?>qi|egPhU zs0FL<02RO~q4jMP6rgVd#y#>#02pkRE`{ncZDN3?;9OUbzH}Rn3lJegTk*DiSGs<; z2@j>e=>23gJ%BqRApwOM8a#lQ0Ci=kD8qgiga-fy9v)z(!<2wjGVsldi)j~;!PS7_ zfEL+;ycTS{gGF}$17Md!SgWvb6mr6IkN|06D7v6{F!IX(wnM6^>DvyezCN%zQ11l{ z4;n&@j?xeU28FqP3&I8%5nwn#dtCmpf&2&N_kZz601teAAs(dL*^bi&i17_$cg<9Z zGs<6QsEnVD2DX?Ahju4r4t2^zHN?t@8Rm$bYer^Tb}GOkJU1#BY4s(in&cDb9uPVhD(N)StT}kvbGeGRZoeA z9$`)2rdMl9-PExf@*-tXQRloxU)P&*^Dxh{DW^y8(NWVbaod5fwatsjI_Wj)>RC@= z652cwh5s4H6f3PViSKL$P*_eJj3)eHJot}~6_(S{V&gABi$6j) z5Z6FN1F0_mxPOICG5!Z~@nc!|M`i(>0`@)que1V$oj=Gd{xz+D3NQ>4|Abcjj#K;t zp+E&;G(&)X|9?O${uyWhT5S9i(c-?dvEdxu7+C#yIM!H30?Ne`lW$aAM?OZ3O34sl z^9n}Y*Kfo3beSyP5|^bZpFnG^X*!cSkJkmW+uCF?7Yv#t;jK5NKd*mgwwc{zoAz$I z4eg73JlfNj6q_B&(p)OE=@L()n6j?#tOmv1%I28&FJX89GDy`*hCP{^iJiw(a39R7D|LFX0! z2BSdvame?ho#PJZ92n+nee%C^tOOIP6W zstagZ#3w~@mA4a&2eWrEwiOD^Vw}!H@wp@mRRPVM*0upsyr7nAB|CpX^PyCU08xun zuQYDWGwD64ECVZ&HRR_zTTF8DVDrjPZ4#~WEzHtB&#r`{M6@4P3sv3`MIg>&6B4n~ zU9UOZbuvX$LqyY^@!r|Pn*?iQSRx!N{G|D9HH?xURL=&9y5Pt%4bcot9=Q09`#5f9 z3eP5v3Ip?}4N-;WyAx^_%BXouE|pr>6vNXN>+kV$rCn$1&8?APtYcNNDc#`KnYs{I zhLa?XlOZ2>A+S$Q|7vmTnZ;Kga~&S4J>*z2CO_jT7z zd*$9fijJ3BymX(n~?G>o50Gj|U5{i?s6p2<^F*2f6 zBcZoHCn`Ybmo7d6n{ab;Ll?jxdW9B7qTChKQhqlsfHe7!wBiqN3i@(3AQb;2kD!wX zIM0Fh@I!D4_OO9X4>H5ws08ZI13Ju63D6vYN5GMeZyO@N^9V>vK}?E%rvohw`SUVT zfCAqC4ho#GS$(eZoORXts?`^r&RqTNT9lEhigII*s+>$f{g4HcxNz=^s;;zh>&<1akT2;>*;<~oK~wj* zv+}bHSu^6s*{E$*zN^Goyl1TXx@{aw)&wyutdiPbE)0g`$Jbbvk)7m9JD*nlD z`?=V7L#N-|UZ10}?pBV)yjPt^jrQMq-oLe7T+#dbn~=SPw~zQD_iHcLf7Cq`n{AeJ zZQrN&-j6$CZ#!Pw`}vokfc8H_fq%N3O@Y2M?HBECq~8<-oS+@^fe#lKoE3z-=Wq@T zkOLO+(_@^{bKCgoD?vcDgn9uA+Mp^nAPT?)n`teq_xDrr=ag{M9a{Aw@Kq?OcVeQ zf6DI0{{zEsaLHlSda>63Qg29fJk}OXs#|d|5a$|%1 zNk=s-xpO+vU_H0nzCCB4W|j(WEsZmX=WG4*%hxcS$0h6JpWx;wh*5k zVreQeNs$)>^RpdBolehs7jWh)`dwf-IQm_ zmMSa~*UI|({?6f=k{u-}T{5IdCWRj5i|Zdv2R=70+q_VQJ)Vb4E5_);t+wEu)uw{n zB(BJa^xpm-O1EY;@rDW2|PzI5H!jvsbGZ#;$ zh7mh%2!A}1&r~ya+lGFuo>c~8XpT9*gS{>Ggv${Y^Sz>nd+e0g*UQQsy5scBw0FL| zXXsMP$#gNp2jg*q=4e)ULtYOi5mr`KI286jVhgyXKXz@=sDgH;p;fXlvmjpt zR_nv?0%Hp(8whGpbqTFaLux2}!2^AAfh`ZvVFH^3jW7T>5CDWiEi82e%z^7b^o;kn zdQci|Q8h#YVORBu6DI(0pt=f;Rd7Wi;|;s?p(KPr1}UImhN2B-^eqT5n?N@R1qsn6 zMnD*p0_tzG&vu!T-o0A&7)CI@XnEZr6T9mo)GB$;Tf^Rbex zOKD6X3fjA9+p{zjVnikhCjo)Gt*H!p`jzgHF+9R7f)$(mN91EL9jPpSttpPk!}@z& zqeOe|nA5HePKr`uIumVnSXjYAkn_fkm zL>6?m3dQH-o%3Rgkt{X2FYof8`bnY(2NB;{XE}POddWH|CDUiT1OtuIe*NA}K~}Nz zR+Leuxp5q3hD`g9``0vSts*+?l9h@3@ZeG2!)u|<3DGyn+s*y9g>Cz6dB?0?D%>-g zN%VT&F6pr1vPE_xSz9&gd2{Z*dPGT;&=GcWCCl84s(iraP7u)PdKAOFzOiSGkckXF zE;%WAz3#lh6zx_{s6yvQ5}Iva7pbUgW?S#DZ=FzgAHlR znNv(s9e&=fYG>B(H%otoH3DB}1R<~>2JWQ8kV3~2m{8Dl4k((?V;3-_0E&Qp0z-40uVxXQy_T(plJmi7^64dp(6q-S5P|yrWG`&AhiR!g#aO_4uT@c zPv_RP0-u46t!P4l3J59_($x;Y513Hs5b|dfJ^)32r8Pp^r1;OW6~99fzoaA+P4^%x zfjZkp4tYQk0@KR|0!C!OP4f%fHP^snHX+Of3f#iHYcJ?8>bk*(DM}qE%y-8+juq{h zMOm(X+^CzS{G?Nqqq~!N9+`ls-wjh1iz-DqG!C*eFfdM<-${>j z(@PXhj1eSXRSxfb_K`fCUCLKt=-xa|6!r;`<_XjDxsr08GEHtenapf>&uq(zw(2HX zpCHVLi$8}P9X8|c(d+Iml2XqqU5klEaICNFcTZXu9__StpQDVtu=-?9thA*-zN}oO zqby;;SHXHY+eVRS0pZdb4}0Omg#rXz<^Y9>sd1-V;*toBHq4yYg>10PNMLsgfBF!< zh&OkUKW&rZ&sj5_O<#5B`3rPWI*tI}L1#;O`S{?p4;nvYW#MWm?QAJD)BrmWZ~(!9 zrBn292HN%k3MxVn*fIqOf*e_-qo4#A%5K2~0>TL#C!=rmKotb~N)MPo&`J*^kRt8_ zI08j8U_Hoj1rUJ+gY-EB+*ibUU=)G)1>!q!Edvk)T@(Wl0f7XKA3$&bJCL&qdMQE> z`UCAT# z!;u=RB$I{u#OPiT4|bC^!cDLrIhQ~Yk+zR^W-zEL5Y_N)qy%ZomnV8U`Q#3^<_j4e!!4b(lR~W7F)V^P%xpg%sz2Rp6vXn9XIByN2S}H-!p&6_Ka}asc8*a zx%H=JJ=+rYh%NF;CTJz?WU0g*Xndikav<(arm-jzZr;ZOysno zT=T;Y>oWA?n72ugqcYFP zyC!$Hr&v;2d$hoc7D4yqiE|rYWMz8p&~#^AOXS&{JbP4Pul$(MdBKuFZ*Clm)aj%5 zpFhlR;nA_tz~^~~zW(&Uy-C1(%We`ghiDMl$ai*(6)#`#+agwBTWy`VP`>p7GIAn5 z?0FQMb*%%w_jil5Sz-?4^>VALr=#Xcr2Bf<37^x(2%JO;g^{^c_nEAUt!!;FNxkL=ck!Srx_*I*1@L1H0pa#z0jSuI`}p7KkSFxtA8C`rMD@?%dGU0VlwgN78)Q2y@x&VPt6Fo^{I6%k}Q>41rjDKVwje2^6o zbyDzEIz$-EhB~Uf?r(QudlTt{vBLEUakfgkgI7Ikk!?H zdyw8^Z)o{2PRZVU#HM_WiA&(TuJ%M6VH-vC`CqK-!@EsG!-@HTOH`y%e%8cW>@XEz5^A1HO zLACNu1IC4)h?}o#msg*tk==^Nl8x~MX4dgu8kV?e)}}H|?<_o2WZTt{zSL{#`A?ff zl$8>`d9+@b->*RuMn*;e6FRd21r~%?w1pYK1Zl5y0D~=oAOdC5YAl zo*-G|@2c-0k$^Y?$_ScEU?>3*7Rb$yvIxq9Apk)X2WAwcz@k(KS`kTaU;c;CL7zg< zF91pW{)$MVJC@X>wVG^YSjXRVKpi-ZzCCjtjnjm5(v%T7PVS13!h+(1^H_k>ycYoaD=<*!s`&pY*A)5khtL6|!!KTbeM_EhqPP`#?Aaz`%vz+6f=qjYdp*O>$B z-#tmR(XPe|+?zD^8=EQ^M68CX|^zH;54c8Y~8xF`;*=eA_FWIf&m7 z5maZgu6`mTFNV5gzHE$~$Bv_}%14gK%CG!7-YTeVeJ3(*L3W6^7-ld?Vd5Dt?uuBV zIVr%DCg`5)#em1HE0mRM(`n;dG2P$bwfZM<8rl`F55nK0qxQcBOa9)<;o^erPzXx^ zNPbjC==cGX2q+`KZs;3xK}`iN18o#EeSl>Hz(ChgK|}@nm+sU+q61Ej9y)Xg@Zj&< z86YWiy#w4Cq<8#i&;T}o@BxGcOkH&U7zPdca6va^K=lB&g1~^Tm;M5t@^?`2FMkVI zV*gjf5+}>(^h6SIYj0~fv&kB~x@B89*^ZLNKp=jKQ+{re%A}{SOo}k(;AJ45^77|w zOv_+re;z`3@k&s1$*xJli+QCs`ND@3T-KKlx8@p2#;2F3Dch$IP9&t~6U>X|+5CvUR%aQ~Sh@2Y z{@wcflzr5ld-l9e=N3)%Gkvr6Qt^Y#=+zuum`UFCyQe)9R&KbG$fkGAK346Tz^8uC zlBDDy}g~n$F~)i5?MD5d&VF>%jx# z6cKqHoRPdW%kJei3-UAVQ}!kULz(Crsw`9iM*wzC0gL2v>J zD$o^>Jz%^5rxzv8Va|ZKIlu<&(E*}@tX)(=L$?%={Q^V67EE4(sO^ESsGRxi@bZ5K*k&A!?tLY3si9KmT={M@9x`fbTc z5*JUjrgsdpgnz-A9W&FfH?#?r2$tn8tTHKcUa~jBs`Z7SfRMn^BN3O+jjTGw=90r` z%$RUb_~PVmr`rO(y6x9$Brm(7v(O&7l9UT*%jhR?saIz1 z=d-hOTbsSaNrrHyDY#zFG|JC-ui$2p_|^8zWQ@Q~ti>1^(*0x|gg8ib1m@@F6y~=# zTl-B`J<^EhHm(mc5?HRV>feru{L|Z6e@mcS|C*r#Q5O_NM^Xr6MgTWJ{y>r{y~+YW z0bVY0VZh5pGAeKtG{$7A`$}jEMg!K1NqUFMS})XD?kked;rQpk9(j&))L{|5664{*) z!l0-A>Q?shFFOp4jbg53ui9vGOl;JyUFg^&gHFbePuY_Fw|wTl*T&AVEOar0{)TD! z!AtSx<2HWVx4$}^yLfAULwLeSJb$0*eD*@f(@2c+m z_O$K2e1^eDHtkul>6T^mKXx-Tc>p1D%l|(^g1Gh#vHSDFTKEWXl2+ zAQ=>?6)4aFJvUG*ke31!1Y8sdai9bTM8;s8fLQ_*3i@Jnx*-eZ36K&PB;YO+otMBY zfr1+_Kfu@kGediOJLnN0aRT|E`>ilD03g83fN&`^q`=}xq@Gu^%1uDxg2-qtonC%;eo#a-KVDa84y{2Xk&(gwA-qgAgR zD`tguSW2#BjCjlenFzA@{jrBO?p*WvWtlk+aSDZwyNrB%TT&ZYdfZ9F2_1sh?BK3h~T{En}U5u@fYRudQPcTG&gapWF0Ji`ugdQG6 z^8zpo5G}z30fa#7;Lt8O;1kG91sj#lDv&k-fPrjONMXR#@N(sb_T9^} zoTW1CpZvG_*%lNfPfiUJ6>X2&SXiuS7fi4}waz5)y{KJmVwJCFFV5>d%{SSQ;kqeR zmNW7S7k99eK#^MS#S_f}5vj(lUD7i6e)7X9Wpd4`Guo}YA8M{=)yK(p&E!g$TYz_(V%zUa6xgqz9S zY+3a6mZ-c@^qnTE>BXKUCHx$Hhck4p{nj;AY^aC3?J8xz&Cqyy`4&~o_{+-c;-u@V zl~xqw5RzM@2{L1iwH^njbIE+-?7HMN!bKXjSh6a4fRRmi8unn?X%0jU1h(dx+*&0N z$+hrma%9{eD!VKFF_J<0mg@4te%*}lqXUAN1TBd^2M(Y^06qYjKqd%8LXma}!X+|3 zAPEZoDc}QYx5B&trUuGwf$9K`1`G?JH-OkcM*~P}LAabQHUNi!fCb15^fWmnvmjRi zP=Le+wCM(>20#NOEkH7hZh+FG6^KK?-~GQVUHC^B`K!(dr7$DNEg=T>wx)QLCz?6i za2iw=nmORzC2X+4J8=RU3p4fom0yIj>PSg0^k8mFU?TY6yILwxVx730jd{Lhd$FyV zaGJWea=X8EsktMO$6!bL8UjALw{^*p7+#X?dF!#y!z!&pvx0+mnd5jPT*bPJl{_zW zln;oS`=yhE7z3Z2-@9a=yx6G?G=SrGV6;Du-Z7Wyj9#&IP*z>O3S6aYW zW4XloYK0s4l=S4Foi^)#JF~dXRIJf3*6lwM(DaR44>;a0+sd^K z&r(z=UMdsM!o8@T!OVE0#?$VS+M{DmrnBH0C}@+25;2v;ngbiM%{x8~3-InLD<7h1 z)bFTr=Zv=ZtySP<(oC}j>rlg;6Y|JfynO{ zLTl8T8X`5ZaT|-7Tm4Bwx16+;b#gkL^xAQ@F%E}QKULbt&iMV8 zLgc^lUbdEz*pH{)_WmCJ0oXz%A0SDfT?5ivuw{TYK@~1Rq(G2@;-CO5fGV(hpfox1 zJb;>@9R$6rLk*Wh4-NtsXdi(N+cFcsKMP@o*_RG=vk zvH*|)rh=*{RGfjkJJ3TxnG0Yo$X$h((}25x+zDw52yg+U0G@z50&*u9B*0)m=>SN9 z$7-mLO;f{MRI?R822>B!PXUCXilHbP3VJ96xDc)RPtu`)Eqnit{Dat*Xs~*_vzc2% zN@N0*-JAmTJR2xI6tAVUg#t7F?7=PhV~IR8l(a=^15P|ism$M9D)hlpf;^brn1+cW zRx&~%rFdguT%MNKNT$r1BSsU?=DfF5$AfVOZphAzt^HQ+l@9XZdX$jq6=O z1u3N%I|rW07qz^uDm{nC@JuVi&W`Yzt$s7K$#J6(d$nGBqM-Y0o-2nBS&zkAD4k`S zX$T`+i%@oxcG7z69d9l`QniYTXJT=7yW#Isx2pL0-m|0_*BSFv2E&MltBz?`Z_Ww6 z5Sa7GF)m89>%P_M-A89y)TNEm{XZDCM#u~)CtXedB+<#YDIrGFU*^cn=hG$Jf*!)Q zE;y#GF)|KLn45%)?_RGIeNNBh%Y(;RtY!x#PCh#2YB0LBhv>w2jIS*!F3>A4D)@7H zlcZzwc+0Zk3b{7Zy?BfPudQ1ZVj}Xab;w|ghH5Nk#OTzildLPFZWWpKO{{R)&0m=y zXY~FPN4$Oyj!+2;HAD^|g5Hj#CO;8^fcrs(55!y$aDea$`~_hL#J7+Figpx~+Ctqn zuu=gvfX<)<2H*t*`p+W{or^rP?+sQBF zM1UiI%hZ<91f;f{9nBOPsv}}$DXFcr(IwM^%V??3hOO7mQj@&H%uUCr>V0T(lnzr9 zu~XVN#t3~j^UrvNxnXWPt+Z3Yv7x2;DHb_3l+;$I4sVObL^UmgZSlqf0o(>)pQ=2*@YcXW!isoNUeWrI}}`PZQkMniqhHLHa^pA%`P${cR5; z4ni7n&|{O4jJ%tzj@fY2$!)h~;FaG0vQz(W?kMsFRGY;6_rM7?{)rY6R7-*21=TEp z>;=LE#K4>p`u2*hau}g`gL}47e^@PWk!r-+!`%{69({-haonB!(f;K*KH2LaU*gjx(-QC2uAmj3XqC z?pTPvbgEPcL(-n^I)8UUc)H@|%i6e{0!a<`kUbM@B+my{5)IRHeMTcZtOiLEx5iWD zC5tT*O}I}6%8RF1hK;KZ8?Zeoakysn(Pv(QopF&(PAmo|bKkDQd&B;zz9()1j0#=0 zrJ*4)FXA^p8tb`n>b>JaNV!T(?=(#aWtnAY4yV|t9rX0&^wv2U3TpJ#}wOnEU zyVd6L3@&2DIGx5Xd)}VRqCa-lkUm@{xxypERpge;KxV0jk$XXG9KA*N&g}+?YSJ8> zVx;MMg6>>lW&o{o*!ge=sZdaA`?+%?=+>t`KO`7jBJ5x;PH>G$)7aS~A>r>Y5ts6o zu2FJJw-Fr|zaxEqOy!IRxUTq25~exDC%N^Fu^UHyDj~$HK!P_h1uwl}y1r?dwf3(m zwoyW$Htk-2?k2yfCHu4I3V4EKR8UTU;0Or{B1l1E>JN4!DTx*nbj<@TCJ-kFFaa(D ziE`LV5T3wF0x$wA3AHGTKm#-r@MQrvP{$1kCJ^v~#RO3s2yGlcejFqepf&&_sMm%t zgbEz4>7|AZ&7oBSaga=3ClpxtH}snjHag{PeG zx|hS=)Yz6@tefTCmK&F^?$(^HW<4zPz)I`T7vF+Qa_#vAsf6**AD|^`VPIUSVDvgg z+=Q^QC5yZJNuhXdhJU@7Zi3R{jyvm>cReZVs^k5mAjiefIDuAc+Ww~2>B{0uVfTex z>)qu}bA^ryRIXjv(<%h##Bl*5rrR!Tl0B{^Xq6DpvP0E2nJqkiFgMp=TkYD*Cf?kH z^>|CG@P@>v5uOh#9UY1p@p@5N;<&JQkD)Vc4%s>lv9o-F<=WBbjK8>uF{Cmnus5#p zs_9ogbXC){iGGFM!3BcI+V9fM7vp_Ff6-yAd)~K=;n+o;hHw_$gNCBPG$y)(61Y|4 zV!IvHIC3MBeLW4fhWA9fN-18B2xUJ(a+ToP6jMJKZ5G+h0S$XGNm@dAt3-r~m2UkB zJXerpw5O0xEUW$)+mj?C8MA-QWBKzW;D4i^?5El=j=yIIp~|jQfds$VNU;%-315S%kXpEB+&=}w_D8B({0hulU2@pSy z{8Xq1gh={H{6GpT@D}L5qEI<38VDXh^Y~dt17>GY*S}pi@D;{%NLDXHc2}?$ul9E)rIsodeZPpEa%Ay>DZ>?WVva-VPvWf z-9UyS(R7{T>XEItEamb3sggwQD*wAyW9fXCoOFcL&DhioW*HyluRKYRe?^KCH1IW( z6YukTyJ@w!+$IIu(1Zdxm76R~Uq2NNHhq5SHz+xgz+_;yIq0@`kd-*6i`3Q>*F)pi z`qd6?W|RnDrl_qx{p8)+Tfr9^8TRT7<7nuJqBjk;@0&NK5%%IS4{c&vbL5F&D4njA zz?Rnr3uo^UP-Xjt@elxxzvBTh4O^+i7U^^&FR5Jj;WB=n$5<{tM+)O` z)h@cu&Or>LlM}h0u_nK%EnQ)AXf3fh1TUM^b#_hu*qt`DHT$p3F?3tD=B-Z4a%)TT zwurYd7CUJYS7vk}Ot*-AuF$u)*zj_|)b+X7cJYhb%#LJyb-nw%T=Qwv?6b!e0@WM& zGGbxDVDt~{EQbU8rpbFVPRIc-tFTVIPN-Oj6$*w4ff(%;NnFFtqZXqNhF?Rp#ow^wJk zSKQQ2GQ#L$m(?29?%ZL7n;W-%WU@hflpB>Qmw zY5ThVw*7;us!}loln{UpiV`9u^s~teUd+!f3;+mq?EocY_3G8g-UX^cg$|^0pa>~| z29i#Jq#)-7x~+f}AeTaN^q(?fAeU0}<K)mFYPb-HLg#4dO_mVAx(6QQmdjT92YLhlpE{0;lx`B z@$_QaH94tQCytkIq?QTn?eon5VYTwvdUEbnhT_b-{7KQhB z7QgIyGPy}3qEAV>nNGfkeueDzi9<$$%j7~@*<3fee6D!3x@}*(Kf6AoWPxhe@u%SU zh9*SR>V>mDd40wv5i@X&q|JJrCdsj<)m6#@Hx|R0wPq$PM$$x@g9altl4zMUlIzWt zgEaZ2>E>+f>2PCpMn>B#B*K~1nyr$3$pG5jm0Y97E@AW@1q3-s5J zqf0#w1`tAZbWxHF-QxiAg3K6Hq(?1!qs9 zsoMu&2~{+u+PO&fKnDep;6bgc0G&Y_2gFZ-%b<)p5E*oa1I!qzbBhWrpm~63iewKk zW2n+8H6a25DkZ@_KTkdF^9ya5pTXnbx^euQF8Tz@73F0pD9W7dwH?+!8C#|l7wYCp zX})r);xbL7+AuMZwhVb%Ivkz3ZC-%4ICf&AL?&N->4)@Ixplj-%W~;nkF2z5<@R&c zhCD9L&s*e@vPwR6(Ya3jau(+`jbgL{-pN~{gsCI%ZKw+q>~ zcPj7tRM~RcLHU&T@L+UqjvfQ=e4xgJy_%j7UnWOna;ubwtYGDW`b7gF7Lr$vg+$wE zQL4e-MnzkXJ6!90J;pov1DyJ@6uxpPmKd|Ey0tUwi&Wm)9g!Tv9M7X6SH}<;qhBBvd?|HZRw1wA)G2 zKb;rtb&?%+5Y3!?8hL-s{HSP8uypkqbGni=Y#c`--BaIIg|lkSvGM%U9YmK3Bfm*H zMLrC)Ur~__U<5FPhnt(~=|ZE8Du6&31nnTeV4y$`dk3;#;HJ+%WzB%ffE5Esf(Q*n zLa6mvYP}x9>r_ag`ny1A08HSx4@jrrzyO|5tlU(}RWJl2RPP1VV_`jk#RT#oVD18# zfO-l$2oM)wEdV1_CFFnebe}&57(v7ZL{lnsz$OCdK@GK2J8=*LL16OBk>qbGou=Cs zx$&!LP+&x&B?VyQ)U`%e@L@1!3}B>yhZR%N&eKUVjK|Z3RZ*N7j6114f&I&f?t|=N z$4305kp~uk5zpBcr85FA`|wQ3 zUEZg7f?r%bYJlH*_S7|>)fFwLw|oe@rP^fChf`z)}Q*=A8hTVv-zHvyt_mMKGNfWDb0{WA{s|@i;S0RpLyj zPQv{UJ*Q*$Nvw3GWm3lH8u*6W$>tpGlYU|pvP{=DWwWE2u4`nvS&QygZgc;J0HGkh zT!tj=+&q3mBMawPu~VV8xMXdYJG9Kui#@8kYJV?%8eYr;BTo0`NAZN(s^O*AYV_&( z{mR2&tJ=-}R6}fj4~;<(0tZS#_<%qNAO~135MTe<%7ri)I4-bsfY<@aR9G}1min_( z`%gFlHZ5e@fxw^|92hMW)nm^dfCnHjuyG)SfLJ^DD+vh+Xz8GW1XSOE!@$M?>qbpY z4a$lkfrEO01BJr?Az;OT&bF__esXZ?UzymiYyNv*76#KRyHQ%T|+~_7*vtQ!$0`uHzF6htt8gO5EiL%!>kk z<(D`bzQFpmedsI>pRVg!E$}XVn;$z-Ar3zwa7f*` z*^!Rcm`%KqmZ*WBkW%QoRMalMpQ}X7oe+&*iRZlXM$6j1CosNOOnpI}UN-yi-ZJLQ z%9HHuF{?)_`Z?Y<*!b1Tg?-n1*wcN%`uh3>x=`Mv-BK30H>wVrja=aR?2Z)4Pw`81^Md6%QWFDeV~ytXM}hw%?>`z`Kh__n@UI=k#C< zn-n9i8UJm6U8{*0riw{1HD}ag@?{yVCgNrs^(WTac)g0?nIb`r{x;SO?#nN%(X0G; zhQR}~{hhc0dj~kRKS$fC8wY5nh_WET6gCb-RscgF*A9txs$hz4e1YErhyj)h0u9(N z;CLVeJN}8UP;FY|&Z6!t6+?ivfKG~X?MMWn7V7~(z?y~S0!lHkTmXQ87>WoAI`9Q+ z1xTXQkQl%S6+;k!0DAoAq0;{f3jVD>2i&mzJK{#ncwCDjv|z@oawVY|cd;HW3VO69 zmFhNPq?~3+9;K?P96yfH(qt7()nazMJzde(q`TJ6q;L})5`>$if$5e6<6wJ7#vJcQ z@rt>ujIpD!Pi4VFt?=oQx5>7wj^GND4kuh)T!ohxc6d_WQtqwyOcQI27!VF~DAvtUVl2$*dqy^=aXO6f4>g7}sO0$-ec_+8s}K*> z&QX08MWj`>IlM>tkb+yG%3GVV5#XD0ZjD84`Xsl-c(WFwYY)`&}e zbEDWjIQZKzE3LwouNl)it377YnaQ{1TAD){1%({>hS#q-VtOx1)yCZt^qzQzyXx#5d@$$;>VLt=xupMM#>Y?@B$=1KbiW@n}h^eQj#nq zLwQ1)M54R^X>I-EZFy&BGQ1+~>PmKZCwq7RltAhfOj`gBuvUPQkfWl=@Xp(*Q{>a9 z$yr(OMl9vEw+k1@SFgewv1E8>{*OOE^Z-CXrV6Uqk?ZTp4Gm;?DYml{y(<56&;wwF z%2~*RgXCAQ$bXji$sayYUXlLv2@3lg5ZYVE3GCJZjHZifX|Bu1< z5B0@F#Xio9`FxW2A|@d!s{E`WY$KZ;JDYR}(XP&dMNeE$LOp@cqlKQ2<_vd#$%Pmq zw=?7ZwHiAJ^$9}OFK08{o~s;?azD$(U|ndwMPzH8kcQO=UnZY7>rLZsu8!<5U%Tqr z+1K|@>&2U}?5`^9T(O1AV~|0S*&^M#DOgK^>mD7(UAO9M@YeF@=8GP=W2zQn6w)z*Romq=Bl!q6exO|B7k{dN2D??$%v8rAD3 zj_Rq?2F%|RVE58p%R189r5}nfinI#feg6iViw-wl)vKOVA3`(^*xvu*#^=2&wN`nw zhUC`cSPL04nHf*+{qXYP!({P&J374eu5UZO_j~YiJ|eHh8*}@8>)y=IxyyU&Dt^dt zo)47`+xp_;Y??q8j!*0`t?re3p~?}tgJI{YxvWBOrsKMg-?TV*o+vpz-4wF{uDr*} zrY`6$M)lJau2T)xlp%AFC6GIQgvk~S1!1xYJL_{6w2OI0jE#^(rjYrbD{ z?n|a@JTGC@22!a1{L~!0 zLP<|gdE*{13f`^;L{d>9FJDf1yIM_+tgcRhCL0^Ftt}azvp;;8eC!xFz(4D;kU^ss zYXG32OalfEIV6M}7DkSUpdb~zOPQHTfvM8cA20>)Qo{dp^Crrmfhr42548ylyAHX# zo7~d_8xJ57bZE$AslNQ|xY zSURuXc>8W^WJ|}r`nHF6?{_tI_S|^f>+$6IMF+b9hatO{cAl@s1|}w=8~Wds87Rnq zn49zbxbV>+YU=%BA&Ep3(yU@`2&WI7-Zy{IwIoE|jhJavoo5iIW)@;ml91b!bT%Ty z?@?j?Mm+~BU&j)bf(|pBahC5Pxlt3{JI<5kQdTk#j(xjQQujG+>_L8#+bN|omiCk9 zbz@m+;%X=J&MCDm_*J%(RB9~GjrC8P5Z;>AEc&s0be!Z)h$7HFImJG9 z%DexMuzQOm?77i2w~lP3QM>+0YOp%2SSzJUuiaJWNVLkT&zkT0b#0YgFv*sXm%3SY zK~Y~b*%FCn_1bExuaez*E{G=;I1ree>DjsPa?p&)z3sNoVfQ*Y`e+tGb>@HWJXAtT5CUN+wKhWcZ;;`Zs~X_I{MPqzFnOZlXCu; zR_4>~D?X{|u~AVk3btE_B+H} zh@*ga3;+bu3xw66g@aUD3Taxg0<>E2hyi-2kJf<(0}?GLvk+E;4GBpsK$ZTn55fDE zEG(2KF45DsoSbAnKC*}iSy7R!q(oL$ra;fywdAc^$=kM(m%^@qILJ_jH3&|XA-DlC z28p)RDql%yDUd2in^4dvH1r4b#Kw}7lE^1dlFytWpFK-1DWPHzr07A_MfnpX=^}rb zf<8~5k_QIRg%S{NP>LSN7G*Jlcd-G9CMH1A1sDPh`Vn;d{+B%W05J6HaOvBy!eS{SyJB9C# zkIEbpiw@%r&CXt_&HHNTaO`UZ?~tZ8T>ZmIp4<24cZn-;C}jBOVXC%U zrEG%uTtW+z$7|C)lRA7`LNIz(R=gZ3wEazab!2?U+0m%@H@pO+x|GptkH@>Njnds1 zxs*F_vM1`I;n%ZiM319-qPK249Ny`Y{6w_YPDMly-Ngi#R`#&aV6l^*ebw;na(|9qwDcXW(F{sj#OmLFNjq(CF zz!2~=US0|q!3*37iPo>Dyub~#3~fL_%XaT31C|{=3=%QK;1DW-K1@X-Xz!pFF^axH zUFRQ55YRQ)gU}LGUjE}X-bjN5xlKK>ET6zf&()nOC!HV>M&C&pO{*sPy#vXWY_j!NclYvt& zhF|p#j-`xDJb(Q*aq|71so9-wALrrK?T_wJ&t|7q*bp6abzADgX_+KEbPALII6l@{ z*GsB)Ygx^+!d|GlId^r;VCT)=&c>LwG&$>Y+7fyZu_q!#!oIBvF#01Prr$zmrc3fc zW{>`!s)-dTf^u@2UlQmwyzZYdTP8fpurK*uQC9>kt&^+x)}3@nvSDy`@X96ogc_~ zvd(DD;ZFn6MJ$aj@!|z<{OJXbHP#m=3OH3Y+!xe7dPOYseWVKaQy7FW7s~U0p3i ztPyZ02XIHCpz1|(Yse6u3teH>eZ-dj%esO82`wv+q4o-Y$3s`Z#Gv~FD-gtA0D-`O zlE*M)J)t`WAQ&MU1_(sLFntU&z%WA$111LfThti@&FHYMF1m;U>kx=UK*s8Xg$L>A zCNS(D_ymFxEJ%P-1i}wihL$B^VX}e(*~ElwYD%`ZCj%56J`5f<)tf@{5L`+@Q5bNq zQ3MyIX@qiqi-y z!2xoXZl^%R4xB6CW3c}qCI+ey*j9f92SeI3K+#|O&{enF(kYc!1LF~6Z{7|~j8Dys zz8{#Ke>d0TxNYg#&9D4gr<3fNd6pi!Vsm9uj3n};k4fmqaLOtBSRS&TLGTkNdcxx7XQ#}wY^ENa(=wi$OkDb6wg4w#OiZ{eCpfw z4@eh`8YaHyC-@HT`WF1^?KAp;pu4ZIsagBgYYjzxKVK8&&f(KKab|J(*H?jRExe;1 zmtSfx(tX&vbxKvdmE)~c$zTw3<*PwHwn|BHRqmN?>j)j;nEt36C0vhVXk4Ujv zKQiQNk$aV(9+eZup)BwUN7SANg@`n}fFrEoaSy>8nZRB6R5OWdBWcDmpGhhI`9b*q zfQijfSD^U6-pq=IfBitcP;-crg9G$w3Ba8t=mEr84tLuitqU*eArT0e*s4{q2tj1V z1;gAh%pHe2z{!bjARt$3qoE_~e|O!gTY14BdVHRwY>!gqmzD0v4~_yY`k zh+#vltlu!~`_CXnMJOVXB5W^PHpI?8$;&$myA!NZut#xoljY?Xfzka*>K0X07C}{7 zzI+kb-IBIcpr@C-cW(wPRG={F=~0w#H#f4cFF80EpbcWgfNtQnqZrQBD_0=U2S7Fk zybc&$d_2I}_v~y6qk~`1og<$={{ztq3&|A~KbEVS8o)B>I)b)DZf+*ux%2h$;(67z72ZC7y4EPk(E5{@o-oy*MG`ngYrSSmxMPQ`m7DaQCe7rK0<1 zH1|#Rw_PfJc%Br_C~Q(&0`Z|V1*i7f(#ORX`6k&Wm&dU3nKk!)50ZO!B%QY1U)`h;FT@o+!d z<#hNKV~&nZ>TB%+*L)a#khNToVT)?bNI_sotL^=)k9kk395}C82TyqymhRO~X}odu z{lM+)R->@uD=(fKS%0vg{j90Gd_{~PeZserfU!HA3SlbQITMrm7Z+C-zdU=`|NWH) zUheZREJWs>=bsl{a5`!+Kh2WZIvsu6{=?%wUJ)h3t-B{zsb0MUm*V_fz z#ilV)rkb9d;}3Ke(jsW&Yv}2v&sLF+@7~Sl7A$hiNGu31u4_OzRFH#3$+z>m#H;Yw zvhlEbRL3MTaum2l3D4GX#_VxP);%sQH|?ym@kz1ACNY~(7XlxbSO|WbMQMKcwt0LW zk4yr@5FjTU#^V-rcPQL*7%!2kr(iKc+FD~Ms= z)mPqpC-BDHY&;~KcP|%3nHLdkVP2~=b76A;n>a1&`YpSrF84Yg4rji!ZdXxl`8BrZ zbyd;zd3u#{|^6LR4C#4xA`~k|G?;#rt9&%zS9jv+4AW| z=GAYfo7grg%`|gu^POqo+gUzyN9e%YnY&`qO0%s}r+sJJFtMyBzon!PJQ0pbB~N6fjH)!^9aF)P#l6)(Q$9aA>69p~@H-pRmWm7%|7;oG{E8 z!?t6XHIZn>&c2z0!<&g|9~0AlCZ<4U=0nWP0o>d=%a@}vJ0;bKOzOnJiUAxj?>=+r5EiK6o4iukt#|}tsKr$4RMu=>Hr2#EA zD6GAVjvj((12#rvBt=eypA!w^d1fWCtZ+to!GN8Q~pi^%YSarEK^tl2P*{?Eu5 z%pdYnkQChzqqOfqdHhCsXO{f!?|3Hpe|&<$05Sg`7$9Dc%P0fn`BhWXwrta@l}^|F z3SYkHIIzdLcdz9DLz2m;UX7~dk zLu;M(li@0H!}*urJgsuS`h;epcA&egn8^O2=)jp(dqX~nymMIK6|LPZd50zNQMz>S zrX>3lY^<}-@RlpyPY7L~wPG+`wA*~{`+U&5hxwsLt;aQot~aQ{-N-bumDcqB9?S)=Bmg+=2hb_f_;>7LL!O=J;lTL zcEng8m_NC(ji^$Gxj9K%d7X=0m3z=$Rw+R&hIx4xw|mTrE~B)>zQRW#0!4M2t~wj; z$QGDkJX}ON50@|oCid~W1!27F?cBLOat9h>EEXgjj@Bai&Z&`hd}>!pV1_-orqZz_uK=u5>OO?*w1E4&#emv^nP_Ci8f zgDd0iES@)3k^!^r+k{$;YffKU&OO`A8o=fjBQhAJ_^vKkNIhzqRcGjwIscZNP{K+j z|7MQ4C%fL?G91AgudfoXZ=e@GND61ii@N%;X-oC%H4p^Vnwh^nlWG(S+5!W_(XqaP zPQ1#$T6mWf+srQ*AUi8QK5;xS_3^1owDNqf$LZbkeO|>C^Ur**PR&2}yQ}=EKk(`9 zPcIIhrw*F7-!y123}%fe9*gTrmYFiRLZIGiB|#}-jhFJ|T~8#XwtTL)}LM^6tzzKGC3 zGzZib)G2~=j{vW4Dyifh$a?;|vx!dh`PFIzV^!F6DJ#HU<3|`=#7XI6}Fs z0=iNf6H`1VX9dG>8~2Qn?W= z?PtV|=;`Mf8NY(e3=D~ZVR30}k(rrCIXI?3X{Jifyu8g~Vr2MGov+oa$(owv4I5&0 zbh1HvULr={L4F1=%+ZnTV-ket?ChS>(nqzmlNT>eRaATc1-i8KJ5Z&{O7g{v*{*e)%Coq3v4np)F`A1sMXR_A272(g#J042r|*+yLUfav*BS% zqUiPOAGZDM?3a%p$sa!=Iz@(Awz!C98B8)T(m+o7zm~3l|J;E=llDJ3X#8HaQwGh8 z8@wqKFV6U09Qfndj0&AuovKTN5sRWq!ov9Q-B7_#TMVwLk9wS1vFrBM>5CrcN(OKG z>s_xsbCn^tX7w(~e>dsGty&PP6n`?DVpenfb3?@?&j3RU zhT3syGgor%ji>S)1f1J({qmeqHJ^Q|aXsS+M^X0_n2%a4op;7$q@H{*{ ztEvT_pJSuYO!H;wM^&Z*e&To9wjXK0(=f65t1Jvg@a|a{ijl2c z7*1IIZsAq(MwQPa>D%^v9?jTU`FZT@fp?!@=bYjGlLR&XrrAVGOI*^@ppeFo$D>lK zAU{7SYLa-o9EK@lm^^`?g<%^oOq)nV?N(6uskJo9v{F+;QE`-c0ImcB%V^m$cP6GF z3_Fa+AIIapczBTBhKg#`@F>(!P?nr>yvN4I$=aHdDEIIHi}L3y9Ns>ZM^}&z2Sh0g z!!EP16bcC3kdUZRP-w@n`xw?iN7qLn3}e_RhP|Vsn}%V8!+pgtm_$IDK0}sk$vaqt zAL!|4iNtvp7RvNNRwslmmMtR-3X(-d??cQBd`<|VLIM>S6NJ4WhpMR==k6XE99+I* z$9qG=g-x5j14V+5l@++4-@$iqa9D&f8P>82Tnngb({#P{?B2CYRS$C3bSNC;+h=a-cDuy+ zmObB_r{xoTT)x+LNGfj%c=JHn_v+q(Jv&xcuKTd+v{o#ewEbU)#K4YF1>I{TI^I@~?y)G`0AX=gZZ(zzpMQ~eC5Y(#GdAO5sl&~DB0^YcZUzgO(s ze*EdsQ;s9!bosILTFm+m2OGH4J0b|zBXUR)r4oABYRz8TgF4OAjWLqfRox=#vv|*| zhJVbXCvXI|=DEE2ECy!~$6_SolqT*DB!sdw;=~ksL&Ot@_Pa(22W33cIYB>N*A+>M z%hO#}#&yWUh32JtGV2-{u|kvem3+3!T2it>Ek7Dw@;Y-1Vnmi&BTy!ggAIhoe_ z_A_r8@G>Xdx(=mgU#nBCr{lFyt;fl@SXl^!GOqB#A_eTNGDR3`qD6vx)o}DjnXTB^ z%$U6<&Svc?%ZpwNzn>b$OwV9BQJ8r}AvHUq+D$J!q%7`2rPPc`uS}klLb$@2oK(}J zSBa~Xs&CxB?&(?*7^1_->yk__&}|^tTiYGx;p>{=(%B$#Y$POvNCyBXJ;^m zD3V0=<0K-!fu4nUDMmV<`ClYKFq>BXo3kleMav3@`=Qb0{hsjzrxqv|uZ4urc?DE( zL|MC^yGkhSf|NR>(e1+F_Aa^1aG92B?10e>XCz^=z@t6XBTf-KJOwH$UoZ?N1vokX zAS_EF8z^i)9A}ss$kG7=2Z{(N0we`&98lQy>>1g=f9l8)GJK95J02ExJUkq=qfjr38svl9mFS!{6r_O2 zfQt=W2C5Fo#fIZBKxg1G4ER6Ok&z!khzkk%92@%`nss!FV$GJB_D-KSF3> zJoWA^X^P=gbUs_>xA{)8q-fAR>l)9N^aIW>g%mE`GtJS9zb)lc>m3oZuBn-`0BLk0 zd3RlWdQ{Hj^xi*nwd7@e=*8-F{0B^5tU4jL{lU#O`y|yZn3o@XzF_h~KZbWhom_Na zc(&H!?wSW2H|8JE>+P3SlL$ZjNnm)V*l}Tlpvj)nix;t+KaP{k<%u-Dg9b8q|JE=L!d3~{LIKOnUQuEdzYpu8 z>Ngh)uHwA7l(HBG8l9+PHB}KhETrLr3jU$sUYQdfH5p;MUH^P>_S3m^1fNVxxq0( zz)LKdJcKv?;nCPK0a}(NlZWGBJq=UHs&9|@<*L~F@5&`(LQJY2<^CIEn%U`v6))Wk z=umk4h?Y(wL+9@O!2aCUwtvOs`8TK&kusiE*Zr6{9@vq;e&R&Iw+}+y;0i&p9y+p= z%RVr8mSzu(9^gbkf2fZwpo@ZF5dqm*(%vXfJ^`~vK zA)cQ;v2zz{)ssHlLPC2FA{egS?BItc``0GI_BH{_-!a(g@Z z-aSfc0Qg0JKQ$H(6a(ESL^WI#h=Q^lbp#+1@lQzsh%+7e8+BxReUh4@*(6N@TiKpA z$MebC6r8MfZ%!0i7l&VS;Y6G9L91c$Oh%|^taiS0#MoNqex~Z)k^1^eJ2#&y(LT#( zk}h{X&nP7htFQI8&MA)Qn#SRYTg8r)+f)Q^-Ic^Adx~R_t)Selq$uK@YI<>ngvO%A zrUa}rCoyN;!Rb8Z!Y7?g`iHxko$Noo8@QGKg-7e{>S>qjzRbJyg-q0Po9y4R2FTf} zV1$&mN-@CtBQ=>lJyl+M_M&?%upjQMzpF zC$IAQEb@O7Sw3sN@r*bm59kE9@L4nqem(T`yoWztb08!ld4_~z(Z~tG=p0q)#ow(Q z-0sV_pVpY35zKHkQI|3Fk?SL5dFx7~ zvwCK@zRo^4=KY%Au2pQ?SQ&;+f-t4aZk-Kcgg#LPW1#-%_6`a|!}s#%)q`$PO!kC__c^b!O5ZoP z{gfUC?jAT;`Todza(#}Uk&-}CYe7Jpuh#j_l0cIR`-{EhK^;@Ue+bgb;{%i8a= z-+R!(c)P{?HY1NZKXZ4F=~G^Hfqv}e0LD0^_Ugr$(ctjNJLBm$vmZ8oRDCLOdE{_imT=}hRr-%gRiMFXo}?$f0hnVPx-#{6Xp?^^QAG=gt)zH!|b+4`({7y;Jb7t3SMmsWA i?0N}Q|Mf%Ir9{lH*G@bxvA*DZ|2pha$8<4l?f(KX3P1k< literal 0 HcmV?d00001 diff --git a/algorithmes/assets/selection.gif b/algorithmes/assets/selection.gif new file mode 100644 index 0000000000000000000000000000000000000000..b441c4ebcc3a3433e912c5b0b40be140c89e88ad GIT binary patch literal 42218 zcmeFZXH?T`xAvP*A|!y+NbkJ}0#XDOP!Ui8=>(-JBB&rz#0CTiy?3O9mQL@zBOL^! z_byE=C|FN|x|TlAS!?aH$3E|P_ZSbK_y+g?y33sNcg=ZTTT@Bd<{IE0a0LcvXlU^E z_HJmnclxyO>C>lQy?S-{@L_N7i#$9$85tS<{r$7EvjqhOR#sNh($cS9MfUeUI((Qq zGBR>@7GY(jEG^Bcr>Dom!<3O>RZwu#+1dHxy#~39-VGNoMn;;PW@B@9KBK26?JXzA zCVbjD@)d~s@GEQUenZ2UTHnaGtR54s~0X@SXx?2NJ!At)wQ#;OHECE^5h9C zD=P;F2M7eBrlu|}E$!^=EGjDU_4QRyP>70(N={A=4-db2^QMf9%=`E6_xJbhlfQkl zw+8?K-@XxlBmEG6|3CS|_YI*d9-DP&ZGYT9%00Nhe9`Tb7bW^FnqSwV%O7)7@@Dyr%c z=k(l=I4~>yFu;mjovPV)smwJ79&JiP&kGpxA&ckE&eQQ(%WO@JgXx@5b`b87fbPT_ z?CHff`R%1MZc@cfiABR7X+FToGaKI4C>aYir`}+3FKO-qOQ_QWFR*_r&_crE)3Kp+ zl4Ui`cd@V==ypqUwVO@Ir#Cl>4Jd~+G~-UQM7o~nP$#2=FmBd0OBXFQK$(v>?vES$ zWc$&-%eDC6EC^sElROi4>CLstlzNSObx%Dtrm7x4Bd5EtC%M2AE`2USyGnGm+|BSB zH}eV64W}aVY+c17a z346jR`C2Y?e6$1iS2T)6=`8>>tRF?PR;J19bD+h{*c?%VlvUeAlay{$waQv8`>>`Q3|_ND?UFY%Em`s1U5+7Glh^Rilvm!)*>Jj@YWQAo_UYC~kHJ=74!-g0@} zCCeYM-rNbvz^f-0h(m6bUvKakc{5xp`EdiRf=z=+SD`*D4t%RyoT$8UeZc@S;_Jsb z#n*-u98ZRm-_saQkvt{=zDU<2__l|_t@c(|iqBY3t72?V@RN|8De=C_rs@R3+3ZzW zcTI9lr@;)V-YY|Oyjya2jRNh;+EF^;S4J96K0fYZeON?cl;Xkw07$#D9yXde=MdDv zlzkPPfhY`<$r+(zRFk9Z_;P2uK|!LUB03CH(P-!7`rINmjBNqSPGwde zSe2ES6t8a&@SToQMb_FyH8RZADVOHlu;Zd+Pp=+RUginZrUG(ms!%PU3nW6UKWj3Y z>ZGr7f8qt+$h?=>`6?kxRfameU?pAPgK31Q$k1Ej56BvnVyRkC`AxK?Yqr zNp50mgP60q2h&n*1z1Z{tzFrFq!j$P$%W_L(+DxJ%qiI_p%8|_G$o8f>3ga3p%oi_ z)>$HL%eRX{D)ClgF>d+0)UQ=9#4hsD7K=ISqYPAo`LxcPTw+DI=y?zIYRDU<7VqIhmNocse9}%cvqw^u!Zb$ zH79P|NgTgwhsic=3)F6#Ws4`)8X?ACifrE z(7tlA;%lI9QM^^a8!~kw^~!4c0zZ@$5?ZpcU|_w>C5tNbxNt1XX(_3RJ%3D%_q83v zGtUG8ZT{#>sgq}mLmw8{xFXzZCiu>?<%%dw8WtdzB>F3Bw`i$!91v$S?Z+SITHn^| z``jk4ve139=ao=Mk3G`SsEd2%?vtG<+YRm`-Ipwvo#&^XQ^dM7X=>gbrN4TEs#~## z^_m+}u6m7pqq6;LnS2zsrxZA8IutzOn!79+>@MDt_xMg>kt16B>GQFEB)#=Z#prO_ef5kIXy*3mBp4Oi5) zhIBoiUMNajIjKA6VShcS@0pQ{^E2lDhl837+iU*qf&j3-nnQTqONY=b03rXPZlKvH zS>f%6JKCRN_;5BU-X!E=Sq8XgoLwZcZ6 zUiF@2!dCrqsO4q4j`b;C_f_Y4b#n?QtLtDg_zM@|5eP+7R-ZYa&>dO5Z?3Nm_ad* z4d*)tuTp8%hvYw2)D2e~zSK<{FyX*Ek-KbhG8lG+)zvp7z1c&hGSg5L!%NE|bp^wV zU1sg&+OzCLY6p?48HrtF2qPMA||Z| zOXu9PEJA8)QK%V76PG^RgrNFm>3E0ft}^^+fptp=*M)Mzc!|Rh?rL{=-eiSK-C|eT zg^KM7+WT+Ur>zqSp~!-d5z_$Hca@Oa5nbU0c}BLl&Dr6Ybb6P zdF#D?Oy^OO@N&3rFv_yJEr>z2F)JmF%_DfZ#cSwjW~Bu62B*X1NHIAmm{xJjN%`9q z&0B9ur>&Chmeq5z_zlq5xgXm+Baz+V-mASp@-LesX;qN(PBz>6>t1;rK! zydFgTr=pU7D0=;06lK(9ASp@_Fv0m#Q79|ShqRfY2Z|#7D8NublA@O&dzQzM+M)n8 zBPybz6lxlPUlh&zYem2PP?V0S=$3WjW(Y~qtpi0Bbc^Vl4ir6?dV;8EAW_l!0a=ow z%B2fe=h-%?2b3){t!)kzy{zwXo2cj!C8DAML`6A?iiZ1!P;N0DKTA}UgYq{;`=TsA zwgw(nI#5(0gruluW+k3_gP*8qOg18zPJyIo>N%pK<3vRz_Y%@rM8+D;Xn#@E*k(R} z)gCjC;PhCV59CFNE(8fCI4lH6+nrEUkT-UOZQ29pdOo$4ySv`gW=b}TcWyzWg71GCM(x9i1nGj6roDf1FwYUj^ zA$XwzZaU7}BW~BgQxk=EW4{mjO}fgKL;aSy^N_R(5f6JS((wiK=wO5s$f1uFoo&Y*5vd zU+@mRQP>J~+AQig!A|w-rWGXKz|McaX^GixS}XvWnFUA>gTOFY94t2!fG^AoVZ_h^ zD=I6BgMk=uO%w&DF^URC*BXg|!jX{9AaFMn2co4M@GmIDf*Qun>o8R870nn>|2TWu zm>)Hkb`DGf-1c7p&4r*bIiG^UZtfo%h$8nMV5a9q0x#p7Tg%xhKhSY0k(Ys4=ve`& zN>Wf(W&kfRJ0bWJyUUqF45<{pIChLg(m7v$3mW^usm>B~e})>LIh#%?=6SYOtoYTg zQtS{~Kl{fGY*yk(x`s^g$ImY9`Lwi$6zJ>K&b2pFz)&LJ^a;bVEnAa0PA^ATtNG81 zGk8X~s|7S4z1#rPr#RI`79XB1VUT8abHvChtPr3Wen-pKf29JNqzukoKfIj`c-o zpM7*4=1MhBb12WZ)HlIZ_^?CUK9=zxw|5r1GxQq1Zj0}|-I(ofXdo6zK%#R#6i|mb zUn*hD9Gphs=QRYWcJZST=y36aFtc}%E2_FFA!+V)^78wL=QIPUjiYw>#5q#etiYJ5 z!dW^@lIY?S8Kf+kH^*M(;uAr~%;qSHK@4R~s1`U#2W)Jn)Evj@GIs5W)E-8Ix^SoQ zTCBQbW=@hk=FMWf%}0k^h|)-qy}102Vsor>78$v>dDb9V5_a!dF7z1xOO1>#@ziVa z-cPVr;=cUjE76~FgSz64wP4NZ`_agp2vc@gGp$r55*{OD=5-z7?Mg0|d%3Twiz>W0 zBm=|g0>BX}S8yBoweKI;^8UI_?+~}?g@4|r@eoE@3R*@;dK9}U4sXhi4yPp)(-shG zEkH_hN-Pdg7DR<(41nTF8v|%?6bL|1XF!oD_49~k)9R5h9F;keVjhT^^aJ-$gNpMe zCi_jtcIXJb%ddKtAnh&h@pK4^>RrRO#sOtx@Kl~g&UTly69megvRZhh#lzp^WNCQ; zEYkwlbsczGULW|eO<$Ia z|LZpW?X^r0%7nKBF>tn8V<_=it<}sNE3V5v_lzy;%oGV(&&k$7>^Orcz$5oSadt!P z9Q|DQU1P>4Se*XxW?ADV+|hzJsw{4+IQ*5U2=K=c2V-y3nhsTWxy=`s8LTpklyKK3 zDs5;Ix;=Q61sh#>r3gUkF{G-r;i?^Wc;qvlB0601@96*PqqAUxBV(9`X zsj$>dfs`c(YAi)Jq5|848wz+a7>I+6`@MjTVoT>BeE|c@bAEL&x<n1dTD#$MsvsbLOqc7xJiptHq&NVe#?42Kl{dSBxz5k$3q5{T zVo47|7HTfz$k&Jj_}FY(H-Ai|SwR{W(fByo?p|nYV>(jcuG3KGuSCKP&FKES| zyp@S~;V$0MgJst(`t_Jn=vB}_pF>I9ru>8PDB9lyqPj= zw(z0K;i*&g%VuJ3(5nzdf`^~&bD{6|57Nx{m&&OWpz6P(WolYH4M|LD%JfKL5QHay zXwYHQgc1UEVK5~KPXUI5Dexdv1%j~#frFK|1~kG70)Tj6PXHls5H|e64>%J@i)Wk) z0}voffnWd-TJ|!qk1)B@TMDDy4FpiXVgDG^oW~A|($6;rbnFTg_C(1&=wT&v9ns@d zro_{8iZ_b$Rb6AIrj`fvj~xYpp)yg5bm@%`nSeT43J_o^94vT0b^wngz9oKOE^%zg z-@GLxEgu*kg9nZgBdZ%Lu?+D z=iTupuNPV)(q!p4y=0cU5;*MaPk70#cBe;r(51P_-+YeLetPQa_1&AJIKx0hZ*}?B zWaYgLI$qx+@B18+^zi+!reg z=Ual9BrJO>ix!_n30z3OSXI2-oh0Wp(^FNl+V6J{#&)T?^yLu75O3LAUA8e=XxE*7 zspk8qp6RWrh-c+-*{eT!raN%HOoebFLiIhEK{P?plUDVC#LAFqsCDqkhwF6w&7szO z)1RD{+j}#l3(}8&+}>&^iIhHl^6`sTuNE^38r;5qMSnSj^!`jse7m!`f{<_!l#17n zij+MN??ama<7UaVlS zETP#iQZIz6MO=jwdoISRr%bl@xbGLoRy>YE9Q8>iqrPjP zd;=jsDE39T_KD>{Rd2CklBEc)=*$P@$_`*9&53Mi)QZCj@>IOJAnN4J>ebALu2hZ~ z9|axpY>V`Xc?_<6eH~xeF1|tF0{xZ-kpq7|)qfS*etxj?ug{a(9AL%2s3}@Cm{%Bx0xy^TnWYi-}Kfdh|^xzUz6O zfp5*d{8sj6wG`bDVfT31LNdZC_lXx9?qbtTPt*C=j^}4g75$%qrjp8c#M3UgI6Q}w z!)p7rujE(nd9g62xp%H@f60Zga4KOiSL=!VgcMO`$kYECRm~D_k=TE{Ma-!w*wYf| zU=&$#09Y)JRfufzqhb=j z(ovY%5=bwgld4se)fUPs=Q!0-l>ID{_e=<<_8(Fe=XQUWN-j74snWko_4D!7e>y_{ zdfqRH{c>b_Qj>FgFyV|IawpK1atz61RJZ0L*KQ`o^R4geCK7i`w;DIrwcM$}5|O5C zR5aH8_S{U`@nOc1n+wo>mWqp#?ZHRR^;Bo~7igR?{fNCGCCh91R1%?T)=(L;aUe#Na;?miu?XKPjs6;~?E49MvwF zz7%(NY<&45w0I8@GuA8`T-*RWn064^1(K2N@D=AD!B|6ZImku0K+m2XTpUx}5=9jg z1veDu=D#@?4(pi9@fD0~T#BQFvI!+n9>r3IUjbLDN7~SJWIKs^jJ6 zrvMEv!L+ZG*mDv0O`3$0?#H-Xhjy{`Myia!bk)zC zMEtlCVosPQT)GI3C0z-K_=GIY%i2a67%U=-ke6Rzs->d$Y3x-`o5m~(n24{7Kr(X0#>$i7IFNKXPuVGeSZa&@E+UYiZ{ch&% z?w!v3U!AcwR%u1^7hEHls7IDVb~$A{`8nTWKx1|Ysf6kGT!6WZVrY>y@#4F zlv!@PNHM)`|F|mt`e>ZhB?Ol;^xAmDjpL}g$^_fVAm?vf?N^nK*i6GcDObK!BwEcr z@_tRZ{Xy<#cGEk0a>-lwSr*$ra-V_buv#wr#)w$iSBzWRcceWJ(A}$g?cj<&GnmRL zc3g2((6ppaxyJowOCfsslvqu9)ugtk2vdG>g>zP8van}0r{g_rKUTBi1ecS0-e{Hm zhia}{o<*~r2t^g{+g@d><0#J>?mG{wUcGFuP~mZYT=!vrc%~A>8kIZ-_j2KYvT$$zYa< z^g>LQgIr8Gztb_-m~1^oM-u_Z(>Rj_=aX>glGFKig`978=TZ`K?&!TK7j(U}09|%5 zg(_aZW(-Oc3b25V<+|F*nxgLA&`3nNIT?(i+?{QYpgr!nnxZ{D;fd(`4`W8rUfx+p zFc18SO)(Dxn-ejQLI+1Nk0Te3V4uXkF~xc(5>rth8-w>kh&0*Cm%iD;tm_f6NcLeg zXYu+xHa~<_A~+4_Xo00$0P_*5v&QftwIGWP!cj&@c9HB?o$O)-Fb66xO6|gANyoaG zRAk>BvAmPxx>b3>J!EY8Q7sXnIaN9dlUp&fj8)rFTeACif?pdbzk=_&dKLJOq9$J9 z)->1(uke~8k)ji{-0R&erYp+<<iEj$HBF+8vd?&i8)oTH@{Z;|}OF1y#q2t@o1-CA1%=+@4MAPTyaZ z@|=0pQ0F=8Guf*<=b!OKaT*|)zqb%7jr=ejd7e>i>E+JJ&ZYZ2r#u0vp4(pJa8@K> zd5zh!oE#3YR$fBgVDRBhinY|;Fz*Qi%%za)s;yU+=-wy6_50giM|^yEBR-tEKVRVV z95CNHdesNmapu*-*+vzs`|sR%3If(gqz@~Z0N_*gUv|Cx@&iDqdxsTwVPQ||_a61% zQrpx*oX z^0&M6clJN=PLTZ@QMhz))tLQd5ti)`Ir$;BlsI}87z)iopA|*VfG&VBFySM}QAfz& ztobnV(l9bqu|Jt9s;VKF8O4j>Los&-A9;pgs~8MC+ztz5LYW>O4`?%G2!ffKb}Yh| z>jPQVH@98|k-y#Ydmp&B@o_t>N$%PPPophNoL4+IU`B~*j{fdbN_vRW-GK6BoG4~E zUOzyVYAJ})A4}hN(TkV*7}rUEn5b(h%Lagg>d^h;0>R6`GiKDs-aJx!%R-r{N_nZ# zWexyJ*8W+~+VVN5XZ;Tb#>g|F+EAzTx*ci&C_TLz8Ku!0FF6%P zV1WfBGdB;Xad{gOM4g(%ONLScsCk2xkP$$xYBOE{YHrU8$Y=RHD}n+P6#)XWd!4HX zoP{RS#R9~sug3yqqaw(Gj8PH6Mj$gE;JSR29h5c+u9iqH4iFBepa-C!AW@$cAL=lr zg}8fPM;n7~=VJpX?N-=)f`DPl7%{DtnG$^#C*jlXfVqx zjG~UYP&4paV?xNAq&_m>(WpKaS8+$R6VPkPeaRvAz?Up^g2+ZP>eQ6Js4CdbdeEGF z)P^^(2Mi&*a`Y1qfRUomhA?Q4-zuN-*x0I=d&2QcuJ`@*l>6oNG!HUI5DiJBfI2!j zE+&Bp$q;d=K`9x?r)k+aIhp9>TpT_flOIVaN-Zdj2#&>-RfktZW!E&;<`vd8wP%Gq z>&j^B?u+T|A8hU%8VP+qIx#*mGBrIoJJ+|c*tNXUzV@N~3}0sDjB2u5_)n{2{An0@zV*uvCY4;KMycd&>zoj!Je+Aj8873DXRiEZ9 zv~5&a?RjU|EudeEt+!5DoKJ0-L_;$Cib-5ehg<^zcJ{pB?G85<_Dsn6dRP$&{!q|0 z*G#xbg}Pt3VlSCgA{#E`^Hsn%#qYJfZ zKSSWl*aAYI^<}t+2bbw*iI2NCUbPii%6{AV$n~Db=PfNJ?QuTqn1#!;$i!Lj_zkq@n|0$7?*eq3v`XPQ5X%thovRs6rfRds|?4knq z6RJy*r#_Nhiz=tl78FpijLrF`sL3517W-bFS}4Fk*Ne~3WC4CXq4id$&~Yor;w5=I zgyC}B^;5CJ$~QEsR%D&ihfuM1xed`L?s0qFka<`hD-!*9n-Sw@iP+D{#pM=iy!j|p*urR$Q*?#jf>7M80YR0HbvS00Ts5$eDlxa^$SV)H zuOd~M6mub{QVS-LRV`TTlvN|zjL)i-9NfsNlUb0+u9tt~l-;02M#yedb#)S|o=maG zZ+kfZoMyXI)pDD+i0H7pL#XORWSW_;cCImhc{^jv!BRj3g*5s zau?2%3s|~LoRY9CT0A0mCw~y4cvQJ64ie+lA6t<|Sa!Ce+g{0e`1RHr#xMWDYLxTT zgJ)Sz79ThGhEBO|4);aWlvbnrK5h@ZuRpPZy0M}1x;*2GgHYY6y$cn6s|LlA#jO`l z?w+;k2N&UYW~kqE-eCOYPLKi!{ZVTBBgrP26n{^$6S#;;Hdktd1o4@}z_P=+u=)5f z1(YOzS$SDuC_hT1DuxGDA0rKuYmP=K!_y_6g@|-2V?-r|`w)5gXwkY+zZ#UZQduKP zw0Fitsbs|O7+UhBiO6yOE&n;uHzB#GtWQBfBy2N4<2|GMXwQfIIrdIpac1ReU#co| z2{@TvRD)YdO4%`K&6=EqZOk0x4qZ;C^~IPWC6xL#^VsEX{!Fq(jQQ_W&HCOy%Jn}+ZK?0+9Y?qAtA|}*O zijjxQ#*uu`FhS@@ExuyZHSrMyWeR)Nw0szYzY9OUVzjH$Pc{$B)u3>w7>(sfGBWP3oO22YRs` z=tW*a!fa|py?()L2YONXV%Uj#>1jxTe$ngiG23w`S_b7)bA?4jy_lp+i)3s@UQ#nl zd@JkuuGeuye#c#%vsZJEUCbou1!eY*Eta{yxE5k4!pQT*8uz1zXj=ym_6UT$q+ zhDr`1EWRYYMD9F&K-5d01LN|qdL1L`)vH0$>-2ZMm`Hj}{jL{&?H@23{hydkyu(jH z)$Kl#<}MMl`HH80$84Em9I2w#VARyWEFFr7*}P?vWZ?&x&HDheQ4uj)LZ}wI!!MZ4 z`v9}$?=&vO8&hBdV(bQex+1L+Ua0t^b7poawvOt4-U6!Bt70;HiMe7@K5QaBR~#7@ zK+BdW=F0 zjQx5VHf#rj{}|l`Jd`zffZ5hJ3L4>Tzg;cPe_SnpX=6xvn)Cy-rN*!mi7<>kHZoOTAv^MQ-!-%M@{Pl&lMtx-?@YwDdf87fOcOeFRF{_1^E$;pX zCppp1uuK?c{Re6r348GawGr6pP4(1U+y+UgjsD+Jn^?{N7u0t42Wpc$Ky5kSQ5)s} zwH-P@ZE8PJo7w?t!yH9_M{QUVYJ-J382y6Uoc;Y)Qf^y1&7^@H%SZQ-$JuEK(hy`{9;sOU?gG2qm@c>#Z<3t1i2U!Rvfwq#> z;2zxcHev@y`!*Ory~Dm2GK+=p%ehIg06afY31%PZzzT;a%BWBvDH59(|)JKAGpO2W?%L*nNBXVA5FA*`Un3}_}w9+L;TeLh}x1!#x5dg zON}OiHljm@mNGXS48oVt>q-F_@<9621scZxCQ7W^I3G>ms4HksqinR6d7@+N4~OMAU|>Y!W{U_2LgXKy4wiIV9AULUrZ` zYD4^q+V@ZLqq@=p*Q-P_#pXnB zM#9dfET;OC8Lz}9e=Wr#olbz)1A`(a))G)~Ge=xzR@V>IMznP~1^<2%P!MsO&Ob67 z5@bsyG8`B%D-M{8!o&dZguF;fszP*e1Z^&RZbfA%O)j*csDa4fVIa!Z`u0F*E{%C_ ze-L90{KZHBq?3wrqHZdHA{XE{xnz!mvHP!2fph0}7B{x2GCt+NJ|d?kn%FD5#-)8J z4zXVm$!9%t<~8@kJ<(&+bsN#(eOXoEZ`ox{_i1bFD6)O4j- z2JDh@7PDckn0B0~kR2h+KnzfD>zLVvU|y7Hb7gf(NX$yQm^vd63)%P2)(l6%+D zZ>fw^m#aRkyba5o`XU0u$(|QtsG^f06un?%_2RmmQ#7zfGMF*nDfZ+^3&rsfnB*tA zn)$abMG<8?O5D(jgpQuN2O|djA5F)xd7fN(*GoKBo6BO=c40N&3zQ9~exafufGm+# zsr^}R^ZN^0g-9@c8jnmM@v3wjJ}f7{ps;|1s|XcoMb$O=8s(LZk+m)PBwW?h)tr!3 zK*Cks!x6|n60UkNJ<=Pi|EzOnId5*|C1G@ZD}8hOb0_i zz9nQ{@`Q=Qc*YGcRBzRY{baK9H=Fj`%BI(+V?DK3Xsbr;X2ZRYf%28iZ07?5*@Sf~ z$E+89BY~RRisn|=y-iyjt8PW!YwWQ(+0Ar`zSMMZTc1b1&baKvDA?RC;C6(^nQ`OW ziLED%70=G-KQ?93Wg^(Cw_YW4PMKPGliTZeu78j7<-4aZI_(u}xNduv&5k2HRk-hX zRjs~6Rn%}hKdgJT-~K^`$K`R;2kKSDTAsV!ZQqVTk#^)7Cdg}t3=)vnA+|(#HA=gS zv}ed4vc7TTiGqy-Tf~UXO^)>UHjV=MP+KRV`UKlsB7Nnyx20!BZ0{V~RtX7enCoc)AI-gQ6>|jT zWtU}&dT^sS5%tiic@*`?dGHAO@x298^b^lF6@2_5bCvTXphF$+U2h8(zrtA3Em;xc@_tw%Nx2$G zV)KWOR~Wxp+@r9uSu&t0u~j;3;yLz*n$X9mSISN$Y zj5xij+ZhafRsVT~L$3jFh~V5vF{|RzMD=Myx0$Blp-cndtmNxfCTZTC>V_jkF4Vq7 zuiDuTI9=-u5KO$~dccLAt;gbvG$`RF2q}ss@rQ$69Q=F7r3a_qc+szLgYeG zE(1Uk7lIzCb7@f|a-o)sA1r);`gXV7nzSsYT}D2i$_pU&R))&};Gb3Bj{>s^0idI? z;nJfp!sqe{io=d-y&jVmWrOZ5)2{|#OQ{~us20QD&xA2uY2>|pW=6I@;Z@lFLZb6g z_oejy9?vyC4&4*=z8Q4Rzc>s*#8TPSAMx7(d?xnu`kDPKmBj?dCj`ePr#y{LOwUNo z%!rH5b(3rpCQ#8R?DZx1mqcE3VblYJ;P|F%!3Y&fcGtag?> zc3#D-W1J;mkhT0xo8F{GaEa*qMMQMenNS85`>Bee)Q;#XaVV!d<8`U{BgdXx5yRys zBp(x6pb?YhyJRNyc;%WyPf~AIeFT4RuA5kYgl-^r*heE_<5-374(I>Nh)~*S!%rgQ z^>l?ug!H&i68$KX6=6go^y%Z?=xl$#)z{9ifQSm7#{g!c!x^xo$omLFD2X^>Dyqcu z1fY}@&O5HP$Mb~o+K?K67eSSU;9owXrU0g(nt{J!h{_C^E$ZMVGgSiEg)xmJhEslH zu2l1p#i1J`paeTLa>|_}*Ge9+!1kh`pq!xDn3c37S~7MYEdT=a*}*E}_02h(m{}o! z4Y?tlI)jXcLQVL-347EELQx^<68zoeV4iT(Ikt@SU1gWmM7Mlx0FXUOBqGim*J&9G zsx`M)aAkzqJ_g-qwFEu_$*ktSGxrLhq+tg5P=GK@FVS4fqdu|lv)Z=!eeFiH5=?$h z2+s<{_)zf57H$ygW~g$q+hICR#X9`ml8<~&Sy+}1g4b@9t^e9y^8HzAI|v*O_Oahz zV<3Mb2Fgv(#3Z2bgb-{&cwTX8VOdx(4pm+gS{ajF+f;{+t#5vo)!NaW+}_jQ&^0hr zG&nrknLjoeI5IWdH#<7NFtoJXzq;1FzVU2pyJ_cj&D(cn@3F=|%{t6UhhH=j%{m}S zRvn^QhoWu^u2sZ;MxRCQMD3n-_A@`u-CeBmLvNTts44L}!ip~z9N!ex0Sj{|Db4&_j|wH#Lf$@7k?OV5Bd_H1T^C=(ltQ$#9n{kd z-#m#cDulAc1gfx0Xd#xwyEv|McDeZz$)@|6us)0}L_3ei)yn8D`QAiFdL*Z_*5lrO z&~#0?)VJ3gA0J(M+Z(Q-Ui&N7uyne#)l$Vg4MRBZ9>{WiI6%{LCWt7Z~E<;rG z%{PPgC!Of_QBwD0gRaG$ZhvW)R=Betl7R(?FQ?sSG+z^euVZdR1j7eKvqC5KFv79i zUZT0tnr33cPsO#@axXmri^pZJ@H=ADQeZe79(r#bgPj?};Y&0aCGyHnxZ?AYPgFXk z7r;N_^Xm-E2m#M*lL&}z*D*q1Kb$o$Xeh=kFL*R7DKBKQcq}h;wwX0QY;llvGq;63 z1z){EcW*oM<&446$X8JIf|{)^3+eO^cVwNTJ{jy6#FN{x6(&&LOD;@2h=#oZx?#H_S=`b2S~BcOk4_%G^x@rlnEoS&U#@*AVvPMWFZvroLUhQIdhC=G zB+?^Aq)850Nnv!Th-hA!+<`+@?l@dRnZREacnmK}a>$CdA|&w&2nm8npFasN=Y z2p88+hpgNWhpZeyX&=E)a>%;b&f<yE^kKXBEZ)i7&1tJ!$%Afi$dqr44GzCAGzt7w6Q(2+$`C` z^%@fr_j+Uf?HZoOCssah4gfzBl6SsyELF&TGv0ZWoq_AC?psc!sEQwrEtS9b1pKGj z<3G(F|7rI4PqWAWjm;jG(`v;2Wm?D-nV7zK*lC~kiWu!|v_%+elb;yAKR`LL@(cU%HAauv82Ub7 zse_b?b<~&(c}>F0n(J-|x{rt*b6KM!1%nG9OV&55KN<&(evKog05g9)jDN%T{&#hJ z{=Id8*zuVsr5UFGx=ftbh_g#~IZ8YahT(W@RP}f=?ku>>)YliG*KnJGPXqxJOs^C>aB36Vtl&e$s1=%7`P#b-Tv|5}AePt59QM zS9sZ-XBag7*d%njD9WOs^`Y6`&Sb8!fZm-NnR_`!8Ic}G>-HDdzdPg}eo*_>hW}^B z#NR5COe*50$B{ZEa$lv`B|jQWaxM!)Vd$=&I^q8Z@-1gxCN_>Xc}2>zxf=DUU6@ zMh;hw9r&PxtMsoW+*D!- zcZ-Eo!cG6BguC#)gsVg<;Tj&4aQAfnrGz^Lc3qVCy@Xr-qlEjIRKi6QOSlhzlyK{a zCEQI3VhPvb-%7X*f0l5o{!_yJz0v=FV+r>VzzlE&!2V|m_qT?F=wBKR0{(0`Kpr$4 z9P}HMrDhh88V*X!8zL%eT1*c*4!Rne6Ami4L*V)b@%Zhm2LX?bOJ?dAH$ z=GOMBou7>@`yYSi%KzQQmOr4#|NqR+Br*4AdtCCpsy?C%c;>Sgu{|!QGn3dJC%-Y8 zb+siu?E&Z3WXkmnP-9Jn^DG30hjNPn?%pjBVYAAcbn_v)fEDSlsWrWJsXV4aPrq*!~N2VK2qmFplxhVC)Kiplx~&zzh#I*#DYqT z&tF=_NsVgpY=`*BdAXU=Bk7NjGDPOX=umowyfT)943UKm&csJJR29gIXCP&W46O)e zJU4=gK;P$2jwkyyL!>7o`U%ZvMs9jqO*Ptvheu zZN2-j{(kS%>z2>o7Ty6VM5EF}Ib=0ED(B%=>i1Qlug5+Nq=jk9?id@PZRv^msn%KM z()pQoH!+H7K*bsT_6Kj)n&{>Er$8yfc6~LNb8U^zBHg*eWN&U%AXiFrFs?5ChIF)I z>yJj^s1QcPedd6d&NG*C{R{?pjpS~a-nY7`>Hgdx*WBjaqrpKcMU4T2e3v>pI72=T z3BB*v#wAaOPl$ON6>?AAY-+5<*LPa3mPNF)V`{BzmpVTiSpk3Pbrd+p5u7Q_q!;j^ zvNfCp`J@<(cgMY?Xrvdyl1EP+afgJf(ZFOI#yFK~zoN$+>R< zG`!$Ajt9X-8eRZ9MjT!MBMmQ*HbL^t^Am>`i1Zv2Js4g98{3ilKD`sC5H?P%8%}Z5>IdEBAYX> zFp5U6_jIp9K45wp-p)xLuS#H^#ru!Sk`ZVAL{2AIu{_?tKJH^YMjT%7if=6C*Wm>o zEWbJBVu`x`qoFD_E$+wkg7heAkSU%(1we-ZiT&;cg+Tzq!Sn(=6=g*r6i=F7fTwQh zC__-=DSG{@@PU+sVZV`~Kmugae8hCDe-g6l{~TXF*?|wB@*=||e zM^m~a>#AcN*ktzaU1Z147XC(ZEEZiTp6&Taul^n{6vqsk>vd$YWH?rfyj1`SM zryIKhZV{vuT*i*=DVX#T3_i`!=(oENIE(X%k0u4nV9(pu3?yCj%O5nHC_ZV1?xT1 z56CLpZdZ7u7?CIR;ck0N*?_&IMtsm}n5lAp{_+WrHvVQ6`^>KP51m{lc}lPL&K_b= zHc`HD_-caZ$KC5ijjt-tgss8m8fWd6u(ne^p|4RohgQFQXnM3i{ox8NZgbVlZRN2i zTwGeozFC|m{aI>2C`%C8=?ZZsW36@^!g! zZ3T_8+I|Jmo7;&t)WigU}eUG2m3w$#t8Zs=JT@@2e(Rl5IqVB>{m_{{gBk^?~ z_u&PJ?g*YxgRlAU0?t-lOERb6?TE8V@Uw@e@DHoptv7h7{Lz zb)M&SKdk$zohpwSlBMRi zc#vQx{Me@Ai@fLNO0{6Bta+{2Pwo}o$}fv5?!$~vRJu1BE2Y#q)T4@r;^7+x5Bgoz zXXW4gXUYX&bcb{2BnZ=$3tnLo4sK1WEP|IsbMqE4@?d!wi+G8(5faxK0n}Dadw4T| z+JY28?uTE;L_(~s`=5kD#v=uWB}Q@JVQc=GNFFc*S!8{0p=X%({NwV=B7rYl&?Z%c zXjE{NTp20?k1w$V_wtH4zP8oy7j|dZ&h$!5oAtV~SWpuhb;C^*D&NO9HlpSrj4@V-C0R4&cnC&mg-+I}{XQq0QWhrSg=wfo zc$5E3yzlXS!CyCHy_@Q-7a|b*y}&b!4X_>?JuNVlgLa3AY&Zv+e1i08nqxcjVY%3# zDTsXwNi6uK_9C32DEaJj9ggipkOJHGfdj5AG-tcB>@Vb zwYzHl`oU)P(`T{n)3;6z`j6Phb1m1jP==A;1n7{TZ!BK=0OY61sYA>-o2>e%EtW&U zxuvr_w`0G!!ROyRD3VY?F@T2$l9bxFPs}n|HQAZ*c3PsUpO5QXl&O)B76;)0>N$%D z_7Hv%sy5Irj`diSOw`A-5g((BrPRnTb_!zmINEEPlM$EgdJdgnqn#MI9Qw_Uc5lvt zV5{U&e_vYRLAb*uN9Mqj%Wog-F2HywKHmGjw6!H(xdlG-#?|t6*x*8oT&Q{UolteJ z{`RE~6McCMjz`KGHMvK|$tQidqIR&3OIU9NnW+l-9ND=l~>j1L@?Usw;7C%sJ+I)8l^oM;l|nt3po=JgJSxRp3~~T zec1i=(^&~6hPe;dkjyduj!5W@Eu#vY0hI_O@5npH9dGTT@^*-LpX&~jU;{fxNe0=B zN60#-JMU2Fel)&KrGno@M?LfKg!Y03-?;SFfC@?FS58;%Ba2XYfT63h#^$0b}ru8I7g*6hR!WxNDeTBrRu}Wf8tf0yPB*tUyEL0m6 z(+hMGV}l3^l~nPa#0VHc^(2s@6rVK`qc5Grc!xdKO4aL=S*u~>IufH9oy16p`nO1o zLRu}ZIJ|Fb_>r>h=ibylwPfkB*u3mznHR$tjh1>t974d4$5?1l7eLPj&^QZ8ns<|3 z9rdUZTIc*l+EkfG3FVMQ$Toroq@F~oZlV#|c1aKqp6b`n)QYpoaCzOq@wDBwv&Hg3 znGWjA8w*w1ebdMKHE3FOl`8Dj_~*yZhg^>J9I$*G@Zh$AwRAQ*K=6Y!^`Nw#PTBcI zY41v(Jgh%-pu7q%esHd?26MUs=aUn1Xz4Zs$<-ugaQe13 zxa!WN44dXl~i6lK(QN!}&CnpJuF$tgol-kL({o@UXPc9uS|M=sK&>-?zd z`23wqV~kuyMW)AO;!xV&0}bZOSG}-xtRvK_NwO0mlyeDlL+F?}X4@&zySC-{uMIVv zO&W_&p06>g;Z}k_8Pz{7?;9O>&g_!7Tx>MrVJ;g)F{rZ{t=dsL#zO1!kc^Njzyo)# z?p!u*6>uPugE}9a9{|%4kw-$MJ#vL+&6gK*rcLt zr82nU0puNLe3!eRx>s{(s9(|`7VR-!CzExCh#${Y_Ck_lT>CSG;-Zy5Ph|5Sbl zU$oSKLkOm~Oz)ghucI-PK_`8LMaUg40p-yoBZI`!TMPoFy_%b&q%tc|f%1)=&VlTE zY(`j#2yK@@sbt3(4vB6@W43KMPp}D?WYv~%R-@Ej{lpiPvLu{YyzHd>eiWshOTsFH z5F>FZ&^g8O-3%&*U;8{OyobQUS<=G=9>D5%LXb{L>qBoVM|w`M0ld zHBaQfudgs4(4czO4Pt+5Q2%iXrlN~sjEOqe8Rjc8(;a$sC^zHJW%d;wPM5zm3Z4C2 z7bE`mfJ5JPkK0gv2hFEUMn>Ad32%s6_(dDrm=CgY6Z6Q|wVfnS0O07Ei3D9R^dRuU zn zrmr}lg`2Yd`&VSDG8rAaH*}e*GSK}RU8c%9pK9O%dx7+E%eLkN&E$uAX8mSBdvz7&VYZY_5lsM@ibS$9o+>Q#i=Io$@#6I;A~-++YGd~tI{7RhQ(e0*QAdRZ zea?KD{6bjQqkMN#rhNIW&GHmj)Oh!F%Iy*AeDz^KrXoLoQ|D0^lT%b&Hy6R?U5`~} zSIK^S|GZS?hu=5KRP@nf^-1-QWGWs;MtF9rAjTR(NQPjFNaRGYbvdTEB%WKSyu7js zCs2;K(GVwGjw~a##B%dm^K##=?}|W{3)}QQjFPy89T*JfzbnK&-29xra1&Z~{Y5Cm z8iNP}7e08%Q$F#2`o)s9@&yqar{^TILC`ct?&XM9ILGN?{SWu?H8GJxW32;mg12!J zyI?ndlAr-=x?z#?uSw89@WTIhGF5@?A3UjU6Efln28Dn)^iP>OB2ZuuRRt0yS1K?+ zaD`#gFBhQ(f)w%yG${@0D?)JWh^Ulc?MZN*w~8rGZ1CILH(a(xlza`EnC};Vff>E( z`$6Gpe%jFn-5oA-xWeq5d9N*ZrvyH zKdn{$+o(g^_I6HTN!MpS42KG&@W6W0^33Lkdxhg%Ptc&A`7wH8Mixlk!@VqV+c%vw z0gP<7#IgPk*>Dp{4n0YbcT-Ft*vSaNH1yaanax_w6x)vwPu8daN~;wizz=y+65 ziS<~jq7lMTX|KW!H`fR4h!C7p5$xpBd&kS6&U>?O8s$%wf4fvYa?vFJ4IkyVL?Z>u zY6pAK(<@$`m`dqIOyn0!m)IwgZ3Btl3}F@Umk3Oa6Q|{r`1+{Ipu5k@@-gf z7^@L1q(*q);h8GAT14Rat+o82l}6ggu;qEIV+8g@XI`W*HYy?NJzg#$`gLw+e9UZ_ zM||u=6KgzfxVM%wTx=-RCH~WVr=*;w1Al?m&fm#h_(up~({qV?oC%Za2a{S|ucR8* z;Zk0h?2}f8dw1bd9frW}={UzgT*e%3pUmdt1gyL2sp@?9tk5>fShl|eR`zN@%k^Vf z7yJ2UwqGvUI-?LdH{h1jxNHN>7uOkr<}c8k$%^Sg(X+(ZoKATKd}_via^H4iv|2ck ze}l?i4}88>Ne#ag#L~X6Y-J{E1I#vzc7CEFxkRxjUX4Uw*(xN8m*Z53z{(b}tRY&1 z2&`;%wnrCZ)b1rUVyYkFi7Hmvn}$(@Cy}z9YH}r%{;|+In7&u)(*ZF!?N#|3|vj`lmsf6BC#*b99#XvOm}2Qs$lYLiAsbh zPzo%pIbJmdegd#Mh+NjFVniPiN-D3;ZD6zntPb?CvxbR2c4h%qhehYZKy+V83w`WF zn|7t!7cz5j0b{2!ee68^W9;05&-YeyX5ua)0b{5A%GkMo`KmE?D+Cxj=Y#c}TUW-; zG+^v}Eqd3y3m7{;ayF@M7&|xY-qDNbz4Ar*rFM|^eWfQeS%h9hk^DqXatUWqJd{Ld znH3U2Tysp~n~tskav#DhkYbY*I5eV_d}EMMN!BKAnI~t4KGmZ;tK72n}X4x=f3@t?+X=lmsDoHu7q3tuTII0QR9Y9!88JXon z`EgkzEX5jFIMkksL*xNdwvj-}RIb6E7o+xf3BUy*Fia}@VVQ3pEGCS}yKj+(-=)N= z>E1;S2Ze$`*y1Z0?T>G{Y-divx`Et!6+u!g@N+-I+76`@{rcUnT6I8ses$r{!>M4| z8dx~2P`yMrv~+gfL1~Mo-ATO(i|G3BTi!k#pU}~*VUp*kd}3}}-N$Hqj9f6TwCW}9 zJ;jMT_cH46CCgLN=Htn@?#-r!_~EMECzYi4;Fj$P%&$w(Or)JT8d~VFTUGPqyJG$` z-Tgb%OZDsD9kb|jJIHdssvg#U_f)pXgZEXbqEBrf%?#P>pP!hhsvVdEr!2j?^=dTJ z`>DN~I48Pt6wCJBGto9=8>{<~5L;g!akTuiy+|w3XH9zc-%kEa7>wE&dG_}}|KEL} z?*wkE)StIi>|Yq@!&h7;sjIOT*+6Hd(PJ&*>sx4Ru@+bIXe+rEeQ|_)gjG<`-6SB_ zVq_}f$@DCFX6{uM018R~KtV;L04V6)=l5T}F8$7M0ssZwz_Q#ynhcyo8hCMSl8KdD z5^9gBR(3W4KtZH>g|~3#1hDy`8M!ZIH#@PfC^d-EcB5!OjeyU@U}ZSx&G!%0W(-R$yd3(k zhA{mhYhLtjOa1qylAYTn=&X5mtrCDWKedpv|JwZvH{MS^EsJA4DIKBzC9R-PZ4F^oZEEq#_L;K5v-s^3d9k{z>2zdd0H$z{1B_h z-fIC&9CCRfBhrW{=BEd=?HO2Eu|V9_#k5=)=eZYSrS&c4Pss0C#r`g__S> z_b9T4AcQDyAndB`_h85e@lA!5MnBY<# zM@XL0oGBixYX|pyssI()`~G};$s~!uVdmibbGAIo{5}Y%(|S0!i#@1`^do5lyiA4kTch7y&TH| zqJJB^`qzt9Z{C)^CtI#L&{*1p zjDf8SRt7$%6d+nDb37JiN_BPgM0YE?F%+SM+ND>$t5NN)@Nd6t`HTS9GYTUUjaI z;Ox5VLc8-Je`+{+@S;caWwk;%x!r=vl5hNcJo#y=hZE$gd#Qvlq=a`-H|B1Xv$fI* zQd?)RQ(nH0lh+Dj8)SSDgqAFqV-&xqb^sH0tj7k_p`jh;} z=i&tHIl$T(XHOo3pOu}~B7ZdSgzrduC1io0I|eUG%e|SvbcEVi?xN^0zK2~1J&-yo zDzUW#Rxfm5S0gQ-y)S%^HmP*JfQ?HmU6#-PRK{+{5XP9u+`SOxbn{TIH)l=4#Py8w z4Axgw3E)Wm1t(AX_n|O5Nt@0_)-Fs?q?RcbZ@#Ig%vh3FcSi7WXo27jV!yyMppP2Y~=4w z9y%L&btI(a@mRk$TxBEk^8B-t=a1RQuKUQV`DY$?+NpAh%Iy)g4qHb}&IpzEb5cAi zgKvbePz9vExDSWKbXf4on^DXzq%a+&qRrxRPY9|~sj0h86Xya?KekZbbMQTl`JLNi zbNhzWOkvBT17@7Z^AfeulY_NROc6zz^cd0)sj8PmwfaQ;SJ=pwUM~*qYZ`45_fDA^ zsOlaOZ#0hO6b;&cGbCp3r#Vc+em94l$Z1MfRe{`5w+3L}24BYDQoUpy?r{EqyQARg z=0n&E>{jIrXT`P%t&4d6hXl*NFWB@u*WVZHq$|lO^jwv{Nu2**Nt_En6Ak;>L^s&D ze~}xv-o}0PhmAYor;WR5&BlFe)y946KWyW^npU_LPM%DuBLa&b_MiQ!kBcnsI0510 z=qIIzZeqo=Qp5(Y8@D?!0}9-c8up?aUMZsTpkd#mvV+6aey?C4<#fetZSU)mr~{a- zUq5RD%+^EawZ$gsW^4GDZ7(!%|G8(b*- zx8i?49->z~DA}m^eDl}0Z(rAYmp)hf@cV^m$f(6IXRXBs@r~Xt=??3mKXO>7^GgUY z3P|v0Cn4zV5>c2SKrIs}#=$8NZX0eA8GJoPh%6C~q_<09GGhdIrCq|;+NF?94&!qO z&@Oqp;k@*AX+v+9f~)P4f2CatMlb^HGNl=4mpp6jlK)?{OD6_lx|cJU!>4Nd&EWPb6=l#iw|_09QM-%%U_a?&{pyd zOso#vgpC;PQSy{6tSK{#zMmT?{tS_B@NBe>PvIjmsP5U&{WH7b?w4*oKlS@kYi2UA)Jh_&i09)`tD2cOd1a}Uq#|=Yb}Na#)Jjsj6)jU9 zp+?%YK{HcW)65ipXlCjwnwiF`W~Nw1mZNKCoe>mkV6By|nIZW#42=ZbzH4Tcegp$Z zVAzT5mh$hKS=$m_GgHyTbdjeFIQhi^&CGL6GYbd1nJI`%#r&Zg_kWT&(NNfHO7wbZS)~9p+HWF4N~&5lFYL2&B<~K&nC)NW}*b`u`x13My6uHXqfF z)fJ10IQp{d_Z5p(6YuN<3t-|cz$YogZS%v*d`6|>%oL$emKj3Bt6HjgXF)1>%{ zHyCjo<`Pn3^R1^*>a2P&f>Z337gY7Mcg+p#vUi_Ctu$tzR&mgjk*=9V-ABhEMMqt; z&}vR5WanJkQ&Z-YDmX$HQOUrZE%|6TBiG!ib2h+T!ceCY#(vUPBA!Xx=g3XWV#^+_ zt?!QGnoeJP#@RKEc_1#&4nAJ1u93yZ#Jf0P6B{;`0p#UA8zkLn?m3xg zB$FZaEj~<+?lebrO(M(zr+LzL@M+*rYAVl~=4drr2y;rEolJKp21;ex1&mH-`LxvO zr`i4vo|Z!OLMOMJHBNewdcs@2B{vM#jYY_1=N{AXf^7{&hzARMI6=klzVninJYZ~oQtG;4EduoZ+h{1)@0E#?`f814(gHO z{P^xyO<&iTN)4M1zIS&z^j1(`mqQ?1jPbw^p@YE;cYYzLOWTR82 zYGrj4NOuMLLH+GtRoe z8tCMOz)lgafLul?DvpIz*VGDNta*7VlLblOTUQ`NT3aGdflyZxV?pcv1b6}RQ3AJ6 zLEb=Ihqb^+95?T?2^^d>J`*d{@+t;=cPU1o0P#M0+Pd*`#GP|rw=pdYHR<=di%SVG zjOgoen|RKCC|gS_S978LDy{slLY>U6djQiw(MF8QcS6HcAUT1(Mi&dD#4Yz}J&%T4KqSb?}qk#cx#8uKBp8!+861-+?KW@F@ZX0Sj=kAu(^usz!u z>&K*9shH8AqB#ZHzPNy!x|L5J-Z*~hOmN1V{(Ft#$DEqdOYNDc0Z+Wm<}BnHdrOT< zm70SM4*@TJh}}m%`LZxPe0y(Pye6>xW~r-YDe&SqVJD4$xOnMH%6mJv8gVa?^nSrJ z)`&$1*pjCnh>;oOW9!4tvUnA3eXcs!>hdc;@nF%NsSY5<2#@dkbH~>!;j7=t!|T42 zzm`z{-{hYDd&af5&ENNqwJ%ln@$O+Wkal#mlaH3<*o#(vh-+Iago%j0smeu?4UMC> zA)TI?z4O?~xAQbA9L^yL(cAvn{&7nP%F@w_`OH+!8Cq*Wg6hbZ!Bb&~jKklGb~hLi z!hp3HH&)}kw=b3BmFB(V)ttjd`IJ6)7k8U8OJ4U)^X=P4E^}1cmaS>{QjTUrI#T5t zN5hpkc7D=7zNfS9!ER#c*T;ea?`TKug-)@GEcFzpiWVf;+wGs&WUl0+^}OVL5I**j zGK+NeP5Auo=50d@?=fFrxA$(b09;4owJ=Jbw9B(GqX_5sRw~@aiQAW-#fy6TXm7nZ z?T0}!cOE>BWA$(pWK#Ca4Tg$T0Kq%3H;zWUe4Cy23Uc}78Gn0xcz=Wh7hqhA^fyAG zB_q-akqZ5f2-{T}`6aih6A$Na)r!9&sl6>=!chnW~Cg(I}F3L^lT2*+uFNzYjc*msCe=A{7lp$jFftTNOzv zqfxRG7`aWGUdhSMMX8mMpS%xyL0)`?@#A>strMzg5MKcb|}x?XT+py zp<==(-q#$#YNniKeD!<4*{`Ej9%n&jINJIqvdAwykb_oK~VzApVX0LyC{m;Suu(sbojBIqcpI+z`7uv3~%&{ec zM^Z;h7RW=6gsE?CBbQIK`AQh@O{SNB|5%SEy0$a1a3Dds58T>72_6mw>AXz{2;1)r zJ_uI5kgEuF49}#lBLfqb4n z;)(+p-w?YHTW0%kqg1515?4IUr&r%GQKCXx7 zecSxxn6Ln-%;MDPPC;MIq@b(bd(y)>m}GYzkODnoP`q-q|Hehwiv<;zgy;5KzQ!-U z-gLM0mg5E~h<-NdQqat=rJ!^=Xb-TfXI=s9>LfC+a6VobIGb?#*%Sn0c?3zkz}W-? zXOo+LHX$Sga5f?9&n6@NY;yCG1X=}1LZeYU6Bu4b##g*Nb5Zc0XH);j*>w7cvngT9 zNk5yA@FDct*_4522Gh?ba^-9~GIQ|AIIf&co@EE~+zfKs!{(GJ5uL(m>pJiCB68Wa4r#oH%ILfKnSBpyv?QhUqi{PO3oZ`*zc zCrzaF7;?}tP2{lz$D43Dj+-;NJx<$sUVQv&|{Bi3a;%@f^mu~MD<1-N&KeVZqwYSTO?ZeHDAyJ&$t$39!M zlnB5QLWV_hI6g*kBX)_rcWGv2o~(YQ%$b8R>`an(|7|eJXr?`y+q8a9kV1GAAMJOO zKAz^RJi-3$oAm0k2eWj2JwCBOh_4MJxh}O1@`Skrs$49qTITvVsH1XG+dpQ4Hnn?a z?5iY|VkbhYarKL>)2*FG?q8BWBVhXF!{?Pl#20129>0(IJqxkQjm$lac!4AcB;hH1eS!?f_KVOpSq$_p5#Bik9NHbMxF z6~iga#M8I4AXimhH2(l8&xl1{8&ivI>R)IZkQeqSu;!@-v9jv cyMizvMHY}90|EpEey~XJFLo($A)syl2Y>i+LjV8( literal 0 HcmV?d00001 diff --git a/données_en_table/Exercices/CORRECTION.md b/données_en_table/Exercices/CORRECTION.md new file mode 100644 index 0000000..ba179e5 --- /dev/null +++ b/données_en_table/Exercices/CORRECTION.md @@ -0,0 +1,190 @@ +## Exercices + + + +### 1. Manipulation de fichiers CSV + +- On peut représenter un enregistrement par un dictionnaire. +- Une virgule (CSV : Comma Separated Values - Valeurs séparées par une virgule). Néanmoins, le format CSV autorise d'autres séparateurs. +- La table étant une liste de dictionnaires, on obtient donc le premier élèment de la liste, c'est à dire un dictionnaire, donc une ligne de la table. + + + + +---------- + + + +### 2. Opérations sur les tables + + + +- Pour selectionner des colonnes selon un critère donné, on va utiliser la fonction projection. + +```python +def projection(table, liste_attributs): + return [{clé:ligne[clé] for clé in ligne if clé in liste_attributs} for ligne in table] +``` + +- La fonction *select* ici va selectionner les lignes dont une des valeurs vaut au moins 19. + + +- Il y a deux (2) noms qui sont communs aux tables : on aura donc deux (2) lignes. De plus, la table U rajoute ses deux (2) colonnes (âge, mail) au quatre de la table T : on aura donc 6 (six) colonnes. + + + +--------- + + + +### 3. Determiner des fonctions basiques + +- Puisqu'il s'agit de compter le nombre de lignes, donc d'enregistrement, on peut donc utiliser la fonction *len* pour obtenir la longueur de la liste de dictionnaires. + +```python +def cardinalité(table): + return len(table) +``` + + + +- La liste des attributs d'une table = + + + +------------- + + + +### 4. Reconnaître une fonction + +Quel est le principe de la fonction suivante : + +```python +def mystère(t, cs): + t_p = [] + for l in t : + nvlle_l = {} + for c in l: + if c in cs: + nvelle_l[c] = l[c] + t_p.append(nvelle_l) + return t_p +``` + + + +### 5. Tester la cohérence d'une table + +- Determiner une fonction *coherence*(table) qui teste si chaque ligne a le même ensemble d'attributs. +- Determiner une fonction *doublons*(table, attribut) qui vérifie si un attribut de référerence apparaît deux fois avec la même valeur dans une table. + +### 6. Lier tableur, fichier CSV et liste de dictionnaires + +On dispose d'une liste de dictionnaires suivante : + +```python +PlanningTwitch =[{'NomStream' : 'AntoineDaniel', 'Genre' : 'M', 'Jeu' : 'Fall_Guys','Numéro' : '1'},{'NomStream' : 'MV', 'Genre' : 'M', 'Jeu' : 'Isaac','Numéro' : '2'}, {'NomStream' : 'AngleDroit', 'Genre' : 'F', 'Jeu' : 'Fall_Guys','Numéro' : '3'}, {'NomStream' : 'BagheraJones', 'Genre' : 'F', 'Jeu' : 'Fall_Guys','Numéro' : '4'}] +``` + +- On travaille avec le tableur LibreOffice Calc de la suite LibreOffice qui produit des fichiers au format ont (alors qu'Excel de la suite Microsoft Office produit des fichiers au format xlsx). Quelle est la première ligne de la feuille de calcul obtenue dans un tableau à partir de cette liste ? +- Quelle commande lancer pour obtenir le fichier CSV correspondant ? +- Quelle est la deuxième ligne du fichier CSV correspondant ? +- Quelle valeur trouve t-on à la cellule C8 de la feuille correspondante ? +- Par quelle commande obtient-on cette valeur ? +- Une erreur de saisie a lieu : MV joue à worms en fait. Quelle commande permet de modifier le fichier correpondant du tableur ? + +### 7. Ajouter une ligne ou une colonne + +On dispose de la table suivante au format CSV, dans le repertoire courant sous le nom ***'./Groupe1.csv'*** + +| Prénom | Math | Anglais | NSI | +| -------- | ---- | ------- | ---- | +| Joey | 16 | 17 | 18 | +| Chandler | 19 | 15 | 17 | +| Ross | 14 | 19 | 13 | + +- Comment obtenir la liste de dictionnaires correspondante en utilisant une fonction déjà vue ? +- Ajouter les notes de l'élève Rachel qui a eu 17 en Maths, 18 en NSI et 19 en anglais. +- On voudrait ajouter une colonne contenant les moyennes de chaque élève afin d'obtenir le tableau suivant : + +| Prénom | Math | Anglais | NSI | Moyenne | +| -------- | ---- | ------- | ---- | ------- | +| Joey | 16 | 17 | 18 | 17 | +| Chandler | 19 | 15 | 17 | 17 | +| Ross | 14 | 19 | 13 | 15,3 | +| Rachel | 17 | 19 | 18 | 18 | + +On doit envoyer une nouvelle table qui ne modifie pas la table d'origine. Pour effectuer une copie d'une liste d'objets complexes (ici une liste de dictionnaires), on peut utiliser la fonction *deepcopy* de la bibliothèque coup. La fonction à créer pourra donc avoir la structure suivante qu'il faudra compléter : + +```python +from copy import deepcopy +def ajouter_moyenne(table): + nvelle_table = deepcopy(table) + pass + + return nvelle_table +``` + +Pour obtenir l'affichage d'un nombre flottant arrondi à 2 chiffres derrière la virgule, on peut utiliser la méthode *format* + +Par exemple : + +```python +>> '{:.2f}'.format(314/100) #indique un flottant avec 2 chiffres après la virgule +'3,14' +``` + +Ajouter une ligne qui contient les moyennes par matières. + +Cela devrait donner un tableau du genre : + +| Prénom | Math | Anglais | NSI | +| -------- | ---- | ------- | ---- | +| Joey | 16 | 17 | 18 | +| Chandler | 19 | 15 | 17 | +| Ross | 14 | 19 | 13 | +| Rachel | 17 | 19 | 18 | +| Moyenne | 16,5 | 17,5 | 16,5 | + + + +### 8. Selectionner, trier, joindre + +On dispose de la table Hero suivante + +| NumHero | NomHero | VIlleHero | +| ------- | --------- | --------- | +| 0 | Sangoku | Kyoto | +| 1 | Naruto | Konoha | +| 2 | Luffy | Fuchsia | +| 3 | Ryo Saeba | Tokyo | +| 4 | Saitama | VIlle Z | +| 5 | Onizuka | Tokyo | + +Ainsi que celle- ci : + +| NumHero | NomHero | Arme | +| ------- | --------- | ----------------- | +| 0 | Sangoku | Ki | +| 1 | Naruto | Chakra | +| 2 | Luffy | Corps | +| 3 | Ryo Saeba | Magnum | +| 4 | Saitama | Point | +| 5 | Onizuka | Tout est une arme | + + + +- Renvoyer HeroTokyo, une table extraite de Hero ne contenant que les lignes dont l'attribut VilleHero vaut "Tokyo" + +- Renvoyer HeroAlpha, une table extraite de Hero triée selon l'ordre alphabétique du nom des héros. + +- Renvoyer HeroComplet, une table contenant le nom, la ville ainsi que l'arme favorite des héros. + +- Renvoyer HeroVille, la table contenant le numéro ainsi que la ville des héros. + +- Renvoyer HeroImpair, la table contenant le nom et la ville des hero ne venant pas de Tokyo, et dont le numéro est impair. + + + + \ No newline at end of file diff --git a/données_en_table/import_csv.py b/données_en_table/import_csv.py new file mode 100644 index 0000000..336ed8b --- /dev/null +++ b/données_en_table/import_csv.py @@ -0,0 +1,11 @@ +import csv + +def import_csv(fichier): + lecteur = csv.DictReader(open(fichier + '.csv', 'r')) + return [dict(ligne) for ligne in lecteur ] + + +def select(table, critere): + def test(ligne): + return eval(critere) + return [ligne for ligne in table if test(ligne)]